萤火虫算法- pls同步荧光分析药物和血浆样品中奥美沙坦和瑞舒伐他汀

IF 3 4区 化学 Q2 CHEMISTRY, ANALYTICAL
Luminescence Pub Date : 2025-08-13 DOI:10.1002/bio.70280
Saud Alqahtani, Ali Alqahtani, Taha Alqahtani, Ahmed A. Almrasy
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引用次数: 0

摘要

本研究提出了一种结合先进化学计量学建模的同步荧光光谱法同时测定奥美沙坦和瑞舒伐他汀的有效分析方法。该方法将萤火虫算法(FA)与偏最小二乘(PLS)回归相结合,解决了传统方法的局限性,克服了光谱重叠的挑战。优化实验条件,以乙醇为溶剂,0.05% w/v SDS为荧光增强剂,对奥美沙坦和瑞舒伐他汀的灵敏度分别提高1.6倍和1.4倍。FA-PLS方法表现出优于传统PLS的性能,需要更少的潜在变量(2 vs. 4),同时在ng/mL范围内实现更低的检出限,显着更紧密的残差分布(±2%),并提高预测精度(RRMSEP: 1.34和1.40)。该方法按照ICH指南进行验证,并应用于制剂和血浆样品中,奥美沙坦和瑞舒伐他汀的回收率分别为99.87±1.02%和99.68±0.56%。通过t检验、f检验和区间假设检验,与已报道的HPLC方法进行统计比较,证实了方法的等效性。使用AGREE(0.75)和BAGI(75.0)指数进行环境影响评价,与传统HPLC方法相比,绿色度更高,同时保持了良好的分析实用性,使该方法成为常规药物分析和生物医学应用的可持续替代方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Firefly Algorithm–PLS for Synchronous Fluorescence Analysis of Olmesartan and Rosuvastatin in Pharmaceutical and Plasma Samples

Firefly Algorithm–PLS for Synchronous Fluorescence Analysis of Olmesartan and Rosuvastatin in Pharmaceutical and Plasma Samples

Firefly Algorithm–PLS for Synchronous Fluorescence Analysis of Olmesartan and Rosuvastatin in Pharmaceutical and Plasma Samples

Firefly Algorithm–PLS for Synchronous Fluorescence Analysis of Olmesartan and Rosuvastatin in Pharmaceutical and Plasma Samples

Firefly Algorithm–PLS for Synchronous Fluorescence Analysis of Olmesartan and Rosuvastatin in Pharmaceutical and Plasma Samples

This study presents a validated analytical method for the simultaneous determination of olmesartan and rosuvastatin using synchronous spectrofluorimetry integrated with advanced chemometric modeling. The method addresses the limitations of conventional approaches by combining the firefly algorithm (FA) with partial least squares (PLS) regression to overcome spectral overlap challenges. Experimental conditions were optimized, with ethanol as solvent and 0.05% w/v SDS as fluorescence enhancer, achieving a 1.6- and 1.4-fold increase in sensitivity for olmesartan and rosuvastatin, respectively. The FA-PLS approach demonstrated superior performance over conventional PLS, requiring fewer latent variables (2 vs. 4) while achieving lower detection limits in the ng/mL range, markedly tighter residual distributions (±2%), and improved prediction accuracy (RRMSEP: 1.34 and 1.40). The method was successfully validated according to ICH guidelines and applied to pharmaceutical formulations and plasma samples, yielding recoveries of 99.87 ± 1.02% and 99.68 ± 0.56% for olmesartan and rosuvastatin, respectively. Statistical comparison with the reported HPLC method confirmed method equivalence through t-tests, F-tests, and interval hypothesis testing. Environmental impact assessment using AGREE (0.75) and BAGI (75.0) indices demonstrated superior greenness compared to the conventional HPLC method while maintaining excellent analytical practicality, establishing this method as a sustainable alternative for routine pharmaceutical analysis and biomedical applications.

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来源期刊
Luminescence
Luminescence 生物-生化与分子生物学
CiteScore
5.10
自引率
13.80%
发文量
248
审稿时长
3.5 months
期刊介绍: Luminescence provides a forum for the publication of original scientific papers, short communications, technical notes and reviews on fundamental and applied aspects of all forms of luminescence, including bioluminescence, chemiluminescence, electrochemiluminescence, sonoluminescence, triboluminescence, fluorescence, time-resolved fluorescence and phosphorescence. Luminescence publishes papers on assays and analytical methods, instrumentation, mechanistic and synthetic studies, basic biology and chemistry. Luminescence also publishes details of forthcoming meetings, information on new products, and book reviews. A special feature of the Journal is surveys of the recent literature on selected topics in luminescence.
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