We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RGCC 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
18.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
262.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
107.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
96.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
91.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
70.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
69.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
56.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
54.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
52.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
51.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
50.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
49.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
48.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
48.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
48.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
46.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
44.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
44.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
43.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
42.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
40.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
39.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
35.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
35.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
34.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
32.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
31.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
31.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
RGCC 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
18.1
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
95.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
90.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
83.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
59.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
56.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
53.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
52.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
52.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
51.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
51.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
47.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
47.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
46.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
45.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
44.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
43.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
43.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
43.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
43.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
42.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
41.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
41.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
39.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
RGCC 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
25.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
162.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
90.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
71.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
59.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
55.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
51.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
50.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
50.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
49.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
47.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
46.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
46.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
45.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
45.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
44.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
39.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
37.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
36.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
33.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
31.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RGCC 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
18.3
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
76.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
54.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
53.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
48.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
47.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
44.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
41.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
40.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
37.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
36.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
35.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.4
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
