{
  "abstract": "A multidisciplinary experimental and computational investigation of 2,5-di(pyridin-4-yl)-1,3,4-oxadiazole (compound 4) is reported. The compound was synthesized and characterized using FTIR, NMR, ESI–MS, and single-crystal X-ray diffraction, confirming its molecular structure and crystallographic features. To explore its possible pharmacological relevance, SwissTargetPrediction, molecular docking, molecular dynamics simulations, ADME/toxicity prediction, and DFT calculations were performed. SwissTargetPrediction suggested possible interactions with several protein classes, while molecular docking indicated favorable predicted binding poses of compound 4 within selected protein targets, particularly MurA and JAK2. Molecular dynamics simulations over 50 ns supported the preliminary stability of the corresponding protein–ligand complexes under the applied simulation conditions. ADME predictions suggested acceptable rule-based drug-likeness parameters, including predicted gastrointestinal absorption and blood–brain barrier permeability. However, in silico toxicity assessment also indicated potential safety alerts, including hepatotoxicity, neurotoxicity, and carcinogenicity risks, which require experimental verification. DFT calculations at the B3LYP/6-311G level, together with NBO, MEP, and Hirshfeld-related analyses, provided additional insight into the electronic distribution, charge-transfer behavior, and intermolecular interaction features of compound 4. Overall, the combined experimental and computational results identify compound 4 as a structurally confirmed oxadiazole scaffold with computationally suggested interactions toward selected biologically relevant targets. Nevertheless, its predicted biological properties should be considered preliminary and require further in vitro and in vivo validation.",
  "abstract_shown": true,
  "affiliations": [
    "Laboratory of Molecular Chemistry, Materials, Catalysis and Environment, Faculty of Sciences and Technology, Sultan Moulay Slimane University",
    "Faculty of Science, Laboratory of Applied Chemistry and Environment (LCAE), University Mohammed Premier",
    "Bioorganique Chemistry Laboratory, Faculty of Science",
    "Department of Pesticide Chemistry and Technology, Faculty of Agriculture, Alexandria University",
    "Synthetic and Natural Products Drug Discovery Lab., Department of Chemistry, Government College Women University",
    "Applied Science Research Center, Applied Science Private University",
    "Department of Chemistry, Faculty of Science, Applied Science Private University",
    "X-Ray Diffraction Unit, RIAIDT, University of Santiago de Compostela, Campus VIDA",
    "Centro de Investigación de Procesos del Instituto Tecnológico Comfenalco (CIPTEC), Fundación Universitaria Tecnológico Comfenalco"
  ],
  "article_type": null,
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  "author_total": 13,
  "authors": [
    {
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        0
      ],
      "name": "Chaimaa Hatim"
    },
    {
      "affs": [
        1
      ],
      "name": "Abdessamad Benabbou"
    },
    {
      "affs": [
        2
      ],
      "name": "Said Jebbari"
    },
    {
      "affs": [
        3
      ],
      "name": "Mohamed R. Fouad"
    },
    {
      "affs": [
        1
      ],
      "name": "Rachid Touzani"
    },
    {
      "affs": [
        4
      ],
      "name": "Bushra Shakoor"
    },
    {
      "affs": [
        5
      ],
      "name": "Marwa Alaqarbeh"
    },
    {
      "affs": [
        0
      ],
      "name": "Hajiba Ouchetto"
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    {
      "affs": [
        0
      ],
      "name": "Mostafa Khouili"
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    {
      "affs": [
        6
      ],
      "name": "Zaragoza Verez Guillermo"
    },
    {
      "affs": [
        7
      ],
      "name": "Abdessamad Tounsi"
    },
    {
      "affs": [
        8
      ],
      "name": "Alejandro Morales-Bayuelo"
    },
    {
      "affs": [
        0
      ],
      "name": "Mohamed Anouar Harrad"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/17vnwewvcq6yv.bib",
  "cited_by": 0,
  "doi": "10.1038/s41598-026-59504-9",
  "fulltext_url": "https://doi.org/10.1038/s41598-026-59504-9",
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    "2045-2322"
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  "language": "en",
  "licence": "CC-BY",
  "licence_label": "CC BY",
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      "1605|Structural and Chemical Analysis of Organic and Inorganic Compounds"
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  "pdf_url": "https://www.nature.com/articles/s41598-026-59504-9_reference.pdf",
  "pmcid": null,
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  "published": "2026-06-01",
  "publisher": "Nature Portfolio",
  "ris": "https://research.draconitic.com/paper/17vnwewvcq6yv.ris",
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      "field": "chemistry",
      "origin": "openalex:1605|Structural and Chemical Analysis of Organic and Inorganic Compounds",
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  ],
  "title": "Design and synthesis of 2,5-di(pyridin-4-yl)-1,3,4-oxadiazole: structural elucidation, DFT insights, and preliminary in silico biological evaluation",
  "title_text": "Design and synthesis of 2,5-di(pyridin-4-yl)-1,3,4-oxadiazole: structural elucidation, DFT insights, and preliminary in silico biological evaluation",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T13:45:48Z",
  "url": "https://research.draconitic.com/paper/17vnwewvcq6yv",
  "venue": "Scientific Reports",
  "versions": []
}