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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.
CHST11 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
4.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
38.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 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.
CHST11 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
14.1
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
132.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
85.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
47.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
41.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
6.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
5.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
5.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
4.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
4.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
4.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
4.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
4.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
4.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
3.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
3.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
CHST11 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
3.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
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.
CHST11 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
11.9
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
55.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
36.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
34.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
5.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
5.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
4.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
4.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
4.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
3.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
3.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
3.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
