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Pollastri A, Kovacs P, Keller M. Circulating Cell-Free DNA in Metabolic Diseases. J Endocr Soc 2025; 9:bvaf006. [PMID: 39850787 PMCID: PMC11756337 DOI: 10.1210/jendso/bvaf006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Indexed: 01/25/2025] Open
Abstract
Metabolic diseases affect a consistent part of the human population, leading to rising mortality rates. This raises the need for diagnostic tools to monitor the progress of these diseases. Lately, circulating cell-free DNA (cfDNA) has emerged as a promising biomarker for various metabolic diseases, including obesity, type 2 diabetes, and metabolic-associated fatty liver disease. CfDNA is released from apoptotic and necrotic cells into the bloodstream and other body fluids, and it retains various molecular signatures of its tissue of origin. Thus, cfDNA load and composition can reflect tissue pathologies and systemic metabolic dysfunctions. In addition to its potential as a diagnostic biomarker, interest in cfDNA derives from its recently discovered role in adipose tissue inflammation in obesity. This review discusses detection methods and clinical significance of cfDNA in metabolic diseases.
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Affiliation(s)
- Alessio Pollastri
- Medical Department III—Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig 04103, Germany
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, Leipzig 04103, Germany
| | - Peter Kovacs
- Medical Department III—Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig 04103, Germany
- Deutsches Zentrum für Diabetesforschung e.V., Neuherberg 85764, Germany
| | - Maria Keller
- Medical Department III—Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig 04103, Germany
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, Leipzig 04103, Germany
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Brenu EW, Harris M, Hamilton-Williams EE. Circulating biomarkers during progression to type 1 diabetes: A systematic review. Front Endocrinol (Lausanne) 2023; 14:1117076. [PMID: 36817583 PMCID: PMC9935596 DOI: 10.3389/fendo.2023.1117076] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 01/25/2023] [Indexed: 02/05/2023] Open
Abstract
AIM Progression to type 1 diabetes (T1D) is defined in stages and clinical disease is preceded by a period of silent autoimmunity. Improved prediction of the risk and rate of progression to T1D is needed to reduce the prevalence of diabetic ketoacidosis at presentation as well as for staging participants for clinical trials. This systematic review evaluates novel circulating biomarkers associated with future progression to T1D. METHODS PubMed, Ovid, and EBSCO databases were used to identify a comprehensive list of articles. The eligibility criteria included observational studies that evaluated the usefulness of circulating markers in predicting T1D progression in at-risk subjects <20 years old. RESULTS Twenty-six studies were identified, seventeen were cohort studies and ten were case control studies. From the 26 studies, 5 found evidence for protein and lipid dysregulation, 11 identified molecular markers while 12 reported on changes in immune parameters during progression to T1D. An increased risk of T1D progression was associated with the presence of altered gene expression, immune markers including regulatory T cell dysfunction and higher short-lived effector CD8+ T cells in progressors. DISCUSSION Several circulating biomarkers are dysregulated before T1D diagnosis and may be useful in predicting either the risk or rate of progression to T1D. Further studies are required to validate these biomarkers and assess their predictive accuracy before translation into broader use. SYSTEMATIC REVIEW REGISTRATION https://www.crd.york.ac.uk/prospero, identifier (CRD42020166830).
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Affiliation(s)
- Ekua W. Brenu
- School of Medicine, University of Notre Dame, Sydney, NSW, Australia
| | - Mark Harris
- Endocrinology Department, Queensland Children’s Hospital, South Brisbane, QLD, Australia
| | - Emma E. Hamilton-Williams
- Frazer Institute, The University of Queensland, Woolloongabba, QLD, Australia
- *Correspondence: Emma E. Hamilton-Williams,
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van de Leemkolk FEM, Nell RJ, Versluis M, de Koning EJP, Huurman VAL, Alwayn IPJ, Ploeg RJ, van der Velden PA, Engelse MA. Quantification of Unmethylated Insulin DNA Using Methylation Sensitive Restriction Enzyme Digital Polymerase Chain Reaction. Transpl Int 2022; 35:10167. [PMID: 35462792 PMCID: PMC9022224 DOI: 10.3389/ti.2022.10167] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 03/15/2022] [Indexed: 11/13/2022]
Abstract
Assessment of specific β-cell death can be used to determine the quality and viability of pancreatic islets prior to transplantation and hence predict the suitability of the pancreas for isolation. Recently, several groups have demonstrated that unmethylated insulin (INS)-DNA is correlated to β-cell death in type 1 diabetes patients and during clinical islet isolation and subsequent transplantation. Here, we present a step-by-step protocol of our novel developed method for quantification of the relative amount of unmethylated INS-DNA using methylation sensitive restriction enzyme digital polymerase chain reaction This method provides a novel and sensitive way to quantify the relative amount of β-cell derived unmethylated INS-DNA in cellular lysate. We therefore suggest that this technique can be of value to reliably determine the purity of an islet preparation and may also serve as a measure of the quality of islets prior to transplantation measuring unmethylated INS-DNA as a reflection of the relative amount of lysed β-cells.
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Affiliation(s)
- Fenna E. M. van de Leemkolk
- LUMC Transplant Center, Leiden University Medical Center, Leiden, Netherlands
- Department of Surgery, Leiden University Medical Center, Leiden, Netherlands
- *Correspondence: Fenna E. M. van de Leemkolk, ; Marten A. Engelse,
| | - Rogier J. Nell
- Department of Ophthalmology, Leiden University Medical Center, Leiden, Netherlands
| | - Mieke Versluis
- Department of Ophthalmology, Leiden University Medical Center, Leiden, Netherlands
| | - Eelco J. P. de Koning
- LUMC Transplant Center, Leiden University Medical Center, Leiden, Netherlands
- Department of Internal Medicine, Leiden University Medical Center, Leiden, Netherlands
| | - Volkert A. L. Huurman
- LUMC Transplant Center, Leiden University Medical Center, Leiden, Netherlands
- Department of Surgery, Leiden University Medical Center, Leiden, Netherlands
| | - Ian P. J. Alwayn
- LUMC Transplant Center, Leiden University Medical Center, Leiden, Netherlands
- Department of Surgery, Leiden University Medical Center, Leiden, Netherlands
| | - Rutger J. Ploeg
- LUMC Transplant Center, Leiden University Medical Center, Leiden, Netherlands
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, United Kingdom
| | | | - Marten A. Engelse
- LUMC Transplant Center, Leiden University Medical Center, Leiden, Netherlands
- Department of Internal Medicine, Leiden University Medical Center, Leiden, Netherlands
- *Correspondence: Fenna E. M. van de Leemkolk, ; Marten A. Engelse,
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Epigenetic Changes Induced by Maternal Factors during Fetal Life: Implication for Type 1 Diabetes. Genes (Basel) 2021; 12:genes12060887. [PMID: 34201206 PMCID: PMC8227197 DOI: 10.3390/genes12060887] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 06/06/2021] [Accepted: 06/07/2021] [Indexed: 02/07/2023] Open
Abstract
Organ-specific autoimmune diseases, such as type 1 diabetes, are believed to result from T-cell-mediated damage of the target tissue. The immune-mediated tissue injury, in turn, is known to depend on complex interactions between genetic and environmental factors. Nevertheless, the mechanisms whereby environmental factors contribute to the pathogenesis of autoimmune diseases remain elusive and represent a major untapped target to develop novel strategies for disease prevention. Given the impact of the early environment on the developing immune system, epigenetic changes induced by maternal factors during fetal life have been linked to a likelihood of developing an autoimmune disease later in life. In humans, DNA methylation is the epigenetic mechanism most extensively investigated. This review provides an overview of the critical role of DNA methylation changes induced by prenatal maternal conditions contributing to the increased risk of immune-mediated diseases on the offspring, with a particular focus on T1D. A deeper understanding of epigenetic alterations induced by environmental stressors during fetal life may be pivotal for developing targeted prevention strategies of type 1 diabetes by modifying the maternal environment.
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Cell-Free DNA Fragments as Biomarkers of Islet β-Cell Death in Obesity and Type 2 Diabetes. Int J Mol Sci 2021; 22:ijms22042151. [PMID: 33670079 PMCID: PMC7926743 DOI: 10.3390/ijms22042151] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 02/15/2021] [Accepted: 02/19/2021] [Indexed: 01/03/2023] Open
Abstract
Type 2 diabetes (T2D) typically occurs in the setting of obesity and insulin resistance, where hyperglycemia is associated with decreased pancreatic β-cell mass and function. Loss of β-cell mass has variably been attributed to β-cell dedifferentiation and/or death. In recent years, it has been proposed that circulating epigenetically modified DNA fragments arising from β cells might be able to report on the potential occurrence of β-cell death in diabetes. Here, we review published literature of DNA-based β-cell death biomarkers that have been evaluated in human cohorts of islet transplantation, type 1 diabetes, and obesity and type 2 diabetes. In addition, we provide new data on the applicability of one of these biomarkers (cell free unmethylated INS DNA) in adult cohorts across a spectrum from obesity to T2D, in which no significant differences were observed, and compare these findings to those previously published in youth cohorts where differences were observed. Our analysis of the literature and our own data suggest that β-cell death may occur in subsets of individuals with obesity and T2D, however a more sensitive method or refined study designs are needed to provide better alignment of sampling with disease progression events.
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Abstract
PURPOSE OF REVIEW Emerging data have suggested that β-cell dysfunction may exacerbate the development and progression of type 1 diabetes (T1D). In this review, we highlight clinical and preclinical studies suggesting a role for β-cell dysfunction during the evolution of T1D and suggest agents that may promote β-cell health in T1D. RECENT FINDINGS Metabolic abnormalities exist years before development of hyperglycemia and exhibit a reproducible pattern reflecting progressive deterioration of β-cell function and increases in β-cell stress and death. Preclinical studies indicate that T1D may be prevented by modification of pathways impacting intrinsic β-cell stress and antigen presentation. Recent findings suggest that differences in metabolic phenotypes and β-cell stress may reflect differing endotypes of T1D. Multiple pathways representing potential drug targets have been identified, but most remain to be tested in human populations with preclinical disease. SUMMARY This cumulative body of work shows clear evidence that β-cell stress, dysfunction, and death are harbingers of impending T1D and likely contribute to progression of disease and insulin deficiency. Treatment with agents targeting β-cell health could augment interventions with immunomodulatory therapies but will need to be tested in intervention studies with endpoints carefully designed to capture changes in β-cell function and health.
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Affiliation(s)
- Emily K. Sims
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN
- Department of Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN
- Department of Center for Diabetes and Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN
| | - Raghavendra G. Mirmira
- Kovler Diabetes Center and the Department of Medicine, The University of Chicago, Chicago, IL
| | - Carmella Evans-Molina
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN
- Department of Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN
- Department of Center for Diabetes and Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN
- Department of Cellular and Integrative Physiology, Indiana University School of Medicine, Indianapolis, IN
- Roudebush VA Medical Center, Indianapolis, IN
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Speake C, Ylescupidez A, Neiman D, Shemer R, Glaser B, Tersey SA, Usmani-Brown S, Clark P, Wilhelm JJ, Bellin MD, Herold KC, Mirmira RG, Dor Y, Evans-Molina C. Circulating Unmethylated Insulin DNA As a Biomarker of Human Beta Cell Death: A Multi-laboratory Assay Comparison. J Clin Endocrinol Metab 2020; 105:5698251. [PMID: 31913467 PMCID: PMC7015459 DOI: 10.1210/clinem/dgaa008] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Accepted: 01/06/2020] [Indexed: 02/06/2023]
Abstract
CONTEXT There is an unmet need for biomarkers of pancreatic beta-cell death to improve early diagnosis of type 1 diabetes, enroll subjects into clinical trials, and assess treatment response. To address this need, several groups developed assays measuring insulin deoxyribonucleic acid (DNA) with unmethylated CpG sites in cell-free DNA. Unmethylated insulin DNA should be derived predominantly from beta-cells and indicate ongoing beta-cell death. OBJECTIVE To assess the performance of three unmethylated insulin DNA assays. DESIGN AND PARTICIPANTS Plasma or serum samples from 13 subjects undergoing total pancreatectomy and islet autotransplantation were coded and provided to investigators to measure unmethylated insulin DNA. Samples included a negative control taken post-pancreatectomy but pretransplant, and a positive control taken immediately following islet infusion. We assessed technical reproducibility, linearity, and persistence of detection of unmethylated insulin DNA for each assay. RESULTS All assays discriminated between the negative sample and samples taken directly from the islet transplant bag; 2 of 3 discriminated negative samples from those taken immediately after islet infusion. When high levels of unmethylated insulin DNA were present, technical reproducibility was generally good for all assays. CONCLUSIONS The measurement of beta cell cell-free DNA, including insulin, is a promising approach, warranting further testing and development in those with or at-risk for type 1 diabetes, as well as in other settings where understanding the frequency or kinetics of beta cell death could be useful.
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Affiliation(s)
- Cate Speake
- Diabetes Clinical Research Program, Benaroya Research Institute at Virginia Mason, Seattle, WA, US
- Correspondence and Reprint Requests: Cate Speake, PhD, Diabetes Clinical Research Program, Benaroya Research Institute, 1201 9th Avenue, Seattle, WA 98101. E-mail:
| | - Alyssa Ylescupidez
- Diabetes Clinical Research Program, Benaroya Research Institute at Virginia Mason, Seattle, WA, US
| | - Daniel Neiman
- Department of Developmental Biology and Cancer Research, Institute for Medical Research Israel-Canada, The Hebrew University-Hadassah Medical School, Jerusalem, Israel
| | - Ruth Shemer
- Department of Developmental Biology and Cancer Research, Institute for Medical Research Israel-Canada, The Hebrew University-Hadassah Medical School, Jerusalem, Israel
| | - Benjamin Glaser
- Endocrinology and Metabolism Service, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Sarah A Tersey
- Herman B. Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN, US
- Center for Diabetes and Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN, US
| | | | - Pamela Clark
- Departments of Immunobiology and Internal Medicine, Yale University School of Medicine, New Haven, CT, US
| | - Joshua J Wilhelm
- Department of Surgery, Schulze Diabetes Institute, University of Minnesota, Minneapolis, MN, US
| | - Melena D Bellin
- Departments of Pediatrics and Surgery, University of Minnesota, Minneapolis, MN, US
| | - Kevan C Herold
- Departments of Immunobiology and Internal Medicine, Yale University School of Medicine, New Haven, CT, US
| | - Raghavendra G Mirmira
- Herman B. Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN, US
- Center for Diabetes and Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN, US
| | - Yuval Dor
- Department of Developmental Biology and Cancer Research, Institute for Medical Research Israel-Canada, The Hebrew University-Hadassah Medical School, Jerusalem, Israel
| | - Carmella Evans-Molina
- Herman B. Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN, US
- Center for Diabetes and Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN, US
- The Richard L. Roudebush VA Medical Center, Indianapolis, IN, US
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