Abstract
Aim
Polypharmacy in older diabetics can have detrimental effects linked to poor adherence and the risk of drug interaction or more serious/frequent side effects. The aim of this study was to identify the characteristics associated with polypharmacy in a cohort of elderly diabetic patients being treated with oral hypoglycemic agents.
Methods
The study population consisted of 1342 diabetic patients consecutively enrolled in 57 diabetes centers in Italy participating in the METABOLIC Study. Patients meeting the following inclusion criteria were enrolled: diagnosis of type 2 diabetes mellitus, age ≥65 years, and receiving oral antidiabetic treatment. Data concerning diabetes duration and complications, the medications the patients were taking, and the number of hypoglycemic events were registered. Multidimensional impairment was assessed using the Multidimensional Prognostic Index.
Results
The mean age of the participants was 73.3 ± 5.5 years. Polypharmacy, defined as being prescribed contemporaneously at least five drugs, was found in 57.1 % of the study population. According to a multivariable logistic model, the female gender was significantly associated with polypharmacy, as were living in Northern Italian regions, diabetes duration longer than 4 years, and having a body mass index ≥30 kg/m2. Comorbidities, diabetes complications, a better cognitive performance on the Short Portable Mental Status Questionnaire, and being malnourished/at risk of malnourishment according to the mini nutritional assessment were associated with polypharmacy.
Conclusions
Polypharmacy, a condition that may lead to many potential detrimental outcomes in older diabetic subjects, was significantly associated with some risk factors that may be useful to identify subjects at risk.


Similar content being viewed by others
References
Dardano A, Penno G, Del Prato S, Miccoli R (2014) Optimal therapy of type 2 diabetes: a controversial challenge. Aging (Albany NY) 6(3):187–206
Selvin E, Coresh J, Brancati FL (2006) The burden and treatment of diabetes in elderly individuals in the US. Diabetes Care 29(11):2415–2419
Ubink-Veltmaat LJ, Bilo HJ, Groenier KH, Houweling ST, Rischen RO, Meyboom-de Jong B (2003) Prevalence, incidence and mortality of type 2 diabetes mellitus revisited: a prospective population-based study in The Netherlands (ZODIAC-1). Eur J Epidemiol 18(8):793–800
Emslie-Smith A, Dowall J, Morris A (2003) The problem of polypharmacy in type 2 diabetes. Br J Diabetes Vasc Dis 3(1):54–56
Bauer S, Nauck MA (2014) Polypharmacy in people with type 1 and type 2 diabetes is justified by current guidelines—a comprehensive assessment of drug prescriptions in patients needing inpatient treatment for diabetes-associated problems. Diabet Med 31(9):1078–1085
Chelliah A, Burge MR (2004) Hypoglycaemia in elderly patients with diabetes mellitus: causes and strategies for prevention. Drugs Aging 21(8):511–530
Peron EP, Ogbonna KC, Donohoe KL (2015) Antidiabetic medications and polypharmacy. Clin Geriatr Med 31(1):17–27. doi:10.1016/j.cger.2014.08.017
Sergi G, De Rui M, Sarti S, Manzato E (2011) Polypharmacy in the elderly: can comprehensive geriatric assessment reduce inappropriate medication use? Drugs Aging 28(7):509–518
Maggi S, Noale M, Pilotto A, Tiengo A, Cavallo Perin P, Crepaldi G, for the Metabolic Working Group (2013) The METABOLIC Study: multidimensional assessment of health and functional status in older patients with type 2 diabetes taking oral antidiabetic treatment. Diabetes Metab 39:236–243
Pilotto A, Noale M, Maggi S, Addante F, Tiengo A, Perin PC, Rengo G, Crepaldi G (2014) Hypoglycemia is independently associated with multidimensional impairment in elderly diabetic patients. Biomed Res Int 2014:906103
Pilotto A, Ferrucci L, Franceschi M, D’Ambrosio LP, Scarcelli C, Cascavilla L, Paris F, Placentino G, Seripa D, Dallapiccola B, Leandro G (2008) Development and validation of a multidimensional prognostic index for one-year mortality from comprehensive geriatric assessment in hospitalized older patients. Rejuvenation Res 11(1):151–161
Katz S, Ford AB, Moskowitz RW, Jackson BA, Jaffe MW (1963) Studies of illness in the aged. The index of ADL: a standardized measure of biological and psychological function. JAMA 185:914–919
Lawton MP, Brody EM (1969) Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist 9:179–186
Pfeiffer E (1975) A short portable mental status questionnaire for the assessment of organic brain deficit in elderly patients. J Am Geriatr Soc 23:433–441
Bliss MR, McLaren R, Exton-Smith AN (1966) Mattresses for preventing pressure sores in geriatric patients. Mon Bull Minist Health Public Health Lab Serv 25:238–268
Conwell Y, Forbes NT, Cox C, Caine ED (1993) Validation of a measure of physical illness burden at autopsy: the Cumulative Illness Rating Scale. J Am Geriatr Soc 41:38–41
Vellas B, Guigoz Y, Garry PJ, Nourhashemi F, Bennahum D, Lauque S et al (1999) The mini nutritional assessment (MNA) and its use in grading the nutritional state of elderly patients. Nutrition 15:116–122
Gallucci M, Battistella G, Bergamelli C, Spagnolo P, Mazzuco S, Carlini A, Di Giorgi E, Boldrini P, Pilotto A (2014) Multidimensional prognostic index in a cognitive impairment outpatient setting: mortality and hospitalizations. The treviso dementia (TREDEM) study. J Alzheimers Dis 42:1461–1468
Pilotto A, Gallina P, Fontana A, Sancarlo D, Bazzano S, Copetti M, Maggi S, Paroni G, Marcato F, Pellegrini F, Donato D, Ferrucci L (2013) Development and validation of a Multidimensional Prognostic Index for mortality based on a standardized multidimensional assessment schedule (MPI-SVaMA) in community-dwelling older subjects. J Am Med Dir Assoc 14:287–292
Blanco-Reina E, Ariza-Zafra G, Ocaña-Riola R, León-Ortíz M, Bellido-Estévez I (2015) Optimizing elderly pharmacotherapy: polypharmacy vs. undertreatment. Are these two concepts related? Eur J Clin Pharmacol 71(2):199–207
Payne RA, Avery AJ (2011) Polypharmacy: one of the greatest prescribing challenges in general practice. Br J Gen Pract 61(583):83–84
Rochon PA, Gurwitz JH (1997) Optimising drug treatment for elderly people: the prescribing cascade. BMJ 315(7115):1096–1099
Venturini CD, Engroff P, Ely LS, Zago LF, Schroeter G, Gomes I, De Carli GA, Morrone FB (2011) Gender differences, polypharmacy, and potential pharmacological interactions in the elderly. Clinics (Sao Paulo) 66(11):1867–1872
Jyrkkä J, Mursu J, Enlund H, Lönnroos E (2012) Polypharmacy and nutritional status in elderly people. Curr Opin Clin Nutr Metab Care 15(1):1–6
Acknowledgments
The METABOLIC Study was supported by a research Grant from Sigma-Tau Industrie Farmaceutiche Riunite, Pomezia (Roma). The authors wish to thank Linda Inverso Moretti for reviewing the English version of this manuscript.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical standard
The study was approved by ethics review committees of each participating center.
Human and animal rights
All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, as revised in 2008.
Informed consent
Informed consent was obtained from all patients for being included in the study.
Additional information
Managed by Massimo Porta.
Marianna Noale and Nicola Veronese have contributed equally to the study.
Metabolic Working Group is listed in the section “Appendix”.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Appendix: Metabolic Working Group
Appendix: Metabolic Working Group
Andrea Corsi, Aglioloro Alberto (Sampierdarena—GE); Allochis Gabriele (Novara); Aricò Concetta Nadia (Belluno); Balbo Marcella (Alessandria); Marangoni Alberto, Balzano Sara (Bassano del Grappa, VI); Battisti Basilio (Rieti); Testa Ivano, Brandoni Gabriele (Ancona); Bruno Alberto, Degiovanni Mariella (Torino); Buzzetti Raffaella, Foffi Chiara (Latina); Calatola Pasqualino (Salerno); Cantarella Santi Antonio (Canicattì—AG); Rondena Maurizio, Cimpanelli Maria Grazia (Legnano—MI); Confortin Loris (Castelfranco Veneto, TV); Consoli Agostino, Baldassarre Maria (Pescara); Invitti Cecilia, Conti Antonio (Milano); Del Prato Stefano, Crisci Isabella (Pisa); Derosa Giuseppe, Maffioli Pamela (Pavia); Devangelio Eleonora (Taranto); Di Bartolo Paolo (Ravenna);Ruggeri Patrizia, Di Lembo Sergio (Cremona); Di Mauro Maurizio, Battiato Rosario (Catania); Farci Fernando (Quartu S. Elena—CA); Fisicaro Michela (Nicosia—EN); Pontiroli Antonio, Folini Laura (Milano); Gargiulo Anna, Vinciguerra Antonio (Caserta); Giorgino Francesco, Laviola Luigi (Bari); Clementina Cazzalini, Guerini Stelio (Crema); Tonolo Giancarlo, Iwniszyn Dominika (Olbia); Lambiase Claudio (Mercato San Severino—SA); Leotta Sergio (Roma); Mangeri Felice (Brescia); Mangili Ruggero (Seriate—BG); Mattiuzzo Claudio (Tivoli—RM); Mollo Francesco (Rovigo); Novara Francesca, Gucciardi Paolo (Paceco—TP); Orsi Emanuela, Palmieri Eva (Milano); Pacifico Adolfo Arturo, Burruni Anna (Sassari); Pagani Giorgio, Albizzi Monica (Bergamo); Pasquini Cristina (Livorno); Cavallo Perin Paolo, Perotto Massimo (Torino); Piccolo Patrizia (Cosenza); Pilotto Alberto, D’Ambrosio Piero (San Giovanni Rotondo—FG); Maolo Gabriele, Polenta Barbara (Macerata); Purrello Francesco, Tomaselli Tania (Catania); Tardio Michele Sergio, Quarantelli Cristina (Parma); Ragusa Giorgio Salvatore (Scicli—RG); Borzì Vito, Rapisardi Riccardo (Catania); Richini Donata (Brescia); Rosco Maura (Bari); Serra Rosalia (Lecce): Marchesini Reggiani Giulio, Soverini Valentina (Bologna); Tiengo Antonio (Padova); Tomasi Franco (Ferrara); De Angelis Massimiliano, Turco Antonio (Perugia); Tolaini Patricia, Vangucci Silverio (Castelnuovo Garfagnana—LU); Zavaroni Ivana (Parma).
Rights and permissions
About this article
Cite this article
Noale, M., Veronese, N., Cavallo Perin, P. et al. Polypharmacy in elderly patients with type 2 diabetes receiving oral antidiabetic treatment. Acta Diabetol 53, 323–330 (2016). https://doi.org/10.1007/s00592-015-0790-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00592-015-0790-4