Research Trends and Development Dynamics of qPCR-based Biomarkers: A Comprehensive Bibliometric Analysis.

IF 2.5 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Molecular Biotechnology Pub Date : 2026-01-01 Epub Date: 2025-01-22 DOI:10.1007/s12033-024-01356-7
Li Liu, Ben-Rong Mu, Ya Zhou, Qing-Lin Wu, Bin Li, Dong-Mei Wang, Mei-Hong Lu
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Abstract

Quantitative polymerase chain reaction (qPCR) is a vital molecular technique for biomarker detection; however, its clinical application is impeded by the scarcity of robust biomarkers and the inherent limitations of the technology. This study conducted a bibliometric analysis of 4063 qPCR-based biomarker studies sourced from the Web of Science (WOS) database, employing VOSviewer and CiteSpace to generate multi-dimensional structural insights into this field. The results reveal a growing trend in research within this domain, with gene expression analysis playing a central role in the identification of potential biomarkers. Among these, cancer-related biomarkers are the most prominent, while research on biomarkers for other diseases remains limited. Liquid biopsy biomarkers, including microRNA (miRNA), circulating free DNA (cfDNA), and circulating tumor DNA (ctDNA), are increasingly being explored. The integration of bioinformatics, omics analysis, and high-throughput technologies with qPCR is accelerating biomarker discovery. Furthermore, large-scale parallel sequencing is emerging as a potential alternative to relative quantification and microarray techniques. Nevertheless, qPCR remains essential for validating specific biomarkers, and further standardization of its protocols is necessary to enhance reliability. This study provides a systematic analysis of qPCR-based biomarker research and underscores the need for future technological integration and standardization to facilitate broader clinical applications.

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基于qpcr的生物标志物研究趋势与发展动态:综合文献计量学分析。
定量聚合酶链反应(qPCR)是生物标志物检测的重要分子技术;然而,其临床应用受到强大的生物标志物的稀缺和技术的固有局限性的阻碍。本研究对来自Web of Science (WOS)数据库的4063篇基于qpcr的生物标志物研究进行了文献计量学分析,使用VOSviewer和CiteSpace对该领域进行了多维结构分析。研究结果表明,这一领域的研究呈增长趋势,基因表达分析在鉴定潜在生物标志物方面发挥着核心作用。其中,与癌症相关的生物标志物最为突出,而其他疾病的生物标志物研究仍然有限。液体活检生物标志物,包括microRNA (miRNA)、循环游离DNA (cfDNA)和循环肿瘤DNA (ctDNA),正在越来越多地被探索。生物信息学、组学分析和高通量技术与qPCR的整合正在加速生物标志物的发现。此外,大规模平行测序正在成为相对定量和微阵列技术的潜在替代方案。然而,qPCR对于验证特定的生物标记物仍然是必不可少的,并且有必要进一步标准化其方案以提高可靠性。本研究对基于qpcr的生物标志物研究进行了系统分析,并强调了未来技术整合和标准化的必要性,以促进更广泛的临床应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular Biotechnology
Molecular Biotechnology 医学-生化与分子生物学
CiteScore
4.10
自引率
3.80%
发文量
165
审稿时长
6 months
期刊介绍: Molecular Biotechnology publishes original research papers on the application of molecular biology to both basic and applied research in the field of biotechnology. Particular areas of interest include the following: stability and expression of cloned gene products, cell transformation, gene cloning systems and the production of recombinant proteins, protein purification and analysis, transgenic species, developmental biology, mutation analysis, the applications of DNA fingerprinting, RNA interference, and PCR technology, microarray technology, proteomics, mass spectrometry, bioinformatics, plant molecular biology, microbial genetics, gene probes and the diagnosis of disease, pharmaceutical and health care products, therapeutic agents, vaccines, gene targeting, gene therapy, stem cell technology and tissue engineering, antisense technology, protein engineering and enzyme technology, monoclonal antibodies, glycobiology and glycomics, and agricultural biotechnology.
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