Potential of FTIR spectroscopy applied to exosomes for Alzheimer’s disease discrimination: a pilot study

Detalhes bibliográficos
Autor(a) principal: Soares Martins, Tânia
Data de Publicação: 2020
Outros Autores: Magalhães, Sandra, Rosa, Ilka Martins, Vogelgsang, Jonathan, Wiltfang, Jens, Delgadillo, Ivonne, Catita, José, da Cruz e Silva, Odete A.B., Nunes, Alexandra, Henriques, Ana Gabriela
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10284/10680
Resumo: Alzheimer's disease (AD) diagnosis is based on psychological and imaging tests but can also include monitoring cerebrospinal fluid (CSF) biomarkers. However, CSF based-neurochemical approaches are expensive and invasive, limiting their use to well-equipped settings. In contrast, blood-based biomarkers are minimally invasive, cost-effective, and a widely accessible alternative. Blood-derived exosomes have recently emerged as a reliable AD biomarker source, carrying disease-specific cargo. Fourier-transformed infrared (FTIR) spectroscopy meets the criteria for an ideal diagnostic methodology since it is rapid, easy to implement, and has high reproducibility. This metabolome-based technique is useful for diagnosing a broad range of diseases, although to our knowledge, no reports for FTIR spectroscopy applied to exosomes in AD exist. In this ground-breaking pilot study, FTIR spectra of serum and serum-derived exosomes from two independent cohorts were acquired and analyzed using multivariate analysis. The regional UA-cohort includes 9 individuals, clinically diagnosed with AD, mean age of 78.7 years old; and the UMG-cohort comprises 12 individuals, clinically diagnosed with AD (based on molecular and/or imaging data), mean age of 73.2 years old. Unsupervised principal component analysis of FTIR spectra of serum-derived exosomes revealed higher discriminatory value for AD cases when compared to serum as a whole. Consistently, the partial least-squares analysis revealed that serum-derived exosomes present higher correlations than serum. In addition, the second derivative peak area calculation also revealed significant differences among Controls and AD cases. The results obtained suggest that this methodology can discriminate cases from Controls and thus be potential useful to assist in AD clinical diagnosis.
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spelling Potential of FTIR spectroscopy applied to exosomes for Alzheimer’s disease discrimination: a pilot studyExosomesBloodSerumAlzheimer’s diseaseBiomarkerDiagnosisAlzheimer's disease (AD) diagnosis is based on psychological and imaging tests but can also include monitoring cerebrospinal fluid (CSF) biomarkers. However, CSF based-neurochemical approaches are expensive and invasive, limiting their use to well-equipped settings. In contrast, blood-based biomarkers are minimally invasive, cost-effective, and a widely accessible alternative. Blood-derived exosomes have recently emerged as a reliable AD biomarker source, carrying disease-specific cargo. Fourier-transformed infrared (FTIR) spectroscopy meets the criteria for an ideal diagnostic methodology since it is rapid, easy to implement, and has high reproducibility. This metabolome-based technique is useful for diagnosing a broad range of diseases, although to our knowledge, no reports for FTIR spectroscopy applied to exosomes in AD exist. In this ground-breaking pilot study, FTIR spectra of serum and serum-derived exosomes from two independent cohorts were acquired and analyzed using multivariate analysis. The regional UA-cohort includes 9 individuals, clinically diagnosed with AD, mean age of 78.7 years old; and the UMG-cohort comprises 12 individuals, clinically diagnosed with AD (based on molecular and/or imaging data), mean age of 73.2 years old. Unsupervised principal component analysis of FTIR spectra of serum-derived exosomes revealed higher discriminatory value for AD cases when compared to serum as a whole. Consistently, the partial least-squares analysis revealed that serum-derived exosomes present higher correlations than serum. In addition, the second derivative peak area calculation also revealed significant differences among Controls and AD cases. The results obtained suggest that this methodology can discriminate cases from Controls and thus be potential useful to assist in AD clinical diagnosis.IOS PressRepositório Institucional da Universidade Fernando PessoaSoares Martins, TâniaMagalhães, SandraRosa, Ilka MartinsVogelgsang, JonathanWiltfang, JensDelgadillo, IvonneCatita, Joséda Cruz e Silva, Odete A.B.Nunes, AlexandraHenriques, Ana Gabriela2022-01-31T12:15:40Z20202020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10284/10680eng1387-287710.3233/JAD-19103432039849metadata only accessinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-06T02:01:21Zoai:bdigital.ufp.pt:10284/10680Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:47:26.813558Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Potential of FTIR spectroscopy applied to exosomes for Alzheimer’s disease discrimination: a pilot study
title Potential of FTIR spectroscopy applied to exosomes for Alzheimer’s disease discrimination: a pilot study
spellingShingle Potential of FTIR spectroscopy applied to exosomes for Alzheimer’s disease discrimination: a pilot study
Soares Martins, Tânia
Exosomes
Blood
Serum
Alzheimer’s disease
Biomarker
Diagnosis
title_short Potential of FTIR spectroscopy applied to exosomes for Alzheimer’s disease discrimination: a pilot study
title_full Potential of FTIR spectroscopy applied to exosomes for Alzheimer’s disease discrimination: a pilot study
title_fullStr Potential of FTIR spectroscopy applied to exosomes for Alzheimer’s disease discrimination: a pilot study
title_full_unstemmed Potential of FTIR spectroscopy applied to exosomes for Alzheimer’s disease discrimination: a pilot study
title_sort Potential of FTIR spectroscopy applied to exosomes for Alzheimer’s disease discrimination: a pilot study
author Soares Martins, Tânia
author_facet Soares Martins, Tânia
Magalhães, Sandra
Rosa, Ilka Martins
Vogelgsang, Jonathan
Wiltfang, Jens
Delgadillo, Ivonne
Catita, José
da Cruz e Silva, Odete A.B.
Nunes, Alexandra
Henriques, Ana Gabriela
author_role author
author2 Magalhães, Sandra
Rosa, Ilka Martins
Vogelgsang, Jonathan
Wiltfang, Jens
Delgadillo, Ivonne
Catita, José
da Cruz e Silva, Odete A.B.
Nunes, Alexandra
Henriques, Ana Gabriela
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório Institucional da Universidade Fernando Pessoa
dc.contributor.author.fl_str_mv Soares Martins, Tânia
Magalhães, Sandra
Rosa, Ilka Martins
Vogelgsang, Jonathan
Wiltfang, Jens
Delgadillo, Ivonne
Catita, José
da Cruz e Silva, Odete A.B.
Nunes, Alexandra
Henriques, Ana Gabriela
dc.subject.por.fl_str_mv Exosomes
Blood
Serum
Alzheimer’s disease
Biomarker
Diagnosis
topic Exosomes
Blood
Serum
Alzheimer’s disease
Biomarker
Diagnosis
description Alzheimer's disease (AD) diagnosis is based on psychological and imaging tests but can also include monitoring cerebrospinal fluid (CSF) biomarkers. However, CSF based-neurochemical approaches are expensive and invasive, limiting their use to well-equipped settings. In contrast, blood-based biomarkers are minimally invasive, cost-effective, and a widely accessible alternative. Blood-derived exosomes have recently emerged as a reliable AD biomarker source, carrying disease-specific cargo. Fourier-transformed infrared (FTIR) spectroscopy meets the criteria for an ideal diagnostic methodology since it is rapid, easy to implement, and has high reproducibility. This metabolome-based technique is useful for diagnosing a broad range of diseases, although to our knowledge, no reports for FTIR spectroscopy applied to exosomes in AD exist. In this ground-breaking pilot study, FTIR spectra of serum and serum-derived exosomes from two independent cohorts were acquired and analyzed using multivariate analysis. The regional UA-cohort includes 9 individuals, clinically diagnosed with AD, mean age of 78.7 years old; and the UMG-cohort comprises 12 individuals, clinically diagnosed with AD (based on molecular and/or imaging data), mean age of 73.2 years old. Unsupervised principal component analysis of FTIR spectra of serum-derived exosomes revealed higher discriminatory value for AD cases when compared to serum as a whole. Consistently, the partial least-squares analysis revealed that serum-derived exosomes present higher correlations than serum. In addition, the second derivative peak area calculation also revealed significant differences among Controls and AD cases. The results obtained suggest that this methodology can discriminate cases from Controls and thus be potential useful to assist in AD clinical diagnosis.
publishDate 2020
dc.date.none.fl_str_mv 2020
2020-01-01T00:00:00Z
2022-01-31T12:15:40Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10284/10680
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dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1387-2877
10.3233/JAD-191034
32039849
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv IOS Press
publisher.none.fl_str_mv IOS Press
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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