Investigating the effects of storage conditions on urinary volatilomes for their reliability in disease diagnosis.

IF 1.5 Q3 UROLOGY & NEPHROLOGY
American journal of clinical and experimental urology Pub Date : 2023-12-15 eCollection Date: 2023-01-01
Kiana L Holbrook, Sabur Badmos, Ahsan Habib, Elizabeth Noriega Landa, George E Quaye, Michael Pokojovy, Xiaogang Su, Wen-Yee Lee
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Abstract

Background: Cancer detection presents challenges regarding invasiveness, cost, and reliability. As a result, exploring alternative diagnostic methods holds significant clinical importance. Urinary metabolomic profiling has emerged as a promising avenue; however, its application for cancer diagnosis may be influenced by sample preparation or storage conditions.

Objective: This study aimed to assess the impact of sample storage and processing conditions on urinary volatile organic compounds (VOCs) profiles and establish a robust standard operating procedure (SOP) for such diagnostic applications.

Methods: Five key variables were investigated: storage temperatures, durations, freeze-thaw cycles, sample collection conditions, and sample amounts. The analysis of VOCs involved stir bar sorptive extraction coupled with thermal desorption-gas chromatography/mass spectrometry (SBSE-TD-GC-MS), with compound identification facilitated by the National Institute of Standards and Technology Library (NIST). Extensive statistical analysis, including combined scatterplot and response surface (CSRS) plots, partial least squares-discriminant analysis (PLS-DA), and probability density function plots (PDFs), were employed to study the effects of the factors.

Results: Our findings revealed that urine storage duration, sample amount, temperature, and fasting/non-fasting sample collection did not significantly impact urinary metabolite profiles. This suggests flexibility in urine sample collection conditions, enabling individuals to contribute samples under varying circumstances. However, the influence of freeze-thaw cycles was evident, as VOC profiles exhibited distinct clustering patterns based on the number of cycles. This emphasizes the effect of freeze-thaw cycles on the integrity of urinary profiles.

Conclusions: The developed SOP integrating SBSE-TD-GC-MS and statistical analyses can serve as a valuable tool for analyzing urinary organic compounds with minimal preparation and sensitive detection. The findings also support that urinary VOCs for cancer screening and diagnosis could be a feasible alternative offering a robust, non-invasive, and sensitive approach for cancer screening.

研究储存条件对尿液挥发物的影响,以确定其在疾病诊断中的可靠性。
背景:癌症检测在侵入性、成本和可靠性方面存在挑战。因此,探索其他诊断方法具有重要的临床意义。尿液代谢组学分析已成为一种很有前景的方法,但其在癌症诊断中的应用可能会受到样本制备或储存条件的影响:本研究旨在评估样本储存和处理条件对尿液挥发性有机化合物(VOCs)图谱的影响,并为此类诊断应用建立一套可靠的标准操作程序(SOP):研究了五个关键变量:储存温度、持续时间、冻融循环、样本采集条件和样本量。挥发性有机化合物的分析包括搅拌棒吸附萃取-热脱附-气相色谱/质谱法(SBSE-TD-GC-MS),由美国国家标准与技术研究院图书馆(NIST)协助进行化合物鉴定。为了研究各因素的影响,我们采用了广泛的统计分析方法,包括组合散点图和响应面图(CSRS)、偏最小二乘法-判别分析(PLS-DA)和概率密度函数图(PDF):结果:我们的研究结果表明,尿液储存时间、样本量、温度和空腹/非空腹样本采集对尿液代谢物谱无明显影响。这表明尿样采集条件具有灵活性,个人可在不同情况下采集尿样。然而,冻融循环的影响是显而易见的,因为挥发性有机化合物图谱根据冻融循环的次数呈现出不同的聚类模式。这强调了冻融循环对尿液样本完整性的影响:结论:所开发的 SOP 整合了 SBSE-TD-GC-MS 和统计分析,可作为分析尿液有机化合物的重要工具,只需极少的准备工作即可实现灵敏检测。研究结果还证明,尿液挥发性有机化合物用于癌症筛查和诊断是一种可行的替代方法,可为癌症筛查提供一种稳健、无创和灵敏的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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