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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.
CYTH4 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
3.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
CYTH4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.7
Number of samples
486
Samples
Sample
Description
TPM
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
69.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
56.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
46.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
44.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
42.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
39.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
39.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
38.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
7.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
6.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
5.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
5.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
5.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
4.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
4.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
4.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
4.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
4.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
4.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
4.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
3.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
3.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
3.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
3.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
3.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
3.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
2.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
2.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.1
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.
CYTH4 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
3.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
CYTH4 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
13.3
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
59.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
47.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
45.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
42.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
5.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
5.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
4.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
4.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
4.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
3.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
2.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
