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Hsa-circ_0081481-miR 3960-FBXO24 regulatory axis in non-obstructive azoospermia identifies potential biomarkers of spermatogenic failure
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  • Published: 21 May 2026

Hsa-circ_0081481-miR 3960-FBXO24 regulatory axis in non-obstructive azoospermia identifies potential biomarkers of spermatogenic failure

  • Emad Babakhanzadeh1,2,
  • Ali Khodadadian2,
  • Forouzan Esmaeili Dahaj3,
  • Hormoz Solatzadeh4,
  • Majid Nazari2,
  • Mahya Mozhdeh5,
  • Serajoddin Vahidi Mehrgardi6,
  • Mohammad hassan jafari4,
  • Mohammadreza Dehghani2,7,
  • Soudeh Ghafouri-Fard1 &
  • …
  • Nasrin Ghasemi2,7 

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Subjects

  • Biomarkers
  • Computational biology and bioinformatics
  • Diseases
  • Genetics
  • Medical research
  • Molecular biology

Abstract

The etiology of non-obstructive azoospermia (NOA) remains largely idiopathic, emphasizing the urgent need for molecular biomarkers to predict sperm retrieval outcomes. Here, we integrate bioinformatic analyses of public transcriptomic data with experimental expression profiles to investigate a potential regulatory network involving hsa-circ_0081481, miR-3960 and FBXO24 in NOA. Seven GEO datasets were analyzed to identify differentially expressed genes, and FBXO24 was found to be a consistently downregulated gene in NOA. Upstream regulators and interacting non-coding RNAs were predicted, leading to the selection of miR-3960 (a microRNA targeting FBXO24) and hsa-circ_0081481 (a circular RNA predicted to sponge miR-3960). Subsequently, FBXO24, miR-3960 and hsa-circ_0081481 expression levels were measured in the plasma of 60 men with NOA (categorized by histopathology and sperm retrieval outcome) and 40 fertile controls. FBXO24 and hsa-circ_0081481 were significantly downregulated in NOA (especially in hypospermatogenesis and maturation arrest), whereas miR-3960 was significantly upregulated in these subgroups. Of note, hsa-circ_0081481 achieved excellent diagnostic performance (AUC 0.920) in distinguishing NOA cases with successful and failed sperm retrieval, respectively. miR-3960 also showed high accuracy (AUC 0.861) after its inverse expression pattern was taken into account, and FBXO24 showed moderate predictive value. Our findings suggest that the hsa-circ_0081481/miR-3960/FBXO24 axis is dysregulated in NOA and may serve as a novel trio of non-invasive biomarkers. This study provides new insights into the molecular mechanisms of spermatogenic failure in NOA and provides a basis for improved diagnosis and personalized fertility treatment.

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Acknowledgements

The authors would like to express their sincere gratitude to the staff of the Genetics Department at Shahid Sadoughi Hospital in Yazd for their unwavering support and cooperation.

Funding

The current study was supported by a grant from Shahid Beheshti University of Medical Sciences.

Author information

Authors and Affiliations

  1. Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran

    Emad Babakhanzadeh & Soudeh Ghafouri-Fard

  2. Department of Medical Genetics, Shahid Sadoughi University of Medical Sciences, Yazd, Iran

    Emad Babakhanzadeh, Ali Khodadadian, Majid Nazari, Mohammadreza Dehghani & Nasrin Ghasemi

  3. Stem Cell Biology Research Center, Yazd Reproductive Science Institute, Shahid Sadoughi University of Medical Sciences, Yazd, Iran

    Forouzan Esmaeili Dahaj

  4. Department of Medical Biotechnology, Shahid Sadoughi University of Medical Sciences, Yazd, Iran

    Hormoz Solatzadeh & Mohammad hassan jafari

  5. Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran

    Mahya Mozhdeh

  6. Andrology Research Center, Yazd Reproductive Sciences Institute, Shahid Sadoughi University of Medical Sciences, Yazd, Iran

    Serajoddin Vahidi Mehrgardi

  7. Abortion Research Center, Yazd Reproductive Sciences Institute, Shahid Sadoughi University of Medical Sciences, Yazd, Iran

    Mohammadreza Dehghani & Nasrin Ghasemi

Authors
  1. Emad Babakhanzadeh
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  2. Ali Khodadadian
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  3. Forouzan Esmaeili Dahaj
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  4. Hormoz Solatzadeh
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  5. Majid Nazari
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  6. Mahya Mozhdeh
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  7. Serajoddin Vahidi Mehrgardi
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  8. Mohammad hassan jafari
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  9. Mohammadreza Dehghani
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  10. Soudeh Ghafouri-Fard
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  11. Nasrin Ghasemi
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Corresponding authors

Correspondence to Soudeh Ghafouri-Fard or Nasrin Ghasemi.

Ethics declarations

Ethics approval and consent to participate

The study protocol was approved by the Institutional Ethics Committee of Shahid Beheshti University of Medical Sciences of Tehran (approval number IR.SBMU.MSP.REC.1403.331), and all patients gave their written informed consent.

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Not Applicable.

Competing interests

The authors declare no competing interests.

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Cite this article

Babakhanzadeh, E., Khodadadian, A., Esmaeili Dahaj, F. et al. Hsa-circ_0081481-miR 3960-FBXO24 regulatory axis in non-obstructive azoospermia identifies potential biomarkers of spermatogenic failure. Sci Rep (2026). https://doi.org/10.1038/s41598-026-49620-x

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  • Received: 16 July 2025

  • Accepted: 15 April 2026

  • Published: 21 May 2026

  • DOI: https://doi.org/10.1038/s41598-026-49620-x

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Keywords

  • Non-obstructive azoospermia
  • Has-circ_0081481
  • miR-3960
  • FBXO24
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