Achieving molecular recognition of structural analogues in surface-enhanced Raman spectroscopy: inducing charge and geometry complementarity to mimic molecular docking

Molecular recognition of complex isomeric biomolecules remains challenging in surface-enhanced Raman scattering (SERS) spectroscopy due to their small Raman cross-sections and/or poor surface affinities. To date, the use of molecular probes has achieved excellent molecular sensitivities but still su...

Full description

Saved in:
Bibliographic Details
Main Authors: Leong, Shi Xuan, Kao, Ya-Chuan, Han, Xuemei, Poh, Zhong Wei, Chen, Jaslyn Ru Ting, Tan, Emily Xi, Leong, Yong Xiang, Lee, Yih Hong, Teo, Wei Xuan, Yip, George W., Lam, Yulin, Ling, Xing Yi
Other Authors: School of Chemistry, Chemical Engineering and Biotechnology
Format: Article
Language:English
Published: 2023
Subjects:
Online Access:https://hdl.handle.net/10356/171344
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-171344
record_format dspace
spelling sg-ntu-dr.10356-1713442023-10-19T04:25:28Z Achieving molecular recognition of structural analogues in surface-enhanced Raman spectroscopy: inducing charge and geometry complementarity to mimic molecular docking Leong, Shi Xuan Kao, Ya-Chuan Han, Xuemei Poh, Zhong Wei Chen, Jaslyn Ru Ting Tan, Emily Xi Leong, Yong Xiang Lee, Yih Hong Teo, Wei Xuan Yip, George W. Lam, Yulin Ling, Xing Yi School of Chemistry, Chemical Engineering and Biotechnology Institute For Digital Molecular Analytics and Science Engineering::Chemical engineering Isomers Molecular Probes Molecular recognition of complex isomeric biomolecules remains challenging in surface-enhanced Raman scattering (SERS) spectroscopy due to their small Raman cross-sections and/or poor surface affinities. To date, the use of molecular probes has achieved excellent molecular sensitivities but still suffers from poor spectral specificity. Here, we induce "charge and geometry complementarity" between probe and analyte as a key strategy to achieve high spectral specificity for effective SERS molecular recognition of structural analogues. We employ 4-mercaptopyridine (MPY) as the probe, and chondroitin sulfate (CS) disaccharides with isomeric sulfation patterns as our proof-of-concept study. Our experimental and in silico studies reveal that "charge and geometry complementarity" between MPY's binding pocket and the CS sulfation patterns drives the formation of site-specific, multidentate interactions at the respective CS isomerism sites, which "locks" each CS in its analogue-specific complex geometry, akin to molecular docking events. Leveraging the resultant spectral fingerprints, we achieve > 97 % classification accuracy for 4 CSs and 5 potential structural interferences, as well as attain multiplex CS quantification with < 3 % prediction error. These insights could enable practical SERS differentiation of biologically important isomers to meet the burgeoning demand for fast-responding applications across various fields such as biodiagnostics, food and environmental surveillance. Agency for Science, Technology and Research (A*STAR) Ministry of Education (MOE) Ministry of Health (MOH) National Research Foundation (NRF) This research is supported by Singapore National Research Foundation Central Gap Fund (NRF2020NRF-CG001-010), Competitive Research Programme (NRF-CRP26-2021-0002), NRF Investigatorship (NRF-NRFI08-2022-0011), A*STAR AME Individual Research Grant (A20E5c0082), and Institute for Digital Molecular Analytics and Science (IDMxS) under Research Centres of Excellence Scheme, Singapore Ministry of Education. Work in the lab of G. W. Y. is supported by the National Medical Research Council Grant MOH-000152. 2023-10-19T04:25:28Z 2023-10-19T04:25:28Z 2023 Journal Article Leong, S. X., Kao, Y., Han, X., Poh, Z. W., Chen, J. R. T., Tan, E. X., Leong, Y. X., Lee, Y. H., Teo, W. X., Yip, G. W., Lam, Y. & Ling, X. Y. (2023). Achieving molecular recognition of structural analogues in surface-enhanced Raman spectroscopy: inducing charge and geometry complementarity to mimic molecular docking. Angewandte Chemie, e202309610-. https://dx.doi.org/10.1002/anie.202309610 0044-8249 https://hdl.handle.net/10356/171344 10.1002/anie.202309610 37675645 2-s2.0-85171354583 e202309610 en NRF2020NRF-CG001-010 NRF-CRP26-2021-0002 NRF-NRFI08-2022-0011 A20E5c0082 MOH-000152 Angewandte Chemie © 2023 Wiley-VCH GmbH. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Chemical engineering
Isomers
Molecular Probes
spellingShingle Engineering::Chemical engineering
Isomers
Molecular Probes
Leong, Shi Xuan
Kao, Ya-Chuan
Han, Xuemei
Poh, Zhong Wei
Chen, Jaslyn Ru Ting
Tan, Emily Xi
Leong, Yong Xiang
Lee, Yih Hong
Teo, Wei Xuan
Yip, George W.
Lam, Yulin
Ling, Xing Yi
Achieving molecular recognition of structural analogues in surface-enhanced Raman spectroscopy: inducing charge and geometry complementarity to mimic molecular docking
description Molecular recognition of complex isomeric biomolecules remains challenging in surface-enhanced Raman scattering (SERS) spectroscopy due to their small Raman cross-sections and/or poor surface affinities. To date, the use of molecular probes has achieved excellent molecular sensitivities but still suffers from poor spectral specificity. Here, we induce "charge and geometry complementarity" between probe and analyte as a key strategy to achieve high spectral specificity for effective SERS molecular recognition of structural analogues. We employ 4-mercaptopyridine (MPY) as the probe, and chondroitin sulfate (CS) disaccharides with isomeric sulfation patterns as our proof-of-concept study. Our experimental and in silico studies reveal that "charge and geometry complementarity" between MPY's binding pocket and the CS sulfation patterns drives the formation of site-specific, multidentate interactions at the respective CS isomerism sites, which "locks" each CS in its analogue-specific complex geometry, akin to molecular docking events. Leveraging the resultant spectral fingerprints, we achieve > 97 % classification accuracy for 4 CSs and 5 potential structural interferences, as well as attain multiplex CS quantification with < 3 % prediction error. These insights could enable practical SERS differentiation of biologically important isomers to meet the burgeoning demand for fast-responding applications across various fields such as biodiagnostics, food and environmental surveillance.
author2 School of Chemistry, Chemical Engineering and Biotechnology
author_facet School of Chemistry, Chemical Engineering and Biotechnology
Leong, Shi Xuan
Kao, Ya-Chuan
Han, Xuemei
Poh, Zhong Wei
Chen, Jaslyn Ru Ting
Tan, Emily Xi
Leong, Yong Xiang
Lee, Yih Hong
Teo, Wei Xuan
Yip, George W.
Lam, Yulin
Ling, Xing Yi
format Article
author Leong, Shi Xuan
Kao, Ya-Chuan
Han, Xuemei
Poh, Zhong Wei
Chen, Jaslyn Ru Ting
Tan, Emily Xi
Leong, Yong Xiang
Lee, Yih Hong
Teo, Wei Xuan
Yip, George W.
Lam, Yulin
Ling, Xing Yi
author_sort Leong, Shi Xuan
title Achieving molecular recognition of structural analogues in surface-enhanced Raman spectroscopy: inducing charge and geometry complementarity to mimic molecular docking
title_short Achieving molecular recognition of structural analogues in surface-enhanced Raman spectroscopy: inducing charge and geometry complementarity to mimic molecular docking
title_full Achieving molecular recognition of structural analogues in surface-enhanced Raman spectroscopy: inducing charge and geometry complementarity to mimic molecular docking
title_fullStr Achieving molecular recognition of structural analogues in surface-enhanced Raman spectroscopy: inducing charge and geometry complementarity to mimic molecular docking
title_full_unstemmed Achieving molecular recognition of structural analogues in surface-enhanced Raman spectroscopy: inducing charge and geometry complementarity to mimic molecular docking
title_sort achieving molecular recognition of structural analogues in surface-enhanced raman spectroscopy: inducing charge and geometry complementarity to mimic molecular docking
publishDate 2023
url https://hdl.handle.net/10356/171344
_version_ 1781793764302389248