Label-free Detection of Urine Extracellular Vesicles from Duchenne Muscular Dystrophy Patients Using Surface-Enhanced Raman Spectroscopy Combined with Machine Learning Models

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Main Authors: Archana Rajavel, Jayasree Kumar, Narayanan Essakipillai, Ramajayam Anbazhagan, Rajapandiyan Panneerselvam, Jayashree Ramakrishnan, Viswanathan Venkataraman, Raja Natesan Sella
Format: Article
Language:English
Published: American Chemical Society 2025-03-01
Series:ACS Omega
Online Access:https://doi.org/10.1021/acsomega.5c00838
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author Archana Rajavel
Jayasree Kumar
Narayanan Essakipillai
Ramajayam Anbazhagan
Rajapandiyan Panneerselvam
Jayashree Ramakrishnan
Viswanathan Venkataraman
Raja Natesan Sella
author_facet Archana Rajavel
Jayasree Kumar
Narayanan Essakipillai
Ramajayam Anbazhagan
Rajapandiyan Panneerselvam
Jayashree Ramakrishnan
Viswanathan Venkataraman
Raja Natesan Sella
author_sort Archana Rajavel
collection DOAJ
format Article
id doaj-art-a79ed9a4d6b349f289a303a2bfc6618f
institution OA Journals
issn 2470-1343
language English
publishDate 2025-03-01
publisher American Chemical Society
record_format Article
series ACS Omega
spelling doaj-art-a79ed9a4d6b349f289a303a2bfc6618f2025-08-20T02:29:59ZengAmerican Chemical SocietyACS Omega2470-13432025-03-011016168741688310.1021/acsomega.5c00838Label-free Detection of Urine Extracellular Vesicles from Duchenne Muscular Dystrophy Patients Using Surface-Enhanced Raman Spectroscopy Combined with Machine Learning ModelsArchana Rajavel0Jayasree Kumar1Narayanan Essakipillai2Ramajayam Anbazhagan3Rajapandiyan Panneerselvam4Jayashree Ramakrishnan5Viswanathan Venkataraman6Raja Natesan Sella7Membrane Protein Interaction Laboratory, Department of Genetic Engineering, School of Bioengineering, SRM Institute of Science and Technology, Chengalpattu, Tamil Nadu, IndiaRaman Research Laboratory (RARE Lab), Department of Chemistry, SRM University-AP, Amaravati, Andhra Pradesh, IndiaDepartment of Computer Applications, Faculty of Science and Humanities, SRM Institute of Science and Technology, Chengalpattu, Tamil Nadu, IndiaDepartment of Mathematics, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Chengalpattu, Tamil Nadu, IndiaRaman Research Laboratory (RARE Lab), Department of Chemistry, SRM University-AP, Amaravati, Andhra Pradesh, IndiaDepartment of Computer Applications, Faculty of Science and Humanities, SRM Institute of Science and Technology, Chengalpattu, Tamil Nadu, IndiaDepartment of Paediatrics Neurology, Apollo Children’s Hospital, Chennai, Tamil Nadu, IndiaMembrane Protein Interaction Laboratory, Department of Genetic Engineering, School of Bioengineering, SRM Institute of Science and Technology, Chengalpattu, Tamil Nadu, Indiahttps://doi.org/10.1021/acsomega.5c00838
spellingShingle Archana Rajavel
Jayasree Kumar
Narayanan Essakipillai
Ramajayam Anbazhagan
Rajapandiyan Panneerselvam
Jayashree Ramakrishnan
Viswanathan Venkataraman
Raja Natesan Sella
Label-free Detection of Urine Extracellular Vesicles from Duchenne Muscular Dystrophy Patients Using Surface-Enhanced Raman Spectroscopy Combined with Machine Learning Models
ACS Omega
title Label-free Detection of Urine Extracellular Vesicles from Duchenne Muscular Dystrophy Patients Using Surface-Enhanced Raman Spectroscopy Combined with Machine Learning Models
title_full Label-free Detection of Urine Extracellular Vesicles from Duchenne Muscular Dystrophy Patients Using Surface-Enhanced Raman Spectroscopy Combined with Machine Learning Models
title_fullStr Label-free Detection of Urine Extracellular Vesicles from Duchenne Muscular Dystrophy Patients Using Surface-Enhanced Raman Spectroscopy Combined with Machine Learning Models
title_full_unstemmed Label-free Detection of Urine Extracellular Vesicles from Duchenne Muscular Dystrophy Patients Using Surface-Enhanced Raman Spectroscopy Combined with Machine Learning Models
title_short Label-free Detection of Urine Extracellular Vesicles from Duchenne Muscular Dystrophy Patients Using Surface-Enhanced Raman Spectroscopy Combined with Machine Learning Models
title_sort label free detection of urine extracellular vesicles from duchenne muscular dystrophy patients using surface enhanced raman spectroscopy combined with machine learning models
url https://doi.org/10.1021/acsomega.5c00838
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