Random Lasing Detection of Mutant Huntingtin Expression in Cells

Huntington’s disease (HD) is an autosomal dominant, incurable neurodegenerative disease caused by mutation in the huntingtin gene (<i>HTT</i>). <i>HTT</i> mutation leads to protein misfolding and aggregation, which affect cells’ functions and structural features. Because thes...

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Main Authors: Sergio de Armas-Rillo, Felipe Fumagallo-Reading, Diego Luis-Ravelo, Beatriz Abdul-Jalbar, Tomás González-Hernández, Fernando Lahoz
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
PCA
LDA
Online Access:https://www.mdpi.com/1424-8220/21/11/3825
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spelling doaj-5d0485ee829842e6aa14194008f487ed2021-06-01T01:50:03ZengMDPI AGSensors1424-82202021-05-01213825382510.3390/s21113825Random Lasing Detection of Mutant Huntingtin Expression in CellsSergio de Armas-Rillo0Felipe Fumagallo-Reading1Diego Luis-Ravelo2Beatriz Abdul-Jalbar3Tomás González-Hernández4Fernando Lahoz5Departamento de Física, Instituto Universitario de Estudios Avanzados en Física Atómica, Molecular y Fotónica (IUdEA), Universidad de La Laguna, 38206 Santa Cruz de Tenerife, SpainDepartamento de Ciencias Médicas Básicas, Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna, 38320 Santa Cruz de Tenerife, SpainDepartamento de Ciencias Médicas Básicas, Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna, 38320 Santa Cruz de Tenerife, SpainDepartamento de Matemáticas, Estadística e Investigación Operativa, Universidad de La Laguna, 38206 Santa Cruz de Tenerife, SpainDepartamento de Ciencias Médicas Básicas, Instituto de Tecnologías Biomédicas (ITB), Universidad de La Laguna, 38320 Santa Cruz de Tenerife, SpainDepartamento de Física, Instituto Universitario de Estudios Avanzados en Física Atómica, Molecular y Fotónica (IUdEA), Universidad de La Laguna, 38206 Santa Cruz de Tenerife, SpainHuntington’s disease (HD) is an autosomal dominant, incurable neurodegenerative disease caused by mutation in the huntingtin gene (<i>HTT</i>). <i>HTT</i> mutation leads to protein misfolding and aggregation, which affect cells’ functions and structural features. Because these changes might modify the scattering strength of affected cells, we propose that random lasing (RL) is an appropriate technique for detecting cells that express mutated <i>HTT</i>. To explore this hypothesis, we used a cell model of HD based on the expression of two different forms—pathogenic and non-pathogenic—of <i>HTT</i>. The RL signals from both cell profiles were compared. A multivariate statistical analysis of the RL signals based on the principal component analysis (PCA) and linear discriminant analysis (LDA) techniques revealed substantial differences between cells that expressed the pathogenic and the non-pathogenic forms of <i>HTT</i>.https://www.mdpi.com/1424-8220/21/11/3825random lasingHuntington’s diseasePCALDAoptical sensoroptical diagnostics
collection DOAJ
language English
format Article
sources DOAJ
author Sergio de Armas-Rillo
Felipe Fumagallo-Reading
Diego Luis-Ravelo
Beatriz Abdul-Jalbar
Tomás González-Hernández
Fernando Lahoz
spellingShingle Sergio de Armas-Rillo
Felipe Fumagallo-Reading
Diego Luis-Ravelo
Beatriz Abdul-Jalbar
Tomás González-Hernández
Fernando Lahoz
Random Lasing Detection of Mutant Huntingtin Expression in Cells
Sensors
random lasing
Huntington’s disease
PCA
LDA
optical sensor
optical diagnostics
author_facet Sergio de Armas-Rillo
Felipe Fumagallo-Reading
Diego Luis-Ravelo
Beatriz Abdul-Jalbar
Tomás González-Hernández
Fernando Lahoz
author_sort Sergio de Armas-Rillo
title Random Lasing Detection of Mutant Huntingtin Expression in Cells
title_short Random Lasing Detection of Mutant Huntingtin Expression in Cells
title_full Random Lasing Detection of Mutant Huntingtin Expression in Cells
title_fullStr Random Lasing Detection of Mutant Huntingtin Expression in Cells
title_full_unstemmed Random Lasing Detection of Mutant Huntingtin Expression in Cells
title_sort random lasing detection of mutant huntingtin expression in cells
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2021-05-01
description Huntington’s disease (HD) is an autosomal dominant, incurable neurodegenerative disease caused by mutation in the huntingtin gene (<i>HTT</i>). <i>HTT</i> mutation leads to protein misfolding and aggregation, which affect cells’ functions and structural features. Because these changes might modify the scattering strength of affected cells, we propose that random lasing (RL) is an appropriate technique for detecting cells that express mutated <i>HTT</i>. To explore this hypothesis, we used a cell model of HD based on the expression of two different forms—pathogenic and non-pathogenic—of <i>HTT</i>. The RL signals from both cell profiles were compared. A multivariate statistical analysis of the RL signals based on the principal component analysis (PCA) and linear discriminant analysis (LDA) techniques revealed substantial differences between cells that expressed the pathogenic and the non-pathogenic forms of <i>HTT</i>.
topic random lasing
Huntington’s disease
PCA
LDA
optical sensor
optical diagnostics
url https://www.mdpi.com/1424-8220/21/11/3825
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