Metabolomic analysis of prostate cancer risk in a prospective cohort: The alpha‐tocopherol, beta‐carotene cancer prevention (ATBC) study
Open accessAbstract
Despite decades of concerted epidemiological research, relatively little is known about the etiology of prostate cancer. As genome‐wide association studies have identified numerous genetic variants, so metabolomic profiling of blood and other tissues represents an agnostic, “broad‐spectrum” approach for examining potential metabolic biomarkers of prostate cancer risk. To this end, we conducted a prospective analysis of prostate cancer within the Alpha‐Tocopherol, Beta‐Carotene Cancer Prevention Study cohort based on 200 cases (100 aggressive) and 200 controls (age‐ and blood collection date‐matched) with fasting serum collected up to 20 years prior to case diagnoses. Ultrahigh performance liquid chromatography/mass spectroscopy and gas chromatography/mass spectroscopy identified 626 compounds detected in >95% of the men and the odds ratio per 1‐standard deviation increase in log‐metabolite levels and risk were estimated using conditional logistic regression. We observed strong inverse associations between energy and lipid metabolites and aggressive cancer (p = 0.018 and p = 0.041, respectively, for chemical class over‐representation). Inositol‐1‐phosphate showed the strongest association (OR = 0.56, 95% CI = 0.39–0.81, p = 0.002) and glycerophospholipids and fatty acids were heavily represented; e.g., oleoyl‐linoleoyl‐glycerophosphoinositol (OR = 0.64, p = 0.004), 1‐stearoylglycerophosphoglycerol (OR=0.65, p = 0.025), stearate (OR=0.65, p = 0.010) and docosadienoate (OR = 0.66, p = 0.014). Both alpha‐ketoglutarate and citrate were associated with aggressive disease risk (OR = 0.69, 95% CI = 0.51–0.94, p = 0.02; OR = 0.69, 95% CI = 0.50–0.95, p = 0.02), as were elevated thyroxine and trimethylamine oxide (OR = 1.65, 95% CI = 1.08–2.54, p = 0.021; and OR = 1.36, 95% CI = 1.02–1.81, p = 0.039). Serum PSA adjustment did not alter the findings. Our data reveal several metabolomic leads that may have pathophysiological relevance to prostate carcinogenesis and should be examined through additional research.
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The Women's Health Initiative and ATBC studies reported that alterations in choline metabolism and plasma TMAO predicted risk factors for colorectal cancer.
“The Women's Health Initiative and the alpha-tocopherol, beta-carotene cancer prevention observational studies reported that alterations in choline metabolism and plasma TMAO concentrations were predicted risk factors for colorectal cancer (7,83).”
From Trimethylamine <i>N</i> -Oxide, the Microbiome, and Heart and Kidney Disease (2017) · cites this paper as [83]
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References 44 · Cited by 179
- Authors
- Mondul, A. M., Moore, S. C., Weinstein, S. J., Karoly, E. D., Sampson, J. N., & Albanes, D.
- Affiliations
- University of Michigan (US)
- United States Department of Health and Human Services (US)
- Metabolon (United States) (US)
- Corresponding author
- Albanes, Demetrius
- ORCID
- Venue
- International Journal of Cancer
- Publisher
- Wiley
- Published
- 2015-05-09
- Volume
- 137
- Issue
- 9
- Pages
- 2124-2132
- ISSN
- 0020-7136 (ISSN-L)
- 1097-0215
- PMC
- PMC4537663
- OpenAlex
- W1632396457
- Cited by
- 179
- References
- 44
- Citations by year
- 2026: 7 · 2025: 8 · 2024: 14 · 2023: 15 · 2022: 19 · 2021: 16 · 2020: 29 · 2019: 22 · 2018: 16 · 2017: 14 · 2016: 17 · 2015: 2
- FWCI
- 7.09
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- International Journal of Cancer (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Deep Blue (University of Michigan) (submittedVersion)
- Funders
- Intramural Research Program of the Division of Cancer Epidemiology and Genetics
- National Cancer Institute
- NIH
- DHHS
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Metabolomics and Mass Spectrometry Studies
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Prostate Cancer Treatment and Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer, Lipids, and Metabolism
- Keywords
- prostate cancer, aggressive prostate cancer, serum metabolomics, metabolic biomarkers, inositol-1-phosphate, glycerophospholipids, fatty acids, energy metabolites, lipid metabolites, alpha-ketoglutarate, citrate, thyroxine, trimethylamine N-oxide, ATBC Study, cancer risk prediction, vitamin E, beta-carotene
- MeSH terms
- Adenocarcinoma, Humans, Male, Middle Aged, Prospective Studies, Prostatic Neoplasms, Biomarkers, Tumor, beta Carotene, alpha-Tocopherol, Metabolomics, Metabolome
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