| Literature DB >> 34437443 |
Francesca Fumagalli1, Matteo Ottoboni1, Luciano Pinotti1,2, Federica Cheli1,2.
Abstract
Exposure to mycotoxins is a worldwide concern as their occurrence is unavoidable and varies among geographical regions. Mycotoxins can affect the performance and quality of livestock production and act as carriers putting human health at risk. Feed can be contaminated by various fungal species, and mycotoxins co-occurrence, and modified and emerging mycotoxins are at the centre of modern mycotoxin research. Preventing mould and mycotoxin contamination is almost impossible; it is necessary for producers to implement a comprehensive mycotoxin management program to moderate these risks along the animal feed supply chain in an HACCP perspective. The objective of this paper is to suggest an innovative integrated system for handling mycotoxins in the feed chain, with an emphasis on novel strategies for mycotoxin control. Specific and selected technologies, such as nanotechnologies, and management protocols are reported as promising and sustainable options for implementing mycotoxins control, prevention, and management. Further research should be concentrated on methods to determine multi-contaminated samples, and emerging and modified mycotoxins.Entities:
Keywords: HACCP; biotechnologies; emerging mycotoxins; feed mycotoxins; feed safety; integrated mycotoxin management system; modified mycotoxins; mycotoxin co-occurrence; nanotechnologies; sustainability
Mesh:
Substances:
Year: 2021 PMID: 34437443 PMCID: PMC8402322 DOI: 10.3390/toxins13080572
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Figure 1Representation of the feed chain.
Figure 2Integrated system phases for mycotoxin management (modified from FAO 1995).
Phases of an integrated mycotoxin management system (modified from FAO, 1995).
| Phases of Integrated Mycotoxin Management System | |
|---|---|
|
Setting of regulatory limits |
Commodity surveys to identify contamination levels; Dietary intake surveys to regulate consumption levels; Toxicological data Assessment; Establishment of analytical technical knowledge; Feed stock availability based on specific regulatory limits. |
|
Creation of a monitoring programme |
Institution of a sampling plan: sample collection; test quota preparation; test quota analysis; Permitted procedures of mycotoxin-contaminated products. |
Crop phase Control |
GAP; GMP; Quality control. |
|
Specific decontamination actions |
Final product assessment; Term of use of treated product. |
|
Consumer education/producer training | |
Figure 3Crucial HACCP tasks for mycotoxin control in the feed chain (modified from FAO, 2001).
Managing mycotoxins in the feed chain: guide model of a HACCP plan.
| CCP | Hazard | Critical Limit | Preventive Action | Monitoring | Corrective Action | Records | Verification | |||
|---|---|---|---|---|---|---|---|---|---|---|
| Parameter | Method | Frequency | Responsable | |||||||
| Pre-harvest | Low soil moisture/plant stress | Lower limit of critical Aw | Irrigate | Soil moisture value | Weekly on Tuesday morning | Agronomist | Supplementary irrigation | Soil moisture | State of plants | |
| Insufficient soil nutrients | N,P,K applications | Fertilise | Fertilizer application | As recommended for hybrid | Agronomist | Additional fertilizer | Amounts and type of fertilize | State of plants | ||
| Insect attack | Insect population within accettable limits | Integrated pest management plan | Visual inspection and sample | Weekly | Agronomist | Apply pestice in accordance with IPM plan | Results of the monitoring | State of plants | ||
| Harvest | Damage kernel | Moisture content <14% | Harvest when kernels are dry | Measure grain moisture | Prior to harvest | Farmer/ | Postpone harvest till kernels properly dried | Grain moisture | Visual inspection/analyses of raw materials | |
| Storage | Excessive moisture content | Moisture content <14% | Do not store until kernels dry | Measure grain moisture | Immediately prior to storage | Commodity quality assistant | Dry mechanically | Grain moisture | Analysis | |
| Insect attack | Inspection protocols show no evidence of insect or rodent infestation | IPM plan | Visual inspection | Weekly | Mill operators | Follow IPM plan for pest control method | Visual inspection | Analysis results | ||
| High humidity and temperature | Temperature and humidity within limits recommended in industry literature | Aerate grain to control temperature and humidity | Measure humidity, temperature and airflow | Daily during storage | Mill operators | Adjust aeration- time, or airflow to achieve desidered temperature and humidity | Humidity, temeperature and airflow | Authomatic monitoring systems | ||
| Feed mill | Increase of myctoxin levels in mixer phase | mixer cleaning mycotoxin levels | Controlling mixer cleaning and way of frequency | ppb | ELISA and UV | Before every mixing process | Feed quality assistant | Changing the time and method of cleaning | Cleaning and disinfection register form | Cleaning, analysis results |
| Increased myctoxin levels in Cooler | The heat of feed should be at most 5 °C more than environment heat | Increasing empting time of the cooler; decreasing the capacity of pellet; controlling the heat levels of the cooler | °C | Thermometer | Daily | Foremen | Mixing with cold feed, keeping a backup cooler | Cooler heat follow form | Measuring heat during cooling process | |
| Livestock production | Increase of mycotoxins levels | Temperature, cleaning | Feeding silo cleaning, climate and insect/rodent control | °C, ppb | Thermometer, ELISA | Before every entering livestock, daily, weekly | Farmers, Livestock keeper | Dietary manipulation, on-farm management strategies, use of binding agents | Live activity form | Cleaning and disinfection results, analises of animal products |
Mycotoxin conventional prevention and decontamination strategies applied in the feed chain.
| Feed Cycle Phases | Strategies | References |
|---|---|---|
| Pre-harvest prevention |
Application of GAP and improved soil cultivation practices: proper crop variety, crop rotation (e.g., wheat and legumes), ploughing, minimum tillage or no-tillage, weed control practices; Crop breeding/use of resistant varieties; Proper sowing date; Avoid stressors: adequate irrigation schedules, prevent pests attack enforcing insect control programmes; Using fungi controlling products (fungicides). | [ |
| Harvesting |
Timeliness to reduce moisture or water activity; Minimum mechanical damage; Check of crop clean-up and drying; Remove extraneous materials; Dry rapidly below 10% moisture and maintain at lower temperature. | [ |
| Storage |
Quality control at intake: grain entering storage must be proper condition of (moisture and disease levels, kernel entirety); Storage buildings suitability of, cleaning and sanitation limit the accumulation of dust which favours the mould development, make treatments according to ‘Plant Protection Product Manufacturers’ instructions, residues do not exceed authorised levels; Prevention of infestation into storage facilities by invertebrates and rodents and birds, including insect trapping, using fumigations such as phosphine or essential oils; Controlling and keep monitoring biotic factors (grain, bacteria, yeast, fungi) and Abiotic factors (water, air, temperature). Recommended internal humidity less than 17–20% (depending on the crops), Water activity inferior to 0.7; High CO2 and N2 levels and decreased O2 levels; Avoid temperature and humidity increase, reduction of condensation inside the storage structure (silo or warehouse); maintenance of storage conditions; Application of mould inhibitors (acidifiers such as organic acids, antioxidants, or essential oils) in combinations or individual organic acids (sorbic, propionic, acetic, and benzoic acids), salts of organic acids (potassium sorbate and calcium propionate) and copper sulphate; Grain aeration and grain movement, grain ventilation; Infrastructure needed to identify and rectify problems rapidly by lowering temperature; infected grains will need to be destined for a new use and not for feed production; Silos equipped with temperature monitoring and aerations systems can help to temperature control and condensation reduction; Silo-bags are recommended in the case of temporary hermetic storage when permanent facilities are not available in farms, they are a low-cost alternative. Correct handling of waste | [ |
| Feed mill operations |
Grain processing and testing prior to acquisition; Testing raw materials and all the ingredients; Frequent and regular cleaning of manufacture plants, feed-mill environment, operators, equipment and feed storage facilities; Processing/manufacturing operation monitored to maintain high quality product: regular manufacturing control procedures and enforcement programmes such as GMP, HACCP and standards; routine inspections; schedule samples and analysis, mycotoxin proficiency and testing program; turnaround time of stored grains; Physical methods: cleaning and aggressive/intensive sorting (air separators, sieves, gravity separators and indented cylinders, wet flotation, colour-sorting); dehulling; milling; separating the outer seed coat, or bran; Thermal methods: dry heating, superheated steam, extrusion cooking, non-ionizing and ionizing irradiation; Biological methods: bacteria, yeast, fungi, other eukaryotic microorganism with detoxification activities and catabolizing detoxifying enzymes and their coding genes, polypeptides such as chitosan; Avoid broken or cracked grains. | [ |
| Transportation |
Regular cleaning (vehicles and associated machinery) to prevent cross contamination and treatments with mould inhibitors, especially in “dead spots” areas; Treatment of raw materials with a mould inhibitor prior to transport in the case of long distances roads; | [ |
| Livestock production |
Using high-quality and selected feedstuffs; Test products and monitor mycotoxin levels in feed ingredients; Combining normal to high-quality feedstuff with low cost and quality/high mycotoxin contamination risk; Feeders on the animal farms must be cleaned periodically with periodic elimination of feed residues; Dietary manipulation: high nutrient levels, increasing antioxidant levels of the diets, increasing level of dietary selenium, increasing protein level, supplementing with vit C and E; On-farm management strategies: reducing the exposure time, target feeds to species/animals according to the permitted limits Preventing mycotoxin uptake by using feed additives: Binding agents: Inorganic: sodium calcium aluminosilicates such as phyllosilicates (smectites), tectosilicates (zeolites), activated coat, montmorillonite clays, bentonite; Organic: polysaccharide-beta glucans and MOS, yeast cell walls and live yeast Bio-transforming agents: bacteria, yeast, fungi, and enzymes degrading mycotoxin molecules in non-toxic metabolites. | [ |
Emerging mycotoxin detection/sorting techniques.
| Method | Feed Matrix | Advantages | Disadvantages | Reference |
|---|---|---|---|---|
| Detection techniques | ||||
| LFD—Lateral Flow Devices | Cereal and cereal-based foods, cereal grains | Rapid, no clean-up and expensive kit, user-freindly, no training required; | Semi-quantitative, cross-reactivity with correlated mycotoxins, verification required for extra matrices. | [ |
| FPIA—Flourescent Polarization Immuno-Assays | Cereals | Fast, no clean-up required, confirmed for DON in wheat. | Conflicting with ELISA or HPLC analyses, scarce sensitivity, cross-reactivity, matrix interference. | [ |
| Biosensors | Cereals | Rapid, no clean-up procedures. | Cross-reactivity with related mycotoxins, extract clean-up needed to improve sensitivity, variation in reproducibility and repeatability. | [ |
| Nano-biosensors | Feed | Rapid mycotoxin detection; | Further studies needed for existing applications; | [ |
| IR spectroscopy (FT-NIR and PCA; UV-vis spectroscopy; NIR-RS + MSM) | Wheat, maize | Rapid, non-destructive measurement, no extraction or clean-up, easy operation. | Expensive equipment, calibration model need validation, knowledge of statistical method, scarce sensitivity. | [ |
| MIP—Molecular Imprinted Polymer | Wheat | Low cost, stable, reusable. | Poor selectivity. | [ |
| MIR—Mid Infra-Red | Cereals | Short or no sample preparation, greater absorption bands than NIR, high specificity, few overlaps. | Scarce low concentrations sensitivity/accuracy, in quantitative analysis non-comparable to NIR, insensitive to some substances. | [ |
| Raman spectroscopy | Cereals | Narrow bands/few overlaps very high specific; good signal to noise ratio (SNR), short or no simple preparation, basically impervious to water, quick for complete analysis. | Weak raman effects: sensitive and higly improved instruments needed; inadequate for fluorescent samples, laser source can destroy samples, expensive experiment materials. | [ |
| HSI and Multispectral VIS-NIRS | Cereals | Inexpensive, non-destructive sample, quick, grain sorting device wich classify individual contaminated grains; separation of safe from infected cereals. | Big data: enhanced hardware, data pretreatments and effective chemometric algorithms needed; expensive tools. | [ |
| Quantitative NMR | Feed | Versatile technique with a broad range of applications: purity determination, metabolomic studies, multi-marker quantitation and quality control of samples. | Low sensitivity and spectral resolution, scarce time resolution, lack of selectivity/specificity limited quantification methods and lmited commercial software on the market. | [ |
| Omic tools (proteomic, genomic, metabolomics, transcriptomics) | Cereals and others crops | Real time solution in pre and post-harvesting; identifying mycotoxins species; evidencing plant–fungal interactions; climate change impact on mycotoxin prevalence; provide information about early stage mycotoxin production biomarkers. | Under development, databases development, early studies. | [ |
| Molecular techniques (PCR, FISH, DNA barcoding) | Wheat and maize | Development of mycotoxin genomes, better understanding the genes for biosynthetic production of mycotoxin. | More research needed for key genes of mycotoxin biosithesis and regulation factors including transcriptional regulation factors and environmental ones. | [ |
| Electronic nose | Cereals | Rapid and powerful for quality control, management and research; assessment of physicochemical features of secondary fungal metabolites; detection of volatile compounds. | Future work on the sensor materials and data analysis and better understanding in industrial need related to quality control and monitoring of feed processing. | [ |
| Electronic tongue | Cereals | Higly sensitive, selective, and low-cost method, it analize the liquids. | NF | [ |
| Aggregation-Induced Emission Dye | Wine-coffee | Specificity for OTA recognition; very effective application: on-site food contaminations detection/simple operation. | NF | [ |
| Antibodies | Food-Feed | Promising tool for the monitoring of food quality; involved in immunoassays. | Difficult to be expressed recombinantly and are susceptible to harsh environments. | [ |
| Nano-bodies | Food | Expressed easily in prokariot and eukariot expression systems, strong in extreme terms and easy to use as replacers for artificial antigens. | Critical assessment of their performance. | [ |
| Targeting peptides | Food | OTA peptide binding; reduce biosensor design cost, increase product life cycle, and semplify multi-analyte detection of mycotoxins. | NF | [ |
| Emerging Sorting methods | ||||
| Optical sorting systems | Cereals | Detecting fungal contamination of seeds, indicating visible damage or discoloration, chemical constituents. | Performance varied depending on the seed, its orientation, or geometry, extent of infestation or contamination, and thresholds used. | [ |
| Fluorescent spectroscopy | Cereals, oils | Quality and safety measurement for a variety of food and agricultural materials. | Strong dependence on autofluorescence of samples and on the intensity of incident light. | [ |
Figure 4Novel strategies for preventing livestock mycotoxin contamination.
Nanotechnologies in livestock production against mycotoxins.
| Ano-Technology | Matrix/Animal | Results | References |
|---|---|---|---|
| Nano-biopolimers | |||
| Yeast cell wall nano-biopolymer | Animal | Selectively bind adsorbable mycotoxins. | [ |
| Chitosan polymeric nanoparticles | Feed raw materials; animals | Simultaneous adsorption of diverse mycotoxins. | [ |
| Synthetic polymers | |||
| Polystyrene nanoparticles | Animal feed | Polyethylene glycol linker and mannose targeting biomolecule bond and degraded toxigenic fungi. | [ |
| Nano-clay binders | |||
| Nanoclays | Animal feed | Aflatoxin adsorbing agents; can bind and detoxify Aflatoxin B; | [ |
| Monmorillonite nanocomposite (MMN) | Poultry, food and feed products | Prevent aflatoxin toxicity and ameliorator of aflatoxicosis; adsorb ZEA in acqueos and organic solutions, commercially low cost product, high elimination effectiveness, flexible. | [ |
| Nanosilicate platelets (NSP) | Feed | Adsorbing agents fumonisins B1; in vitro model. | [ |
| Organimodified montmorillonites (OMNM) | Animal | Adsorbtion effects against AFB1 and OTA, finding it very safe and effective against different mycotoxins. | [ |
| Carbon nano-materials | |||
| Magnetic carbon nanocomposites | Poultry feed; animals | Set up from bagasse and alternative of granular adsorben carbon for reducing AFB1, efficient in the detoxification and degradation from gastrointenstinal segment of broiler chickens and exit no destructive effects. | [ |
| Modified nanodiamonds | Animal intestine; | Mycotoxins intestinal adsorbent; provide the chemical structures (e.g., hydroxylation, carboxylation, and hydrogenation) to allow the surface functionalization, supplying binding affinity to different mycotoxins; mycotoxin adsorbtion (i.e., OTA and AFB1) rely on the functional groups of the nanodiamond. | [ |
| Carbon nanotubes (CNTs) | single/multi-walled CNT applied for mycotoxin adsorption (trichothecenes, ZEN, and AFTs). | [ | |
| Magnetic graphene (MGO) | Palm kernel cake | MGO prepared by graphene oxide and iron oxide NPs, for mycotoxin adsorption. | [ |