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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.
KDM5B 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
3.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
KDM5B 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
17.9
Number of samples
486
Samples
Sample
Description
TPM
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
50.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
47.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
46.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
45.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
42.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
41.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
40.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
38.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
35.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
5.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
KDM5B 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
3.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
KDM5B 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
18.5
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
67.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
53.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
41.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
40.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
38.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.6
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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
