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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.
RGP1 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
8.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 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.
RGP1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.8
Number of samples
486
Samples
Sample
Description
TPM
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
RGP1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RGP1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.0
Number of samples
207
Samples
Sample
Description
TPM
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
