Background The current diagnosis of Alzheimer's disease (AD) is based on a series of analyses which involve clinical, instrumental and laboratory findings. However, signs, symptoms and biomarker alterations observed in AD might overlap with other dementias, resulting in misdiagnosis.Methods Here we describe a new diagnostic approach for AD which takes advantage of the boosted sensitivityin biomolecular detection, as allowed by seed amplification assay (SAA), combined with the unique specificity in bio- molecular recognition, as provided by surface-enhanced Raman spectroscopy (SERS).Results The SAA-SERS approach supported by machine learning data analysis allowed efficient identificationof pathological A? oligomers in the cerebrospinal fluid of patients with a clinical diagnosis of AD or mild cognitive impairment due to AD.Conclusions Such analytical approach can be used to recognize disease features, thus allowing early stratification and selection of patients, which is fundamental in clinical treatments and pharmacological trials.

Impact of seed amplification assay and surface-enhanced Raman spectroscopy combined approach on the clinical diagnosis of Alzheimer's disease

Cristiano D'Andrea;Andrea Barucci;Marella de Angelis;Martina Banchelli;Panagis Polykretis;Chiara Marzi;Paolo Matteini
;
2023

Abstract

Background The current diagnosis of Alzheimer's disease (AD) is based on a series of analyses which involve clinical, instrumental and laboratory findings. However, signs, symptoms and biomarker alterations observed in AD might overlap with other dementias, resulting in misdiagnosis.Methods Here we describe a new diagnostic approach for AD which takes advantage of the boosted sensitivityin biomolecular detection, as allowed by seed amplification assay (SAA), combined with the unique specificity in bio- molecular recognition, as provided by surface-enhanced Raman spectroscopy (SERS).Results The SAA-SERS approach supported by machine learning data analysis allowed efficient identificationof pathological A? oligomers in the cerebrospinal fluid of patients with a clinical diagnosis of AD or mild cognitive impairment due to AD.Conclusions Such analytical approach can be used to recognize disease features, thus allowing early stratification and selection of patients, which is fundamental in clinical treatments and pharmacological trials.
2023
Istituto di Fisica Applicata - IFAC
Inglese
12
35
http://dx.doi.org/10.1186/s40035-023-00367-9
Sì, ma tipo non specificato
Alzheimer's disease
Amyloid-? protein
Seed amplification assay
Surface-enhanced Raman spectroscopy
14
info:eu-repo/semantics/article
262
D'Andrea, Cristiano; Angelo Cazzaniga, Federico; Bistaffa, Edoardo; Barucci, Andrea; DE ANGELIS, Marella; Banchelli, Martina; Farnesi, Edoardo; Polykr...espandi
01 Contributo su Rivista::01.01 Articolo in rivista
open
   EUROpean network for transnational collaborative RTD projects in the field of NANOMEDicine
   EURONANOMED II
   FP7
   321570
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Descrizione: Impact of seed amplification assay and surface-enhanced Raman spectroscopy combined approach on the clinical diagnosis of Alzheimer's disease
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/451381
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