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Arimboor R, Gopalan V, M SC, Bhaskaranpillai RA. Development and validation of extraction and clean-up procedures for UPLC-MS/MS analysis of aflatoxins in spices. Mycotoxin Res 2024:10.1007/s12550-024-00546-1. [PMID: 38990417 DOI: 10.1007/s12550-024-00546-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 06/29/2024] [Accepted: 07/03/2024] [Indexed: 07/12/2024]
Abstract
UPLC-MS/MS analytical conditions for the analysis of aflatoxins in spices were optimized and validated in this study. Liquid-liquid partition-based protocols for the cleaning up of extracts using common organic solvents such as acetonitrile, hexane, and ethyl acetate were developed and validated. The developed liquid-liquid partition methods were compared with immuno-affinity column and QuEChERS clean-up methods for the UPLC-MS/MS analysis of aflatoxins in 8 spices. The reduction of lipophilic components using the partition with hexane is particularly useful in spices like red pepper that have higher levels of fatty acids, carotenoids, sterols, triterpenoids, etc. The subsequent partitioning with ethyl acetate considerably reduced the matrix interference from the polar components and increased the sensitivity. The cleaning up of spice extracts using liquid-liquid partition techniques resulted in limits of quantification (LOQ) of 2-5 µgL-1 in UPLC-MS/MS analysis. Trueness, repeatability, and reproducibility of the methods were in acceptable ranges. The accuracy of the developed methods was further verified by analyzing aflatoxins in naturally incurred samples of spices and comparing the results with those obtained from the immuno-affinity column cleanup-HPLC-FD method.
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Affiliation(s)
- Ranjith Arimboor
- Spices Board Quality Evaluation Laboratory, SIPCOT, Gummidipoondi, Chennai, 601201, India.
| | - Venugopal Gopalan
- Spices Board Quality Evaluation Laboratory, SIPCOT, Gummidipoondi, Chennai, 601201, India
| | - Srilatha C M
- Spices Board Quality Evaluation Laboratory, Suganda Bhavan, Palarivattom, Cochin, 682025, India
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2
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Arimboor R. Metabolites and degradation pathways of microbial detoxification of aflatoxins: a review. Mycotoxin Res 2024; 40:71-83. [PMID: 38151634 DOI: 10.1007/s12550-023-00515-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 12/05/2023] [Accepted: 12/14/2023] [Indexed: 12/29/2023]
Abstract
The degradation of aflatoxins using nonpathogenic microbes and their enzymes is emerging as a safe and economical alternative to chemical and physical methods for the detoxification of aflatoxins in food and feeds. Many bacteria and fungi have been identified as aflatoxin degraders. This review is focused on the chemical identification of microbial degradation products and their degradation pathways. The microbial degradations of aflatoxins are initiated by oxidation, hydroxylation, reduction, or elimination reactions mostly catalyzed by various enzymes belonging to the classes of laccase, reductases, and peroxidases. The resulting products with lesser chemical stability further undergo various reactions to form low molecular weight products. Studies on the chemical and biological nature of degraded products of aflatoxins are necessary to ensure the safety of the decontamination process. This review indicated the need for an integrated approach including decontamination studies using culture media and food matrices, proper identification and toxicity profiling of degraded products of aflatoxins, and interactions of microbes and the degradation products with food matrices for developing practical and effective microbial detoxification process.
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Affiliation(s)
- Ranjith Arimboor
- Spices Board Quality Evaluation Laboratory, SIPCOT, Gummidipoondi, Chennai, 601201, India.
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3
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Liu S, Jiang S, Yao Z, Liu M. Aflatoxin detection technologies: recent advances and future prospects. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:79627-79653. [PMID: 37322403 DOI: 10.1007/s11356-023-28110-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 06/01/2023] [Indexed: 06/17/2023]
Abstract
Aflatoxins have posed serious threat to food safety and human health. Therefore, it is important to detect aflatoxins in samples rapidly and accurately. In this review, various technologies to detect aflatoxins in food are discussed, including conventional ones such as thin-layer chromatography (TLC), high performance liquid chromatography (HPLC), enzyme linked immunosorbent assay (ELISA), colloidal gold immunochromatographic assay (GICA), radioimmunoassay (RIA), fluorescence spectroscopy (FS), as well as emerging ones (e.g., biosensors, molecular imprinting technology, surface plasmon resonance). Critical challenges of these technologies include high cost, complex processing procedures and long processing time, low stability, low repeatability, low accuracy, poor portability, and so on. Critical discussion is provided on the trade-off relationship between detection speed and detection accuracy, as well as the application scenario and sustainability of different technologies. Especially, the prospect of combining different technologies is discussed. Future research is necessary to develop more convenient, more accurate, faster, and cost-effective technologies to detect aflatoxins.
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Affiliation(s)
- Shenqi Liu
- School of Ecology and Environment, Beijing Technology and Business University, Beijing, 100048, China
- State Environmental Protection Key Laboratory of Food Chain Pollution Control, Beijing Technology and Business University, Beijing, 100048, China
| | - Shanxue Jiang
- School of Ecology and Environment, Beijing Technology and Business University, Beijing, 100048, China
- State Environmental Protection Key Laboratory of Food Chain Pollution Control, Beijing Technology and Business University, Beijing, 100048, China
| | - Zhiliang Yao
- School of Ecology and Environment, Beijing Technology and Business University, Beijing, 100048, China.
- State Environmental Protection Key Laboratory of Food Chain Pollution Control, Beijing Technology and Business University, Beijing, 100048, China.
| | - Minhua Liu
- School of Ecology and Environment, Beijing Technology and Business University, Beijing, 100048, China
- State Environmental Protection Key Laboratory of Food Chain Pollution Control, Beijing Technology and Business University, Beijing, 100048, China
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4
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Benkerroum N, Ismail A. Human Breast Milk Contamination with Aflatoxins, Impact on Children's Health, and Possible Control Means: A Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16792. [PMID: 36554670 PMCID: PMC9779431 DOI: 10.3390/ijerph192416792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 12/08/2022] [Accepted: 12/12/2022] [Indexed: 06/17/2023]
Abstract
Aflatoxins are natural toxicants produced mainly by species of the Aspergillus genus, which contaminate virtually all feeds and foods. Apart from their deleterious health effects on humans and animals, they can be secreted unmodified or carried over into the milk of lactating females, thereby posing health risks to suckling babies. Aflatoxin M1 (AFM1) is the major and most toxic aflatoxin type after aflatoxin B1 (AFB1). It contaminates human breast milk upon direct ingestion from dairy products or by carry-over from the parent molecule (AFB1), which is hydroxylated in the liver and possibly in the mammary glands by cytochrome oxidase enzymes and then excreted into breast milk as AFM1 during lactation via the mammary alveolar epithelial cells. This puts suckling infants and children fed on this milk at a high risk, especially that their detoxifying activities are still weak at this age essentially due to immature liver as the main organ responsible for the detoxification of xenobiotics. The occurrence of AFM1 at toxic levels in human breast milk and associated health conditions in nursing children is well documented, with developing countries being the most affected. Different studies have demonstrated that contamination of human breast milk with AFM1 represents a real public health issue, which should be promptly and properly addressed to reduce its incidence. To this end, different actions have been suggested, including a wider and proper implementation of regulatory measures, not only for breast milk but also for foods and feeds as the upstream sources for breast milk contamination with AFM1. The promotion of awareness of lactating mothers through the organization of training sessions and mass media disclosures before and after parturition is of a paramount importance for the success of any action. This is especially relevant that there are no possible control measures to ensure compliance of lactating mothers to specific regulatory measures, which can yet be appropriate for the expansion of breast milk banks in industrialized countries and emergence of breast milk sellers. This review attempted to revisit the public health issues raised by mother milk contamination with AFM1, which remains undermined despite the numerous relevant publications highlighting the needs to tackle its incidence as a protective measure for the children physical and mental health.
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Affiliation(s)
- Noreddine Benkerroum
- Expertise Aliments Santé, Food Health Consultancy, 7450 Dollier Str., Montréal, QC H1S 2J6, Canada
| | - Amir Ismail
- Institute of Food Science and Nutrition, Bahauddin Zakariya University, Multan 60000, Pakistan
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5
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Njunge JM, Tickell K, Diallo AH, Sayeem Bin Shahid ASM, Gazi MA, Saleem A, Kazi Z, Ali S, Tigoi C, Mupere E, Lancioni CL, Yoshioka E, Chisti MJ, Mburu M, Ngari M, Ngao N, Gichuki B, Omer E, Gumbi W, Singa B, Bandsma R, Ahmed T, Voskuijl W, Williams TN, Macharia A, Makale J, Mitchel A, Williams J, Gogain J, Janjic N, Mandal R, Wishart DS, Wu H, Xia L, Routledge M, Gong YY, Espinosa C, Aghaeepour N, Liu J, Houpt E, Lawley TD, Browne H, Shao Y, Rwigi D, Kariuki K, Kaburu T, Uhlig HH, Gartner L, Jones K, Koulman A, Walson J, Berkley J. The Childhood Acute Illness and Nutrition (CHAIN) network nested case-cohort study protocol: a multi-omics approach to understanding mortality among children in sub-Saharan Africa and South Asia. Gates Open Res 2022; 6:77. [PMID: 36415883 PMCID: PMC9646488 DOI: 10.12688/gatesopenres.13635.2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/06/2022] [Indexed: 08/10/2023] Open
Abstract
Introduction: Many acutely ill children in low- and middle-income settings have a high risk of mortality both during and after hospitalisation despite guideline-based care. Understanding the biological mechanisms underpinning mortality may suggest optimal pathways to target for interventions to further reduce mortality. The Childhood Acute Illness and Nutrition (CHAIN) Network ( www.chainnnetwork.org) Nested Case-Cohort Study (CNCC) aims to investigate biological mechanisms leading to inpatient and post-discharge mortality through an integrated multi-omic approach. Methods and analysis; The CNCC comprises a subset of participants from the CHAIN cohort (1278/3101 hospitalised participants, including 350 children who died and 658 survivors, and 270/1140 well community children of similar age and household location) from nine sites in six countries across sub-Saharan Africa and South Asia. Systemic proteome, metabolome, lipidome, lipopolysaccharides, haemoglobin variants, toxins, pathogens, intestinal microbiome and biomarkers of enteropathy will be determined. Computational systems biology analysis will include machine learning and multivariate predictive modelling with stacked generalization approaches accounting for the different characteristics of each biological modality. This systems approach is anticipated to yield mechanistic insights, show interactions and behaviours of the components of biological entities, and help develop interventions to reduce mortality among acutely ill children. Ethics and dissemination. The CHAIN Network cohort and CNCC was approved by institutional review boards of all partner sites. Results will be published in open access, peer reviewed scientific journals and presented to academic and policy stakeholders. Data will be made publicly available, including uploading to recognised omics databases. Trial registration NCT03208725.
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Affiliation(s)
- James M. Njunge
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Kirkby Tickell
- Global Health and Epidemiology, University of Washington, Seattle, Seattle, USA
| | - Abdoulaye Hama Diallo
- Department of Public Health, Faculty of Health Sciences, University of Ouagadougou, Ouagadougou, Burkina Faso
| | | | - Md. Amran Gazi
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Ali Saleem
- Department of Pediatrics and Child Health, Aga Khan University Hospital, Karachi, Karachi, Pakistan
| | - Zaubina Kazi
- Department of Pediatrics and Child Health, Aga Khan University Hospital, Karachi, Karachi, Pakistan
| | - Syed Ali
- Department of Pediatrics and Child Health, Aga Khan University Hospital, Karachi, Karachi, Pakistan
| | - Caroline Tigoi
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Ezekiel Mupere
- Department of Paediatrics and Child Health, College of Health Sciences, Makerere University, Kampala, Uganda
| | | | - Emily Yoshioka
- Global Health and Epidemiology, University of Washington, Seattle, Seattle, USA
| | - Mohammod Jobayer Chisti
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Moses Mburu
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Moses Ngari
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Narshion Ngao
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Bonface Gichuki
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Elisha Omer
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Wilson Gumbi
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Benson Singa
- Kenya Medical Research Institute, Nairobi, Kenya
| | - Robert Bandsma
- Centre for Global Child Health, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Biomedical Sciences, University of Malawi College of Medicine, Blantyre, Malawi
| | - Tahmeed Ahmed
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Wieger Voskuijl
- Amsterdam UMC location, University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Centre for Global Child Health & Emma Children’s Hospital, Amsterdam, The Netherlands
| | - Thomas N. Williams
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Institute of Global Health Innovation, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Alex Macharia
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | | | | | | | | | | | - Rupasri Mandal
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - David S. Wishart
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Hang Wu
- School of Food Science and Nutrition, University of Leeds, Leeds, UK
| | - Lei Xia
- School of Food Science and Nutrition, University of Leeds, Leeds, UK
| | - Michael Routledge
- School of Food Science and Nutrition, University of Leeds, Leeds, UK
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang, China
| | - Yun Yun Gong
- School of Food Science and Nutrition, University of Leeds, Leeds, UK
| | - Camilo Espinosa
- Departments of Anesthesiology, Pain, and Perioperative Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Nima Aghaeepour
- Departments of Anesthesiology, Pain, and Perioperative Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Jie Liu
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Eric Houpt
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | | | | | - Yan Shao
- Wellcome Sanger Institute, Hinxton, UK
| | - Doreen Rwigi
- The Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Kevin Kariuki
- The Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Timothy Kaburu
- The Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Holm H. Uhlig
- Translational Gastroenterology Unit, John Radcliffe Hospital, University of Oxford, Oxford, UK
- Department of Paediatrics and Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Lisa Gartner
- Translational Gastroenterology Unit, John Radcliffe Hospital, University of Oxford, Oxford, UK
| | - Kelsey Jones
- Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
- Gastroenterology Department, Great Ormond Street Hospital for Children, London, UK
| | - Albert Koulman
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
- NIHR BRC Nutritional Biomarker Laboratory, University of Cambridge, Cambridge, UK
| | - Judd Walson
- Global Health and Epidemiology, University of Washington, Seattle, Seattle, USA
| | - James Berkley
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Center for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
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6
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Njunge JM, Tickell K, Diallo AH, Sayeem Bin Shahid ASM, Gazi MA, Saleem A, Kazi Z, Ali S, Tigoi C, Mupere E, Lancioni CL, Yoshioka E, Chisti MJ, Mburu M, Ngari M, Ngao N, Gichuki B, Omer E, Gumbi W, Singa B, Bandsma R, Ahmed T, Voskuijl W, Williams TN, Macharia A, Makale J, Mitchel A, Williams J, Gogain J, Janjic N, Mandal R, Wishart DS, Wu H, Xia L, Routledge M, Gong YY, Espinosa C, Aghaeepour N, Liu J, Houpt E, Lawley TD, Browne H, Shao Y, Rwigi D, Kariuki K, Kaburu T, Uhlig HH, Gartner L, Jones K, Koulman A, Walson J, Berkley J. The Childhood Acute Illness and Nutrition (CHAIN) network nested case-cohort study protocol: a multi-omics approach to understanding mortality among children in sub-Saharan Africa and South Asia. Gates Open Res 2022; 6:77. [PMID: 36415883 PMCID: PMC9646488 DOI: 10.12688/gatesopenres.13635.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/01/2022] [Indexed: 02/15/2024] Open
Abstract
Introduction: Many acutely ill children in low- and middle-income settings have a high risk of mortality both during and after hospitalisation despite guideline-based care. Understanding the biological mechanisms underpinning mortality may suggest optimal pathways to target for interventions to further reduce mortality. The Childhood Acute Illness and Nutrition (CHAIN) Network ( www.chainnnetwork.org) Nested Case-Cohort Study (CNCC) aims to investigate biological mechanisms leading to inpatient and post-discharge mortality through an integrated multi-omic approach. Methods and analysis; The CNCC comprises a subset of participants from the CHAIN cohort (1278/3101 hospitalised participants, including 350 children who died and 658 survivors, and 270/1140 well community children of similar age and household location) from nine sites in six countries across sub-Saharan Africa and South Asia. Systemic proteome, metabolome, lipidome, lipopolysaccharides, haemoglobin variants, toxins, pathogens, intestinal microbiome and biomarkers of enteropathy will be determined. Computational systems biology analysis will include machine learning and multivariate predictive modelling with stacked generalization approaches accounting for the different characteristics of each biological modality. This systems approach is anticipated to yield mechanistic insights, show interactions and behaviours of the components of biological entities, and help develop interventions to reduce mortality among acutely ill children. Ethics and dissemination. The CHAIN Network cohort and CNCC was approved by institutional review boards of all partner sites. Results will be published in open access, peer reviewed scientific journals and presented to academic and policy stakeholders. Data will be made publicly available, including uploading to recognised omics databases. Trial registration NCT03208725.
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Affiliation(s)
- James M. Njunge
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Kirkby Tickell
- Global Health and Epidemiology, University of Washington, Seattle, Seattle, USA
| | - Abdoulaye Hama Diallo
- Department of Public Health, Faculty of Health Sciences, University of Ouagadougou, Ouagadougou, Burkina Faso
| | | | - Md. Amran Gazi
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Ali Saleem
- Department of Pediatrics and Child Health, Aga Khan University Hospital, Karachi, Karachi, Pakistan
| | - Zaubina Kazi
- Department of Pediatrics and Child Health, Aga Khan University Hospital, Karachi, Karachi, Pakistan
| | - Syed Ali
- Department of Pediatrics and Child Health, Aga Khan University Hospital, Karachi, Karachi, Pakistan
| | - Caroline Tigoi
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Ezekiel Mupere
- Department of Paediatrics and Child Health, College of Health Sciences, Makerere University, Kampala, Uganda
| | | | - Emily Yoshioka
- Global Health and Epidemiology, University of Washington, Seattle, Seattle, USA
| | - Mohammod Jobayer Chisti
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Moses Mburu
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Moses Ngari
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Narshion Ngao
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Bonface Gichuki
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Elisha Omer
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Wilson Gumbi
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Benson Singa
- Kenya Medical Research Institute, Nairobi, Kenya
| | - Robert Bandsma
- Centre for Global Child Health, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Biomedical Sciences, University of Malawi College of Medicine, Blantyre, Malawi
| | - Tahmeed Ahmed
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Wieger Voskuijl
- Amsterdam UMC location, University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Centre for Global Child Health & Emma Children’s Hospital, Amsterdam, The Netherlands
| | - Thomas N. Williams
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Institute of Global Health Innovation, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Alex Macharia
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | | | | | | | | | | | - Rupasri Mandal
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - David S. Wishart
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Hang Wu
- School of Food Science and Nutrition, University of Leeds, Leeds, UK
| | - Lei Xia
- School of Food Science and Nutrition, University of Leeds, Leeds, UK
| | - Michael Routledge
- School of Food Science and Nutrition, University of Leeds, Leeds, UK
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang, China
| | - Yun Yun Gong
- School of Food Science and Nutrition, University of Leeds, Leeds, UK
| | - Camilo Espinosa
- Departments of Anesthesiology, Pain, and Perioperative Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Nima Aghaeepour
- Departments of Anesthesiology, Pain, and Perioperative Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Jie Liu
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Eric Houpt
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | | | | | - Yan Shao
- Wellcome Sanger Institute, Hinxton, UK
| | - Doreen Rwigi
- The Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Kevin Kariuki
- The Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Timothy Kaburu
- The Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Holm H. Uhlig
- Translational Gastroenterology Unit, John Radcliffe Hospital, University of Oxford, Oxford, UK
- Department of Paediatrics and Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Lisa Gartner
- Translational Gastroenterology Unit, John Radcliffe Hospital, University of Oxford, Oxford, UK
| | - Kelsey Jones
- Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
- Gastroenterology Department, Great Ormond Street Hospital for Children, London, UK
| | - Albert Koulman
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
- NIHR BRC Nutritional Biomarker Laboratory, University of Cambridge, Cambridge, UK
| | - Judd Walson
- Global Health and Epidemiology, University of Washington, Seattle, Seattle, USA
| | - James Berkley
- The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Center for Tropical Medicine and Global Health, University of Oxford, Oxford, UK
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7
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Ghantous A, Novoloaca A, Bouaoun L, Cuenin C, Cros MP, Xu Y, Hernandez-Vargas H, Darboe MK, Prentice AM, Moore SE, Gong YY, Herceg Z, Routledge MN. Aflatoxin Exposure during Early Life Is Associated with Differential DNA Methylation in Two-Year-Old Gambian Children. Int J Mol Sci 2021; 22:8967. [PMID: 34445674 PMCID: PMC8396526 DOI: 10.3390/ijms22168967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 06/25/2021] [Accepted: 07/29/2021] [Indexed: 11/17/2022] Open
Abstract
Background: DNA methylation is an epigenetic control mechanism that may be altered by environmental exposures. We have previously reported that in utero exposure to the mycotoxin and liver carcinogen aflatoxin B1 from the maternal diet, as measured using biomarkers in the mothers' blood, was associated with differential DNA methylation in white blood cells of 6-month-old infants from The Gambia. Methods: Here we examined aflatoxin B1-associated differential DNA methylation in white blood cells of 24-month-old children from the same population (n = 244), in relation to the child's dietary exposure assessed using aflatoxin albumin biomarkers in blood samples collected at 6, 12 and 18 months of age. HM450 BeadChip arrays were used to assess DNA methylation, with data compared to aflatoxin albumin adduct levels using two approaches; a continuous model comparing aflatoxin adducts measured in samples collected at 18 months to DNA methylation at 24 months, and a categorical time-dose model that took into account aflatoxin adduct levels at 6, 12 and 18 months, for comparison to DNA methylation at 24 months. Results: Geometric mean (95% confidence intervals) for aflatoxin albumin levels were 3.78 (3.29, 4.34) at 6 months, 25.1 (21.67, 29.13) at 12 months and 49.48 (43.34, 56.49) at 18 months of age. A number of differentially methylated CpG positions and regions were associated with aflatoxin exposure, some of which affected gene expression. Pathway analysis highlighted effects on genes involved with with inflammatory, signalling and growth pathways. Conclusions: This study provides further evidence that exposure to aflatoxin in early childhood may impact on DNA methylation.
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Affiliation(s)
- Akram Ghantous
- International Agency for Research on Cancer, 150, Cours Albert Thomas, 69372 Lyon, France; (A.G.); (A.N.); (L.B.); (C.C.); (M.-P.C.); (H.H.-V.); (Z.H.)
| | - Alexei Novoloaca
- International Agency for Research on Cancer, 150, Cours Albert Thomas, 69372 Lyon, France; (A.G.); (A.N.); (L.B.); (C.C.); (M.-P.C.); (H.H.-V.); (Z.H.)
| | - Liacine Bouaoun
- International Agency for Research on Cancer, 150, Cours Albert Thomas, 69372 Lyon, France; (A.G.); (A.N.); (L.B.); (C.C.); (M.-P.C.); (H.H.-V.); (Z.H.)
| | - Cyrille Cuenin
- International Agency for Research on Cancer, 150, Cours Albert Thomas, 69372 Lyon, France; (A.G.); (A.N.); (L.B.); (C.C.); (M.-P.C.); (H.H.-V.); (Z.H.)
| | - Marie-Pierre Cros
- International Agency for Research on Cancer, 150, Cours Albert Thomas, 69372 Lyon, France; (A.G.); (A.N.); (L.B.); (C.C.); (M.-P.C.); (H.H.-V.); (Z.H.)
| | - Ya Xu
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK;
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center, Sun-Yat Sen University, Guangzhou 510006, China
| | - Hector Hernandez-Vargas
- International Agency for Research on Cancer, 150, Cours Albert Thomas, 69372 Lyon, France; (A.G.); (A.N.); (L.B.); (C.C.); (M.-P.C.); (H.H.-V.); (Z.H.)
- Cancer Research Centre of Lyon (CRCL), Université de Lyon, 69008 Lyon, France
| | - Momodou K. Darboe
- MRC Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Boulevard, Fajara, Banjul P.O. Box 273, The Gambia; (M.K.D.); (A.M.P.); (S.E.M.)
| | - Andrew M. Prentice
- MRC Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Boulevard, Fajara, Banjul P.O. Box 273, The Gambia; (M.K.D.); (A.M.P.); (S.E.M.)
| | - Sophie E. Moore
- MRC Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Boulevard, Fajara, Banjul P.O. Box 273, The Gambia; (M.K.D.); (A.M.P.); (S.E.M.)
- Department of Women and Children’s Health, King’s College London, St Thomas’ Hospital, London SE1 7EH, UK
| | - Yun Yun Gong
- School of Food Science and Nutrition, University of Leeds, Leeds LS2 9JT, UK;
| | - Zdenko Herceg
- International Agency for Research on Cancer, 150, Cours Albert Thomas, 69372 Lyon, France; (A.G.); (A.N.); (L.B.); (C.C.); (M.-P.C.); (H.H.-V.); (Z.H.)
| | - Michael N. Routledge
- School of Medicine, University of Leeds, Leeds LS2 9JT, UK;
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
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