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Assessment of agricultural practices by Ethiopian women farmers: existence of gender disparities in access to mycotoxins training 埃塞俄比亚女农民农业实践评估:在获得霉菌毒素培训方面存在性别差异
4区 医学 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2023-01-01 DOI: 10.3920/wmj2022.2827
C. Cervini, B. Abegaz, A. Mohammed, R. Elias, A. Medina, K. Gebre, C. Verheecke-Vaessen
Abstract Ethiopia is one of the countries with the lowest gender-equality performance in sub-Saharan Africa being ranked 121/134 in terms of the magnitude and scope of gender disparities by the United Nations Women’s Organisation. Within the farming communities, women represent 70% of the labour force, but they are neglected from accessing training events run by Ethiopian Universities (e.g. Haramaya University). A survey to assess the existence of gender disparities among Ethiopian women farmers with respect to agricultural labour and mycotoxins knowledge was conducted on three hundred and forty-nine women from the Oromia and Amhara regions. A higher illiteracy rate was found in women compared to men from both Oromia and Amhara regions. Women played a key role in agricultural activities while having limited access to modern technologies compared to their male counterparts. Women were mainly responsible for sorting spoiled crops. Especially in Amhara, these were intended for home consumption, representing a serious health risk for local people. Overall, women from Amhara were more aware than women from Oromia about what mycotoxins are (e.g. aflatoxins), their impact and risk of occurrence in crops. Women in Amhara were also more intended to act towards mycotoxins in the future compared to women from Oromia. Only 0.24% of women have previously attended a training on mycotoxins. The radio seemed to be the most efficient way to deliver training to Ethiopian women farmers from these regions. Mycotoxins trainings were the second option of choice by all women surveyed. Such findings clearly stated the existence of gender inequality in the two Ethiopian regions considered. Empower women’s knowledge about mycotoxins will not only benefit agricultural income and the national economy, but it will also provide women the recognition they equally deserve alongside their male counterparts in future agricultural training programs and interventions.
埃塞俄比亚是撒哈拉以南非洲地区性别平等表现最低的国家之一,联合国妇女组织在性别差异的程度和范围方面排名121/134。在农业社区,妇女占劳动力的70%,但她们被忽视,无法参加埃塞俄比亚大学(如哈拉马亚大学)举办的培训活动。对来自奥罗米亚和阿姆哈拉地区的349名妇女进行了一项调查,以评估埃塞俄比亚女农民在农业劳动和真菌毒素知识方面存在的性别差异。在奥罗米亚和阿姆哈拉地区,妇女的文盲率都高于男子。妇女在农业活动中发挥了关键作用,但与男性相比,她们获得现代技术的机会有限。妇女主要负责分拣变质的庄稼。特别是在阿姆哈拉,这些都是供家庭消费的,对当地人民的健康构成严重威胁。总体而言,阿姆哈拉妇女比奥罗米亚妇女更了解真菌毒素是什么(如黄曲霉毒素)、它们在作物中产生的影响和风险。与奥罗米亚的妇女相比,阿姆哈拉的妇女也更倾向于在未来对真菌毒素采取行动。只有0.24%的妇女以前参加过真菌毒素培训。广播似乎是向这些地区的埃塞俄比亚女农民提供培训的最有效方式。真菌毒素培训是所有受访妇女的第二选择。这些调查结果清楚地表明,在所审议的两个埃塞俄比亚区域存在着性别不平等。增强妇女对真菌毒素的了解不仅有利于农业收入和国民经济,而且还将使妇女在未来的农业培训计划和干预措施中获得与男性同等的认可。
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引用次数: 0
The effects of natural active substances in food on the toxicity of patulin 食品中天然活性物质对展霉素毒性的影响
IF 2 4区 医学 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2022-12-02 DOI: 10.3920/wmj2022.2794
C. Huang, B. Zhang, D. Xu
Patulin (PAT) is a mycotoxin, a secondary metabolite mainly produced by fungi of the genera Aspergillus, Byssochlamys, and Penicillium. Many studies have looked into the potential impacts of this mycotoxin due to its high risk. Researchers are currently doing a more in-depth investigation of and employing physical, chemical, and biological ways to remove PAT. However, existing technology cannot completely remove it, and the residual PAT will continue to pose a threat to human health. As a result, substances capable of reducing PAT toxicity need be discovered. According to previous studies, natural components in food could reduce the toxicity of PAT. This article will review the different types of active compounds and discus the detoxification processes, as well as give recommendations for decreasing the toxicity of PAT and future research directions.
Patulin(PAT)是一种真菌毒素,是一种主要由曲霉属、副曲霉属和青霉属真菌产生的次级代谢产物。由于这种真菌毒素的高风险,许多研究都对其潜在影响进行了研究。研究人员目前正在对PAT进行更深入的研究,并采用物理、化学和生物方法来去除PAT。然而,现有技术无法完全去除它,残留的PAT将继续对人类健康构成威胁。因此,需要发现能够降低PAT毒性的物质。根据先前的研究,食品中的天然成分可以降低PAT的毒性。本文将综述不同类型的活性化合物,讨论其解毒过程,并提出降低PAT毒性的建议和未来的研究方向。
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引用次数: 0
The effect of gamma irradiation, microwaves, and roasting on aflatoxin levels in pistachio kernels γ射线、微波和烘烤对开心果仁中黄曲霉毒素含量的影响
IF 2 4区 医学 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2022-11-15 DOI: 10.3920/wmj2021.2755
E. Sadeghi, S. Solaimanimehr, M. Mirzazadeh, S. Jamshidpoor
Pistachio is the second largest non-oil export in Iran. The most important problem in pistachio export is its contamination with aflatoxin. Therefore, this study aimed to evaluate the effects of several physical and chemical methods on the qualitative, qualitative and sensory properties of pistachios from Iran as well as the associated residual aflatoxin levels. This study investigated the effects of roasting (temperature 120 °C for 20 and 40 min), gamma radiation (2.5 and 5 KGy), and microwave (1 and 2 min) methods on pistachios and their qualitative characteristics, including moisture, colour, and sensory properties. In addition, aflatoxin B1 and total aflatoxins were artificially added to pistachios to determine the level of aflatoxin remaining after chemical and physical methods. The results showed that the lowest residual level of aflatoxin B1 was related to combined microwave and irradiation methods. Further, the combined methods showed the lowest total aflatoxins residue so the lowest total aflatoxins residue after chemical contamination of 8 μg/kg aflatoxin was related to the combined methods of 5 KGy irradiations with 2 min of the microwave. In addition, the microwaved and irradiated samples did not differ significantly from the control samples in terms of sensory characteristics (P<0.05). It can be concluded that these methods can be successfully applied without adversely affecting the characteristics of pistachios. Considering the position of pistachios in domestic and global markets, these processes can be used to reduce aflatoxins, improve the quality of pistachios, and increase export.
开心果是伊朗第二大非石油出口产品。开心果出口中最重要的问题是黄曲霉毒素污染。因此,本研究旨在评价几种物理和化学方法对伊朗开心果的定性、定性和感官特性以及相关黄曲霉毒素残留水平的影响。本研究考察了烘烤(温度120°C, 20和40分钟)、伽马辐射(2.5和5 KGy)和微波(1和2分钟)方法对开心果及其水分、颜色和感官特性等定性特性的影响。另外,在开心果中人工添加黄曲霉毒素B1和总黄曲霉毒素,通过化学法和物理法测定黄曲霉毒素残留量。结果表明,黄曲霉毒素B1残留量最低与微波与辐照联合处理有关。结果表明,8 μg/kg黄曲霉毒素化学污染后黄曲霉毒素总残留量最低与5 KGy微波照射2 min联合处理有关。此外,微波和辐照处理后的样品与对照样品的感官特性差异不显著(P<0.05)。结果表明,这些方法可以在不影响开心果特性的情况下成功应用。考虑到开心果在国内和全球市场的地位,这些工艺可以用来减少黄曲霉毒素,提高开心果的质量,并增加出口。
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引用次数: 0
Protective role of fermented whey and pumpkin extract against aflatoxin B1 and ochratoxin A toxicity in Jurkat T-cells 发酵乳清和南瓜提取物对Jurkat t细胞黄曲霉毒素B1和赭曲霉毒素A毒性的保护作用
IF 2 4区 医学 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2022-09-02 DOI: 10.3920/wmj2022.2780
A. Cimbalo, M. Frangiamone, M. Lozano, L. Escrivá, P. Vila-Donat, L. Manyes
The beneficial effect of fermented whey and pumpkin extract rich in carotenoids was evaluated in Jurkat cells against aflatoxin B1 (AFB1) and ochratoxin A (OTA) cytotoxicity through a proteomic approach. The functional ingredients were added into mycotoxin contaminated bread formulation, which were digested in vitro in order to simulate human intestinal absorption. Cell cultures were exposed during 7 days to these mycotoxins dissolved in: (a) 0.1% organic solvent (DMSO), (b) an intestinal digest of bread with pumpkin individually (PID) and (c) an intestinal digest of bread with pumpkin mixed with fermented whey (PID+WF). Extracted proteins were subjected to reduction and alkylation and subsequently a tryptic digestion in order to be analysed by liquid chromatography coupled with quadrupole time of flight (LC/MS-Q-TOF). Results obtained highlighted the beneficial role of functional ingredients employed through the identification of proteins involved in several biological processes and metabolic pathways, mainly antioxidant activity, nucleosome assembly and secretory senescence phenotype. Among proteins involved in antioxidant activity, peroxiredoxin 1 and 2 stand out. Comparing the different conditions investigated, a remarkable change was observed in their expression, ranging from a repression using the standard (DMSO 0.1%), to an overexpression when treated with the functional ingredients. Similarly, after PID and PID+WF treatment, histones’ expression implicated in the metabolic pathway of nucleosome assembly, such as H2A, H2B, H2C, H3 and H4, was increased. Furthermore, the expression of protein cyclin A2, which downregulation is involved in limiting carcinogenic cells growth, was lower in presence of both functional ingredients. Based on these findings, functional ingredients can act as protectors against genomic stress caused by mycotoxins, preventing the loss of vital cell functions and paralysing the growth of carcinogenic cells.
通过蛋白质组学方法,研究了富含类胡萝卜素的发酵乳清和南瓜提取物对Jurkat细胞黄曲霉毒素B1 (AFB1)和赭曲霉毒素A (OTA)细胞毒性的有益作用。将这些功能成分添加到霉菌毒素污染的面包配方中,体外消化模拟人体肠道吸收。将细胞培养物暴露于这些真菌毒素中7天:(a) 0.1%有机溶剂(DMSO), (b)单独添加南瓜的面包肠消化液(PID)和(c)添加南瓜和发酵乳清的面包肠消化液(PID+WF)。提取的蛋白质进行还原和烷基化,随后进行胰酶消化,以便通过液相色谱法和四极杆飞行时间(LC/MS-Q-TOF)进行分析。通过鉴定参与多种生物过程和代谢途径(主要是抗氧化活性、核小体组装和分泌性衰老表型)的蛋白质,所获得的结果突出了功能性成分的有益作用。在参与抗氧化活性的蛋白质中,过氧化氧还蛋白1和2尤为突出。比较不同条件下的研究,观察到它们的表达发生了显著变化,从使用标准(DMSO 0.1%)抑制到使用功能成分处理时的过表达。同样,PID和PID+WF处理后,与核小体组装代谢途径相关的组蛋白,如H2A、H2B、H2C、H3和H4的表达增加。此外,在两种功能成分的存在下,细胞周期蛋白A2的表达水平降低,而细胞周期蛋白A2的下调参与了限制致癌细胞的生长。基于这些发现,功能性成分可以作为防止真菌毒素引起的基因组压力的保护剂,防止重要细胞功能的丧失,并使致癌细胞的生长瘫痪。
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引用次数: 5
Atoxigenic-based technology for biocontrol of aflatoxin in maize and groundnuts for Tanzania 坦桑尼亚玉米和花生黄曲霉毒素生物防治的产氧技术
IF 2 4区 医学 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2022-08-10 DOI: 10.3920/wmj2021.2758
G. Mahuku, A. Mauro, B. Pallangyo, E. Nsami, S. Boni, E. Koyano, O. Mponda, A. Ortega‐Beltran, J. Atehnkeng, F. Aquiline, R. Samuel, J. Njela, P. Cotty, R. Bandyopadhyay
Application of biocontrol products containing atoxigenic isolates of Aspergillus flavus to reduce aflatoxin content in crops is an effective strategy for managing aflatoxin in several regions throughout the world. We report the development and validation of two aflatoxin biocontrol products, Aflasafe TZ01 and Aflasafe TZ02, for use in maize and groundnut in Tanzania, a country frequently affected by aflatoxin contamination. Each product contains four atoxigenic A. flavus genotypes native and widely distributed in Tanzania. Efficacy tests on maize and groundnut were conducted over two years and in four regions of Tanzania where aflatoxin contamination is prevalent. Application of both products significantly (P<0.05) reduced aflatoxin levels in maize and groundnut in both years and in all districts. No differences were observed in total Aspergillus section Flavi population in treated and untreated fields, revealing that application of the biocontrol products do not alter overall Aspergillus populations in the environment. The results indicate that both products are effective tools for aflatoxin mitigation in groundnut and maize. The products were officially registered in 2018. Currently, there are scale-out and-up efforts of aflatoxin biocontrol products in Tanzania through a private sector company that is making the products available to farmers. Protecting maize and groundnut from aflatoxin contamination in Tanzania can result in health, income, and trade benefits.
在世界上一些地区,使用含有抗氧性黄曲霉分离物的生物防治产品来降低作物中的黄曲霉毒素含量是一种有效的黄曲霉毒素管理策略。我们报告了两种黄曲霉毒素生物防治产品Aflasafe TZ01和Aflasafe TZ02的开发和验证,用于坦桑尼亚的玉米和花生,一个经常受到黄曲霉毒素污染的国家。每种产品含有四种产自坦桑尼亚并广泛分布的抗氧黄曲霉基因型。在两年多的时间里,在坦桑尼亚黄曲霉毒素污染普遍的四个地区对玉米和花生进行了功效试验。两种产品均显著(P<0.05)降低了玉米和花生的黄曲霉毒素含量。在处理过和未处理过的田间,黄曲霉的总种群数量没有差异,这表明生物防治产品的使用不会改变环境中曲霉的总体种群数量。结果表明,这两种产品都是花生和玉米中黄曲霉毒素缓解的有效工具。这些产品于2018年正式注册。目前,坦桑尼亚正在通过一家私营公司扩大并扩大黄曲霉毒素生物防治产品的规模,该公司正在向农民提供这些产品。在坦桑尼亚,保护玉米和花生不受黄曲霉毒素污染可以带来健康、收入和贸易利益。
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引用次数: 3
Application of reflectance spectroscopy to identify maize genotypes and aflatoxin levels in single kernels 应用反射光谱法鉴定玉米基因型和单粒黄曲霉毒素水平
IF 2 4区 医学 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2022-08-08 DOI: 10.3920/wmj2021.2750
M. Aoun, C. Siegel, G. Windham, W. Williams, R. Nelson
Spectroscopy is a rapid, non-destructive, and low-cost analytical technique that has the potential to complement more resource-intensive analytical methods. We explored the use of spectral methods to differentiate maize genotypes and assess aflatoxin (AF) contamination in maize kernels. We compared the performance of two instruments: a research-grade ultraviolet-visible-near infrared (UV-Vis-NIR) spectrometer that measures reflectance from 304 -1,085 nm, and a miniaturised NIR spectrometer that measures reflectance from 740-1,070 nm. Both systems were used to predict AF levels in maize kernels from a single genotype and across 10 genotypes, and to predict genotype for the latter. A partial least square discriminant analysis model was trained on 70% of the kernels and tested on the remaining 30%. The classification accuracy for 10 maize genotypes was 71-72% using the UV-Vis-NIR instrument on 1,170 kernels, and 65-66% using the NIR device on 740 kernels. The classification accuracy for 247 AF-contaminated kernels of a single genotype using the UV-Vis-NIR instrument was 71, 82, and 92% for AF thresholds of 20, 100, and 1000 μg/kg, respectively. Using the same spectrometer on 872 kernels from 10 genotypes, AF classification accuracy was 67, 90, and 95% in validation sets for AF thresholds of 20, 100, and 1000 μg/kg, respectively. The UV-Vis-NIR instrument and the NIR device had similar classification accuracies for AF thresholds of 100 and 1000 μg/kg, whereas the NIR device had higher accuracy for the AF threshold of 20 μg/kg. Reflectance spectroscopy outperformed visual sorting and the bright greenish yellow fluorescence test in identifying AF levels. Applying spectral analysis to estimate mycotoxin levels and to identify maize genotypes could contribute to regional toxin surveillance and action efforts. Further, using AF-associated spectral features for grain sorting can reduce AF exposure.
光谱学是一种快速、非破坏性和低成本的分析技术,具有补充更多资源密集型分析方法的潜力。我们探索了利用光谱方法来区分玉米基因型和评估玉米籽粒中的黄曲霉毒素(AF)污染。我们比较了两种仪器的性能:研究级紫外-可见-近红外(UV-Vis-NIR)光谱仪,测量304 - 1085 nm的反射率,小型化的近红外光谱仪,测量740- 1070 nm的反射率。这两种系统分别用于预测单基因型和10个基因型玉米籽粒中AF的水平,并用于预测后者的基因型。在70%的核上训练偏最小二乘判别分析模型,并在剩余的30%上进行测试。用紫外-可见-近红外仪对1170粒玉米进行分类,10个玉米基因型的分类准确率为71 ~ 72%,用近红外仪对740粒玉米进行分类准确率为65 ~ 66%。在AF阈值为20 μg/kg、100 μg/kg和1000 μg/kg的条件下,紫外-可见-近红外光谱对247个单基因型AF污染果仁的分类准确率分别为71%、82%和92%。在AF阈值为20、100和1000 μg/kg的验证集上,使用同一光谱仪对来自10个基因型的872个核进行分类,准确率分别为67%、90%和95%。紫外-可见-近红外仪与近红外仪对100和1000 μg/kg的AF阈值分类精度相近,近红外仪对20 μg/kg的AF阈值分类精度更高。在识别AF水平方面,反射光谱优于目视分选和亮绿黄色荧光试验。应用谱分析来估计霉菌毒素水平和鉴定玉米基因型有助于区域毒素监测和行动努力。此外,使用AF相关的光谱特征进行颗粒分选可以减少AF曝光。
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引用次数: 2
Near-infrared spectroscopy to assess mycotoxins contamination and nutritional composition of maize marketed in South America, years 2020-2021 近红外光谱法评估2020-2021年南美洲上市玉米的真菌毒素污染和营养成分
IF 2 4区 医学 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2022-08-08 DOI: 10.3920/wmj2022.2774
D. Tyska, A. Mallmann, J. Vidal, C. Simões, C. Mallmann
Mycotoxicological and nutritional analyses were conducted in maize from Argentina, Bolivia, Brazil (stratified by region), Colombia and Peru through near-infrared spectroscopy (NIRS) in 2020 and 2021. Concentrations of aflatoxin B1 (AFB1), fumonisins B1 + B2 (FBs), zearalenone (ZEN) and deoxynivalenol, in addition to water activity, crude protein (CP), ether extract (EE), starch and apparent metabolizable energy (AME) in poultry, were determined in 18,363 spectra (totalling 195,486 analyses). FBs were the most prevalent metabolites in South American maize, being detected in 91.6 and 91.9% of the samples; ZEN had the second highest positivity, 15.4 and 26.8%, followed by AFB1, 15.3 and 14.6% (2020 and 2021, respectively). FBs also had the highest incidence in Brazilian maize, 92.6 and 92.1%, followed by AFB1, 15.2 and 13.5%, and ZEN, 14.7 and 27.7% (2020 and 2021, respectively). Contamination with at least one mycotoxin was detected in 93.5% of the samples. The mycotoxins found co-contaminating the maize belong to the genera Fusarium and Aspergillus; FBs, followed by ZEN and AFB1, were the most prevalent toxins in the associations. Levels of water activity were below 0.70. Regarding chemical composition, CP presented the largest oscillation in relation to the mean in South American maize (both years). As for the Brazilian samples, the Southeast region showed the greatest positive variability in relation to the means for all evaluated parameters, followed by the Northeast region (excepting CP) in 2020; in 2021, the Central-West and Northeast regions had the highest levels of EE and AME. In both years, the South region presented lower levels in relation to the mean for most parameters. Data on prevalence, mycotoxicological contamination, storage conditions and nutritional quality of maize assist the decision-making process of raw material use. In this setting, NIRS suits the needs of the industry for providing information on multiple parameters in real time.
2020年和2021年,通过近红外光谱(NIRS)对来自阿根廷、玻利维亚、巴西(按地区分层)、哥伦比亚和秘鲁的玉米进行了真菌毒理学和营养分析。在18363个光谱中测定了家禽中黄曲霉毒素B1(AFB1)、伏马菌素B1+B2(FBs)、玉米赤霉烯酮(ZEN)和脱氧雪腐镰刀菌烯醇的浓度,以及水活性、粗蛋白(CP)、醚提取物(EE)、淀粉和表观代谢能(AME)(共195486次分析)。FBs是南美玉米中最常见的代谢产物,在91.6%和91.9%的样品中检测到;ZEN的阳性率位居第二,分别为15.4%和26.8%,其次是AFB1,分别为15.3%和14.6%(分别为2020年和2021年)。巴西玉米中FBs的发病率最高,分别为92.6%和92.1%,其次是AFB1,分别为15.2%和13.5%,ZEN,分别为14.7%和27.7%(分别为2020年和2021年)。93.5%的样本中检测到至少一种真菌毒素污染。共污染玉米的真菌毒素属于镰刀菌属和曲霉属;FBs,其次是ZEN和AFB1,是关联中最普遍的毒素。水活度低于0.70。关于化学成分,CP相对于南美玉米的平均值呈现出最大的振荡(两年)。就巴西样本而言,东南地区在所有评估参数的平均值方面表现出最大的正变异性,其次是2020年的东北地区(CP除外);2021年,中西部和东北部地区的EE和AME水平最高。在这两年中,南部地区的大多数参数的平均值都较低。玉米的流行率、真菌毒素污染、储存条件和营养质量数据有助于原料使用的决策过程。在这种情况下,NIRS满足了行业实时提供多个参数信息的需求。
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引用次数: 1
A review of toxigenic fungi and mycotoxins in feeds and food commodities in West Africa 西非饲料和食品中产毒真菌和真菌毒素的研究进展
IF 2 4区 医学 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2022-07-18 DOI: 10.3920/wmj2021.2766
A. Aasa, F. Fru, O. A. Adelusi, S. Oyeyinka, P. Njobeh
Fungal contamination is a threat to food safety in West Africa with implications for food and feed due to their climate, which is characterised by high temperatures and high relative humidity, which are environmental favourable for fast fungal growth and mycotoxin production. This report gives perspective on studies on toxigenic fungi (Aspergillus, Fusarium and Penicillium) and their toxins, mainly aflatoxins, fumonisins and ochratoxins commonly found in some West African countries, including Benin, Burkina Faso, Gambia, Ghana, Ivory Coast, Mali, Nigeria, Senegal, Sierra Leone, and Togo. Only four of these countries have mycotoxins regulations in place for feeds and food products (Ghana, Ivory Coast, Nigeria, and Senegal). Food commodities that are widely consumed and were thoroughly investigated in this region include cereals, peanuts, cassava chips (flakes), cassava flour, chilies, peanuts, locust beans, melon, and yam products. In conclusion, authorities and scientists needed to consider research and approaches to monitor mycotoxins in foods and feeds produced and consumed in West Africa.
真菌污染对西非的食品安全构成威胁,并对食品和饲料产生影响,因为西非的气候特点是高温和高相对湿度,有利于真菌快速生长和产生霉菌毒素。本报告对产毒真菌(曲霉、镰刀菌和青霉)及其毒素的研究进行了展望,主要是在贝宁、布基纳法索、冈比亚、加纳、科特迪瓦、马里、尼日利亚、塞内加尔、塞拉利昂和多哥等西非国家常见的黄曲霉毒素、伏马菌毒素和赭曲霉毒素。这些国家中只有4个国家(加纳、科特迪瓦、尼日利亚和塞内加尔)制定了针对饲料和食品的霉菌毒素法规。该地区广泛消费并进行了彻底调查的食品商品包括谷物、花生、木薯片(片)、木薯粉、辣椒、花生、刺槐豆、甜瓜和山药产品。总而言之,当局和科学家需要考虑研究和方法,以监测西非生产和消费的食品和饲料中的真菌毒素。
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引用次数: 3
Associating multiple mycotoxin exposure and health outcomes: current statistical approaches and challenges 将多种真菌毒素暴露与健康结果联系起来:当前的统计方法和挑战
IF 2 4区 医学 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2022-07-12 DOI: 10.3920/wmj2022.2784
N. Truong, K. Tesfamariam, L. Visintin, T. Goessens, S. de Saeger, C. Lachat, M. de Boevre
Mycotoxin contamination is a global challenge to food safety and population health. A diversity of adverse effects in human health such as organ damage, immunity disorders and carcinogenesis are attributed to acute and chronic exposure to mycotoxins. While there is a high likelihood of mycotoxin co-occurrence in the daily diet, multiple mycotoxin exposures represent a considerable challenge in understanding the accumulative effects of groups of exposures on health outcomes. Nevertheless, previous studies on mycotoxin exposure-health outcome associations have focused on a single or a limited number of exposures. To guide multi-exposure assessment, careful considerations of statistical approaches available are required. In addition, the issue of multicollinearity in high-dimensional settings of multiple exposure analysis underlies the controversy surrounding the reliability and consistency of statistical conclusions about the exposure-health outcome associations. Conventional approaches such as generalised linear regressions (GLR) in conjunction with regularisation methods, including ridge regression, lasso and elastic net, offer some clear advantages in terms of results’ interpretation and model selection. However, when highly-correlated variables are observed, these methods have shown a low specificity in variable selection. Principal component analysis (PCA) that has been widely used as a dimensionality reduction technique also has the limitation to identify important predictor variables as this approach may overlook the associations between certain components and health outcomes. Recently, some alternative approaches have been introduced to address the issues of high dimensionality and highly-correlated data in the context of epidemiological and environmental research. Two of the noticeable approaches are weighted quantile sum regression (WQSR) and Bayesian kernel machine regression (BKMR). Combining different methods of inference allows us to interpret the role of certain exposures, their interactions and the combined effects on human health under diverse statistical perspectives, which ultimately facilitate the construction of the toxicological profile of multiple mycotoxins’ exposure.
真菌毒素污染是对食品安全和人群健康的全球性挑战。急性和慢性暴露于真菌毒素会对人体健康产生多种不良影响,如器官损伤、免疫障碍和致癌作用。虽然真菌毒素在日常饮食中共存的可能性很高,但多次暴露真菌毒素对理解暴露组对健康结果的累积影响是一个相当大的挑战。然而,先前关于真菌毒素暴露与健康结果关联的研究集中在单一或有限数量的暴露上。为了指导多重暴露评估,需要仔细考虑可用的统计方法。此外,多重暴露分析的高维环境中的多重共线性问题是围绕暴露-健康结果关联统计结论的可靠性和一致性的争议的基础。常规方法,如广义线性回归(GLR)和正则化方法,包括岭回归、套索和弹性网,在结果解释和模型选择方面提供了一些明显的优势。然而,当观察到高度相关的变量时,这些方法在变量选择中显示出较低的特异性。被广泛用作降维技术的主成分分析(PCA)在识别重要的预测变量方面也存在局限性,因为这种方法可能会忽略某些成分与健康结果之间的关联。最近,在流行病学和环境研究的背景下,引入了一些替代方法来解决高维度和高度相关的数据问题。两种值得注意的方法是加权分位数和回归(WQSR)和贝叶斯核机器回归(BKMR)。结合不同的推断方法,我们可以在不同的统计视角下解释某些暴露的作用、它们的相互作用以及对人类健康的综合影响,这最终有助于构建多种真菌毒素暴露的毒理学特征。
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引用次数: 0
Sorting capability and grain recovery of deoxynivalenol contaminated wheat is affected by calibration and vitreous kernel settings from near-infrared transmittance technology 近红外光谱技术对脱氧雪腐镰刀菌醇污染小麦的分选能力和籽粒回收率进行了研究
IF 2 4区 医学 Q3 FOOD SCIENCE & TECHNOLOGY Pub Date : 2022-07-12 DOI: 10.3920/wmj2021.2751
M. Taylor, R. Newkirk
Deoxynivalenol (DON) is a toxic secondary metabolite in wheat which affects animal performance. Limited post-harvest sorting technologies are available to remove infected kernels thereby allowing safe use in livestock. A technology was developed which uses near-infrared spectrometry combined with a seed singulation sorter by BoMill AB (Sweden) which is purported by the manufacturer to remove Fusarium infected grain. The objective of this study was to determine if Fusarium infected grain could be removed using the BoMill equipped with the Fusarium calibration resulting in grain with less than 5,000 μg/kg DON, and therefore legal to feed to poultry and beef in Canada. The secondary objective was to determine the optimal HVK settings within the two calibrations to determine if sorting based on Fusarium damage is more effective than sorting based on protein content. The settings tested were HVK, HHVK, and HHHVK. The HVK settings are reported by the manufacturer to be related to the relative opacity from the starch granules. Using the HHVK setting in the Fusarium calibration resulted in highest recovery (50.3% vs HVK 40.8% and HHHVK 45.1%) and intermediate levels of DON (1,800 μg/kg vs HVK 1,600 μg/kg and HHHVK 2,400 μg/kg), and intermediate rejection rates (29.0% vs HVK 38.7% and HHHVK 22.7%). When using the protein calibration with HHVK setting, the recoveries were similar to the Fusarium calibration (51%), the rejection rates were lower (17.5%), but DON concentration was higher (2,900 μg/kg). Sorting of pooled samples was effective, however additional sieving was required to separate grain of like sizes for optimal function. BoMill sorting using the Fusarium calibration and HHVK setting will effectively sort high DON wheat. The Fusarium calibration was superior to the protein calibration as it resulted in similar recovery but lower DON concentrations.
脱氧雪腐镰刀菌烯醇(DON)是小麦中一种有毒的次生代谢产物,影响动物的生产性能。有限的收获后分拣技术可用于去除受感染的谷粒,从而允许在牲畜中安全使用。BoMill AB(瑞典)开发了一种技术,该技术使用近红外光谱法与种子分选机相结合,据称制造商可以去除镰刀菌感染的谷物。本研究的目的是确定是否可以使用配备镰刀菌校准的BoMill去除镰刀菌感染的谷物,从而使谷物DON低于5000μg/kg,因此在加拿大饲养家禽和牛肉是合法的。次要目标是在两次校准中确定最佳HVK设置,以确定基于镰刀菌损伤的分选是否比基于蛋白质含量的分选更有效。测试的设置为HVK、HHVK和HHHVK。制造商报告HVK设置与淀粉颗粒的相对不透明度有关。在镰刀菌校准中使用HHVK设置导致最高的回收率(50.3%vs HVK 40.8%和HHHVK 45.1%)和中等水平的DON(1800μg/kg vs HVK 1600μg/kg和HHHVK2400μg/kg),以及中等排斥率(29.0%vs HVK 38.7%和HHHVK22.7%)。当使用HHVK设置的蛋白质校准时,回收率与镰刀菌校正相似(51%),排异率较低(17.5%),DON浓度较高(2900μg/kg)。合并样品的分选是有效的,但需要额外的筛分来分离相同尺寸的颗粒以获得最佳功能。使用镰刀菌校准和HHVK设置的BoMill分选将有效地分选高DON小麦。镰刀菌校准优于蛋白质校准,因为它导致相似的回收率,但DON浓度较低。
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引用次数: 1
期刊
World Mycotoxin Journal
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