首页 > 最新文献

Food Control最新文献

英文 中文
Faster predicting the content of key non-volatile compound in rosemary using electronic nose with multivariate algorithms 利用电子鼻和多元算法更快地预测迷迭香中主要非挥发性化合物的含量
IF 5.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-17 DOI: 10.1016/j.foodcont.2024.110886

To establish a rapid and simple method for predicting the content of key non-volatile compounds in rosemary, compounds from rosemary were analyzed using an electronic nose (E-nose) with 18 sensors (S1-S18), headspace solid phase microextraction combined with gas chromatography-mass spectrometry (HS-SPME-GC-MS), and liquid chromatography-mass spectrometry (LC-MS). The data were analyzed by cluster analysis, principal component analysis (PCA). A total of 161 volatile compounds were detected using GC-MS, including 40 alcohols, 2 aromatic hydrocarbons, 5 phenolic compounds, 2 furan compounds, 1 sulfur compound, 6 ethers, 6 aldehydes, 2 acids, 5 terpene, 19 ketones, 16 esters, and 57 other compounds. The content of caffeic acid, nepetin, luteolin, apigenin, diosmetin, rosmarinic acid, carnosic acid, and rosmanol in rosemary samples was determined using LC-MS. The odor profile of rosemary was analyzed using the E-nose. The PCA indicated using the E-nose for discriminating the quality of rosemary was feasible. Meanwhile, the partial least squares (PLS) and artificial neural networks (ANN) model for predicting the content of key non-volatile compounds in rosemary was established using E-nose. In comparison with the PLS model, the constructed ANN model possessed greater predictive capability. Predicting the content of non-odors from rosemary using odor detector was feasible. This provides a basis for the rapid detection method for rosemary using an E-nose.

为了建立一种预测迷迭香中主要非挥发性化合物含量的快速而简单的方法,研究人员使用带有 18 个传感器(S1-S18)的电子鼻(E-nose)、顶空固相微萃取结合气相色谱-质谱联用仪(HS-SPME-GC-MS)和液相色谱-质谱联用仪(LC-MS)对迷迭香中的化合物进行了分析。对数据进行了聚类分析和主成分分析。气相色谱-质谱法共检测到 161 种挥发性化合物,包括 40 种醇、2 种芳香烃、5 种酚类化合物、2 种呋喃化合物、1 种硫化合物、6 种醚、6 种醛、2 种酸、5 种萜烯、19 种酮、16 种酯和 57 种其他化合物。使用 LC-MS 测定了迷迭香样品中的咖啡酸、山奈苷、叶黄素、芹菜素、二曙红素、迷迭香酸、肉豆蔻酸和迷迭香醇的含量。使用电子鼻分析了迷迭香的气味特征。PCA 结果表明,使用电子鼻来鉴别迷迭香的品质是可行的。同时,利用电子鼻建立了预测迷迭香中主要非挥发性化合物含量的偏最小二乘法(PLS)和人工神经网络(ANN)模型。与 PLS 模型相比,所构建的 ANN 模型具有更强的预测能力。使用气味检测器预测迷迭香中的非气味含量是可行的。这为使用电子鼻快速检测迷迭香提供了依据。
{"title":"Faster predicting the content of key non-volatile compound in rosemary using electronic nose with multivariate algorithms","authors":"","doi":"10.1016/j.foodcont.2024.110886","DOIUrl":"10.1016/j.foodcont.2024.110886","url":null,"abstract":"<div><p>To establish a rapid and simple method for predicting the content of key non-volatile compounds in rosemary, compounds from rosemary were analyzed using an electronic nose (E-nose) with 18 sensors (S1-S18), headspace solid phase microextraction combined with gas chromatography-mass spectrometry (HS-SPME-GC-MS), and liquid chromatography-mass spectrometry (LC-MS). The data were analyzed by cluster analysis, principal component analysis (PCA). A total of 161 volatile compounds were detected using GC-MS, including 40 alcohols, 2 aromatic hydrocarbons, 5 phenolic compounds, 2 furan compounds, 1 sulfur compound, 6 ethers, 6 aldehydes, 2 acids, 5 terpene, 19 ketones, 16 esters, and 57 other compounds. The content of caffeic acid, nepetin, luteolin, apigenin, diosmetin, rosmarinic acid, carnosic acid, and rosmanol in rosemary samples was determined using LC-MS. The odor profile of rosemary was analyzed using the E-nose. The PCA indicated using the E-nose for discriminating the quality of rosemary was feasible. Meanwhile, the partial least squares (PLS) and artificial neural networks (ANN) model for predicting the content of key non-volatile compounds in rosemary was established using E-nose. In comparison with the PLS model, the constructed ANN model possessed greater predictive capability. Predicting the content of non-odors from rosemary using odor detector was feasible. This provides a basis for the rapid detection method for rosemary using an E-nose.</p></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142274211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rapid identification of white tea based on colorimetric indicator displacement assay (IDA) sensor array 基于比色指示剂位移测定(IDA)传感器阵列的白茶快速鉴定方法
IF 5.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-16 DOI: 10.1016/j.foodcont.2024.110884

The identification of white tea mainly relies on sensory evaluation and mass spectrometry methods, which have drawbacks such as strong subjectivity and complex analysis. Thus, this study established a novel approach based on colorimetric indicator displacement assay (IDA) sensor to achieve rapid and accurate white tea identification. Cost-effective dyes and phenylboronic acids with different substituents were selected as the indicator and receptor, respectively. A color-signal-responsive IDA sensor array was constructed to enable the rapid and sensitive identification of white tea. Additionally, three supervised pattern recognition algorithms were utilized to process image data. The results demonstrate that combining the IDA sensor with the random forest algorithm accurately differentiates white tea samples by origin and type, achieving a 100% recognition accuracy in both training set (n = 84) and prediction set (n = 56) when ntree = 1000. This work offers an economical and efficient method for the rapid identification of white tea products.

白茶的鉴别主要依靠感官评价和质谱方法,存在主观性强、分析复杂等缺点。因此,本研究建立了一种基于比色指示剂位移测定(IDA)传感器的新方法,以实现快速准确的白茶鉴别。本研究选择了性价比高的染料和不同取代基的苯硼酸分别作为指示剂和受体。构建了一个颜色信号响应的 IDA 传感器阵列,以实现对白茶的快速灵敏识别。此外,还使用了三种监督模式识别算法来处理图像数据。结果表明,将 IDA 传感器与随机森林算法相结合,能准确区分白茶样品的产地和类型,当 ntree = 1000 时,训练集(n = 84)和预测集(n = 56)的识别准确率均达到 100%。这项工作为快速识别白茶产品提供了一种经济高效的方法。
{"title":"Rapid identification of white tea based on colorimetric indicator displacement assay (IDA) sensor array","authors":"","doi":"10.1016/j.foodcont.2024.110884","DOIUrl":"10.1016/j.foodcont.2024.110884","url":null,"abstract":"<div><p>The identification of white tea mainly relies on sensory evaluation and mass spectrometry methods, which have drawbacks such as strong subjectivity and complex analysis. Thus, this study established a novel approach based on colorimetric indicator displacement assay (IDA) sensor to achieve rapid and accurate white tea identification. Cost-effective dyes and phenylboronic acids with different substituents were selected as the indicator and receptor, respectively. A color-signal-responsive IDA sensor array was constructed to enable the rapid and sensitive identification of white tea. Additionally, three supervised pattern recognition algorithms were utilized to process image data. The results demonstrate that combining the IDA sensor with the random forest algorithm accurately differentiates white tea samples by origin and type, achieving a 100% recognition accuracy in both training set (n = 84) and prediction set (n = 56) when ntree = 1000. This work offers an economical and efficient method for the rapid identification of white tea products.</p></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of selenium-enriched deactivated probiotic yeast efficiency in patulin detoxification in apple juice 富硒失活益生菌酵母对苹果汁中棒曲霉素解毒作用的评估
IF 5.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-14 DOI: 10.1016/j.foodcont.2024.110880

Patulin (PAT) contamination in fruits, particularly apples and their products, poses a significant health hazard. This research aimed to eliminate PAT from simulated juice solution and actual apple juice using live and ultrasonically deactivated (D) probiotic yeasts, specifically Saccharomyces cerevisiae (S.c) and Saccharomyces boulardii (S.b) yeasts enriched with selenium (Se). The Se-enriched yeasts were analyzed using various techniques including Fourier transform infrared spectrometer (FT-IR), energy-dispersive X-ray analysis (EDX), scanning electron microscopy (SEM), and Inductively coupled plasma–optical emission spectroscopy (ICP-OES). The study assessed the effects of yeast type, contact time (2–18 h), ultrasound treatment, and initial concentration of PAT (50–150 μg.L−1) on PAT adsorption. The most effective treatment involved the Se-S.b-D yeast strain, with an initial PAT concentration of 50 μg.L−1 for 10 h, exhibiting notable toxin removal percentages in both the apple juice simulator (98.27% reduction equivalent to 49.135 μg.L−1) and real apple juice (87.19%). The detoxification outcomes were consistent with pseudo-second-order kinetic and Langmuir isotherm models, indicating that Se-S.b-D is a biocompatible and low-cost strain with high efficiency to remove PAT in aqueous solutions.

水果(尤其是苹果及其制品)中的棒曲霉素(PAT)污染严重危害人们的健康。这项研究旨在利用活的和超声灭活(D)的益生菌酵母,特别是富含硒(Se)的酿酒酵母(S.c)和布拉氏酵母(S.b),消除模拟果汁溶液和实际苹果汁中的棒曲霉素。富含硒的酵母采用了多种技术进行分析,包括傅立叶变换红外光谱仪(FT-IR)、能量色散 X 射线分析(EDX)、扫描电子显微镜(SEM)和电感耦合等离子体光学发射光谱(ICP-OES)。研究评估了酵母类型、接触时间(2-18 小时)、超声处理和 PAT 初始浓度(50-150 μg.L-1)对 PAT 吸附的影响。Se-S.b-D酵母菌株是最有效的处理方法,PAT初始浓度为50 μg.L-1,接触时间为10小时,在苹果汁模拟器(相当于49.135 μg.L-1,减少98.27%)和实际苹果汁(87.19%)中都显示出显著的毒素去除率。解毒结果与假二阶动力学模型和朗缪尔等温线模型一致,表明 Se-S.b-D 是一种生物相容性好、成本低的菌株,能高效去除水溶液中的 PAT。
{"title":"Assessment of selenium-enriched deactivated probiotic yeast efficiency in patulin detoxification in apple juice","authors":"","doi":"10.1016/j.foodcont.2024.110880","DOIUrl":"10.1016/j.foodcont.2024.110880","url":null,"abstract":"<div><p>Patulin (PAT) contamination in fruits, particularly apples and their products, poses a significant health hazard. This research aimed to eliminate PAT from simulated juice solution and actual apple juice using live and ultrasonically deactivated (D) probiotic yeasts, specifically <em>Saccharomyces cerevisiae</em> (<em>S.c</em>) and <em>Saccharomyces boulardii</em> (<em>S.b</em>) yeasts enriched with selenium (Se). The Se-enriched yeasts were analyzed using various techniques including Fourier transform infrared spectrometer (FT-IR), energy-dispersive X-ray analysis (EDX), scanning electron microscopy (SEM), and Inductively coupled plasma–optical emission spectroscopy (ICP-OES). The study assessed the effects of yeast type, contact time (2–18 h), ultrasound treatment, and initial concentration of PAT (50–150 μg.L<sup>−1</sup>) on PAT adsorption. The most effective treatment involved the Se-<em>S.b</em>-D yeast strain, with an initial PAT concentration of 50 μg.L<sup>−1</sup> for 10 h, exhibiting notable toxin removal percentages in both the apple juice simulator (98.27% reduction equivalent to 49.135 μg.L<sup>−1</sup>) and real apple juice (87.19%). The detoxification outcomes were consistent with pseudo-second-order kinetic and Langmuir isotherm models, indicating that Se-<em>S.b</em>-D is a biocompatible and low-cost strain with high efficiency to remove PAT in aqueous solutions.</p></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Online detection of moldy apple core based on diameter and SSC features 基于直径和 SSC 特征的霉变苹果核在线检测
IF 5.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-14 DOI: 10.1016/j.foodcont.2024.110879

Moldy core is a common internal disease in apples, with current visible/near-infrared (Vis/NIR) spectroscopy-based detection methods often suffering from inaccuracies due to variations in fruit diameter and soluble solids content (SSC). To address this issue, an online detection system was developed that integrates spectral corrections for both diameter and SSC information. The spectra were first corrected using a hyperbolic sine function based on fruit diameter, followed by a second correction utilizing the spectral features of SSC through the Variational Mode Decomposition (VMD) algorithm. This two-step correction process effectively mitigated the influence of diameter and SSC variations on the spectral data. A Partial Least Squares Discriminant Analysis (PLS-DA) model was subsequently constructed using the corrected spectra and moldy core labels. Compared to the uncorrected model, the improved model exhibited substantial enhancements in accuracy, recall, and precision, achieving 94.44%, 92.59%, and 96.15%, respectively. Additionally, online validation with independent samples demonstrated an accuracy of 88.33%, highlighting the system's stability and robustness for efficient online detection of apple moldy core.

霉核是苹果中常见的一种内部病害,目前基于可见/近红外(Vis/NIR)光谱的检测方法往往因果实直径和可溶性固形物含量(SSC)的变化而存在误差。为解决这一问题,我们开发了一种在线检测系统,该系统整合了直径和 SSC 信息的光谱校正。首先使用基于果实直径的双曲正弦函数对光谱进行校正,然后通过变异模式分解(VMD)算法利用 SSC 的光谱特征进行第二次校正。这两步校正过程有效地减轻了直径和 SSC 变化对光谱数据的影响。随后,利用校正后的光谱和霉核标签构建了一个偏最小二乘法判别分析(PLS-DA)模型。与未经校正的模型相比,改进后的模型在准确度、召回率和精确度方面都有大幅提高,分别达到 94.44%、92.59% 和 96.15%。此外,使用独立样本进行的在线验证显示准确率为 88.33%,这突出表明了该系统在高效在线检测苹果霉核方面的稳定性和鲁棒性。
{"title":"Online detection of moldy apple core based on diameter and SSC features","authors":"","doi":"10.1016/j.foodcont.2024.110879","DOIUrl":"10.1016/j.foodcont.2024.110879","url":null,"abstract":"<div><p>Moldy core is a common internal disease in apples, with current visible/near-infrared (Vis/NIR) spectroscopy-based detection methods often suffering from inaccuracies due to variations in fruit diameter and soluble solids content (SSC). To address this issue, an online detection system was developed that integrates spectral corrections for both diameter and SSC information. The spectra were first corrected using a hyperbolic sine function based on fruit diameter, followed by a second correction utilizing the spectral features of SSC through the Variational Mode Decomposition (VMD) algorithm. This two-step correction process effectively mitigated the influence of diameter and SSC variations on the spectral data. A Partial Least Squares Discriminant Analysis (PLS-DA) model was subsequently constructed using the corrected spectra and moldy core labels. Compared to the uncorrected model, the improved model exhibited substantial enhancements in accuracy, recall, and precision, achieving 94.44%, 92.59%, and 96.15%, respectively. Additionally, online validation with independent samples demonstrated an accuracy of 88.33%, highlighting the system's stability and robustness for efficient online detection of apple moldy core.</p></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intelligent clean-in-place (CIP) system in beverage (healthy water) cleaner production 饮料(健康水)净化器生产中的智能就地清洁 (CIP) 系统
IF 5.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-14 DOI: 10.1016/j.foodcont.2024.110877

In food and beverage production, maintaining cleanliness is paramount, despite the emphasis placed on it, food safety incidents due to incomplete CIP still occur frequently. This study used the cleaner production of a beverage (healthy water) as a model. An intelligent CIP system employs advanced technologies such as automation, big data, and digital twin to standardize CIP-related data through modeling. Comprehensive management of the CIP process at all levels—from operators to supervisors and managers—is achieved through access control. The digital twin system ensures effective CIP execution by comparing real-time data from automated operations with standard model data. Full traceability and post-event review of CIP activities are realized through CIP order management, while big data analysis quickly identifies problem areas for continuous improvement. This approach ensures the entire CIP process is error-free, fully transparent, traceable, continuously optimized, and conducive to cleaner production.

在食品和饮料生产过程中,保持清洁是最重要的,但尽管如此,由于 CIP 不完整而导致的食品安全事故仍时有发生。本研究以饮料(健康水)的清洁生产为模型。智能 CIP 系统采用自动化、大数据和数字孪生等先进技术,通过建模实现 CIP 相关数据的标准化。通过访问控制,实现对从操作员到主管和经理的各级 CIP 流程的全面管理。数字孪生系统通过将自动化操作的实时数据与标准模型数据进行比较,确保有效执行 CIP。通过 CIP 订单管理,实现了 CIP 活动的全面可追溯性和事后审查,而大数据分析则可快速发现问题所在,从而进行持续改进。这种方法可确保整个 CIP 流程无差错、完全透明、可追溯、持续优化,并有利于清洁生产。
{"title":"Intelligent clean-in-place (CIP) system in beverage (healthy water) cleaner production","authors":"","doi":"10.1016/j.foodcont.2024.110877","DOIUrl":"10.1016/j.foodcont.2024.110877","url":null,"abstract":"<div><p>In food and beverage production, maintaining cleanliness is paramount, despite the emphasis placed on it, food safety incidents due to incomplete CIP still occur frequently. This study used the cleaner production of a beverage (healthy water) as a model. An intelligent CIP system employs advanced technologies such as automation, big data, and digital twin to standardize CIP-related data through modeling. Comprehensive management of the CIP process at all levels—from operators to supervisors and managers—is achieved through access control. The digital twin system ensures effective CIP execution by comparing real-time data from automated operations with standard model data. Full traceability and post-event review of CIP activities are realized through CIP order management, while big data analysis quickly identifies problem areas for continuous improvement. This approach ensures the entire CIP process is error-free, fully transparent, traceable, continuously optimized, and conducive to cleaner production.</p></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DNA template triggered copper nanoparticles generation coupled with hybridization chain reaction amplification for simultaneous detection of three mycotoxins in food samples DNA 模板触发的纳米铜粒子生成与杂交链反应扩增相结合,用于同时检测食品样品中的三种霉菌毒素
IF 5.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1016/j.foodcont.2024.110871

The co-occurrence of various mycotoxins in food, resulting from fungal infections, can lead to increased toxicity and enhanced harm through synergistic effects. In this work, a fluorescent assay was developed for simultaneous detection of zearalenone (ZEN), ochratoxin A (OTA) and aflatoxin B1 (AFB1) to address the issue of multiple mycotoxins co-contamination. Specific DNA hairpin-based aptamers were employed to recognize the mycotoxins and form a double-stranded DNA structure. Exonuclease III was introduced for the DNA cleavage, releasing single-stranded DNA triggers that could activate the assembling of DNA quadrilateral template. Copper nanoparticles were generated on the frame of DNA quadruplex template and produced fluorescent detection signals, while two hybridization chain reactions occurring on the different branches of the template and provided two additional detection signals. Inadequately reacted DNA chains were efficiently adsorbed and eliminated by Fe3O4@graphene oxide through magnetic separation. The limits of detection and linear ranges for ZEN, AFB1 and OTA were determined as 0.008 ng/mL, 0.003 ng/mL, 0.006 ng/mL and 0.010–100.000 ng/mL, 0.010–100.000 ng/mL, 0.010–50.000 ng/mL, respectively. Moreover, successful verification for real samples yielded recoveries from 99.2% to 102.7%, with a relative standard deviation of <5.23%. Artificially prepared toxic fungus infected samples were also analyzed. This method has demonstrated practical implications for the monitoring of food contaminants.

真菌感染导致食品中多种霉菌毒素同时出现,会通过协同效应增加毒性和危害。这项研究开发了一种同时检测玉米赤霉烯酮(ZEN)、赭曲霉毒素 A(OTA)和黄曲霉毒素 B1(AFB1)的荧光检测方法,以解决多种霉菌毒素共污染的问题。采用基于 DNA 发夹的特异性适配体来识别霉菌毒素,并形成双链 DNA 结构。引入外切酶 III 进行 DNA 切割,释放出单链 DNA 触发器,从而激活 DNA 四边形模板的组装。在 DNA 四边形模板的框架上生成了纳米铜粒子,并产生了荧光检测信号,同时在模板的不同分支上发生了两个杂交链反应,并提供了两个额外的检测信号。反应不充分的 DNA 链被 Fe3O4@ 氧化石墨烯有效吸附,并通过磁分离消除。ZEN、AFB1和OTA的检测限和线性范围分别为0.008 ng/mL、0.003 ng/mL、0.006 ng/mL和0.010-100.000 ng/mL、0.010-100.000 ng/mL、0.010-50.000 ng/mL。此外,对真实样品的成功验证使回收率达到 99.2% 至 102.7%,相对标准偏差为 5.23%。此外,还对人工制备的有毒真菌感染样本进行了分析。该方法对食品污染物的监测具有实际意义。
{"title":"DNA template triggered copper nanoparticles generation coupled with hybridization chain reaction amplification for simultaneous detection of three mycotoxins in food samples","authors":"","doi":"10.1016/j.foodcont.2024.110871","DOIUrl":"10.1016/j.foodcont.2024.110871","url":null,"abstract":"<div><p>The co-occurrence of various mycotoxins in food, resulting from fungal infections, can lead to increased toxicity and enhanced harm through synergistic effects. In this work, a fluorescent assay was developed for simultaneous detection of zearalenone (ZEN), ochratoxin A (OTA) and aflatoxin B1 (AFB<sub>1</sub>) to address the issue of multiple mycotoxins co-contamination. Specific DNA hairpin-based aptamers were employed to recognize the mycotoxins and form a double-stranded DNA structure. Exonuclease III was introduced for the DNA cleavage, releasing single-stranded DNA triggers that could activate the assembling of DNA quadrilateral template. Copper nanoparticles were generated on the frame of DNA quadruplex template and produced fluorescent detection signals, while two hybridization chain reactions occurring on the different branches of the template and provided two additional detection signals. Inadequately reacted DNA chains were efficiently adsorbed and eliminated by Fe<sub>3</sub>O<sub>4</sub>@graphene oxide through magnetic separation. The limits of detection and linear ranges for ZEN, AFB<sub>1</sub> and OTA were determined as 0.008 ng/mL, 0.003 ng/mL, 0.006 ng/mL and 0.010–100.000 ng/mL, 0.010–100.000 ng/mL, 0.010–50.000 ng/mL, respectively. Moreover, successful verification for real samples yielded recoveries from 99.2% to 102.7%, with a relative standard deviation of &lt;5.23%. Artificially prepared toxic fungus infected samples were also analyzed. This method has demonstrated practical implications for the monitoring of food contaminants.</p></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recent insights on microfluidics applications for food quality and safety analysis: A comprehensive review 微流控技术应用于食品质量与安全分析的最新见解:全面综述
IF 5.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-13 DOI: 10.1016/j.foodcont.2024.110869

Microfluidics has emerged as a potentially valuable technique in food analysis. The major benefits include miniaturization, automation, quick throughput, and reduced sample and reagent volumes. The miniaturization of food processing systems enabled by microfluidics can lead to reduced energy consumption, improved food safety, and lower waste outputs. In microfluidic devices, sensors and actuators are frequently utilized to visualize and control pertinent factors. Microfluidics could have a significant impact in pathogen identification, allergen testing, quality control, flavor analysis, safety monitoring, adulteration detection, and sensory analysis. Microfluidic devices enable rapid separation and identification of volatile components by gas chromatography. By detecting and measuring features like pH, temperature, and the substances present in food samples, microfluidic sensors can monitor and optimize the quality of food production. Microfluidics simulations can be used to study the sensory analysis of food by investigating the interaction of food ingredients with taste receptors in microfluidic channels that mimic the oral cavity. This review paper outlines current status of microfluidic technologies in food processing and discusses the potential applications and challenges in the maintaining the food quality.

微流控技术已成为食品分析领域一项具有潜在价值的技术。其主要优势包括微型化、自动化、快速处理以及减少样品和试剂用量。微流控技术实现了食品加工系统的微型化,可降低能耗、提高食品安全和减少废物产出。在微流体设备中,传感器和执行器经常被用来可视化和控制相关因素。微流控技术可在病原体识别、过敏原检测、质量控制、风味分析、安全监控、掺假检测和感官分析等方面产生重大影响。微流控设备可通过气相色谱法快速分离和识别挥发性成分。通过检测和测量食品样品中的 pH 值、温度和所含物质等特征,微流控传感器可以监控和优化食品生产的质量。微流控模拟可用于研究食品的感官分析,方法是在模拟口腔的微流控通道中研究食品成分与味觉受体的相互作用。本综述概述了微流控技术在食品加工中的应用现状,并讨论了在保持食品质量方面的潜在应用和挑战。
{"title":"Recent insights on microfluidics applications for food quality and safety analysis: A comprehensive review","authors":"","doi":"10.1016/j.foodcont.2024.110869","DOIUrl":"10.1016/j.foodcont.2024.110869","url":null,"abstract":"<div><p>Microfluidics has emerged as a potentially valuable technique in food analysis. The major benefits include miniaturization, automation, quick throughput, and reduced sample and reagent volumes. The miniaturization of food processing systems enabled by microfluidics can lead to reduced energy consumption, improved food safety, and lower waste outputs. In microfluidic devices, sensors and actuators are frequently utilized to visualize and control pertinent factors. Microfluidics could have a significant impact in pathogen identification, allergen testing, quality control, flavor analysis, safety monitoring, adulteration detection, and sensory analysis. Microfluidic devices enable rapid separation and identification of volatile components by gas chromatography. By detecting and measuring features like pH, temperature, and the substances present in food samples, microfluidic sensors can monitor and optimize the quality of food production. Microfluidics simulations can be used to study the sensory analysis of food by investigating the interaction of food ingredients with taste receptors in microfluidic channels that mimic the oral cavity. This review paper outlines current status of microfluidic technologies in food processing and discusses the potential applications and challenges in the maintaining the food quality.</p></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unravelling red deer (Cervus elaphus) meat adulteration in gourmet foods by quantitative real-time PCR 通过实时定量 PCR 技术揭示美食中的鹿肉掺假问题
IF 5.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-12 DOI: 10.1016/j.foodcont.2024.110872

Red deer (Cervus elaphus) meat is highly regarded as an exclusive gourmet food due to its sensory quality, nutritional value and premium price, thus being susceptible to adulteration practices by its substitution with inferior meat species. This study proposes a novel real-time PCR method targeting the troponin I gene for detecting and quantifying red deer meat in processed food products. The assay showed acceptable performance parameters, achieving absolute and relative limits of quantification of 0.01 ng of DNA and 0.5% (w/w) of red deer meat in both raw and thermally processed pâté. The assay parameters, using raw and autoclaved reference mixtures, regarding PCR efficiency (89.3% and 100.0%, respectively), slope of the calibration curve (−3.6067 and −3.3224, respectively) and R2 (0.9889 and 0.9893, respectively) highlight the high performance of the calibration models for the determination of red deer meat. The method was successfully validated using blind mixtures and applied to 46 commercial meat products from Poland, Portugal and Spain. Data suggested the adulteration of 48% of the samples by the total or partial substitution of red deer species and the suitability of the method for the routine testing of game meat products in quality control laboratories.

红鹿(Cervus elaphus)肉因其感官质量、营养价值和高昂的价格而被视为独一无二的美食,因此很容易被掺入劣质肉类。本研究提出了一种针对肌钙蛋白 I 基因的新型实时 PCR 方法,用于检测和量化加工食品中的鹿肉。检测结果表明,该方法的性能参数可以接受,其绝对和相对定量限分别为 0.01 纳克 DNA 和 0.5%(重量百分比)的生鲜和热加工肉酱中的红鹿肉。使用生的和高压灭菌的参比混合物进行检测,PCR效率(分别为89.3%和100.0%)、校准曲线斜率(分别为-3.6067和-3.3224)和R2(分别为0.9889和0.9893)等参数突出表明了校准模型在测定鹿肉中的高性能。使用盲混合物成功验证了该方法,并将其应用于波兰、葡萄牙和西班牙的 46 种商品肉制品。数据表明,48%的样品掺杂了全部或部分红鹿品种,该方法适用于质量控制实验室对野味肉制品的常规检测。
{"title":"Unravelling red deer (Cervus elaphus) meat adulteration in gourmet foods by quantitative real-time PCR","authors":"","doi":"10.1016/j.foodcont.2024.110872","DOIUrl":"10.1016/j.foodcont.2024.110872","url":null,"abstract":"<div><p>Red deer (<em>Cervus elaphus</em>) meat is highly regarded as an exclusive gourmet food due to its sensory quality, nutritional value and premium price, thus being susceptible to adulteration practices by its substitution with inferior meat species. This study proposes a novel real-time PCR method targeting the troponin I gene for detecting and quantifying red deer meat in processed food products. The assay showed acceptable performance parameters, achieving absolute and relative limits of quantification of 0.01 ng of DNA and 0.5% (w/w) of red deer meat in both raw and thermally processed pâté. The assay parameters, using raw and autoclaved reference mixtures, regarding PCR efficiency (89.3% and 100.0%, respectively), slope of the calibration curve (−3.6067 and −3.3224, respectively) and <em>R</em><sup><em>2</em></sup> (0.9889 and 0.9893, respectively) highlight the high performance of the calibration models for the determination of red deer meat. The method was successfully validated using blind mixtures and applied to 46 commercial meat products from Poland, Portugal and Spain. Data suggested the adulteration of 48% of the samples by the total or partial substitution of red deer species and the suitability of the method for the routine testing of game meat products in quality control laboratories.</p></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0956713524005899/pdfft?md5=0153f6b531792dfbed9dec2edd20056f&pid=1-s2.0-S0956713524005899-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Insights into the correlation between bacterial community succession and dynamics of biogenic amines during three types of sufu fermentation 洞察三种酵母发酵过程中细菌群落演替与生物胺动态之间的相关性
IF 5.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-11 DOI: 10.1016/j.foodcont.2024.110870

The high protein content in sufu provides a substrate for microorganisms to produce biogenic amines (BAs), thereby posing a potential risk to food safety. The aim of this study was to identify the main BAs produced by different types of sufu (red, white and grey sufu) and investigate the relationship between bacterial diversity and BA production using high-throughput sequencing. The results revealed significant differences in the total BA content of the three types of sufu at the post-fermentation stage, with grey sufu exhibiting the highest total BA content (ranging from 6389.00 mg/kg to 7255.49 mg/kg). The main BAs found in all three types of sufu were tyramine, putrescine and cadaverine. Enterococcus genus produced high levels of tyramine and phenylethylamine in all three types of sufu. The predominant cadaverine-producing bacteria in red sufu was Enterobacter genus, whereas Klebsiella pneumoniae was the primary producer of cadaverine in white and grey sufu. Putrescine was primarily associated with the Bacillus and Enterobacter genera in red and grey sufu. Acinetobacter, Enterococcus and Enterobacter were the common dominant genera during the post-fermentation stage of the three kinds of sufu, which were positively correlated with the production of various BAs. These findings will help to understand the mechanism of BAs production by bacterial communities in different types of sufu to ensure safe production.

豆腐中的高蛋白含量为微生物产生生物胺(BAs)提供了基质,从而对食品安全构成潜在风险。本研究旨在确定不同类型的豆腐(红豆腐、白豆腐和灰豆腐)产生的主要生物胺,并利用高通量测序技术研究细菌多样性与生物胺产生之间的关系。结果显示,三种豆腐在后发酵阶段的 BA 总含量存在明显差异,其中灰色豆腐的 BA 总含量最高(从 6389.00 毫克/千克到 7255.49 毫克/千克不等)。在所有三种豆腐中发现的主要生物碱是酪胺、腐胺和尸胺。在所有三种猪粪中,肠球菌属都能产生大量的酪胺和苯乙胺。红色豆腐中主要产生尸胺的细菌是肠球菌属,而白色和灰色豆腐中主要产生尸胺的细菌是肺炎克雷伯菌。红色和灰色粪便中的腐胺主要与芽孢杆菌属和肠杆菌属有关。在三种豆腐的后发酵阶段,醋杆菌、肠球菌和肠杆菌是常见的优势菌属,它们与各种生物碱的产生呈正相关。这些发现将有助于了解不同类型的豆腐中细菌群落产生 BAs 的机制,从而确保豆腐的安全生产。
{"title":"Insights into the correlation between bacterial community succession and dynamics of biogenic amines during three types of sufu fermentation","authors":"","doi":"10.1016/j.foodcont.2024.110870","DOIUrl":"10.1016/j.foodcont.2024.110870","url":null,"abstract":"<div><p>The high protein content in sufu provides a substrate for microorganisms to produce biogenic amines (BAs), thereby posing a potential risk to food safety. The aim of this study was to identify the main BAs produced by different types of sufu (red, white and grey sufu) and investigate the relationship between bacterial diversity and BA production using high-throughput sequencing. The results revealed significant differences in the total BA content of the three types of sufu at the post-fermentation stage, with grey sufu exhibiting the highest total BA content (ranging from 6389.00 mg/kg to 7255.49 mg/kg). The main BAs found in all three types of sufu were tyramine, putrescine and cadaverine. <em>Enterococcus</em> genus produced high levels of tyramine and phenylethylamine in all three types of sufu. The predominant cadaverine-producing bacteria in red sufu was <em>Enterobacter</em> genus, whereas <em>Klebsiella pneumoniae</em> was the primary producer of cadaverine in white and grey sufu. Putrescine was primarily associated with the <em>Bacillus</em> and <em>Enterobacter</em> genera in red and grey sufu. <em>Acinetobacter</em>, <em>Enterococcus</em> and <em>Enterobacter</em> were the common dominant genera during the post-fermentation stage of the three kinds of sufu, which were positively correlated with the production of various BAs. These findings will help to understand the mechanism of BAs production by bacterial communities in different types of sufu to ensure safe production.</p></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142242178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Para-coumaric acid and cinnamic acid enhance resistance of Agaricus bisporus mushrooms to Brown blotch disease caused by Pseudomonas tolaasii 对香豆酸和肉桂酸增强双孢蘑菇对托拉氏假单胞菌引起的褐斑病的抗性
IF 5.6 1区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY Pub Date : 2024-09-10 DOI: 10.1016/j.foodcont.2024.110859

The effects of postharvest pre-treatments with para-coumaric acid (PCA) and cinnamic acid (CA) against brown blotch disease in Agaricus bisporus mushrooms caused by Pseudomonas tolaasii were investigated. PCA and CA at the concentration of 300 mg L−1 provided the highest inhibition ratio of 28.9% and 20.9%, respectively, on the in vitro growth of P. tolaasii. In addition, PCA and CA pre-treatments dramatically reduced the P. tolaasii-caused brown blotch disease in postharvest A. bisporus. Biochemical analysis revealed that PCA and CA inhibited P. tolaasii-induced activation of polyphenol oxidase and melanin production, increased activities of β-N-acetylglucosaminidase, β-1,3-glucanase and chitinase, promoted phenylpropanoid biosynthetic enzyme activities and metabolite production, enhanced antioxidant enzyme activities, and decreased malondialdehyde content in A. bisporus mushrooms. Collectively, these results demonstrated that PCA and CA can induce resistance to postharvest brown blotch disease in A. bisporus mushrooms, and have good prospects for disease control in edible mushrooms.

研究了用对位香豆酸(PCA)和肉桂酸(CA)进行采后预处理对由双孢蘑菇褐斑病假单胞菌(Pseudomonas tolaasii)引起的双孢蘑菇褐斑病的影响。浓度为 300 mg L-1 的 PCA 和 CA 对假单胞菌体外生长的抑制率最高,分别为 28.9% 和 20.9%。此外,PCA 和 CA 的预处理还能显著减少采后双孢蘑菇中由 P. tolaasii 引起的褐斑病。生化分析表明,PCA 和 CA 可抑制 P. tolaasi 诱导的多酚氧化酶活化和黑色素生成,提高β-N-乙酰葡糖苷酶、β-1,3-葡聚糖酶和几丁质酶的活性,促进双孢蘑菇中的苯丙类生物合成酶活性和代谢产物生成,提高抗氧化酶活性,降低丙二醛含量。这些结果表明,PCA 和 CA 能诱导双孢蘑菇对采后褐斑病的抗性,在食用菌病害防治方面具有良好的应用前景。
{"title":"Para-coumaric acid and cinnamic acid enhance resistance of Agaricus bisporus mushrooms to Brown blotch disease caused by Pseudomonas tolaasii","authors":"","doi":"10.1016/j.foodcont.2024.110859","DOIUrl":"10.1016/j.foodcont.2024.110859","url":null,"abstract":"<div><p>The effects of postharvest pre-treatments with para-coumaric acid (PCA) and cinnamic acid (CA) against brown blotch disease in <em>Agaricus bisporus</em> mushrooms caused by <em>Pseudomonas tolaasii</em> were investigated. PCA and CA at the concentration of 300 mg L<sup>−1</sup> provided the highest inhibition ratio of 28.9% and 20.9%, respectively, on the <em>in vitro</em> growth of <em>P. tolaasii</em>. In addition, PCA and CA pre-treatments dramatically reduced the <em>P. tolaasii</em>-caused brown blotch disease in postharvest <em>A. bisporus</em>. Biochemical analysis revealed that PCA and CA inhibited <em>P. tolaasii</em>-induced activation of polyphenol oxidase and melanin production, increased activities of β-N-acetylglucosaminidase, β-1,3-glucanase and chitinase, promoted phenylpropanoid biosynthetic enzyme activities and metabolite production, enhanced antioxidant enzyme activities, and decreased malondialdehyde content in <em>A. bisporus</em> mushrooms. Collectively, these results demonstrated that PCA and CA can induce resistance to postharvest brown blotch disease in <em>A. bisporus</em> mushrooms, and have good prospects for disease control in edible mushrooms.</p></div>","PeriodicalId":319,"journal":{"name":"Food Control","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142168577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Food Control
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
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
×
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
×
提示
确定
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