Assessment of Homogeneity of Elemental Mass Fractions in a Castor Leaf (Ricinus communis L.) Reference Material Candidate Using ANOVA and PCA.

IF 1.7
Altemar da Cruz Luciano, Adriana Costa Ferreira, Geovani Cardoso Brandão, Fábio de Souza Dias, Erik Galvão Paranhos da Silva, Walter Nei Lopes Dos Santos, Liz Oliveira Dos Santos
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Abstract

Background: Certified reference materials (CRMs) are essential for method validation, quality control, and metrological traceability in analytical chemistry. However, CRMs for plant matrices of regional relevance, such as castor bean (Ricinus communis L.) leaves, remain scarce in tropical and subtropical regions. This study addresses that gap by evaluating the homogeneity of a castor bean leaf RM candidate produced under single-laboratory conditions.

Objective: To assess between- and within-unit homogeneity of a Ricinus communis L. leaf RM candidate for seven inorganic elements (Al, Ca, Cu, Fe, Mg, P and Zn), following ISO Guide 35:2017. This study does not aim at certification or replacement of full certification procedures as specified in ISO 17034:2016.

Methods: Castor bean leaf samples were collected in Bahia, Brazil. A total of 400 g of dry material was produced, homogenized, and distributed among 20 units. Elemental mass fractions were determined by microwave-induced plasma optical emission spectrometry (MIP OES) after acid digestion. Data were evaluated by one-way ANOVA (ISO Guide 35:2017) and principal component analysis (PCA) as a complementary exploratory tool.

Results: A minimum sample mass of 400 mg was established as adequate for reliable homogeneity evaluation. Ten units were randomly selected for between-bottle assessment, with three subsamples per unit for within-bottle evaluation.

Conclusion: The RM candidate was considered homogeneous for all seven elements at the 95% confidence level. PCA provided additional exploratory insights, including identification of atypical subsamples not detectable by univariate ANOVA.

Highlights: Castor bean RM will be of great use for confirming the accuracy of methods, which will facilitate the validation of analytical methods and verification of quality control of samples of vegetable leaves or similar matrix, in addition to allowing metrological traceability.

蓖麻叶元素质量分数均匀性的评价参考材料候选使用方差分析和主成分分析。
背景:经过认证的标准物质(crm)对于分析化学中的方法验证、质量控制和计量溯源是必不可少的。然而,具有区域相关性的植物基质,如蓖麻(Ricinus communis L.)叶片,在热带和亚热带地区仍然稀缺。本研究通过评估在单一实验室条件下生产的蓖麻豆叶RM候选物的同质性来解决这一差距。目的:根据ISO指南35:2017,评估蓖麻草叶片RM候选物中7种无机元素(Al, Ca, Cu, Fe, Mg, P和Zn)的单位间和单位内均匀性。本研究的目的不是认证或替换ISO 17034:2016中规定的完整认证程序。方法:在巴西巴伊亚采集蓖麻叶样品。共生产400克干燥物料,均质,并分配到20个单位。酸消化后用微波诱导等离子体发射光谱法(MIP OES)测定元素质量分数。数据采用单因素方差分析(ISO指南35:2017)和主成分分析(PCA)作为补充探索性工具进行评估。结果:最小样品质量为400 mg,可进行可靠的均匀性评价。随机选择10个单位进行瓶间评估,每个单位有三个子样本进行瓶内评估。结论:在95%的置信水平上,RM候选物在所有7个要素上被认为是均匀的。PCA提供了额外的探索性见解,包括单变量方差分析无法检测到的非典型亚样本的鉴定。亮点:蓖麻豆RM将用于确认方法的准确性,这将有助于分析方法的验证和蔬菜叶或类似基质样品的质量控制验证,除了允许计量可追溯性。
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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