Feasibility study of Field Asymmetric Ion Mobility Spectrometry (FAIMS) for rapid off-flavor detection in recirculating aquaculture system cultured Atlantic salmon

IF 4.3 2区 农林科学 Q2 AGRICULTURAL ENGINEERING
Rakesh Ranjan , Gajanan S. Kothawade , John Davidson , Lav R. Khot
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Abstract

This study evaluates the feasibility of a portable Field Asymmetric Ion Mobility Spectrometry (FAIMS) system for detecting geosmin-related off-flavors in Atlantic salmon (Salmo salar) fillets from fish cultured in a recirculating aquaculture system. Salmon were exposed to a concentrated geosmin solution to spike off-flavor concentration in the fish tissues, followed by purging to create varying geosmin levels. Baseline geosmin and 2-methylisoborneol (MIB) in water and fillet samples were quantified using solid-phase microextraction coupled with gas chromatography-mass spectrometry (GC-MS). Volatile organic compound (VOC) fingerprints from geosmin-treated cold and heated fillet samples were analyzed via FAIMS, and the results were compared against the untreated control (UTC). For cold samples, the VOC signatures in FAIMS spectra of the UTC and treatment groups with spiked off-flavor were nearly identical. Heated samples, however, displayed distinct ion current profiles within the compensation voltage range of −2–2 V across the full dispersion field range. Principal component and statistical analysis also demonstrated evident separation between UTC and treatment groups. While FAIMS showed promise in effectively differentiating the VOC fingerprints between UTC and geosmin-treated fish fillets, the system could not consistently distinguish concentration differences within treatment groups, regardless of thermal treatment. Overall, the sampling and pre-processing protocols developed in this study can help fish farmers quickly identify geosmin-contaminated batches during grow-out stages and prior to processing, enabling timely corrective actions. Future studies could focus on training FAIMS for the quantitative analysis of off-flavor compounds, utilizing key biomarkers identified by GC-MS.
现场不对称离子迁移谱法(FAIMS)快速检测大西洋鲑鱼循环水养殖系统异味的可行性研究
本研究评估了便携式场不对称离子迁移谱(FAIMS)系统用于检测循环养殖系统中大西洋鲑鱼(Salmo salar)鱼片中与地色素相关的异味的可行性。将鲑鱼暴露在浓缩的土臭素溶液中,以提高鱼组织中的异味浓度,然后进行净化,以产生不同的土臭素水平。采用固相微萃取-气相色谱-质谱联用技术(GC-MS)对水和鱼片样品中的土臭素和2-甲基异龙脑(MIB)进行定量分析。采用FAIMS对经地黄胶处理的冷、热鱼片样品的挥发性有机化合物(VOC)指纹图谱进行分析,并与未处理的对照(UTC)进行比较。对于冷样品,UTC和加味处理组的FAIMS光谱中的VOC特征几乎相同。然而,加热后的样品在−2-2 V的补偿电压范围内,在整个色散场范围内显示出不同的离子电流分布。主成分分析和统计分析也显示UTC组与治疗组之间存在明显的分离。尽管FAIMS有望有效区分UTC和地胶处理过的鱼片之间的VOC指纹图谱,但无论热处理如何,该系统都无法始终区分处理组内的浓度差异。总体而言,本研究中制定的采样和预处理方案可以帮助养鱼户在生长阶段和加工前快速识别受地胶污染的批次,从而及时采取纠正措施。未来的研究可以集中于训练FAIMS,利用GC-MS鉴定的关键生物标志物对异味化合物进行定量分析。
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来源期刊
Aquacultural Engineering
Aquacultural Engineering 农林科学-农业工程
CiteScore
8.60
自引率
10.00%
发文量
63
审稿时长
>24 weeks
期刊介绍: Aquacultural Engineering is concerned with the design and development of effective aquacultural systems for marine and freshwater facilities. The journal aims to apply the knowledge gained from basic research which potentially can be translated into commercial operations. Problems of scale-up and application of research data involve many parameters, both physical and biological, making it difficult to anticipate the interaction between the unit processes and the cultured animals. Aquacultural Engineering aims to develop this bioengineering interface for aquaculture and welcomes contributions in the following areas: – Engineering and design of aquaculture facilities – Engineering-based research studies – Construction experience and techniques – In-service experience, commissioning, operation – Materials selection and their uses – Quantification of biological data and constraints
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