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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.
NOL8 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
9.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
NOL8 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
16.0
Number of samples
486
Samples
Sample
Description
TPM
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
34.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NOL8 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
9.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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
1.9
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.
NOL8 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
16.2
Number of samples
207
Samples
Sample
Description
TPM
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
42.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
1.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
1.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
1.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.9
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.9
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.8
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
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
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_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
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
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
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
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
