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Irizar H, Kanchan K, Mathias RA, Bunyavanich S. Advancing Food Allergy Through Omics Sciences. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. IN PRACTICE 2021; 9:119-129. [PMID: 32777389 PMCID: PMC7855623 DOI: 10.1016/j.jaip.2020.07.044] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 07/24/2020] [Indexed: 02/07/2023]
Abstract
Since the publication of the first draft of the human genome, there has been an explosion of new technologies with increasing power to interrogate the totality of biological molecules (eg, DNA, RNA, proteins, metabolites) and their modifications (eg, DNA methylation, histone modifications). These technologies, collectively called omics, have been widely applied in the last 2 decades to study biological systems to gain deeper insight into mechanisms driving the physiology and pathophysiology of human health and disease. Because of its complex, multifactorial nature, food allergy is especially well suited to be investigated using omics approaches. In this rostrum, we review how omic technologies have been applied to explore diverse aspects of food allergy, including adaptive and innate immune processes in food-allergic responses, the role of the microbiome in food allergy risk, metabolic changes in the gut and blood associated with food allergy, and the identification of biomarkers and potential therapeutic targets for the condition. We discuss the strengths and limitations of the studies performed thus far and the need to adopt systems biology approaches that integrate data from multiple omics to fully leverage the potential of these technologies to advance food allergy research and care.
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Affiliation(s)
- Haritz Irizar
- Division of Psychiatry, University College London, London, United Kingdom; Department of Genetics & Genomic Sciences and Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Kanika Kanchan
- Department of Medicine, Johns Hopkins University, Baltimore, Md
| | | | - Supinda Bunyavanich
- Department of Genetics & Genomic Sciences and Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY.
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52
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Liu JQ, Hu TY, Diao KY, Yu D, Song YN, Mo LH, Yang G, Liu ZQ, Liu ZG, Yang PC. Cold stress promotes IL-33 expression in intestinal epithelial cells to facilitate food allergy development. Cytokine 2020; 136:155295. [PMID: 32977238 DOI: 10.1016/j.cyto.2020.155295] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 08/23/2020] [Accepted: 09/08/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND The causative factors and pathogenesis of food allergy (FA) is not fully understood yet. Cold stress (CS) occurs frequently in human life that influences physiological activities in the body. In this study, we aimed to investigate the chronic CS (CS) effects on promoting the expression of IL-33 in intestinal epithelial cells. METHODS CS was carried out by placing mice at 4 °C for 1 h daily for 7 consecutive days. We developed a mouse model used to test the effects of CS on the FA development. RESULTS We found that, similar to conventional FA mouse model, CS induced the core body temperature to drop markedly in mice, increased intestinal epithelial barrier permeability and facilitated FA development. CS promoted interleukin (IL)-33 expression in intestinal epithelial cells through the adrenocorticotropic hormone (ACTH)/cortisol axis and via inducing the Il33 promoter methylation. CS facilitated the FA development in mice, that could be blocked by depletion of IL-33 expression in intestinal epithelial cells. CONCLUSIONS CS induces IL-33 expression in intestinal epithelial cells to promote Th2 polarization in the intestinal tissues and facilitates FA development.
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Affiliation(s)
- Jiang-Qi Liu
- Department of Allergy, Longgang ENT Hospital and Shenzhen ENT Institute, Shenzhen, China; Research Center of Allergy & Immunology, Shenzhen University School of Medicine, Shenzhen, China
| | - Tian-Yong Hu
- Department of Allergy, Longgang ENT Hospital and Shenzhen ENT Institute, Shenzhen, China; Research Center of Allergy & Immunology, Shenzhen University School of Medicine, Shenzhen, China
| | - Kai-Yuan Diao
- Department of Pediatric Otolaryngology, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Dian Yu
- Department of Allergy, Longgang ENT Hospital and Shenzhen ENT Institute, Shenzhen, China
| | - Yan-Nan Song
- Department of Allergy, Longgang ENT Hospital and Shenzhen ENT Institute, Shenzhen, China
| | - Li-Hua Mo
- Department of Allergy, Longgang ENT Hospital and Shenzhen ENT Institute, Shenzhen, China; Department of Pediatric Otolaryngology, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Gui Yang
- Department of Otolaryngology, Longgagn Central Hospital, Shenzhen, China
| | - Zhi-Qiang Liu
- Department of Allergy, Longgang ENT Hospital and Shenzhen ENT Institute, Shenzhen, China; Research Center of Allergy & Immunology, Shenzhen University School of Medicine, Shenzhen, China.
| | - Zhi-Gang Liu
- Department of Allergy, Longgang ENT Hospital and Shenzhen ENT Institute, Shenzhen, China.
| | - Ping-Chang Yang
- Department of Allergy, Longgang ENT Hospital and Shenzhen ENT Institute, Shenzhen, China; Guangdong Provincial Key Laboratory of Regional Immunity and Diseases, Shenzhen, China.
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53
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Patil SU, Bunyavanich S, Cecilia Berin M. Emerging Food Allergy Biomarkers. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. IN PRACTICE 2020; 8:2516-2524. [PMID: 32888527 PMCID: PMC7479640 DOI: 10.1016/j.jaip.2020.04.054] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 04/17/2020] [Accepted: 04/18/2020] [Indexed: 12/12/2022]
Abstract
The management of food allergy is complicated by the lack of highly predictive biomarkers for diagnosis and prediction of disease course. The measurement of food-specific IgE is a useful tool together with clinical history but is an imprecise predictor of clinical reactivity. The gold standard for diagnosis and clinical research is a double-blind placebo-controlled food challenge. Improvement in our understanding of immune mechanisms of disease, development of high-throughput technologies, and advances in bioinformatics have yielded a number of promising new biomarkers of food allergy. In this review, we will discuss advances in immunoglobulin measurements, the utility of the basophil activation test, T-cell profiling, and the use of -omic technologies (transcriptome, epigenome, microbiome, and metabolome) as biomarker tools in food allergy.
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Affiliation(s)
- Sarita U. Patil
- Food Allergy Center, Department of Pediatrics, Massachusetts General Hospital, Boston, MA 02114
- Center for Immunological and Inflammatory Diseases, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - Supinda Bunyavanich
- Jaffe Food Allergy Institute, Department of Pediatrics; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029
| | - M. Cecilia Berin
- Jaffe Food Allergy Institute, Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029
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54
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Poole A, Song Y, O'Sullivan M, Lee KH, Metcalfe J, Guo J, Brown H, Mullins B, Loh R, Zhang GB. Children with nut allergies have impaired gene expression of Toll-like receptors pathway. Pediatr Allergy Immunol 2020; 31:671-677. [PMID: 32173911 DOI: 10.1111/pai.13246] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 03/03/2020] [Accepted: 03/10/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Trends in food allergies prompted investigation into the underlying mechanisms. Genetic and epigenetic factors are of high interest, and, in particular, the interplay between genes relating to immune factors directly and indirectly involved in food allergy pathogenesis. We sought to determine potential links between gene expression and epigenetic factors relating to Toll-like receptor (TLR) pathways and childhood food allergies. METHODS In a cross-sectional study, samples from 80 children with and without food allergies were analysed for gene expression, DNA methylation and a range of immune factors relating to TLR pathways. TLR2, TLR4, CD14, IL5, IL13 and vitamin D were explored. RESULTS The importance of these immune factors appeared to vary between the different types of food allergies. Expression of TLR2 (P < .001), TLR4 (P = .014) and CD14 (P = .028) varied significantly between children with no food allergy, allergy to nuts and peanuts, and allergy to eggs. DNA methylation in the promoter regions of these genes had a significant association with gene expression. These trends persisted when subjects were stratified by nut allergy vs no nut allergy. Furthermore, TLR2 (P = .001) and CD14 (P = .007) expressions were significantly lower in children with food allergies when compared to those without. CONCLUSION Gene expression of TLR pathway genes was directly related to food allergy type, and DNA methylation had an indirect effect. TLR2 pathways are of significant interest in nut allergies.
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Affiliation(s)
- Ashlyn Poole
- School of Public Health, Curtin University, Bentley, WA, Australia.,Centre for Genetic Origins of Health and Disease, The University of Western Australia, Crawley, WA, Australia
| | - Yong Song
- School of Public Health, Curtin University, Bentley, WA, Australia.,Centre for Genetic Origins of Health and Disease, The University of Western Australia, Crawley, WA, Australia
| | - Michael O'Sullivan
- Department of Immunology, Princess Margaret Hospital for Children, Subiaco, WA, Australia
| | - Khui Hung Lee
- School of Public Health, Curtin University, Bentley, WA, Australia.,Centre for Genetic Origins of Health and Disease, The University of Western Australia, Crawley, WA, Australia
| | - Jessica Metcalfe
- Department of Immunology, Princess Margaret Hospital for Children, Subiaco, WA, Australia
| | - Jing Guo
- School of Public Health, Curtin University, Bentley, WA, Australia.,Centre for Genetic Origins of Health and Disease, The University of Western Australia, Crawley, WA, Australia
| | - Helen Brown
- School of Public Health, Curtin University, Bentley, WA, Australia
| | - Ben Mullins
- School of Public Health, Curtin University, Bentley, WA, Australia
| | - Richard Loh
- Department of Immunology, Princess Margaret Hospital for Children, Subiaco, WA, Australia
| | - Guicheng Brad Zhang
- School of Public Health, Curtin University, Bentley, WA, Australia.,Centre for Genetic Origins of Health and Disease, The University of Western Australia, Crawley, WA, Australia.,Curtin Health Innovation Research Institute, Curtin University, Bentley, WA, Australia
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55
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Lecamwasam AR, Mohebbi M, Ekinci EI, Dwyer KM, Saffery R. Identification of Potential Biomarkers of Chronic Kidney Disease in Individuals with Diabetes: Protocol for a Cross-sectional Observational Study. JMIR Res Protoc 2020; 9:e16277. [PMID: 32734931 PMCID: PMC7428908 DOI: 10.2196/16277] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 05/03/2020] [Accepted: 05/12/2020] [Indexed: 02/06/2023] Open
Abstract
Background The importance of identifying people with diabetes and progressive kidney dysfunction relates to the excess morbidity and mortality of this group. Rates of cardiovascular disease are much higher in people with both diabetes and kidney dysfunction than in those with only one of these conditions. By the time these people are identified in current clinical practice, proteinuria and renal dysfunction are already established, limiting the effectiveness of therapeutic interventions. The identification of an epigenetic or blood metabolite signature or gut microbiome profile may identify those with diabetes at risk of progressive chronic kidney disease, in turn providing targeted intervention to improve patient outcomes. Objective This study aims to identify potential biomarkers in people with diabetes and chronic kidney disease (CKD) associated with progressive renal injury and to distinguish between stages of chronic kidney disease. Three sources of biomarkers will be explored, including DNA methylation profiles in blood lymphocytes, the metabolomic profile of blood-derived plasma and urine, and the gut microbiome. Methods The cross-sectional study recruited 121 people with diabetes and varying stages (stages 1-5) of chronic kidney disease. Single-point data collection included blood, urine, and fecal samples in addition to clinical data such as anthropometric measurements and biochemical parameters. Additional information obtained from medical records included patient demographics, medical comorbidities, and medications. Results Data collection commenced in January 2018 and was completed in June 2018. At the time of submission, 121 patients had been recruited, and 119 samples remained after quality control. There were 83 participants in the early diabetes-associated CKD group with a mean estimated glomerular filtration rate (eGFR) of 61.2 mL/min/1.73 m2 (early CKD group consisting of stage 1, 2, and 3a CKD), and 36 participants in the late diabetic CKD group with a mean eGFR of 23.9 mL/min/1.73 m2 (late CKD group, consisting of stage 3b, 4, and 5), P<.001. We have successfully obtained DNA for methylation and microbiome analyses using the biospecimens collected via this protocol and are currently analyzing these results together with the metabolome of this cohort of individuals with diabetic CKD. Conclusions Recent advances have improved our understanding of the epigenome, metabolomics, and the influence of the gut microbiome on the incidence of diseases such as cancers, particularly those related to environmental exposures. However, there is a paucity of literature surrounding these influencers in renal disease. This study will provide insight into the fundamental understanding of the pathophysiology of CKD in individuals with diabetes, especially in novel areas such as epigenetics, metabolomics, and the kidney-gut axis. International Registered Report Identifier (IRRID) DERR1-10.2196/16277
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Affiliation(s)
- Ashani R Lecamwasam
- Epigenetics Research, Murdoch Children's Research Institute, Victoria, Australia.,Department of Endocrinology, Austin Health, Victoria, Australia.,School of Medicine, Faculty of Health, Deakin University, Victoria, Australia
| | | | - Elif I Ekinci
- Department of Endocrinology, Austin Health, Victoria, Australia.,Department of Medicine, The University of Melbourne, Victoria, Australia
| | - Karen M Dwyer
- School of Medicine, Faculty of Health, Deakin University, Victoria, Australia
| | - Richard Saffery
- Epigenetics Research, Murdoch Children's Research Institute, Victoria, Australia.,Department of Paediatrics, The University of Melbourne, Victoria, Australia
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56
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Shanthikumar S, Neeland MR, Maksimovic J, Ranganathan SC, Saffery R. DNA methylation biomarkers of future health outcomes in children. Mol Cell Pediatr 2020; 7:7. [PMID: 32642955 PMCID: PMC7343681 DOI: 10.1186/s40348-020-00099-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 06/25/2020] [Indexed: 11/10/2022] Open
Abstract
Biomarkers which predict future health outcomes are key to the goals of precision health. Such biomarkers do not have to be involved in the causal pathway of a disease, and their performance is best assessed using statistical tests of clinical performance and evaluation of net health impact. DNA methylation is the most commonly studied epigenetic process and represents a potential biomarker of future health outcomes. We review 25 studies in non-oncological paediatric conditions where DNA methylation biomarkers of future health outcomes are assessed. Whilst a number of positive findings have been described, the body of evidence is severely limited by issues with outcome measures, tissue-specific samples, accounting for sample cell type heterogeneity, lack of appropriate statistical testing, small effect sizes, limited validation, and no assessment of net health impact. Future studies should concentrate on careful study design to overcome these issues, and integration of DNA methylation data with other 'omic', clinical, and environmental data to generate the most clinically useful biomarkers of paediatric disease.
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Affiliation(s)
- Shivanthan Shanthikumar
- Respiratory and Sleep Medicine, Royal Children's Hospital, Flemington Road, Parkville, Melbourne, Victoria, 3052, Australia. .,Respiratory Diseases, Murdoch Children's Research Institute, Melbourne, Australia. .,Department of Paediatrics, The University of Melbourne, Melbourne, Australia.
| | - Melanie R Neeland
- Department of Paediatrics, The University of Melbourne, Melbourne, Australia.,Epigenetics, Murdoch Children's Research Institute, Melbourne, Australia
| | - Jovana Maksimovic
- Respiratory Diseases, Murdoch Children's Research Institute, Melbourne, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Australia.,Computational Biology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Sarath C Ranganathan
- Respiratory and Sleep Medicine, Royal Children's Hospital, Flemington Road, Parkville, Melbourne, Victoria, 3052, Australia.,Respiratory Diseases, Murdoch Children's Research Institute, Melbourne, Australia.,Department of Paediatrics, The University of Melbourne, Melbourne, Australia
| | - Richard Saffery
- Department of Paediatrics, The University of Melbourne, Melbourne, Australia.,Epigenetics, Murdoch Children's Research Institute, Melbourne, Australia
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57
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Forsberg A, Huoman J, Söderholm S, Bhai Mehta R, Nilsson L, Abrahamsson TR, Ernerudh J, Gustafsson M, Jenmalm MC. Pre- and postnatal Lactobacillus reuteri treatment alters DNA methylation of infant T helper cells. Pediatr Allergy Immunol 2020; 31:544-553. [PMID: 32150651 DOI: 10.1111/pai.13240] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 12/20/2019] [Accepted: 01/27/2020] [Indexed: 12/18/2022]
Abstract
BACKGROUND Perinatal childhood exposures, including probiotic supplementation, may affect epigenetic modifications and impact on immune maturation and allergy development. The aim of this study was to assess the effects of pre- and postnatal Lactobacillus reuteri supplementation on DNA methylation in relation to immune maturation and allergy development. METHODS DNA methylation patterns were investigated for allergy-related T helper subsets using a locus-specific method and at a genome-wide scale using the Illumina 450K array. From a randomised, double-blind, placebo-controlled allergy prevention trial with pre- and postnatal probiotic supplementation, CD4+ T helper cells were obtained at birth (from cord blood), and 12 and 24 months of age (total (placebo/probiotics); locus-specific method: CB = 32 (17/15), 12 months = 24 (9/15), 24 months = 35 (15/20); Illumina: CB = 19 (10/9), 12 months = 10 (6/4), 24 months = 19(11/8)). RESULTS Comparing probiotics to placebo, the greatest genome-wide differential DNA methylation was observed at birth, where the majority of sites were hypomethylated, indicating transcriptional accessibility in the probiotic group. Bioinformatic analyses, including network analyses, revealed a module containing 91 genes, enriched for immune-related pathways such as chemotaxis, PI3K-Akt, MAPK and TGF-β signalling. A majority of the module genes were associated with atopic manifestations (OR = 1.43, P = 2.4 × 10-6 ), and a classifier built on this model could predict allergy development (AUC = 0.78, P = 3.0 × 10e-3 ). Pathways such as IFN-γ signalling and T-cell activation were more hypermethylated at birth compared with later in life in both intervention groups over time, in line with DNA methylation patterns in the IFNG locus obtained by the locus-specific methodology. CONCLUSION Maternal L. reuteri supplementation during pregnancy alters DNA methylation patterns in CD4+ T cells towards enhanced immune activation at birth, which may affect immune maturation and allergy development.
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Affiliation(s)
- Anna Forsberg
- Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Johanna Huoman
- Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Simon Söderholm
- Division of Molecular Medicine and Virology, Department of Biomedical and Clinical Sciences, Wallenberg Centre for Molecular Medicine, Linköping University, Linköping, Sweden
| | - Ratnesh Bhai Mehta
- Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Lennart Nilsson
- Allergy Center, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Thomas R Abrahamsson
- Crown Princess Victoria's Child and Youth Hospital, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Jan Ernerudh
- Department of Clinical Immunology and Transfusion Medicine, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Mika Gustafsson
- Department of Physics, Chemistry and Biology, Bioinformatics, Linköping University, Linköping, Sweden
| | - Maria C Jenmalm
- Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
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58
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Imran S, Neeland MR, Shepherd R, Messina N, Perrett KP, Netea MG, Curtis N, Saffery R, Novakovic B. A Potential Role for Epigenetically Mediated Trained Immunity in Food Allergy. iScience 2020; 23:101171. [PMID: 32480123 PMCID: PMC7262566 DOI: 10.1016/j.isci.2020.101171] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 03/01/2020] [Accepted: 05/12/2020] [Indexed: 12/13/2022] Open
Abstract
The prevalence of IgE-mediated food allergy is increasing at a rapid pace in many countries. The association of high food allergy rates with Westernized lifestyles suggests the role of gene-environment interactions, potentially underpinned by epigenetic variation, in mediating this process. Recent studies have implicated innate immune system dysfunction in the development and persistence of food allergy. These responses are characterized by increased circulating frequency of innate immune cells and heightened inflammatory responses to bacterial stimulation in food allergic patients. These signatures mirror those described in trained immunity, whereby innate immune cells retain a “memory” of earlier microbial encounters, thus influencing subsequent immune responses. Here, we propose that a robust multi-omics approach that integrates immunological, transcriptomic, and epigenomic datasets, combined with well-phenotyped and longitudinal food allergy cohorts, can inform the potential role of trained immunity in food allergy.
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Affiliation(s)
- Samira Imran
- Murdoch Children's Research Institute, and Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Flemington Road, Parkville, VIC 3052, Australia
| | - Melanie R Neeland
- Murdoch Children's Research Institute, and Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Flemington Road, Parkville, VIC 3052, Australia
| | - Rebecca Shepherd
- Murdoch Children's Research Institute, and Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Flemington Road, Parkville, VIC 3052, Australia
| | - Nicole Messina
- Murdoch Children's Research Institute, and Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Flemington Road, Parkville, VIC 3052, Australia
| | - Kirsten P Perrett
- Murdoch Children's Research Institute, and Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Flemington Road, Parkville, VIC 3052, Australia; Department of Allergy and Immunology, Royal Children's Hospital, Melbourne, Australia
| | - Mihai G Netea
- Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands; Department for Genomics and Immunoregulation, Life and Medical Sciences Institute (LIMES), University of Bonn, Bonn, Germany
| | - Nigel Curtis
- Murdoch Children's Research Institute, and Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Flemington Road, Parkville, VIC 3052, Australia
| | - Richard Saffery
- Murdoch Children's Research Institute, and Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Flemington Road, Parkville, VIC 3052, Australia
| | - Boris Novakovic
- Murdoch Children's Research Institute, and Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Flemington Road, Parkville, VIC 3052, Australia.
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59
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Neeland MR, Andorf S, Manohar M, Dunham D, Lyu SC, Dang TD, Peters RL, Perrett KP, Tang MLK, Saffery R, Koplin JJ, Nadeau KC. Mass cytometry reveals cellular fingerprint associated with IgE+ peanut tolerance and allergy in early life. Nat Commun 2020; 11:1091. [PMID: 32107388 PMCID: PMC7046671 DOI: 10.1038/s41467-020-14919-4] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Accepted: 02/11/2020] [Indexed: 01/22/2023] Open
Abstract
IgE-mediated peanut allergic is common, often serious, and usually lifelong. Not all individuals who produce peanut-specific IgE will react upon consumption of peanut and can eat the food without adverse reactions, known as sensitized tolerance. Here, we employ high-dimensional mass cytometry to define the circulating immune cell signatures associated with sensitized tolerance and clinical allergy to peanut in the first year of life. Key features of clinical peanut allergic are increased frequency of activated B cells (CD19hiHLADRhi), overproduction of TNFα and increased frequency of peanut-specific memory CD4 T cells. Infants with sensitized tolerance display reduced frequency but hyper-responsive naive CD4 T cells and an increased frequency of plasmacytoid dendritic cells. This work demonstrates the utility and power of high-dimensional mass cytometry analysis to interrogate the cellular interactions that are associated with allergic sensitization and clinical food allergy in the first year of life.
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Affiliation(s)
- Melanie R Neeland
- Murdoch Children's Research Institute, Parkville, VIC, Australia. .,Department of Pediatrics, The University of Melbourne, Parkville, VIC, Australia.
| | - Sandra Andorf
- Sean N. Parker Center for Allergy and Asthma Research at Stanford University, Stanford, California, USA.,Divisions of Biomedical Informatics and Allergy & Immunology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Monali Manohar
- Sean N. Parker Center for Allergy and Asthma Research at Stanford University, Stanford, California, USA
| | - Diane Dunham
- Sean N. Parker Center for Allergy and Asthma Research at Stanford University, Stanford, California, USA
| | - Shu-Chen Lyu
- Sean N. Parker Center for Allergy and Asthma Research at Stanford University, Stanford, California, USA
| | - Thanh D Dang
- Murdoch Children's Research Institute, Parkville, VIC, Australia.,Department of Pediatrics, The University of Melbourne, Parkville, VIC, Australia
| | - Rachel L Peters
- Murdoch Children's Research Institute, Parkville, VIC, Australia.,Department of Pediatrics, The University of Melbourne, Parkville, VIC, Australia
| | - Kirsten P Perrett
- Murdoch Children's Research Institute, Parkville, VIC, Australia.,School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia
| | - Mimi L K Tang
- Murdoch Children's Research Institute, Parkville, VIC, Australia.,Department of Pediatrics, The University of Melbourne, Parkville, VIC, Australia
| | - Richard Saffery
- Murdoch Children's Research Institute, Parkville, VIC, Australia.,Department of Pediatrics, The University of Melbourne, Parkville, VIC, Australia
| | - Jennifer J Koplin
- Murdoch Children's Research Institute, Parkville, VIC, Australia.,Department of Pediatrics, The University of Melbourne, Parkville, VIC, Australia.,School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia
| | - Kari C Nadeau
- Sean N. Parker Center for Allergy and Asthma Research at Stanford University, Stanford, California, USA.
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60
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Kabesch M, Tost J. Recent findings in the genetics and epigenetics of asthma and allergy. Semin Immunopathol 2020; 42:43-60. [PMID: 32060620 PMCID: PMC7066293 DOI: 10.1007/s00281-019-00777-w] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Accepted: 12/22/2019] [Indexed: 12/16/2022]
Abstract
In asthma and allergy genetics, a trend towards a few main topics developed over the last 2 years. First, a number of studies have been published recently which focus on overlapping and/or very specific phenotypes: within the allergy spectrum but also reaching beyond, looking for common genetic traits shared between different diseases or disease entities. Secondly, an urgently needed focus has been put on asthma and allergy genetics in populations genetically different from European ancestry. This acknowledges that the majority of new asthma patients today are not white and asthma is a truly worldwide disease. In epigenetics, recent years have seen several large-scale epigenome-wide association studies (EWAS) being published and a further focus was on the interaction between the environment and epigenetic signatures. And finally, the major trends in current asthma and allergy genetics and epigenetics comes from the field of pharmacogenetics, where it is necessary to understand the susceptibility for and mechanisms of current asthma and allergy therapies while at the same time, we need to have scientific answers to the recent availability of novel drugs that hold the promise for a more individualized therapy.
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Affiliation(s)
- Michael Kabesch
- Department of Pediatric Pneumology and Allergy, St. Hedwig's Hospital of the order of St. John, University Children's Hospital Regensburg (KUNO), Steinmetzstr. 1-3, 93049, Regensburg, Germany.
| | - Jörg Tost
- Laboratory for Epigenetics and Environment, Centre National de Recherche en Génomique Humaine, CEA - Institut de Biologie François Jacob, 2 rue Gaston Crémieux, 91000, Evry, France
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61
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Chang C, Wu H, Lu Q. The Epigenetics of Food Allergy. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1253:141-152. [PMID: 32445094 DOI: 10.1007/978-981-15-3449-2_5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Christopher Chang
- Division of Pediatric Immunology and Allergy, Joe DiMaggio Children's Hospital, Hollywood, FL, 33021, USA.
- Division of Rheumatology, Allergy and Clinical Immunology, University of California Davis, Davis, CA, 95616, USA.
| | - Haijing Wu
- Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Qianjin Lu
- Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, Second Xiangya Hospital, Central South University, Changsha, Hunan, China
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Molloy J, Collier F, Saffery R, Allen KJ, Koplin JJ, Louise Ponsonby A, Tang MLK, Ward AC, Martino D, Burgner D, Carlin JB, Ranganathan S, Symeonedies C, Dwyer T, Vuillermin P. Folate levels in pregnancy and offspring food allergy and eczema. Pediatr Allergy Immunol 2020; 31:38-46. [PMID: 31566807 DOI: 10.1111/pai.13128] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Revised: 09/09/2019] [Accepted: 09/16/2019] [Indexed: 12/21/2022]
Abstract
BACKGROUND High folate status in pregnancy has been implicated in the increased prevalence of allergic disease, but there are no published data relating directly measured folate status in pregnancy to challenge-proven food allergy among offspring. The study aim was to examine the association between red blood cell (RBC) folate status in trimester three of pregnancy and allergic disease among offspring. METHODS Red blood cell folate levels were measured at 28-32 weeks' gestation in a prospective birth cohort (n = 1074). Food allergy outcomes were assessed in 1-year-old infants by skin prick testing and subsequent food challenge. Eczema was assessed by questionnaire and clinical review. High trimester three RBC folate was defined as greater than (>) 1360 nmol/L. Binomial regression was used to examine associations between trimester three RBC folate and allergic outcomes, adjusting for potential confounders. RESULTS Red blood cell folate levels were measured in 88% (894/1064) of pregnant women. The mean concentration was 1695.6 nmol/L (standard deviation 415.4) with 82% (731/894) >1360 nmol/L. There was no evidence of either linear or non-linear relationships between trimester three RBC folate and allergic outcomes, nor evidence of associations between high RBC folate and food allergy (adjusted risk ratio (aRR) 2.89, 95% CI 0.90-9.35), food sensitization (aRR 1.72, 95% CI 0.85-3.49), or eczema (aRR 0.97, 95% CI 0.67-1.38). CONCLUSION The majority of pregnant women in this study had high RBC folate levels. There was no evidence of associations between trimester three RBC folate and food allergy, food sensitization, or eczema among the offspring, although larger studies are required.
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Affiliation(s)
- John Molloy
- School of Medicine, Deakin University, Waurn Ponds, Victoria, Australia.,Child Health Research Unit, Barwon Health, Geelong, Victoria, Australia.,Murdoch Childrens Research Institute, Parkville, Victoria, Australia.,Centre for Food and Allergy Research, Parkville, Victoria, Australia
| | - Fiona Collier
- School of Medicine, Deakin University, Waurn Ponds, Victoria, Australia.,Child Health Research Unit, Barwon Health, Geelong, Victoria, Australia
| | - Richard Saffery
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia
| | - Katrina J Allen
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia.,Centre for Food and Allergy Research, Parkville, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia.,Department of Allergy and Immunology, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Jennifer J Koplin
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia.,Centre for Food and Allergy Research, Parkville, Victoria, Australia.,Centre for Epidemiology and Biostatistics, The University of Melbourne, Carlton, Victoria, Australia
| | - Anne Louise Ponsonby
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia.,Centre for Food and Allergy Research, Parkville, Victoria, Australia
| | - Mimi L K Tang
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia.,Centre for Food and Allergy Research, Parkville, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia.,Department of Allergy and Immunology, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Alister C Ward
- School of Medicine, Deakin University, Waurn Ponds, Victoria, Australia
| | - David Martino
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia.,Centre for Food and Allergy Research, Parkville, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - David Burgner
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia.,Department of Paediatrics, Monash University, Clayton, Victoria, Australia
| | - John B Carlin
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia.,Centre for Epidemiology and Biostatistics, The University of Melbourne, Carlton, Victoria, Australia
| | - Sarath Ranganathan
- Murdoch Childrens Research Institute, Parkville, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia.,Department of Respiratory Medicine, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Christos Symeonedies
- Child Health Research Unit, Barwon Health, Geelong, Victoria, Australia.,Murdoch Childrens Research Institute, Parkville, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - Terence Dwyer
- The George Institute for Global Health, University of Oxford, Oxford, UK
| | | | - Peter Vuillermin
- School of Medicine, Deakin University, Waurn Ponds, Victoria, Australia.,Child Health Research Unit, Barwon Health, Geelong, Victoria, Australia.,Murdoch Childrens Research Institute, Parkville, Victoria, Australia.,Centre for Food and Allergy Research, Parkville, Victoria, Australia
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63
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Estcourt MJ, Campbell DE, Gold MS, Richmond P, Allen KJ, Quinn HE, Marsh JA, Peters RL, Valerio C, Dai D, Waddington CS, Wood NJ, McIntyre PB, Holt PG, Snelling TL. Whole-Cell Pertussis Vaccination and Decreased Risk of IgE-Mediated Food Allergy: A Nested Case-Control Study. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE 2019; 8:2004-2014. [PMID: 31891824 DOI: 10.1016/j.jaip.2019.12.020] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 11/25/2019] [Accepted: 12/10/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND Rates of food allergy have increased markedly in Australia and other high- income countries in recent years. On the basis of ecological observations, and the known immunologic characteristics of whole-cell pertussis (wP) compared with acellular pertussis (aP) vaccines, we hypothesized that wP vaccination in infancy protects against the development of food allergy. OBJECTIVE To determine whether infants who receive wP in infancy were less likely to develop IgE-mediated food allergy than those who received aP. METHODS Retrospective cohort-nested case-control study of Australian children born in the period 1997 to 1999, the period of transition from using wP-containing to aP-containing vaccines. Children diagnosed with IgE-mediated food allergy were individually matched to 10 controls by date of birth, socioeconomic decile, and jurisdiction of birth. The odds ratio of vaccination with wP versus aP among cases and matched controls was calculated using conditional logistic regression. RESULTS The odds ratio of receiving the first dose as wP (rather than aP) among cases of food allergy compared with controls was 0.77 (95% CI, 0.62-0.95). The results of secondary analyses (any dose as wP vs aP-only, and wP-only vs aP-only) were broadly similar. CONCLUSIONS Australian infants who received wP vaccines were less likely to be diagnosed with food allergy in childhood than contemporaneous children who received aP vaccines. If a protective effect is confirmed in a randomized controlled trial, wP or mixed wP and aP vaccination schedules could form part of an effective strategy for combating the rise in food allergies.
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Affiliation(s)
- Marie J Estcourt
- Wesfarmers Centre of Vaccines & Infectious Diseases, Telethon Kids Institute, Nedlands, WA, Australia; School of Population and Global Health, University of Western Australia, Crawley, WA, Australia
| | - Dianne E Campbell
- Department of Allergy and Immunology, The Children's Hospital at Westmead, Westmead, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Michael S Gold
- School of Medicine, University of Adelaide, Women's and Children's Health Network, North Adelaide, SA, Australia
| | - Peter Richmond
- Wesfarmers Centre of Vaccines & Infectious Diseases, Telethon Kids Institute, Nedlands, WA, Australia; Division of Paediatrics, School of Medicine, University of Western Australia and Immunology Department, Perth Children's Hospital, Nedlands, WA, Australia
| | - Katrina J Allen
- Centre for Food and Allergy Research, Murdoch Children's Research Institute, Melbourne, VIC, Australia; University of Melbourne Department of Paediatrics, Royal Children's Hospital Melbourne, Melbourne, VIC, Australia
| | - Helen E Quinn
- National Centre for Immunisation Research and Surveillance, Kids Research, Sydney Children's Hospitals Network, Westmead, NSW, Australia; Discipline of Child and Adolescent Health, The University of Sydney Children's Hospital, Westmead Clinical School, Westmead, NSW, Australia
| | - Julie A Marsh
- Wesfarmers Centre of Vaccines & Infectious Diseases, Telethon Kids Institute, Nedlands, WA, Australia; School of Population and Global Health, University of Western Australia, Crawley, WA, Australia
| | - Rachel L Peters
- Centre for Food and Allergy Research, Murdoch Children's Research Institute, Melbourne, VIC, Australia; University of Melbourne Department of Paediatrics, Royal Children's Hospital Melbourne, Melbourne, VIC, Australia
| | - Carolina Valerio
- Department of Allergy and Immunology, The Children's Hospital at Westmead, Westmead, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Danyi Dai
- Department of Allergy and Immunology, The Children's Hospital at Westmead, Westmead, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Claire S Waddington
- Wesfarmers Centre of Vaccines & Infectious Diseases, Telethon Kids Institute, Nedlands, WA, Australia; Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Nicholas J Wood
- National Centre for Immunisation Research and Surveillance, Kids Research, Sydney Children's Hospitals Network, Westmead, NSW, Australia; Discipline of Child and Adolescent Health, The University of Sydney Children's Hospital, Westmead Clinical School, Westmead, NSW, Australia
| | - Peter B McIntyre
- National Centre for Immunisation Research and Surveillance, Kids Research, Sydney Children's Hospitals Network, Westmead, NSW, Australia; Discipline of Child and Adolescent Health, The University of Sydney Children's Hospital, Westmead Clinical School, Westmead, NSW, Australia
| | - Patrick G Holt
- Human Immunology, Telethon Kids Institute, Perth Children's Hospital, Nedlands, WA, Australia
| | - Thomas L Snelling
- Wesfarmers Centre of Vaccines & Infectious Diseases, Telethon Kids Institute, Nedlands, WA, Australia; School of Public Health, Curtin University, Bentley, WA, Australia.
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Assisted reproductive technologies are associated with limited epigenetic variation at birth that largely resolves by adulthood. Nat Commun 2019; 10:3922. [PMID: 31477727 PMCID: PMC6718382 DOI: 10.1038/s41467-019-11929-9] [Citation(s) in RCA: 75] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 07/30/2019] [Indexed: 12/22/2022] Open
Abstract
More than 7 million individuals have been conceived by Assisted Reproductive Technologies (ART) and there is clear evidence that ART is associated with a range of adverse early life outcomes, including rare imprinting disorders. The periconception period and early embryogenesis are associated with widespread epigenetic remodeling, which can be influenced by ART, with effects on the developmental trajectory in utero, and potentially on health throughout life. Here we profile genome-wide DNA methylation in blood collected in the newborn period and in adulthood (age 22–35 years) from a unique longitudinal cohort of ART-conceived individuals, previously shown to have no differences in health outcomes in early adulthood compared with non-ART-conceived individuals. We show evidence for specific ART-associated variation in methylation around birth, most of which occurred independently of embryo culturing. Importantly, ART-associated epigenetic variation at birth largely resolves by adulthood with no direct evidence that it impacts on development and health. Use of Assisted Reproductive Technologies (ART) is increasing globally but their impact on long term health remains unclear. Here the authors show that ART-conceived individuals show variation in epigenetic profile at birth that largely resolves by adulthood, with no evidence of an impact on long term outcomes.
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Cheng Z. The FoxO-Autophagy Axis in Health and Disease. Trends Endocrinol Metab 2019; 30:658-671. [PMID: 31443842 DOI: 10.1016/j.tem.2019.07.009] [Citation(s) in RCA: 136] [Impact Index Per Article: 27.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 07/02/2019] [Accepted: 07/08/2019] [Indexed: 12/21/2022]
Abstract
Autophagy controls cellular remodeling and quality control. Dysregulated autophagy has been implicated in several human diseases including obesity, diabetes, cardiovascular disease, neurodegenerative diseases, and cancer. Current evidence has revealed that FoxO (forkhead box class O) transcription factors have a multifaceted role in autophagy regulation and dysregulation. Nuclear FoxOs transactivate genes that control the formation of autophagosomes and their fusion with lysosomes. Independently of transactivation, cytosolic FoxO proteins induce autophagy by directly interacting with autophagy proteins. Autophagy is also controlled by FoxOs through epigenetic mechanisms. Moreover, FoxO proteins can be degraded directly or indirectly by autophagy. Cutting-edge evidence is reviewed that the FoxO-autophagy axis plays a crucial role in health and disease.
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Affiliation(s)
- Zhiyong Cheng
- Food Science and Human Nutrition Department, The University of Florida, Gainesville, FL 32611, USA.
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Fernandez A, Mills EC, Koning F, Moreno FJ. Safety Assessment of Immune-Mediated Adverse Reactions to Novel Food Proteins. Trends Biotechnol 2019; 37:796-800. [DOI: 10.1016/j.tibtech.2019.03.010] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 03/06/2019] [Accepted: 03/18/2019] [Indexed: 02/06/2023]
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Alag A. Machine learning approach yields epigenetic biomarkers of food allergy: A novel 13-gene signature to diagnose clinical reactivity. PLoS One 2019; 14:e0218253. [PMID: 31216310 PMCID: PMC6584060 DOI: 10.1371/journal.pone.0218253] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Accepted: 05/29/2019] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Current laboratory tests are less than 50% accurate in distinguishing between people who have food allergies (FA) and those who are merely sensitized to foods, resulting in the use of expensive and potentially dangerous Oral Food Challenges. This study presents a purely-computational machine learning approach, conducted using DNA Methylation (DNAm) data, to accurately diagnose food allergies and potentially find epigenetic targets for the disease. METHODS AND RESULTS An unbiased feature-selection pipeline was created that narrowed down 405,000+ potential CpG biomarkers to 18. Machine-learning models that utilized subsets of this 18-feature aggregate achieved perfect classification accuracy on completely hidden test cohorts (on an 8-fold hidden dataset). Ensemble classification was also shown to be effective for this High Dimension Low Sample Size (HDLSS) DNA methylation dataset. The efficacy of these machine learning classifiers and the 18 CpGs was further validated by their high accuracy on a large number of hidden data permutations, where the samples in the training, cross-validation, and hidden sets were repeatedly randomly allocated. The 18-CpG signature mapped to 13 genes, on which biological insights were collected. Notably, many of the FA-discriminating genes found in this study were strongly associated with the immune system, and seven of the 13 genes were previously associated with FA. CONCLUSIONS Previous studies have also created highly-accurate classifiers for this dataset, using both data-driven and a priori biological insights to construct a 96-CpG signature. This research builds on previous work because it uses a completely computational approach to obtain a perfect classification accuracy while using only 18 highly discriminating CpGs (0.005% of the total available features). In machine learning, simpler models, as used in this study, are generally preferred over more complex ones (other things being equal). Lastly, the completely data-driven methodology presented in this research eliminates the need for a priori biological information and allows for generalizability to other DNAm classification problems.
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Affiliation(s)
- Ayush Alag
- The Harker School, San Jose, CA, United States of America
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Abstract
PURPOSE OF REVIEW To familiarize the reader with the concept of precision medicine in food allergy by dealing with the current biomarkers for the diagnosis, prognosis, and management of the disease. RECENT FINDINGS Many efforts have been devoted in order to characterize reliable biomarkers able to identify specific phenotypes and endotypes in food allergy. Specific IgE (sIgE), sIgE/total IgE ratios, and T cell assays are just a few candidates that have been investigated over time. With the advent of omics sciences, a new era is commencing. A better understanding of pathogenesis of food allergy and mechanisms of action of the different therapeutic options will allow the accurate selection of the appropriate patient. In the near future, advances in technologies and data interpretation will allow a better understanding of the pathogenesis of food allergy and the identification of proper biomarkers for a personalized treatment tailored on the specific patient's profile.
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Affiliation(s)
- Antonella Muraro
- Department of Woman and Child Health, Referral Centre for Food Allergy Diagnosis and Treatment Veneto Region, University of Padua, Via Giustiniani 3, 35128, Padua, Italy.
| | - Stefania Arasi
- Allergy Unit, Bambino Gesù Children's Hospital, IRCCS, Piazza Sant'Onofrio 4, 00165, Rome, Italy
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