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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.
NUS1 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
19.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
51.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
39.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
38.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
34.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 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.
NUS1 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
22.9
Number of samples
486
Samples
Sample
Description
TPM
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
49.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
46.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
44.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
40.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
39.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
38.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
NUS1 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
20.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
41.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
37.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.1
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.
NUS1 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
20.9
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
54.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
37.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.