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Gracia-Ramos AE, Carretero-Gómez J, Mendez CE, Carrasco-Sánchez FJ. Evidence-based therapeutics for hyperglycemia in hospitalized noncritically ill patients. Curr Med Res Opin 2022; 38:43-53. [PMID: 34694181 DOI: 10.1080/03007995.2021.1997288] [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] [Indexed: 10/20/2022]
Abstract
Hyperglycemia in hospitalized patients, either with or without diabetes, is a common, serious, and costly healthcare problem. Evidence accumulated over 20 years has associated hyperglycemia with a significant increase in morbidity and mortality, both in surgical and medical patients. Based on this documented link between hyperglycemia and poor outcomes, clinical guidelines from professional organizations recommend the treatment of hospital hyperglycemia with a therapeutic goal of maintaining blood glucose (BG) levels less than 180 mg/dL. Insulin therapy remains a mainstay of glycemic management in the inpatient setting. The use of non-insulin antidiabetic drugs in the hospital setting is limited because little data are available regarding their safety and efficacy. However, information about the use of incretin-based therapy in inpatients has increased in the past 15 years. This review aims to summarize the different treatment strategies for hyperglycemia in hospitalized noncritical patients that are supported by observational studies or clinical trials with insulin and non-insulin drugs. In addition, we propose a protocol to help with the management of this important clinical problem.
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Affiliation(s)
- Abraham Edgar Gracia-Ramos
- Department of Internal Medicine, General Hospital, National Medicinal Center "La Raza," Instituto Mexicano del Seguro Social, Mexico City, Mexico
- Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional, Mexico City, Mexico
| | | | - Carlos E Mendez
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Diabetes and Endocrinology, Milwaukee VA Medical Center, Milwaukee, WI, USA
| | - Francisco Javier Carrasco-Sánchez
- Department of Internal Medicine, Diabetes and Cardiovascular Risk Factor Unit, University Hospital Juan Ramón Jimenez, Huelva, Spain
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Sly B, Russell AW, Sullivan C. Digital interventions to improve safety and quality of inpatient diabetes management: A systematic review. Int J Med Inform 2021; 157:104596. [PMID: 34785487 DOI: 10.1016/j.ijmedinf.2021.104596] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 09/01/2021] [Accepted: 09/25/2021] [Indexed: 01/08/2023]
Abstract
IMPORTANCE Diabetes is common amongst hospitalised patients and contributes to increased length of stay and poorer outcomes. Digital transformation, particularly the implementation of electronic medical records (EMRs), is rapidly occurring across the healthcare sector and provides an opportunity to improve the safety and quality of inpatient diabetes care. Alongside this revolution has been a considerable and ongoing evolution of digital interventions to optimise care of inpatients with diabetes including optimisation of EMRs, digital clinical decision support systems (CDSS) and solutions utilising data visibility to allow targeted patient review. OBJECTIVE To systematically appraise the recent literature to determine which digitally-enabled interventions including EMR, CDSS and data visibility solutions improve the safety and quality of non-critical care inpatient diabetes management. METHODS Pubmed, Embase and Cochrane databases were searched for suitable articles. Selected articles underwent quality assessment and analysis with results grouped by intervention type. RESULTS 1202 articles were identified with 42 meeting inclusion criteria. Four key interventions were identified; computerised physician order entry (n = 4), clinician decision support systems (n = 21), EMR driven active case finding (data visibility solutions) and targeted patient review (n = 10) and multicomponent system interventions (n = 7). Studies reported on glucometric outcomes, evidence-based medication ordering including medication errors, and patient and user outcomes. An improvement in glucometric measures particularly mean blood glucose and proportion of target range blood glucose levels and rates of evidence-based insulin prescribing were consistently demonstrated. CONCLUSION Digitally-enabled interventions utilised to improve quality and safety of inpatient diabetes care were heterogenous in design. The majority of studies across all intervention types reported positive effects for evidence-based prescribing and glucometric outcomes. There was less evidence for digital interventions reducing diabetes medication administration errors or impacting patient outcomes (length of stay).
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Affiliation(s)
- Benjamin Sly
- Centre for Health Services Research, Faculty of Medicine, University of Queensland, 20 Weightman St, Herston, 4006 Brisbane, Australia; Princess Alexandra Hospital, 199 Ipswich Road, Woolloongabba, 4102 Brisbane, Australia.
| | - Anthony W Russell
- Centre for Health Services Research, Faculty of Medicine, University of Queensland, 20 Weightman St, Herston, 4006 Brisbane, Australia; Princess Alexandra Hospital, 199 Ipswich Road, Woolloongabba, 4102 Brisbane, Australia
| | - Clair Sullivan
- Centre for Health Services Research, Faculty of Medicine, University of Queensland, 20 Weightman St, Herston, 4006 Brisbane, Australia; Metro North Hospital and Health Service, Butterfield St, Herston, 4029 Brisbane, Australia
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Koufakis T, Mustafa OG, Zebekakis P, Kotsa K. Oral antidiabetes agents for the management of inpatient hyperglycaemia: so far, yet so close. Diabet Med 2020; 37:1418-1426. [PMID: 32445407 DOI: 10.1111/dme.14329] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/18/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Hyperglycaemia is an ongoing challenge in hospital settings and is associated with poor outcomes. Current recommendations for the management of inpatient hyperglycaemia suggest insulin as the main glucose-lowering treatment choice and limit the administration of oral antidiabetes agents to a small proportion of cases because of safety concerns. AIM To present and critically appraise the available evidence on the use of oral antidiabetes agents in the hospital setting and the risk-benefit balance of such an approach in the era of cardiovascular outcomes trials. METHODS PubMed, Embase and Google Scholar databases were searched to identify relevant published work. Available evidence on the efficacy and the safety profile of oral agents in the context of their use in hospitalized individuals are summarized and discussed in this narrative review. RESULTS There is no robust evidence to suggest the use of metformin, thiazolidinediones, sulfonylureas and sodium-glucose co-transporter-2 inhibitors in the hospital setting, although some of their effects on acute outcomes deserve further evaluation in future studies. However, the use of dipeptidyl peptidase-4 inhibitors in inpatients with type 2 diabetes is supported by a few, well-designed, randomized controlled trials. These trials have demonstrated good safety and tolerability profiles, comparable to insulin glucose-lowering efficacy, and a reduction in insulin dose when dipeptidyl peptidase-4 inhibitors are co-administered with insulin, in individuals with mild to moderate hyperglycaemia and a stable clinical condition. CONCLUSION The administration of dipeptidyl peptidase-4 inhibitors to specific groups of inpatients might be a safe and effective alternative to insulin.
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Affiliation(s)
- T Koufakis
- Division of Endocrinology and Metabolism and Diabetes Centre, First Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, AHEPA University Hospital, Thessaloniki, Greece
| | - O G Mustafa
- Department of Diabetes, King's College Hospital, London, UK
| | - P Zebekakis
- Division of Endocrinology and Metabolism and Diabetes Centre, First Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, AHEPA University Hospital, Thessaloniki, Greece
| | - K Kotsa
- Division of Endocrinology and Metabolism and Diabetes Centre, First Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, AHEPA University Hospital, Thessaloniki, Greece
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Pasquel FJ, Fayfman M, Umpierrez GE. Debate on Insulin vs Non-insulin Use in the Hospital Setting-Is It Time to Revise the Guidelines for the Management of Inpatient Diabetes? Curr Diab Rep 2019; 19:65. [PMID: 31353426 DOI: 10.1007/s11892-019-1184-8] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PURPOSE OF REVIEW Hyperglycemia contributes to a significant increase in morbidity, mortality, and healthcare costs in the hospital. Professional associations recommend insulin as the mainstay of diabetes therapy in the inpatient setting. The standard of care basal-bolus insulin regimen is a labor-intensive approach associated with a significant risk of iatrogenic hypoglycemia. This review summarizes recent evidence from observational studies and clinical trials suggesting that not all patients require treatment with complex insulin regimens. RECENT FINDINGS Evidence from clinical trials shows that incretin-based agents are effective in appropriately selected hospitalized patients and may be a safe alternative to complicated insulin regimens. Observational studies also show that older agents (i.e., metformin and sulfonylureas) are commonly used in the hospital, but there are few carefully designed studies addressing their efficacy. Therapy with dipeptidyl peptidase-4 (DPP-4) inhibitors, alone or in combination with basal insulin, may effectively control glucose levels in patients with mild to moderate hyperglycemia. Further studies with glucagon-like peptide-1 (GLP-1) receptor analogs and older oral agents are needed to confirm their safety in the hospital.
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Affiliation(s)
- Francisco J Pasquel
- Department of Medicine/Endocrinology, Emory University School of Medicine, 69 Jesse Hill Jr Dr, Atlanta, GA, 30303, USA
| | - Maya Fayfman
- Department of Medicine/Endocrinology, Emory University School of Medicine, 69 Jesse Hill Jr Dr, Atlanta, GA, 30303, USA
| | - Guillermo E Umpierrez
- Department of Medicine/Endocrinology, Emory University School of Medicine, 69 Jesse Hill Jr Dr, Atlanta, GA, 30303, USA.
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Petite SE. Noninsulin medication therapy for hospitalized patients with diabetes mellitus. Am J Health Syst Pharm 2019; 75:1361-1368. [PMID: 30190293 DOI: 10.2146/ajhp170869] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
PURPOSE Published evidence regarding the role of noninsulin antidiabetic therapies in glycemic management of hospitalized patients with diabetes mellitus is reviewed. SUMMARY The American Diabetes Association recommends against the routine use of noninsulin antidiabetic therapies during hospitalization and supports insulin use instead. There are significant risks associated with insulin therapy, including hypoglycemia, and use of alternative therapies may be considered in hospitalized patients. A MEDLINE literature search was conducted to find articles on studies evaluating the use of noninsulin antidiabetic therapies in the inpatient setting; all full-text English-language publications presenting observational and randomized clinical trial data on the topic of interest were considered for inclusion in the review, with 9 publications selected for review. The majority of the reviewed research focused on incretin-based therapies, and favorable safety and efficacy outcomes were reported with the use of dipeptidyl peptidase-4 (DPP-4) inhibitors. The available evidence indicates that the use of other noninsulin medications, including glucagon-like peptide-1 receptor agonists and sulfonylureas, to achieve and maintain glycemic control in the inpatient setting may be limited by adverse effects. CONCLUSION Optimal glycemic control in hospitalized patients with diabetes is necessary to avoid adverse effects. Insulin therapy is currently the primary medication recommended for this patient population. DPP-4 inhibitors have been demonstrated to be safe and effective for use in the inpatient setting in patients with well-controlled diabetes. Further research is needed to help define the role of noninsulin medications in the inpatient setting.
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Affiliation(s)
- Sarah E Petite
- University of Toledo College of Pharmacy and Pharmaceutical Sciences, Toledo, OH
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Niedrig D, Krattinger R, Jödicke A, Gött C, Bucklar G, Russmann S. Development, implementation and outcome analysis of semi-automated alerts for metformin dose adjustment in hospitalized patients with renal impairment. Pharmacoepidemiol Drug Saf 2016; 25:1204-1209. [PMID: 27418265 DOI: 10.1002/pds.4062] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2016] [Revised: 04/02/2016] [Accepted: 06/10/2016] [Indexed: 01/06/2023]
Abstract
PURPOSE Overdosing of the oral antidiabetic metformin in impaired renal function is an important contributory cause to life-threatening lactic acidosis. The presented project aimed to quantify and prevent this avoidable medication error in clinical practice. METHODS We developed and implemented an algorithm into a hospital's clinical information system that prospectively identifies metformin prescriptions if the estimated glomerular filtration rate is below 60 mL/min. Resulting real-time electronic alerts are sent to clinical pharmacologists and pharmacists, who validate cases in electronic medical records and contact prescribing physicians with recommendations if necessary. RESULTS The screening algorithm has been used in routine clinical practice for 3 years and generated 2145 automated alerts (about 2 per day). Validated expert recommendations regarding metformin therapy, i.e., dose reduction or stop, were issued for 381 patients (about 3 per week). Follow-up was available for 257 cases, and prescribers' compliance with recommendations was 79%. Furthermore, during 3 years, we identified eight local cases of lactic acidosis associated with metformin therapy in renal impairment that could not be prevented, e.g., because metformin overdosing had occurred before hospitalization. CONCLUSIONS Automated sensitive screening followed by specific expert evaluation and personal recommendations can prevent metformin overdosing in renal impairment with high efficiency and efficacy. Repeated cases of metformin-associated lactic acidosis in renal impairment underline the clinical relevance of this medication error. Our locally developed and customized alert system is a successful proof of concept for a proactive clinical drug safety program that is now expanded to other clinically and economically relevant medication errors. Copyright © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- David Niedrig
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, Zurich, Switzerland.,Swiss Federal Institute of Technology Zurich (ETHZ), Zurich, Switzerland
| | - Regina Krattinger
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, Zurich, Switzerland
| | - Annika Jödicke
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, Zurich, Switzerland
| | - Carmen Gött
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, Zurich, Switzerland
| | - Guido Bucklar
- Department of Medical Informatics, University Hospital Zurich, Zurich, Switzerland
| | - Stefan Russmann
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, Zurich, Switzerland. .,Swiss Federal Institute of Technology Zurich (ETHZ), Zurich, Switzerland. .,drugsafety.ch, Küsnacht, ZH, Switzerland. .,Zurich Center for Integrative Human Physiology (ZIHP), Zurich, Switzerland.
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Inzucchi SE, Lipska KJ, Mayo H, Bailey CJ, McGuire DK. Metformin in patients with type 2 diabetes and kidney disease: a systematic review. JAMA 2014; 312:2668-75. [PMID: 25536258 PMCID: PMC4427053 DOI: 10.1001/jama.2014.15298] [Citation(s) in RCA: 383] [Impact Index Per Article: 38.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
IMPORTANCE Metformin is widely viewed as the best initial pharmacological option to lower glucose concentrations in patients with type 2 diabetes mellitus. However, the drug is contraindicated in many individuals with impaired kidney function because of concerns of lactic acidosis. OBJECTIVE To assess the risk of lactic acidosis associated with metformin use in individuals with impaired kidney function. EVIDENCE ACQUISITION In July 2014, we searched the MEDLINE and Cochrane databases for English-language articles pertaining to metformin, kidney disease, and lactic acidosis in humans between 1950 and June 2014. We excluded reviews, letters, editorials, case reports, small case series, and manuscripts that did not directly pertain to the topic area or that met other exclusion criteria. Of an original 818 articles, 65 were included in this review, including pharmacokinetic/metabolic studies, large case series, retrospective studies, meta-analyses, and a clinical trial. RESULTS Although metformin is renally cleared, drug levels generally remain within the therapeutic range and lactate concentrations are not substantially increased when used in patients with mild to moderate chronic kidney disease (estimated glomerular filtration rates, 30-60 mL/min per 1.73 m2). The overall incidence of lactic acidosis in metformin users varies across studies from approximately 3 per 100,000 person-years to 10 per 100,000 person-years and is generally indistinguishable from the background rate in the overall population with diabetes. Data suggesting an increased risk of lactic acidosis in metformin-treated patients with chronic kidney disease are limited, and no randomized controlled trials have been conducted to test the safety of metformin in patients with significantly impaired kidney function. Population-based studies demonstrate that metformin may be prescribed counter to prevailing guidelines suggesting a renal risk in up to 1 in 4 patients with type 2 diabetes mellitus--use which, in most reports, has not been associated with increased rates of lactic acidosis. Observational studies suggest a potential benefit from metformin on macrovascular outcomes, even in patients with prevalent renal contraindications for its use. CONCLUSIONS AND RELEVANCE Available evidence supports cautious expansion of metformin use in patients with mild to moderate chronic kidney disease, as defined by estimated glomerular filtration rate, with appropriate dosage reductions and careful follow-up of kidney function.
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Affiliation(s)
- Silvio E Inzucchi
- Section of Endocrinology, Yale University School of Medicine, New Haven, Connecticut
| | - Kasia J Lipska
- Section of Endocrinology, Yale University School of Medicine, New Haven, Connecticut
| | - Helen Mayo
- Health Sciences Digital Library and Learning Center, University of Texas Southwestern Medical Center, Dallas
| | - Clifford J Bailey
- School of Life & Health Sciences, Aston University, Birmingham, United Kingdom
| | - Darren K McGuire
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas
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Use of computer alerts to prevent the inappropriate use of metformin in an inpatient setting. Qual Manag Health Care 2013; 21:235-9. [PMID: 23011070 DOI: 10.1097/qmh.0b013e31826d1ef9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Metformin is recommended as initial therapy for most patients with type 2 diabetes mellitus. Its most serious adverse effect, lactic acidosis, is a rare entity with a high mortality rate. Despite well-publicized contraindications, metformin is inappropriately prescribed to many hospitalized patients. OBJECTIVE To determine the efficacy of computer alerts at reducing inappropriate metformin prescribing. METHODS Retrospective chart review of all hospitalized patients who received an order for metformin, before (n = 144) and after (n = 147) an intervention designed to reduce inappropriate administration. This intervention included 2 "hard-stop" computer alerts that prevented prescribing metformin to patients with renal dysfunction and in critical care or postoperative units; and 2 "soft" alerts that fired when no serum creatinine was available or the patient was in an outpatient surgical unit. Charts were reviewed for the presence of contraindications: renal insufficiency, congestive heart failure, recent myocardial infarction, surgery, or intravenous contrast use within 48 hours of metformin administration. RESULTS In the preintervention group there were 47 violations compared with 13 violations in the postintervention group (P < .001). The greatest improvement was in surgical patients (39 violations vs 11, P < .001). CONCLUSIONS Computer alerts at order entry were effective in decreasing the inappropriate prescribing of metformin in an inpatient setting.
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Shabbir H, Stein J, Tong D, Bhalla V, Wang A. A real-time nursing intervention reduces dysglycemia and improves best practices in noncritically ill hospitalized patients. J Hosp Med 2010; 5:E15-20. [PMID: 20063281 DOI: 10.1002/jhm.590] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Dysglycemia is prevalent in hospitalized patients and is associated with poor clinical outcomes. Educational interventions insufficiently improve best practices in managing dysglycemia. OBJECTIVE To reduce dysglycemia by improving best practices for inpatient glycemic control. DESIGN Interrupted time series. SETTING A community teaching hospital. PATIENTS A total of 653 adult, noncritically ill, nonobstetric patients. INTERVENTION A real-time nursing intervention (RTNI). A charge nurse issued a verbal invitation to the physician to utilize the existing glycemic control order set for patients with dysglycemia. MEASUREMENTS (1) Lone correctional insulin (LCI) usage; (2) potentially inappropriate oral hypoglycemic medication (PIOHM) usage; (3) patient day-weighted mean glucose (PDWMG; ie, mean glucose for each hospital day, averaged across all hospital days); (4) the percent of patients with PDWMG >180 mg/dL; and (5) the prevalence of severe hypoglycemia. RESULTS The use of LCI regimens decreased from 48% to 30% (P < 0.01) during the RTNI period and the rate of potentially inappropriate oral hypoglycemic medications (PIOHMs) usage was reduced from 29% to 13% (P < 0.01). PDWMG decreased from 166 mg/dL to 156 mg/dL (P = 0.04). After removal of the RTNI, outcome measures were not significantly different from baseline, with the exception of PIOHM use, which remained lower at 19% in the postintervention group (P = 0.04). CONCLUSIONS An RTNI promoting a best-practice glycemic control order set was successful in modestly lowering mean glucose levels and substantially reducing the use of LCI and PIOHMs.
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Affiliation(s)
- Hasan Shabbir
- Department of Medicine, Emory Johns Creek Hospital, Johns Creek, Georgia 30097, USA. hasan.shabbir@ emoryhealthcare.org
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