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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.
UTP3 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
20.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
52.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
31.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 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.
UTP3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.1
Number of samples
486
Samples
Sample
Description
TPM
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
49.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.7
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.
UTP3 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
20.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
46.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
34.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.7
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.
UTP3 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
17.8
Number of samples
207
Samples
Sample
Description
TPM
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
66.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
1.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.7
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.7
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.8
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.8
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.8
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.9
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.9
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.9
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.9
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-1.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-1.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-1.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-1.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-1.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-1.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-1.5
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
