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.
PDZRN3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
PDZRN3 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
11.0
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
68.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
38.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
6.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
6.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
5.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
5.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
5.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
5.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
5.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
5.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
5.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
4.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
4.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
4.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
4.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
4.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
4.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
4.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
4.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
4.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
3.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
3.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
3.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
3.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
3.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
3.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
3.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
3.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
3.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
3.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
3.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
3.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
3.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
2.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
2.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
2.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
2.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
2.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
2.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
1.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.6
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.
PDZRN3 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
7.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
PDZRN3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.0
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
49.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
42.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
4.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
4.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
4.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
4.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
4.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
3.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
3.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
3.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
3.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
3.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
