{"title":"Data-driven learning: a qPCR lab module that incorporates quantitative feedback to encourage technical problem solving.","authors":"Nancy D Shi, Cassie Tong-Zhou, Kenjiro W Quides","doi":"10.1128/jmbe.00255-26","DOIUrl":null,"url":null,"abstract":"<p><p>Hands-on lab experience is invaluable for students, not only for practicing foundational techniques but also for their application of the scientific process and scientific reasoning. Here, we describe a quantitative PCR (qPCR) teaching lab module that allows students to use their own standard-curve data to improve their technique and confidence in standard lab practices. We describe the module in the context of a <i>Mesorhizobium loti</i> system, but the lab activities can be easily adapted to any other system in which (q)PCR is applicable. We then briefly describe extensions of this qPCR standard-curve module that can expand students' learning opportunities.</p>","PeriodicalId":46416,"journal":{"name":"Journal of Microbiology & Biology Education","volume":" ","pages":"e0025526"},"PeriodicalIF":1.6000,"publicationDate":"2026-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Microbiology & Biology Education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1128/jmbe.00255-26","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"EDUCATION, SCIENTIFIC DISCIPLINES","Score":null,"Total":0}
引用次数: 0
Abstract
Hands-on lab experience is invaluable for students, not only for practicing foundational techniques but also for their application of the scientific process and scientific reasoning. Here, we describe a quantitative PCR (qPCR) teaching lab module that allows students to use their own standard-curve data to improve their technique and confidence in standard lab practices. We describe the module in the context of a Mesorhizobium loti system, but the lab activities can be easily adapted to any other system in which (q)PCR is applicable. We then briefly describe extensions of this qPCR standard-curve module that can expand students' learning opportunities.