A portable dry film FTIR instrument for industrial food and bioprocess applications†

IF 2.7 3区 化学 Q2 CHEMISTRY, ANALYTICAL Analytical Methods Pub Date : 2024-06-10 DOI:10.1039/D4AY00238E
Bijay Kafle, Sileshi Gizachew Wubshet, Kari Anne Hestnes Bakke, Ulrike Böcker, Marion O'Farrell, Katinka Dankel, Ingrid Måge, Jon Tschudi, Dimitrios Tzimorotas, Nils Kristian Afseth and Tim Dunker
{"title":"A portable dry film FTIR instrument for industrial food and bioprocess applications†","authors":"Bijay Kafle, Sileshi Gizachew Wubshet, Kari Anne Hestnes Bakke, Ulrike Böcker, Marion O'Farrell, Katinka Dankel, Ingrid Måge, Jon Tschudi, Dimitrios Tzimorotas, Nils Kristian Afseth and Tim Dunker","doi":"10.1039/D4AY00238E","DOIUrl":null,"url":null,"abstract":"<p >The main objective of this study was to design, build, and test a compact, multi-well, portable dry film FTIR system for industrial food and bioprocess applications. The system features dry film sampling on a circular rotating disc comprising 31 wells, a design that was chosen to simplify potential automation and robotic sample handling at a later stage. Calibration models for average molecular weight (AMW, 200 samples) and collagen content (68 samples) were developed from the measurements of industrially produced protein hydrolysate samples in a controlled laboratory environment. Similarly, calibration models for the prediction of lactate content in samples from cultivation media (59 samples) were also developed. The portable dry film FTIR system showed reliable model characteristics which were benchmarked with a benchtop FTIR system. Subsequently, the portable dry film FTIR system was deployed in a bioprocessing plant, and protein hydrolysate samples were measured at-line in an industrial environment. This industrial testing involved building a calibration model for predicting AMW using 60 protein hydrolysate samples measured at-line using the portable dry film FTIR system and subsequent model validation using a test set of 26 samples. The industrial calibration in terms of coefficient of determination (<em>R</em><small><sup>2</sup></small> = 0.94), root mean square of cross-validation (RMSECV = 194 g mol<small><sup>−1</sup></small>), and root mean square of prediction (RMSEP = 162 g mol<small><sup>−1</sup></small>) demonstrated low prediction errors as compared to benchtop FTIR measurements, with no statistical difference between the calibration models of the two FTIR systems. This is to the authors' knowledge the first study for developing and employing a portable dry film FTIR system in the enzymatic protein hydrolysis industry for successful at-line measurements of protein hydrolysate samples. The study therefore suggests that the portable dry film FTIR instrument has huge potential for in/at-line applications in the food and bioprocessing industries.</p>","PeriodicalId":64,"journal":{"name":"Analytical Methods","volume":null,"pages":null},"PeriodicalIF":2.7000,"publicationDate":"2024-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Analytical Methods","FirstCategoryId":"92","ListUrlMain":"https://pubs.rsc.org/en/content/articlelanding/2024/ay/d4ay00238e","RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, ANALYTICAL","Score":null,"Total":0}
引用次数: 0

Abstract

The main objective of this study was to design, build, and test a compact, multi-well, portable dry film FTIR system for industrial food and bioprocess applications. The system features dry film sampling on a circular rotating disc comprising 31 wells, a design that was chosen to simplify potential automation and robotic sample handling at a later stage. Calibration models for average molecular weight (AMW, 200 samples) and collagen content (68 samples) were developed from the measurements of industrially produced protein hydrolysate samples in a controlled laboratory environment. Similarly, calibration models for the prediction of lactate content in samples from cultivation media (59 samples) were also developed. The portable dry film FTIR system showed reliable model characteristics which were benchmarked with a benchtop FTIR system. Subsequently, the portable dry film FTIR system was deployed in a bioprocessing plant, and protein hydrolysate samples were measured at-line in an industrial environment. This industrial testing involved building a calibration model for predicting AMW using 60 protein hydrolysate samples measured at-line using the portable dry film FTIR system and subsequent model validation using a test set of 26 samples. The industrial calibration in terms of coefficient of determination (R2 = 0.94), root mean square of cross-validation (RMSECV = 194 g mol−1), and root mean square of prediction (RMSEP = 162 g mol−1) demonstrated low prediction errors as compared to benchtop FTIR measurements, with no statistical difference between the calibration models of the two FTIR systems. This is to the authors' knowledge the first study for developing and employing a portable dry film FTIR system in the enzymatic protein hydrolysis industry for successful at-line measurements of protein hydrolysate samples. The study therefore suggests that the portable dry film FTIR instrument has huge potential for in/at-line applications in the food and bioprocessing industries.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
用于工业食品和生物加工应用的便携式干膜傅立叶变换红外光谱仪。
这项研究的主要目的是设计、制造和测试一种紧凑型、多孔、便携式干膜傅立叶变换红外系统,用于工业食品和生物加工应用。该系统的特点是在一个由 31 个孔组成的圆形旋转盘上进行干膜采样,选择这种设计是为了简化后期可能的自动化和机器人样品处理。平均分子量(AMW,200 个样品)和胶原蛋白含量(68 个样品)的校准模型是根据在受控实验室环境中对工业生产的蛋白质水解物样品的测量结果开发的。同样,还开发了用于预测培养基样品(59 个样品)中乳酸含量的校准模型。便携式干膜傅立叶变换红外系统显示出可靠的模型特征,并与台式傅立叶变换红外系统进行了基准比较。随后,便携式干膜傅立叶变换红外系统被部署到生物加工厂,并在工业环境中对蛋白质水解物样品进行了在线测量。工业测试包括利用便携式干膜傅立叶变换红外系统在线测量的 60 个蛋白质水解物样品建立预测 AMW 的校准模型,以及随后利用 26 个样品的测试集进行模型验证。从测定系数(R2 = 0.94)、交叉验证均方根(RMSECV = 194 g mol-1)和预测均方根(RMSEP = 162 g mol-1)来看,与台式傅立叶变换红外测量相比,工业校准的预测误差较低,两种傅立叶变换红外系统的校准模型之间没有统计学差异。据作者所知,这是首次在酶法蛋白质水解行业开发和使用便携式干膜傅立叶变换红外系统,成功地对蛋白质水解物样品进行在线测量的研究。因此,这项研究表明,便携式干膜傅立叶变换红外光谱仪在食品和生物加工行业的在线应用中具有巨大的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Analytical Methods
Analytical Methods CHEMISTRY, ANALYTICAL-FOOD SCIENCE & TECHNOLOGY
CiteScore
5.10
自引率
3.20%
发文量
569
审稿时长
1.8 months
期刊介绍: Early applied demonstrations of new analytical methods with clear societal impact
期刊最新文献
Portable X-ray fluorescence spectrometry: a cost-effective method for analysing trace metals in deposited dust. Quality and efficiency assessment of five extracellular vesicle isolation methods using resistive pulse sensing strategy Archaeometric characterization of pottery from the Houjiazhai site (ca. 7.3-5.7 ka BP), Anhui Province, China. Photonic crystal gas sensors based on metal-organic frameworks and polymers. Molecular beacon-peptide probe based double recycling amplification for multiplexed detection of serum exosomal microRNAs
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1