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Pasveer YM, Aydin Ö, Groen AK, Meijnikman AS, Nieuwdorp M, Gerdes VEA, van Riel NAW. Does GLP-1 cause post-bariatric hypoglycemia: 'Computer says no'. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 257:108424. [PMID: 39326360 DOI: 10.1016/j.cmpb.2024.108424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 07/18/2024] [Accepted: 09/11/2024] [Indexed: 09/28/2024]
Abstract
BACKGROUND AND OBJECTIVE Patients who underwent Roux-en-Y Gastric Bypass surgery for treatment of obesity or diabetes can suffer from post-bariatric hypoglycemia (PBH). It has been assumed that PBH is caused by increased levels of the hormone GLP-1. In this research, we elucidate the role of GLP-1 in PBH with a physiology-based mathematical model. METHODS The Eindhoven Diabetes Simulator (EDES) model, simulating postprandial glucose homeostasis, was adapted to include the effect of GLP-1 on insulin secretion. Parameter sensitivity analysis was used to identify parameters that could cause PBH. Virtual patient models were created by defining sets of models parameters based on 63 participants from the HypoBaria study cohort, before and one year after bariatric surgery. RESULTS Simulations with the virtual patient models showed that glycemic excursions can be correctly simulated for the study population, despite heterogeneity in the glucose, insulin and GLP-1 data. Sensitivity analysis showed that GLP-1 stimulated insulin secretion alone was not able to cause PBH. Instead, analyses showed the increased transit speed of the ingested food resulted in quick and increased glucose absorption in the gut after surgery, which in turn induced postprandial glycemic dips. Furthermore, according to the model post-bariatric increased rate of glucose absorption in combination with different levels of insulin sensitivity can result in PBH. CONCLUSIONS Our model findings implicate that if initial rapid improvement in insulin sensitivity after gastric bypass surgery is followed by a more gradual decrease in insulin sensitivity, this may result in the emergence of PBH after prolonged time (months to years after surgery).
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Affiliation(s)
- Ysanne M Pasveer
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Ömrüm Aydin
- Department of Vascular Medicine, Amsterdam UMC - AMC, Amsterdam, The Netherlands
| | - Albert K Groen
- Department of Vascular Medicine, Amsterdam UMC - AMC, Amsterdam, The Netherlands
| | - Abraham S Meijnikman
- Department of Vascular Medicine, Amsterdam UMC - AMC, Amsterdam, The Netherlands
| | - Max Nieuwdorp
- Department of Vascular Medicine, Amsterdam UMC - AMC, Amsterdam, The Netherlands
| | - Victor E A Gerdes
- Department of Vascular Medicine, Amsterdam UMC - AMC, Amsterdam, The Netherlands; Department of Bariatric Surgery, Spaarne Gasthuis, Hoofddorp, The Netherlands; Department of Internal Medicine, Spaarne Gasthuis, Hoofddorp, The Netherlands
| | - Natal A W van Riel
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands; Department of Vascular Medicine, Amsterdam UMC - AMC, Amsterdam, The Netherlands.
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Bjerkan KK, Sandvik J, Nymo S, Johnsen G, Hyldmo ÅA, Kulseng BE, Salater S, Høydal KL, Hoff DAL. Postbariatric hypoglycemia, abdominal pain and gastrointestinal symptoms after Roux-en-Y gastric bypass explored by continuous glucose monitoring. Obes Res Clin Pract 2024; 18:9-14. [PMID: 38402034 DOI: 10.1016/j.orcp.2024.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 02/12/2024] [Accepted: 02/15/2024] [Indexed: 02/26/2024]
Abstract
BACKGROUND Abdominal pain and postbariatric hypoglycemia (PBH) are common after bariatric surgery. OBJECTIVES This study aimed to explore the potential relationship between abdominal pain, gastrointestinal symptoms, and PBH more than a decade after Roux-en-Y gastric bypass (RYGB) and whether continuous glucose monitoring (CGM) with dietary intervention has an educational role in reducing symptoms. SUBJECTS At two public hospitals in Norway (one University Hospital) 22 of 46 invited patients who reported abdominal pain more than weekly took part. Recruited from a prospective follow-up study of 546 patients 14.5 years after RYGB. METHODS They used a CGM for two 14-day periods, with a dietary intervention between periods. The Gastrointestinal Symptom Rating Scale (GSRS) and the Dumping Severity Score (DSS) questionnaires were completed at the start and end of the study. RESULTS The 22 women had preoperative age 39.6 ± 7.7 years and body mass index (BMI) 42.0 ± 4.0 kg/m2, present age 54.6 ± 7.7 years and BMI 29.8 ± 4.8 kg/m2. The total GSRS score and DSS of early dumping decreased after the diet intervention. The number of events with Level 1 (<3.9 mmol/L) or Level 2 (<3.0 mmol/L) hypoglycemia did not change in the second period. Half of the patients had fewer, three had unchanged, and eight had more frequent events with Level 1 hypoglycemia after the intervention. Ten patients had Level 2 hypoglycemia. CONCLUSION Though inconclusive findings, a personalized dietary intervention reduces GSRS. This intervention was accompanied by lower mean absolute glucose in patients with recurrent abdominal pain after bariatric surgery. However, further studies are needed to explore the benefits of CGM in this setting.
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Affiliation(s)
- Kirsti K Bjerkan
- Faculty of Social Science and History, Volda University College, Volda, Norway; Department of Surgery, Møre and Romsdal Hospital Trust, Ålesund, Norway.
| | - Jorunn Sandvik
- Department of Surgery, Møre and Romsdal Hospital Trust, Ålesund, Norway; Centre for Obesity Research, Clinic of Surgery, St. Olav's University Hospital, Trondheim, Norway; Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Siren Nymo
- Centre for Obesity Research, Clinic of Surgery, St. Olav's University Hospital, Trondheim, Norway; Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway; Clinic of Surgery, Namsos Hospital, Nord-Trøndelag Hospital Trust, Norway
| | - Gjermund Johnsen
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway; Norwegian National Advisory Unit on Advanced Laparoscopic Surgery, Clinic of Surgery, St.Olav's University Hospital, Trondheim, Norway
| | - Åsne A Hyldmo
- Centre for Obesity Research, Clinic of Surgery, St. Olav's University Hospital, Trondheim, Norway; Department of Clinical Studies, Møre and Romsdal Hospital Trust, Ålesund, Norway
| | - Bård Eirik Kulseng
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Sissel Salater
- Centre for Obesity Research, Clinic of Surgery, St. Olav's University Hospital, Trondheim, Norway
| | - Kjetil Laurits Høydal
- Department of Physical Education, Faculty of Arts and Physical Education, Volda University College, Volda, Norway
| | - Dag Arne L Hoff
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway; Department of Clinical Studies, Møre and Romsdal Hospital Trust, Ålesund, Norway; Department of Health Sciences, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Ålesund, Norway
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Tripyla A, Ferreira A, Schönenberger KA, Näf NH, Inderbitzin LE, Prendin F, Cossu L, Cappon G, Facchinetti A, Herzig D, Bally L. Relationship Between Symptom Perception and Postprandial Glycemic Profiles in Patients With Postbariatric Hypoglycemia After Roux-en-Y Gastric Bypass Surgery. Diabetes Care 2023; 46:1792-1798. [PMID: 37499048 DOI: 10.2337/dc23-0454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 07/12/2023] [Indexed: 07/29/2023]
Abstract
OBJECTIVE Post-bariatric surgery hypoglycemia (PBH) is a metabolic complication of Roux-en-Y gastric bypass (RYGB). Since symptoms are a key component of the Whipple's triad to diagnose nondiabetic hypoglycemia, we evaluated the relationship between self-reported symptoms and postprandial sensor glucose profiles. RESEARCH DESIGN AND METHODS Thirty patients with PBH after RYGB (age: 50.1 [41.6-60.6] years, 86.7% female, BMI: 26.5 [23.5-31.2] kg/m2; median [interquartile range]) wore a blinded Dexcom G6 sensor while recording autonomic, neuroglycopenic, and gastrointestinal symptoms over 50 days. Symptoms (overall and each type) were categorized into those occurring in postprandial periods (PPPs) without hypoglycemia, or in the preceding dynamic or hypoglycemic phase of PPPs with hypoglycemia (nadir sensor glucose <3.9 mmol/L). We further explored the relationship between symptoms and the maximum negative rate of sensor glucose change and nadir sensor glucose levels. RESULTS In 5,851 PPPs, 775 symptoms were reported, of which 30.6 (0.0-59.9)% were perceived in PPPs without hypoglycemia, 16.7 (0.0-30.1)% in the preceding dynamic phase and 45.0 (13.7-84.7)% in the hypoglycemic phase of PPPs with hypoglycemia. Per symptom type, 53.6 (23.8-100.0)% of the autonomic, 30.0 (5.6-80.0)% of the neuroglycopenic, and 10.4 (0.0-50.0)% of the gastrointestinal symptoms occurred in the hypoglycemic phase of PPPs with hypoglycemia. Both faster glucose dynamics and lower nadir sensor glucose levels were related with symptom perception. CONCLUSIONS The relationship between symptom perception and PBH is complex, challenging clinical judgement and decision-making in this population.
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Affiliation(s)
- Afroditi Tripyla
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Antonio Ferreira
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Katja A Schönenberger
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Division of Clinical Pharmacy and Epidemiology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Noah H Näf
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Lukas E Inderbitzin
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Francesco Prendin
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Luca Cossu
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Giacomo Cappon
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Andrea Facchinetti
- Department of Information Engineering, University of Padova, Padova, Italy
| | - David Herzig
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Lia Bally
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
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Yu Y, Groth SW. Use of Continuous Glucose Monitoring in Patients Following Bariatric Surgery: A Scoping Review. Obes Surg 2023; 33:2573-2582. [PMID: 37410260 DOI: 10.1007/s11695-023-06704-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 06/19/2023] [Accepted: 06/23/2023] [Indexed: 07/07/2023]
Abstract
The objective of this scoping review was to summarize the emerging literature on the use of continuous glucose monitoring (CGM) in post-bariatric surgery patients, with a focus on its features (e.g., device, mode, and accuracy), as well as purposes and outcomes of utilization. Three databases (PubMed, EMBASE, and Web of Science) were searched to obtain relevant studies. Results suggested that most studies used CGM for 3-7 days under blinded mode. Accuracy data were available in only one study, which reported a mean absolute relative difference of 21.7% for Freestyle Libre. The primary applications of CGM were for elucidating glucose patterns and assessing glycemic treatment outcomes. No study has tested the effect of CGM as an intervention strategy to enhance glucose control.
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Affiliation(s)
- Yang Yu
- School of Nursing, University of Rochester, 601 Elmwood Avenue, Rochester, NY, 14642, USA.
| | - Susan W Groth
- School of Nursing, University of Rochester, 601 Elmwood Avenue, Rochester, NY, 14642, USA
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Ostrovsky V, Knobler H, Lazar LO, Pines G, Kuniavsky T, Cohen L, Schiller T, Kirzhner A, Zornitzki T. Persistent post-bariatric-surgery hypoglycemia: A long-term follow-up reassessment. Nutr Metab Cardiovasc Dis 2023; 33:1197-1205. [PMID: 36948939 DOI: 10.1016/j.numecd.2023.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 01/28/2023] [Accepted: 02/15/2023] [Indexed: 03/24/2023]
Abstract
BACKGROUND AND AIM Post-bariatric-surgery hypoglycemia (PBH) is a serious complication of bariatric surgery (BS). In our previous study about three quarters of the patients developed PBH. However long-term follow-up data is lacking to determine whether this condition improves with time. The aim of the current study was to re-assess post-BS patients who participated in our previous study and determine whether there are changes in the frequency and/or severity of hypoglycemic events. METHODS AND RESULTS Twenty-four post-BS, post Roux-en-Y gastric-bypass (RYGB = 10), post omega-loop gastric-bypass (OLGB = 9) and post sleeve-gastrectomy (SG = 5) individuals were reevaluated in a follow-up study 34.4 ± 4 months after their previous assessment and 67 ± 17 months since surgery. The evaluation included: a dietitian assessment, a questionnaire, meal-tolerance test (MTT) and a one-week masked continuous glucose monitoring (CGM). Hypoglycemia and severe hypoglycemia were defined by glucose levels ≤54 mg/dl and ≤40 mg/dl, respectively. Thirteen patients reported questionnaire meal-related complaints, mainly non-specific. During MTT, hypoglycemia occurred in 75% of the patients, and severe hypoglycemia in a third, but none was associated with specific complaints. During CGM, 66% of patients developed hypoglycemia and 37% had severe hypoglycemia. We did not observe significant improvements in hypoglycemic events compared to the previous assessment. Despite the high frequency of hypoglycemia, it did not necessitate hospitalizations or lead to death. CONCLUSIONS PBH did not resolve within long-term follow-up. Intriguingly, most patient were unaware of these events which can lead to underestimation by the medical staff. Further studies are needed to determine possible long term sequela of repeated hypoglycemia.
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Affiliation(s)
- Viviana Ostrovsky
- Diabetes, Endocrinology and Metabolic Disease Institute, Kaplan Medical Center, Rehovot, Hebrew University of Jerusalem, The Faculty of Medicine, Israel.
| | - Hilla Knobler
- Diabetes, Endocrinology and Metabolic Disease Institute, Kaplan Medical Center, Rehovot, Hebrew University of Jerusalem, The Faculty of Medicine, Israel
| | - Li Or Lazar
- Surgery Department, Kaplan Medical Center, Rehovot, Hebrew University of Jerusalem, The Faculty of Medicine, Israel
| | - Guy Pines
- Surgery Department, Kaplan Medical Center, Rehovot, Hebrew University of Jerusalem, The Faculty of Medicine, Israel
| | - Tamila Kuniavsky
- Diabetes, Endocrinology and Metabolic Disease Institute, Kaplan Medical Center, Rehovot, Hebrew University of Jerusalem, The Faculty of Medicine, Israel
| | - Lee Cohen
- Diabetes, Endocrinology and Metabolic Disease Institute, Kaplan Medical Center, Rehovot, Hebrew University of Jerusalem, The Faculty of Medicine, Israel
| | - Tal Schiller
- Diabetes, Endocrinology and Metabolic Disease Institute, Kaplan Medical Center, Rehovot, Hebrew University of Jerusalem, The Faculty of Medicine, Israel
| | - Alena Kirzhner
- Diabetes, Endocrinology and Metabolic Disease Institute, Kaplan Medical Center, Rehovot, Hebrew University of Jerusalem, The Faculty of Medicine, Israel
| | - Taiba Zornitzki
- Diabetes, Endocrinology and Metabolic Disease Institute, Kaplan Medical Center, Rehovot, Hebrew University of Jerusalem, The Faculty of Medicine, Israel
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Tripyla A, Herzig D, Reverter-Branchat G, Pavan J, Schiavon M, Eugster PJ, Grouzmann E, Nakas CT, Sauvinet V, Meiller L, Zehetner J, Giachino D, Nett P, Gawinecka J, Del Favero S, Thomas A, Thevis M, Dalla Man C, Bally L. Counter-regulatory responses to postprandial hypoglycaemia in patients with post-bariatric hypoglycaemia vs surgical and non-surgical control individuals. Diabetologia 2023; 66:741-753. [PMID: 36648553 PMCID: PMC9947092 DOI: 10.1007/s00125-022-05861-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 11/21/2022] [Indexed: 01/18/2023]
Abstract
AIMS/HYPOTHESIS Post-bariatric hypoglycaemia is an increasingly recognised complication of bariatric surgery, manifesting particularly after Roux-en-Y gastric bypass. While hyperinsulinaemia is an established pathophysiological feature, the role of counter-regulation remains unclear. We aimed to assess counter-regulatory hormones and glucose fluxes during insulin-induced postprandial hypoglycaemia in patients with post-bariatric hypoglycaemia after Roux-en-Y gastric bypass vs surgical and non-surgical control individuals. METHODS In this case-control study, 32 adults belonging to four groups with comparable age, sex and BMI (patients with post-bariatric hypoglycaemia, Roux-en-Y gastric bypass, sleeve gastrectomy and non-surgical control individuals) underwent a postprandial hypoglycaemic clamp in our clinical research unit to reach the glycaemic target of 2.5 mmol/l 150-170 min after ingesting 15 g of glucose. Glucose fluxes were assessed during the postprandial and hypoglycaemic period using a dual-tracer approach. The primary outcome was the incremental AUC of glucagon during hypoglycaemia. Catecholamines, cortisol, growth hormone, pancreatic polypeptide and endogenous glucose production were also analysed during hypoglycaemia. RESULTS The rate of glucose appearance after oral administration, as well as the rates of total glucose appearance and glucose disappearance, were higher in both Roux-en-Y gastric bypass groups vs the non-surgical control group in the early postprandial period (all p<0.05). During hypoglycaemia, glucagon exposure was significantly lower in all surgical groups vs the non-surgical control group (all p<0.01). Pancreatic polypeptide levels were significantly lower in patients with post-bariatric hypoglycaemia vs the non-surgical control group (median [IQR]: 24.7 [10.9, 38.7] pmol/l vs 238.7 [186.3, 288.9] pmol/l) (p=0.005). Other hormonal responses to hypoglycaemia and endogenous glucose production did not significantly differ between the groups. CONCLUSIONS/INTERPRETATION The glucagon response to insulin-induced postprandial hypoglycaemia is lower in post-bariatric surgery individuals compared with non-surgical control individuals, irrespective of the surgical modality. No significant differences were found between patients with post-bariatric hypoglycaemia and surgical control individuals, suggesting that impaired counter-regulation is not a root cause of post-bariatric hypoglycaemia. TRIAL REGISTRATION ClinicalTrials.gov NCT04334161.
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Affiliation(s)
- Afroditi Tripyla
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - David Herzig
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Gemma Reverter-Branchat
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Jacopo Pavan
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Michele Schiavon
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Philippe J Eugster
- Laboratory of Catecholamines and Peptides, Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Eric Grouzmann
- Laboratory of Catecholamines and Peptides, Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Christos T Nakas
- School of Agricultural Sciences, Laboratory of Biometry, University of Thessaly, Volos, Greece
- University Institute of Clinical Chemistry, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Valérie Sauvinet
- Centre de Recherche Nutrition Humaine Rhône-Alpes, Univ-Lyon, Inserm, INRAe, Claude Bernard Lyon1 University, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, Pierre Bénite, France
| | - Laure Meiller
- Centre de Recherche Nutrition Humaine Rhône-Alpes, Univ-Lyon, Inserm, INRAe, Claude Bernard Lyon1 University, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, Pierre Bénite, France
| | - Joerg Zehetner
- Department of Visceral Surgery, Hirslanden Clinic Beau-Site, Bern, Switzerland
| | - Daniel Giachino
- Department of Visceral Surgery, Lindenhofspital, Bern, Switzerland
| | - Philipp Nett
- Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Joanna Gawinecka
- Institute of Clinical Chemistry, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Simone Del Favero
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Andreas Thomas
- Institute of Biochemistry / Center for Preventive Doping Research, German Sport University Cologne, Cologne, Germany
| | - Mario Thevis
- Institute of Biochemistry / Center for Preventive Doping Research, German Sport University Cologne, Cologne, Germany
| | - Chiara Dalla Man
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Lia Bally
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.
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Prendin F, Cappon G, Tripyla A, Herzig D, Bally L, Facchinetti A. Forecasting postbariatric hypoglycaemia in patients after Roux-en-Y gastric bypass using model-based algorithms fed by continuous glucose monitoring data: A proof-of-concept study. Diabetes Obes Metab 2022; 24:2061-2065. [PMID: 35642462 PMCID: PMC9546191 DOI: 10.1111/dom.14783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 05/12/2022] [Accepted: 05/26/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Francesco Prendin
- Department of Information Engineering (DEI)University of PadovaPadovaItaly
| | - Giacomo Cappon
- Department of Information Engineering (DEI)University of PadovaPadovaItaly
| | - Afroditi Tripyla
- Department of Diabetes, Endocrinology, Nutritional Medicine and MetabolismInselspital, Bern University Hospital, University of BernBernSwitzerland
| | - David Herzig
- Department of Diabetes, Endocrinology, Nutritional Medicine and MetabolismInselspital, Bern University Hospital, University of BernBernSwitzerland
| | - Lia Bally
- Department of Diabetes, Endocrinology, Nutritional Medicine and MetabolismInselspital, Bern University Hospital, University of BernBernSwitzerland
| | - Andrea Facchinetti
- Department of Information Engineering (DEI)University of PadovaPadovaItaly
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8
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Ferreira A, Emara AFA, Herzig D, Melmer A, Vogt AP, Nakas CT, Facchinetti A, Dalla Man C, Bally L. Study protocol for a randomised, double-blind, placebo-controlled crossover trial assessing the impact of the SGLT2 inhibitor empagliflozin on postprandial hypoglycaemia after gastric bypass. BMJ Open 2022; 12:e060668. [PMID: 36123073 PMCID: PMC9486284 DOI: 10.1136/bmjopen-2021-060668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
INTRODUCTION Postprandial hypoglycaemia after gastric bypass surgery (also known as postbariatric hypoglycaemia or PBH) is an increasingly encountered clinical problem. PBH is characterised by meal-induced rapid spikes and consequent falls in glycaemia, resulting in both hypoglycaemia burden and high glycaemic variability. Despite its frequency, there is currently no approved pharmacotherapy. The purpose of this investigation is to evaluate efficacy and safety of empagliflozin 25 mg, a sodium-glucose cotransporter 2-inhibitor, to reduce glucose excursions and hypoglycaemia burden in patients with PBH after gastric bypass surgery. METHODS AND ANALYSIS In a prospective, single-centre, randomised, double-blind, placebo-controlled, crossover trial, we plan to enrol 22 adults (≥18 years) with PBH after Roux-en-Y gastric bypass surgery (plasma or sensor glucose <3.0 mmol/L). Eligible patients will be randomised to receive empagliflozin 25 mg and placebo once daily, each for 20 days, in random order. Study periods will be separated by a 2-6 weeks wash-out period. The primary efficacy outcome will be the amplitude of plasma glucose excursion (peak to nadir) during a mixed meal tolerance test. Results will be presented as paired-differences±SD plus 95% CIs with p values and hypothesis testing for primary and secondary outcomes according to intention-to-treat. Secondary outcomes include continuous glucose monitoring-based outcomes, further metabolic measures and safety. ETHICS AND DISSEMINATION The DEEP-EMPA trial (original protocol title: Randomized, double-blind, placebo-controlled crossover trialassessing the impact of the SGLT2 inhibitor empagliflozin onpostprandial hypoglycaemia after gastric bypass) was approved by the Bern Ethics Committee (ID 2021-01187) and Swissmedic (Ref. Number: 102663190) in October and November 2021, respectively. First results are expected in the first quarter of 2023 and will be disseminated via peer-reviewed publications and presented at national and international conferences. The acronym DEEP was derived from an overarching project title (DEciphering the Enigma of Postprandial Hyperinsulinaemic Hypoglycaemia after Bariatric Surgery), the term EMPA stands for the drug empagliflozin. TRIAL REGISTRATION NUMBER NCT05057819.
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Affiliation(s)
- Antonio Ferreira
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, University of Bern, Bern, Switzerland
| | | | - David Herzig
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, University of Bern, Bern, Switzerland
| | - Andreas Melmer
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, University of Bern, Bern, Switzerland
| | - Andreas P Vogt
- Department of Anaesthesiology and Pain Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Christos T Nakas
- Laboratory of Biometry, School of Agriculture, University of Thessaly, Volos, Greece
| | - Andrea Facchinetti
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Chiara Dalla Man
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Lia Bally
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, University of Bern, Bern, Switzerland
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9
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Schönenberger KA, Cossu L, Prendin F, Cappon G, Wu J, Fuchs KL, Mayer S, Herzig D, Facchinetti A, Bally L. Digital Solutions to Diagnose and Manage Postbariatric Hypoglycemia. Front Nutr 2022; 9:855223. [PMID: 35464035 PMCID: PMC9021863 DOI: 10.3389/fnut.2022.855223] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 03/14/2022] [Indexed: 11/29/2022] Open
Abstract
Postbariatric hypoglycemia (PBH) is an increasingly recognized late metabolic complication of bariatric surgery, characterized by low blood glucose levels 1-3 h after a meal, particularly if the meal contains rapid-acting carbohydrates. PBH can often be effectively managed through appropriate nutritional measures, which remain the cornerstone treatment today. However, their implementation in daily life continues to challenge both patients and health care providers. Emerging digital technologies may allow for more informed and improved decision-making through better access to relevant data to manage glucose levels in PBH. Examples include applications for automated food analysis from meal images, digital receipts of purchased food items or integrated platforms allowing the connection of continuously measured glucose with food and other health-related data. The resulting multi-dimensional data can be processed with artificial intelligence systems to develop prediction algorithms and decision support systems with the aim of improving glucose control, safety, and quality of life of PBH patients. Digital innovations, however, face trade-offs between user burden vs. amount and quality of data. Further challenges to their development are regulatory non-compliance regarding data ownership of the platforms acquiring the required data, as well as user privacy concerns and compliance with regulatory requirements. Through navigating these trade-offs, digital solutions could significantly contribute to improving the management of PBH.
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Affiliation(s)
- Katja A. Schönenberger
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Division of Clinical Pharmacy and Epidemiology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Luca Cossu
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Francesco Prendin
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Giacomo Cappon
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Jing Wu
- Institute of Computer Science, University of St. Gallen, St. Gallen, Switzerland
| | - Klaus L. Fuchs
- ETH AI Center, Swiss Federal Institute of Technology (ETH) Zurich, Zurich, Switzerland
- Technology Studies, School of Humanities and Social Sciences, University of St. Gallen, St. Gallen, Switzerland
| | - Simon Mayer
- Institute of Computer Science, University of St. Gallen, St. Gallen, Switzerland
| | - David Herzig
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Andrea Facchinetti
- Department of Information Engineering, University of Padova, Padova, Italy
| | - Lia Bally
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
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Khoraki J, Salluzzo JL, Campos GM. Comment on: Defining clinically important hypoglycemia in Patients with postbariatric hypoglycemia. Surg Obes Relat Dis 2021; 17:1872-1873. [PMID: 34481726 DOI: 10.1016/j.soard.2021.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 08/04/2021] [Accepted: 08/05/2021] [Indexed: 10/20/2022]
Affiliation(s)
- Jad Khoraki
- Department of Surgery, Division of Bariatric and Gastrointestinal Surgery, Virginia Commonwealth University, Richmond, Virginia
| | - Jennifer L Salluzzo
- Department of Surgery, Division of Bariatric and Gastrointestinal Surgery, Virginia Commonwealth University, Richmond, Virginia
| | - Guilherme M Campos
- Department of Surgery, Division of Bariatric and Gastrointestinal Surgery, Virginia Commonwealth University, Richmond, Virginia
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