Establishment and application of a preset dilution factor strategy for human chorionic gonadotropin testing in clinical laboratory.

IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Frontiers in Molecular Biosciences Pub Date : 2025-09-03 eCollection Date: 2025-01-01 DOI:10.3389/fmolb.2025.1648421
Shu Chen, Qin Li, Huaqiang Liao, Mingcai Zhao, Jie Chen, Hongyu Chen, Guangjun Xiao
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引用次数: 0

Abstract

Introduction: Automated dilution has improved the efficiency of human chorionic gonadotropin (hCG) testing, however, challenges persist regarding the cost implications of repeated testing. This study proposes the concept of cost-effective optimization, which aims to further optimize testing efficiency while maintaining controllable costs, and establishes an automated process with preset dilution factors for the hCG testing.

Materials and methods: The hCG testing process at Suining Central Hospital was optimized using the Aptio™ Automation Solution (Siemens Healthineers, Erlangen, Germany) integrated with Siemens Atellica® IM1600 analyzer. A novel middleware program was developed within the DataLink V2.0 (Siemens Healthineers, Erlangen, Germany) to automate dilution factor assignment. Relevant data such as dilution factors, sample reception time and review time were captured for statistical purposes to analyze the accuracy, ability to shorten TAT, and economic benefits of hCG testing.

Results: After 8 months of continuous improvement, implementation of automated hCG dilution attained 91.19% compliance rate with 19.7% reduction in in-laboratory TAT. The process achieved 75.60% compliance against the 90 min benchmark, while the preset dilution process generated 15.03% mean cost savings per test.

Conclusion: In this study, a preset dilution factor program was utilized to establish an automated dilution process, achieving accurate and rapid prediction of hCG. These strategies not only improve efficiency, but also effectively reduce costs, enabling the expansion of testing items and facilitating the implementation in laboratories. Furthermore, they also help to shorten the in-hospital TAT for patients, and improve the hospital's service quality.

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临床实验室人绒毛膜促性腺激素检测预设稀释因子策略的建立与应用。
导论:自动稀释提高了人绒毛膜促性腺激素(hCG)检测的效率,然而,重复检测的成本问题仍然存在。本研究提出了成本效益优化的概念,旨在进一步优化检测效率,同时保持成本可控,并建立了预设稀释因子的hCG检测自动化流程。材料和方法:采用Aptio™自动化解决方案(Siemens Healthineers, Erlangen, Germany)与Siemens Atellica®IM1600分析仪集成,对睢宁中心医院的hCG测试过程进行了优化。在DataLink V2.0 (Siemens Healthineers, Erlangen, Germany)中开发了一个新的中间件程序来自动分配稀释因子。收集相关数据,如稀释系数、样品接收时间和审查时间,用于统计目的,以分析hCG检测的准确性、缩短TAT的能力和经济效益。结果:经过8个月的持续改善,hCG自动稀释的实施达到了91.19%的依从率,实验室TAT降低了19.7%。在90分钟基准测试中,该工艺达到了75.60%的依从性,而预设的稀释工艺每次测试平均节省了15.03%的成本。结论:本研究采用预先设定的稀释因子程序建立自动稀释流程,实现了hCG的准确、快速预测。这些策略不仅提高了效率,而且有效地降低了成本,使检测项目得以扩大,便于在实验室实施。此外,它们还有助于缩短患者在医院的TAT,提高医院的服务质量。
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来源期刊
Frontiers in Molecular Biosciences
Frontiers in Molecular Biosciences Biochemistry, Genetics and Molecular Biology-Biochemistry
CiteScore
7.20
自引率
4.00%
发文量
1361
审稿时长
14 weeks
期刊介绍: Much of contemporary investigation in the life sciences is devoted to the molecular-scale understanding of the relationships between genes and the environment — in particular, dynamic alterations in the levels, modifications, and interactions of cellular effectors, including proteins. Frontiers in Molecular Biosciences offers an international publication platform for basic as well as applied research; we encourage contributions spanning both established and emerging areas of biology. To this end, the journal draws from empirical disciplines such as structural biology, enzymology, biochemistry, and biophysics, capitalizing as well on the technological advancements that have enabled metabolomics and proteomics measurements in massively parallel throughput, and the development of robust and innovative computational biology strategies. We also recognize influences from medicine and technology, welcoming studies in molecular genetics, molecular diagnostics and therapeutics, and nanotechnology. Our ultimate objective is the comprehensive illustration of the molecular mechanisms regulating proteins, nucleic acids, carbohydrates, lipids, and small metabolites in organisms across all branches of life. In addition to interesting new findings, techniques, and applications, Frontiers in Molecular Biosciences will consider new testable hypotheses to inspire different perspectives and stimulate scientific dialogue. The integration of in silico, in vitro, and in vivo approaches will benefit endeavors across all domains of the life sciences.
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