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Nowak K, Oluwayiose OA, Houle E, Maxwell DL, Sawant S, Paskavitz A, Ford JB, Minguez-Alarcon L, Calafat AM, Hauser R, Pilsner JR. Urinary concentrations of phthalate and phthalate alternative metabolites and sperm DNA methylation: A multi-cohort and meta-analysis of men in preconception studies. ENVIRONMENT INTERNATIONAL 2024; 192:109049. [PMID: 39393261 DOI: 10.1016/j.envint.2024.109049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 07/12/2024] [Accepted: 10/02/2024] [Indexed: 10/13/2024]
Abstract
Phthalates are ubiquitous pollutants in the environment; however, the mechanisms of phthalate-associated reproductive disorders in men are not fully understood. The aim of this study is to investigate associations between urinary phthalate metabolite concentrations and sperm DNA methylation. The study was conducted on 697 men from three prospective pregnancy cohorts: Longitudinal Investigation of Fertility and the Environment (LIFE) Study, Sperm Environmental Epigenetics and Development Study (SEEDS), and Environment and Reproductive Health (EARTH) Study. Eighteen phthalate and two phthalate alternative metabolites were quantified by mass spectrometry in preconception urinary samples and sperm DNA methylation was measured via Illumina EPIC Array (v1). Regional methylation analyses were conducted to identify cohort-specific loci associated with urinary phthalate metabolites. Models were adjusted for age, body mass index (BMI), race, smoking status, urinary creatinine/specific gravity, and analytical batch for phthalate measurements. The cohort-specific results were meta-analyzed using METAL. Participants had an average age of 30 years, most (79.6 %) of whom had BMI>25 kg/m2 and were non-smokers (90.1 %). A total of 7,979 differentially methylated regions (DMRs; 7,979 LIFE-specific DMRs, 72 SEEDS-specific DMRs, and 23 EARTH-specific DMRs) were associated with urinary MBzP, MiBP, MMP, MCNP, MCPP, MBP, and MCOCH. Meta-analysis identified fewer DMRs than cohort-specific models: 946 DMRs were associated with MBzP, 27 DMRs associated with MiBP, and 1 DMR associated with MEHP. The majority of cohort-specific and meta-analysis-derived DMRs displayed a positive association with phthalate metabolite concentrations and were enriched in genes associated with spermatogenesis, response to hormones and their metabolism, embryonic organ development and developmental growth. In conclusion, several preconception urinary phthalate metabolites were associated with increased DNA methylation patterns in sperm. These findings provide an epigenetic pathway by which environmental phthalate exposures can impact couples' reproductive outcomes.
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Affiliation(s)
- Karolina Nowak
- C.S. Mott Center for Human Growth and Development, Department of Obstetrics and Gynecology, Wayne State University, School of Medicine, Detroit, MI, USA
| | - Oladele A Oluwayiose
- C.S. Mott Center for Human Growth and Development, Department of Obstetrics and Gynecology, Wayne State University, School of Medicine, Detroit, MI, USA
| | - Emily Houle
- C.S. Mott Center for Human Growth and Development, Department of Obstetrics and Gynecology, Wayne State University, School of Medicine, Detroit, MI, USA
| | - DruAnne L Maxwell
- C.S. Mott Center for Human Growth and Development, Department of Obstetrics and Gynecology, Wayne State University, School of Medicine, Detroit, MI, USA
| | - Savni Sawant
- C.S. Mott Center for Human Growth and Development, Department of Obstetrics and Gynecology, Wayne State University, School of Medicine, Detroit, MI, USA
| | - Amanda Paskavitz
- C.S. Mott Center for Human Growth and Development, Department of Obstetrics and Gynecology, Wayne State University, School of Medicine, Detroit, MI, USA
| | - Jennifer B Ford
- Departments of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Lidia Minguez-Alarcon
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Antonia M Calafat
- National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Russ Hauser
- Departments of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - J Richard Pilsner
- C.S. Mott Center for Human Growth and Development, Department of Obstetrics and Gynecology, Wayne State University, School of Medicine, Detroit, MI, USA; Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, USA.
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Fontana L, Sirchia SM, Pesenti C, Colpi GM, Miozzo MR. Non-invasive biomarkers for sperm retrieval in non-obstructive patients: a comprehensive review. Front Endocrinol (Lausanne) 2024; 15:1349000. [PMID: 38689732 PMCID: PMC11058837 DOI: 10.3389/fendo.2024.1349000] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Accepted: 04/01/2024] [Indexed: 05/02/2024] Open
Abstract
Recent advancements in reproductive medicine have guided novel strategies for addressing male infertility, particularly in cases of non-obstructive azoospermia (NOA). Two prominent invasive interventions, namely testicular sperm extraction (TESE) and microdissection TESE (micro-TESE), have emerged as key techniques to retrieve gametes for assisted reproduction technologies (ART). Both heterogeneity and complexity of NOA pose a multifaceted challenge to clinicians, as the invasiveness of these procedures and their unpredictable success underscore the need for more precise guidance. Seminal plasma can be aptly regarded as a liquid biopsy of the male reproductive tract, encompassing secretions from the testes, epididymides, seminal vesicles, bulbourethral glands, and prostate. This fluid harbors a variety of cell-free nucleic acids, microvesicles, proteins, and metabolites intricately linked to gonadal activity. However, despite numerous investigations exploring potential biomarkers from seminal fluid, their widespread inclusion into the clinical practice remains limited. This could be partially due to the complex interplay of diverse clinical and genetic factors inherent to NOA that likely contributes to the absence of definitive biomarkers for residual spermatogenesis. It is conceivable that the integration of clinical data with biomarkers could increase the potential in predicting surgical procedure outcomes and their choice in NOA cases. This comprehensive review addresses the challenge of sperm retrieval in NOA through non-invasive biomarkers. Moreover, we delve into promising perspectives, elucidating innovative approaches grounded in multi-omics methodologies, including genomics, transcriptomics and proteomics. These cutting-edge techniques, combined with the clinical and genetics features of patients, could improve the use of biomarkers in personalized medical approaches, patient counseling, and the decision-making continuum. Finally, Artificial intelligence (AI) holds significant potential in the realm of combining biomarkers and clinical data, also in the context of identifying non-invasive biomarkers for sperm retrieval.
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Affiliation(s)
- Laura Fontana
- Medical Genetics Unit, Aziende Socio Sanitarie Territoriali (ASST) Santi Paolo e Carlo, Milan, Italy
- Medical Genetics, Department of Health Sciences, Università degli Studi di Milano, Milan, Italy
| | - Silvia M. Sirchia
- Medical Genetics, Department of Health Sciences, Università degli Studi di Milano, Milan, Italy
| | - Chiara Pesenti
- Medical Genetics Unit, Aziende Socio Sanitarie Territoriali (ASST) Santi Paolo e Carlo, Milan, Italy
| | - Giovanni Maria Colpi
- Next Fertility Procrea, International Center for Assisted Reproductive Technology, Lugano, Switzerland
| | - Monica R. Miozzo
- Medical Genetics Unit, Aziende Socio Sanitarie Territoriali (ASST) Santi Paolo e Carlo, Milan, Italy
- Medical Genetics, Department of Health Sciences, Università degli Studi di Milano, Milan, Italy
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Ozturk S. Genetic variants underlying spermatogenic arrests in men with non-obstructive azoospermia. Cell Cycle 2023; 22:1021-1061. [PMID: 36740861 PMCID: PMC10081088 DOI: 10.1080/15384101.2023.2171544] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 12/29/2022] [Accepted: 01/18/2023] [Indexed: 02/07/2023] Open
Abstract
Spermatogenic arrest is a severe form of non-obstructive azoospermia (NOA), which occurs in 10-15% of infertile men. Interruption in spermatogenic progression at premeiotic, meiotic, or postmeiotic stage can lead to arrest in men with NOA. Recent studies have intensively focused on defining genetic variants underlying these spermatogenic arrests by making genome/exome sequencing. A number of variants were discovered in the genes involving in mitosis, meiosis, germline differentiation and other basic cellular events. Herein, defined variants in NOA cases with spermatogenic arrests and created knockout mouse models for the related genes are comprehensively reviewed. Also, importance of gene panel-based screening for NOA cases was discussed. Screening common variants in these infertile men with spermatogenic arrests may contribute to elucidating the molecular background and designing novel treatment strategies.
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Affiliation(s)
- Saffet Ozturk
- Department of Histology and Embryology, Akdeniz University School of Medicine, Antalya, Turkey
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