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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.
URB1 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
6.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
URB1 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
12.1
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
7.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
6.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
6.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
URB1 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
6.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
URB1 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
12.1
Number of samples
207
Samples
Sample
Description
TPM
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
6.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.7
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.7
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.8
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.8
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-2.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
