Introducing the Endotype Concept to Address the Challenge of Disease Heterogeneity in Type 1 Diabetes.

Abstract:

:The clinical diagnosis of new-onset type 1 diabetes has, for many years, been considered relatively straightforward. Recently, however, there is increasing awareness that within this single clinical phenotype exists considerable heterogeneity: disease onset spans the complete age range; genetic susceptibility is complex; rates of progression differ markedly, as does insulin secretory capacity; and complication rates, glycemic control, and therapeutic intervention efficacy vary widely. Mechanistic and immunopathological studies typically show considerable patchiness across subjects, undermining conclusions regarding disease pathways. Without better understanding, type 1 diabetes heterogeneity represents a major barrier both to deciphering pathogenesis and to the translational effort of designing, conducting, and interpreting clinical trials of disease-modifying agents. This realization comes during a period of unprecedented change in clinical medicine, with increasing emphasis on greater individualization and precision. For complex disorders such as type 1 diabetes, the option of maintaining the "single disease" approach appears untenable, as does the notion of individualizing each single patient's care, obliging us to conceptualize type 1 diabetes less in terms of phenotypes (observable characteristics) and more in terms of disease endotypes (underlying biological mechanisms). Here, we provide our view on an approach to dissect heterogeneity in type 1 diabetes. Using lessons from other diseases and the data gathered to date, we aim to delineate a roadmap through which the field can incorporate the endotype concept into laboratory and clinical practice. We predict that such an effort will accelerate the implementation of precision medicine and has the potential for impact on our approach to translational research, trial design, and clinical management.

journal_name

Diabetes Care

journal_title

Diabetes care

authors

Battaglia M,Ahmed S,Anderson MS,Atkinson MA,Becker D,Bingley PJ,Bosi E,Brusko TM,DiMeglio LA,Evans-Molina C,Gitelman SE,Greenbaum CJ,Gottlieb PA,Herold KC,Hessner MJ,Knip M,Jacobsen L,Krischer JP,Long SA,Lundgren M

doi

10.2337/dc19-0880

subject

Has Abstract

pub_date

2020-01-01 00:00:00

pages

5-12

issue

1

eissn

0149-5992

issn

1935-5548

pii

dc19-0880

journal_volume

43

pub_type

杂志文章
  • Macroalbuminuria and renal pathology in First Nation youth with type 2 diabetes.

    abstract:OBJECTIVE:To determine the prevalence of macroalbuminuria and to describe the clinical and renal pathological changes associated with macroalbuminuria in a population of Canadian First Nation children and adolescents with type 2 diabetes. RESEARCH DESIGN AND METHODS:We conducted a retrospective chart review at a singl...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc08-1828

    authors: Sellers EA,Blydt-Hansen TD,Dean HJ,Gibson IW,Birk PE,Ogborn M

    更新日期:2009-05-01 00:00:00

  • Diabetes and impaired fasting glycemia in the tribes of Khagrachari hill tracts of Bangladesh.

    abstract:OBJECTIVE:To determine the prevalence of type 2 diabetes and impaired fasting glycemia (IFG) in a tribal population of Bangladesh. RESEARCH DESIGN AND METHODS:A cluster sampling of 1,287 tribal subjects of age > or =20 years was investigated. They live in a hilly area of Khagrachari in the far northeast of Bangladesh....

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/diacare.27.5.1054

    authors: Abu Sayeed M,Mahtab H,Akter Khanam P,Abul Ahsan K,Banu A,Rashid AN,Azad Khan AK

    更新日期:2004-05-01 00:00:00

  • Risk factors for the development of type II diabetes among men enrolled in the usual care group of the Multiple Risk Factor Intervention Trial.

    abstract:OBJECTIVE:To study the association between selected risk factors and the subsequent incidence of type II diabetes over a 5-yr period. RESEARCH DESIGN AND METHODS:Between 1973 and 1976, a cohort of men from 22 clinical centers throughout the U.S. enrolled in the Usual Care group of the Multiple Risk Factor Intervention...

    journal_title:Diabetes care

    pub_type: 临床试验,杂志文章,多中心研究,随机对照试验

    doi:10.2337/diacare.16.10.1331

    authors: Shaten BJ,Smith GD,Kuller LH,Neaton JD

    更新日期:1993-10-01 00:00:00

  • Increased 24-h energy expenditure in type 2 diabetes.

    abstract:OBJECTIVE:The aim of this study was to determine whether overweight and obese individuals with type 2 diabetes have higher basal and 24-h energy expenditure compared with healthy control subjects before and after adjustment for body composition, spontaneous physical activity (SPA), sex, and age. RESEARCH DESIGN AND ME...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/diacare.27.10.2416

    authors: Bitz C,Toubro S,Larsen TM,Harder H,Rennie KL,Jebb SA,Astrup A

    更新日期:2004-10-01 00:00:00

  • Relationship of retinal vascular caliber with diabetes and retinopathy: the Multi-Ethnic Study of Atherosclerosis (MESA).

    abstract:OBJECTIVE:To examine the relationship of retinal vascular caliber with diabetes, glycemia, and diabetic retinopathy. RESEARCH DESIGN AND METHODS:Population-based study using data from the Multi-Ethnic Study of Atherosclerosis (MESA), comprising 5,976 individuals (whites, blacks, Hispanics, and Chinese) residing in six...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc07-1528

    authors: Nguyen TT,Wang JJ,Sharrett AR,Islam FM,Klein R,Klein BE,Cotch MF,Wong TY

    更新日期:2008-03-01 00:00:00

  • Defining Abdominal Obesity as a Risk Factor for Coronary Heart Disease in the U.S.: Results From the Hispanic Community Health Study/Study of Latinos (HCHS/SOL).

    abstract:OBJECTIVE:Various organizations have highlighted the need to examine whether abdominal obesity cut points are appropriate for identification of cardiovascular risk among ethnic minority adults, particularly Hispanic/Latino adults living in Western societies. This study aimed 1) to establish optimal definitions for abdo...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc19-1855

    authors: Chirinos DA,Llabre MM,Goldberg R,Gellman M,Mendez A,Cai J,Sotres-Alvarez D,Daviglus M,Gallo LC,Schneiderman N

    更新日期:2020-08-01 00:00:00

  • Neural correlates of stress- and food cue-induced food craving in obesity: association with insulin levels.

    abstract:OBJECTIVE:Obesity is associated with alterations in corticolimbic-striatal brain regions involved in food motivation and reward. Stress and the presence of food cues may each motivate eating and engage corticolimibic-striatal neurocircuitry. It is unknown how these factors interact to influence brain responses and whet...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc12-1112

    authors: Jastreboff AM,Sinha R,Lacadie C,Small DM,Sherwin RS,Potenza MN

    更新日期:2013-02-01 00:00:00

  • Trends in Emergency Department Visits and Inpatient Admissions for Hyperglycemic Crises in Adults With Diabetes in the U.S., 2006-2015.

    abstract:OBJECTIVE:To report U.S. national population-based rates and trends in diabetic ketoacidosis (DKA) and hyperglycemic hyperosmolar state (HHS) among adults, in both the emergency department (ED) and inpatient settings. RESEARCH DESIGN AND METHODS:We analyzed data from 1 January 2006 through 30 September 2015 from the N...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc19-2449

    authors: Benoit SR,Hora I,Pasquel FJ,Gregg EW,Albright AL,Imperatore G

    更新日期:2020-05-01 00:00:00

  • Circulating 25-hydroxyvitamin D concentrations are correlated with cardiometabolic risk among American black and white adolescents living in a year-round sunny climate.

    abstract:OBJECTIVE:Low vitamin D status is common among healthy black and white adolescents residing at southern U.S. latitudes with a year-round sunny climate. Thus we aimed to study the relationships between circulating 25-hydroxyvitamin D [25(OH)D] and cardiometabolic risk factors in this population. RESEARCH DESIGN AND MET...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc11-1944

    authors: Parikh S,Guo DH,Pollock NK,Petty K,Bhagatwala J,Gutin B,Houk C,Zhu H,Dong Y

    更新日期:2012-05-01 00:00:00

  • Reduction of blood glucose variability in type 1 diabetic patients treated by pancreatic islet transplantation: interest of continuous glucose monitoring.

    abstract:OBJECTIVE:To compare the glycemic profiles of patients with type 1 diabetes treated with either an implantable insulin pump or pancreas or islet transplantation by the means of the continuous glucose monitoring system (CGMS; Minimed, Sylmar, CA). RESEARCH DESIGN AND METHODS:The CGMS enabled recording of subcutaneous g...

    journal_title:Diabetes care

    pub_type: 杂志文章,多中心研究

    doi:10.2337/diacare.25.12.2256

    authors: Kessler L,Passemard R,Oberholzer J,Benhamou PY,Bucher P,Toso C,Meyer P,Penfornis A,Badet L,Wolf P,Colin C,Morel P,Pinget M,GRAGIL Group.

    更新日期:2002-12-01 00:00:00

  • Plasma Fucosylated Glycans and C-Reactive Protein as Biomarkers of HNF1A-MODY in Young Adult-Onset Nonautoimmune Diabetes.

    abstract:OBJECTIVE:Maturity-onset diabetes of the young (MODY) due to variants in HNF1A is the most common type of monogenic diabetes. Frequent misdiagnosis results in missed opportunity to use sulfonylureas as first-line treatment. A nongenetic biomarker could improve selection of subjects for genetic testing and increase diag...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc18-0422

    authors: Juszczak A,Pavić T,Vučković F,Bennett AJ,Shah N,Pape Medvidović E,Groves CJ,Šekerija M,Chandler K,Burrows C,Rojnić Putarek N,Vučić Lovrenčić M,Ćuća Knežević J,James TJ,Gloyn AL,Lauc G,McCarthy MI,Owen KR,Gornik O

    更新日期:2019-01-01 00:00:00

  • Diabeloop DBLG1 Closed-Loop System Enables Patients With Type 1 Diabetes to Significantly Improve Their Glycemic Control in Real-Life Situations Without Serious Adverse Events: 6-Month Follow-up.

    abstract:OBJECTIVE:To analyze safety and efficacy of the Diabeloop Generation 1 (DBLG1) hybrid closed-loop artificial pancreas system in patients with type 1 diabetes in real-world conditions. RESEARCH DESIGN AND METHODS:After a 1-week run-in period with their usual pump, 25 patients were provided the commercial DBLG1 system. ...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc20-1809

    authors: Amadou C,Franc S,Benhamou PY,Lablanche S,Huneker E,Charpentier G,Penfornis A,Diabeloop Consortium.

    更新日期:2021-01-11 00:00:00

  • Lipid testing among patients with diabetes who receive diabetes care from primary care physicians.

    abstract:OBJECTIVE:To identify factors related to lipid testing among patients with diabetes who receive diabetes care from primary care physicians. RESEARCH DESIGN AND METHODS:North Carolina Medicare claims were used to identify individuals with diabetes who received diabetes care from primary care physicians. Lipid testing w...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/diacare.26.5.1369

    authors: Massing MW,Henley NS,Carter-Edwards L,Schenck AP,Simpson RJ Jr

    更新日期:2003-05-01 00:00:00

  • Role of common sequence variants in insulin secretion in familial type 2 diabetic kindreds: the sulfonylurea receptor, glucokinase, and hepatocyte nuclear factor 1alpha genes.

    abstract:OBJECTIVE:We have demonstrated high heritability of insulin secretion measured as acute insulin response to glucose times insulin sensitivity (disposition index). Furthermore, we showed that obese normoglycemic family members of a type 2 diabetic proband failed to compensate for the insulin resistance of obesity by inc...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/diacare.24.3.472

    authors: Elbein SC,Sun J,Scroggin E,Teng K,Hasstedt SJ

    更新日期:2001-03-01 00:00:00

  • Na/Li countertransport abnormalities in type 1 diabetes with and without nephropathy are familial.

    abstract:OBJECTIVE:To determine whether there is a familial abnormality in erythrocyte Na/Li countertransport (CT) kinetics in the approximate one-third of type 1 diabetic patients that succumb to a familial predisposition to nephropathy. RESEARCH DESIGN AND METHODS:Erythrocyte Na/Li CT kinetics were measured in nondiabetic fi...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/diacare.24.3.527

    authors: Mead PA,Wilkinson R,Thomas TH

    更新日期:2001-03-01 00:00:00

  • Effect of topical basic fibroblast growth factor on the healing of chronic diabetic neuropathic ulcer of the foot. A pilot, randomized, double-blind, placebo-controlled study.

    abstract:OBJECTIVE:To assess the efficacy and safety of topical human recombinant basic fibroblast growth factor (bFGF) on the healing of diabetic neurotrophic foot ulcers. RESEARCH DESIGN AND METHODS:Seventeen diabetic patients suffering from chronic neuropathic ulcer of the plantar surface of the foot entered a pilot, random...

    journal_title:Diabetes care

    pub_type: 临床试验,杂志文章,随机对照试验

    doi:10.2337/diacare.18.1.64

    authors: Richard JL,Parer-Richard C,Daures JP,Clouet S,Vannereau D,Bringer J,Rodier M,Jacob C,Comte-Bardonnet M

    更新日期:1995-01-01 00:00:00

  • In patients with acute myocardial infarction, the impact of hyperglycemia as a risk factor for mortality is not homogeneous across age-groups.

    abstract:OBJECTIVE:To assess the impact of hyperglycemia in different age-groups of patients with acute myocardial infarction (AMI). RESEARCH DESIGN AND METHODS:A total of 2,027 patients with AMI were categorized into one of five age-groups: <50 years (n = 301), ≥50 and <60 (n = 477), ≥60 and <70 (n = 545), ≥70 and <80 (n = 49...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc11-1170

    authors: Nicolau JC,Serrano CV Jr,Giraldez RR,Baracioli LM,Moreira HG,Lima F,Franken M,Kalil R,Ramires JA,Giugliano RP

    更新日期:2012-01-01 00:00:00

  • Novel use and utility of integrated electronic health records to assess rates of prediabetes recognition and treatment: brief report from an integrated electronic health records pilot study.

    abstract:OBJECTIVE:This study uses novel methods to examine the frequency of diagnosis and treatment of prediabetes in real-world clinical settings using electronic health record (EHR) data. RESEARCH DESIGN AND METHODS:We identified a cohort of 358,120 adults with incident prediabetes (fasting plasma glucose [FPG] 100-125 mg/d...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc13-1223

    authors: Schmittdiel JA,Adams SR,Segal J,Griffin MR,Roumie CL,Ohnsorg K,Grant RW,O'Connor PJ

    更新日期:2014-02-01 00:00:00

  • Insulin withholding for weight control in women with diabetes.

    abstract:OBJECTIVE:To provide a description of the clinical characteristics that distinguish individuals who withhold insulin for weight control from those who do not. Some individuals with insulin-dependent diabetes mellitus (IDDM) control their weight by withholding insulin and purging excessive calories. This process places ...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/diacare.17.10.1186

    authors: Biggs MM,Basco MR,Patterson G,Raskin P

    更新日期:1994-10-01 00:00:00

  • Effect of case-based training for medical residents on inpatient glycemia.

    abstract:OBJECTIVE:To determine whether an educational intervention for medical house staff improves blood glucose (BG) in hospitalized patients. RESEARCH DESIGN AND METHODS:All 116 medicine residents at an academic medical center were assigned to online or classroom training on inpatient dysglycemia in fall 2008. Both groups ...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc11-0517

    authors: Tamler R,Green DE,Skamagas M,Breen TL,Looker HC,Babyatsky M,Leroith D

    更新日期:2011-08-01 00:00:00

  • Does glycemic control offer similar benefits among patients with diabetes in different regions of the world? Results from the ADVANCE trial.

    abstract:OBJECTIVE:Participants in ADVANCE were drawn from many countries. We examined whether the effects of intensive glycemic control on major outcomes in ADVANCE differ between participants from Asia, established market economies (EMEs), and eastern Europe. RESEARCH DESIGN AND METHODS:ADVANCE was a clinical trial of 11,140...

    journal_title:Diabetes care

    pub_type: 杂志文章,多中心研究,随机对照试验

    doi:10.2337/dc11-0755

    authors: Woodward M,Patel A,Zoungas S,Liu L,Pan C,Poulter N,Januszewicz A,Tandon N,Joshi P,Heller S,Neal B,Chalmers J

    更新日期:2011-12-01 00:00:00

  • Detection of Diabetes Status and Type in Youth Using Electronic Health Records: The SEARCH for Diabetes in Youth Study.

    abstract:OBJECTIVE:Diabetes surveillance often requires manual medical chart reviews to confirm status and type. This project aimed to create an electronic health record (EHR)-based procedure for improving surveillance efficiency through automation of case identification. RESEARCH DESIGN AND METHODS:Youth (<20 years old) with ...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc20-0063

    authors: Wells BJ,Lenoir KM,Wagenknecht LE,Mayer-Davis EJ,Lawrence JM,Dabelea D,Pihoker C,Saydah S,Casanova R,Turley C,Liese AD,Standiford D,Kahn MG,Hamman R,Divers J

    更新日期:2020-10-01 00:00:00

  • Predictive properties of impaired glucose tolerance for cardiovascular risk are not explained by the development of overt diabetes during follow-up.

    abstract:OBJECTIVE:To evaluate the relationship of impaired glucose tolerance (IGT) at baseline to coronary heart disease (CHD) incidence, and cardiovascular disease (CVD) and total mortality at follow-up, and to analyze whether the relationship is independent of the subsequent development of diabetes during follow-up. RESEARC...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/diacare.26.10.2910

    authors: Qiao Q,Jousilahti P,Eriksson J,Tuomilehto J

    更新日期:2003-10-01 00:00:00

  • Electronic Documentation of Lifestyle Counseling and Glycemic Control in Patients With Diabetes.

    abstract:OBJECTIVE:To establish quantitative characteristics of lifestyle counseling documentation associated with improved glycemic control in patients with diabetes. RESEARCH DESIGN AND METHODS:We retrospectively studied 10,870 hyperglycemic (HbA1c ≥7.0% [53 mmol/mol]) adults with diabetes followed at primary care practices ...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/dc14-2016

    authors: Hosomura N,Goldberg SI,Shubina M,Zhang M,Turchin A

    更新日期:2015-07-01 00:00:00

  • Incidence of diabetes in American Indians of three geographic areas: the Strong Heart Study.

    abstract:OBJECTIVE:To estimate incidence rates of diabetes and associated risk factors among participants of the Strong Heart Study. RESEARCH DESIGN AND METHODS:Of the 4,549 Strong Heart Study participants examined at baseline, 3,638 returned for a similar examination after an average of 4 years. The 1985 World Health Organiza...

    journal_title:Diabetes care

    pub_type: 杂志文章,多中心研究

    doi:10.2337/diacare.25.1.49

    authors: Lee ET,Welty TK,Cowan LD,Wang W,Rhoades DA,Devereux R,Go O,Fabsitz R,Howard BV

    更新日期:2002-01-01 00:00:00

  • Diabetes in America: epidemiology and scope of the problem.

    abstract::Epidemiological studies performed over the past 40 years have shown that the prevalence of diagnosed diabetes has increased dramatically in the U.S. and that a substantial proportion of the population has undiagnosed diabetes, impaired fasting glucose, and impaired glucose tolerance. Diabetes is most prevalent in mino...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/diacare.21.3.c11

    authors: Harris MI

    更新日期:1998-12-01 00:00:00

  • Receiver operating characteristic analysis of HLA, CTLA4, and insulin genotypes for type 1 diabetes.

    abstract:OBJECTIVE:This study assessed the ability to distinguish between type 1 diabetes-affected individuals and their unaffected relatives using HLA and single nucleotide polymorphism (SNP) genotypes. RESEARCH DESIGN AND METHODS:Eight models, ranging from only the high-risk DR3/DR4 genotype to all significantly associated H...

    journal_title:Diabetes care

    pub_type: 杂志文章,随机对照试验

    doi:10.2337/dc12-2284

    authors: Valdes AM,Varney MD,Erlich HA,Noble JA

    更新日期:2013-09-01 00:00:00

  • Early-morning hyperglycemia in diabetic individuals treated with continuous subcutaneous insulin infusion.

    abstract::Significantly early-morning hyperglycemia was observed in insulin-dependent diabetic individuals who were otherwise well controlled while receiving a continuous subcutaneous insulin infusion (CSII) at standard doses. We measured the levels of the five key counterregulatory hormones (CRH) throughout the night for a tot...

    journal_title:Diabetes care

    pub_type: 杂志文章

    doi:10.2337/diacare.6.2.135

    authors: Geffner ME,Frank HJ,Kaplan SA,Lippe BM,Levin SR

    更新日期:1983-03-01 00:00:00

  • Guidelines for premeal insulin dose reduction for postprandial exercise of different intensities and durations in type 1 diabetic subjects treated intensively with a basal-bolus insulin regimen (ultralente-lispro).

    abstract:OBJECTIVE:To evaluate and validate appropriate premeal insulin dose reductions for postprandial exercises of different intensities and durations to minimize the risk of exercise-induced hypoglycemia in type 1 diabetic subjects. RESEARCH DESIGN AND METHODS:Eight male type 1 diabetic patients on a basal-bolus insulin re...

    journal_title:Diabetes care

    pub_type: 临床试验,杂志文章,随机对照试验

    doi:10.2337/diacare.24.4.625

    authors: Rabasa-Lhoret R,Bourque J,Ducros F,Chiasson JL

    更新日期:2001-04-01 00:00:00

  • The Impact of Glycated Hemoglobin (HbA1c) on Cardiovascular Disease Risk: A Mendelian Randomization Study Using UK Biobank.

    abstract:OBJECTIVE:Glycated hemoglobin (HbA1c) is positively associated with cardiovascular disease (CVD), although evidence is primarily observational. Mendelian randomization studies have only examined its relation with subtypes of CVD. We examined the relation of HbA1c with CVD and its subtypes in the UK Biobank using Mendel...

    journal_title:Diabetes care

    pub_type: 杂志文章,meta分析

    doi:10.2337/dc18-0289

    authors: Au Yeung SL,Luo S,Schooling CM

    更新日期:2018-09-01 00:00:00