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Updated: Mar 28, 2026

Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
Modeling-Enabled Characterization of Novel NLRX1 Ligands
Pinyi Lu1,2, Raquel Hontecillas1,2, Vida Abedi1,2
1The Center for Modeling Immunity to Enteric Pathogens, Virginia Bioinformatics Institute, Virginia Tech, Blacksburg, Virginia, 24061, United States of America.
Researchers identified natural compounds, including punicic acid (PUA) and docosahexaenoic acid (DHA), that bind to NLRX1, an immune regulator. These compounds suppress inflammation via the NF-κB pathway and show efficacy in colitis models, highlighting NLRX1
Area of Science:
- Immunology and Molecular Biology
- Natural Product Chemistry
- Inflammation Research
Background:
- Nucleotide-binding domain and leucine-rich repeat containing (NLR) family proteins are crucial for immune responses.
- NLRX1, a mitochondrial-associated NLR, modulates immune and metabolic processes.
- Identifying natural ligands for NLRX1 is key to understanding its regulatory functions.
Purpose of the Study:
- To investigate the structure of NLRX1 and identify natural compounds that bind to it.
- To assess the anti-inflammatory potential of identified NLRX1 ligands.
- To elucidate the role of NLRX1 in mediating the anti-inflammatory effects of these compounds.
Main Methods:
- Molecular docking simulations to predict potential NLRX1 ligands.
- Surface plasmon resonance (SPR) spectroscopy to experimentally validate ligand binding.
- Site-directed mutagenesis to identify critical binding residues.
- In vitro assays using bone marrow-derived macrophages (BMDMs) to assess NF-κB pathway activity.
- In vivo studies using a mouse model of dextran sodium sulfate (DSS)-induced colitis.
Main Results:
- Conjugated trienes, polyketides, and various lipids, including punicic acid (PUA), eleostearic acid (ESA), and docosahexaenoic acid (DHA), were predicted to target NLRX1.
- PUA, ESA, and DHA demonstrated binding to the C-terminal fragment of NLRX1 (cNLRX1), with binding affinity validated by SPR.
- Mutagenesis studies identified ASP677, PHE680, PHE681, and GLU684 as critical residues for ligand binding.
- PUA and DHA suppressed NF-κB activity in BMDMs in an NLRX1-dependent manner.
- PUA exhibited NLRX1-dependent anti-inflammatory effects in a DSS-induced colitis mouse model.
Conclusions:
- Novel small molecules, including PUA and DHA, have been identified as NLRX1 ligands.
- These identified ligands exert anti-inflammatory actions through an NLRX1-dependent mechanism involving NF-κB regulation.
- The findings support the therapeutic potential of targeting NLRX1 with natural compounds for inflammatory diseases.
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