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Amplicon sequencing allows differential quantification of closely related parasite species: an example from rodent Coccidia (Eimeria)

BACKGROUND: Quantifying infection intensity is a common goal in parasitological studies. We have previously shown that the amount of parasite DNA in faecal samples can be a biologically meaningful measure of infection intensity, even if it does not agree well with complementary counts of transmissio...

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Autores principales: Ferreira, Susana C. M., Jarquín-Díaz, Víctor Hugo, Heitlinger, Emanuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276917/
https://www.ncbi.nlm.nih.gov/pubmed/37330545
http://dx.doi.org/10.1186/s13071-023-05800-6
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author Ferreira, Susana C. M.
Jarquín-Díaz, Víctor Hugo
Heitlinger, Emanuel
author_facet Ferreira, Susana C. M.
Jarquín-Díaz, Víctor Hugo
Heitlinger, Emanuel
author_sort Ferreira, Susana C. M.
collection PubMed
description BACKGROUND: Quantifying infection intensity is a common goal in parasitological studies. We have previously shown that the amount of parasite DNA in faecal samples can be a biologically meaningful measure of infection intensity, even if it does not agree well with complementary counts of transmission stages (oocysts in the case of Coccidia). Parasite DNA can be quantified at relatively high throughput using quantitative polymerase chain reaction (qPCR), but amplification needs a high specificity and does not simultaneously distinguish between parasite species. Counting of amplified sequence variants (ASVs) from high-throughput marker gene sequencing using a relatively universal primer pair has the potential to distinguish between closely related co-infecting taxa and to uncover the community diversity, thus being both more specific and more open-ended. METHODS: We here compare qPCR to the sequencing-based amplification using standard PCR and a microfluidics-based PCR to quantify the unicellular parasite Eimeria in experimentally infected mice. We use multiple amplicons to differentially quantify Eimeria spp. in a natural house mouse population. RESULTS: We show that sequencing-based quantification has high accuracy. Using a combination of phylogenetic analysis and the co-occurrence network, we distinguish three Eimeria species in naturally infected mice based on multiple marker regions and genes. We investigate geographical and host-related effects on Eimeria spp. community composition and find, as expected, prevalence to be largely explained by sampling locality (farm). Controlling for this effect, the novel approach allowed us to find body condition of mice to be negatively associated with Eimeria spp. abundance. CONCLUSIONS: We conclude that amplicon sequencing provides the underused potential for species distinction and simultaneous quantification of parasites in faecal material. The method allowed us to detect a negative effect of Eimeria infection on the body condition of mice in the natural environment. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13071-023-05800-6.
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spelling pubmed-102769172023-06-19 Amplicon sequencing allows differential quantification of closely related parasite species: an example from rodent Coccidia (Eimeria) Ferreira, Susana C. M. Jarquín-Díaz, Víctor Hugo Heitlinger, Emanuel Parasit Vectors Research BACKGROUND: Quantifying infection intensity is a common goal in parasitological studies. We have previously shown that the amount of parasite DNA in faecal samples can be a biologically meaningful measure of infection intensity, even if it does not agree well with complementary counts of transmission stages (oocysts in the case of Coccidia). Parasite DNA can be quantified at relatively high throughput using quantitative polymerase chain reaction (qPCR), but amplification needs a high specificity and does not simultaneously distinguish between parasite species. Counting of amplified sequence variants (ASVs) from high-throughput marker gene sequencing using a relatively universal primer pair has the potential to distinguish between closely related co-infecting taxa and to uncover the community diversity, thus being both more specific and more open-ended. METHODS: We here compare qPCR to the sequencing-based amplification using standard PCR and a microfluidics-based PCR to quantify the unicellular parasite Eimeria in experimentally infected mice. We use multiple amplicons to differentially quantify Eimeria spp. in a natural house mouse population. RESULTS: We show that sequencing-based quantification has high accuracy. Using a combination of phylogenetic analysis and the co-occurrence network, we distinguish three Eimeria species in naturally infected mice based on multiple marker regions and genes. We investigate geographical and host-related effects on Eimeria spp. community composition and find, as expected, prevalence to be largely explained by sampling locality (farm). Controlling for this effect, the novel approach allowed us to find body condition of mice to be negatively associated with Eimeria spp. abundance. CONCLUSIONS: We conclude that amplicon sequencing provides the underused potential for species distinction and simultaneous quantification of parasites in faecal material. The method allowed us to detect a negative effect of Eimeria infection on the body condition of mice in the natural environment. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13071-023-05800-6. BioMed Central 2023-06-17 /pmc/articles/PMC10276917/ /pubmed/37330545 http://dx.doi.org/10.1186/s13071-023-05800-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Ferreira, Susana C. M.
Jarquín-Díaz, Víctor Hugo
Heitlinger, Emanuel
Amplicon sequencing allows differential quantification of closely related parasite species: an example from rodent Coccidia (Eimeria)
title Amplicon sequencing allows differential quantification of closely related parasite species: an example from rodent Coccidia (Eimeria)
title_full Amplicon sequencing allows differential quantification of closely related parasite species: an example from rodent Coccidia (Eimeria)
title_fullStr Amplicon sequencing allows differential quantification of closely related parasite species: an example from rodent Coccidia (Eimeria)
title_full_unstemmed Amplicon sequencing allows differential quantification of closely related parasite species: an example from rodent Coccidia (Eimeria)
title_short Amplicon sequencing allows differential quantification of closely related parasite species: an example from rodent Coccidia (Eimeria)
title_sort amplicon sequencing allows differential quantification of closely related parasite species: an example from rodent coccidia (eimeria)
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276917/
https://www.ncbi.nlm.nih.gov/pubmed/37330545
http://dx.doi.org/10.1186/s13071-023-05800-6
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