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Ali Abdelhamid Y, Bernjak A, Phillips LK, Summers MJ, Weinel LM, Lange K, Chow E, Kar P, Horowitz M, Heller S, Deane AM. Nocturnal Hypoglycemia in Patients With Diabetes Discharged From ICUs: A Prospective Two-Center Cohort Study. Crit Care Med 2021; 49:636-649. [PMID: 33591015 DOI: 10.1097/ccm.0000000000004810] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVES There is very limited information about glycemic control after discharge from the ICU. The aims of this study were to evaluate the prevalence of hypoglycemia in ICU survivors with type-2 diabetes and determine whether hypoglycemia is associated with cardiac arrhythmias. DESIGN Prospective, observational, two-center study. Participants underwent up to 5 days of simultaneous blinded continuous interstitial glucose monitoring and ambulatory 12-lead electrocardiogram monitoring immediately after ICU discharge during ward-based care. Frequency of arrhythmias, heart rate variability, and cardiac repolarization markers were compared between hypoglycemia (interstitial glucose ≤ 3.5 mmol/L) and euglycemia (5-10 mmol/L) matched for time of day. SETTING Mixed medical-surgical ICUs in two geographically distinct university-affiliated hospitals. PATIENTS Patients with type-2 diabetes who were discharged from ICU after greater than or equal to 24 hours with greater than or equal to one organ failure and were prescribed subcutaneous insulin were eligible. MEASUREMENTS AND MAIN RESULTS Thirty-one participants (mean ± sd, age 65 ± 13 yr, glycated hemoglobin 64 ± 22 mmol/mol) were monitored for 101 ± 32 hours post-ICU (total 3,117 hr). Hypoglycemia occurred in 12 participants (39%; 95% CI, 22-56%) and was predominantly nocturnal (40/51 hr) and asymptomatic (25/29 episodes). Participants experiencing hypoglycemia had 2.4 ± 0.7 discrete episodes lasting 45 minutes (interquartile range, 25-140 min). Glucose nadir was less than or equal to 2.2 mmol/L in 34% of episodes. The longest episode of nocturnal hypoglycemia was 585 minutes with glucose nadir less than 2.2 mmol/L. Simultaneous electrocardiogram and continuous interstitial glucose monitoring recordings were obtained during 44 hours of hypoglycemia and 991 hours of euglycemia. Hypoglycemia was associated with greater risk of bradycardia but did not affect atrial or ventricular ectopics, heart rate variability, or cardiac repolarization. CONCLUSIONS In ICU survivors with insulin-treated type-2 diabetes, hypoglycemia occurs frequently and is predominantly nocturnal, asymptomatic, and prolonged.
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Affiliation(s)
- Yasmine Ali Abdelhamid
- Discipline of Acute Care Medicine, Department of Surgical Specialties, Adelaide Medical School, University of Adelaide, Adelaide, SA, Australia
- Intensive Care Unit, Division of Critical Care and Investigative Services, Royal Melbourne Hospital, Parkville, VIC, Australia
- The University of Melbourne, Melbourne Medical School, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Alan Bernjak
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, United Kingdom
- INSIGNEO Institute for in silico Medicine, University of Sheffield, Sheffield, United Kingdom
| | - Liza K Phillips
- Discipline of Medicine, Department of Medical Specialties, Adelaide Medical School, University of Adelaide, Adelaide, SA, Australia
- National Health and Medical Research Council Centre of Research Excellence in Translating Nutritional Science to Good Health, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, SA, Australia
- Endocrine and Metabolic Service, Medical Services, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Matthew J Summers
- Discipline of Acute Care Medicine, Department of Surgical Specialties, Adelaide Medical School, University of Adelaide, Adelaide, SA, Australia
- Intensive Care Unit, Critical Care Services, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Luke M Weinel
- Intensive Care Unit, Critical Care Services, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Kylie Lange
- Discipline of Medicine, Department of Medical Specialties, Adelaide Medical School, University of Adelaide, Adelaide, SA, Australia
- National Health and Medical Research Council Centre of Research Excellence in Translating Nutritional Science to Good Health, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, SA, Australia
| | - Elaine Chow
- Department of Medicine and Therapeutics, Chinese University of Hong Kong, Shatin, Hong Kong
| | - Palash Kar
- Discipline of Acute Care Medicine, Department of Surgical Specialties, Adelaide Medical School, University of Adelaide, Adelaide, SA, Australia
- Intensive Care Unit, Critical Care Services, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Michael Horowitz
- Discipline of Medicine, Department of Medical Specialties, Adelaide Medical School, University of Adelaide, Adelaide, SA, Australia
- National Health and Medical Research Council Centre of Research Excellence in Translating Nutritional Science to Good Health, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, SA, Australia
- Endocrine and Metabolic Service, Medical Services, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, United Kingdom
- Sheffield Teaching Hospitals Foundation Trust, Sheffield, United Kingdom
| | - Adam M Deane
- Discipline of Acute Care Medicine, Department of Surgical Specialties, Adelaide Medical School, University of Adelaide, Adelaide, SA, Australia
- Intensive Care Unit, Division of Critical Care and Investigative Services, Royal Melbourne Hospital, Parkville, VIC, Australia
- The University of Melbourne, Melbourne Medical School, Department of Medicine and Radiology, Royal Melbourne Hospital, Parkville, VIC, Australia
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Nielsen JB, Abild CB, Pedersen AM, Pedersen SB, Richelsen B. Continuous Glucose Monitoring After Gastric Bypass to Evaluate the Glucose Variability After a Low-Carbohydrate Diet and to Determine Hypoglycemia. Obes Surg 2018; 26:2111-2118. [PMID: 26755182 DOI: 10.1007/s11695-016-2058-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND Roux-en-Y gastric bypass (RYGB) alters glucose metabolism and can cause postprandial hypoglycemia. Continuous glucose monitoring (CGM) has been proposed as an evaluation tool in hypoglycemic RYGB individuals. The objective of this study is to investigate the use of CGM in clinical decision-making including diagnosing hypoglycemia and evaluating treatment effects. Furthermore, we aim to assess its accuracy in RYGB-operated individuals. METHODS Thirteen RYGB individuals with symptomatic hypoglycemia and 13 asymptomatic RYGB individuals underwent CGM for 5 days. During this period, a mixed-meal test with concomitant plasma glucose (PG) measurements was performed. Furthermore, the RYGB individuals followed a low-carbohydrate diet (LCD) for 1 day and maintained their ordinary diet (OD) for the rest of the period. RESULTS LCD reduced the CGM-determined glycemic variability of the mean interstitial fluid glucose (IFG) significantly compared to OD (p < 0.0001). Receiver operating characteristic analysis confirmed that low blood glucose index (e.g., the frequency and amplitude of hypoglycemic events) is the most reliable parameter related to the development of symptomatic hypoglycemia, with a sensitivity of 0.91 (confidence interval [CI] 0.59; 1.00) and a specificity of 0.77 (CI 0.46; 0.95). However, CGM, measuring the IFG in the subcutaneous adipose tissue, overestimated the minimum glucose levels by 1.1 ± 0.9 mmol/l compared with PG. CONCLUSIONS CGM was a good method for demonstrating increased glycemic variability among RYGB individuals and for displaying dietary effects on reducing this glycemic variability, including hypoglycemic events. In RYGB individuals, CGM-measured IFG overestimated the real glucose value by about 1 mmol/l in the hypoglycemic range. This should be taken into consideration if CGM is used to diagnose hypoglycemia after RYGB.
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Affiliation(s)
- Joan Bach Nielsen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, 2nd Floor, Building 3C, Tage-Hansens Gade 2, Aarhus C, 8000, Aarhus, Denmark.
| | - Caroline Bruun Abild
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, 2nd Floor, Building 3C, Tage-Hansens Gade 2, Aarhus C, 8000, Aarhus, Denmark
| | - Ane Mathilde Pedersen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, 2nd Floor, Building 3C, Tage-Hansens Gade 2, Aarhus C, 8000, Aarhus, Denmark
| | - Steen Bønløkke Pedersen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, 2nd Floor, Building 3C, Tage-Hansens Gade 2, Aarhus C, 8000, Aarhus, Denmark
| | - Bjørn Richelsen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, 2nd Floor, Building 3C, Tage-Hansens Gade 2, Aarhus C, 8000, Aarhus, Denmark
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Makrilakis K, Stathi C, Vlahodimitris I, Kalopita S, Thomakos P, Konstantopoulos P, Perrea D, Katsilambros N, Liatis S. Hypoglycaemia causes both daytime and nighttime QTc interval prolongation in patients with type 2 diabetes receiving insulin treatment. DIABETES & METABOLISM 2017; 44:175-177. [PMID: 29029946 DOI: 10.1016/j.diabet.2017.08.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2017] [Revised: 08/23/2017] [Accepted: 08/28/2017] [Indexed: 11/25/2022]
Affiliation(s)
- K Makrilakis
- First Department of Propaedeutic Medicine, National and Kapodistrian University of Athens Medical School, Laiko General Hospital, 17, Ag. Thoma St, 11527 Athens, Greece.
| | - C Stathi
- First Department of Propaedeutic Medicine, National and Kapodistrian University of Athens Medical School, Laiko General Hospital, 17, Ag. Thoma St, 11527 Athens, Greece
| | - I Vlahodimitris
- Department of Cardiology, Laiko General Hospital, 17, Ag. Thoma St, 11527 Athens, Greece
| | - S Kalopita
- First Department of Propaedeutic Medicine, National and Kapodistrian University of Athens Medical School, Laiko General Hospital, 17, Ag. Thoma St, 11527 Athens, Greece
| | - P Thomakos
- First Department of Propaedeutic Medicine, National and Kapodistrian University of Athens Medical School, Laiko General Hospital, 17, Ag. Thoma St, 11527 Athens, Greece
| | - P Konstantopoulos
- Laboratory for Experimental Surgery and Surgical Research 'Christeas Hall', National and Kapodistrian University of Athens Medical School, 15B, Ag. Thoma St, 11527 Athens, Greece
| | - D Perrea
- Laboratory for Experimental Surgery and Surgical Research 'Christeas Hall', National and Kapodistrian University of Athens Medical School, 15B, Ag. Thoma St, 11527 Athens, Greece
| | - N Katsilambros
- First Department of Propaedeutic Medicine, National and Kapodistrian University of Athens Medical School, Laiko General Hospital, 17, Ag. Thoma St, 11527 Athens, Greece; Laboratory for Experimental Surgery and Surgical Research 'Christeas Hall', National and Kapodistrian University of Athens Medical School, 15B, Ag. Thoma St, 11527 Athens, Greece
| | - S Liatis
- First Department of Propaedeutic Medicine, National and Kapodistrian University of Athens Medical School, Laiko General Hospital, 17, Ag. Thoma St, 11527 Athens, Greece
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Levy JC, Davies MJ, Holman RR. Continuous glucose monitoring detected hypoglycaemia in the Treating to Target in Type 2 Diabetes Trial (4-T). Diabetes Res Clin Pract 2017; 131:161-168. [PMID: 28750219 DOI: 10.1016/j.diabres.2017.01.022] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Accepted: 01/09/2017] [Indexed: 10/19/2022]
Abstract
AIMS Hypoglycaemia is a significant risk in insulin treated type 2 diabetes and has been associated with future risk of cardiovascular events. We compared the frequency of low-glucose events using continuous glucose monitoring (CGM) with that of self-reported hypoglycemic events at the end of the first and third years of the Treating to Target in Type 2 Diabetes Trial (4-T), which compared biphasic, prandial and basal insulin regimens added to sulfonylurea and metformin. METHODS CGM using a Medtronic Gold system was performed in a subgroup of 4-T participants. CGM detected low-glucose events were defined at thresholds of ≤3.0 (CGM3.0) and ≤2.2 (CGM2.2) mmol/l. RESULTS Of the 110 participants, 106 and 70 had CGM analysable data at the end of years 1 and 3 respectively. In both years, the frequency of CGM detected low glucose events was several fold higher than that of self-reported hypoglycaemia (symptoms with blood glucose less than 3.1mmol/l [<56mg/dl]). At the end of the first year, CGM3.0 and CGM2.2 mean (95%CI) event frequencies, expressed at events per participant per year, were 120 (85, 155) and 41 (21, 61) compared with 17 (8, 29) self-reported events during CGM, each p=0.001. The disparity at the end of the third year was similar. CONCLUSIONS These data demonstrate the likely under-reporting of hypoglycaemia and of potential hypoglycaemia unawareness in clinical trials. The clinical implications of these findings need to be explored further (ISRCTN No ISRCTN51125379).
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Affiliation(s)
- J C Levy
- Diabetes Trials Unit, Oxford Centre for Diabetes, Endocrinology, and Metabolism, UK.
| | - M J Davies
- University of Leicester, Diabetes Research Centre, Leicester, UK
| | - R R Holman
- Diabetes Trials Unit, Oxford Centre for Diabetes, Endocrinology, and Metabolism, UK.
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Dungan K, Binkley P, Osei K. Glycemic variability during algorithmic titration of insulin among hospitalized patients with type 2 diabetes and heart failure. J Diabetes Complications 2016; 30:150-4. [PMID: 26475503 PMCID: PMC4698074 DOI: 10.1016/j.jdiacomp.2015.09.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 09/16/2015] [Accepted: 09/16/2015] [Indexed: 01/14/2023]
Abstract
AIMS The objective of this study is to assess hypoglycemia and glycemic variability (GV) in hospitalized patients with and without heart failure (HF) exacerbation. METHODS Hospitalized patients with type 2 diabetes (T2D) with (N=35) or without (N=16) HF who had hyperglycemia or significant insulin use were included. Subjects underwent continuous glucose monitoring during algorithmic titration of basal bolus insulin. RESULTS HF subjects had lower glucose coefficient of variation ([CV], 31±12 vs. 22±8.2, p=0.02), lower Low Blood Glucose Index (LBGI) and less hypoglycemia (25% vs. 2.6%, p=0.02), but similar mean glucose and glycemic lability index as non-HF subjects on day 1, but not on day 2. Sensor CV was correlated with hypoglycemia (ρ 0.32, p=0.02), HF status (ρ -0.35, p=0.013), T2D duration (ρ 0.29, p=0.04), insulin use prior to admission (ρ 0.42, p=0.002) and catecholamine levels. After controlling for differences in age, HbA1c, hypoglycemia, catecholamine levels, QT interval, and beta blocker use, only HF and diabetes duration or insulin use prior to admission were independent predictors of CV. HF had less robust associations with LBGI in multivariable models. CONCLUSIONS HF is not associated with increased GV or hypoglycemia risk during initial titration of insulin. Further research is needed to determine prognostic implications.
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Affiliation(s)
- Kathleen Dungan
- The Ohio State University Division of Endocrinology, Diabetes & Metabolism, 1581 Dodd Drive, Columbus, OH 43210.
| | - Philip Binkley
- The Ohio State University Dorothy M. Davis Heart and Lung Research Institute, 244 Davis Heart & Lung Research Institute, 473 W. 12th Avenue, Columbus, OH 43210; The Ohio State University Division of Cardiovascular Medicine, 244 Davis Heart & Lung Research Institute, 473 W. 12th Avenue, Columbus, OH 43210
| | - Kwame Osei
- The Ohio State University Division of Endocrinology, Diabetes & Metabolism, 1581 Dodd Drive, Columbus, OH 43210
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Chow E, Bernjak A, Williams S, Fawdry RA, Hibbert S, Freeman J, Sheridan PJ, Heller SR. Risk of cardiac arrhythmias during hypoglycemia in patients with type 2 diabetes and cardiovascular risk. Diabetes 2014; 63:1738-47. [PMID: 24757202 DOI: 10.2337/db13-0468] [Citation(s) in RCA: 272] [Impact Index Per Article: 27.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Recent trials of intensive glycemic control suggest a possible link between hypoglycemia and excess cardiovascular mortality in patients with type 2 diabetes. Hypoglycemia might cause arrhythmias through effects on cardiac repolarization and changes in cardiac autonomic activity. Our aim was to study the risk of arrhythmias during spontaneous hypoglycemia in type 2 diabetic patients with cardiovascular risk. Twenty-five insulin-treated patients with type 2 diabetes and a history of cardiovascular disease or two or more risk factors underwent simultaneous continuous interstitial glucose and ambulatory electrocardiogram monitoring. Frequency of arrhythmias, heart rate variability, and markers of cardiac repolarization were compared between hypoglycemia and euglycemia and between hyperglycemia and euglycemia matched for time of day. There were 134 h of recording at hypoglycemia, 65 h at hyperglycemia, and 1,258 h at euglycemia. Bradycardia and atrial and ventricular ectopic counts were significantly higher during nocturnal hypoglycemia compared with euglycemia. Arrhythmias were more frequent during nocturnal versus daytime hypoglycemia. Excessive compensatory vagal activation after the counterregulatory phase may account for bradycardia and associated arrhythmias. QT intervals, corrected for heart rate, >500 ms and abnormal T-wave morphology were observed during hypoglycemia in some participants. Hypoglycemia, frequently asymptomatic and prolonged, may increase the risk of arrhythmias in patients with type 2 diabetes and high cardiovascular risk. This is a plausible mechanism that could contribute to increased cardiovascular mortality during intensive glycemic therapy.
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Affiliation(s)
- Elaine Chow
- Department of Cardiovascular Science, University of Sheffield, Sheffield, U.K
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