{"title":"Reagent Validation to Facilitate Experimental Reproducibility","authors":"Michael Williams","doi":"10.1002/cpph.40","DOIUrl":null,"url":null,"abstract":"<p>Many results reported in the biomedical research literature cannot be independently reproduced, undermining the basic foundations of science. This overview is intended for researchers who are committed to improving the quality and integrity of biomedical science by raising awareness of both the sources of irreproducibility, and activities specifically targeted to address the issue. The irreproducibility of biomedical research is due to a variety of factors, known and unknown, that markedly influence experimental outcomes. Among the known factors are inadequate training or mentoring, or experimenter incompetence. These may result in flawed experimental design and execution that reflect a lack of planning, leading to an underpowering of a study, an absence of appropriate controls, selective data analysis, inappropriate statistical analysis, and/or investigator bias or fraud. Another frequently overlooked source of irreproducibility is failure to ensure that the equipment used is performing up to manufacturer specifications. Failure to validate/authenticate the experimental reagents is another source of irreproducibility. These include compounds, cell lines, antibodies, and the animal models used in a study. This overview discusses how a lack of validation of research reagents negatively impact experimental reproducibility, and provides guidelines to avoid these pitfalls. © 2018 by John Wiley & Sons, Inc.</p>","PeriodicalId":10871,"journal":{"name":"Current Protocols in Pharmacology","volume":"81 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2018-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1002/cpph.40","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Protocols in Pharmacology","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/cpph.40","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Pharmacology, Toxicology and Pharmaceutics","Score":null,"Total":0}
引用次数: 7
Abstract
Many results reported in the biomedical research literature cannot be independently reproduced, undermining the basic foundations of science. This overview is intended for researchers who are committed to improving the quality and integrity of biomedical science by raising awareness of both the sources of irreproducibility, and activities specifically targeted to address the issue. The irreproducibility of biomedical research is due to a variety of factors, known and unknown, that markedly influence experimental outcomes. Among the known factors are inadequate training or mentoring, or experimenter incompetence. These may result in flawed experimental design and execution that reflect a lack of planning, leading to an underpowering of a study, an absence of appropriate controls, selective data analysis, inappropriate statistical analysis, and/or investigator bias or fraud. Another frequently overlooked source of irreproducibility is failure to ensure that the equipment used is performing up to manufacturer specifications. Failure to validate/authenticate the experimental reagents is another source of irreproducibility. These include compounds, cell lines, antibodies, and the animal models used in a study. This overview discusses how a lack of validation of research reagents negatively impact experimental reproducibility, and provides guidelines to avoid these pitfalls. © 2018 by John Wiley & Sons, Inc.
试剂验证以促进实验可重复性
生物医学研究文献中报告的许多结果无法独立复制,破坏了科学的基本基础。本综述面向致力于提高生物医学科学质量和完整性的研究人员,通过提高对不可重复性来源的认识,以及专门针对解决该问题的活动。生物医学研究的不可重复性是由于各种已知和未知的因素,这些因素显著影响实验结果。已知的因素包括培训或指导不足,或实验人员不称职。这些可能会导致实验设计和执行的缺陷,反映出缺乏计划,导致研究的力量不足,缺乏适当的控制,选择性数据分析,不适当的统计分析,和/或研究者偏见或欺诈。另一个经常被忽视的不可重复性来源是未能确保所用设备的性能达到制造商的规格。未能验证/鉴定实验试剂是不可重复性的另一个来源。这些包括化合物、细胞系、抗体和研究中使用的动物模型。本综述讨论了缺乏研究试剂验证如何对实验可重复性产生负面影响,并提供了避免这些陷阱的指导方针。©2018 by John Wiley &儿子,Inc。
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