Interaction of thyroid hormonal imbalance, obesity, and Y-chromosomal gene dysregulation in male infertility: a case–control study

OBJECTIVES: This study aimed to investigate the association between thyroid hormone disturbances, obesity-related parameters, and the expression profiles of Y-linked spermatogenic genes (AZFa, AZFb, and AZFc) in infertile men, and to determine whether endocrine and metabolic alterations predict AZF gene dysregulation. METHODS: A case-control study included 150 infertile men and 150 fertile controls. Anthropometric indices and hormonal, biochemical, and inflammatory markers were assessed. Relative expression levels of AZFa, AZFb, and AZFc genes were quantified using qRT-PCR and the 2ˆ-ΔΔCT method. Correlation analysis, LASSO regression, and ROC curve modeling were performed to identify predictors of AZF gene downregulation. RESULTS: Infertile men had significantly higher BMI, waist circumference, and thyroid-stimulating hormone (TSH) levels, with reduced triiodothyronine (T3) and thyroxine (T4) concentrations (p<0.001). AZFa, AZFb, and AZFc expression levels were significantly decreased and negatively correlated with TSH, BMI, and inflammatory cytokines. A combined model of TSH, BMI, and interleukin-6 demonstrated the highest diagnostic accuracy (AUC=0.88), with 86 % sensitivity and 80 % specificity. CONCLUSIONS: Thyroid dysfunction, obesity, and systemic inflammation synergistically downregulate AZF gene expression and impair spermatogenesis. Integrating endocrine, metabolic, inflammatory, and molecular markers may improve diagnostic precision and personalized management of male infertility.

Authors

Institutions

Publication Details

Journal
Hormone Molecular Biology and Clinical Investigation
Published
2026-04-10
DOI
https://doi.org/10.1515/hmbci-2026-0004
Primary Topic
Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Interaction of thyroid hormonal imbalance, obesity, and Y-chromosomal gene dysregulation in male infertility: a case–control study

Dinesh Roy Divakaran, Kanchana Sreekumaran Nair Bindhu, Nalini Devarajan, Magesh Vadivelu et al.
Hormone Molecular Biology and Clinical Investigation
Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities
article

Interaction of thyroid hormonal imbalance, obesity, and Y-chromosomal gene dysregulation in male infertility: a case–control study

Dinesh Roy Divakaran, Kanchana Sreekumaran Nair Bindhu, Nalini Devarajan, Magesh Vadivelu, Sreeshma Purushothaman Pillai, Ajitha E Veluthakunju, Jeyapal Vidhyadharan
article en

Abstract

OBJECTIVES: This study aimed to investigate the association between thyroid hormone disturbances, obesity-related parameters, and the expression profiles of Y-linked spermatogenic genes (AZFa, AZFb, and AZFc) in infertile men, and to determine whether endocrine and metabolic alterations predict AZF gene dysregulation. METHODS: A case-control study included 150 infertile men and 150 fertile controls. Anthropometric indices and hormonal, biochemical, and inflammatory markers were assessed. Relative expression levels of AZFa, AZFb, and AZFc genes were quantified using qRT-PCR and the 2ˆ-ΔΔCT method. Correlation analysis, LASSO regression, and ROC curve modeling were performed to identify predictors of AZF gene downregulation. RESULTS: Infertile men had significantly higher BMI, waist circumference, and thyroid-stimulating hormone (TSH) levels, with reduced triiodothyronine (T3) and thyroxine (T4) concentrations (p<0.001). AZFa, AZFb, and AZFc expression levels were significantly decreased and negatively correlated with TSH, BMI, and inflammatory cytokines. A combined model of TSH, BMI, and interleukin-6 demonstrated the highest diagnostic accuracy (AUC=0.88), with 86 % sensitivity and 80 % specificity. CONCLUSIONS: Thyroid dysfunction, obesity, and systemic inflammation synergistically downregulate AZF gene expression and impair spermatogenesis. Integrating endocrine, metabolic, inflammatory, and molecular markers may improve diagnostic precision and personalized management of male infertility.

Hormone Molecular Biology and Clinical Investigation
Centre For Development Studies (IN), Meenakshi Academy of Higher Education and Research (IN), HLL Lifecare (India) (IN), Meenakshi Medical College Hospital and Research Institute (IN)
Openalex Percentile: Top 17%
Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.