Integrative analysis of hub genes for recurrent pregnancy loss with antiphospholipid syndrome: integrated bioinformatics analysis, machine learning and experimental validation - Takeaways - MDSpire

Integrative analysis of hub genes for recurrent pregnancy loss with antiphospholipid syndrome: integrated bioinformatics analysis, machine learning and experimental validation

  • By

  • Huan Zeng

  • Chengming Ding

  • Weilei Dong

  • Haochuan Long

  • Zhen Liu

  • Yulu Guo

  • Yuji Xiao

  • Wenyan Liao

  • June 4, 2026

  • 0 min

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  • 1

    Recurrent Pregnancy Loss (RPL) is significantly linked to Antiphospholipid Syndrome (APS), with unclear shared pathogenic mechanisms.

  • 2

    The study identified 10 common differentially expressed genes (DEGs) between RPL and APS, indicating immune system imbalances.

  • 3

    Machine learning methods identified NAA30, ARHGAP44, and SUGT1 as hub genes potentially involved in RPL with APS.

  • 4

    SUGT1 was found to be downregulated in RPL with APS and may affect trophoblast cell behavior.

  • 5

    The research provides insights into the molecular mechanisms of RPL with APS and identifies potential biomarkers for diagnosis.

Original Source(s)

Integrative analysis of hub genes for recurrent pregnancy loss with antiphospholipid syndrome: integrated bioinformatics analysis, machine learning and experimental validation

  • by Huan Zeng, Chengming Ding, Weilei Dong, Haochuan Long, Zhen Liu, Yulu Guo, Yuji Xiao, Wenyan Liao

  • June 4, 2026

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