Drug residues

药物残留
  • 文章类型: Journal Article
    背景:林可霉素(LIN)广泛用于治疗牲畜疾病和促进食用动物养殖的生长,它经常出现在环境和食品中。目前,大多数检测林可霉素的方法要么缺乏灵敏度和精度,要么需要使用昂贵的设备,如质谱仪。
    结果:在这项研究中,我们开发了一种可靠的高效液相色谱-紫外检测(HPLC-UVD)方法,并将其用于检测11种基质中的LIN残留(猪肝和肌肉;鸡肾和肝脏;牛脂肪,肝脏和牛奶;山羊肌肉,肝脏和牛奶;和鸡蛋)第一次。通过液-液萃取提取组织匀浆和液体样品,随后通过吸附剂和固相萃取(SPE)纯化和富集。氮气干燥后,产物在室温下用对甲苯磺酰基异氰酸(PTSI)(100微升)衍生30分钟。最后,通过HPLC在227nm处分析衍生化产物。在优化条件下,该方法表现出了令人印象深刻的性能,证明了其可靠性和实用性,每个基质中LIN的检测限(LOD)和定量限(LOQ)为25-40μg/kg和40-60μg/kg,分别。回收率为71.11%~98.30%。
    结论:结果表明,该方法具有很好的选择性,高灵敏度,令人满意的回收率和成本效益-满足药物残留标准和实际检测要求-并被证明在检测动物源性食品中的LIN领域具有广泛的适用性。
    BACKGROUND: Lincomycin (LIN) is extensively used for treating diseases in livestock and promoting growth in food animal farming, and it is frequently found in both the environment and in food products. Currently, most of the methods for detecting lincomycin either lack sensitivity and precision or require the use of costly equipment such as mass spectrometers.
    RESULTS: In this study, we developed a reliable high-performance liquid chromatography-ultraviolet detection (HPLC-UVD) method and used it to detect LIN residue in 11 types of matrices (pig liver and muscle; chicken kidney and liver; cow fat, liver and milk; goat muscle, liver and milk; and eggs) for the first time. The tissue homogenates and liquid samples were extracted via liquid-liquid extraction, and subsequently purified and enriched via sorbent and solid phase extraction (SPE). After nitrogen drying, the products were derivatized with p-toluene sulfonyl isocyanic acid (PTSI) (100 µL) for 30 min at room temperature. Finally, the derivatized products were analyzed by HPLC at 227 nm. Under the optimized conditions, the method displayed impressive performance and demonstrated its reliability and practicability, with a limit of detection (LOD) and quantification (LOQ) of LIN in each matrix of 25-40 μg/kg and 40-60 μg/kg, respectively. The recovery ranged from 71.11% to 98.30%.
    CONCLUSIONS: The results showed that this method had great selectivity, high sensitivity, satisfactory recovery and cost-effectiveness-fulfilling the criteria in drug residue and actual detection requirements-and proved to have broad applicability in the field of detecting LIN in animal-derived foods.
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  • 文章类型: Journal Article
    在低收入和中等收入国家,关于水产养殖中抗菌药物使用(AMU)和抗菌素耐药性(AMR)的数据很少。因此,总结AMU上的记录数据,抗菌残留物(AR),非洲水产养殖中的AMR是了解公共卫生风险的关键。谷歌学者,PubMed,非洲在线期刊,根据PRISMA指南,搜索了Medline以英语和法语发表的文章。使用具有严格的包含和排除标准的结构化搜索字符串来检索和筛选文章。使用随机效应模型计算每个病原体-抗微生物剂对的合并患病率和95%置信区间。在审查的113篇全文中,41符合资格标准。大多数文章报告了AMR(35;85.4%),而少数人在鱼类中使用AMU(3;7.3%)和AR(3;7.3%)。文章来自西非(23;56.1%),北非(8;19.7%),和东非(7;17.1%)。关于鱼类养殖中使用的抗菌剂,四环素是最常用的抗菌药物,这证明了在鱼类中观察到的残留物的高患病率(高达56.7%)。对于AMR,共测试了69种抗菌药物对24种细菌的分离。细菌对所有类别的抗微生物剂都具有抗性,并表现出高水平的多药耐药性。大肠杆菌,沙门氏菌属。,和葡萄球菌属。在16、10和8项研究中报告,分别,多药耐药率为43.1%[95%CI(32.0-55.0)],40.3%[95%CI(24.1-58.1)]和31.3%[95%CI(17.5-49.4)],分别。这篇综述强调了水产养殖细菌对常用抗菌药物的高多药耐药率,比如四环素,氨苄青霉素,复方新诺明,庆大霉素,和阿莫西林,在非洲。这些发现还强调了缺乏关于水产养殖部门AMU和残留物的数据,并应作出更多努力来填补这些空白,减轻AMR对非洲公共卫生的负担。
    In low- and middle-income countries, data on antimicrobial use (AMU) and antimicrobial resistance (AMR) in aquaculture are scarce. Therefore, summarizing documented data on AMU, antimicrobial residue (AR), and AMR in aquaculture in Africa is key to understanding the risk to public health. Google Scholar, PubMed, African Journals online, and Medline were searched for articles published in English and French following the PRISMA guidelines. A structured search string was used with strict inclusion and exclusion criteria to retrieve and screen the articles. The pooled prevalence and 95% confidence intervals were calculated for each pathogen-antimicrobial pair using random effects models. Among the 113 full-text articles reviewed, 41 met the eligibility criteria. The majority of the articles reported AMR (35; 85.4%), while a few were on AMU (3; 7.3%) and AR (3; 7.3%) in fish. The articles originated from West Africa (23; 56.1%), North Africa (8; 19.7%), and East Africa (7; 17.1%). Concerning the antimicrobial agents used in fish farming, tetracycline was the most common antimicrobial class used, which justified the high prevalence of residues (up to 56.7%) observed in fish. For AMR, a total of 69 antimicrobial agents were tested against 24 types of bacteria isolated. Bacteria were resistant to all classes of antimicrobial agents and exhibited high levels of multidrug resistance. Escherichia coli, Salmonella spp., and Staphylococcus spp. were reported in 16, 10, and 8 studies, respectively, with multidrug resistance rates of 43.1% [95% CI (32.0-55.0)], 40.3% [95% CI (24.1-58.1)] and 31.3% [95% CI (17.5-49.4)], respectively. This review highlights the high multidrug resistance rate of bacteria from aquaculture to commonly used antimicrobial agents, such as tetracycline, ampicillin, cotrimoxazole, gentamicin, and amoxicillin, in Africa. These findings also highlighted the lack of data on AMU and residue in the aquaculture sector, and additional efforts should be made to fill these gaps and mitigate the burden of AMR on public health in Africa.
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  • 文章类型: Journal Article
    抗生素残留物可能存在于经过处理以对抗细菌性疾病如柑橘绿化或枯萎病的树木的水果产品中。建立了同时测定和鉴定链霉素的液相色谱-高分辨质谱(LC-HRMS)方法,卡苏霉素,青霉素,和土霉素在水果中的残留。用酸性甲醇提取样品,并针对亲水相互作用LC柱优化分离。Q-ExactiveHRMS仪器用于获得产物离子光谱以用于分析物鉴定。用基质提取的校准曲线和内标校正进行定量。在许多不同类型的水果上测试了该方法。总的来说,强化样品表现出可接受的回收率(82-116%)和重现性(<15%RSD)。这些分析物的方法检测极限远低于已建立的USEPA耐受水平。还可以使用LC-HRMS分析使用该方法制备的果实提取物中的其他化学污染物。
    Antibiotic residues may be present in fruit products from trees that were treated to combat bacterial diseases such as citrus greening or blight. A liquid chromatography-high-resolution mass spectrometry (LC-HRMS) method was developed for the simultaneous determination and identification of streptomycin, kasugamycin, penicillin, and oxytetracycline residues in fruit. Samples were extracted with acidic methanol and separation was optimized for a hydrophilic interaction LC column. A Q-Exactive HRMS instrument was used to obtain product ion spectra for analyte identification. Quantitation was performed with matrix-extracted calibration curves and internal standard correction. The method was tested on many different types of fruit. In general, fortified samples demonstrated acceptable recoveries (82-116%) and reproducibility (<15% RSD). Method detection limits for these analytes were well below the established US EPA tolerance levels. It was also possible to analyze the fruit extracts prepared using this method for additional chemical contaminants using LC-HRMS.
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  • 文章类型: Journal Article
    介绍了一种设计用于兽药残留分析中样品制备的快速在线微体积流通透析探针。这项研究解决了对减少化学废物和试剂使用的高效绿色样品制备方法的需求。透析探头与液相色谱和质谱(LC-MS)系统集成,促进自动化,高通量分析。透析方法利用每个样品的最小试剂体积,与传统的样品制备技术相比,显著减少了溶剂废物的产生。将几种兽药掺入组织匀浆中并进行分析以验证探针的功效。对于该性能评估,获得>97%的诊断灵敏度和>95%的特异性。结果表明有效去除细胞碎片和颗粒,确保样品的完整性和防止仪器堵塞。自动透析探针对多种分析物的回收率在27%至77%之间,确认其简化兽药残留分析的潜力,同时坚持绿色化学原则。该方法突出了环境影响和运营效率的实质性改进,在监管和研究应用中提出了传统样品制备方法的可行替代方案。
    A rapid and online microvolume flow-through dialysis probe designed for sample preparation in the analysis of veterinary drug residues is introduced. This study addresses the need for efficient and green sample preparation methods that reduce chemical waste and reagent use. The dialysis probe integrates with liquid chromatography and mass spectrometry (LC-MS) systems, facilitating automated, high-throughput analysis. The dialysis method utilizes minimal reagent volumes per sample, significantly reducing the generation of solvent waste compared to traditional sample preparation techniques. Several veterinary drugs were spiked into tissue homogenates and analyzed to validate the probe\'s efficacy. A diagnostic sensitivity of >97% and specificity of >95% were obtained for this performance evaluation. The results demonstrated the effective removal of cellular debris and particulates, ensuring sample integrity and preventing instrument clogging. The automated dialysis probe yielded recovery rates between 27 and 77% for multiple analytes, confirming its potential to streamline veterinary drug residue analysis, while adhering to green chemistry principles. The approach highlights substantial improvements in both environmental impact and operational efficiency, presenting a viable alternative to conventional sample preparation methods in regulatory and research applications.
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  • 文章类型: Journal Article
    兽药是当代畜牧业和粮食生产所必需的,但是它们的残留物会滞留在从动物获得的食物中,并对人类构成危险。在这次审查中,我们的目标是突出来源,发生,人类暴露途径,食用动物产品中药物残留对人体健康的影响。在使用兽药之后,被称为药物残留的药理活性化合物可以在食品中发现,环境,或动物。它们会给人们带来重大的健康问题,包括抗生素耐药性的发展,癌症的发展,致畸作用,超敏反应,和正常肠道菌群的破坏。动物产品中的药物残留可以来源于多种来源,包括水或食物污染,标签外用药,而忽略停药期。这篇综述还研究了人类如何通过饮用水暴露于药物残留,食物,空气,和灰尘,并讨论了识别食品中这些残留物的各种分析技术。此外,我们提出了一些潜在的解决方案,以防止或减少动物产品和人类接触途径中的药物残留,例如实施提款期,监控程序,教育运动,以及对保障公众健康至关重要的新技术。这项审查强调了解决兽药残留作为重大和新兴的公共卫生威胁的紧迫性,呼吁研究人员共同努力,政策制定者,和行业利益相关者制定可持续的解决方案,以确保全球食品供应链的安全。
    Veterinary medications are necessary for both contemporary animal husbandry and food production, but their residues can linger in foods obtained from animals and pose a dangerous human risk. In this review, we aim to highlight the sources, occurrence, human exposure pathways, and human health effects of drug residues in food-animal products. Following the usage of veterinary medications, pharmacologically active compounds known as drug residues can be found in food, the environment, or animals. They can cause major health concerns to people, including antibiotic resistance development, the development of cancer, teratogenic effects, hypersensitivity, and disruption of normal intestinal flora. Drug residues in animal products can originate from variety of sources, including water or food contamination, extra-label drug use, and ignoring drug withdrawal periods. This review also examines how humans can be exposed to drug residues through drinking water, food, air, and dust, and discusses various analytical techniques for identifying these residues in food. Furthermore, we suggest some potential solutions to prevent or reduce drug residues in animal products and human exposure pathways, such as implementing withdrawal periods, monitoring programs, education campaigns, and new technologies that are crucial for safeguarding public health. This review underscores the urgency of addressing veterinary drug residues as a significant and emerging public health threat, calling for collaborative efforts from researchers, policymakers, and industry stakeholders to develop sustainable solutions that ensure the safety of the global food supply chain.
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  • 文章类型: Journal Article
    今天,抗生素被广泛用于治疗和饲料添加剂,以促进牲畜生长。由于各种原因,动物源性食品中可能会发现抗生素残留。包括忽略治疗后的停药期,过度使用动物,以及动物产品中处理过的动物对饲料的污染。在动物产品中,乳制品在人类饮食中占有特殊的地位,其中的抗生素残留引起了消费者的极大关注。
    这项系统综述和荟萃分析旨在评估和比较在伊朗进行的关于2000-2022年间乳制品中抗生素残留的研究。
    在这篇评论中,通过搜索科学信息数据库(SID)收集了52项符合条件的研究,马吉兰,谷歌学者,科学直接,Scopus,和PubMed使用英语或波斯语关键字,如抗生素或抗菌残留物,β-内酰胺残留物,四环素残留,磺酰胺残留物,氯霉素残留物,氨基糖苷残基,大环内酯残留物,喹诺酮类药物残留,牛奶,生牛奶,巴氏杀菌牛奶,UHT牛奶,奶粉,奶酪,酸奶,黄油,奶油,Doogh,卡什,冰淇淋,和伊朗。
    根据审查的研究,乳制品中抗生素残留的总患病率为29%(95%CI:15-43%).在七个评估的抗生素组中,大多数研究都是在四环素上进行的,β-内酰胺,和磺酰胺基团,分别为16、10和7,663±1540μg/l的最高污染水平与四环素有关。大多数关于伊朗抗生素乳制品残留的研究有12、11和8项研究与东阿塞拜疆省有关,然后分别是德黑兰和霍拉桑·拉扎维,没有在全国11个省进行过研究。根据研究,吉兰,Qazvin和RazaviKhorasan省的牛奶中抗生素残留量最高,平均值分别为56.415±33.354、45.955±4.179和45.928±33.027。研究中用于测量牛奶中抗生素残留的大多数方法是Copan检测试剂盒和HPLC法,在19和14项研究中使用,分别。
    研究表明,伊朗乳制品中抗生素残留的患病率很高,因此,在该领域应用有效的策略并制定必要的标准来控制牛奶质量是公共卫生的必要条件。这项研究的结果表明,进一步评价发酵乳制品,尤其是非发酵的,如黄油和奶油,是预防不良健康反应所必需的。
    UNASSIGNED: Today, antibiotics are widely used for treatment and feed additives to enhance livestock growth. Antibiotic residues may be found in food of animal origin for various reasons, including ignoring the withdrawal period after treatment, overuse for animals, and contamination of feed with treated animals in animal products. Among animal products, dairy products have a special place in the human diet, and antibiotic residues in them have caused a great deal of concern among consumers.
    UNASSIGNED: This systematic review and meta-analysis aimed to evaluate and compare studies conducted in Iran on antibiotic residues in dairy products during 2000-2022.
    UNASSIGNED: In this review, 52 eligible studies were collected by searching the Scientific Information Database (SID), Magiran, Google Scholar, Science-Direct, Scopus, and PubMed using the English or Persian keywords such as an antibiotic or antimicrobial residue, Beta-lactam residue, Tetracycline residue, Sulfonamide residue, Chloramphenicol residue, Aminoglycosides residue, Macrolide residue, Quinolones residue, Milk, Raw milk, Pasteurized milk, UHT milk, Powder milk, Cheese, Yogurt, Butter, Cream, Doogh, Kashk, Ice cream, and Iran.
    UNASSIGNED: According to the reviewed studies, the total prevalence of antibiotic residues in dairy products was 29% (95% CI: 15-43%). Among the seven evaluated antibiotic groups, most studies have been conducted on tetracycline, beta-lactam, and sulfonamide groups, with 16, 10, and 7 respectively, and the highest level of contamination with 663 ± 1540 μg/l is related to tetracycline. Most studies on antibiotic dairy product residues in Iran with 12, 11, and 8 studies are associated with East Azarbaijan province, then Tehran and Khorasan Razavi respectively, and no study has been conducted in 11 provinces of the country. According to the studies, Gilan, Qazvin and Razavi Khorasan provinces had the highest amount of antibiotic residue in milk with an average value of 56.415 ± 33.354, 45.955 ± 4.179 and 45.928 ± 33.027, respectively. Most of the methods used in the studies to measure antibiotic residues in milk were the Copan test kit and the HPLC method, which were used in 19 and 14 studies, respectively.
    UNASSIGNED: Studies have shown that the prevalence of antibiotic residue in dairy products in Iran is high, so applying an effective strategy and developing the necessary standards in this field to control milk quality is a public health necessity. The findings of this study show that further evaluation of fermented dairy products, especially non-fermented ones such as butter and cream, is needed to prevent adverse health reactions.
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  • 文章类型: Journal Article
    Antibiotics are widely utilized in agriculture for the prevention and treatment of animal diseases. How-ever, the abuse and overuse of antibiotics progressively increase the risks of antibiotic residues and antibiotic resis-tance. The bioaccumulation and biomagnification of antibiotics through food chains will negatively affect ecological safety, and finally threaten human health. There are many shortages of traditional antibiotic detection techniques, such as complex procedures, complicated operation and time consuming, and thus are difficult to meet the demand of instant, efficient and accurate on-site detection. Therefore, it is crucial to develop rapid detection techniques of antibiotics to manage the application of antibiotics in agriculture. We reviewed the utilization, and management of antibiotics in animal husbandry, residual characteristics, and potential hazards of antibiotics in agricultural products, summarized the advancements in rapid detection techniques of antibiotics in agricultural products over the past five years, compared the advantages and disadvantages of different rapid detection techniques, and prospected the future development in this area. This review would provide a valuable reference to the control and point-of-care test of antibiotics in agricultural products.
    在农业上,抗生素广泛用于动物的疾病预防和治疗。但抗生素的过度使用,甚至滥用,使得抗生素残留和抗生素耐药性问题日渐严重。抗生素通过食物链的生物富集和放大,将影响生态环境安全,并最终危害人体健康。传统的抗生素检测技术存在程序繁琐、操作复杂、耗时长等一系列问题,难以满足即时、高效和准确的现场检测需求。因此,为应对抗生素引起的食品安全问题、规范抗生素在农业上的使用,建立农产品抗生素的快速检测技术显得十分重要。本文综述了世界主要国家地区抗生素在养殖业的使用和管理情况,以及抗生素在农产品中的残留特征和对生物体及环境的危害,归纳了近5年内农产品中抗生素快速检测技术的发展情况,对各项快速检测技术的优缺点进行了对比,最后对未来发展方向进行了展望。本文可为农产品抗生素管控和即时检测提供借鉴。.
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  • 文章类型: Journal Article
    开发了一种可靠的液相色谱结合四极杆-Orbitrap高分辨率质谱(LC-Q-OrbitrapHRMS)方法,用于同时鉴定和定量牛肝中的13种β-激动剂残基,肉,牛奶,肾,家禽,和鸡蛋。使用乙腈(ACN)的分散固相萃取(d-SPE)来制备样品。在反相AccucoreaQ(50mm×2.1mm,2.6μm),使用含有2mM乙酸铵和乙腈(ACN)0.1%甲酸的水溶液的流动相。该方法根据欧盟委员会实施条例(CIR)EU2021/808在0.1至5μg/kg的六种不同浓度下进行了验证。平均回收率在65%到94%之间,而重复性和重现性值均低于13%。线性,如相关系数(R2)范围从0.9955到0.9999。决定极限(CCα)和检测能力(CCβ)范围为0.11-0.13µg/kg和0.12-0.15µg/kg,分别。检出限(LOD)和定量限(LOQ)分别为0.004-0.048μg/kg和0.010-0.075μg/kg,分别。在埃及当地市场收集的180个样本中,21.11%有β-激动剂残基。样品中最常见的β-激动剂的平均浓度(µg/kg)和检测频率(%)如下:特布他林(2.63µg/kg和90%),莱克多巴胺(5.14微克/千克和23.3%)。成功完成两轮能力验证,验证了该方法的适用性。
    A reliable liquid chromatography coupled to quadrupole-Orbitrap high-resolution mass spectrometry (LC-Q-Orbitrap HRMS) method was developed for the simultaneous identification and quantification of 13 β-agonist residues in bovine liver, meat, milk, kidney, poultry, and egg. Dispersive-solid phase extraction (d-SPE) using acetonitrile (ACN) was used to prepare the samples. The analyte in the extracts was separated on a reversed-phase Accucore aQ (50 mm × 2.1 mm, 2.6 μm) using a mobile phase of an aqueous solution containing 2 mM ammonium acetate and acetonitrile (ACN) 0.1 % formic acid. The method was validated in accordance with Commission Implementing Regulation (CIR) EU 2021/808 at six different concentrations ranging from 0.1 to 5 μg/kg. The mean recoveries ranged from 65 to 94 %, while repeatability and reproducibility values were all below 13 %. The linearity, as correlation coefficients (R2) ranged from 0.9955 to 0.9999. The decision limit (CCα) and detection capability (CCβ) ranges were 0.11-0.13 µg/kg and 0.12-0.15 µg/kg, respectively. The limits of detection (LOD) and limits of quantification (LOQ) were in the range of 0.004-0.048 μg/kg and 0.010-0.075 μg/kg, respectively. Of the 180 samples that were collected from local markets in Egypt, 21.11 % had β-agonist residues. The mean concentration (µg/kg) and detection frequency (%) of the most frequently found β-agonist in the samples were as follows: terbutaline (2.63 µg/kg and 90 %), ractopamine (5.14 µg/kg and 23.3 %). The method\'s applicability was verified by successfully completing two rounds of proficiency testing (PT).
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  • 文章类型: Journal Article
    在兽医学中使用不当的抗微生物剂可导致动物源性食品中的残留。动物产品中抗生素的死后监测是欧盟关于食品安全和消费者健康的官方计划的一部分。口腔液检测是一种有前途的监测方法,可以监测猪的适当治疗并避免可食用组织中的残留物。口服液分析可以在抗生素残留控制程序中实施,从而防止因停药期后在组织中检测到药物而导致的肉类处理造成的经济损失。开发了一种分析方法,用于分析来自12组的68种化合物(青霉素,头孢菌素,磺胺类药物,大环内酯类,氟喹诺酮类药物,四环素,氨基糖苷类,胸膜木素,二氨基嘧啶,lincosamides,多肽和砜)在猪口腔液中。用0.5%甲酸进行抗菌剂的提取。采用超高效液相色谱-三重四极杆质谱(UHPLC-MS/MS)检测。色谱分离是在Zorbax分析柱(2.1×50mm)上实现的,流动相由乙腈和七氟丁酸(HFBA)组成。总运行时间为7分钟。根据欧盟委员会实施条例(EU)2021/808,该方法被验证为确认方法。通过对猪场的真实样本进行测试,验证了该方法的可靠性。
    Improper use of antimicrobials in veterinary medicine can lead to residues in food of animal origin. Post-mortem monitoring of antibiotics in animal products is carried out as part of official EU programmes on food safety and consumer health. Oral fluid testing is a promising surveillance method to monitor appropriate treatment in pigs and to avoid residues in edible tissues. Oral fluid analysis can be implemented in an antibiotic residue control programme, thus preventing economic losses due to meat disposal as a result of drug detection in tissues after the withdrawal period. An analytical method was developed for the analysis of 68 compounds from 12 groups (penicillins, cephalosporins, sulfonamides, macrolides, fluoroquinolones, tetracyclines, aminoglycosides, pleuromutilins, diaminopyrimidines, lincosamides, polypeptides and sulfones) in pig oral fluid. Extraction of antibacterials was performed with 0.5 % formic acid. Analyses were carried out by ultra-high performance liquid chromatography with triple quadrupole mass spectrometry (UHPLC-MS/MS) detection. The chromatographic separation was achieved on a Zorbax analytical column (2.1 × 50 mm) with a mobile phase consisting of acetonitrile and heptafluorobutyric acid (HFBA). The total run time was 7 min. The method was validated as a confirmatory method according to the Commission Implementing Regulation (EU) 2021/808. The reliability of the method was verified by testing real samples from pig farms.
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  • 文章类型: Journal Article
    抗生素菌丝体残留物(AMR)含有抗生素残留物。如果牲畜过量摄入AMR,它可能会导致健康问题。为了解决当前NIR-HSI中像素尺度掺杂浓度未知的问题,本文创新性地提出了一种新的光谱模拟方法,用于蛋白质饲料中AMR的评价。四种常见的蛋白饲料(豆粕(SM),含可溶物的干酒糟(DDGS),棉籽粕(CM),选择核苷酸残基(NR)和土霉素残基(OR)作为研究材料。该方法的第一步是使用线性混合模型(LMM)模拟具有不同掺杂浓度的像素的光谱。然后,基于模拟像素谱结合基于全局PLS评分的局部PLS(LPLS-S)建立了像素尺度OR定量模型(该模型解决了由于校正集的0%-100%含量而导致的预测结果的非线性分布问题).最后,该模型用于定量预测高光谱图像中每个像素的OR含量。计算每个像素的平均值作为该样品的OR含量。该方法的实施可以有效克服PLS-DA无法实现对2%-20%掺假样品中OR的定性鉴定的问题。与通过平均感兴趣区域的光谱建立的PLS模型相比,这种方法利用每个像素的精确信息,从而提高掺假样品检测的准确性。结果表明,模拟光谱法和LPLS-S的结合为NIR-HSI检测和分析非法饲料添加剂提供了一种新的方法。
    Antibiotic mycelia residues (AMRs) contain antibiotic residues. If AMRs are ingested in excess by livestock, it may cause health problems. To address the current problem of unknown pixel-scale adulteration concentration in NIR-HSI, this paper innovatively proposes a new spectral simulation method for the evaluation of AMRs in protein feeds. Four common protein feeds (soybean meal (SM), distillers dried grains with solubles (DDGS), cottonseed meal (CM), and nucleotide residue (NR)) and oxytetracycline residue (OR) were selected as study materials. The first step of the method is to simulate the spectra of pixels with different adulteration concentrations using a linear mixing model (LMM). Then, a pixel-scale OR quantitative model was developed based on the simulated pixel spectra combined with local PLS based on global PLS scores (LPLS-S) (which solves the problem of nonlinear distribution of the prediction results due to the 0%-100% content of the correction set). Finally, the model was used to quantitatively predict the OR content of each pixel in hyperspectral image. The average value of each pixel was calculated as the OR content of that sample. The implementation of this method can effectively overcome the inability of PLS-DA to achieve qualitative identification of OR in 2%-20% adulterated samples. In compared to the PLS model built by averaging the spectra over the region of interest, this method utilizes the precise information of each pixel, thereby enhancing the accuracy of the detection of adulterated samples. The results demonstrate that the combination of the method of simulated spectroscopy and LPLS-S provides a novel method for the detection and analysis of illegal feed additives by NIR-HSI.
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