FlexiChip package: An universal microarray with a dedicated analysis software for high-thoughput SNPs detection linked to anti-malarial drug resistance

Background. A number of molecular tools have been developed to monitor the emergence and spread of anti-malarial drug resistance to Plasmodium falciparum. One of the major obstacles to the wider implementation of these tools is the absence of practical methods enabling high throughput analysis. Here...

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Main Authors: Nicolas Steenkeste, Marie Agnès Dillies, Nimol Khim, Odile Sismeiro, Sophy Chy, Pharath Lim, Andreas Crameri, Christiane Bouchier, Odile Mercereau-Puijalon, Hans Peter Beck, Mallika Imwong, Arjen M. Dondorp, Duong Socheat, Christophe Rogier, Jean Yves Coppée, Frédéric Ariey
Other Authors: Institut Pasteur du Cambodge
Format: Article
Published: 2018
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/27630
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spelling th-mahidol.276302018-09-13T13:51:21Z FlexiChip package: An universal microarray with a dedicated analysis software for high-thoughput SNPs detection linked to anti-malarial drug resistance Nicolas Steenkeste Marie Agnès Dillies Nimol Khim Odile Sismeiro Sophy Chy Pharath Lim Andreas Crameri Christiane Bouchier Odile Mercereau-Puijalon Hans Peter Beck Mallika Imwong Arjen M. Dondorp Duong Socheat Christophe Rogier Jean Yves Coppée Frédéric Ariey Institut Pasteur du Cambodge Institut Pasteur, Paris Amunix, Inc. GENOPOLE Swiss Tropical and Public Health Institute (Swiss TPH) Mahidol University Centre for Clinical Vaccinology and Tropical Medicine National Center for Parasitology, Entomology and Malaria Control IMTSSA Institut de Medecine Tropicale du Service de Sante des Armees Immunology and Microbiology Medicine Background. A number of molecular tools have been developed to monitor the emergence and spread of anti-malarial drug resistance to Plasmodium falciparum. One of the major obstacles to the wider implementation of these tools is the absence of practical methods enabling high throughput analysis. Here a new Zip-code array is described, called FlexiChip, linked to a dedicated software program, which largely overcomes this problem. Methods. Previously published microarray probes detecting single-nucleotide polymorphisms (SNP) associated with parasite resistance to anti-malarial drugs (ResMalChip) were adapted for a universal microarray FlexiChip format. To evaluate the overall sensitivity of the FlexiChip package (microarray + software), the results of FlexiChip were compared to ResMalChip microarray, using the same extension probes and with the same PCR products. In both cases, sequence results were used as gold standard to calculate sensitivity and specificity. FlexiChip results obtained with a set of field isolates were then compared to those assessed in an independent reference laboratory. Results. The FlexiChip package gave results identical to the ResMalChip results in 92.7% of samples (kappa coefficient 0.8491, with a standard error 0.021) and had a sensitivity of 95.88% and a specificity of 97.68% compared to the sequencing as the reference method. Moreover the method performed well compared to the results obtained in the reference laboratories, with 99.7% of identical results (kappa coefficient 0.9923, S.E. 0.0523). Conclusion. Microarrays could be employed to monitor P. falciparum drug resistance markers with greater cost effectiveness and the possibility for high throughput analysis. The FlexiChip package is a promising tool for use in poor resource settings of malaria endemic countries. 2018-09-13T06:40:02Z 2018-09-13T06:40:02Z 2009-11-30 Article Malaria Journal. Vol.8, No.1 (2009) 10.1186/1475-2875-8-229 14752875 2-s2.0-70450257755 https://repository.li.mahidol.ac.th/handle/123456789/27630 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=70450257755&origin=inward
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Immunology and Microbiology
Medicine
spellingShingle Immunology and Microbiology
Medicine
Nicolas Steenkeste
Marie Agnès Dillies
Nimol Khim
Odile Sismeiro
Sophy Chy
Pharath Lim
Andreas Crameri
Christiane Bouchier
Odile Mercereau-Puijalon
Hans Peter Beck
Mallika Imwong
Arjen M. Dondorp
Duong Socheat
Christophe Rogier
Jean Yves Coppée
Frédéric Ariey
FlexiChip package: An universal microarray with a dedicated analysis software for high-thoughput SNPs detection linked to anti-malarial drug resistance
description Background. A number of molecular tools have been developed to monitor the emergence and spread of anti-malarial drug resistance to Plasmodium falciparum. One of the major obstacles to the wider implementation of these tools is the absence of practical methods enabling high throughput analysis. Here a new Zip-code array is described, called FlexiChip, linked to a dedicated software program, which largely overcomes this problem. Methods. Previously published microarray probes detecting single-nucleotide polymorphisms (SNP) associated with parasite resistance to anti-malarial drugs (ResMalChip) were adapted for a universal microarray FlexiChip format. To evaluate the overall sensitivity of the FlexiChip package (microarray + software), the results of FlexiChip were compared to ResMalChip microarray, using the same extension probes and with the same PCR products. In both cases, sequence results were used as gold standard to calculate sensitivity and specificity. FlexiChip results obtained with a set of field isolates were then compared to those assessed in an independent reference laboratory. Results. The FlexiChip package gave results identical to the ResMalChip results in 92.7% of samples (kappa coefficient 0.8491, with a standard error 0.021) and had a sensitivity of 95.88% and a specificity of 97.68% compared to the sequencing as the reference method. Moreover the method performed well compared to the results obtained in the reference laboratories, with 99.7% of identical results (kappa coefficient 0.9923, S.E. 0.0523). Conclusion. Microarrays could be employed to monitor P. falciparum drug resistance markers with greater cost effectiveness and the possibility for high throughput analysis. The FlexiChip package is a promising tool for use in poor resource settings of malaria endemic countries.
author2 Institut Pasteur du Cambodge
author_facet Institut Pasteur du Cambodge
Nicolas Steenkeste
Marie Agnès Dillies
Nimol Khim
Odile Sismeiro
Sophy Chy
Pharath Lim
Andreas Crameri
Christiane Bouchier
Odile Mercereau-Puijalon
Hans Peter Beck
Mallika Imwong
Arjen M. Dondorp
Duong Socheat
Christophe Rogier
Jean Yves Coppée
Frédéric Ariey
format Article
author Nicolas Steenkeste
Marie Agnès Dillies
Nimol Khim
Odile Sismeiro
Sophy Chy
Pharath Lim
Andreas Crameri
Christiane Bouchier
Odile Mercereau-Puijalon
Hans Peter Beck
Mallika Imwong
Arjen M. Dondorp
Duong Socheat
Christophe Rogier
Jean Yves Coppée
Frédéric Ariey
author_sort Nicolas Steenkeste
title FlexiChip package: An universal microarray with a dedicated analysis software for high-thoughput SNPs detection linked to anti-malarial drug resistance
title_short FlexiChip package: An universal microarray with a dedicated analysis software for high-thoughput SNPs detection linked to anti-malarial drug resistance
title_full FlexiChip package: An universal microarray with a dedicated analysis software for high-thoughput SNPs detection linked to anti-malarial drug resistance
title_fullStr FlexiChip package: An universal microarray with a dedicated analysis software for high-thoughput SNPs detection linked to anti-malarial drug resistance
title_full_unstemmed FlexiChip package: An universal microarray with a dedicated analysis software for high-thoughput SNPs detection linked to anti-malarial drug resistance
title_sort flexichip package: an universal microarray with a dedicated analysis software for high-thoughput snps detection linked to anti-malarial drug resistance
publishDate 2018
url https://repository.li.mahidol.ac.th/handle/123456789/27630
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