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.
ARRDC3 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
16.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
79.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
58.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
56.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
44.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
42.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
40.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
40.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
36.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
36.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
35.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
27.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
ARRDC3 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
36.2
Number of samples
486
Samples
Sample
Description
TPM
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
97.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
97.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
91.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
91.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
91.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
89.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
83.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
80.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
78.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
78.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
78.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
77.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
77.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
76.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
74.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
73.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
72.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
72.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
71.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
69.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
69.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
68.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
68.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
68.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
67.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
65.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
65.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
64.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
64.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
64.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
64.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
64.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
63.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
63.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
63.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
63.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
62.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
61.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
61.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
60.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
60.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
60.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
60.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
60.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
59.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
59.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
59.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
58.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
58.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
57.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
57.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
57.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
57.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
57.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
56.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
56.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
55.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
54.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
54.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
54.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
54.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
54.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
54.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
54.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
53.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
53.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
53.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
53.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
53.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
52.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
52.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
52.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
52.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
52.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
52.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
52.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
51.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
51.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
51.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
51.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
51.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
51.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
50.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
50.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
50.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
50.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
49.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
49.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
49.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
49.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
49.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
48.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
48.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
48.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
47.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
47.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
47.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
47.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
46.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
46.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
46.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
46.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
46.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
46.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
46.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
45.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
45.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
45.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
44.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
44.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
44.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
44.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
44.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
44.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
44.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
44.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
43.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
43.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
43.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
43.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
43.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
42.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
42.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
42.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
42.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
42.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
42.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
42.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
42.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
42.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
42.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
41.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
41.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
41.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
41.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
40.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
40.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
40.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
40.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
39.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
39.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
39.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
39.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
39.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
39.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
39.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
39.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
39.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
38.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
38.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
38.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
38.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
38.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
37.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
37.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
37.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
36.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
36.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
36.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
36.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
35.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
34.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
34.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
34.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
34.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
34.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
33.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
33.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
33.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARRDC3 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
17.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
49.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
47.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
46.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
40.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
31.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
29.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARRDC3 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
35.8
Number of samples
207
Samples
Sample
Description
TPM
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
76.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
70.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
68.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
67.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
67.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
66.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
64.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
64.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
63.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
61.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
61.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
61.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
59.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
58.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
58.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
57.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
56.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
55.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
55.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
54.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
54.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
53.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
52.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
51.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
51.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
51.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
50.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
50.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
50.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
50.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
49.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
49.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
48.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
47.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
47.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
47.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
47.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
47.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
46.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
46.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
46.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
46.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
45.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
45.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
45.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
44.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
44.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
44.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
44.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
43.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
43.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
43.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
42.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
42.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
42.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
42.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
41.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
41.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
41.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
41.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
41.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
41.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
41.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
40.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
40.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
40.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
40.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
39.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
39.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
38.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
38.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
38.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
37.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
37.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
37.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
37.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
37.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
36.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
36.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
36.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
34.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
34.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
33.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
33.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
33.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
32.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
32.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
30.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
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.
The Human Protein Atlas project is funded
