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February 22, 2026PLoS ONE0 citationsOpen Access

Molecular interplay of ASNS and the PI3K-AKT-mTOR pathway in CMV and HIV co-infections: Therapeutic implications

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HZHao ZhangSYShuYou YuanSDShaoXiang Ding

Key Points

  • The aim is to understand how asparagine synthetase (ASNS) interacts with the PI3K-AKT-mTOR pathway in CMV/HIV co-infection.
  • Conducted integrated bioinformatics analyses of transcriptomic data
  • Used machine learning to identify critical nodes in protein-protein interaction networks
  • Localized ASNS and MDM2 using single-cell RNA sequencing
  • Performed transcription factor analysis to identify RUNX1
  • Conducted molecular docking and simulation studies with cidofovir.
  • ASNS was upregulated after CMV infection and in all stages of HIV disease
  • RUNX1 was identified as a key regulatory transcription factor for ASNS
  • Cidofovir binds ASNS with high affinity, forming a more stable complex
  • RUNX1 was confirmed as a top biomarker for HIV treatment resistance with an AUC of 0.714

Abstract

CMV/HIV coinfection markedly exacerbates disease progression, elevates treatment failure risk, and worsens patient outcomes, yet the underlying molecular mechanisms remain incompletely understood—creating an urgent need for targeted host-focused research. This study identifies asparagine synthetase (ASNS) as a pivotal metabolic-signaling hub in coinfection pathogenesis, with critical interactions with the PI3K-AKT-mTOR pathway. Using integrated bioinformatics analyses of transcriptomic data, ASNS emerged as a central hub in protein-protein interaction networks, with robust positive co-expression alongside key PI3K-AKT-mTOR components (PIK3CA, MTOR, AKT2, AKT3), while machine learning validated AKT2 as a critical node. ASNS was consistently upregulated 48 hours following CMV infection and across all HIV disease stages, while single-cell RNA sequencing localized ASNS and MDM2 to plasma cells in HIV-positive individuals—implicating their role in virus-driven immune responses. Transcription factor analysis identified RUNX1 as a central regulator: bioinformatics predictions confirmed RUNX1 binds to the ASNS promoter, and validation studies identified RUNX1 as the top biomarker for HIV treatment resistance (AUC = 0.714). Molecular docking and 200-ns dynamics simulations showed that cidofovir—an approved antiviral agent—binds ASNS with high affinity (−6.61 kcal/mol) through nine hydrogen bonds, forming a more stable complex than ASNS-ONL, with VAL-51 and ASN-74 as key residues. Collectively, these findings establish ASNS as a host metabolic-signaling hub exploited by CMV and HIV, highlighting its potential as a novel therapeutic target. Targeting ASNS, particularly at residues VAL-51 and ASN-74, may offer a promising host-directed strategy to improve coinfection treatment outcomes. This work lays the groundwork for experimental validation and the development of targeted therapies for CMV/HIV coinfection.

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Cite This Study

Zhang et al. (2026) studied this question.

synapsesocial.com/papers/699a9e0e482488d673cd47ddhttps://doi.org/10.1371/journal.pone.0342050
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