Articles producció científicaBioquímica i Biotecnologia

Identification of Broad-Spectrum MMP Inhibitors by Virtual Screening

  • Identification data

    Identifier:  imarina:9225823
    Authors:  Gimeno, Aleix; Cuffaro, Doretta; Nuti, Elisa; Ojeda-Montes, Maria Jose; Beltran-Debon, Raul; Mulero, Miquel; Rossello, Armando; Pujadas, Gerard; Garcia-Vallve, Santiago
    Abstract:
    Matrix metalloproteinases (MMPs) are the family of proteases that are mainly responsible for degrading extracellular matrix (ECM) components. In the skin, the overexpression of MMPs as a result of ultraviolet radiation triggers an imbalance in the ECM turnover in a process called photoaging, which ultimately results in skin wrinkling and premature skin ageing. Therefore, the inhibition of different enzymes of the MMP family at a topical level could have positive implications for photoaging. Considering that the MMP catalytic region is mostly conserved across different enzymes of the MMP family, in this study we aimed to design a virtual screening (VS) workflow to identify broad-spectrum MMP inhibitors that can be used to delay the development of photoaging. Our in silico approach was validated in vitro with 20 VS hits from the Specs library that were not only structurally different from one another but also from known MMP inhibitors. In this bioactivity assay, 18 of the 20 compounds inhibit at least one of the assayed MMPs at 100 mu M (with 5 of them showing around 50% inhibition in all the tested MMPs at this concentration). Finally, this VS was used to identify natural products that have the potential to act as broad-spectrum MMP inhibitors and be used as a treatment for photoaging.
  • Others:

    Author, as appears in the article.: Gimeno, Aleix; Cuffaro, Doretta; Nuti, Elisa; Ojeda-Montes, Maria Jose; Beltran-Debon, Raul; Mulero, Miquel; Rossello, Armando; Pujadas, Gerard; Garcia-Vallve, Santiago
    Department: Bioquímica i Biotecnologia
    URV's Author/s: Beltrán Debón, Raúl Alejandro / Garcia Vallve, Santiago / Gimeno Vives, Aleix / Mulero Abellán, Miguel / OJEDA MONTES, Mª JOSÉ / Pujadas Anguiano, Gerard
    Keywords: User-computer interface; Ultraviolet rays; Trials; Therapy; Structure-activity relationship; Static electricity; Small molecule libraries; Skin treatment; Skin aging; Skin; Sensitivity and specificity; Protein interaction domains and motifs; Protein conformation; Protein binding; Photoaging; Non-selective matrix metalloproteinases; Natural products; Molecular docking simulation; Matrix-metalloproteinase inhibitors; Matrix metalloproteinases; Matrix metalloproteinase inhibitors; Inflammatory-bowel-disease; In vitro validation; Humans; High-throughput screening assays; Expression; Enzyme assays; Discovery; Design; Database; Crystal-structures; Catalytic domain; Cancer; Biological products; Bioactivity prediction
    Abstract: Matrix metalloproteinases (MMPs) are the family of proteases that are mainly responsible for degrading extracellular matrix (ECM) components. In the skin, the overexpression of MMPs as a result of ultraviolet radiation triggers an imbalance in the ECM turnover in a process called photoaging, which ultimately results in skin wrinkling and premature skin ageing. Therefore, the inhibition of different enzymes of the MMP family at a topical level could have positive implications for photoaging. Considering that the MMP catalytic region is mostly conserved across different enzymes of the MMP family, in this study we aimed to design a virtual screening (VS) workflow to identify broad-spectrum MMP inhibitors that can be used to delay the development of photoaging. Our in silico approach was validated in vitro with 20 VS hits from the Specs library that were not only structurally different from one another but also from known MMP inhibitors. In this bioactivity assay, 18 of the 20 compounds inhibit at least one of the assayed MMPs at 100 mu M (with 5 of them showing around 50% inhibition in all the tested MMPs at this concentration). Finally, this VS was used to identify natural products that have the potential to act as broad-spectrum MMP inhibitors and be used as a treatment for photoaging.
    Thematic Areas: Zootecnia / recursos pesqueiros; Saúde coletiva; Química; Psicología; Planejamento urbano e regional / demografia; Physical and theoretical chemistry; Pharmaceutical science; Organic chemistry; Odontología; Nutrição; Molecular medicine; Medicine (miscellaneous); Medicina veterinaria; Medicina iii; Medicina ii; Medicina i; Materiais; Matemática / probabilidade e estatística; Interdisciplinar; Geografía; General medicine; Farmacia; Ensino; Engenharias iv; Engenharias iii; Engenharias ii; Engenharias i; Educação física; Economia; Drug discovery; Ciências biológicas iii; Ciências biológicas ii; Ciências biológicas i; Ciências ambientais; Ciências agrárias i; Ciência de alimentos; Ciência da computação; Chemistry, organic; Chemistry, multidisciplinary; Chemistry (miscellaneous); Biotecnología; Biodiversidade; Biochemistry & molecular biology; Astronomia / física; Analytical chemistry
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Author's mail: aleix.gimeno@urv.cat; aleix.gimeno@urv.cat; miquel.mulero@urv.cat; santi.garcia-vallve@urv.cat; gerard.pujadas@urv.cat; raul.beltran@urv.cat
    Record's date: 2025-03-22
    Journal volume: 26
    Paper version: info:eu-repo/semantics/publishedVersion
    Link to the original source: https://www.mdpi.com/1420-3049/26/15/4553
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Paper original source: Molecules. 26 (15): 4553-
    APA: Gimeno, Aleix; Cuffaro, Doretta; Nuti, Elisa; Ojeda-Montes, Maria Jose; Beltran-Debon, Raul; Mulero, Miquel; Rossello, Armando; Pujadas, Gerard; Garci (2021). Identification of Broad-Spectrum MMP Inhibitors by Virtual Screening. Molecules, 26(15), 4553-. DOI: 10.3390/molecules26154553
    Article's DOI: 10.3390/molecules26154553
    Entity: Universitat Rovira i Virgili
    Journal publication year: 2021
    Publication Type: Journal Publications
  • Keywords:

    Analytical Chemistry,Biochemistry & Molecular Biology,Chemistry (Miscellaneous),Chemistry, Multidisciplinary,Chemistry, Organic,Drug Discovery,Medicine (Miscellaneous),Molecular Medicine,Organic Chemistry,Pharmaceutical Science,Physical and Theoretical Chemistry
    User-computer interface
    Ultraviolet rays
    Trials
    Therapy
    Structure-activity relationship
    Static electricity
    Small molecule libraries
    Skin treatment
    Skin aging
    Skin
    Sensitivity and specificity
    Protein interaction domains and motifs
    Protein conformation
    Protein binding
    Photoaging
    Non-selective matrix metalloproteinases
    Natural products
    Molecular docking simulation
    Matrix-metalloproteinase inhibitors
    Matrix metalloproteinases
    Matrix metalloproteinase inhibitors
    Inflammatory-bowel-disease
    In vitro validation
    Humans
    High-throughput screening assays
    Expression
    Enzyme assays
    Discovery
    Design
    Database
    Crystal-structures
    Catalytic domain
    Cancer
    Biological products
    Bioactivity prediction
    Zootecnia / recursos pesqueiros
    Saúde coletiva
    Química
    Psicología
    Planejamento urbano e regional / demografia
    Physical and theoretical chemistry
    Pharmaceutical science
    Organic chemistry
    Odontología
    Nutrição
    Molecular medicine
    Medicine (miscellaneous)
    Medicina veterinaria
    Medicina iii
    Medicina ii
    Medicina i
    Materiais
    Matemática / probabilidade e estatística
    Interdisciplinar
    Geografía
    General medicine
    Farmacia
    Ensino
    Engenharias iv
    Engenharias iii
    Engenharias ii
    Engenharias i
    Educação física
    Economia
    Drug discovery
    Ciências biológicas iii
    Ciências biológicas ii
    Ciências biológicas i
    Ciências ambientais
    Ciências agrárias i
    Ciência de alimentos
    Ciência da computação
    Chemistry, organic
    Chemistry, multidisciplinary
    Chemistry (miscellaneous)
    Biotecnología
    Biodiversidade
    Biochemistry & molecular biology
    Astronomia / física
    Analytical chemistry
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