Inpatient HbA1c testing: a prospective observational study
Open accessAbstract
Objective: To use admission inpatient glycated hemoglobin (HbA1c) testing to help investigate the prevalence of unrecognized diabetes, the cumulative prevalence of unrecognized and known diabetes, and the prevalence of poor glycemic control in both. Moreover, we aimed to determine the 6-month outcomes for these patients. Finally, we aimed to assess the independent association of diabetes with these outcomes. Research, design, and methods: Prospective observational cohort study conducted in a tertiary hospital in Melbourne, Australia. Patients: A cohort of 5082 inpatients ≥54 years admitted between July 2013 and January 2014 underwent HbA1c measurement. A previous diagnosis of diabetes was obtained from the hospital medical record. Patient follow-up was extended to 6 months. Results: The prevalence of diabetes (known and unrecognized) was 34%. In particular, we identified that unrecognized but HbA1c-confirmed diabetes in 271 (5%, 95% CI 4.7% to 6.0%) patients, previously known diabetes in 1452 (29%, 95% CI 27.3% to 29.8%) patients; no diabetes in 3359 (66%, 95% CI 64.8–67.4%) patients. Overall 17% (95% CI 15.3% to 18.9%) of patients with an HbA1c of >6.5% had an HbA1c ≥8.5%. After adjusting for age, gender, Charlson Index score, estimated glomerular filtration rate, and hemoglobin levels, with admission unit treated as a random effect, patients with previously known diabetes had lower 6-month mortality (OR 0.69, 95% CI 0.56 to 0.87, p=0.001). However, there were no significant differences in proportions of intensive care unit admission, mechanical ventilation or readmission within 6 months between the 3 groups. Conclusions: Approximately one-third of all inpatients ≥54 years of age admitted to hospital have diabetes of which about 1 in 6 was previously unrecognized. Moreover, poor glycemic control was common. Proportions of intensive care unit admission, mechanical ventilation, or readmission were similar between the groups. Finally, diabetes was independently associated with lower 6-month mortality.
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Inpatient treatment and discharge planning are more effective when preadmission glycemia is considered.
“because inpatient treatment and discharge planning are more effective when preadmission glycemia is considered”
From 16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2026 (2026) · cites this paper as [5]
The Methods (page not provided) describe using admission HbA1c results to intensify treatment, plan further management, and inform discharge summaries. That supports considering glycemic status in care planning, but the paper does not show that doing so makes treatment or discharge planning more effective. The Conclusions say the impact on patient outcomes requires further study. (LLM, conf=0.87)
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Cites
Hyperglycemia: an independent marker of in-hospital mortality in patients with undiagnosed diabetes
Umpierrez, G. E., Isaacs, S. D., Bazargan, N., You, X., Thaler, L. M., & Kitabchi, A. E. (2002) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.87.3.8341 · Cited by 2,195 · see citing works
Survival as a function of HbA1c in people with type 2 diabetes: a retrospective cohort study
Currie, C. J., Peters, J. R., Tynan, A., Evans, M., Heine, R. J., Bracco, O. L., Zagar, T., & Poole, C. D. (2010) · The Lancet · doi:10.1016/s0140-6736(09)61969-3 · Cited by 874 · see citing works
HbA <sub>1c</sub> as a screening tool for detection of Type 2 diabetes: a systematic review
Bennett, C. M., Guo, M., & Dharmage, S. C. (2007) · Diabetic Medicine · doi:10.1111/j.1464-5491.2007.02106.x · Cited by 534 · see citing works
Flagged first, then by citations
Research works printed but not linked: 29
- [1]Valentine NA, Alhawassi TM, Roberts GW Detecting undiagnosed diabetes using glycated haemoglobin: an automated screening test in hospitalised patients. Med J Aust 2011; 194: 160– 4. 21401454
- [2]Greci LS, Kailasam M, Malkani S Utility of HbA(1c) levels for diabetes case finding in hospitalized patients with hyperglycemia. Diabetes Care 2003; 26: 1064– 8. 10.2337/diacare.26.4.1064 12663574 · DOI
- [3]International Expert C. International Expert Committee report on the role of the A1C assay in the diagnosis of diabetes. Diabetes Care 2009; 32: 1327– 34. 10.2337/dc09-9033 19502545 PMC2699715 · DOI · Paper page
- [4]Kilpatrick ES, Rigby AS, Atkin SL Variability in the relationship between mean plasma glucose and HbA1c: implications for the assessment of glycemic control. Clin Chem 2007; 53: 897– 901. 10.1373/clinchem.2006.079756 17384010 · DOI
- [5]Evans NR, Dhatariya KK Assessing the relationship between admission glucose levels, subsequent length of hospital stay, readmission and mortality. Clin Med 2012; 12: 137– 9. 10.7861/clinmedicine.12-2-137 PMC4954098 22586788 · DOI
- [7]Ertorer ME, Haydardedeoglu FE, Erol T Newly diagnosed hyperglycemia and stress hyperglycemia in a coronary intensive care unit. Diabetes Res Clin Pract 2010; 90: 8– 14. 10.1016/j.diabres.2010.05.023 20674059 · DOI
- [8]Luitse MJ, Biessels GJ, Rutten GE Diabetes, hyperglycaemia, and acute ischaemic stroke. Lancet Neurol 2012; 11: 261– 71. 10.1016/S1474-4422(12)70005-4 22341034 · DOI
- [9]Andersen SK, Gjedsted J, Christiansen C The roles of insulin and hyperglycemia in sepsis pathogenesis. J Leukoc Biol 2004; 75: 413– 21. 10.1189/jlb.0503195 14657207 · DOI
- [10]D'Souza DR, Salib MM, Bennett J Hyperglycemia regulates RUNX2 activation and cellular wound healing through the aldose reductase polyol pathway. J Biol Chem 2009; 284: 17947– 55. 10.1074/jbc.M109.002378 19383984 PMC2709386 · DOI
- [11]Hess K, Grant PJ Inflammation and thrombosis in diabetes. Thromb Haemost 2011; 105 (Suppl 1): S43– 54. 10.1160/THS10-11-0739 21479339 · DOI
- [12]Vincent JL, Preiser JC, Sprung CL Insulin-treated diabetes is not associated with increased mortality in critically ill patients. Crit Care 2010; 14: R12 10.1186/cc8866 20132545 PMC2875526 · DOI
- [13]Tsai CL, Lee CC, Ma MH Impact of diabetes on mortality among patients with community-acquired bacteremia. J Infect 2007; 55: 27– 33. 10.1016/j.jinf.2007.01.004 17349696 · DOI
- [14]Stegenga ME, Vincent JL, Vail GM Diabetes does not alter mortality or hemostatic and inflammatory responses in patients with severe sepsis. Crit Care Med 2010; 38: 539– 45. 10.1097/CCM.0b013e3181c02726 19851093 · DOI
- [15]Charlson ME, Pompei P, Ales KL A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 1987; 40: 373– 83. 10.1016/0021-9681(87)90171-8 3558716 · DOI · Paper page
- [16]Sundararajan V, Henderson T, Perry C New ICD-10 version of the Charlson comorbidity index predicted in-hospital mortality. J Clin Epidemiol 2004; 57: 1288– 94. 10.1016/j.jclinepi.2004.03.012 15617955 · DOI · Paper page
- [17]Levey AS, Stevens LA, Schmid CH A new equation to estimate glomerular filtration rate. Ann Intern Med 2009; 150: 604– 12. 10.7326/0003-4819-150-9-200905050-00006 19414839 PMC2763564 · DOI · Paper page
- [18]Wexler DJ, Meigs JB, Cagliero E Prevalence of hyper- and hypoglycemia among inpatients with diabetes: a national survey of 44 U.S. hospitals. Diabetes Care 2007; 30: 367– 9. 10.2337/dc06-1715 17259511 · DOI
- [19]d'Emden MC, Shaw JE, Colman PG The role of HbA1c in the diagnosis of diabetes mellitus in Australia. Med J Aust 2012; 197: 220– 1. 10.5694/mja12.10988 22900870 · DOI
- [20]Wexler DJ, Nathan DM, Grant RW Prevalence of elevated hemoglobin A1c among patients admitted to the hospital without a diagnosis of diabetes. J Clin Endocrinol Metab 2008; 93: 4238– 44. 10.1210/jc.2008-1090 18697862 PMC2582564 · DOI
- [21]Gallagher EJ, Le Roith D, Bloomgarden Z Review of hemoglobin A(1c) in the management of diabetes. J Diabetes 2009; 1: 9– 17. 10.1111/j.1753-0407.2009.00009.x 20923515 · DOI
- [23]Falguera M, Pifarre R, Martin A Etiology and outcome of community-acquired pneumonia in patients with diabetes mellitus. Chest 2005; 128: 3233– 9. 10.1378/chest.128.5.3233 16304267 · DOI
- [24]Greenberg BH, Abraham WT, Albert NM Influence of diabetes on characteristics and outcomes in patients hospitalized with heart failure: a report from the Organized Program to Initiate Lifesaving Treatment in Hospitalized Patients with Heart Failure (OPTIMIZE-HF). Am Heart J 2007; 154: 277 e1– 8. 10.1016/j.ahj.2007.05.001 17643576 · DOI · Paper page
- [25]Aguilar D, Bozkurt B, Ramasubbu K Relationship of hemoglobin A1C and mortality in heart failure patients with diabetes. J Am Coll Cardiol 2009; 54: 422– 8. 10.1016/j.jacc.2009.04.049 19628117 PMC2753214 · DOI
- [27]Patel TG, Pogach LM, Barth RH CKD screening and management in the Veterans Health Administration: the impact of system organization and an innovative electronic record. Am J Kidney Dis 2009; 53 (3 Suppl 3): S78– 85. 10.1053/j.ajkd.2008.07.051 19231765 · DOI
- [28]Synnestvedt MB, Weiner MG Evaluation of the use of electronic health data to classify four-year mortality risk for older adults undergoing screening colonoscopies. AMIA Annu Symp Proc 2011; 2011: 1361– 5. 22195198 PMC3243252
- [29]Christensen RD, Henry E Hereditary spherocytosis in neonates with hyperbilirubinemia. Pediatrics 2010; 125: 120– 5. 10.1542/peds.2009-0864 19948573 · DOI
- [30]Herasevich V, Afessa B, Chute CG Designing and testing computer based screening engine for severe sepsis/septic shock. AMIA Annu Symp Proc 2008 Nov 6: 966. 18999146
- [31]Baker ST, Chiang CY, Zajac JD Outcomes for general medical inpatients with diabetes mellitus and new hyperglycaemia. Med J Aust 2008; 188: 340– 3. 18341457
- [32]Simpson AJ, Krowka R, Kerrigan JL Opportunistic pathology-based screening for diabetes. BMJ Open 2013; 3: e003411 10.1136/bmjopen-2013-003411 PMC3787471 24065696 · DOI
Cited by
Sorted by citations
Blonde, L., Umpierrez, G. E., Reddy, S. S., McGill, J. B., Berga, S. L., Bush, M., Chandrasekaran, S., DeFronzo, R. A., Einhorn, D., Galindo, R. J., et al. (2022) · Endocrine Practice · doi:10.1016/j.eprac.2022.08.002 · Cited by 507 · see citing works
Rushakoff, R. J., Sullivan, M. M., MacMaster, H. W., Shah, A. D., Rajkomar, A., Glidden, D. V., & Kohn, M. A. (2017) · Annals of Internal Medicine · doi:10.7326/m16-1413 · Cited by 91 · see citing works
16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2026
American Diabetes Association Professional Practice Committee for Diabetes*, Bajaj, M., McCoy, R. G., Balapattabi, K., Bannuru, R. R., Bellini, N. J., Bennett, A. K., Beverly, E. A., Briggs Early, K., ChallaSivaKanaka, S., et al. (2026) · Diabetes Care · doi:10.2337/dc26-s016 · Cited by 80 · see citing works
- Authors
- Nanayakkara, N., Nguyen, H., Churilov, L., Kong, A., Pang, N., Hart, G. K., Owen-Jones, E., White, J., Ross, J., Stevenson, V., Bellomo, R., Lam, Q., Crinis, N., Robbins, R., Johnson, D., Baker, S. T., Zajac, J. D., & Ekinci, E. I.
- Affiliations
- Austin Hospital (AU)
- Florey Institute of Neuroscience and Mental Health (AU)
- The University of Melbourne (AU)
- Corresponding author
- Ekinci, Elif I
- Venue
- BMJ Open Diabetes Research & Care
- Publisher
- BMJ
- Published
- 2015-09
- Volume
- 3
- Issue
- 1
- Pages
- e000113
- ISSN
- 2052-4897 (ISSN-L)
- PMC
- PMC4567658
- OpenAlex
- W2287953383
- Cited by
- 43
- References
- 3
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 3 · 2023: 3 · 2022: 3 · 2021: 5 · 2020: 3 · 2019: 8 · 2018: 4 · 2017: 6 · 2016: 3
- FWCI
- 3.77
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc
- Locations
- BMJ Open Diabetes Research & Care (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Minerva Access (University of Melbourne) (submittedVersion, cc-by-nc)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Keywords
- HbA1c, undiagnosed diabetes, diabetes prevalence, poor glycemic control, hospitalized patients, hospitalization, 6-month mortality, intensive care unit admission, mechanical ventilation, hospital readmission, older adults
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