Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products

Detalhes bibliográficos
Autor(a) principal: Quintelas, C.
Data de Publicação: 2015
Outros Autores: Mesquita, D. P., Lopes, João A., Ferreira, Eugénio C., Sousa, Clara Cecília Santana
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/36732
Resumo: Accurate detection and quantification of microbiological contaminations remains an issue mainly due the lack of rapid and precise analytical techniques. Standard methods are expensive and time-consuming being associated to high economic losses and public health threats. In the context of pharmaceutical industry, the development of fast analytical techniques able to overcome these limitations is crucial and spectroscopic techniques might constitute a reliable alternative. In this work we proved the ability of Fourier transform near infrared spectroscopy (FT-NIRS) to detect and quantify bacteria (Bacillus subtilis, Escherichia coli, Pseudomonas fluorescens, Salmonella enterica, Staphylococcus epidermidis) from 10-108 CFUs/mL in sterile saline solutions (NaCl 0.9%). Partial least squares discriminant analysis (PLSDA) models showed that FT-NIRS was able to discriminate between sterile and contaminated solutions for all bacteria as well as to identify contaminant bacteria. Partial least squares (PLS) models allowed bacterial quantification with limits of detection ranging from 5.1 to 9CFU/mL for E. coli and B. subtilis, respectively. This methodology was successfully validated in three pharmaceutical preparations (contact lens solution, cough syrup and topic anti-inflammatory solution) proving that this technique possess a high potential to be routinely used for the detection and quantification of bacterial contaminations.
id RCAP_512dc105bda5377abd3510d073b3e3b7
oai_identifier_str oai:repositorium.sdum.uminho.pt:1822/36732
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical productsFT-NIRSBacterial contaminationsPharmaceutical productsChemometricsProcess analytical technologyScience & TechnologyAccurate detection and quantification of microbiological contaminations remains an issue mainly due the lack of rapid and precise analytical techniques. Standard methods are expensive and time-consuming being associated to high economic losses and public health threats. In the context of pharmaceutical industry, the development of fast analytical techniques able to overcome these limitations is crucial and spectroscopic techniques might constitute a reliable alternative. In this work we proved the ability of Fourier transform near infrared spectroscopy (FT-NIRS) to detect and quantify bacteria (Bacillus subtilis, Escherichia coli, Pseudomonas fluorescens, Salmonella enterica, Staphylococcus epidermidis) from 10-108 CFUs/mL in sterile saline solutions (NaCl 0.9%). Partial least squares discriminant analysis (PLSDA) models showed that FT-NIRS was able to discriminate between sterile and contaminated solutions for all bacteria as well as to identify contaminant bacteria. Partial least squares (PLS) models allowed bacterial quantification with limits of detection ranging from 5.1 to 9CFU/mL for E. coli and B. subtilis, respectively. This methodology was successfully validated in three pharmaceutical preparations (contact lens solution, cough syrup and topic anti-inflammatory solution) proving that this technique possess a high potential to be routinely used for the detection and quantification of bacterial contaminations.This work was funded by Fundacao para a Ciencia e a Tecnologia (FCT) under the project UID/QUI/50006/2013. The authors also thank the FCT Strategic Project of UID/BIO/04469/2013 unit, the project RECI/BBB-EBI/0179/2012 (FCOMP-01-0124-FEDER-027462) and the project "BioInd-Biotechnology and Bioengineering for improved Industrial and Agro-Food processes", REF. NORTE-07-0124-FEDER-000028 co-funded by the Programa Operacional Regional do Norte (ON. 2-O Novo Norte), QREN, FEDER. Daniela Mesquita (SFRH/BPD/82558/2011) and Cristina Quintelas were funded by post-doctoral grants from FCT and ON.2. Clara Sousa was funded by a CIENCIA2008 contract from FCT.Elsevier B.V.Universidade do MinhoQuintelas, C.Mesquita, D. P.Lopes, João A.Ferreira, Eugénio C.Sousa, Clara Cecília Santana2015-08-152015-08-15T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/36732engQuintelas, C.; Mesquita, D. P.; Lopes, João A.; Ferreira, E. C.; Sousa, C., Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products. International Journal of Pharmaceutics, 492(1-2), 199-206, 20150378-51730378-517310.1016/j.ijpharm.2015.07.00526151105http://www.elsevier.com/locate/issn/03785173info: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:RCAAP2023-07-21T12:24:05Zoai:repositorium.sdum.uminho.pt:1822/36732Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:17:59.292269Repositório 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 Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products
title Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products
spellingShingle Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products
Quintelas, C.
FT-NIRS
Bacterial contaminations
Pharmaceutical products
Chemometrics
Process analytical technology
Science & Technology
title_short Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products
title_full Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products
title_fullStr Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products
title_full_unstemmed Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products
title_sort Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products
author Quintelas, C.
author_facet Quintelas, C.
Mesquita, D. P.
Lopes, João A.
Ferreira, Eugénio C.
Sousa, Clara Cecília Santana
author_role author
author2 Mesquita, D. P.
Lopes, João A.
Ferreira, Eugénio C.
Sousa, Clara Cecília Santana
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Quintelas, C.
Mesquita, D. P.
Lopes, João A.
Ferreira, Eugénio C.
Sousa, Clara Cecília Santana
dc.subject.por.fl_str_mv FT-NIRS
Bacterial contaminations
Pharmaceutical products
Chemometrics
Process analytical technology
Science & Technology
topic FT-NIRS
Bacterial contaminations
Pharmaceutical products
Chemometrics
Process analytical technology
Science & Technology
description Accurate detection and quantification of microbiological contaminations remains an issue mainly due the lack of rapid and precise analytical techniques. Standard methods are expensive and time-consuming being associated to high economic losses and public health threats. In the context of pharmaceutical industry, the development of fast analytical techniques able to overcome these limitations is crucial and spectroscopic techniques might constitute a reliable alternative. In this work we proved the ability of Fourier transform near infrared spectroscopy (FT-NIRS) to detect and quantify bacteria (Bacillus subtilis, Escherichia coli, Pseudomonas fluorescens, Salmonella enterica, Staphylococcus epidermidis) from 10-108 CFUs/mL in sterile saline solutions (NaCl 0.9%). Partial least squares discriminant analysis (PLSDA) models showed that FT-NIRS was able to discriminate between sterile and contaminated solutions for all bacteria as well as to identify contaminant bacteria. Partial least squares (PLS) models allowed bacterial quantification with limits of detection ranging from 5.1 to 9CFU/mL for E. coli and B. subtilis, respectively. This methodology was successfully validated in three pharmaceutical preparations (contact lens solution, cough syrup and topic anti-inflammatory solution) proving that this technique possess a high potential to be routinely used for the detection and quantification of bacterial contaminations.
publishDate 2015
dc.date.none.fl_str_mv 2015-08-15
2015-08-15T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/36732
url https://hdl.handle.net/1822/36732
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Quintelas, C.; Mesquita, D. P.; Lopes, João A.; Ferreira, E. C.; Sousa, C., Near-infrared spectroscopy for the detection and quantification of bacterial contaminations in pharmaceutical products. International Journal of Pharmaceutics, 492(1-2), 199-206, 2015
0378-5173
0378-5173
10.1016/j.ijpharm.2015.07.005
26151105
http://www.elsevier.com/locate/issn/03785173
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier B.V.
publisher.none.fl_str_mv Elsevier B.V.
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
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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
repository.mail.fl_str_mv
_version_ 1799132633288933376