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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RCAN1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
76.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
62.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
58.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
55.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
51.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
50.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
50.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
49.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
49.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
48.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
47.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
47.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
43.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
41.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
40.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
40.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
38.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
34.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
29.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
26.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
RCAN1 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
27.3
Number of samples
486
Samples
Sample
Description
TPM
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
105.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
92.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
81.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
81.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
81.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
77.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
74.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
72.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
70.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
62.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
60.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
60.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
58.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
57.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
56.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
56.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
55.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
54.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
54.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
53.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
52.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
51.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
49.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
49.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
49.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
49.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
48.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
48.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
47.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
47.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
47.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
47.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
47.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
46.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
45.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
45.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
44.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
44.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
43.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
43.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
43.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
43.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
42.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
42.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
42.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
41.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
41.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
41.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
41.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
41.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
40.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
40.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
40.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
40.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
40.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
40.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
39.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
39.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
39.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
39.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
39.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
38.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
37.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
37.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
36.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
35.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
34.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
33.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
RCAN1 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
19.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
52.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
48.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
46.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
42.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
42.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
39.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
33.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
32.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
RCAN1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.6
Number of samples
207
Samples
Sample
Description
TPM
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
102.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
92.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
90.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
90.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
88.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
85.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
85.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
61.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
60.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
60.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
60.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
59.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
58.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
55.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
55.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
53.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
52.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
51.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
49.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
48.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
47.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
47.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
46.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
45.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
44.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
43.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
43.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
43.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
42.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
42.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
42.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
41.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
41.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
40.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
40.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
39.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
39.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
38.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
37.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
36.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
35.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
29.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.9
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.8
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.8
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.0
8cc7e656-0152-4359-8566-0581c3
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
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
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
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
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
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
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
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
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
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
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
8c73f3a5-fea8-4942-90c0-966f66_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
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
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
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
