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Combinatorial Virtual Library Screening Study of Transforming Growth Factor-β2–Chondroitin Sulfate System
Transforming growth factor-beta (TGF-β), a member of the TGF-β cytokine superfamily, is known to bind to sulfated glycosaminoglycans (GAGs), but the nature of this interaction remains unclear. In a recent study, we found that preterm human milk TGF-β2 is sequestered by chondroitin sulfate (CS) in it...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8305211/ https://www.ncbi.nlm.nih.gov/pubmed/34299163 http://dx.doi.org/10.3390/ijms22147542 |
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author | Sankaranarayanan, Nehru Viji Nagarajan, Balaji Desai, Umesh R. |
author_facet | Sankaranarayanan, Nehru Viji Nagarajan, Balaji Desai, Umesh R. |
author_sort | Sankaranarayanan, Nehru Viji |
collection | PubMed |
description | Transforming growth factor-beta (TGF-β), a member of the TGF-β cytokine superfamily, is known to bind to sulfated glycosaminoglycans (GAGs), but the nature of this interaction remains unclear. In a recent study, we found that preterm human milk TGF-β2 is sequestered by chondroitin sulfate (CS) in its proteoglycan form. To understand the molecular basis of the TGF-β2–CS interaction, we utilized the computational combinatorial virtual library screening (CVLS) approach in tandem with molecular dynamics (MD) simulations. All possible CS oligosaccharides were generated in a combinatorial manner to give 24 di- (CS02), 192 tetra- (CS04), and 1536 hexa- (CS06) saccharides. This library of 1752 CS oligosaccharides was first screened against TGF-β2 using the dual filter CVLS algorithm in which the GOLDScore and root-mean-square-difference (RMSD) between the best bound poses were used as surrogate markers for in silico affinity and in silico specificity. CVLS predicted that both the chain length and level of sulfation are critical for the high affinity and high specificity recognition of TGF-β2. Interestingly, CVLS led to identification of two distinct sites of GAG binding on TGF-β2. CVLS also deduced the preferred composition of the high specificity hexasaccharides, which were further assessed in all-atom explicit solvent MD simulations. The MD results confirmed that both sites of binding form stable GAG–protein complexes. More specifically, the highly selective CS chains were found to engage the TGF-β2 monomer with high affinity. Overall, this work present key principles of recognition with regard to the TGF-β2–CS system. In the process, it led to the generation of the in silico library of all possible CS oligosaccharides, which can be used for advanced studies on other protein–CS systems. Finally, the study led to the identification of unique CS sequences that are predicted to selectively recognize TGF-β2 and may out-compete common natural CS biopolymers. |
format | Online Article Text |
id | pubmed-8305211 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83052112021-07-25 Combinatorial Virtual Library Screening Study of Transforming Growth Factor-β2–Chondroitin Sulfate System Sankaranarayanan, Nehru Viji Nagarajan, Balaji Desai, Umesh R. Int J Mol Sci Article Transforming growth factor-beta (TGF-β), a member of the TGF-β cytokine superfamily, is known to bind to sulfated glycosaminoglycans (GAGs), but the nature of this interaction remains unclear. In a recent study, we found that preterm human milk TGF-β2 is sequestered by chondroitin sulfate (CS) in its proteoglycan form. To understand the molecular basis of the TGF-β2–CS interaction, we utilized the computational combinatorial virtual library screening (CVLS) approach in tandem with molecular dynamics (MD) simulations. All possible CS oligosaccharides were generated in a combinatorial manner to give 24 di- (CS02), 192 tetra- (CS04), and 1536 hexa- (CS06) saccharides. This library of 1752 CS oligosaccharides was first screened against TGF-β2 using the dual filter CVLS algorithm in which the GOLDScore and root-mean-square-difference (RMSD) between the best bound poses were used as surrogate markers for in silico affinity and in silico specificity. CVLS predicted that both the chain length and level of sulfation are critical for the high affinity and high specificity recognition of TGF-β2. Interestingly, CVLS led to identification of two distinct sites of GAG binding on TGF-β2. CVLS also deduced the preferred composition of the high specificity hexasaccharides, which were further assessed in all-atom explicit solvent MD simulations. The MD results confirmed that both sites of binding form stable GAG–protein complexes. More specifically, the highly selective CS chains were found to engage the TGF-β2 monomer with high affinity. Overall, this work present key principles of recognition with regard to the TGF-β2–CS system. In the process, it led to the generation of the in silico library of all possible CS oligosaccharides, which can be used for advanced studies on other protein–CS systems. Finally, the study led to the identification of unique CS sequences that are predicted to selectively recognize TGF-β2 and may out-compete common natural CS biopolymers. MDPI 2021-07-14 /pmc/articles/PMC8305211/ /pubmed/34299163 http://dx.doi.org/10.3390/ijms22147542 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sankaranarayanan, Nehru Viji Nagarajan, Balaji Desai, Umesh R. Combinatorial Virtual Library Screening Study of Transforming Growth Factor-β2–Chondroitin Sulfate System |
title | Combinatorial Virtual Library Screening Study of Transforming Growth Factor-β2–Chondroitin Sulfate System |
title_full | Combinatorial Virtual Library Screening Study of Transforming Growth Factor-β2–Chondroitin Sulfate System |
title_fullStr | Combinatorial Virtual Library Screening Study of Transforming Growth Factor-β2–Chondroitin Sulfate System |
title_full_unstemmed | Combinatorial Virtual Library Screening Study of Transforming Growth Factor-β2–Chondroitin Sulfate System |
title_short | Combinatorial Virtual Library Screening Study of Transforming Growth Factor-β2–Chondroitin Sulfate System |
title_sort | combinatorial virtual library screening study of transforming growth factor-β2–chondroitin sulfate system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8305211/ https://www.ncbi.nlm.nih.gov/pubmed/34299163 http://dx.doi.org/10.3390/ijms22147542 |
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