{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"submitter":["Malpartida-Cardenas K"],"funding":["National Institute for Health Research (NIHR)","NIHR Imperial Biomedical Research Centre","Engineering and Physical Sciences Research Council"],"pagination":["465-468"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC7614402"],"repository":["biostudies-literature"],"omics_type":["Unknown"],"volume":["1(3)"],"pubmed_abstract":["Loop-mediated isothermal amplification assays are currently limited to one target per reaction in the absence of melting curve analysis, molecular probes or restriction enzyme digestion. Here, we demonstrate multiplexing of five targets in a single fluorescent channel using digital LAMP and the machine learning-based method amplification curve analysis, resulting in a classification accuracy of 91.33% on 54 186 positive amplification events."],"journal":["Sensors & diagnostics"],"pubmed_title":["Single-channel digital LAMP multiplexing using amplification curve analysis."],"pmcid":["PMC7614402"],"funding_grant_id":["IS-HPU-1112-10047","P80763","NF-SI-0617-10176","EP/L016796/1","WDAI_PA2018"],"pubmed_authors":["Miglietta L","Peng T","Holmes A","Moniri A","Malpartida-Cardenas K","Rodriguez-Manzano J","Georgiou P"],"additional_accession":[]},"is_claimable":false,"name":"Single-channel digital LAMP multiplexing using amplification curve analysis.","description":"Loop-mediated isothermal amplification assays are currently limited to one target per reaction in the absence of melting curve analysis, molecular probes or restriction enzyme digestion. Here, we demonstrate multiplexing of five targets in a single fluorescent channel using digital LAMP and the machine learning-based method amplification curve analysis, resulting in a classification accuracy of 91.33% on 54 186 positive amplification events.","dates":{"release":"2022-01-01T00:00:00Z","publication":"2022","modification":"2025-04-04T02:25:18.525Z","creation":"2025-02-19T01:33:00.017Z"},"accession":"S-EPMC7614402","cross_references":{"pubmed":["37034965"],"doi":["10.1039/d2sd00038e"]}}