Early life origin of type 1 diabetes

Type 1 diabetes (T1D) is perceived as a chronic immune-mediated disease with a subclinical prodromal period characterized by selective loss of insulin-producing beta cells in the pancreatic islets in genetically susceptible subjects. The incidence of T1D has increased manifold in most developed countries after World War II in parallel with a series of other immune-mediated diseases. T1D results from gene-environmental interactions. The appearance of disease-associated autoantibodies into the peripheral circulation is the first detectable sign of the initiation of the disease process leading to clinical T1D. The first autoantibodies may appear already before the age of 6 months and the seroconversion rate peaks during the second year of life. This implies that exogenous factors involved in the pathogenesis of T1D must be operative in early life, some of them most likely already during pregnancy. Here, we discuss putative endogenous factors that may contribute to the development of T1D during fetal and early postnatal life. Many environmental factors operative in early life have been implicated in the pathogenesis of T1D, but relatively few have been firmly confirmed.

[1]  E. Bonifacio,et al.  Early infant feeding and risk of developing type 1 diabetes-associated autoantibodies. , 2003, JAMA.

[2]  J. Ilonen,et al.  Enterovirus RNA in Blood Is Linked to the Development of Type 1 Diabetes , 2010, Diabetes.

[3]  J. Tuomilehto,et al.  Differential Transmission of Type 1 Diabetes from Diabetic Fathers and Mothers to Their Offspring , 2006, Diabetes.

[4]  E. Bonifacio,et al.  Primary Dietary Intervention Study to Reduce the Risk of Islet Autoimmunity in Children at Increased Risk for Type 1 Diabetes , 2011, Diabetes Care.

[5]  A. Ziegler,et al.  Human enterovirus infections in children at increased risk for type 1 diabetes: the Babydiet study , 2011, Diabetologia.

[6]  V. Tillmann,et al.  Standard of hygiene and immune adaptation in newborn infants. , 2014, Clinical immunology.

[7]  J. Ilonen,et al.  Rotavirus infections and development of diabetes‐associated autoantibodies during the first 2 years of life , 2002, Clinical and experimental immunology.

[8]  R. Lahesmaa,et al.  Early signs of disease in type 1 diabetes , 2016, Pediatric diabetes.

[9]  J. Ilonen,et al.  Maternal Enterovirus Infection as a Risk Factor for Type 1 Diabetes in the Exposed Offspring , 2012, Diabetes Care.

[10]  G. Sholler,et al.  Gregg's congenital rubella patients 60 years later , 2002, The Medical journal of Australia.

[11]  C. Bogardus,et al.  Effect of Paternal Diabetes on Pre-Diabetic Phenotypes in Adult Offspring , 2010, Diabetes Care.

[12]  Å. Lernmark,et al.  Genetic risk factors for type 1 diabetes , 2016, The Lancet.

[13]  L. Harrison,et al.  Evidence for Molecular Mimicry between Human T Cell Epitopes in Rotavirus and Pancreatic Islet Autoantigens , 2010, The Journal of Immunology.

[14]  J. Neu,et al.  Delivery mode shapes the acquisition and structure of the initial microbiota across multiple body habitats in newborns , 2011 .

[15]  H. Siljander,et al.  Predictive Characteristics of Diabetes-Associated Autoantibodies Among Children With HLA-Conferred Disease Susceptibility in the General Population , 2009, Diabetes.

[16]  J. Ilonen,et al.  Removal of Bovine Insulin From Cow's Milk Formula and Early Initiation of Beta-Cell Autoimmunity in the FINDIA Pilot Study. , 2012, Archives of pediatrics & adolescent medicine.

[17]  L. Kinnunen,et al.  Serum 25-hydroxyvitamin D level during early pregnancy and type 1 diabetes risk in the offspring , 2012, Diabetologia.

[18]  M. Rewers,et al.  Risk of Type 1 Diabetes Progression in Islet Autoantibody-Positive Children Can Be Further Stratified Using Expression Patterns of Multiple Genes Implicated in Peripheral Blood Lymphocyte Activation and Function , 2014, Diabetes.

[19]  Leonard C. Harrison,et al.  T-Cell Epitopes in Type 1 Diabetes Autoantigen Tyrosine Phosphatase IA-2: Potential for Mimicry with Rotavirus and Other Environmental Agents , 1998, Molecular medicine.

[20]  R. Rao,et al.  Maternal intake of vitamin D during pregnancy and risk of advanced beta cell autoimmunity and type 1 diabetes in offspring , 2011 .

[21]  Olli Simell,et al.  Innate Immune Activity Is Detected Prior to Seroconversion in Children With HLA-Conferred Type 1 Diabetes Susceptibility , 2014, Diabetes.

[22]  F. Le Vacon,et al.  Development of intestinal microbiota in infants and its impact on health. , 2013, Trends in microbiology.

[23]  J. Ilonen,et al.  Enterovirus infection as a risk factor for beta-cell autoimmunity in a prospectively observed birth cohort: the Finnish Diabetes Prediction and Prevention Study. , 2000, Diabetes.

[24]  J. Ilonen,et al.  Coxsackievirus B1 Is Associated With Induction of β-Cell Autoimmunity That Portends Type 1 Diabetes , 2014, Diabetes.

[25]  E. Gale,et al.  The prenatal environment and type 1 diabetes , 2013, Diabetologia.

[26]  J. Ilonen,et al.  Genetic, autoimmune, and clinical characteristics of childhood- and adult-onset type 1 diabetes. , 2000, Diabetes care.

[27]  O. Cinek,et al.  Maternal BMI Before Pregnancy, Maternal Weight Gain During Pregnancy, and Risk of Persistent Positivity for Multiple Diabetes-Associated Autoantibodies in Children With the High-Risk HLA Genotype , 2009, Diabetes Care.

[28]  M. Goldacre,et al.  Caesarean section is associated with an increased risk of childhood-onset type 1 diabetes mellitus: a meta-analysis of observational studies , 2008, Diabetologia.

[29]  J. She,et al.  Discovery and Validation of Serum Protein Changes in Type 1 Diabetes Patients Using High Throughput Two Dimensional Liquid Chromatography-Mass Spectrometry and Immunoassays* , 2011, Molecular & Cellular Proteomics.

[30]  R. Scharfmann Control of early development of the pancreas in rodents and humans: implications of signals from the mesenchyme , 2000, Diabetologia.

[31]  M. Rewers,et al.  Prospective study of enteroviral infections and development of beta-cell autoimmunity. Diabetes autoimmunity study in the young (DAISY). , 2003, Diabetes research and clinical practice.

[32]  Michael Q. Zhang,et al.  Integrative analysis of 111 reference human epigenomes , 2015, Nature.

[33]  M. Knip,et al.  Environmental triggers of type 1 diabetes. , 2012, Cold Spring Harbor perspectives in medicine.

[34]  A. Beyerlein,et al.  Infections in Early Life and Development of Type 1 Diabetes. , 2016, JAMA.

[35]  J. Ilonen,et al.  Natural history of beta-cell autoimmunity in young children with increased genetic susceptibility to type 1 diabetes recruited from the general population. , 2002, The Journal of clinical endocrinology and metabolism.

[36]  J. Ilonen,et al.  Patterns of β-Cell Autoantibody Appearance and Genetic Associations During the First Years of Life , 2013, Diabetes.

[37]  M. Goldacre,et al.  Birthweight and the risk of childhood-onset type 1 diabetes: a meta-analysis of observational studies using individual patient data , 2010, Diabetologia.

[38]  C. de Beaufort,et al.  Birth order and childhood type 1 diabetes risk: a pooled analysis of 31 observational studies. , 2011, International journal of epidemiology.

[39]  Ronald J Moore,et al.  Application of proteomics in the discovery of candidate protein biomarkers in a diabetes autoantibody standardization program sample subset. , 2008, Journal of proteome research.

[40]  John A. Todd,et al.  Genetics of Type 1 Diabetes: What's Next? , 2010, Diabetes.

[41]  L. Harrison,et al.  Type 1 diabetes: a disease of developmental origins , 2017, Pediatric diabetes.

[42]  Olli Simell,et al.  Gut Microbiome Metagenomics Analysis Suggests a Functional Model for the Development of Autoimmunity for Type 1 Diabetes , 2011, PloS one.

[43]  Å. Lernmark,et al.  Decreased Cord-Blood Phospholipids in Young Age–at–Onset Type 1 Diabetes , 2013, Diabetes.

[44]  C. Patterson Rapid early growth is associated with increased risk of childhood type 1 diabetes in various European populations. , 2002, Diabetes care.

[45]  J. Ilonen,et al.  The ‘Hygiene hypothesis’ and the sharp gradient in the incidence of autoimmune and allergic diseases between Russian Karelia and Finland , 2013, APMIS : acta pathologica, microbiologica, et immunologica Scandinavica.

[46]  E. Bonifacio,et al.  The 6 year incidence of diabetes-associated autoantibodies in genetically at-risk children: the TEDDY study , 2015, Diabetologia.

[47]  S. Virtanen,et al.  Early introduction of dairy products associated with increased risk of IDDM in Finnish children. The Childhood in Diabetes in Finland Study Group. , 1993 .

[48]  Qibin Zhang,et al.  Serum proteomics reveals systemic dysregulation of innate immunity in type 1 diabetes , 2013, The Journal of experimental medicine.

[49]  M. Kenward,et al.  Maternal food consumption during pregnancy and risk of advanced β‐cell autoimmunity in the offspring , 2011, Pediatric Diabetes.

[50]  J. Stengård,et al.  Concordance for Type 1 (insulin-dependent) and Type 2 (non-insulin-dependent) diabetes mellitus in a population-based cohort of twins in Finland , 1992, Diabetologia.

[51]  R. Mackie,et al.  Developmental microbial ecology of the neonatal gastrointestinal tract. , 1999, The American journal of clinical nutrition.

[52]  S. Virtanen,et al.  Infant Feeding in Finnish Children <7 yr of Age With Newly Diagnosed IDDM , 1991, Diabetes Care.

[53]  J. Ilonen,et al.  Enterovirus antibody levels during the first two years of life in prediabetic autoantibody-positive children , 2001, Diabetologia.

[54]  M. Rewers,et al.  Enterovirus Infection and Progression From Islet Autoimmunity to Type 1 Diabetes , 2010, Diabetes.

[55]  E. Bonifacio,et al.  Autoantibody appearance and risk for development of childhood diabetes in offspring of parents with type 1 diabetes: the 2-year analysis of the German BABYDIAB Study. , 1999, Diabetes.

[56]  M. Kenward,et al.  Food consumption and advanced b cell autoimmunity in young children with HLA-conferred susceptibility to type 1 diabetes: a nested , 2012 .

[57]  M. Kenward,et al.  Food consumption and advanced β cell autoimmunity in young children with HLA-conferred susceptibility to type 1 diabetes: a nested case-control design. , 2012, The American journal of clinical nutrition.

[58]  A. Pugliese The multiple origins of Type 1 diabetes , 2013, Diabetic medicine : a journal of the British Diabetic Association.

[59]  N. Keiding,et al.  Broad-Spectrum Antibiotic Treatment and Subsequent Childhood Type 1 Diabetes: A Nationwide Danish Cohort Study , 2016, PloS one.

[60]  L. Morelli,et al.  Cesarean delivery may affect the early biodiversity of intestinal bacteria. , 2008, The Journal of nutrition.

[61]  H. Chase,et al.  Nutritional Intervention to Prevent (NIP) Type 1 Diabetes A Pilot Trial , 2009 .

[62]  J. Ilonen,et al.  Detection of enteroviruses in stools precedes islet autoimmunity by several months: possible evidence for slowly operating mechanisms in virus-induced autoimmunity , 2017, Diabetologia.

[63]  M. Knip,et al.  Developing a vaccine for Type 1 diabetes through targeting enteroviral infections , 2014, Expert review of vaccines.

[64]  J. Ilonen,et al.  Prevalence and characteristics of diabetes among Somali children and adolescents living in Helsinki, Finland , 2012, Pediatric diabetes.

[65]  M. Kenward,et al.  Infant feeding, early weight gain, and risk of type 1 diabetes. Childhood Diabetes in Finland (DiMe) Study Group. , 1999, Diabetes care.

[66]  P. Jenum,et al.  Serum long chain n‐3 fatty acids (EPA and DHA) in the pregnant mother are independent of risk of type 1 diabetes in the offspring , 2012, Diabetes/metabolism research and reviews.

[67]  Olli Simell,et al.  Serum Proteomes Distinguish Children Developing Type 1 Diabetes in a Cohort With HLA-Conferred Susceptibility , 2015, Diabetes.

[68]  C. Beaufort The EURODIAB Substudy 2 Study Group Vitamin D supplement in early childhood and risk for Type I (insulin-dependent) diabetes mellitus , 1999 .

[69]  J. Ilonen,et al.  Cord Serum Lipidome in Prediction of Islet Autoimmunity and Type 1 Diabetes , 2013, Diabetes.

[70]  H. Siljander,et al.  Early childhood infections precede development of beta‐cell autoimmunity and type 1 diabetes in children with HLA‐conferred disease risk , 2018, Pediatric diabetes.

[71]  J. Ilonen,et al.  Humoral beta-cell autoimmunity is rare in patients with the congenital rubella syndrome. , 2003, Clinical and experimental immunology.

[72]  E. Bonifacio,et al.  Cesarean Section and Interferon-Induced Helicase Gene Polymorphisms Combine to Increase Childhood Type 1 Diabetes Risk , 2011, Diabetes.

[73]  J. Ilonen,et al.  Serum 25-Hydroxyvitamin D Concentrations in Children Progressing to Autoimmunity and Clinical Type 1 Diabetes. , 2016, The Journal of clinical endocrinology and metabolism.

[74]  A. Ponsonby,et al.  Cord blood monocyte–derived inflammatory cytokines suppress IL-2 and induce nonclassic “TH2-type” immunity associated with development of food allergy , 2016, Science Translational Medicine.

[75]  G. Eisenbarth,et al.  Genetic Epidemiology of Type 1 Diabetes , 2008 .

[76]  M. Kenward,et al.  Relationship of maternal weight status and weight gain rate during pregnancy to the development of advanced beta cell autoimmunity in the offspring: a prospective birth cohort study , 2011, Pediatric diabetes.

[77]  P. Jenum,et al.  Maternal Serum Levels of 25-Hydroxy-Vitamin D During Pregnancy and Risk of Type 1 Diabetes in the Offspring , 2011, Diabetes.

[78]  A. Hämäläinen,et al.  Cow's milk formula feeding induces primary immunization to insulin in infants at genetic risk for type 1 diabetes. , 1999, Diabetes.

[79]  Jennifer C. Drew,et al.  Toward defining the autoimmune microbiome for type 1 diabetes , 2011, The ISME Journal.

[80]  M. Menser,et al.  High frequency of diabetes mellitus in young adults with congenital rubella. , 1971, Lancet.

[81]  G. Tapia,et al.  Self‐reported lower respiratory tract infections and development of islet autoimmunity in children with the type 1 diabetes high‐risk HLA genotype: the MIDIA study , 2011, Diabetes/metabolism research and reviews.

[82]  M. Rewers,et al.  Early Exposure to Cow's Milk and Solid Foods in Infancy, Genetic Predisposition, and Risk of IDDM , 1993, Diabetes.

[83]  G. Dahlquist,et al.  Maternal Enteroviral Infection During Pregnancy as a Risk Factor for ChildHood IDDM: A Population-Based Case-Control Study , 1995, Diabetes.

[84]  J. Ilonen,et al.  Fatty acid status in infancy is associated with the risk of type 1 diabetes-associated autoimmunity , 2017, Diabetologia.

[85]  M. Atkinson Timing of initial cereal exposure in infancy and risk of islet autoimmunity. , 2004, The Journal of pediatrics.

[86]  J. Ilonen,et al.  Expansion of CD4+CD25+FOXP3+ regulatory T cells in infants of mothers with type 1 diabetes , 2012, Pediatric diabetes.

[87]  Anders F. Andersson,et al.  Decreased gut microbiota diversity, delayed Bacteroidetes colonisation and reduced Th1 responses in infants delivered by Caesarean section , 2013, Gut.

[88]  P. Bingley,et al.  Trends in childhood type 1 diabetes incidence in Europe during 1989–2008: evidence of non-uniformity over time in rates of increase , 2012, Diabetologia.

[89]  E. Bonifacio,et al.  Elimination of dietary gluten does not reduce titers of type 1 diabetes-associated autoantibodies in high-risk subjects. , 2002, Diabetes care.

[90]  Eric S. Lander,et al.  Natural history of the infant gut microbiome and impact of antibiotic treatment on bacterial strain diversity and stability , 2015, Science Translational Medicine.

[91]  M. Knip,et al.  Environmental Determinants: The Role of Viruses and Standard of Hygiene , 2008 .

[92]  P. Bingley,et al.  The rising incidence of childhood type 1 diabetes and reduced contribution of high-risk HLA haplotypes , 2004, The Lancet.

[93]  M G Kenward,et al.  Obesity, increased linear growth, and risk of type 1 diabetes in children. , 2000, Diabetes care.

[94]  Tero Aittokallio,et al.  Early suppression of immune response pathways characterizes children with prediabetes in genome-wide gene expression profiling. , 2010, Journal of autoimmunity.

[95]  J. Ilonen,et al.  Humoral β‐cell autoimmunity is rare in patients with the congenital rubella syndrome , 2003 .

[96]  J. Ilonen,et al.  Temporal changes in the frequencies of HLA genotypes in patients with Type 1 diabetes—indication of an increased environmental pressure? , 2003, Diabetologia.

[97]  Olli Simell,et al.  Bacteroides dorei dominates gut microbiome prior to autoimmunity in Finnish children at high risk for type 1 diabetes , 2014, Front. Microbiol..

[98]  D. Eizirik,et al.  Signalling danger: endoplasmic reticulum stress and the unfolded protein response in pancreatic islet inflammation , 2013, Diabetologia.

[99]  M. Rewers,et al.  The rising tide of childhood type 1 diabetes—what is the elusive environmental trigger? , 2004, The Lancet.

[100]  Olli Simell,et al.  Dysregulation of lipid and amino acid metabolism precedes islet autoimmunity in children who later progress to type 1 diabetes , 2008, The Journal of experimental medicine.

[101]  A. Hämäläinen,et al.  The first signs of beta-cell autoimmunity appear in infancy in genetically susceptible children from the general population: the Finnish Type 1 Diabetes Prediction and Prevention Study. , 2001, The Journal of clinical endocrinology and metabolism.

[102]  A. Krolewski,et al.  Differences in risk of insulin-dependent diabetes in offspring of diabetic mothers and diabetic fathers. , 1985, The New England journal of medicine.

[103]  C. de Beaufort,et al.  Maternal Age at Birth and Childhood Type 1 Diabetes: A Pooled Analysis of 30 Observational Studies , 2009, Diabetes.

[104]  H. Siljander,et al.  Role of humoral beta‐cell autoimmunity in type 1 diabetes , 2016, Pediatric diabetes.

[105]  R. Knight,et al.  Development of the human gastrointestinal microbiota and insights from high-throughput sequencing. , 2011, Gastroenterology.

[106]  J. Ilonen,et al.  A six‐fold gradient in the incidence of type 1 diabetes at the eastern border of Finland , 2005, Annals of medicine.

[107]  M. Knip Natural Course of Preclinical Type 1 Diabetes , 2004, Hormone Research in Paediatrics.

[108]  J. Ilonen,et al.  Dynamics of diabetes-associated autoantibodies in young children with human leukocyte antigen-conferred risk of type 1 diabetes recruited from the general population. , 2005, The Journal of clinical endocrinology and metabolism.

[109]  J. Orange,et al.  Variation in Microbiome LPS Immunogenicity Contributes to Autoimmunity in Humans , 2017, Pediatrics.

[110]  M. Kenward,et al.  Age at introduction of new foods and advanced beta cell autoimmunity in young children with HLA-conferred susceptibility to type 1 diabetes , 2006, Diabetologia.

[111]  A. Ziegler,et al.  No evidence for an association of coxsackie virus infections during pregnancy and early childhood with development of islet autoantibodies in offspring of mothers or fathers with type 1 diabetes. , 2001, Journal of autoimmunity.

[112]  J. Ilonen,et al.  Early seroconversion and rapidly increasing autoantibody concentrations predict prepubertal manifestation of type 1 diabetes in children at genetic risk , 2012, Diabetologia.

[113]  A. Beyerlein,et al.  Respiratory infections in early life and the development of islet autoimmunity in children at increased type 1 diabetes risk: evidence from the BABYDIET study. , 2013, JAMA pediatrics.

[114]  P. Magnus,et al.  Use of cod liver oil during pregnancy associated with lower risk of Type I diabetes in the offspring , 2000, Diabetologia.

[115]  S. Virtanen,et al.  Nutritional risk predictors of beta cell autoimmunity and type 1 diabetes at a young age. , 2003, The American journal of clinical nutrition.

[116]  L. C. Stene,et al.  Use of cod liver oil during the first year of life is associated with lower risk of childhood-onset type 1 diabetes: a large, population-based, case-control study. , 2003, The American journal of clinical nutrition.

[117]  E. Bonifacio,et al.  Seroconversion to multiple islet autoantibodies and risk of progression to diabetes in children. , 2013, JAMA.

[118]  M. Knip,et al.  Incidence of type 1 diabetes in Finland. , 2013, JAMA.

[119]  J. Ilonen,et al.  Short-term exclusive breastfeeding predisposes young children with increased genetic risk of Type I diabetes to progressive beta-cell autoimmunity , 2001, Diabetologia.

[120]  Olli Simell,et al.  Association of Early Exposure of Probiotics and Islet Autoimmunity in the TEDDY Study. , 2016, JAMA pediatrics.

[121]  M. Goran,et al.  Paternal body fat is a longitudinal predictor of changes in body fat in premenarcheal girls. , 2000, The American journal of clinical nutrition.

[122]  J. Petrosino,et al.  The Placenta Harbors a Unique Microbiome , 2014, Science Translational Medicine.

[123]  Elina Hyppönen,et al.  Intake of vitamin D and risk of type 1 diabetes: a birth-cohort study , 2001, The Lancet.

[124]  F. Ortis,et al.  Endoplasmic reticulum stress and the unfolded protein response in pancreatic islet inflammation. , 2016, Journal of molecular endocrinology.

[125]  J. Ilonen,et al.  Hydrolyzed infant formula and early β-cell autoimmunity: a randomized clinical trial. , 2014, JAMA.

[126]  L. Harrison,et al.  Association between rotavirus infection and pancreatic islet autoimmunity in children at risk of developing type 1 diabetes. , 2000, Diabetes.

[127]  H. Siljander,et al.  The role of the intestinal microbiota in type 1 diabetes mellitus , 2016, Nature Reviews Endocrinology.

[128]  J. Shield,et al.  A Case‐control Study of Environmental Factors Associated with Diabetes in the Under 5s , 1997, Diabetic medicine : a journal of the British Diabetic Association.

[129]  Oliver S. Burren,et al.  A Type I Interferon Transcriptional Signature Precedes Autoimmunity in Children Genetically at Risk for Type 1 Diabetes , 2014, Diabetes.

[130]  J. Neu Dietary Intervention in Infancy and Later Signs of Beta-Cell Autoimmunity , 2011 .

[131]  E. Bonifacio,et al.  Six months of gluten-free diet do not influence autoantibody titers, but improve insulin secretion in subjects at high risk for type 1 diabetes. , 2003, The Journal of clinical endocrinology and metabolism.

[132]  Tommi Vatanen,et al.  The dynamics of the human infant gut microbiome in development and in progression toward type 1 diabetes. , 2015, Cell host & microbe.

[133]  J. Clemente,et al.  Human gut microbiome viewed across age and geography , 2012, Nature.

[134]  J. Krischer,et al.  β cell death and dysfunction during type 1 diabetes development in at-risk individuals. , 2015, The Journal of clinical investigation.

[135]  M. Rewers,et al.  Omega-3 polyunsaturated fatty acid intake and islet autoimmunity in children at increased risk for type 1 diabetes. , 2007, JAMA.

[136]  M. Myers,et al.  Maternal diet during pregnancy and islet autoimmunity in offspring , 2008, Pediatric diabetes.

[137]  J. Hallas,et al.  Use of antibiotics in childhood and risk of Type 1 diabetes: a population‐based case–control study , 2017, Diabetic medicine : a journal of the British Diabetic Association.

[138]  O. Vaarala,et al.  Short duration of breast-feeding as a risk-factor for β-cell autoantibodies in 5-year-old children from the general population , 2007, British Journal of Nutrition.

[139]  P. Njølstad,et al.  Infant Feeding and Risk of Type 1 Diabetes in Two Large Scandinavian Birth Cohorts , 2017, Diabetes Care.

[140]  J. M. Norris,et al.  Height growth velocity, islet autoimmunity and type 1 diabetes development: the Diabetes Autoimmunity Study in the Young , 2009, Diabetologia.

[141]  M. Knip,et al.  Prediction of Type 1 Diabetes in the General Population , 2010, Diabetes Care.

[142]  Zhen-Ao Zhao,et al.  Paternally induced transgenerational inheritance of susceptibility to diabetes in mammals , 2014, Proceedings of the National Academy of Sciences.