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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.
ENSG00000267881 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
1.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
1.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
0.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 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.
ENSG00000267881 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
49.2
Number of samples
486
Samples
Sample
Description
TPM
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
357.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
174.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
169.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
164.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
164.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
155.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
152.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
150.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
149.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
148.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
143.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
138.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
133.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
132.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
130.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
129.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
120.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
116.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
115.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
114.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
113.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
113.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
111.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
108.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
107.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
107.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
107.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
106.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
106.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
106.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
106.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
106.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
106.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
105.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
104.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
101.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
101.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
100.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
99.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
99.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
98.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
97.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
96.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
93.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
93.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
92.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
91.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
90.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
90.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
89.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
89.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
88.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
88.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
88.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
87.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
85.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
85.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
85.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
84.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
84.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
83.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
83.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
82.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
82.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
82.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
81.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
81.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
80.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
80.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
80.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
80.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
79.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
79.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
78.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
78.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
77.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
77.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
77.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
77.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
77.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
76.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
75.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
75.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
75.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
74.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
74.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
74.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
74.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
72.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
72.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
72.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
72.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
71.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
71.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
71.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
71.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
71.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
71.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
70.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
69.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
69.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
69.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
68.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
67.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
67.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
67.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
66.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
66.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
65.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
65.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
65.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
65.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
65.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
64.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
64.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
64.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
64.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
64.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
64.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
63.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
63.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
63.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
63.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
63.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
63.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
63.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
62.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
62.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
61.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
61.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
61.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
61.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
61.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
61.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
61.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
61.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
61.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
61.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
60.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
60.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
60.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
60.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
60.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
60.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
59.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
59.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
59.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
59.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
59.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
59.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
59.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
58.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
58.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
58.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
57.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
57.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
57.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
57.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
57.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
57.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
56.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
56.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
56.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
56.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
56.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
56.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
56.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
55.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
55.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
55.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
54.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
54.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
54.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
54.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
54.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
53.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
53.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
53.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
52.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
52.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
52.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
52.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
52.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
52.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
52.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
51.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
51.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
51.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
51.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
51.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
51.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
50.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
50.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
50.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
50.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
50.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
50.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
49.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
49.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
49.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
49.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
49.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
48.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
48.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
48.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
48.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
47.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
47.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
47.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
47.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
47.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
47.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
47.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
47.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
47.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
46.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
46.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
46.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
46.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
45.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
45.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
45.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
45.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
45.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
45.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
45.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
45.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
45.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
45.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
45.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
45.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
45.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
44.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
44.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
44.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
43.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
43.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
43.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
43.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
43.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
43.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
42.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
42.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
42.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
42.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
42.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
41.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
41.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
41.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
41.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
40.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
40.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
40.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
39.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
39.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
38.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
38.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
38.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
38.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
38.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
38.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
37.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
37.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
37.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
36.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
36.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
35.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
35.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
34.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
33.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
33.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
33.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
7.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
5.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
4.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
3.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
2.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
2.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
1.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
0.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
0.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 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.
ENSG00000267881 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
1.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
1.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 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.
ENSG00000267881 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
61.1
Number of samples
207
Samples
Sample
Description
TPM
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
211.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
188.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
163.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
161.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
145.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
137.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
134.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
132.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
128.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
124.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
109.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
109.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
107.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
106.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
104.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
104.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
103.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
103.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
102.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
100.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
98.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
98.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
95.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
92.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
92.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
91.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
91.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
91.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
90.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
89.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
89.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
89.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
88.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
87.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
87.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
87.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
86.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
86.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
86.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
85.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
85.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
84.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
84.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
83.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
83.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
83.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
82.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
82.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
81.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
80.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
80.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
79.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
79.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
78.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
78.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
77.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
76.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
76.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
76.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
74.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
74.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
73.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
73.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
73.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
73.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
73.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
71.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
71.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
70.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
69.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
69.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
69.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
68.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
68.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
68.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
68.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
68.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
67.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
67.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
66.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
66.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
66.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
65.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
65.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
64.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
64.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
64.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
63.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
63.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
63.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
62.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
62.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
62.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
61.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
61.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
61.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
61.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
60.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
60.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
59.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
58.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
58.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
58.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
57.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
57.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
56.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
56.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
56.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
56.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
55.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
55.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
55.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
54.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
54.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
54.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
54.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
54.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
53.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
53.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
53.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
52.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
52.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
52.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
52.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
51.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
51.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
51.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
51.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
51.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
50.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
50.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
49.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
48.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
48.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
48.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
46.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
46.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
46.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
46.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
45.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
44.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
44.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
43.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
43.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
43.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
42.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
41.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
41.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
40.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
39.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
37.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
36.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
36.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
35.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
35.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
34.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
32.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
0.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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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.
The Human Protein Atlas project is funded
