We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
PDXP 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
11.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
29.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 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.
PDXP 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
9.4
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
9.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
7.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
6.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
6.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
6.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
6.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
6.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
6.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
5.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
5.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
5.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
5.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
5.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
5.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
5.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
5.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
5.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
5.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
5.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
5.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
4.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
4.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
4.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
4.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
4.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
4.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
4.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
4.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
4.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
4.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
4.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
4.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
4.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
4.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
4.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
4.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
4.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
4.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
4.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
4.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
4.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
4.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
4.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
3.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
3.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
3.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
3.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
3.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
3.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
3.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
3.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
3.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
3.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
2.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
2.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
2.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
2.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
2.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
2.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
2.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
2.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
2.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
1.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
1.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
PDXP 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
11.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
PDXP 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
7.9
Number of samples
207
Samples
Sample
Description
TPM
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
6.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
6.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
5.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
5.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
5.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
4.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
4.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
4.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
4.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
4.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
4.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
4.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
3.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
3.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
3.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
3.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
3.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
3.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
3.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
3.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
3.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
3.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
3.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
3.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
3.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
3.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
2.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.8
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.7
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.9
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
