Projects per year
Abstract
Differentially methylated CpG sites (dmCpGs) that distinguish prostate tumour from adjacent benign tissue could aid in the diagnosis and prognosis of prostate cancer. Previously, the identification of such dmCpGs has only been undertaken in radical prostatectomy (RP) samples and not primary diagnostic tumour samples (needle biopsy or transurethral resection of the prostate). We interrogated an Australian dataset comprising 125 tumour and 43 adjacent histologically benign diagnostic tissue samples, including 41 paired samples, using the Infinium Human Methylation450 BeadChip. Regression analyses of paired tumour and adjacent benign samples identified 2,386 significant dmCpGs (Bonferroni p < 0.01; delta-β ≥ 40%), with LASSO regression selecting 16 dmCpGs that distinguished tumour samples in the full Australian diagnostic dataset (AUC = 0.99). Results were validated in independent North American (npaired = 19; AUC = 0.87) and The Cancer Genome Atlas (TCGA; npaired = 50; AUC = 0.94) RP datasets. Two of the 16 dmCpGs were in genes that were significantly down-regulated in Australian tumour samples (Bonferroni p < 0.01; GSTM2 and PRKCB). Ten additional dmCpGs distinguished low (n = 34) and high Gleason (n = 88) score tumours in the diagnostic Australian dataset (AUC = 0.95), but these performed poorly when applied to the RP datasets (North American: AUC = 0.66; TCGA: AUC = 0.62). The DNA methylation marks identified here could augment and improve current diagnostic tests and/or form the basis of future prognostic tests.
| Original language | English |
|---|---|
| Article number | 17877 |
| Number of pages | 8 |
| Journal | Scientific Reports |
| Volume | 14 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - 2 Aug 2024 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
-
SDG 3 Good Health and Well-being
Projects
- 2 Finished
-
Improving the lives of people at increased risk of cancer
Southey, M. (Primary Chief Investigator (PCI))
NHMRC - National Health and Medical Research Council (Australia)
24/08/17 → 31/12/18
Project: Research
-
A case control study of risk factors for aggressive prostate cancer
Giles, G. (Primary Chief Investigator (PCI)), Bolton, D. M. (Chief Investigator (CI)), Sim, M. (Chief Investigator (CI)), Millar, J. (Chief Investigator (CI)), Severi, G. (Chief Investigator (CI)) & Benke, G. (Chief Investigator (CI))
NHMRC - National Health and Medical Research Council (Australia)
1/01/10 → 31/12/14
Project: Research
Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver