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.
RGS1 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
29.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
178.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
169.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
127.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
125.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
104.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
102.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
94.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
91.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
90.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
88.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
88.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
84.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
84.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
80.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
80.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
76.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
76.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
75.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
73.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
71.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
70.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
70.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
69.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
68.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
66.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
65.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
64.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
62.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
61.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
61.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
60.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
60.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
60.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
59.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
57.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
56.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
56.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
54.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
53.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
52.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
51.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
50.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
49.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
45.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
45.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
45.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
44.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
44.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
44.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
44.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
43.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
42.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
42.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
42.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
41.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
41.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
40.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
40.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
38.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
37.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
37.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
37.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
36.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
36.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
35.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
34.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
34.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
34.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
33.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
33.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
33.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
29.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
28.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
RGS1 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
46.0
Number of samples
486
Samples
Sample
Description
TPM
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
210.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
194.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
175.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
168.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
147.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
143.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
141.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
136.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
134.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
127.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
125.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
120.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
114.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
113.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
113.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
111.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
109.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
108.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
107.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
107.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
105.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
105.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
104.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
104.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
104.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
100.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
99.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
97.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
96.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
94.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
94.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
94.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
94.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
93.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
92.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
92.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
90.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
89.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
88.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
88.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
87.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
87.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
86.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
86.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
85.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
85.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
85.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
84.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
84.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
84.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
83.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
83.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
83.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
83.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
82.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
82.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
82.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
81.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
81.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
81.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
81.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
80.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
80.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
80.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
80.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
79.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
78.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
78.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
78.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
77.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
77.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
77.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
76.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
76.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
75.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
75.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
74.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
74.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
74.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
73.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
73.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
72.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
72.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
72.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
72.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
71.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
70.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
70.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
69.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
69.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
69.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
69.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
69.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
69.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
68.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
67.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
67.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
67.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
67.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
67.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
67.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
67.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
67.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
67.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
66.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
66.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
65.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
65.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
65.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
65.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
65.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
65.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
64.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
64.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
64.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
64.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
64.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
63.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
63.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
62.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
62.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
62.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
62.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
61.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
61.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
61.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
61.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
60.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
60.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
60.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
60.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
59.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
59.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
59.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
59.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
58.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
58.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
58.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
57.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
57.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
57.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
57.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
57.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
57.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
56.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
56.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
56.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
56.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
56.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
56.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
56.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
55.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
55.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
55.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
55.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
55.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
55.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
55.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
54.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
54.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
54.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
54.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
53.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
53.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
53.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
53.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
52.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
52.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
52.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
51.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
51.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
51.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
51.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
50.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
50.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
50.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
50.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
50.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
50.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
50.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
50.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
49.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
49.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
49.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
49.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
48.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
48.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
48.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
48.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
48.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
47.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
47.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
47.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
47.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
47.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
47.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
46.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
45.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
45.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
45.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
45.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
45.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
45.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
44.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
44.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
44.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
44.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
44.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
43.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
43.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
43.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
43.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
43.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
43.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
42.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
42.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
42.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
42.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
41.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
41.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
40.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
40.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
40.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
40.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
39.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
39.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
39.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
38.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
38.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
38.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
38.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
37.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
37.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
36.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
34.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
34.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
32.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
RGS1 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
27.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
131.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
100.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
99.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
83.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
77.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
76.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
71.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
65.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
64.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
60.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
58.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
52.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
47.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
46.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
44.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
44.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
42.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
40.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
39.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
35.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
35.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
34.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 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.
RGS1 is potential prognostic, high expression is favorable 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
47.9
Number of samples
207
Samples
Sample
Description
TPM
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
241.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
233.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
216.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
197.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
195.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
186.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
172.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
161.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
161.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
155.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
146.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
139.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
138.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
133.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
130.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
129.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
129.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
123.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
116.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
115.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
114.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
110.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
103.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
102.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
101.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
100.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
100.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
98.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
98.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
96.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
92.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
91.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
90.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
89.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
87.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
84.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
76.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
74.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
73.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
73.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
71.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
71.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
70.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
69.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
68.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
65.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
65.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
64.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
63.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
63.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
62.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
62.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
62.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
62.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
59.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
58.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
57.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
57.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
57.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
55.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
55.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
54.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
54.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
54.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
54.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
53.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
52.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
52.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
52.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
50.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
50.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
50.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
49.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
47.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
47.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
46.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
46.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
45.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
45.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
44.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
44.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
43.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
42.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
42.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
42.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
41.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
39.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
38.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
3.8
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
