Ram D Pathak1, Emily B Schroeder2, Elizabeth R Seaquist3, Chan Zeng2, Jennifer Elston Lafata4, Abraham Thomas5, Jay Desai6, Beth Waitzfelder7, Gregory A Nichols8, Jean M Lawrence9, Andrew J Karter10, John F Steiner2, Jodi Segal11, Patrick J O'Connor6. 1. Marshfield Clinic, Marshfield, WI pathak.ram@marshfieldclinic.org. 2. Kaiser Permanente Colorado, Institute for Health Research, Denver, CO. 3. Department of Medicine, University of Minnesota, Minneapolis, MN. 4. Virginia Commonwealth University, Richmond, VA Henry Ford Health System, Detroit, MI. 5. Henry Ford Health System, Detroit, MI. 6. HealthPartners Institute for Education and Research, Minneapolis, MN. 7. Kaiser Permanente Hawaii, Honolulu, HI. 8. Kaiser Permanente Northwest, Portland, OR. 9. Kaiser Permanente Southern California, Pasadena, CA. 10. Kaiser Permanente Northern California, Oakland, CA. 11. Johns Hopkins University, Baltimore, MD.
Abstract
OBJECTIVE: Appropriate glycemic control is fundamental to diabetes care, but aggressive glucose targets and intensive therapy may unintentionally increase episodes of hypoglycemia. We quantified the burden of severe hypoglycemia requiring medical intervention in a well-defined population of insured individuals with diabetes receiving care in integrated health care delivery systems across the U.S. RESEARCH DESIGN AND METHODS: This observational cohort study included 917,440 adults with diabetes receiving care during 2005 to 2011 at participating SUrveillance, PREvention, and ManagEment of Diabetes Mellitus (SUPREME-DM) network sites. Severe hypoglycemia rates were based on any occurrence of hypoglycemia-related ICD-9 codes from emergency department or inpatient medical encounters and reported overall and by age, sex, comorbidity status, antecedent A1C level, and medication use. RESULTS: Annual rates of severe hypoglycemia ranged from 1.4 to 1.6 events per 100 person-years. Rates of severe hypoglycemia were higher among those with older age, chronic kidney disease, congestive heart failure, cardiovascular disease, depression, and higher A1C levels, and in users of insulin, insulin secretagogues, or β-blockers (P < 0.001 for all). Changes in severe hypoglycemia occurrence over time were not clinically significant in the cohort as a whole but were observed in subgroups of individuals with chronic kidney disease, congestive heart failure, and cardiovascular disease. CONCLUSIONS: Risk of severe hypoglycemia in clinical settings is considerably higher in identifiable patient subgroups than in randomized controlled trials. Strategies that reduce the risk of hypoglycemia in high-risk patients are needed.
OBJECTIVE: Appropriate glycemic control is fundamental to diabetes care, but aggressive glucose targets and intensive therapy may unintentionally increase episodes of hypoglycemia. We quantified the burden of severe hypoglycemia requiring medical intervention in a well-defined population of insured individuals with diabetes receiving care in integrated health care delivery systems across the U.S. RESEARCH DESIGN AND METHODS: This observational cohort study included 917,440 adults with diabetes receiving care during 2005 to 2011 at participating SUrveillance, PREvention, and ManagEment of Diabetes Mellitus (SUPREME-DM) network sites. Severe hypoglycemia rates were based on any occurrence of hypoglycemia-related ICD-9 codes from emergency department or inpatient medical encounters and reported overall and by age, sex, comorbidity status, antecedent A1C level, and medication use. RESULTS: Annual rates of severe hypoglycemia ranged from 1.4 to 1.6 events per 100 person-years. Rates of severe hypoglycemia were higher among those with older age, chronic kidney disease, congestive heart failure, cardiovascular disease, depression, and higher A1C levels, and in users of insulin, insulin secretagogues, or β-blockers (P < 0.001 for all). Changes in severe hypoglycemia occurrence over time were not clinically significant in the cohort as a whole but were observed in subgroups of individuals with chronic kidney disease, congestive heart failure, and cardiovascular disease. CONCLUSIONS: Risk of severe hypoglycemia in clinical settings is considerably higher in identifiable patient subgroups than in randomized controlled trials. Strategies that reduce the risk of hypoglycemia in high-risk patients are needed.
Authors: Andrew I Geller; Nadine Shehab; Maribeth C Lovegrove; Scott R Kegler; Kelly N Weidenbach; Gina J Ryan; Daniel S Budnitz Journal: JAMA Intern Med Date: 2014-05 Impact factor: 21.873
Authors: Karen J Blumenthal; Mary E Larkin; Gail Winning; David M Nathan; Richard W Grant Journal: BMC Health Serv Res Date: 2010-06-09 Impact factor: 2.655
Authors: Caroline S Fox; Sherita Hill Golden; Cheryl Anderson; George A Bray; Lora E Burke; Ian H de Boer; Prakash Deedwania; Robert H Eckel; Abby G Ershow; Judith Fradkin; Silvio E Inzucchi; Mikhail Kosiborod; Robert G Nelson; Mahesh J Patel; Michael Pignone; Laurie Quinn; Philip R Schauer; Elizabeth Selvin; Dorothea K Vafiadis Journal: Circulation Date: 2015-08-05 Impact factor: 29.690
Authors: Gregory A Nichols; Jay Desai; Jennifer Elston Lafata; Jean M Lawrence; Patrick J O'Connor; Ram D Pathak; Marsha A Raebel; Robert J Reid; Joseph V Selby; Barbara G Silverman; John F Steiner; W F Stewart; Suma Vupputuri; Beth Waitzfelder Journal: Prev Chronic Dis Date: 2012-06-07 Impact factor: 2.830
Authors: Yun Shen; Lizheng Shi; Elizabeth Nauman; Peter T Katzmarzyk; Eboni G Price-Haywood; Alessandra N Bazzano; Somesh Nigam; Gang Hu Journal: Stroke Date: 2019-02 Impact factor: 7.914
Authors: Yun Shen; Jian Zhou; Lizheng Shi; Elizabeth Nauman; Peter T Katzmarzyk; Eboni G Price-Haywood; Ronald Horswell; San Chu; Shengping Yang; Alessandra N Bazzano; Somesh Nigam; Gang Hu Journal: Diabetes Obes Metab Date: 2020-03-31 Impact factor: 6.577
Authors: Andrew J Karter; Kasia J Lipska; Patrick J O'Connor; Jennifer Y Liu; Howard H Moffet; Emily B Schroeder; Jean M Lawrence; Gregory A Nichols; Katherine M Newton; Ram D Pathak; Jay Desai; Beth Waitzfelder; Melissa G Butler; Abraham Thomas; John F Steiner Journal: J Diabetes Complications Date: 2017-02-21 Impact factor: 2.852
Authors: Neda Laiteerapong; Jennifer M Cooper; M Reza Skandari; Philip M Clarke; Aaron N Winn; Rochelle N Naylor; Elbert S Huang Journal: Ann Intern Med Date: 2017-12-12 Impact factor: 25.391
Authors: Alexandra K Lee; Clare J Lee; Elbert S Huang; A Richey Sharrett; Josef Coresh; Elizabeth Selvin Journal: Diabetes Care Date: 2017-09-19 Impact factor: 19.112
Authors: Charles Senteio; Julia Adler-Milstein; Caroline Richardson; Tiffany Veinot Journal: J Am Med Inform Assoc Date: 2019-08-01 Impact factor: 4.497