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1.
Food Chem ; 353: 128718, 2021 Aug 15.
Article in English | MEDLINE | ID: mdl-33838431

ABSTRACT

Fraud in the food supply system will be exacerbated by shortages caused by climate change and COVID-19's impact. The dried herbs market exemplifies complex supply chains attractive to criminals seeking financial gain. Real-time remote testing is achievable through development of globally accessible chemometric models for portable near infrared devices, deployed throughout supply chains. This study describes building of models for detection of oregano adulteration, on portable near infrared devices, and comparison to a laboratory-based Fourier-Transform Infrared spectroscopy method. 33/34 portable devices were able to correctly classify 5 out of 6 samples successfully with all adulterated samples being correctly classified following the use of appropriate transferability pre-processing routines. The devices native setup shows limited ability to perform a true screening of oregano using the setup offered. However modifications to the setup could in the future offer a solution that facilitates fit-for-purpose real time detection of adulterated samples within the supply chain.


Subject(s)
Food Contamination/analysis , Origanum/chemistry , Laboratories , Spectroscopy, Fourier Transform Infrared/methods , Spectroscopy, Near-Infrared
2.
Talanta ; 222: 121533, 2021 Jan 15.
Article in English | MEDLINE | ID: mdl-33167241

ABSTRACT

This study assesses the application of a handheld, near infrared spectroscopy (NIRS) device, namely the NeoSpectra Micro, for the determination of oregano authenticity. Utilising a large sample set of oregano (n = 295) and potential adulterants of oregano (n = 109), models were developed and validated using SIMCA 15 software. The models demonstrated excellent predictability for the determination of authentic oregano and adulterant samples. The optimal model resulted in a 93.0% and 97.5% correct prediction for oregano and adulterants, respectively. Different standardisation approaches were assessed to determine model transferability to a second NIRS device. In the case of the second device, the best predictions were achieved with data that had not undergone any spectral standardisation (raw). Subsequently, the optimal model was able to correctly predict 90% of authentic oregano samples and 100% of the adulterant samples on the second device. This study demonstrates the potential of the device to be used as a simple, cost effective, reliable and handheld screening tool for the determination of oregano authenticity, at various stages of the food supply chain. It is believed that such forms of monitoring could be highly beneficial in other areas of food authenticity analysis to help combat the negative economical and health implications of food fraud.


Subject(s)
Food Contamination , Spectroscopy, Near-Infrared , Food Analysis , Food Chain , Food Contamination/analysis
3.
Spectrochim Acta A Mol Biomol Spectrosc ; 217: 147-154, 2019 Jun 15.
Article in English | MEDLINE | ID: mdl-30933778

ABSTRACT

Rice is the second most important food staple worldwide and the demand will continue to increase with the growth of the world population. As reports grow that frauds is prevalent in many supply chains there is the need for an effective and rapid technique for monitoring the authenticity and quality of rice. This study investigated the novel application of hand-held NIR spectrometry coupled to chemometric for the estimation of rice authenticity and quality in real time. A total of 520 rice samples from different quality grades (high quality, mid quality and low quality) and different countries (Ghana, Thailand, and Vietnam) of origin were used. Among the pre-processing methods used multiplicative scatter correction (MSC) was found to be superior. Principal component analysis (PCA) was used to extract relevant information from the spectral data set and the results showed that rice samples of different categories could be clearly clustered under the first three PCs using the MSC preprocessing method. The performance of K-nearest neighbor (KNN) revealed that for authentication of rice quality grades, the classification rate gave 91.62% and 91.81% in training set and prediction set respectively while identification rate based on different country of origin was 90.84% and 90.64% in both training set and prediction set respectively. For the differentiation of local rice from the imported, KNN and SVM all had 100% in both the training set and prediction set. These gives very strong evidence that hand-held spectrometry coupled with MSC-PCA-KNN could successfully be used to provide rapid and nondestructive classification of rice samples according to different quality grades, geographical origin and imported versus locally produced rice. This technique could enhance the work of quality control inspectors both from industry and regulatory perspectives for the rapid detection of rice integrity and fraud issues.


Subject(s)
Food Analysis/methods , Food Contamination/analysis , Oryza/chemistry , Spectroscopy, Near-Infrared/methods , Discriminant Analysis , Geography , Principal Component Analysis , Support Vector Machine
4.
Can J Diabetes ; 42(4): 437-441, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29284562

ABSTRACT

OBJECTIVES: To determine the impact of a diabetes nurse educator (DNE) on glycemic control in a multidisciplinary diabetes foot (MDF) clinic. METHODS: A prospective cohort trial to measure the impact of a DNE on glycemic control was conducted in an MDF clinic. Change in glycated hemoglobin (A1C) levels over time was measured against the percentage of patient visits (PPVs) accompanied by a glucose meter and/or diary. RESULTS: Increasing PPVs were significantly associated with decline in A1C levels in females. Every 10% increase in PPVs resulted in a 0.18% decrease in A1C levels (p<0.0001). To achieve a clinically important decrease of 1% in A1C levels, a 56% increase in PPVs was required. Increased A1C levels were significantly associated with higher baseline A1C levels (p<0.001) and increased hospital days for foot complications (p<0.0052). CONCLUSIONS: Regular, face-to-face contact with a DNE in an MDF clinic has a positive impact on glycemic control in females.


Subject(s)
Ambulatory Care Facilities , Blood Glucose/metabolism , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 2/blood , Diabetic Foot/nursing , Patient Education as Topic , Adult , Aged , Ambulatory Care Facilities/standards , Calibration , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/nursing , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/nursing , Diabetic Foot/blood , Female , Health Educators , Humans , Interdisciplinary Communication , Male , Middle Aged , Nurse's Role , Patient Education as Topic/standards , Workforce
5.
Anal Bioanal Chem ; 407(15): 4459-72, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25701420

ABSTRACT

Antimicrobial residues found to be present in milk can have both health and economic impacts. For these reasons, the widespread routine testing of milk is required. Due to delays with sample handling and test scheduling, laboratory-based tests are not always suited for making decisions about raw material intake and product release, especially when samples require shipping to a central testing facility. Therefore, rapid on-site screening tests that can produce results within a matter of minutes are required to facilitate rapid intake and product release processes. Such tests must be simple for use by non-technical staff. There is increasing momentum towards the development and implementation of multiplexing tests that can detect a range of important antimicrobial residues simultaneously. A simple in situ multiplexed planar waveguide device that can simultaneously detect chloramphenicol, streptomycin and desfuroylceftiofur in raw dairy milk, without sample preparation, has been developed. Samples are simply mixed with antibody prior to an aliquot being passed through the detection cartridge for 5 min before reading on a field-deployable portable instrument. Multiplexed calibration curves were produced in both buffer and raw milk. Buffer curves, for chloramphenicol, streptomycin and desfuroylceftiofur, showed linear ranges (inhibitory concentration (IC)20-IC80) of 0.1-0.9, 3-129 and 12-26 ng/ml, whilst linear range in milk was 0.13-0.74, 11-376 and 2-12 ng/ml, respectively, thus meeting European legislated concentration requirements for both chloramphenicol and streptomycin, in milk, without the need for any sample preparation. Desfuroylceftiofur-contaminated samples require only simple sample dilution to bring positive samples within the range of quantification. Assay repeatability and reproducibility were lower than 12 coefficient of variation (%CV), whilst blank raw milk samples (n = 9) showed repeatability ranging between 4.2 and 8.1%CV when measured on all three calibration curves. Graphical Abstract MBio SnapEsi reader and cartridge.


Subject(s)
Anti-Infective Agents/analysis , Cephalosporins/analysis , Chloramphenicol/analysis , Food Contamination/analysis , Milk/chemistry , Streptomycin/analysis , Animals , Anti-Bacterial Agents/analysis , Cattle , Food Analysis/economics , Food Analysis/methods , Limit of Detection , Reproducibility of Results , Time Factors
6.
Anal Bioanal Chem ; 405(8): 2535-44, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23338757

ABSTRACT

The safety of our food is an essential requirement of society. One well-recognised threat is that of chemical contamination of our food, where low-molecular-weight compounds such as biotoxins, drug residues and pesticides are present. Low-cost, rapid screening procedures are sought to discriminate the suspect samples from the population, thus selecting only these to be forwarded for confirmatory analysis. Many biosensor assays have been developed as screening tools in food contaminant analysis, but these tend to be electrochemical, fluorescence or surface plasmon resonance based. An alternative approach is the use of biolayer interferometry, which has become established in drug discovery and life science studies but is only now emerging as a potential tool in the analysis of food contaminants. A biolayer interferometry biosensor was assessed using domoic acid as a model compound. Instrument repeatability was tested by simultaneously producing six calibration curves showing replicate repeatability (n = 2) ranging from 0.1 to 6.5 % CV with individual concentration measurements (n = 12) ranging from 4.3 to 9.3 % CV, giving a calibration curve midpoint of 7.5 ng/ml (2.3 % CV (n = 6)). Reproducibility was assessed by producing three calibration curves on different days, giving a midpoint of 7.5 ng/ml (3.4 %CV (n = 3)). It was further shown, using assay development techniques, that the calibration curve midpoint could be adjusted from 10.4 to 1.9 ng/ml by varying assay parameters before the simultaneous construction of three calibration curves in matrix and buffer. Sensitivity of the assay compared favourably with previously published biosensor data for domoic acid.


Subject(s)
Biosensing Techniques/methods , Bivalvia/chemistry , Food Contamination/analysis , Interferometry/methods , Marine Toxins/analysis , Shellfish/analysis , Animals , Kainic Acid/analogs & derivatives , Kainic Acid/analysis
7.
Biosens Bioelectron ; 41: 96-102, 2013 Mar 15.
Article in English | MEDLINE | ID: mdl-22939510

ABSTRACT

A prototype fluorescent based biosensor has been developed for the antibody based detection of food related contaminants. Its performance was characterised and showed a typical antibody binding signal of 200-2000 mV, a short term noise of 9.1 mV, and baseline slope of -0.016 mV/s over 4h. Bulk signal detection repeatability (n=23) and reproducibility (n=3) were less than 2.4%CV. The biosensor detection unit was evaluated using two food related model systems proving its ability to monitor both binding using commercial products and inhibition through the development of an assay. This assay development potential was evaluated by observing the biosensor's performance whilst appraising several labelled antibody and glass slide configurations. The molecular interaction between biotin and an anti-biotin antibody was shown to be inhibited by 41% due to the presence of biotin in a sample. A food toxin (domoic acid) calibration curve was produced, with %CVs ranging from 2.7 to 7.8%, and a midpoint of approximately 17 ng/ml with further optimisation possible. The ultimate aim of this study was to demonstrate the working principles of this innovative biosensor as a potential portable tool with the opportunity of interchangeable assays. The biosensor design is applicable for the requirements of routine food contaminant analysis, with respect to performance, functionality and cost.


Subject(s)
Biosensing Techniques/instrumentation , Food Analysis/instrumentation , Food Contamination/analysis , Kainic Acid/analogs & derivatives , Spectrometry, Fluorescence/instrumentation , Biosensing Techniques/economics , Cost-Benefit Analysis , Equipment Design , Equipment Failure Analysis , Europe , Food Analysis/economics , Food Contamination/economics , Kainic Acid/analysis , Kainic Acid/economics , Reproducibility of Results , Sensitivity and Specificity , Spectrometry, Fluorescence/economics
8.
Health Expect ; 16(4): 351-61, 2013 Dec.
Article in English | MEDLINE | ID: mdl-21902772

ABSTRACT

AIMS: (i) To describe patient and public involvement (PPI) in a network promoting research in dementia and neurodegenerative diseases, in terms of activity at the different stages of the research cycle and within the different levels of the research network. (ii) To use case studies to try and answer the question: what benefits (if any) does PPI in research bring to the research process? BACKGROUND: PPI in health research is a central part of government policy, but the evidence base underpinning it needs strengthening. PPI allows exploration of feasibility, acceptability and relevance of hypotheses, assists in the precise definition of research questions and increases accrual to studies. However, the measurement of outcomes is methodologically difficult, because the impact of lay researchers may occur through team interactions and be difficult to untangle from the efforts of professional researchers. Opportunities for PPI in rapidly progressive diseases may be limited, and involvement of people with marked cognitive impairment is particularly challenging. DESIGN: (i) Description of PPI within the DeNDRoN network. (ii) Case studies of three research projects which asked for extra help from centrally organized PPI. RESULTS: PPI in research projects on the DeNDRoN portfolio may function at different levels, occurring at project, local research network and national level. Case studies of three research projects show different roles for PPI in research and different functions for centrally organized PPI, including contribution to remedial action in studies that are not recruiting to target, solving problems because of the complexity and sensitivity of the research topic, and linking researchers to PPI resources. DISCUSSION: The case studies suggest that centrally organized PPI can have 'diagnostic' and remedial functions in studies that are struggling to recruit and serve as reinforcement for study-level PPI in the complex and sensitive research topics that are typical in neurodegenerative diseases research. PPI may be actively sought by researchers, but the infrastructure of PPI is not yet so widespread in the research community that lay researchers are easy to find; a centrally organized PPI resource can assist in this situation.


Subject(s)
Biomedical Research/methods , Community Participation/methods , Dementia/therapy , Neurodegenerative Diseases/therapy , Patient Participation/methods , Alzheimer Disease/drug therapy , Biomedical Research/organization & administration , Donepezil , Humans , Indans/therapeutic use , Memantine/therapeutic use , Nootropic Agents/therapeutic use , Organizational Case Studies , Piperidines/therapeutic use
9.
Biosens Bioelectron ; 26(6): 3029-36, 2011 Feb 15.
Article in English | MEDLINE | ID: mdl-21185716

ABSTRACT

There is an increasing demand to develop biosensor monitoring devices capable of biomarker profiling for predicting animal adulteration and detecting multiple chemical contaminants or toxins in food produce. Surface plasmon resonance (SPR) biosensors are label free detection systems that monitor the binding of specific biomolecular recognition elements with binding partners. Essential to this technology are the production of biochips where a selected binding partner, antibody, biomarker protein or low molecular weight contaminant, is immobilised. A micro-fluidic immobilisation device allowing the covalent attachment of up to 16 binding partners in a linear array on a single surface has been developed for compatibility with a prototype multiplex SPR analyser. The immobilisation unit and multiplex SPR analyser were respectively evaluated in their ability to be fit-for-purpose for binding partner attachment and detection of high and low molecular weight molecules. The multiplexing capability of the dual technology was assessed using phycotoxin concentration analysis as a model system. The parent compounds of four toxin groups were immobilised within a single chip format and calibration curves were achieved. The chip design and SPR technology allowed the compartmentalisation of the binding interactions for each toxin group offering the added benefit of being able to distinguish between toxin families and perform concentration analysis. This model is particularly contemporary with the current drive to replace biological methods for phycotoxin screening.


Subject(s)
Microfluidic Analytical Techniques/instrumentation , Surface Plasmon Resonance/instrumentation , Animals , Antibodies, Immobilized , Equipment Design , Food Contamination/analysis , Humans , Molecular Weight , Proteins/analysis , Proteins/chemistry , Toxins, Biological/analysis , Toxins, Biological/chemistry , Water Pollutants, Chemical/analysis
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