Assembly and Analysis of IHaemonchus contortus/I Transcriptome as a Tool for the Knowledge of Ivermectin Resistance Mechanisms
Haemonchus contortus (Hc) is an important parasitic nematode of small ruminants. In this study we assembled the transcriptome of Hc as a model to contribute to the knowledge about the profile of the differential gene expression between two Mexican Hc strains under different anthelmintic resistance s...
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Veröffentlicht in: | Pathogens (Basel) 2023-03, Vol.12 (3) |
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creator | Reyes-Guerrero, David Emanuel Jiménez-Jacinto, Verónica Alonso-Morales, Rogelio Alejandro Alonso-Díaz, Miguel Ángel Maza-Lopez, Jocelyn Camas-Pereyra, René Olmedo-Juárez, Agustín Higuera-Piedrahita, Rosa Isabel López-Arellano, María Eugenia |
description | Haemonchus contortus (Hc) is an important parasitic nematode of small ruminants. In this study we assembled the transcriptome of Hc as a model to contribute to the knowledge about the profile of the differential gene expression between two Mexican Hc strains under different anthelmintic resistance statuses, one susceptible and the other resistant to ivermectin (IVMs and IVMr, respectively), in order to improve and/or to have new strategies of control and diagnosis. The transcript sequence reads were assembled and annotated. Overall, ~127 Mbp were assembled and distributed into 77,422 transcript sequences, and 4394 transcripts of the de novo transcriptome were matched base on at least one of the following criteria: (1) Phylum Nemathelminthes and Platyhelminthes, important for animal health care, and (2) ≥55% of sequence identity with other organisms. The gene ontology (GO) enrichment analysis (GOEA) was performed to study the level of gene regulation to IVMr and IVMs strains using Log Fold Change (LFC) filtering values ≥ 1 and ≥ 2. The upregulated-displayed genes obtained via GOEA were: 1993 (for LFC ≥ 1) and 1241 (for LFC ≥ 2) in IVMr and 1929 (for LFC ≥ 1) and 835 (for LFC ≥ 2) in IVMs. The enriched GO terms upregulated per category identified the intracellular structure, intracellular membrane-bounded organelle and integral component of the cell membrane as some principal cellular components. Meanwhile, efflux transmembrane transporter activity, ABC-type xenobiotic transporter activity and ATPase-coupled transmembrane transporter activity were associated with molecular function. Responses to nematicide activity, pharyngeal pumping and positive regulation of synaptic assembly were classified as biological processes that might be involved in events related to the anthelmintic resistance (AR) and nematode biology. The filtering analysis of both LFC values showed similar genes related to AR. This study deepens our knowledge about the mechanisms behind the processes of H. contortus in order to help in tool production and to facilitate the reduction of AR and promote the development of other control strategies, such as anthelmintic drug targets and vaccines. |
doi_str_mv | 10.3390/pathogens12030499 |
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In this study we assembled the transcriptome of Hc as a model to contribute to the knowledge about the profile of the differential gene expression between two Mexican Hc strains under different anthelmintic resistance statuses, one susceptible and the other resistant to ivermectin (IVMs and IVMr, respectively), in order to improve and/or to have new strategies of control and diagnosis. The transcript sequence reads were assembled and annotated. Overall, ~127 Mbp were assembled and distributed into 77,422 transcript sequences, and 4394 transcripts of the de novo transcriptome were matched base on at least one of the following criteria: (1) Phylum Nemathelminthes and Platyhelminthes, important for animal health care, and (2) ≥55% of sequence identity with other organisms. The gene ontology (GO) enrichment analysis (GOEA) was performed to study the level of gene regulation to IVMr and IVMs strains using Log Fold Change (LFC) filtering values ≥ 1 and ≥ 2. The upregulated-displayed genes obtained via GOEA were: 1993 (for LFC ≥ 1) and 1241 (for LFC ≥ 2) in IVMr and 1929 (for LFC ≥ 1) and 835 (for LFC ≥ 2) in IVMs. The enriched GO terms upregulated per category identified the intracellular structure, intracellular membrane-bounded organelle and integral component of the cell membrane as some principal cellular components. Meanwhile, efflux transmembrane transporter activity, ABC-type xenobiotic transporter activity and ATPase-coupled transmembrane transporter activity were associated with molecular function. Responses to nematicide activity, pharyngeal pumping and positive regulation of synaptic assembly were classified as biological processes that might be involved in events related to the anthelmintic resistance (AR) and nematode biology. The filtering analysis of both LFC values showed similar genes related to AR. This study deepens our knowledge about the mechanisms behind the processes of H. contortus in order to help in tool production and to facilitate the reduction of AR and promote the development of other control strategies, such as anthelmintic drug targets and vaccines.</description><identifier>ISSN: 2076-0817</identifier><identifier>EISSN: 2076-0817</identifier><identifier>DOI: 10.3390/pathogens12030499</identifier><language>eng</language><publisher>MDPI AG</publisher><subject>Drug resistance in microorganisms ; Genetic transcription ; Ivermectin ; Parasitological research ; Physiological aspects</subject><ispartof>Pathogens (Basel), 2023-03, Vol.12 (3)</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,864,27924,27925</link.rule.ids></links><search><creatorcontrib>Reyes-Guerrero, David Emanuel</creatorcontrib><creatorcontrib>Jiménez-Jacinto, Verónica</creatorcontrib><creatorcontrib>Alonso-Morales, Rogelio Alejandro</creatorcontrib><creatorcontrib>Alonso-Díaz, Miguel Ángel</creatorcontrib><creatorcontrib>Maza-Lopez, Jocelyn</creatorcontrib><creatorcontrib>Camas-Pereyra, René</creatorcontrib><creatorcontrib>Olmedo-Juárez, Agustín</creatorcontrib><creatorcontrib>Higuera-Piedrahita, Rosa Isabel</creatorcontrib><creatorcontrib>López-Arellano, María Eugenia</creatorcontrib><title>Assembly and Analysis of IHaemonchus contortus/I Transcriptome as a Tool for the Knowledge of Ivermectin Resistance Mechanisms</title><title>Pathogens (Basel)</title><description>Haemonchus contortus (Hc) is an important parasitic nematode of small ruminants. In this study we assembled the transcriptome of Hc as a model to contribute to the knowledge about the profile of the differential gene expression between two Mexican Hc strains under different anthelmintic resistance statuses, one susceptible and the other resistant to ivermectin (IVMs and IVMr, respectively), in order to improve and/or to have new strategies of control and diagnosis. The transcript sequence reads were assembled and annotated. Overall, ~127 Mbp were assembled and distributed into 77,422 transcript sequences, and 4394 transcripts of the de novo transcriptome were matched base on at least one of the following criteria: (1) Phylum Nemathelminthes and Platyhelminthes, important for animal health care, and (2) ≥55% of sequence identity with other organisms. The gene ontology (GO) enrichment analysis (GOEA) was performed to study the level of gene regulation to IVMr and IVMs strains using Log Fold Change (LFC) filtering values ≥ 1 and ≥ 2. The upregulated-displayed genes obtained via GOEA were: 1993 (for LFC ≥ 1) and 1241 (for LFC ≥ 2) in IVMr and 1929 (for LFC ≥ 1) and 835 (for LFC ≥ 2) in IVMs. The enriched GO terms upregulated per category identified the intracellular structure, intracellular membrane-bounded organelle and integral component of the cell membrane as some principal cellular components. Meanwhile, efflux transmembrane transporter activity, ABC-type xenobiotic transporter activity and ATPase-coupled transmembrane transporter activity were associated with molecular function. Responses to nematicide activity, pharyngeal pumping and positive regulation of synaptic assembly were classified as biological processes that might be involved in events related to the anthelmintic resistance (AR) and nematode biology. The filtering analysis of both LFC values showed similar genes related to AR. This study deepens our knowledge about the mechanisms behind the processes of H. contortus in order to help in tool production and to facilitate the reduction of AR and promote the development of other control strategies, such as anthelmintic drug targets and vaccines.</description><subject>Drug resistance in microorganisms</subject><subject>Genetic transcription</subject><subject>Ivermectin</subject><subject>Parasitological research</subject><subject>Physiological aspects</subject><issn>2076-0817</issn><issn>2076-0817</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid/><recordid>eNptkDtPwzAUhS0EElXpD2CzxJzWiZ04GaMKaEUREspe3TjXiVFiV7EL6sJvJzyGDtwz3IfO-YZLyG3MlpwXbHWA0LkWrY8TxpkoigsyS5jMIpbH8vJsviYL79_YVDn73mfks_Qeh7o_UbANLS30J288dZpuN4CDs6o7eqqcDW4MR7_a0moE69VoDsENSMFToJVzPdVupKFD-mTdR49Niz-QdxwHVMFY-ooTOIBVSJ9RdWCNH_wNudLQe1z89TmpHu6r9SbavTxu1-UuajMZR1zUOYcUM1kIQJEDl6IWaZwIVgut80TmKFSdSgWgOTTYJDFqnjUgkySVBZ-Tu19sCz3ujdUujKAG49W-lILLrEiLeHIt_3FNanAw0wtQm-l-FvgCvY50Gg</recordid><startdate>20230301</startdate><enddate>20230301</enddate><creator>Reyes-Guerrero, David Emanuel</creator><creator>Jiménez-Jacinto, Verónica</creator><creator>Alonso-Morales, Rogelio Alejandro</creator><creator>Alonso-Díaz, Miguel Ángel</creator><creator>Maza-Lopez, Jocelyn</creator><creator>Camas-Pereyra, René</creator><creator>Olmedo-Juárez, Agustín</creator><creator>Higuera-Piedrahita, Rosa Isabel</creator><creator>López-Arellano, María Eugenia</creator><general>MDPI AG</general><scope/></search><sort><creationdate>20230301</creationdate><title>Assembly and Analysis of IHaemonchus contortus/I Transcriptome as a Tool for the Knowledge of Ivermectin Resistance Mechanisms</title><author>Reyes-Guerrero, David Emanuel ; Jiménez-Jacinto, Verónica ; Alonso-Morales, Rogelio Alejandro ; Alonso-Díaz, Miguel Ángel ; Maza-Lopez, Jocelyn ; Camas-Pereyra, René ; Olmedo-Juárez, Agustín ; Higuera-Piedrahita, Rosa Isabel ; López-Arellano, María Eugenia</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-g671-34b83a5e6794ae48a374b451240b4ff8278e4cb57caaf3aded21ef36da7225793</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Drug resistance in microorganisms</topic><topic>Genetic transcription</topic><topic>Ivermectin</topic><topic>Parasitological research</topic><topic>Physiological aspects</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Reyes-Guerrero, David Emanuel</creatorcontrib><creatorcontrib>Jiménez-Jacinto, Verónica</creatorcontrib><creatorcontrib>Alonso-Morales, Rogelio Alejandro</creatorcontrib><creatorcontrib>Alonso-Díaz, Miguel Ángel</creatorcontrib><creatorcontrib>Maza-Lopez, Jocelyn</creatorcontrib><creatorcontrib>Camas-Pereyra, René</creatorcontrib><creatorcontrib>Olmedo-Juárez, Agustín</creatorcontrib><creatorcontrib>Higuera-Piedrahita, Rosa Isabel</creatorcontrib><creatorcontrib>López-Arellano, María Eugenia</creatorcontrib><jtitle>Pathogens (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Reyes-Guerrero, David Emanuel</au><au>Jiménez-Jacinto, Verónica</au><au>Alonso-Morales, Rogelio Alejandro</au><au>Alonso-Díaz, Miguel Ángel</au><au>Maza-Lopez, Jocelyn</au><au>Camas-Pereyra, René</au><au>Olmedo-Juárez, Agustín</au><au>Higuera-Piedrahita, Rosa Isabel</au><au>López-Arellano, María Eugenia</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assembly and Analysis of IHaemonchus contortus/I Transcriptome as a Tool for the Knowledge of Ivermectin Resistance Mechanisms</atitle><jtitle>Pathogens (Basel)</jtitle><date>2023-03-01</date><risdate>2023</risdate><volume>12</volume><issue>3</issue><issn>2076-0817</issn><eissn>2076-0817</eissn><abstract>Haemonchus contortus (Hc) is an important parasitic nematode of small ruminants. In this study we assembled the transcriptome of Hc as a model to contribute to the knowledge about the profile of the differential gene expression between two Mexican Hc strains under different anthelmintic resistance statuses, one susceptible and the other resistant to ivermectin (IVMs and IVMr, respectively), in order to improve and/or to have new strategies of control and diagnosis. The transcript sequence reads were assembled and annotated. Overall, ~127 Mbp were assembled and distributed into 77,422 transcript sequences, and 4394 transcripts of the de novo transcriptome were matched base on at least one of the following criteria: (1) Phylum Nemathelminthes and Platyhelminthes, important for animal health care, and (2) ≥55% of sequence identity with other organisms. The gene ontology (GO) enrichment analysis (GOEA) was performed to study the level of gene regulation to IVMr and IVMs strains using Log Fold Change (LFC) filtering values ≥ 1 and ≥ 2. The upregulated-displayed genes obtained via GOEA were: 1993 (for LFC ≥ 1) and 1241 (for LFC ≥ 2) in IVMr and 1929 (for LFC ≥ 1) and 835 (for LFC ≥ 2) in IVMs. The enriched GO terms upregulated per category identified the intracellular structure, intracellular membrane-bounded organelle and integral component of the cell membrane as some principal cellular components. Meanwhile, efflux transmembrane transporter activity, ABC-type xenobiotic transporter activity and ATPase-coupled transmembrane transporter activity were associated with molecular function. Responses to nematicide activity, pharyngeal pumping and positive regulation of synaptic assembly were classified as biological processes that might be involved in events related to the anthelmintic resistance (AR) and nematode biology. The filtering analysis of both LFC values showed similar genes related to AR. This study deepens our knowledge about the mechanisms behind the processes of H. contortus in order to help in tool production and to facilitate the reduction of AR and promote the development of other control strategies, such as anthelmintic drug targets and vaccines.</abstract><pub>MDPI AG</pub><doi>10.3390/pathogens12030499</doi></addata></record> |
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subjects | Drug resistance in microorganisms Genetic transcription Ivermectin Parasitological research Physiological aspects |
title | Assembly and Analysis of IHaemonchus contortus/I Transcriptome as a Tool for the Knowledge of Ivermectin Resistance Mechanisms |
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