{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,26]],"date-time":"2026-09-26T10:03:35Z","timestamp":1790417015190,"version":"4.1.0"},"reference-count":49,"publisher":"Oxford University Press (OUP)","issue":"12","license":[{"start":{"date-parts":[[2021,7,6]],"date-time":"2021-07-06T00:00:00Z","timestamp":1625529600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002997","name":"Dutch Kidney Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002997","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,21]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>This study aims to examine polypharmacy (PP) prevalence in patients with chronic kidney disease (CKD) Stage G4\/G5 and patients with kidney replacement therapy (KRT) compared with matched controls from the general population. Furthermore, we examine risk factors for PP and describe the most commonly dispensed medications.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>Dutch health claims data were used to identify three patient groups: CKD Stage G4\/G5, dialysis and kidney transplant patients. Each patient was matched to two controls based on age, sex and socio-economic status (SES) score. We differentiated between \u2018all medication use\u2019 and \u2018chronic medication use\u2019. PP was defined at three levels: use of \u22655 medications (PP), \u226510 medications [excessive PP (EPP)] and \u226515 medications [hyper PP (HPP)].<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>The PP prevalence for all medication use was 87, 93 and 95% in CKD Stage G4\/G5, dialysis and kidney transplant patients, respectively. For chronic medication use, this was 66, 70 and 75%, respectively. PP and comorbidity prevalence were higher in patients than in controls. EPP was 42 times more common in young CKD Stage G4\/G5 patients (ages 20\u201344\u2009years) than in controls, while this ratio was 3.8 in patients \u226575\u2009years. Older age (64\u201375 and \u226575\u2009years) was a risk factor for PP in CKD Stage G4\/G5 and kidney transplant patients. Dialysis patients \u226575\u2009years of age had a lower risk of PP compared with their younger counterparts. Additional risk factors in all patients were low SES, diabetes mellitus, vascular disease, hospitalization and an emergency room visit. The most commonly dispensed medications were proton pump inhibitors (PPIs) and statins.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>CKD Stage G4\/G5 patients and patients on KRT have a high medication burden, far beyond that of individuals from the general population, as a result of their kidney disease and a large burden of comorbidities. A critical approach to medication prescription in general, and of specific medications like PPIs and statins (in the dialysis population), could be a first step towards more appropriate medication use.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1093\/ckj\/sfab120","type":"journal-article","created":{"date-parts":[[2021,6,28]],"date-time":"2021-06-28T15:21:18Z","timestamp":1624893678000},"page":"2497-2523","source":"Crossref","is-referenced-by-count":45,"title":["Polypharmacy and medication use in patients with chronic kidney disease with and without kidney replacement therapy compared to matched controls"],"prefix":"10.1093","volume":"14","author":[{"given":"Manon J M","family":"van Oosten","sequence":"first","affiliation":[{"name":"Department of Medical Informatics, Amsterdam UMC, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Susan J J","family":"Logtenberg","sequence":"additional","affiliation":[{"name":"Department of Internal Medicine, Diakonessenhuis, Utrecht, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marc H","family":"Hemmelder","sequence":"additional","affiliation":[{"name":"Division of Nephrology, Department of Internal Medicine, Maastricht University Medical Center, The Netherlands"},{"name":"Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Martijn J H","family":"Leegte","sequence":"additional","affiliation":[{"name":"Dutch Renal Registry, Nefrovisie Foundation, Utrecht, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Henk J G","family":"Bilo","sequence":"additional","affiliation":[{"name":"Diabetes Research Center and Department of Epidemiology and Statistics, Isala Hospital, Zwolle, The Netherlands"},{"name":"Department of Internal Medicine, University Medical Center, Groningen, The Netherlands"},{"name":"Faculty of Medicine, Groningen University, Groningen, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kitty J","family":"Jager","sequence":"additional","affiliation":[{"name":"Department of Medical Informatics, Amsterdam UMC, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vianda S","family":"Stel","sequence":"additional","affiliation":[{"name":"Department of Medical Informatics, Amsterdam UMC, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2021,7,6]]},"reference":[{"key":"2021122112464270700_sfab120-B1","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1002\/pds.966","article-title":"Three complementary definitions of polypharmacy: methods, application and comparison of findings in a large prescription database","volume":"14","author":"Fincke","year":"2005","journal-title":"Pharmacoepidemiol Drug Saf"},{"key":"2021122112464270700_sfab120-B2","doi-asserted-by":"crossref","first-page":"465","DOI":"10.7861\/clinmedicine.16-5-465","article-title":"The epidemiology of polypharmacy","volume":"16","author":"Payne","year":"2016","journal-title":"Clin Med (Lond)"},{"key":"2021122112464270700_sfab120-B3","doi-asserted-by":"crossref","first-page":"289","DOI":"10.2147\/CLEP.S153458","article-title":"The epidemiology of polypharmacy in older adults: register-based prospective cohort study","volume":"10","author":"Morin","year":"2018","journal-title":"Clin Epidemiol"},{"key":"2021122112464270700_sfab120-B4","doi-asserted-by":"crossref","first-page":"151","DOI":"10.4172\/2167-1052.1000151","article-title":"Estimating the prevalence and the determinants of polypharmacy using data from a health administrative database: a comparison of results obtained employing different algorithms","volume":"3","author":"Fano","year":"2014","journal-title":"Adv Pharmacoepidemiol Drug Saf"},{"key":"2021122112464270700_sfab120-B5","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1111\/j.1525-139X.2009.00629.x","article-title":"Strategies for reducing polypharmacy and other medication-related problems in chronic kidney disease","volume":"23","author":"Mason","year":"2010","journal-title":"Semin Dial"},{"key":"2021122112464270700_sfab120-B6","doi-asserted-by":"crossref","first-page":"663","DOI":"10.1093\/ckj\/sfz046","article-title":"Patterns of medication use and the burden of polypharmacy in patients with chronic kidney disease: the German Chronic Kidney Disease study","volume":"12","author":"Schmidt","year":"2019","journal-title":"Clin Kidney J"},{"key":"2021122112464270700_sfab120-B7","doi-asserted-by":"crossref","first-page":"2811","DOI":"10.1111\/bcp.13738","article-title":"Evaluation of the adequacy of drug prescriptions in patients with chronic kidney disease: results from the CKD-REIN cohort","volume":"84","author":"Laville","year":"2018","journal-title":"Br J Clin Pharmacol"},{"key":"2021122112464270700_sfab120-B8","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1186\/s12882-015-0189-z","article-title":"The burden of comorbidity in people with chronic kidney disease stage 3: a cohort study","volume":"16","author":"Fraser","year":"2015","journal-title":"BMC Nephrol"},{"key":"2021122112464270700_sfab120-B9","doi-asserted-by":"crossref","first-page":"492","DOI":"10.1097\/MNH.0b013e328349c261","article-title":"Polypharmacy and medication-related complications in the chronic kidney disease patient","volume":"20","author":"Mason","year":"2011","journal-title":"Curr Opin Nephrol Hypertens"},{"key":"2021122112464270700_sfab120-B10","doi-asserted-by":"crossref","first-page":"2054358118760832","DOI":"10.1177\/2054358118760832","article-title":"A province-wide, cross-sectional study of demographics and medication use of patients in hemodialysis units across Ontario","volume":"5","author":"Battistella","year":"2018","journal-title":"Can J Kidney Health Dis"},{"key":"2021122112464270700_sfab120-B11","doi-asserted-by":"crossref","first-page":"369","DOI":"10.5414\/CP202484","article-title":"Prescribed drugs and polypharmacy in healthcare service users in South Korea: an analysis based on National Health Insurance Claims data","volume":"54","author":"Park","year":"2016","journal-title":"Int J Clin Pharmacol Ther"},{"key":"2021122112464270700_sfab120-B12","doi-asserted-by":"crossref","first-page":"729","DOI":"10.1016\/j.japh.2017.06.002","article-title":"Association between polypharmacy and death: a systematic review and meta-analysis","volume":"57","author":"Leelakanok","year":"2017","journal-title":"J Am Pharm Assoc"},{"key":"2021122112464270700_sfab120-B13","doi-asserted-by":"crossref","first-page":"557","DOI":"10.1093\/ckj\/sfu091","article-title":"Medication burden in CKD-5D: impact of dialysis modality and setting","volume":"7","author":"Parker","year":"2014","journal-title":"Clin Kidney J"},{"key":"2021122112464270700_sfab120-B14","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1111\/sdi.12377","article-title":"Management of polypharmacy in dialysis patients","volume":"28","author":"St Peter","year":"2015","journal-title":"Semin Dial"},{"key":"2021122112464270700_sfab120-B15","doi-asserted-by":"crossref","first-page":"503","DOI":"10.1093\/ndt\/gfaa064","article-title":"International prescribing patterns and polypharmacy in older people with advanced chronic kidney disease: results from the European Quality study","volume":"36","author":"Hayward","year":"2020","journal-title":"Nephrol Dial Transplant"},{"key":"2021122112464270700_sfab120-B16","doi-asserted-by":"crossref","first-page":"76","DOI":"10.3390\/pharmacy6030076","article-title":"Polypharmacy and medication-related problems in hemodialysis patients: a call for deprescribing","volume":"6","author":"Alshamrani","year":"2018","journal-title":"Pharmacy (Basel)"},{"key":"2021122112464270700_sfab120-B17","doi-asserted-by":"crossref","first-page":"1896","DOI":"10.1016\/j.transproceed.2018.02.128","article-title":"Influence of polypharmacy on the quality of life in stable kidney transplant recipients","volume":"50","author":"Wo\u017aniak","year":"2018","journal-title":"Transplant Proc"},{"key":"2021122112464270700_sfab120-B18","author":"Vektis. Vektis - Inzichten op maat."},{"key":"2021122112464270700_sfab120-B19","doi-asserted-by":"crossref","first-page":"358","DOI":"10.1007\/s12508-011-0119-9","article-title":"Vektis - information center for health care services","volume":"89","author":"de Boo","year":"2011","journal-title":"TSG"},{"key":"2021122112464270700_sfab120-B20","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1007\/s10198-011-0302-6","article-title":"Defining care products to finance health care in the Netherlands","volume":"13","author":"Westerdijk","year":"2012","journal-title":"Eur J Health Econ"},{"key":"2021122112464270700_sfab120-B21","author":"World Health Organization"},{"key":"2021122112464270700_sfab120-B22","doi-asserted-by":"crossref","first-page":"824","DOI":"10.1097\/00005650-199908000-00012","article-title":"Pharmacy costs groups: a risk-adjuster for capitation payments based on the use of prescribed drugs","volume":"37","author":"Lamers","year":"1999","journal-title":"Med Care"},{"key":"2021122112464270700_sfab120-B23","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/j.healthpol.2003.09.001","article-title":"The Pharmacy-based Cost Group model: validating and adjusting the classification of medications for chronic conditions to the Dutch situation","volume":"68","author":"Lamers","year":"2004","journal-title":"Health Policy"},{"key":"2021122112464270700_sfab120-B24","doi-asserted-by":"crossref","first-page":"547","DOI":"10.1093\/oxfordjournals.aje.a113439","article-title":"On the need for the rare disease assumption in case-control studies","volume":"116","author":"Greenland","year":"1982","journal-title":"Am J Epidemiol"},{"key":"2021122112464270700_sfab120-B25","doi-asserted-by":"crossref","first-page":"256","DOI":"10.1038\/sj.ki.5002650","article-title":"Confounding: what it is and how to deal with it","volume":"73","author":"Jager","year":"2008","journal-title":"Kidney Int"},{"key":"2021122112464270700_sfab120-B26","doi-asserted-by":"crossref","first-page":"e0220800","DOI":"10.1371\/journal.pone.0220800","article-title":"Healthcare costs of patients on different renal replacement modalities \u2013 analysis of Dutch health insurance claims data","volume":"14","author":"Mohnen","year":"2019","journal-title":"PLoS One"},{"key":"2021122112464270700_sfab120-B27","doi-asserted-by":"crossref","first-page":"1586","DOI":"10.1093\/ckj\/sfaa167","article-title":"The validity of Dutch health claims data for identifying patients with chronic kidney disease: a hospital-based study in the Netherlands","volume":"14","author":"van Oosten","year":"2021","journal-title":"Clin Kidney J"},{"key":"2021122112464270700_sfab120-B28","doi-asserted-by":"crossref","first-page":"1089","DOI":"10.2215\/CJN.00290109","article-title":"Pill burden, adherence, hyperphosphatemia, and quality of life in maintenance dialysis patients","volume":"4","author":"Chiu","year":"2009","journal-title":"Clin J Am Soc Nephrol"},{"key":"2021122112464270700_sfab120-B29","doi-asserted-by":"crossref","first-page":"669","DOI":"10.1053\/j.ajkd.2005.07.001","article-title":"Medication-related problems in ambulatory hemodialysis patients: a pooled analysis","volume":"46","author":"Manley","year":"2005","journal-title":"Am J Kidney Dis"},{"key":"2021122112464270700_sfab120-B30","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1002\/j.1875-9114.2012.01032.x","article-title":"Influence of pill burden and drug cost on renal function after transplantation","volume":"32","author":"Hardinger","year":"2012","journal-title":"Pharmacotherapy"},{"key":"2021122112464270700_sfab120-B31","doi-asserted-by":"crossref","first-page":"21","DOI":"10.4103\/0253-7613.174425","article-title":"Pill burden does not influence compliance with oral medication in recipients of renal transplant","volume":"48","author":"Adhikari","year":"2016","journal-title":"Indian J Pharmacol"},{"key":"2021122112464270700_sfab120-B32","doi-asserted-by":"crossref","first-page":"1242","DOI":"10.1007\/s11096-018-0678-9","article-title":"Quantifying the medication burden of kidney transplant recipients in the first year post-transplantation","volume":"40","author":"Low","year":"2018","journal-title":"Int J Clin Pharm"},{"key":"2021122112464270700_sfab120-B33","doi-asserted-by":"crossref","first-page":"156","DOI":"10.2174\/157488631102160429003742","article-title":"A systematic approach to assess the burden of drug interactions in adult kidney transplant patients","volume":"11","author":"Bril","year":"2016","journal-title":"Curr Drug Saf"},{"key":"2021122112464270700_sfab120-B34","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1007\/s40264-015-0378-5","article-title":"Appropriate polypharmacy and medicine safety: when many is not too many","volume":"39","author":"Cadogan","year":"2016","journal-title":"Drug Saf"},{"key":"2021122112464270700_sfab120-B35","doi-asserted-by":"crossref","first-page":"733","DOI":"10.1007\/s00508-008-1089-z","article-title":"Polypharmacy and inappropriate prescribing in elderly internal-medicine patients in Austria","volume":"120","author":"Schuler","year":"2008","journal-title":"Wien Klin Wochenschr"},{"key":"2021122112464270700_sfab120-B36","doi-asserted-by":"crossref","first-page":"1842","DOI":"10.1093\/ndt\/gfh280","article-title":"Medication prescribing patterns in ambulatory haemodialysis patients: comparisons of USRDS to a large not-for-profit dialysis provider.","volume":"19","author":"Manley","year":"2004","journal-title":"Nephrol Dial Transplant"},{"key":"2021122112464270700_sfab120-B37","doi-asserted-by":"crossref","first-page":"659","DOI":"10.1093\/ckj\/sfz072","article-title":"Is polypharmacy an increasing burden in chronic kidney disease? The German experience","volume":"12","author":"Parker","year":"2019","journal-title":"Clin Kidney J"},{"key":"2021122112464270700_sfab120-B38","doi-asserted-by":"crossref","first-page":"2261","DOI":"10.1111\/jgs.13153","article-title":"Health outcomes associated with polypharmacy in community-dwelling older adults: a systematic review","volume":"62","author":"Fried","year":"2014","journal-title":"J Am Geriatr Soc"},{"key":"2021122112464270700_sfab120-B39","doi-asserted-by":"crossref","first-page":"1073","DOI":"10.1111\/bcp.12292","article-title":"Is polypharmacy always hazardous? A retrospective cohort analysis using linked electronic health records from primary and secondary care","volume":"77","author":"Payne","year":"2014","journal-title":"Br J Clin Pharmacol"},{"key":"2021122112464270700_sfab120-B40","author":"NHG-Richtlijen. Chronische nierschade"},{"key":"2021122112464270700_sfab120-B41","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1056\/NEJMoa043545","article-title":"Atorvastatin in patients with type 2 diabetes mellitus undergoing hemodialysis","volume":"353","author":"Wanner","year":"2005","journal-title":"N Engl J Med"},{"key":"2021122112464270700_sfab120-B42","doi-asserted-by":"crossref","first-page":"2181","DOI":"10.1016\/S0140-6736(11)60739-3","article-title":"The effects of lowering LDL cholesterol with simvastatin plus ezetimibe in patients with chronic kidney disease (Study of Heart and Renal Protection): a randomised placebo-controlled trial","volume":"377","author":"Baigent","year":"2011","journal-title":"Lancet"},{"key":"2021122112464270700_sfab120-B43","doi-asserted-by":"crossref","first-page":"1395","DOI":"10.1056\/NEJMoa0810177","article-title":"Rosuvastatin and cardiovascular events in patients undergoing hemodialysis","volume":"360","author":"Fellstr\u00f6m","year":"2009","journal-title":"N Engl J Med"},{"key":"2021122112464270700_sfab120-B44","doi-asserted-by":"crossref","first-page":"1303","DOI":"10.1038\/ki.2014.31","article-title":"KDIGO clinical practice guideline for lipid management in CKD: summary of recommendation statements and clinical approach to the patient","volume":"85","author":"Wanner","year":"2014","journal-title":"Kidney Int"},{"key":"2021122112464270700_sfab120-B45","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1007\/s40620-020-00808-y","article-title":"Use of proton pump inhibitors in dialysis patients: a double-edged sword","volume":"34","author":"Desbuissons","year":"2021","journal-title":"J Nephrol"},{"key":"2021122112464270700_sfab120-B46","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1053\/j.ajkd.2017.02.374","article-title":"Targeted deprescribing in an outpatient hemodialysis unit: a quality improvement study to decrease polypharmacy","volume":"70","author":"McIntyre","year":"2017","journal-title":"Am J Kidney Dis"},{"key":"2021122112464270700_sfab120-B47","doi-asserted-by":"crossref","first-page":"973","DOI":"10.1007\/s40266-018-0593-8","article-title":"The role of deprescribing in older adults with chronic kidney disease","volume":"35","author":"Triantafylidis","year":"2018","journal-title":"Drugs Aging"},{"key":"2021122112464270700_sfab120-B48","first-page":"e483","article-title":"Potentially inappropriate prescribing in people with chronic kidney disease: cross-sectional analysis of a large population cohort","author":"MacRae","year":"2020","journal-title":"Br J Gen Pract"},{"key":"2021122112464270700_sfab120-B49","doi-asserted-by":"crossref","first-page":"1831","DOI":"10.1016\/S0140-6736(14)60384-6","article-title":"Epidemiology, contributors to, and clinical trials of mortality risk in chronic kidney failure","volume":"383","author":"Ortiz","year":"2014","journal-title":"Lancet"}],"container-title":["Clinical Kidney Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/academic.oup.com\/ckj\/advance-article-pdf\/doi\/10.1093\/ckj\/sfab120\/41355325\/sfab120.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/ckj\/article-pdf\/14\/12\/2497\/41837851\/sfab120.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/ckj\/article-pdf\/14\/12\/2497\/41837851\/sfab120.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,21]],"date-time":"2021-12-21T07:47:53Z","timestamp":1640072873000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/ckj\/article\/14\/12\/2497\/6316262"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,6]]},"references-count":49,"journal-issue":{"issue":"12","published-online":{"date-parts":[[2021,7,6]]},"published-print":{"date-parts":[[2021,12,21]]}},"URL":"https:\/\/doi.org\/10.1093\/ckj\/sfab120","relation":{},"ISSN":["2048-8505","2048-8513"],"issn-type":[{"value":"2048-8505","type":"print"},{"value":"2048-8513","type":"electronic"}],"subject":[],"published-other":{"date-parts":[[2021,12]]},"published":{"date-parts":[[2021,7,6]]}}}