Małgorzata Gazda

BackgroundReproducibility remains a major concern in scientific research, particularly in complex methods such as quantitative polymerase chain reaction (qPCR). Stringent reporting standards are essential to ensure reproducibility, validity of data, and trustworthiness of conclusions. The MIQE (Minimum Information for Publication of Quantitative Real-Time PCR Experiments) guidelines, introduced in 2009, aimed to improve reporting practices. However, a 2013 study highlighted persistent deficiencies. To further assess the transparency and completeness of qPCR reporting, we conducted a systematic evaluation of recently published research.MethodsWe systematically reviewed research articles employing qPCR that were published in the top 20 journals in genetics and heredity (n = 186) and plant sciences (n = 246). Articles were assessed for completeness of methodological reporting with respect to RNA quality control, reference gene reporting, and details of RNA extraction, RNA-to-cDNA conversion, and qPCR procedures. Frequencies of reporting deficiencies were recorded and descriptively analyzed.ResultsOur analysis identified frequent omissions and insufficient detail in reporting key information required to evaluate and replicate qPCR experiments. RNA integrity was reported in only 7—10% of studies, and assessment methods or instruments used for integrity evaluation were specified in just 14—16%. While primer sequences were often disclosed (88—93%), the traceability of housekeeping/reference genes was limited: accession numbers were provided in only 11% of genetics/heredity papers and 32% of plant science papers. Critical methodological details—including kit names, catalog numbers, and reagent specifications for RNA extraction, RNA-to-cDNA conversion, and qPCR—were also frequently missing, appearing in only 7—14% of reports.ConclusionsThis study underscores the urgent need for improved reporting practices in qPCR experiments. Greater emphasis should be placed on quality controls, detailed descriptions of reagents and materials, and increased analytical transparency. Addressing these deficiencies is vital to enhance reproducibility and to strengthen the trustworthiness of qPCR-based research. Potential solutions include encouraging the citation of protocols in online repositories, providing structured reporting templates, and developing automated tools to support compliance with MIQE standards.Trial registrationNot applicable (not a clinical trial). The study was preregistered on the Open Science Framework (OSF): https://doi.org/10.17605/osf.io/9zp5m.Graphical Abstract.