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.
PDZD8 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
13.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
91.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
48.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
39.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
35.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDZD8 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
33.7
Number of samples
486
Samples
Sample
Description
TPM
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
100.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
82.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
77.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
75.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
75.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
74.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
71.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
70.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
69.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
69.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
68.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
68.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
68.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
67.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
66.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
66.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
66.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
64.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
64.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
63.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
63.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
62.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
62.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
62.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
62.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
61.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
60.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
60.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
59.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
59.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
59.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
59.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
58.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
58.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
57.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
57.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
56.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
56.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
55.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
55.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
55.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
55.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
55.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
55.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
54.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
54.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
54.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
53.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
53.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
53.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
52.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
52.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
52.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
52.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
51.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
51.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
51.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
51.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
51.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
51.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
50.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
50.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
50.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
50.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
50.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
50.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
49.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
49.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
49.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
49.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
49.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
49.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
48.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
48.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
48.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
48.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
47.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
47.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
47.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
47.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
47.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
47.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
46.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
45.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
45.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
45.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
45.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
45.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
45.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
45.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
44.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
44.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
44.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
44.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
44.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
44.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
44.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
43.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
43.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
43.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
43.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
43.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
42.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
42.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
42.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
42.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
42.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
41.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
41.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
41.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
41.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
40.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
40.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
40.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
40.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
40.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
40.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
39.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
39.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
39.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
38.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
38.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
38.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
38.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
37.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
37.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
37.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
36.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
36.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
36.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
36.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
36.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
35.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
34.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
34.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
33.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
33.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
33.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
33.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
32.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
PDZD8 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
12.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDZD8 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
28.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
91.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
72.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
58.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
51.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
51.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
48.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
47.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
47.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
46.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
45.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
44.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
44.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
44.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
44.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
43.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
43.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
43.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
43.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
41.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
41.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
40.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
39.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
39.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
37.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
37.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
35.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
35.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
34.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
31.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.1
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
