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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.
RGS19 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
6.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 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.
RGS19 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
9.1
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
6.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
6.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
6.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
6.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
6.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
6.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
6.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
5.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
5.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
5.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
5.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
5.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
5.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
5.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
5.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
5.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
5.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
5.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
4.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
4.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
4.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
4.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
4.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
4.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
4.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
4.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
4.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
4.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
4.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
4.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
4.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
4.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
4.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
4.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
3.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
3.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
3.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
3.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
3.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
3.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
3.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
3.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
3.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
3.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
3.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
3.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
3.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
2.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
2.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
2.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
2.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
2.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
2.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
1.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
1.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
RGS19 is potential prognostic, high expression is unfavorable 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
6.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
RGS19 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
8.7
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
6.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
5.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
5.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
5.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
5.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
5.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
5.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
4.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
3.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
3.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
3.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
3.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
3.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
2.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
2.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
2.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
1.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
1.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
1.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.9
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.9
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
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Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
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Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
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Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
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Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
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Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
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Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
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Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
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Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
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Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
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Normal
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
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Tumor
-0.5
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Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
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Normal
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
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Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
