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Sandforth A, von Schwartzenberg RJ, Arreola EV, Hanson RL, Sancar G, Katzenstein S, Lange K, Preißl H, Dreher SI, Weigert C, Wagner R, Kantartzis K, Machann J, Schick F, Lehmann R, Peter A, Katsouli N, Ntziachristos V, Dannecker C, Fritsche L, Perakakis N, Heni M, Nawroth PP, Kopf S, Pfeiffer AFH, Kabisch S, Stumvoll M, Schwarz PEH, Hauner H, Lechner A, Seissler J, Yurchenko I, Icks A, Solimena M, Häring HU, Szendroedi J, Schürmann A, de Angelis MH, Blüher M, Roden M, Bornstein SR, Stefan N, Fritsche A, Birkenfeld AL. Mechanisms of weight loss-induced remission in people with prediabetes: a post-hoc analysis of the randomised, controlled, multicentre Prediabetes Lifestyle Intervention Study (PLIS). Lancet Diabetes Endocrinol 2023; 11:798-810. [PMID: 37769677 DOI: 10.1016/s2213-8587(23)00235-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 08/02/2023] [Accepted: 08/04/2023] [Indexed: 10/03/2023]
Abstract
BACKGROUND Remission of type 2 diabetes can occur as a result of weight loss and is characterised by liver fat and pancreas fat reduction and recovered insulin secretion. In this analysis, we aimed to investigate the mechanisms of weight loss- induced remission in people with prediabetes. METHODS In this prespecified post-hoc analysis, weight loss-induced resolution of prediabetes in the randomised, controlled, multicentre Prediabetes Lifestyle Intervention Study (PLIS) was assessed, and the results were validated against participants from the Diabetes Prevention Program (DPP) study. For PLIS, between March 1, 2012, and Aug 31, 2016, participants were recruited from eight clinical study centres (including seven university hospitals) in Germany and randomly assigned to receive either a control intervention, a standard lifestyle intervention (ie, DPP-based intervention), or an intensified lifestyle intervention for 12 months. For DPP, participants were recruited from 23 clinical study centres in the USA between July 31, 1996, and May 18, 1999, and randomly assigned to receive either a standard lifestyle intervention, metformin, or placebo. In both PLIS and DPP, only participants who were randomly assigned to receive lifestyle intervention or placebo and who lost at least 5% of their bodyweight were included in this analysis. Responders were defined as people who returned to normal fasting plasma glucose (FPG; <5·6 mmol/L), normal glucose tolerance (<7·8 mmol/L), and HbA1c less than 39 mmol/mol after 12 months of lifestyle intervention or placebo or control intervention. Non-responders were defined as people who had FPG, 2 h glucose, or HbA1c more than these thresholds. The main outcomes for this analysis were insulin sensitivity, insulin secretion, visceral adipose tissue (VAT), and intrahepatic lipid content (IHL) and were evaluated via linear mixed models. FINDINGS Of 1160 participants recruited to PLIS, 298 (25·7%) had weight loss of 5% or more of their bodyweight at baseline. 128 (43%) of 298 participants were responders and 170 (57%) were non-responders. Responders were younger than non-responders (mean age 55·6 years [SD 9·9] vs 60·4 years [8·6]; p<0·0001). The DPP validation cohort included 683 participants who lost at least 5% of their bodyweight at baseline. Of these, 132 (19%) were responders and 551 (81%) were non-responders. In PLIS, BMI reduction was similar between responders and non-responders (responders mean at baseline 32·4 kg/m2 [SD 5·6] to mean at 12 months 29·0 kg/m2 [4·9] vs non-responders 32·1 kg/m2 [5·9] to 29·2 kg/m2 [5·4]; p=0·86). However, whole-body insulin sensitivity increased more in responders than in non-responders (mean at baseline 291 mL/[min × m2], SD 60 to mean at 12 months 378 mL/[min × m2], 56 vs 278 mL/[min × m2], 62, to 323 mL/[min × m2], 66; p<0·0001), whereas insulin secretion did not differ within groups over time or between groups (responders mean at baseline 175 pmol/mmol [SD 64] to mean at 12 months 163·7 pmol/mmol [60·6] vs non-responders 158·0 pmol/mmol [55·6] to 154·1 pmol/mmol [56·2]; p=0·46). IHL decreased in both groups, without a difference between groups (responders mean at baseline 10·1% [SD 8·7] to mean at 12 months 3·5% [3·9] vs non-responders 10·3% [8·1] to 4·2% [4·2]; p=0·34); however, VAT decreased more in responders than in non-responders (mean at baseline 6·2 L [SD 2·9] to mean at 12 months 4·1 L [2·3] vs 5·7 L [2·3] to 4·5 L [2·2]; p=0·0003). Responders had a 73% lower risk of developing type 2 diabetes than non-responders in the 2 years after the intervention ended. INTERPRETATION By contrast to remission of type 2 diabetes, resolution of prediabetes was characterised by an improvement in insulin sensitivity and reduced VAT. Because return to normal glucose regulation (NGR) prevents development of type 2 diabetes, we propose the concept of remission of prediabetes in analogy to type 2 diabetes. We suggest that remission of prediabetes should be the primary therapeutic aim in individuals with prediabetes. FUNDING German Federal Ministry for Education and Research via the German Center for Diabetes Research; the Ministry of Science, Research and the Arts Baden-Württemberg; the Helmholtz Association and Helmholtz Munich; the Cluster of Excellence Controlling Microbes to Fight Infections; and the German Research Foundation.
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Affiliation(s)
- Arvid Sandforth
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Reiner Jumpertz von Schwartzenberg
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany; Cluster of Excellence Controlling Microbes to Fight Infections, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Elsa Vazquez Arreola
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ, USA
| | - Robert L Hanson
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ, USA
| | - Gencer Sancar
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Sarah Katzenstein
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Karl Lange
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Hubert Preißl
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Simon I Dreher
- German Center for Diabetes Research, Neuherberg, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Cora Weigert
- German Center for Diabetes Research, Neuherberg, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Robert Wagner
- German Center for Diabetes Research, Neuherberg, Germany; Department of Endocrinology and Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Medical Faculty and University Hospital, Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Kostantinos Kantartzis
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Jürgen Machann
- German Center for Diabetes Research, Neuherberg, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany; Department of Radiology, Section on Experimental Radiology, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Fritz Schick
- German Center for Diabetes Research, Neuherberg, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany; Department of Radiology, Section on Experimental Radiology, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Rainer Lehmann
- German Center for Diabetes Research, Neuherberg, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Clinical Chemistry and Pathobiochemistry, Department for Diagnostic Laboratory Medicine, University Hospital of Tübingen, Tübingen, Germany
| | - Andreas Peter
- German Center for Diabetes Research, Neuherberg, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Clinical Chemistry and Pathobiochemistry, Department for Diagnostic Laboratory Medicine, University Hospital of Tübingen, Tübingen, Germany
| | - Nikoletta Katsouli
- Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany; Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Munich, Germany
| | - Vasilis Ntziachristos
- Central Institute for Translational Cancer Research, Technical University of Munich, Munich, Germany; Institute of Biological and Medical Imaging, Helmholtz Zentrum München, Munich, Germany
| | - Corinna Dannecker
- German Center for Diabetes Research, Neuherberg, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Louise Fritsche
- German Center for Diabetes Research, Neuherberg, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Nikolaos Perakakis
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine III, Technical University Dresden, Dresden, Germany
| | - Martin Heni
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Peter Paul Nawroth
- German Center for Diabetes Research, Neuherberg, Germany; Department of Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany
| | - Stefan Kopf
- German Center for Diabetes Research, Neuherberg, Germany; Department of Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany
| | - Andreas F H Pfeiffer
- German Center for Diabetes Research, Neuherberg, Germany; Department of Endocrinology and Metabolism, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Stefan Kabisch
- German Center for Diabetes Research, Neuherberg, Germany; German Institute of Human Nutrition Potsdam-Rehbrücke, Brandenburg, Germany
| | - Michael Stumvoll
- German Center for Diabetes Research, Neuherberg, Germany; Department of Medicine, Endocrinology and Nephrology, Universität Leipzig, Leipzig, Germany
| | - Peter E H Schwarz
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine III, Technical University Dresden, Dresden, Germany
| | - Hans Hauner
- German Center for Diabetes Research, Neuherberg, Germany; Institute of Nutritional Medicine, Technical University of Munich, Munich, Germany
| | - Andreas Lechner
- German Center for Diabetes Research, Neuherberg, Germany; Diabetes Research Group, Medical Department, Ludwig-Maximilians University Munich, Munich, Germany
| | - Jochen Seissler
- German Center for Diabetes Research, Neuherberg, Germany; Diabetes Research Group, Medical Department, Ludwig-Maximilians University Munich, Munich, Germany
| | - Iryna Yurchenko
- German Center for Diabetes Research, Neuherberg, Germany; Medical Faculty and University Hospital, Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Andrea Icks
- German Center for Diabetes Research, Neuherberg, Germany; Institute for Health Services Research and Health Economics, Centre for Health and Society, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Michele Solimena
- German Center for Diabetes Research, Neuherberg, Germany; Paul-Langerhans-Institut Dresden, Helmholtz Center Munich, University Clinic Carl Gustav Carus, Dresden, Germany
| | - Hans-Ulrich Häring
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Julia Szendroedi
- German Center for Diabetes Research, Neuherberg, Germany; Department of Medicine I and Clinical Chemistry, University Hospital of Heidelberg, Heidelberg, Germany
| | - Annette Schürmann
- German Center for Diabetes Research, Neuherberg, Germany; German Institute of Human Nutrition Potsdam-Rehbrücke, Brandenburg, Germany
| | - Martin Hrabé de Angelis
- German Center for Diabetes Research, Neuherberg, Germany; School of Medicine and School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany; Institute of Experimental Genetics, Helmholtz Center Munich, Munich, Germany
| | - Matthias Blüher
- German Center for Diabetes Research, Neuherberg, Germany; Department of Medicine, Endocrinology and Nephrology, Universität Leipzig, Leipzig, Germany
| | - Michael Roden
- German Center for Diabetes Research, Neuherberg, Germany; Department of Endocrinology and Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Medical Faculty and University Hospital, Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Stefan R Bornstein
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine III, Technical University Dresden, Dresden, Germany; Department of Diabetes, Life Sciences and Medicine, Cardiovascular Medicine and Sciences, Kings College London, London, UK
| | - Norbert Stefan
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Andreas Fritsche
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany
| | - Andreas L Birkenfeld
- German Center for Diabetes Research, Neuherberg, Germany; Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, Eberhard-Karls University of Tübingen, Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases, Helmholtz Center Munich, Eberhard-Karls University of Tübingen, Tübingen, Germany; Department of Diabetes, Life Sciences and Medicine, Cardiovascular Medicine and Sciences, Kings College London, London, UK.
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Stefan N, Sippel K, Heni M, Fritsche A, Wagner R, Jakob CEM, Preißl H, von Werder A, Khodamoradi Y, Borgmann S, Rüthrich MM, Hanses F, Haselberger M, Piepel C, Hower M, Vom Dahl J, Wille K, Römmele C, Vehreschild J, Stecher M, Solimena M, Roden M, Schürmann A, Gallwitz B, Hrabe de Angelis M, Ludwig DS, Schulze MB, Jensen BEO, Birkenfeld AL. Obesity and Impaired Metabolic Health Increase Risk of COVID-19-Related Mortality in Young and Middle-Aged Adults to the Level Observed in Older People: The LEOSS Registry. Front Med (Lausanne) 2022; 9:875430. [PMID: 35646955 PMCID: PMC9131026 DOI: 10.3389/fmed.2022.875430] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 04/08/2022] [Indexed: 12/15/2022] Open
Abstract
Advanced age, followed by male sex, by far poses the greatest risk for severe COVID-19. An unresolved question is the extent to which modifiable comorbidities increase the risk of COVID-19-related mortality among younger patients, in whom COVID-19-related hospitalization strongly increased in 2021. A total of 3,163 patients with SARS-COV-2 diagnosis in the Lean European Open Survey on SARS-CoV-2-Infected Patients (LEOSS) cohort were studied. LEOSS is a European non-interventional multi-center cohort study established in March 2020 to investigate the epidemiology and clinical course of SARS-CoV-2 infection. Data from hospitalized patients and those who received ambulatory care, with a positive SARS-CoV-2 test, were included in the study. An additive effect of obesity, diabetes and hypertension on the risk of mortality was observed, which was particularly strong in young and middle-aged patients. Compared to young and middle-aged (18-55 years) patients without obesity, diabetes and hypertension (non-obese and metabolically healthy; n = 593), young and middle-aged adult patients with all three risk parameters (obese and metabolically unhealthy; n = 31) had a similar adjusted increased risk of mortality [OR 7.42 (95% CI 1.55-27.3)] as older (56-75 years) non-obese and metabolically healthy patients [n = 339; OR 8.21 (95% CI 4.10-18.3)]. Furthermore, increased CRP levels explained part of the elevated risk of COVID-19-related mortality with age, specifically in the absence of obesity and impaired metabolic health. In conclusion, the modifiable risk factors obesity, diabetes and hypertension increase the risk of COVID-19-related mortality in young and middle-aged patients to the level of risk observed in advanced age.
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Affiliation(s)
- Norbert Stefan
- Institute of Diabetes Research and Metabolic Diseases (IDM) of the Helmholtz Center Munich, Tübingen, Germany.,Department of Internal Medicine IV, University Hospital of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD), Munich, Germany
| | - Katrin Sippel
- Institute of Diabetes Research and Metabolic Diseases (IDM) of the Helmholtz Center Munich, Tübingen, Germany.,Department of Internal Medicine IV, University Hospital of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD), Munich, Germany
| | - Martin Heni
- Institute of Diabetes Research and Metabolic Diseases (IDM) of the Helmholtz Center Munich, Tübingen, Germany.,Department of Internal Medicine IV, University Hospital of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD), Munich, Germany
| | - Andreas Fritsche
- Institute of Diabetes Research and Metabolic Diseases (IDM) of the Helmholtz Center Munich, Tübingen, Germany.,Department of Internal Medicine IV, University Hospital of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD), Munich, Germany
| | - Robert Wagner
- Institute of Diabetes Research and Metabolic Diseases (IDM) of the Helmholtz Center Munich, Tübingen, Germany.,Department of Internal Medicine IV, University Hospital of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD), Munich, Germany
| | - Carolin E M Jakob
- Department of Internal Medicine I, Faculty of Medicine, University Hospital Cologne, Cologne, University of Cologne, Cologne, Germany.,German Center for Infection Research (DZIF), Partner-Site Bonn-Cologne, Cologne, Germany
| | - Hubert Preißl
- Institute of Diabetes Research and Metabolic Diseases (IDM) of the Helmholtz Center Munich, Tübingen, Germany.,German Center for Diabetes Research (DZD), Munich, Germany
| | - Alexander von Werder
- German Center for Infection Research (DZIF), Partner-Site Bonn-Cologne, Cologne, Germany.,Department of Internal Medicine II, School of Medicine, University Hospital Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Yascha Khodamoradi
- Department of Internal Medicine, Infectious Diseases, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Stefan Borgmann
- Department of Infectious Diseases and Infection Control, Ingolstadt Hospital, Ingolstadt, Germany
| | | | - Frank Hanses
- Emergency Department, University Hospital Regensburg, Regensburg, Germany
| | | | - Christiane Piepel
- Department of Internal Medicine I, Hospital Bremen-Center, Bremen, Germany
| | - Martin Hower
- Department for Pneumology, Infectiology, Internal Medicine and Intensive Care, gGmbH, Dortmund, Germany
| | - Jürgen Vom Dahl
- Division of Cardiology, Hospital Maria Hilf Mönchengladbach, Mönchengladbach, Germany
| | - Kai Wille
- University Clinic for Hematology, Oncology, Hemostaseology and Palliative Care, University of Bochum, Minden, Germany
| | - Christoph Römmele
- Internal Medicine III - Gastroenterology and Infectious Diseases, University Hospital of Augsburg, Augsburg, Germany
| | - Janne Vehreschild
- German Center for Diabetes Research (DZD), Munich, Germany.,Department of Internal Medicine I, Faculty of Medicine, University Hospital Cologne, Cologne, University of Cologne, Cologne, Germany.,Department of Internal Medicine, Hematology and Oncology, University Hospital Cologne, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Melanie Stecher
- Department of Internal Medicine I, Faculty of Medicine, University Hospital Cologne, Cologne, University of Cologne, Cologne, Germany.,German Center for Infection Research (DZIF), Partner-Site Bonn-Cologne, Cologne, Germany
| | - Michele Solimena
- German Center for Diabetes Research (DZD), Munich, Germany.,Helmholtz Center Munich, Faculty of Medicine, Paul Langerhans Institute Dresden, University Hospital, Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Michael Roden
- German Center for Diabetes Research (DZD), Munich, Germany.,Department of Endocrinology and Diabetology, Medical Faculty and University Hospital, Heinrich-Heine University, Düsseldorf, Germany.,Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich- Heine University, Düsseldorf, Germany
| | - Annette Schürmann
- German Center for Diabetes Research (DZD), Munich, Germany.,Department of Experimental Diabetology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Baptist Gallwitz
- Department of Internal Medicine IV, University Hospital of Tübingen, Tübingen, Germany
| | - Martin Hrabe de Angelis
- German Center for Diabetes Research (DZD), Munich, Germany.,Institute of Experimental Genetics, Helmholtz Zentrum München, Oberschleißheim, Germany.,TUM School of Life Sciences (SoLS), Chair of Experimental Genetics, Technische Universität München, Freising, Germany
| | - David S Ludwig
- New Balance Foundation Obesity Prevention Center, Boston Children's Hospital, Boston, MA, United States.,Department of Pediatrics, Harvard Medical School, Boston, MA, United States.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Matthias B Schulze
- German Center for Diabetes Research (DZD), Munich, Germany.,Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Bjoern Erik Ole Jensen
- Department of Gastroenterology, Hepatology and Infectious Diseases, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Andreas L Birkenfeld
- Institute of Diabetes Research and Metabolic Diseases (IDM) of the Helmholtz Center Munich, Tübingen, Germany.,Department of Internal Medicine IV, University Hospital of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD), Munich, Germany
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Fritsche L, Heni M, Eckstein SS, Hummel J, Schürmann A, Häring HU, Preißl H, Birkenfeld AL, Peter A, Fritsche A, Wagner R. Incretin Hypersecretion in Gestational Diabetes Mellitus. J Clin Endocrinol Metab 2022; 107:e2425-e2430. [PMID: 35180296 DOI: 10.1210/clinem/dgac095] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Indexed: 11/19/2022]
Abstract
CONTEXT Incretins are crucial stimulators of insulin secretion following food intake. Data on incretin secretion and action during pregnancy are sparse. OBJECTIVE The aim of the study was to investigate the incretin response during an oral glucose tolerance test (OGTT) in pregnant women with and without gestational diabetes mellitus (GDM). DESIGN We analyzed data from the ongoing observational PREG study (NCT04270578). SETTING The study was conducted at the University Hospital Tübingen. PARTICIPANTS We examined 167 women (33 with GDM) during gestational week 27 ± 2.2. INTERVENTION Subjects underwent 5-point OGTT with a 75-g glucose load. MAIN OUTCOME MEASURES We assessed insulin secretion and levels of total glucagon-like peptide-1 (GLP-1), glucose-dependent insulinotropic peptide (GIP), glicentin, and glucagon during OGTT. Linear regression was used to analyze the relation of GLP-1 and glucose with insulin secretion and the association of incretin levels on birth outcome. RESULTS Insulin secretion was significantly lower in women with GDM (P < 0.001). Postload GLP-1 and GIP were ~20% higher in women with GDM (all P < 0.05) independent of age, body mass index, and gestational age. GLP-1 increase was associated with insulin secretion only in GDM, but not in normal glucose tolerance. Postprandial GLP-1 levels were negatively associated with birth weight. CONCLUSIONS The more pronounced GLP-1 increase in women with GDM could be part of a compensatory mechanism counteracting GLP-1 resistance. Higher GLP-1 levels might be protective against fetal overgrowth.
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Affiliation(s)
- Louise Fritsche
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, 72076 Tübingen, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
| | - Martin Heni
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, 72076 Tübingen, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
- Department of Internal Medicine, Division of Endocrinology, Diabetology and Nephrology, Eberhard Karls University Tübingen, 72076 Tübingen, Germany
- Institute for Clinical Chemistry and Pathobiochemistry, Department for Diagnostic Laboratory Medicine, University Hospital Tübingen, 72076 Tübingen, Germany
| | - Sabine S Eckstein
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, 72076 Tübingen, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
| | - Julia Hummel
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, 72076 Tübingen, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
| | - Anette Schürmann
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
- German Institute of Human Nutrition, 14558 Potsdam-Rehbrücke, Germany
| | - Hans-Ulrich Häring
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, 72076 Tübingen, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
- Department of Internal Medicine, Division of Endocrinology, Diabetology and Nephrology, Eberhard Karls University Tübingen, 72076 Tübingen, Germany
| | - Hubert Preißl
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, 72076 Tübingen, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
| | - Andreas L Birkenfeld
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, 72076 Tübingen, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
- Department of Internal Medicine, Division of Endocrinology, Diabetology and Nephrology, Eberhard Karls University Tübingen, 72076 Tübingen, Germany
| | - Andreas Peter
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, 72076 Tübingen, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
- Institute for Clinical Chemistry and Pathobiochemistry, Department for Diagnostic Laboratory Medicine, University Hospital Tübingen, 72076 Tübingen, Germany
| | - Andreas Fritsche
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, 72076 Tübingen, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
- Department of Internal Medicine, Division of Endocrinology, Diabetology and Nephrology, Eberhard Karls University Tübingen, 72076 Tübingen, Germany
| | - Robert Wagner
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, 72076 Tübingen, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
- Department of Internal Medicine, Division of Endocrinology, Diabetology and Nephrology, Eberhard Karls University Tübingen, 72076 Tübingen, Germany
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4
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Wiechers C, Balles LS, Kirchhof S, Weber R, Avellina V, Pauluschke-Fröhlich J, Hallschmid M, Fritsche L, Preißl H, Fritsche A, Poets CF, Franz AR. Body composition in term offspring after maternal gestational diabetes does not predict postnatal hypoglycemia. BMC Pediatr 2021; 21:111. [PMID: 33676430 PMCID: PMC7936473 DOI: 10.1186/s12887-021-02578-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 02/23/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Offspring of mothers with gestational diabetes mellitus (GDM) have an increased risk of neonatal complications like birth trauma due to macrosomia or postnatal hypoglycemia, as well as long-term metabolic sequelae. Neonatal body composition may be a sensitive marker of metabolic effects on the fetus caused by suboptimal glycemic control during pregnancy. OBJECTIVE To determine body composition in offspring of mothers with GDM compared to a reference cohort of healthy term neonates and to assess whether increased body fat would be associated with postnatal hypoglycemia. METHODS This prospective, observational, cross-sectional study included 311 full-term, singleton infants born between June 2014 and July 2015. Body composition was measured within 96 h of birth using air displacement plethysmography. Results are indicated as median (1st Quartile - 3rd Quartile). RESULTS Of 311 infants, 40 (12.9%) were born to mothers with GDM. Birth weight standard deviation scores (SDS) (0.24 vs. - 0.07, p = 0.04), fat mass (370 g vs. 333 g, p = 0.02) as well as fat mass/total body mass (BF%; 11.4% vs. 10.8%, p = 0.03) were significantly higher in infants following maternal GDM than in controls. In GDM offspring, anthropometric parameters, fat mass or BF% did not differ between infants with or without postnatal hypoglycemia. In this cohort, SDS for birth weight, fat mass, fat free mass, BF% or postnatal hypoglycemia were not associated with maternal blood glucose levels measured at an oral glucose tolerance test. CONCLUSIONS SDS for birth weight, neonatal fat mass, and BF% were significantly higher in newborns following maternal GDM. In these infants born to mothers with GDM, body composition did not differ between those with or without postnatal hypoglycemia.
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Affiliation(s)
- Cornelia Wiechers
- Department of Neonatology, University Children's Hospital, Eberhard Karls University, Calwerstr. 7, 72076, Tuebingen, Germany.
| | - Lena S Balles
- Department of Neonatology, University Children's Hospital, Eberhard Karls University, Calwerstr. 7, 72076, Tuebingen, Germany
| | - Sara Kirchhof
- Department of Neonatology, University Children's Hospital, Eberhard Karls University, Calwerstr. 7, 72076, Tuebingen, Germany
| | - Romy Weber
- Department of Neonatology, University Children's Hospital, Eberhard Karls University, Calwerstr. 7, 72076, Tuebingen, Germany
| | - Vanessa Avellina
- Department of Neonatology, University Children's Hospital, Eberhard Karls University, Calwerstr. 7, 72076, Tuebingen, Germany
| | - Jan Pauluschke-Fröhlich
- Department of Obstetrics and Gynecology, University Hospital, Eberhard Karls University, Calwerstraße 7, 72076, Tübingen, Germany
| | - Manfred Hallschmid
- Institute for Medical Psychology and Behavioural Neurobiology, Eberhard Karls University, Otfried-Müller-Straße 25, 72076, Tübingen, Germany.,German Center for Diabetes Research, Eberhard Karls University, Tuebingen, Germany.,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the Eberhard Karls University, Tuebingen, Germany
| | - Louise Fritsche
- German Center for Diabetes Research, Eberhard Karls University, Tuebingen, Germany.,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the Eberhard Karls University, Tuebingen, Germany
| | - Hubert Preißl
- German Center for Diabetes Research, Eberhard Karls University, Tuebingen, Germany.,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the Eberhard Karls University, Tuebingen, Germany.,Department of Internal Medicine IV, Eberhard Karls University, Tuebingen, Germany
| | - Andreas Fritsche
- German Center for Diabetes Research, Eberhard Karls University, Tuebingen, Germany.,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the Eberhard Karls University, Tuebingen, Germany.,Department of Internal Medicine IV, Eberhard Karls University, Tuebingen, Germany
| | - Christian F Poets
- Department of Neonatology, University Children's Hospital, Eberhard Karls University, Calwerstr. 7, 72076, Tuebingen, Germany
| | - Axel R Franz
- Department of Neonatology, University Children's Hospital, Eberhard Karls University, Calwerstr. 7, 72076, Tuebingen, Germany.,Center for Pediatric Clinical Studies, University Children's Hospital, Eberhard Karls University, Tuebingen, Germany
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5
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Vosseler A, Zhao D, Fritsche L, Lehmann R, Kantartzis K, Small DM, Peter A, Häring HU, Birkenfeld AL, Fritsche A, Wagner R, Preißl H, Kullmann S, Heni M. No modulation of postprandial metabolism by transcutaneous auricular vagus nerve stimulation: a cross-over study in 15 healthy men. Sci Rep 2020; 10:20466. [PMID: 33235256 PMCID: PMC7686306 DOI: 10.1038/s41598-020-77430-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 10/29/2020] [Indexed: 12/13/2022] Open
Abstract
Experimental evidence suggests a crucial role of the autonomic nervous system in whole body metabolism with major regulatory effects of the parasympathetic branch in postprandial adaptation. However, the relative contribution of this mechanism is still not fully clear in humans. We therefore compared the effects of transcutaneous auricular vagus nerve stimulation (taVNS, Cerbomed Nemos) with sham stimulation during an oral glucose tolerance test in a randomized, single-blind, cross-over design in 15 healthy lean men. Stimulation was performed for 150 min, 30 min before and during the entire oral glucose tolerance test with stimulation cycles of 30 s of on-phase and 30 s of off-phase and a 25 Hz impulse. Heart rate variability and plasma catecholamine levels were assessed as proxies of autonomic tone in the periphery. Neither analyzed heart rate variability parameters nor plasma catecholamine levels were significantly different between the two conditions. Plasma glucose, insulin sensitivity and insulin secretion were also comparable between conditions. Thus, the applied taVNS device or protocol was unable to achieve significant effects on autonomic innervation in peripheral organs. Accordingly, glucose metabolism remained unaltered. Therefore, alternative approaches are necessary to investigate the importance of the autonomic nervous system in postprandial human metabolism.
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Affiliation(s)
- Andreas Vosseler
- Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, University Hospital Tübingen, Otfried-Müller-Str. 10, 72076, Tübingen, Germany.,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | - Dongxing Zhao
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany
| | - Louise Fritsche
- Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, University Hospital Tübingen, Otfried-Müller-Str. 10, 72076, Tübingen, Germany.,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | - Rainer Lehmann
- Institute for Clinical Chemistry and Pathobiochemistry, Department for Diagnostic Laboratory Medicine, University Hospital Tübingen, Tübingen, Germany
| | - Konstantinos Kantartzis
- Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, University Hospital Tübingen, Otfried-Müller-Str. 10, 72076, Tübingen, Germany.,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | - Dana M Small
- Modern Diet and Physiology Research Center, Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Andreas Peter
- German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany.,Institute for Clinical Chemistry and Pathobiochemistry, Department for Diagnostic Laboratory Medicine, University Hospital Tübingen, Tübingen, Germany
| | - Hans-Ulrich Häring
- Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, University Hospital Tübingen, Otfried-Müller-Str. 10, 72076, Tübingen, Germany.,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | - Andreas L Birkenfeld
- Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, University Hospital Tübingen, Otfried-Müller-Str. 10, 72076, Tübingen, Germany.,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | - Andreas Fritsche
- Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, University Hospital Tübingen, Otfried-Müller-Str. 10, 72076, Tübingen, Germany.,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | - Robert Wagner
- Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, University Hospital Tübingen, Otfried-Müller-Str. 10, 72076, Tübingen, Germany.,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | - Hubert Preißl
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | - Stephanie Kullmann
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany.,German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany
| | - Martin Heni
- Department of Internal Medicine IV, Division of Diabetology, Endocrinology and Nephrology, University Hospital Tübingen, Otfried-Müller-Str. 10, 72076, Tübingen, Germany. .,Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen, Tübingen, Germany. .,German Center for Diabetes Research (DZD e.V.), Neuherberg, Germany. .,Institute for Clinical Chemistry and Pathobiochemistry, Department for Diagnostic Laboratory Medicine, University Hospital Tübingen, Tübingen, Germany.
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Wiechers C, Kirchhof S, Balles L, Avelina V, Weber R, Maas C, Pauluschke-Fröhlich J, Hallschmid M, Preißl H, Fritsche A, Poets CF, Franz AR. Neonatal body composition: crossectional study in healthy term singletons in Germany. BMC Pediatr 2019; 19:488. [PMID: 31830928 PMCID: PMC6907196 DOI: 10.1186/s12887-019-1837-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 11/15/2019] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND During pregnancy, a variety of factors can influence fetal growth and development. Intrauterine growth may impact on later life and health. Neonatal body composition may be a more sensitive marker for the intrauterine environment than established anthropometric parameters at birth. METHODS To study neonatal body composition determined by air displacement plethysmography in healthy, term singletons as national reference data, and to establish factors impacting on neonatal body composition in this population. This prospective cross-sectional observational study included 271 healthy, full-term, singletons born between June 2014 and July 2015. Body composition was measured within 96 h of birth using air displacement plethysmography. RESULTS Median (Q1, Q2) fat mass / total body mass (BF%) in German singletons was 10.8% (7.7-13.4) and fat free mass (FFM) 2843 g (2606-3099). Female infants had significantly increased BF% compared to male infants (11.2% (8.7-14.0) vs. 9.6% (7.2-12.1)). On multiple regression analysis, BF% and fat mass increased with female gender, maternal pre-pregnancy body mass index, non-smoking mother and parity, whereas FFM increased with male gender and increasing gestational age at birth. Gestational weight gain category, birth mode, and postnatal age at measurement were not associated with BF%, FFM or fat mass. CONCLUSIONS We generated BF% and FFM centiles for healthy, term, singletons born in Germany; these are similar to those found in other European countries. Infant body composition at birth was associated with modifiable (pre-pregnancy body mass index, smoking), and given factors (gender, gestational age at birth, parity).
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Affiliation(s)
- Cornelia Wiechers
- Department of Neonatology, University Children’s Hospital, Eberhard Karls University, Tuebingen, Calwerstr. 7, 72076 Tuebingen, Germany
| | - Sara Kirchhof
- Department of Neonatology, University Children’s Hospital, Eberhard Karls University, Tuebingen, Calwerstr. 7, 72076 Tuebingen, Germany
| | - Lena Balles
- Department of Neonatology, University Children’s Hospital, Eberhard Karls University, Tuebingen, Calwerstr. 7, 72076 Tuebingen, Germany
| | - Vanessa Avelina
- Department of Neonatology, University Children’s Hospital, Eberhard Karls University, Tuebingen, Calwerstr. 7, 72076 Tuebingen, Germany
| | - Romy Weber
- Department of Neonatology, University Children’s Hospital, Eberhard Karls University, Tuebingen, Calwerstr. 7, 72076 Tuebingen, Germany
| | - Christoph Maas
- Department of Neonatology, University Children’s Hospital, Eberhard Karls University, Tuebingen, Calwerstr. 7, 72076 Tuebingen, Germany
| | - Jan Pauluschke-Fröhlich
- Department of Obstetrics and Gynecology, University Hospital, Eberhard Karls University, Tuebingen, Germany
| | - Manfred Hallschmid
- Institute for Medical Psychology and Behavioural Neurobiology, Eberhard Karls University, Tuebingen, Germany
- German Center for Diabetes Research, Eberhard Karls University, Tuebingen, Germany
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the Eberhard Karls University, Tuebingen, Germany
| | - Hubert Preißl
- German Center for Diabetes Research, Eberhard Karls University, Tuebingen, Germany
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the Eberhard Karls University, Tuebingen, Germany
- Department of Internal Medicine IV, Eberhard Karls University, Tuebingen, Germany
| | - Andreas Fritsche
- German Center for Diabetes Research, Eberhard Karls University, Tuebingen, Germany
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the Eberhard Karls University, Tuebingen, Germany
- Department of Internal Medicine IV, Eberhard Karls University, Tuebingen, Germany
| | - Christian F. Poets
- Department of Neonatology, University Children’s Hospital, Eberhard Karls University, Tuebingen, Calwerstr. 7, 72076 Tuebingen, Germany
| | - Axel R. Franz
- Department of Neonatology, University Children’s Hospital, Eberhard Karls University, Tuebingen, Calwerstr. 7, 72076 Tuebingen, Germany
- Center for Pediatric Clinical Studies, University Children’s Hospital, Eberhard Karls University, Tuebingen, Germany
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Moser J, Bensaid S, Kroupi E, Schleger F, Wendling F, Ruffini G, Preißl H. Evaluating Complexity of Fetal MEG Signals: A Comparison of Different Metrics and Their Applicability. Front Syst Neurosci 2019; 13:23. [PMID: 31191264 PMCID: PMC6546028 DOI: 10.3389/fnsys.2019.00023] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 05/06/2019] [Indexed: 11/13/2022] Open
Abstract
In this work, we aim to investigate whether information based metrics of neural activity are a useful tool for the quantification of consciousness before and shortly after birth. Neural activity is measured using fetal magnetoencephalography (fMEG) in human fetuses and neonates. Based on recent theories on consciousness, information-based metrics are established to measure brain complexity and to assess different levels of consciousness. Different metrics (measures of entropy, compressibility and fractality) are, thus, explored in a reference population and their usability is evaluated. For comparative analysis, two fMEG channels were selected: one where brain activity was previously detected and one at least 15 cm away, that represented a control channel. The usability of each metric was evaluated and results from the brain and control channel were compared. Concerning the ease of use with fMEG data, Lempel-Ziv-Complexity (LZC) was evaluated as best, as it is unequivocal and needs low computational effort. The fractality measures have a high number of parameters that need to be adjusted prior to analysis and therefore forfeit comparability, while entropy measures require a higher computational effort and more parameters to adjust compared to LZC. Comparison of a channel with brain activity and a control channel in neonatal recordings showed significant differences in most complexity metrics. This clear difference can be seen as proof of concept for the usability of complexity metrics in fMEG. For fetal data, this comparison produced less clear results which can be related to leftover maternal signals included in the control channel. Further work is necessary to conclusively interpret results from the analysis of fetal recordings. Yet this study shows that complexity metrics can be used for fMEG data on early consciousness and the evaluation gives a guidance for future work. The inconsistency of results from different metrics highlights the challenges of working with complexity metrics as neural correlates of consciousness, as well as the caution one should apply to interpret them.
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Affiliation(s)
- Julia Moser
- fMEG Center/Internal Medicine IV/Institute for Diabetes Research and Metabolic Diseases of the Hemholtz Center Munich at the University of Tübingen, Tübingen, Germany
| | | | | | - Franziska Schleger
- fMEG Center/Internal Medicine IV/Institute for Diabetes Research and Metabolic Diseases of the Hemholtz Center Munich at the University of Tübingen, Tübingen, Germany
| | | | | | - Hubert Preißl
- fMEG Center/Internal Medicine IV/Institute for Diabetes Research and Metabolic Diseases of the Hemholtz Center Munich at the University of Tübingen, Tübingen, Germany
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8
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Schwartz M, Steidle G, Martirosian P, Ramos-Murguialday A, Preißl H, Stemmer A, Yang B, Schick F. Spontaneous mechanical and electrical activities of human calf musculature at rest assessed by repetitive single-shot diffusion-weighted MRI and simultaneous surface electromyography. Magn Reson Med 2017; 79:2784-2794. [PMID: 28921633 DOI: 10.1002/mrm.26921] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Revised: 08/07/2017] [Accepted: 08/24/2017] [Indexed: 12/14/2022]
Abstract
PURPOSE Assessment of temporal and spatial relations between spontaneous mechanical activities in musculature (SMAM) at rest as revealed by diffusion-weighted imaging (DWI) and electrical muscular activities in surface EMG (sEMG). Potential influences of static and radiofrequency magnetic fields on muscular activity on sEMG measurements at rest were examined systematically. METHODS Series of diffusion-weighted stimulated echo planar imaging were recorded with concurrent sEMG measurements. Electrical activities in sEMG were analyzed by non-parametric Friedman and two-sample Kolmogorov-Smirnov test. Direct correlation of both modalities was investigated by temporal mapping of electrical activity in sEMG to DWI repetition interval. RESULTS Electrical activities in sEMG and number of visible SMAMs in DWI showed a strong correlation (ρ = 0.9718). High accordance between sEMG activities and visible SMAMs in DWI in a near-surface region around sEMG electrodes was achieved. Characteristics of sEMG activities were almost similar under varying magnetic field conditions. CONCLUSION Visible SMAMs in DWI have shown a close and direct relation to concurrent signals recorded by sEMG. MR-related magnetic fields had no significant effects on findings in sEMG. Hence, appearance of SMAMs in DWI should not be considered as imaging artifact or as effects originating from the special conditions of MR examinations. Spatial and temporal distributions of SMAMs indicate characteristics of spontaneous (microscopic) mechanical muscular action at rest. Therefore, DWI techniques should be considered as non-invasive tools for studying physiology and pathophysiology of spontaneous activities in resting muscle. Magn Reson Med 79:2784-2794, 2018. © 2017 International Society for Magnetic Resonance in Medicine.
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Affiliation(s)
- Martin Schwartz
- Section on Experimental Radiology, University of Tübingen, Tübingen, Germany.,Institute of Signal Processing and System Theory, University of Stuttgart, Stuttgart, Germany
| | - Günter Steidle
- Section on Experimental Radiology, University of Tübingen, Tübingen, Germany
| | - Petros Martirosian
- Section on Experimental Radiology, University of Tübingen, Tübingen, Germany
| | - Ander Ramos-Murguialday
- Institute for Medical Psychology and Behavioural Neurobiology, University of Tübingen, Tübingen, Germany.,Neurotechnology Laboratory, TECNALIA Health Department, San Sebastian, Spain
| | - Hubert Preißl
- Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Centre Munich at the University of Tuebingen, German Centre for Diabetes Research (DZD), Tübingen, Germany.,Department of Pharmacy and Biochemistry, Institute of Pharmaceutical Sciences, Interfaculty Centre for Pharmacogenomics and Pharma Research, University of Tübingen, Tübingen, Germany
| | | | - Bin Yang
- Institute of Signal Processing and System Theory, University of Stuttgart, Stuttgart, Germany
| | - Fritz Schick
- Section on Experimental Radiology, University of Tübingen, Tübingen, Germany
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Wacker-Gußmann A, Lim M, Henes J, Preißl H, Abele H, Kiefer I. Neue Möglichkeiten der fetalen Herzdiagnostik – fetale Magnetkardiografie. Z Geburtshilfe Neonatol 2011; 215:125-8. [DOI: 10.1055/s-0031-1271737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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10
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Guthoff M, Stingl K, Heni M, Tschritter O, Hennige A, Hallschmid M, Häring HU, Preißl H, Fritsche A. Einfluss von intranasal appliziertem Insulin auf die evozierte neuronale Aktivität bei Essensbildern. DIABETOL STOFFWECHS 2009. [DOI: 10.1055/s-0029-1221798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Preißl H, Eswaran H, Murphy P, Wilson J, Robinson S, Vrba J, Fife A, Tilotson M, Lowery C. Recording of Temporal-Spatial Biomagnetic Signals over the whole Maternal Abdomen with SARA - Auditory Fetal Brain Responses. BIOMED ENG-BIOMED TE 2001. [DOI: 10.1515/bmte.2001.46.s2.191] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Preißl H, Cruse H, Luksch H, Malaka R, Neumann T, Sengbusch GV, Warzecha AK. Group Report: The Behavior of Natural and Artificial Systems: Solutions to Functional Demands. Z NATURFORSCH C 1998. [DOI: 10.1515/znc-1998-7-827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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