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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RGS5 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
23.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
186.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
167.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
119.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
99.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
87.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
80.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
78.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
76.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
71.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
68.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
68.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
62.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
58.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
56.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
56.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
54.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
54.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
53.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
53.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
53.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
52.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
51.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
50.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
49.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
48.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
48.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
46.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
44.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
44.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
43.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
41.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
41.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
40.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
40.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
40.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
39.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
38.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
38.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
38.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
37.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
34.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
34.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
32.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
29.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
29.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
20.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RGS5 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
101.6
Number of samples
486
Samples
Sample
Description
TPM
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
669.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
453.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
423.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
422.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
374.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
337.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
336.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
335.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
325.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
306.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
284.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
282.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
272.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
249.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
239.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
230.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
226.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
224.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
222.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
221.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
209.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
208.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
208.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
205.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
205.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
203.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
200.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
198.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
197.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
196.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
193.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
193.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
191.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
190.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
188.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
188.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
185.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
182.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
181.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
181.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
179.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
178.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
175.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
175.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
174.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
174.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
173.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
173.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
171.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
171.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
169.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
168.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
167.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
165.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
165.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
164.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
164.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
162.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
162.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
161.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
160.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
158.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
158.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
158.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
158.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
156.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
156.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
156.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
154.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
154.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
153.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
151.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
150.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
148.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
148.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
145.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
145.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
144.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
143.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
143.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
142.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
142.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
141.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
141.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
141.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
140.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
139.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
138.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
137.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
137.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
137.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
136.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
136.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
136.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
135.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
135.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
135.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
134.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
134.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
133.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
133.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
133.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
133.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
133.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
132.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
132.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
132.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
131.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
130.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
130.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
129.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
129.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
129.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
128.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
127.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
127.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
126.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
126.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
125.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
124.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
124.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
124.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
124.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
123.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
123.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
123.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
123.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
123.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
122.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
121.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
121.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
121.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
121.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
120.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
119.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
119.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
119.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
119.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
118.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
117.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
117.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
117.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
117.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
115.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
114.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
114.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
114.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
113.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
111.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
110.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
110.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
109.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
108.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
108.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
108.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
107.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
107.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
107.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
107.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
107.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
107.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
106.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
106.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
106.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
106.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
106.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
105.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
105.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
105.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
105.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
104.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
104.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
103.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
103.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
103.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
103.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
102.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
102.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
102.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
101.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
101.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
101.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
101.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
101.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
101.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
101.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
100.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
100.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
100.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
99.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
99.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
99.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
98.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
98.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
98.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
98.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
97.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
97.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
97.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
97.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
97.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
96.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
96.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
96.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
96.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
96.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
95.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
95.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
95.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
95.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
94.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
94.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
94.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
94.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
93.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
93.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
93.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
93.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
93.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
93.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
93.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
92.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
91.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
91.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
91.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
91.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
90.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
90.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
89.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
89.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
89.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
88.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
88.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
88.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
88.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
88.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
88.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
88.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
87.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
87.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
87.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
86.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
86.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
86.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
86.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
86.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
86.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
85.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
85.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
84.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
84.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
84.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
84.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
84.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
83.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
83.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
83.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
83.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
83.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
83.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
82.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
82.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
82.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
82.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
82.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
82.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
82.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
82.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
82.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
81.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
81.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
81.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
80.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
80.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
80.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
80.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
80.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
80.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
79.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
78.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
78.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
78.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
78.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
78.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
78.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
78.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
77.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
77.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
77.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
77.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
76.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
76.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
76.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
76.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
76.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
76.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
76.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
76.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
76.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
75.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
75.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
75.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
75.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
75.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
74.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
74.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
74.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
74.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
74.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
73.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
73.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
73.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
73.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
73.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
73.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
73.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
73.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
71.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
71.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
71.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
71.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
71.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
71.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
71.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
71.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
71.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
70.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
70.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
70.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
70.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
70.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
69.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
69.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
69.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
69.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
69.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
68.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
68.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
68.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
68.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
68.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
68.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
67.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
67.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
67.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
66.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
66.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
66.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
66.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
66.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
66.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
65.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
65.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
65.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
65.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
64.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
64.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
63.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
63.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
63.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
63.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
63.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
63.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
63.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
63.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
62.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
62.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
62.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
62.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
62.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
61.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
61.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
61.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
60.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
60.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
60.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
60.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
60.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
59.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
59.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
59.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
58.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
58.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
58.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
58.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
58.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
57.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
57.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
57.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
57.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
57.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
57.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
56.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
56.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
55.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
55.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
55.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
55.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
55.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
54.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
54.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
54.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
54.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
53.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
53.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
52.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
52.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
52.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
52.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
52.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
51.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
51.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
51.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
50.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
50.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
49.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
49.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
49.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
49.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
49.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
48.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
48.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
47.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
47.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
47.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
47.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
47.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
47.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
46.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
46.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
46.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
45.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
45.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
44.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
44.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
44.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
43.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
42.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
42.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
42.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
42.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
41.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
40.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
37.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
37.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
36.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.0
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.
RGS5 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
32.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
157.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
120.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
86.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
73.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
70.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
70.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
67.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
66.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
65.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
64.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
61.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
56.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
52.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
52.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
47.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
46.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
46.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
45.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
43.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
42.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
42.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
40.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
39.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
37.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
37.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
36.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
36.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
33.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
33.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
33.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
33.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
32.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
32.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
27.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
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.
RGS5 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
127.2
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
611.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
572.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
537.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
466.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
347.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
342.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
341.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
288.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
283.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
278.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
274.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
272.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
270.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
268.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
264.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
262.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
259.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
243.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
242.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
234.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
224.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
208.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
203.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
202.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
201.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
200.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
195.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
194.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
194.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
193.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
192.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
192.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
191.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
190.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
188.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
185.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
182.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
181.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
177.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
176.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
175.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
173.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
171.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
169.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
167.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
166.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
165.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
164.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
163.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
159.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
153.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
152.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
150.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
145.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
144.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
144.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
144.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
143.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
142.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
142.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
142.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
142.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
140.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
138.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
136.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
136.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
135.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
133.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
133.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
132.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
132.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
131.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
130.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
129.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
128.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
126.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
126.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
124.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
124.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
123.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
123.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
123.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
123.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
120.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
120.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
119.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
118.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
116.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
116.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
116.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
116.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
116.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
115.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
113.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
113.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
112.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
111.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
111.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
109.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
108.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
108.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
106.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
106.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
106.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
105.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
105.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
104.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
104.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
103.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
103.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
102.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
101.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
100.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
100.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
99.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
99.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
97.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
96.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
95.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
92.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
92.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
92.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
92.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
92.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
92.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
91.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
89.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
89.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
88.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
87.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
87.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
87.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
86.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
86.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
86.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
86.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
85.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
84.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
84.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
83.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
83.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
82.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
82.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
82.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
81.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
81.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
81.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
80.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
80.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
80.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
80.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
79.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
77.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
77.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
77.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
76.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
76.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
72.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
71.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
69.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
68.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
67.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
66.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
66.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
66.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
64.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
64.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
63.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
63.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
63.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
61.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
60.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
60.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
59.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
58.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
58.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
57.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
57.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
57.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
57.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
57.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
55.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
55.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
55.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
51.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
51.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
51.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
51.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
48.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
48.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
45.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
45.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
44.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
43.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
42.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
42.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
34.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
