Accurate detection of scutellata‐hybrids (Africanized Bees) using a snp‐based diagnostic assay

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dc.contributor.author Dogantzis, Kathleen A.
dc.contributor.author Patel, Harshilkumar
dc.contributor.author Rose, Stephen
dc.contributor.author Conflitti, Ida M.
dc.contributor.author Dey, Alivia
dc.contributor.author Tiwari, Tanushree
dc.contributor.author Chapman, Nadine C.
dc.contributor.author Kadri, Samir M.
dc.contributor.author Patch, Harland M.
dc.contributor.author Muli, Elliud
dc.contributor.author Alqarni, Abdulaziz S.
dc.contributor.author Allsopp, Michael H.
dc.contributor.author Zayed, Amro
dc.date.accessioned 2024-12-09T12:54:19Z
dc.date.available 2024-12-09T12:54:19Z
dc.date.issued 2024
dc.identifier.issn https://pmc.ncbi.nlm.nih.gov/articles/PMC11569865/pdf/ECE3-14-e70554.pdf
dc.identifier.issn 2045-7758
dc.identifier.uri http://repository.seku.ac.ke/xmlui/handle/123456789/7744
dc.description doi: 10.1002/ece3.70554 en_US
dc.description.abstract Hybrid populations of Africanized honey bees (scutellata‐hybrids), notable for their defensive behaviour, have spread rapidly throughout South and North America since their unintentional introduction. Although their migration has slowed, the large‐scale trade and movement of honey bee queens and colonies raise concern over the accidental importation of scutellata‐hybrids to previously unoccupied areas. Therefore, developing an accurate and robust assay to detect scutellata‐hybrids is an important first step toward mitigating risk. Here, we used an extensive population genomic dataset to assess the genomic composition of Apis mellifera native populations and patterns of genetic admixture in North and South American commercial honey bees. We used this dataset to develop a SNP assay, where 80 markers, combined with machine learning classification, can accurately differentiate between scutellata‐hybrids and non‐scutellata‐hybrid commercial colonies. The assay was validated on 1263 individuals from colonies located in Canada, the United States, Australia and Brazil. Notably, we demonstrate that using a reduced SNP set of as few as 10 loci can still provide accurate results. en_US
dc.language.iso en en_US
dc.publisher PubMed Central en_US
dc.subject Africanized honey bee en_US
dc.subject Apis mellifera en_US
dc.subject biomonitoring en_US
dc.subject classification en_US
dc.subject machine learning en_US
dc.title Accurate detection of scutellata‐hybrids (Africanized Bees) using a snp‐based diagnostic assay en_US
dc.type Article en_US


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