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Zhang YZ, Gong H, Yang J, Bu JP, Yang HL. Efficacy comparison of multipoint and single point scanning panretinal laser photocoagulation in non-proliferative diabetic retinopathy treatment. World J Diabetes 2024; 15:1734-1741. [PMID: 39192851 PMCID: PMC11346083 DOI: 10.4239/wjd.v15.i8.1734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 05/28/2024] [Accepted: 06/27/2024] [Indexed: 07/25/2024] Open
Abstract
BACKGROUND Non-proliferative diabetic retinopathy (NPDR) poses a significant challenge in diabetes management due to its microvascular changes in the retina. Laser photocoagulation, a conventional therapy, aims to mitigate the risk of progressing to proliferative diabetic retinopathy (PDR). AIM To compare the efficacy and safety of multi-spot vs single-spot scanning panretinal laser photocoagulation in NPDR patients. METHODS Forty-nine NPDR patients (86 eyes) treated between September 2020 and July 2022 were included. They were randomly allocated into single-spot (n = 23, 40 eyes) and multi-spot (n = 26, 46 eyes) groups. Treatment outcomes, including best-corrected visual acuity (BCVA), central macular thickness (CMT), and mean threshold sensitivity, were assessed at predetermined intervals over 12 months. Adverse reactions were also recorded. RESULTS Energy levels did not significantly differ between groups (P > 0.05), but the multi-spot group exhibited lower energy density (P < 0.05). BCVA and CMT improvements were noted in the multi-spot group at one-month post-treatment (P < 0.05). Adverse reaction incidence was similar between groups (P > 0.05). CONCLUSION While energy intensity and safety were comparable between modalities, multi-spot scanning demonstrated lower energy density and showed superior short-term improvements in BCVA and CMT for NPDR patients, with reduced laser-induced damage.
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Affiliation(s)
- Yang-Zhou Zhang
- Institute of Molecular Precision Medicine and Hunan Key Laboratory of Molecular Precision Medicine, Xiangya Hospital, Central South University,Changsha 410008, Hunan Province, China
| | - Hua Gong
- Department of Ophthalmology, Xingsheng Hospital, Yiyang 413200, Hunan Province, China
| | - Juan Yang
- Department of Ophthalmology, Xingsheng Hospital, Yiyang 413200, Hunan Province, China
| | - Ji-Pu Bu
- Department of Ophthalmology, Boshi Eye Hospital, Liuyang 410300, Hunan Province, China
| | - Hui-Ling Yang
- Department of Ophthalmology, Hunan Children‘s Hospital, Changsha 410007, Hunan Province, China
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Wang Z, Liu T, Su Q, Luo H, Lou L, Zhao L, Kang X, Pan Y, Nie Y. Prevalence of Polypharmacy in Elderly Population Worldwide: A Systematic Review and Meta-Analysis. Pharmacoepidemiol Drug Saf 2024; 33:e5880. [PMID: 39135518 DOI: 10.1002/pds.5880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 05/07/2024] [Accepted: 07/11/2024] [Indexed: 08/20/2024]
Abstract
BACKGROUND Polypharmacy (PP) is common in elderly population and associated with some adverse clinical outcomes and increases healthcare burdens. We performed this systemic review and meta-analysis to estimate worldwide prevalence of PP and explore associated factors in the elderly. METHODS The PubMed, Web of Science, Cochrane Library, and Ovid EMBASE databases were searched for studies published until May 30, 2022. We included observational studies representative of general patients aged ≥60 in which PP was defined as multiple drugs ≥5. Studies were excluded if only a particular group of the elderly population (e.g., with diabetes) were included. The primary outcome was the prevalence of PP. Random-effect models were employed to estimate the overall or variable-specific pooled estimates of PP. Secondary outcomes were hyperpolypharmacy (HPP, defined as multiple drugs ≥10) and PP prevalence based on different study years, genders, locations, populations, and so forth. RESULTS We included 122 original observational studies with an overall population of 57 328 043 individuals in the meta-analysis. The overall prevalence of PP and HPP in the elderly population worldwide was 39.1% (95% confidence interval [CI], 35.5%-42.7%) and 13.3% (95% CI, 10.4%-16.5%), respectively. The prevalence of PP in Europe, Oceania, North America, Asia, and South America was 45.8% (95% CI, 41.5%-50.2%), 45.5% (95% CI, 26.7%-64.3%), 40.8% (95% CI, 29.8%-51.6%), 29.0% (95% CI, 20.0%-38.0%), and 28.4% (95% CI, 24.0%-32.8%), respectively (p < 0.01). Multivariate meta-regressions showed geographical regions of Europe or North America, age ≥70, and residence from nursing homes were independently associated with higher PP prevalence. CONCLUSIONS Nearly 40% of the elderly population is exposed to PP. The prevalence of PP is significantly higher in elderly individuals aged 70 or older, in developed regions and in nursing homes. It is important to focus on avoiding inappropriate PP in this population to address the growing burden of PP.
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Affiliation(s)
- Zeyu Wang
- Department of Gastroenterology, State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University Xian, Xi'An, Shaanxi, China
| | - Tangyi Liu
- Department of Gastroenterology, State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University Xian, Xi'An, Shaanxi, China
| | - Qiaoyu Su
- Department of Gastroenterology, State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University Xian, Xi'An, Shaanxi, China
- Department of Gastroenterology, Xi'an Medical University, Xi An, Shaanxi, China
| | - Hui Luo
- Department of Gastroenterology, State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University Xian, Xi'An, Shaanxi, China
| | - Lijun Lou
- Department of Gastroenterology, State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University Xian, Xi'An, Shaanxi, China
| | - Lina Zhao
- Department of Radiotherapy, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Xiaoyu Kang
- Department of Gastroenterology, State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University Xian, Xi'An, Shaanxi, China
| | - Yanglin Pan
- Department of Gastroenterology, State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University Xian, Xi'An, Shaanxi, China
| | - Yongzhan Nie
- Department of Gastroenterology, State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University Xian, Xi'An, Shaanxi, China
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Denig P, Stuijt PJC. Perspectives on deprescribing in older people with type 2 diabetes and/or cardiovascular conditions: challenges from healthcare provider, patient and caregiver perspective, and interventions to support a proactive approach. Expert Rev Clin Pharmacol 2024; 17:637-654. [PMID: 39119644 DOI: 10.1080/17512433.2024.2378765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 05/24/2024] [Accepted: 07/08/2024] [Indexed: 08/10/2024]
Abstract
INTRODUCTION For people with type 2 diabetes and/or cardiovascular conditions, deprescribing of glucose-lowering, blood pressure-lowering and/or lipid-lowering medication is recommended when they age, and their health status deteriorates. So far, deprescribing rates of these so-called cardiometabolic medications are low. A review of challenges and interventions addressing these challenges in this population is pertinent. AREAS COVERED We first provide an overview of relevant deprescribing recommendations. Next, we review challenges for healthcare providers (HCPs) to deprescribe cardiometabolic medication and provide insight in the patient and caregiver perspective on deprescribing. We summarize findings from research on implementing deprescribing of cardiometabolic medication and reflect on strategies to enhance deprescribing. We have used a combination of methods to search for relevant articles. EXPERT OPINION There is a need for rigorous development and evaluation of intervention strategies aimed at proactive deprescribing of cardiometabolic medication. To address challenges at different levels, these should be multifaceted interventions. All stakeholders must become aware of the relevance of deintensifying medication in this population. Education and training for HCPs and patients should support patient-centered communication and shared decision-making. Development of procedures and tools to select eligible patients and conduct targeted medication reviews are important for implementation of deprescribing in routine care.
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Affiliation(s)
- Petra Denig
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, Groningen, The Netherlands
| | - Peter J C Stuijt
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, Groningen, The Netherlands
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Kim GJ, Lee JS, Jang S, Lee S, Jeon S, Lee S, Kim JH, Lee KH. Polypharmacy and Elevated Risk of Severe Adverse Events in Older Adults Based on the Korea Institute of Drug Safety and Risk Management-Korea Adverse Event Reporting System Database. J Korean Med Sci 2024; 39:e205. [PMID: 39048300 PMCID: PMC11263767 DOI: 10.3346/jkms.2024.39.e205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 06/02/2024] [Indexed: 07/27/2024] Open
Abstract
BACKGROUND Older adults are at a higher risk of severe adverse drug events (ADEs) because of multimorbidity, polypharmacy, and lower physiological function. This study aimed to determine whether polypharmacy, defined as the use of ≥ 5 active drug ingredients, was associated with severe ADEs in this population. METHODS We used ADE reports from the Korea Institute of Drug Safety and Risk Management-Korea Adverse Event Reporting System Database, a national spontaneous ADE report system, from 2012 to 2021 to examine and compare the strength of association between polypharmacy and severe ADEs in older adults (≥ 65 years) and younger adults (20-64 years) using disproportionality analysis. RESULTS We found a significant association between severe ADEs of cardiac and renal/urinary Medical Dictionary for Regulatory Activities System Organ Classes (MedDRA SOC) with polypharmacy in older adults. Regarding individual-level ADEs included in these MedDRA SOCs, acute cardiac arrest and renal failure were more significantly associated with polypharmacy in older adults compared with younger adults. CONCLUSION The addition of new drugs to the regimens of older adults warrants close monitoring of renal and cardiac symptoms.
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Affiliation(s)
- Grace Juyun Kim
- Big Data Research Center, Asan Institute for Life Sciences, Asan Medical Center, Seoul, Korea
| | - Ji Sung Lee
- Clinical Research Center, Asan Institute for Life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sujung Jang
- Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | | | - Seongwoo Jeon
- College of Medicine, Chungbuk National University, Cheongju, Korea
| | - Suehyun Lee
- Department of Computer Engineering, Gachon University, Seongnam, Korea
| | - Ju Han Kim
- Division of Biomedical Informatics, Seoul National University, Seoul, Korea
| | - Kye Hwa Lee
- Department of Information Medicine, Asan Medical Center, Seoul, Korea
- Department of Biomedical Informatics, Ulsan University College of Medicine, Ulsan, Korea.
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Bechara N, Tehan P, Gunton JE. Prospective Evaluation of Vitamin C, Vitamin D, and Zinc Deficiencies in Patients with Active Foot Ulceration. Adv Wound Care (New Rochelle) 2024. [PMID: 38940723 DOI: 10.1089/wound.2024.0063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/29/2024] Open
Abstract
Objective: This prospective cohort study aimed to determine the relationship between serum vitamin C, D, and zinc on foot wound healing and compare time to healing in individuals who are deficient versus those who have adequate levels. Approach: One hundred adults with foot wounds were recruited from Blacktown high-risk foot service with a follow-up period of 12 months. Serum vitamin C, D, and zinc as well as routine baseline blood testing was undertaken. Wounds were measured using a three-dimensional wound camera and classified using the Wound Ischemia and Foot Infection system at regular intervals. Results: Vitamin C deficiency was present in 75% of participants, 50% had vitamin D deficiency, and 38% had zinc deficiency. Diabetes was present in 91% of participants, and 50% had a history of previous amputation. Wound chronicity (p = 0.03) and toe pressures (p = 0.04) were predictive of wound healing. Serum vitamin C, D, and zinc were not associated with significant differences in wound healing or time to wound healing. Innovation: Deficiencies in vitamin C, D, and zinc were highly prevalent in participants with active foot ulceration. Wound chronicity was predictive of healing outcomes, highlighting the importance of rapid access to best practice care. Conclusion: This cohort had high deficiency rates of vitamin C, D, and zinc consistent with previous literature; however, there was no relationship between these deficiencies and wound healing or time to heal. Large randomized controlled trials are required to comprehensively determine if adequate levels of these nutrients improve wound healing outcomes.
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Affiliation(s)
- Nada Bechara
- The Westmead Institute for Medical Research, Centre for Diabetes, Obesity and Endocrinology Research, The University of Sydney, Westmead, Australia
- Department of Diabetes and Endocrinology, Blacktown Hospital, Blacktown, Australia
- Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Westmead, Australia
| | - Peta Tehan
- Sub-faculty of Clinical and Molecular Sciences, Faculty of Medicine, Health and Nursing, Monash University, Clayton, Australia
- School of Health Sciences, College of Health Medicine and Wellbeing, University of Newcastle, Callaghan, Australia
- Nursing and Health Services Research, Avondale University, Avondale, Australia
| | - Jenny E Gunton
- The Westmead Institute for Medical Research, Centre for Diabetes, Obesity and Endocrinology Research, The University of Sydney, Westmead, Australia
- Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Westmead, Australia
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Lv L, Brady BL, Xie L, Guevarra M, Turchin A. Adherence and persistence among people with type 2 diabetes newly initiating oral semaglutide versus DPP-4is in a US real-world setting. Prim Care Diabetes 2024:S1751-9918(24)00126-8. [PMID: 38991896 DOI: 10.1016/j.pcd.2024.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 06/26/2024] [Accepted: 06/29/2024] [Indexed: 07/13/2024]
Abstract
AIMS To investigate real-world treatment adherence and persistence in people with type 2 diabetes newly initiating oral semaglutide, a glucagon-like peptide-1 receptor agonist (GLP-1 RA), or a dipeptidyl peptidase-4 inhibitor (DPP-4i). METHODS This retrospective cohort study used the Merative™ MarketScan® Commercial and Medicare databases. Index date was the first fill for the cohort medication. Adherence was defined as proportion of days covered (PDC) over the 12-month post-index period ('adherent' = ≥0.8). Persistence was number of days until discontinuation, based on a 45-day gap. Results were compared between cohorts using inverse probability treatment weighting. RESULTS Oral semaglutide (n=5485) and DPP-4i (n=4980) cohorts had similar percentages of people who were adherent (PDC ≥0.8; 41.6 % vs. 42.9 %; P = 0.182) and persistent for ≥9 months (45.0 % vs. 46.3 %; P = 0.185). The DPP-4i cohort used significantly more anti-diabetic medication (ADM) classes over the post-index period (mean±SD: 2.6±1.0 vs. 2.9±1.1, P < 0.001), with 23.2 % filling a GLP-1 RA in the post-period. CONCLUSIONS Adherence and persistence were similar between cohorts. However, there are potential benefits to prescribing oral semaglutide over DPP-4is, including reduced need for additional ADM.
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Affiliation(s)
- Lei Lv
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ 08536, USA.
| | - Brenna L Brady
- Merative, 100 Phoenix Dr Suite 200, Ann Arbor, MI 48108, USA
| | - Lin Xie
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ 08536, USA
| | - Mico Guevarra
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ 08536, USA
| | - Alexander Turchin
- Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA
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Yun JS, Kim K, Ahn YB, Han K, Ko SH. Holistic and Personalized Strategies for Managing in Elderly Type 2 Diabetes Patients. Diabetes Metab J 2024; 48:531-545. [PMID: 39091004 PMCID: PMC11307114 DOI: 10.4093/dmj.2024.0310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 07/11/2024] [Indexed: 08/04/2024] Open
Abstract
Due to increased life expectancy and lifestyle changes, the prevalence of diabetes among the elderly in Korea is continuously rising, as is the associated public health burden. Diabetes management in elderly patients is complicated by age-related physiological changes, sarcopenia characterized by loss of muscle mass and function, comorbidities, and varying levels of functional, cognitive, and mobility abilities that lead to frailty. Moreover, elderly patients with diabetes frequently face multiple chronic conditions that elevate their risk of cardiovascular diseases, cancer, and mortality; they are also prone to complications such as hyperglycemic hyperosmolar state, diabetic ketoacidosis, and severe hypoglycemia. This review examines the characteristics of and management approaches for diabetes in the elderly, and advocates for a comprehensive yet personalized strategy.
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Affiliation(s)
- Jae-Seung Yun
- Department of Internal Medicine, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Kyuho Kim
- Department of Internal Medicine, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Yu-Bae Ahn
- Department of Internal Medicine, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
| | - Seung-Hyun Ko
- Department of Internal Medicine, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
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Fan YP, Lai TH, Lai JN, Yang CC. Impacts of medication adherence and home healthcare on the associations between polypharmacy and the risk of severe hypoglycemia among elderly diabetic patients in Taiwan from 2002 to 2012: A nationwide case-crossover study. Geriatr Nurs 2024; 58:8-14. [PMID: 38729064 DOI: 10.1016/j.gerinurse.2024.04.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 04/12/2024] [Accepted: 04/19/2024] [Indexed: 05/12/2024]
Abstract
AIM To assess how medication adherence and home healthcare support influence the role of polypharmacy in induced hypoglycemia events among elderly diabetic patients. METHODS This case-crossover study retrieved records on diabetic patients >=65 years with severe hypoglycemia from 2002 to 2012 in Taiwan. Case period defined as 1-3 days before severe hypoglycemia was compared with a preceding control period of the same length, with an all-washout period of 30 days. Moreover, the modifiable effects of medication adherence and home healthcare service use were evaluated by stratified analysis. RESULTS Totally 2,237 patients were identified. Polypharmacy use was associated with the risk of severe hypoglycemia. Patients receiving polypharmacy without home healthcare services (aOR: 1.34; 95 % CI: 1.16-1.54) and those with poor adherence to anti-diabetic medications (aOR: 1.48; 95 % CI: 1.24-1.77) were significantly associated with an elevated risk of severe hypoglycemia. In patients with good adherence, non-home healthcare users being prescribed with polypharmacy had a higher risk of severe hypoglycemia. In the group that received home healthcare services, patients with poor adherence using polypharmacy had a higher risk of severe hypoglycemia. CONCLUSIONS Good adherence and receiving home healthcare services were associated with a decreased odds of severe hypoglycemic events in elderly diabetic patients, regardless of the fact whether they were prescribed with polypharmacy.
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Affiliation(s)
- Yu-Pei Fan
- Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan, Department of Medical Education; MacKay Memorial Hospital, Taipei, Taiwan
| | - Tzu-Hsuan Lai
- Traditional Chinese Medicine-Acupuncture Program, College of Traditional Chinese Medicine Practitioners and Acupuncturists, Kwantlen Polytechnic University, Richmond, Canada
| | - Jung-Nien Lai
- School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan, Departments of Chinese Medicine, China Medical University Hospital, Taichung, Taiwan.
| | - Chen-Chang Yang
- Institute of Public Health, National Yang Ming Chiao Tung University, Taipei, Taiwan, Department of Medical Education; Institute of Environmental and Occupational Health Sciences, National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan; Department of Occupational Medicine and Clinical Toxicology, Taipei Veterans General Hospital, Taipei, Taiwan
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Gupta JK, Ravindrarajah R, Tilston G, Ollier W, Ashcroft DM, Heald AH. The association of polypharmacy with COVID-19 outcomes independent of comorbidities in people with type 2 diabetes: implications for the unforeseen consequences of polypharmacy. Cardiovasc Endocrinol Metab 2024; 13:e0304. [PMID: 38799205 PMCID: PMC11124686 DOI: 10.1097/xce.0000000000000304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 04/30/2024] [Indexed: 05/29/2024]
Affiliation(s)
- Juhi K. Gupta
- Division of Informatics, Imaging and Data Science, Faculty of Biology, Medicine and Health, University of Manchester
| | - Rathi Ravindrarajah
- Division of Informatics, Imaging and Data Science, Faculty of Biology, Medicine and Health, University of Manchester
| | - George Tilston
- Division of Informatics, Imaging and Data Science, Faculty of Biology, Medicine and Health, University of Manchester
| | - Wiliam Ollier
- Faculty of Science and Engineering, Manchester Metropolitan University
| | - Darren M. Ashcroft
- Division of Pharmacy & Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester
- NIHR Greater Manchester Patient Safety Research Collaboration (PSRC), University of Manchester, Manchester
| | - Adrian H. Heald
- Department of Diabetes and Endocrinology, Salford Royal NHS Foundation Trust, Salford and
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
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Oosting IJ, Colombijn JM, Kaasenbrood L, Liabeuf S, Laville SM, Hooft L, Bots ML, Verhaar MC, Vernooij RW. Polypharmacy in Patients with CKD: A Systematic Review and Meta-Analysis. KIDNEY360 2024; 5:841-850. [PMID: 38661553 PMCID: PMC11219116 DOI: 10.34067/kid.0000000000000447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 04/12/2024] [Indexed: 04/26/2024]
Abstract
Key Points The prevalence of polypharmacy in patients with CKD was over 80%. Polypharmacy was highest in patients with a kidney transplant and those receiving dialysis. Polypharmacy is associated with worse clinical outcomes, lower quality of life, and medication-related problems in patients with CKD. Background Despite the high prevalence of polypharmacy in patients with CKD, the extent of polypharmacy across patients with (different stages of) CKD, as well as the association with clinical outcomes remains unknown. This systematic review aimed to evaluate the prevalence of polypharmacy in (different subgroups of) patients with CKD and assess the association between polypharmacy and patient-important outcomes. Methods MEDLINE, Embase, and the Cochrane Library were searched from inception until July 2022. Studies that reported the prevalence of polypharmacy, medication use, or pill burden in patients with CKD (including patients receiving dialysis and kidney transplant recipients) and their association with patient-important outcomes (i.e ., mortality, kidney failure, quality of life [QoL], and medication nonadherence) were included. Two reviewers independently screened title and abstract and full texts, extracted data, and assessed risk of bias. Data were pooled in a random-effects single-arm meta-analysis. Results In total, 127 studies were included (CKD 3–5 n =39, dialysis: n =38, kidney transplant n =13, different CKD stages n =37). The pooled prevalence of polypharmacy, based on 63 studies with 484,915 patients, across all patients with CKD was 82% (95% confidence interval, 76% to 86%), and the pooled mean number of prescribed medications was 9.7 (95% confidence interval, 8.4 to 11.0). The prevalence of polypharmacy was higher in patients who received dialysis or a kidney transplant compared with patients with CKD 3–5 but did not differ between studies with regards to region or patients' mean age or sex. In patients with CKD, polypharmacy was associated with a higher risk of all-cause mortality, kidney failure, faster eGFR decline, lower QoL, and higher medication nonadherence, adverse drug reactions, and potentially inappropriate medications. Conclusions The prevalence of polypharmacy in patients with CKD was over 80%, and highest in patients with a kidney transplant and those receiving dialysis. No causes of heterogeneity were identified, indicating that polypharmacy is an issue for all patients with CKD. Polypharmacy is associated with worse clinical outcomes, lower QoL, and medication-related problems in patients with CKD. Clinical Trial registry name and registration number: PROSPERO (CRD42022331941).
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Affiliation(s)
- Ilse J. Oosting
- Department of Nephrology and Hypertension, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Julia M.T. Colombijn
- Department of Nephrology and Hypertension, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Lotte Kaasenbrood
- Department of Nephrology and Hypertension, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Sophie Liabeuf
- MP3CV Laboratory, EA7517, Jules Verne University of Picardie, Amiens, France
- Pharmacoepidemiology Unit, Department of Clinical Pharmacology, Amiens University Medical Center, Amiens, France
| | - Solène M. Laville
- MP3CV Laboratory, EA7517, Jules Verne University of Picardie, Amiens, France
- Pharmacoepidemiology Unit, Department of Clinical Pharmacology, Amiens University Medical Center, Amiens, France
| | - Lotty Hooft
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Michiel L. Bots
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Marianne C. Verhaar
- Department of Nephrology and Hypertension, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Robin W.M. Vernooij
- Department of Nephrology and Hypertension, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
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Shaikh S, Vaidya V, Gupta A, Kulkarni R, Joshi A, Kulkarni M, Sharma V, Revankar S. A Review on Affordable Combinations in Type 2 Diabetes Care: Exploring the Cost-Effective Potential of Glipizide + Metformin and Glimepiride + Metformin + Pioglitazone. Cureus 2024; 16:e59850. [PMID: 38854289 PMCID: PMC11157142 DOI: 10.7759/cureus.59850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/22/2024] [Indexed: 06/11/2024] Open
Abstract
Management of type 2 diabetes mellitus (T2DM) largely relies on medication adherence of individuals with diabetes to achieve optimal glycemic control. The economic burden of diabetes could impede adherence, leading to a reduction in treatment efficacy and increased risk of complications. Furthermore, monotherapy in diabetes is losing traction due to its ineffectiveness in achieving early and sustained optimal glycemic control in a significant proportion of the population. Hence, clinicians prefer combination treatment due to their improved efficacy and safety. Considering these factors, the current review highlights the safety and efficacy of the affordable combination therapies, a dual therapy, glipizide + metformin, and a triple-drug combination of glimepiride + metformin + pioglitazone and its applicability in the management of T2DM among individuals with diabetes in India.
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Affiliation(s)
- Shehla Shaikh
- Endocrinology, Saifee Hospital, Mumbai, IND
- Endocrinology, Sir H. N. Reliance Foundation Hospital, Mumbai, IND
| | - Vishal Vaidya
- Diabetes and Endocrinology, Diacare Clinic, Ahmedabad, IND
| | - Amit Gupta
- Diabetes and Endocrinology, Centre for Diabetes Care, Greater Noida, IND
| | - Raghunath Kulkarni
- Diabetes and Endocrinology, Sevasadhan Superspeciality Centre, Sangli, IND
| | - Ashok Joshi
- Endocrinology and Diabetes, Balaji Hospital, Thane, IND
| | - Medhinee Kulkarni
- Diabetes and Endocrinology, Lifespan Diabetes and Cardiometabolic Clinic, Mumbai, IND
| | - Vidhe Sharma
- Diabetes and Endocrinology, Ruby Hall Clinic Hinjawadi, Pune, IND
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12
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Yuan L, Zhao J, Liu Y, Zhao J, Olnood CG, Xu YJ, Liu Y. Multiomics analysis revealed the mechanism of the anti-diabetic effect of Salecan. Carbohydr Polym 2024; 327:121694. [PMID: 38171651 DOI: 10.1016/j.carbpol.2023.121694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 12/07/2023] [Accepted: 12/12/2023] [Indexed: 01/05/2024]
Abstract
Salecan, a natural β-glucan compromising nine residues connected by β-(1 → 3)/α-(1 → 3) glycosidic bonds, is one of the newly approved food ingredients. Salecan has multiple health-improving effects, yet its mechanism against Type 2 diabetes mellitus (T2DM) remains poorly understood. In this study, the hypoglycemic effect and underlying mechanism of Salecan intervention on STZ-induced diabetic model mice were investigated. After 8 weeks of gavage, Salecan attenuated insulin resistance and repaired pancreatic β cells in a dose-dependent manner. In addition, Salecan supplement remodel the structure of the gut microbiota and altered the level of intestinal metabolites. Serum metabolites, especially unsaturated fatty acids, were also affected significantly. In addition, tight junction proteins in the colon and autophagy-related proteins in the pancreas were upregulated. Multiomics analysis indicated that Lactobacillus johnsonii, Muribaculaceae, and Lachnoclostridium were highly associated with fatty acid esters of hydroxy fatty acids (FAHFA) levels in the colon, accordingly enhancing arachidonic acid and linoleic acid in serum, and promoting GLP-1 release in the intestine and insulin secretion in the pancreas, thus relieving insulin resistance and exhibiting hypoglycemic effects. These findings provide a novel understanding of the anti-diabetic effect of Salecan in mice from a molecular perspective, paving the way for the wide use of Salecan.
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Affiliation(s)
- Liyang Yuan
- State Key Laboratory of Food Science and Technology, School of Food Science and Technology, National Engineering Research Center for Functional Food, National Engineering Laboratory for Cereal Fermentation Technology, Collaborative Innovation Center of Food Safety and Quality Control in Jiangsu Province, Jiangnan University, 1800 Lihu Road, Wuxi 214122, Jiangsu, China
| | - Juan Zhao
- Sichuan Synlight Biotech Ltd, 88 Keyuan South Road, Chengdu 610000, Sichuan, China
| | - Yanjun Liu
- State Key Laboratory of Food Science and Technology, School of Food Science and Technology, National Engineering Research Center for Functional Food, National Engineering Laboratory for Cereal Fermentation Technology, Collaborative Innovation Center of Food Safety and Quality Control in Jiangsu Province, Jiangnan University, 1800 Lihu Road, Wuxi 214122, Jiangsu, China
| | - Jialiang Zhao
- State Key Laboratory of Food Science and Technology, School of Food Science and Technology, National Engineering Research Center for Functional Food, National Engineering Laboratory for Cereal Fermentation Technology, Collaborative Innovation Center of Food Safety and Quality Control in Jiangsu Province, Jiangnan University, 1800 Lihu Road, Wuxi 214122, Jiangsu, China
| | - Chen Guang Olnood
- Sichuan Synlight Biotech Ltd, 88 Keyuan South Road, Chengdu 610000, Sichuan, China
| | - Yong-Jiang Xu
- State Key Laboratory of Food Science and Technology, School of Food Science and Technology, National Engineering Research Center for Functional Food, National Engineering Laboratory for Cereal Fermentation Technology, Collaborative Innovation Center of Food Safety and Quality Control in Jiangsu Province, Jiangnan University, 1800 Lihu Road, Wuxi 214122, Jiangsu, China.
| | - Yuanfa Liu
- State Key Laboratory of Food Science and Technology, School of Food Science and Technology, National Engineering Research Center for Functional Food, National Engineering Laboratory for Cereal Fermentation Technology, Collaborative Innovation Center of Food Safety and Quality Control in Jiangsu Province, Jiangnan University, 1800 Lihu Road, Wuxi 214122, Jiangsu, China.
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13
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Chinmayee A, Subbarayan S, Myint PK, Cherubini A, Cruz-Jentoft AJ, Petrovic M, Gudmundsson A, Byrne S, O'Mahony D, Soiza RL. Diabetes mellitus increases risk of adverse drug reactions and death in hospitalised older people: the SENATOR trial. Eur Geriatr Med 2024; 15:189-199. [PMID: 38127206 PMCID: PMC10876722 DOI: 10.1007/s41999-023-00903-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 11/15/2023] [Indexed: 12/23/2023]
Abstract
PURPOSE Adverse drug reactions (ADRs) are a major cause of morbidity and mortality, especially in older people. Older people with diabetes mellitus may be at especially high risk of ADRs but this risk has not been well studied. This study aimed to compare severity and type of ADRs in hospitalised, multimorbid older people with and without diabetes and secondly to assess the impact of ADRs on mortality, rehospitalisation and length of stay. METHODS Participants in the SENATOR (Software Engine for the Assessment and optimization of drug and non-drug Therapy in Older peRsons) trial were assessed for 12 common and 'other' prevalent and incident adverse drug reactions using a blinded end-point adjudication process. Descriptive analyses, logistic regression and mediation analyses were undertaken. RESULTS Of 1537 people in the SENATOR trial, 540 (35.1%) had diabetes mellitus (mean age 77.4 ± 7.3 years, 58.5% male). In the total population, 773 prevalent and 828 incident ADRs were reported. Both prevalent and incident symptomatic hypoglycaemia and incident acute kidney injury (AKI) were significantly more common in people with diabetes (p < 0.05). Patients with diabetes had higher all-cause mortality at 12 weeks than those without (9.1% vs 6.3%, p = 0.04). Mediation analysis revealed that mortality was significantly higher (OR = 1.43, Sobel test p = 0.048) in people with diabetes and ADRs causing AKI. CONCLUSIONS Older multimorbid people with diabetes presenting to hospital with acute illness have significantly more ADRs than those without, and a significantly higher mortality that is mediated by medication-associated AKI and poorer renal function.
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Affiliation(s)
- Anagha Chinmayee
- Ageing Clinical and Experimental Research (ACER) Group, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Selvarani Subbarayan
- Ageing Clinical and Experimental Research (ACER) Group, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Phyo Kyaw Myint
- Ageing Clinical and Experimental Research (ACER) Group, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
- Aberdeen Royal Infirmary, NHS Grampian, Aberdeen, Scotland, UK
| | - Antonio Cherubini
- Geriatria, Accettazione Geriatrica e Centro Di Ricerca Per L'invecchiamento, IRCCS INRCA, Ancona, Italy
| | | | - Mirko Petrovic
- Department of Geriatrics, Ghent University Hospital, Ghent, Belgium
| | | | - Stephen Byrne
- School of Pharmacy, University College Cork, Cork, Ireland
| | - Denis O'Mahony
- Department of Medicine (Geriatrics), School of Medicine, University College Cork, Cork, Ireland
| | - Roy L Soiza
- Ageing Clinical and Experimental Research (ACER) Group, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK.
- Aberdeen Royal Infirmary, NHS Grampian, Aberdeen, Scotland, UK.
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14
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Lu L, Wang S, Chen J, Yang Y, Wang K, Zheng J, Guo P, Cai Y, Zhang Q. Associated adverse health outcomes of polypharmacy and potentially inappropriate medications in community-dwelling older adults with diabetes. Front Pharmacol 2023; 14:1284287. [PMID: 38035029 PMCID: PMC10687175 DOI: 10.3389/fphar.2023.1284287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 10/31/2023] [Indexed: 12/02/2023] Open
Abstract
Aim: This study aimed to identify the association of chronic polypharmacy and potentially inappropriate medications (PIMs) with adverse health outcomes (AHOs) in community-dwelling older adults with diabetes in China. Methods: A 2-year retrospective cohort study was conducted using 11,829 community-followed older adults with diabetes and medical records from 83 hospitals and 702 primary care centers in Shenzhen, China. Chronic polypharmacy and PIMs were identified from prescription records using Beers' criteria, and their associated AHO was analyzed using multivariable logistic regression analysis. Results: The prevalence of chronic polypharmacy and at least one PIM exposure was 46.37% and 55.09%, respectively. The top five PIMs were diuretics, benzodiazepines, first-generation antihistamines, sulfonylureas, and insulin (sliding scale). Chronic polypharmacy was positively associated with all-cause hospital admission, admission for coronary heart disease, admission for stroke, admission for dementia, and emergency department visits. Exposure to PIMs was positively associated with all-cause hospital admission, admission for heart failure (PIMs ≥2), admission for stroke (PIMs ≥3), emergency department visits, bone fracture, constipation, and diarrhea. Conclusion: Chronic polypharmacy and PIMs were prevalent in older adults with diabetes in Chinese communities. Iatrogenic exposure to chronic polypharmacy and PIMs is associated with a higher incidence of different AHOs. This observational evidence highlights the necessity of patient-centered medication reviews for chronic polypharmacy and PIMs use in older patients with diabetes in primary care facilities in China and draws attention to the caution of polypharmacy, especially PIM use in older adults with diabetes in clinical practice.
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Affiliation(s)
- Lvliang Lu
- Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China
| | - Shuang Wang
- Shenzhen Health Development Research and Data Management Center, Shenzhen, Guangdong, China
| | - Jiaqi Chen
- Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China
| | - Yujie Yang
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China
| | - Kai Wang
- Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China
| | - Jing Zheng
- Shenzhen Health Development Research and Data Management Center, Shenzhen, Guangdong, China
| | - Pi Guo
- Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China
| | - Yunpeng Cai
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China
| | - Qingying Zhang
- Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China
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15
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Atak Tel BM, Aktas G, Bilgin S, Baltaci SB, Taslamacioglu Duman T. Control Level of Type 2 Diabetes Mellitus in the Elderly Is Associated with Polypharmacy, Accompanied Comorbidities, and Various Increased Risks According to the Beers Criteria. Diagnostics (Basel) 2023; 13:3433. [PMID: 37998569 PMCID: PMC10670184 DOI: 10.3390/diagnostics13223433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 10/31/2023] [Accepted: 11/11/2023] [Indexed: 11/25/2023] Open
Abstract
Comorbidity rates in the geriatric population have increased because of rising life expectancy; thus, patients have had to use more medications. Type 2 diabetes mellitus, one of the most common diseases, may influence the number of drugs used in geriatric patients. The present study was designed to investigate the association between the level of type 2 DM and polypharmacy. Fifty patients with type 2 diabetes over the age of 65 were included according to the inclusion criteria; 23 were well-controlled and 27 had poorly controlled diabetes. The groups were similar in terms of age, sex, WBC, Hb, Plt, AST, ALT, serum creatinine, fasting glucose, and eGFR levels. Patients with HbA1c values above 7.5 were classified as poorly controlled diabetes patients, and those below were considered well-controlled diabetes patients and were evaluated for inappropriate medication use. The number of medications used daily by the cases (p < 0.001), the number of concomitant diseases (p = 0.001), and the number of increased risks according to the Beers Criteria (p = 0.02) were observed to be high in poorly controlled type 2 diabetes mellitus subjects. HbA1c levels were related to the number of medications (r = 0.4, p = 0.004), comorbidities (r = 0.28, p = 0.04), and the number of increased risks according to the Beers Criteria (r = 0.31, p = 0.014). In conclusion, the number of medications used in patients with poorly controlled type 2 diabetes mellitus was found to be more elevated than in individuals with well-controlled type 2 diabetes mellitus. The HbA1c values varied among patients regarding polypharmacy, comorbidities, and increased risks according to the Beers Criteria.
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Affiliation(s)
| | - Gulali Aktas
- Department of Internal Medicine, Abant Izzet Baysal University Hospital, 14280 Bolu, Turkey; (B.M.A.T.); (S.B.); (S.B.B.); (T.T.D.)
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16
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Al-Azayzih A, Kanaan RJ, Altawalbeh SM. Assessment of Drug-Related Problems and Health-Related Quality of Life Domains in Elderly Patients with Type 2 Diabetes Mellitus. Ther Clin Risk Manag 2023; 19:913-928. [PMID: 38023626 PMCID: PMC10655742 DOI: 10.2147/tcrm.s434235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 11/04/2023] [Indexed: 12/01/2023] Open
Abstract
Aims of the Study This study aimed to investigate the prevalence and predictors of Drug-related problems (DRPs), as well as to evaluate the impact of DRPs on the health-related quality of life in geriatric patients with type 2 diabetes mellitus. Methodology A cross-sectional study was conducted over a three-month period. Patients aged 60 years and older visited diabetes clinics from October 1, 2022, to December 31, 2022, were included in the study. Data were collected through structured questionnaires, whereas lab results, medication records, comorbidities, and the consequences of DRPs were collected from electronic medical records. DRPs were identified and classified using the PCNE V501 classification system. Health-related quality of life (HRQoL) was evaluated using the validated EuroQol criteria. Results A total of 491 patients participated in the study, and the mean age of the patients was 67.51 years (SD = 5.84 years). Female patients represented 52.34% of total subjects. A total of 461 (around 94%) experienced at least one drug-related problem (DRP), ranging from one to nine DRPs per patient, with a total number of DRPs equal to 1625 identified. The most common DRP was the drug choice problem, affecting 52.98% of patients. Factors such as high drug frequency, living conditions, the number of diabetes medications, comorbidities, and smoking were significantly associated with higher numbers of DRPs. Higher numbers of DRPs were found to significantly worsen health-related quality of life (HRQoL) among patients. Conclusion Geriatric individuals with type 2 diabetes mellitus encounter a significant prevalence of DRPs, with drug choice problems being the most common followed by dosing problems. Risk factors contributing to these DRPs include high drug frequency, living conditions, high number of diabetes medications, multimorbidity, and smoking. Also, the study concluded that the increased number of DRPs was associated with negative impact on HRQoL domains in geriatric patients with type 2 diabetes.
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Affiliation(s)
- Ahmad Al-Azayzih
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Roaa J Kanaan
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Shoroq M Altawalbeh
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
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17
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Chuan F, Gao Y, Liao K, Ye X, Mei M, Tian W, Li R, Zhou B. A simple fragility fracture risk score for type 2 diabetes patients: a derivation, validation, comparison, and risk stratification study. Eur J Endocrinol 2023; 189:508-516. [PMID: 37956457 DOI: 10.1093/ejendo/lvad150] [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] [Received: 04/17/2023] [Revised: 09/05/2023] [Accepted: 09/18/2023] [Indexed: 11/15/2023]
Abstract
OBJECTIVES The aims of this study were to develop and validate 2 simple scores for stratification of the risks of (1) any fragility (AF) and (2) major osteoporotic fracture (MOF) in type 2 diabetes (T2D) patients; we also compared the performance of these scores with that of the Fracture Risk Assessment Tool (FRAX) and its adjustments. DESIGN AND METHODS In this longitudinal cohort study, 1855 patients with T2D were enrolled from January 2015 to August 2019. Cox proportional hazard regression was used to model the 5-year risk of AF and MOF. These scores were internally validated using a bootstrap resampling method of 1000. RESULTS During a median follow-up of 5 years, 119 (6.42%) cases of AF and 92 (4.96%) cases of MOFs were identified. Both the concordance index (C-index) and calibration plots indicated improved identification performance using the newly established scores. Furthermore, these scores also showed improved outcomes regarding the decision curve analysis (DCA) and area under the curve (AUC) compared to the widely used FRAX and its derivatives. More importantly, these scores successfully separated T2D patients into risk groups according to significant differences in fracture incidence. CONCLUSIONS These novel scores enable simple and reliable fracture risk stratification in T2D patients. Future work is needed to validate these findings in external cohort(s).
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Affiliation(s)
- Fengning Chuan
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400042, China
- Department of Endocrinology, Chongqing University Fuling Hospital, Chongqing, 408099, China
| | - Youyuan Gao
- Department of Nephrology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400042, China
| | - Kun Liao
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400042, China
| | - Xin Ye
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400042, China
| | - Mei Mei
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400042, China
| | - Wenqing Tian
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400042, China
| | - Rong Li
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400042, China
| | - Bo Zhou
- Department of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400042, China
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18
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Tsunoda C, Hasegawa K, Hiroshige R, Kasai T, Yokoyama H, Goto S. Effect of Cyclodextrin Complex Formation on Solubility Changes of Each Drug Due to Intermolecular Interactions between Acidic NSAIDs and Basic H2 Blockers. Mol Pharm 2023; 20:5032-5042. [PMID: 37688787 PMCID: PMC10548472 DOI: 10.1021/acs.molpharmaceut.3c00291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 08/26/2023] [Accepted: 08/28/2023] [Indexed: 09/11/2023]
Abstract
One of the solubilization of poorly water-soluble drugs is the use of cyclodextrin (CD)-based inclusion complexes. On the other hand, few studies have investigated how CD functions on the solubility of drugs in the presence of multiple drugs that interact with each other. In this study, we used indomethacin (IND) and diclofenac (DIC) as acidic drugs, famotidine (FAM) and cimetidine (CIM) as basic drugs, and imidazole (IMZ), histidine (HIS), and arginine (ARG) as compounds structurally similar to basic drugs. We attempted to clarify the effect of β-CD on the solubility change of each drug in the presence of multiple drugs. IND and DIC formed a eutectic mixture in the presence of CIM, IMZ, and ARG, which greatly increased the intrinsic solubility of the drugs as well as their affinity for β-CD. Furthermore, the addition of high concentrations of β-CD to the DIC-FAM combination, which causes a decrease in solubility due to the interaction, improved the solubility of FAM, which was decreased in the presence of DIC. These results indicate that β-CD synergistically improves the solubility of drugs in drug-drug combinations, where the solubility is improved, whereas it effectively improves the dissolution rate of drugs in situations where the solubility is reduced by drug-drug interactions, such as FAM-DIC. This indicates that β-CD can be used to improve the physicochemical properties of drugs, even when they are administered in combination with drugs that interact with each other.
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Affiliation(s)
- Chihiro Tsunoda
- Faculty of Pharmaceutical
Sciences, Tokyo University of Science, 2641 Yamazaki, Noda, Chiba 278-8510, Japan
| | - Kanji Hasegawa
- Faculty of Pharmaceutical
Sciences, Tokyo University of Science, 2641 Yamazaki, Noda, Chiba 278-8510, Japan
| | - Ryosuke Hiroshige
- Faculty of Pharmaceutical
Sciences, Tokyo University of Science, 2641 Yamazaki, Noda, Chiba 278-8510, Japan
| | - Takahiro Kasai
- Faculty of Pharmaceutical
Sciences, Tokyo University of Science, 2641 Yamazaki, Noda, Chiba 278-8510, Japan
| | - Hideshi Yokoyama
- Faculty of Pharmaceutical
Sciences, Tokyo University of Science, 2641 Yamazaki, Noda, Chiba 278-8510, Japan
| | - Satoru Goto
- Faculty of Pharmaceutical
Sciences, Tokyo University of Science, 2641 Yamazaki, Noda, Chiba 278-8510, Japan
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19
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Nishida S, Kato T, Hayashi Y, Yamada S, Fujii H, Yamada M, Asai N, Shimizu S, Niwa T, Iihara H, Kubota S, Sakai M, Takahashi Y, Takao K, Mizuno M, Hirota T, Kobayashi R, Horikawa Y, Yabe D, Suzuki A. Effectiveness of countermeasure for polypharmacy by multidisciplinary team review in patients with diabetes mellitus. J Diabetes Investig 2023; 14:1202-1208. [PMID: 37357565 PMCID: PMC10512905 DOI: 10.1111/jdi.14046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 05/22/2023] [Accepted: 06/14/2023] [Indexed: 06/27/2023] Open
Abstract
AIMS/INTRODUCTION Polypharmacy in diabetes patients is related to worse clinical outcomes. The aim of this study was to evaluate the usefulness of our countermeasure for polypharmacy, which combines a pharmacist check followed by a multidisciplinary team review in diabetic patients with polypharmacy. METHODS A single-center, retrospective observational study was conducted at Gifu University Hospital. Study participants included diabetic patients taking six or more drugs on admission to the diabetes ward between July 2021 and June 2022. Drugs which were discontinued by the present countermeasure were examined, and the number of drugs being taken by each patient was compared between admission and discharge. RESULTS 102 of 308 patients were taking six or more drugs on admission. The drugs being taken by these patients were evaluated by pharmacists using a checklist for polypharmacy. Eighty-four drugs which were evaluated as inappropriate or potentially inappropriate medications by pharmacists were discontinued following the multidisciplinary team review. The median and mean number of drugs taken by the 102 patients significantly decreased from 9.0 (IQR: 8-12) and 9.26 ± 2.64 on admission to 9.0 (IQR: 6-10) and 8.42 ± 2.95 on discharge (P = 0.0002). We followed up with these patients after discontinuation of the drugs and confirmed that their clinical status had not deteriorated. CONCLUSION The present countermeasure for polypharmacy, which combines a pharmacist check based on a checklist for evaluating polypharmacy followed by a multidisciplinary team review, was useful for reducing the number of inappropriate or potentially inappropriate medications taken by diabetes patients with polypharmacy.
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Affiliation(s)
| | - Takehiro Kato
- Department of Diabetes, Endocrinology and MetabolismGifu University Graduate School of MedicineGifuJapan
- Department of Rheumatology and Clinical ImmunologyGifu University Graduate School of MedicineGifuJapan
| | - Yuichi Hayashi
- Faculty of Nursing ScienceTsuruga Nursing UniversityTsurugaJapan
| | - Shoya Yamada
- Department of PharmacyGifu University HospitalGifuJapan
| | | | - Michi Yamada
- Department of PharmacyGifu University HospitalGifuJapan
| | - Nao Asai
- Department of PharmacyGifu University HospitalGifuJapan
| | | | - Takashi Niwa
- Department of PharmacyGifu University HospitalGifuJapan
| | - Hirotoshi Iihara
- Department of PharmacyGifu University HospitalGifuJapan
- Patient Safety DivisionGifu University HospitalGifuJapan
| | - Sodai Kubota
- Department of Diabetes, Endocrinology and MetabolismGifu University Graduate School of MedicineGifuJapan
- Department of Rheumatology and Clinical ImmunologyGifu University Graduate School of MedicineGifuJapan
| | - Mayu Sakai
- Department of Diabetes, Endocrinology and MetabolismGifu University Graduate School of MedicineGifuJapan
- Department of Rheumatology and Clinical ImmunologyGifu University Graduate School of MedicineGifuJapan
| | - Yoshihiro Takahashi
- Department of Diabetes, Endocrinology and MetabolismGifu University Graduate School of MedicineGifuJapan
- Department of Rheumatology and Clinical ImmunologyGifu University Graduate School of MedicineGifuJapan
| | - Ken Takao
- Department of Diabetes, Endocrinology and MetabolismGifu University Graduate School of MedicineGifuJapan
- Department of Rheumatology and Clinical ImmunologyGifu University Graduate School of MedicineGifuJapan
| | - Masami Mizuno
- Department of Diabetes, Endocrinology and MetabolismGifu University Graduate School of MedicineGifuJapan
- Department of Rheumatology and Clinical ImmunologyGifu University Graduate School of MedicineGifuJapan
| | - Takuo Hirota
- Department of Diabetes, Endocrinology and MetabolismGifu University Graduate School of MedicineGifuJapan
- Department of Rheumatology and Clinical ImmunologyGifu University Graduate School of MedicineGifuJapan
| | - Ryo Kobayashi
- Department of PharmacyGifu University HospitalGifuJapan
- Laboratory of Advanced Medical PharmacyGifu Pharmaceutical UniversityGifuJapan
| | - Yukio Horikawa
- Department of Diabetes, Endocrinology and MetabolismGifu University Graduate School of MedicineGifuJapan
- Department of Rheumatology and Clinical ImmunologyGifu University Graduate School of MedicineGifuJapan
- Center for Patient Flow ManagementGifu University HospitalGifuJapan
| | - Daisuke Yabe
- Department of Diabetes, Endocrinology and MetabolismGifu University Graduate School of MedicineGifuJapan
- Department of Rheumatology and Clinical ImmunologyGifu University Graduate School of MedicineGifuJapan
- Center for One Medicine Innovative Translational ResearchGifu University Institute for Advanced StudyGifuJapan
- Preemptive Food Research CenterGifu University Institute for Advanced StudyGifuJapan
- Center for Research, Education and Lifestyle DesignGifu UniversityGifuJapan
| | - Akio Suzuki
- Department of PharmacyGifu University HospitalGifuJapan
- Laboratory of Advanced Medical PharmacyGifu Pharmaceutical UniversityGifuJapan
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Lee SH. The Growing Challenge of Diabetes Management in an Aging Society. Diabetes Metab J 2023; 47:630-631. [PMID: 37793980 PMCID: PMC10555539 DOI: 10.4093/dmj.2023.0279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/06/2023] Open
Affiliation(s)
- Seung-Hwan Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Medical Informatics, College of Medicine, The Catholic University of Korea, Seoul, Korea
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21
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Salis F, Zanda F, Cherchi F, Puxeddu B, Sanna L, Scudu C, Serreli S, Stanisci L, Cossu E, Mandas A. Diabetes mellitus, malnutrition, and sarcopenia: The bond is not explained by bioelectrical impedance analysis in older adults. J Med Life 2023; 16:1170-1177. [PMID: 38024829 PMCID: PMC10652670 DOI: 10.25122/jml-2023-0173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 07/10/2023] [Indexed: 12/01/2023] Open
Abstract
As people age, their risk of diabetes mellitus (DM) and sarcopenia increases due to the decline in muscle mass and strength. Bioelectrical impedance analysis (BIA) is a method used to detect changes in body composition. The primary aim of the study was to determine the distribution of BIA variables among a group of non-DM people and two groups of patients with controlled and uncontrolled DM. The secondary aim was to establish the independent association between BIA-derived data, lipidic assets, and the prevalence of metabolic syndromes with DM. This study included a total of 235 participants who were categorized into three groups based on the presence of diabetes mellitus (DM) and their glycated hemoglobin (HbA1c) levels: non-DM, controlled DM (HbA1c≤7.0%), and uncontrolled DM (HbA1c>7.0%). Waist circumference (p=0.005), bone (p<0.001), muscular (p<0.001), and appendicular skeletal mass (p<0.001) were lower in the non-DM group, while sarcopenic risk (p<0.001), total cholesterol (p<0.001), and LDL (p<0.001), were higher. Grip strength (p<0.001), visceral fat (p=0.01), and phase angle (p=0.04) were significantly lower in non-DM than uncontrolled DM patients, as well as the number of drugs taken (p=0.014). A multivariate analysis highlighted that LDL (coefficient -0.006, p=0.01) was negatively associated, while bone mass (coefficient 0.498, p=0.0042) was positively associated with DM uncontrol. Our study shows that BIA may not be the ideal tool for distinguishing between elderly individuals with and without DM, as it can be affected by numerous covariates, including potential differences in glucometabolic and cardiovascular control.
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Affiliation(s)
- Francesco Salis
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Francesca Zanda
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Federica Cherchi
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Benedetta Puxeddu
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Luisa Sanna
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Chiara Scudu
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Silvia Serreli
- Department of Medicine, Surgery, and Pharmacy, University of Sassari, Sassari, Italy
| | - Lorenzo Stanisci
- Department of Medicine, Surgery, and Pharmacy, University of Sassari, Sassari, Italy
| | - Efisio Cossu
- University Hospital Azienda Ospedaliero-Universitaria of Cagliari, Cagliari, Italy
| | - Antonella Mandas
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
- University Hospital Azienda Ospedaliero-Universitaria of Cagliari, Cagliari, Italy
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22
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Ye J, Wu Y, Yang S, Zhu D, Chen F, Chen J, Ji X, Hou K. The global, regional and national burden of type 2 diabetes mellitus in the past, present and future: a systematic analysis of the Global Burden of Disease Study 2019. Front Endocrinol (Lausanne) 2023; 14:1192629. [PMID: 37522116 PMCID: PMC10376703 DOI: 10.3389/fendo.2023.1192629] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 06/26/2023] [Indexed: 08/01/2023] Open
Abstract
Aim To report the global, regional, and national burden of type 2 diabetes mellitus (T2DM) in 2019, assess its trends in the past, and forecast its trends in the future. Methods The main data source was the Global Burden of Disease 2019 database. We assessed the changes in T2DM burden from 1990 to 2019 with joinpoint regression analysis. Age-period-cohort analysis was used to forecast the T2DM incidence and mortality rate from 2020 to 2034. Results The burden of T2DM has increased from 1990 to 2019 generally. The low-middle socio-demographic index (SDI) region had the highest increase in age-standardized incidence rate (ASIR), age-standardized prevalence rate (ASPR), age-standardized mortality rate (ASMR), and age-standardized disability-adjusted life years (ASDR) due to T2DM. Nationally, the increase in ASIR (r=0.151, p=0.046) and the decrease in ASMR (r=0.355, p<0.001) were positively correlated with SDIs. In 2019, the global ASIR, ASPR, ASMR, ASDR due to T2DM were 259.9 (95% UI 240.3-281.4), 5282.9 (95% UI 4853.6-5752.1), 18.5 (95% UI 17.2-19.7), and 801.5 (95% UI 55477000-79005200) per 100,000 population, respectively. Additionally, the ASIR (r=0.153, p=0.030) and ASPR (r=0.159, p=0.024) of T2DM were positively correlated with SDIs, while ASMR (r=-0.226, p=0.001) and ASDR (r=-0.171, p=0.015) due to T2DM were negatively correlated with SDIs. The ASIR was estimated to increase to 284.42, and ASMR was estimated to increase to 19.1 from 2030 to 2034, per 100,000 population. Conclusion Globally, the burden of T2DM has increased in the past and was forecast to continue increasing. Greater investment in T2DM prevention is needed.
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Affiliation(s)
- Junjun Ye
- Department of Endocrine and Metabolic Diseases, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Shantou University Medical College, Shantou, Guangdong, China
| | - Yixi Wu
- Department of Endocrine and Metabolic Diseases, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Shantou University Medical College, Shantou, Guangdong, China
| | - Shuhui Yang
- Department of Endocrine and Metabolic Diseases, Shantou Central Hospital, Shantou, Guangdong, China
| | - Dan Zhu
- Department of Endocrine and Metabolic Diseases, Shantou Central Hospital, Shantou, Guangdong, China
| | - Fengwu Chen
- Department of Endocrine and Metabolic Diseases, Shantou Central Hospital, Shantou, Guangdong, China
| | - Jingxian Chen
- Shantou University Medical College, Shantou, Guangdong, China
- Department of Endocrine and Metabolic Diseases, Longhu Hospital, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Xiaoxia Ji
- Department of Endocrine and Metabolic Diseases, Shantou Central Hospital, Shantou, Guangdong, China
| | - Kaijian Hou
- Department of Endocrine and Metabolic Diseases, Longhu Hospital, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- School of Public Health, Shantou University, Shantou, China
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23
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Dabidian A, Obarcanin E, Ali Sherazi B, Schlottau S, Schwender H, Laeer S. Impact of a Digital Tool on Pharmacy Students' Ability to Perform Medication Reviews: A Randomized Controlled Trial. Healthcare (Basel) 2023; 11:1968. [PMID: 37444802 DOI: 10.3390/healthcare11131968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 06/29/2023] [Accepted: 07/05/2023] [Indexed: 07/15/2023] Open
Abstract
Digital Medication Review Tools (DMRTs) are increasingly important in pharmacy practice. To ensure that young pharmacists are sufficiently competent to perform medication reviews after graduation, the introduction of DMRTs teaching in academic education is necessary. The aim of our study was to demonstrate the effect of DMRTs use on pharmacy students' performance when conducting a medication review (MR) in a randomized controlled pre-post design. Forty-one pharmacy students were asked to complete a MR within 60 min, followed by a 10-min consultation with (intervention group) and without a DMRT (control group). The MR performance was subdivided into four categories: communication skills, subjective and objective patient data, assessment, and plan. Performance was assessed using objective structured clinical examinations (OSCEs) and analytical checklists. With the use of DMRTs, the overall performance was improved by 17.0% compared to the control group (p < 0.01). Improvement through DMRTs was seen in the subcategories "Assessment" and "Plan". Furthermore, pharmacy students liked using DMRTs and felt more confident overall. Our study results demonstrate that DMRTs improve the performance of MRs, hence DMRTs should become an integral part of pharmacy curriculum. Consequently, digitally enabled pharmacists using DMRTs will be better prepared for their professional careers in pharmacy practice.
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Affiliation(s)
- Armin Dabidian
- Institute of Clinical Pharmacy and Pharmacotherapy, Heinrich Heine University Duesseldorf, Universitaetsstrasse 1, 40225 Duesseldorf, Germany
| | - Emina Obarcanin
- Institute of Clinical Pharmacy and Pharmacotherapy, Heinrich Heine University Duesseldorf, Universitaetsstrasse 1, 40225 Duesseldorf, Germany
- Department of Pharmacy, National University Singapore, 18 Science Drive 4, Singapore 117559, Singapore
| | - Bushra Ali Sherazi
- Institute of Clinical Pharmacy and Pharmacotherapy, Heinrich Heine University Duesseldorf, Universitaetsstrasse 1, 40225 Duesseldorf, Germany
- Institute of Pharmacy, Faculty of Pharmaceutical and Allied Health Sciences, Lahore College for Women University, Lahore 54000, Pakistan
| | - Sabina Schlottau
- Institute of Clinical Pharmacy and Pharmacotherapy, Heinrich Heine University Duesseldorf, Universitaetsstrasse 1, 40225 Duesseldorf, Germany
| | - Holger Schwender
- Mathematical Institute, Heinrich Heine University Duesseldorf, Universitaetsstrasse 1, 40225 Duesseldorf, Germany
| | - Stephanie Laeer
- Institute of Clinical Pharmacy and Pharmacotherapy, Heinrich Heine University Duesseldorf, Universitaetsstrasse 1, 40225 Duesseldorf, Germany
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Manirajan P, Sivanandy P. Drug Utilisation Review among Geriatric Patients with Noncommunicable Diseases in a Primary Care Setting in Malaysia. Healthcare (Basel) 2023; 11:1665. [PMID: 37372782 DOI: 10.3390/healthcare11121665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 05/30/2023] [Accepted: 06/01/2023] [Indexed: 06/29/2023] Open
Abstract
A prospective cross-sectional study was conducted to analyse the drugs prescribed to the elderly population with noncommunicable diseases and to determine the polypharmacy at a primary care clinic in Negeri Sembilan, Malaysia. The study was conducted for 6 months at the primary care clinic of Gemas. Geriatric patients above the age of 65 and diagnosed with noncommunicable diseases were included upon providing written informed consent. The majority of the geriatric patients were between 65 and 69 years (mean: 69.72 ± 2.85) and prescribed 4 or more medications (mean: 5.18 ± 0.64, p = 0.007). More than 95% (n = 295) of the geriatrics were found to have multimorbidity, in which around 45% (n = 139) had type-2 diabetes together with hypertension and dyslipidaemia. Combination therapy was prescribed to more than 97% (n = 302) of the elderly, whereas cardiovascular and endocrine medications were the most commonly prescribed. Ten prescriptions were found to have drug-related problems, prescribing cascade (80%), lack of medicine optimisation (10%), and inappropriate prescription (10%). In this study, the majority of the elderly had multimorbidity; polypharmacy was commonly seen among geriatric patients. Polypharmacy is the biggest threat to the elderly population, as it increases the chances of falls and fall-related injuries. Medicine optimisation and deprescribing will reduce the chances of drug-related problems and morbidity and mortality associated with polypharmacy and over-consumption of medications. Hence, the study recommends the health fraternity look for medication optimisation and deprescribing to reduce the future complications associated with polypharmacy.
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Affiliation(s)
- Priya Manirajan
- Department of Pharmacy Practice, School of Pharmacy, International Medical University, Kuala Lumpur 57000, Malaysia
| | - Palanisamy Sivanandy
- Department of Pharmacy Practice, School of Pharmacy, International Medical University, Kuala Lumpur 57000, Malaysia
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Hickman E, Gillies C, Khunti K, Seidu S. Deprescribing, Polypharmacy and Prescribing Cascades in Older People with Type 2 Diabetes: A Focused Review. J Indian Inst Sci 2023. [DOI: 10.1007/s41745-022-00352-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
AbstractDeprescribing is the process by which medications are reduced without compromising safety to the patient (Jude et al. in 2022 Diabetes Ther 13: 619–634, 2022). The purpose of this narrative review is to discuss deprescribing as a topic, firstly discussing the benefits and pitfalls to such pharmacological interventions along with the current barriers and enablers to such a controversial topic, and then discussing deprescribing with respect to preventive medications, namely those that reduce the long term impacts of a condition or disease. Research that has previously focused on reducing polypharmacy has highlighted the benefits of such interventions, including reduction of adverse reactions or complications, improved patient satisfaction and quality of life, and improved cost effectiveness and drug compliance. Some potential harms that have been highlighted include an increased number of complications, increased symptoms of previously dampened conditions, and negligible changes in patient satisfaction that have stressed the importance of this intervention being patient centred and individualized to each patient. The implementation of deprescribing processes could drastically change the way people think about deprescribing and could be extremely beneficial to older patients living with type 2 diabetes worldwide. Developments in preventive medication deprescribing could pave the way for this intervention to become more common place improving the quality of life in patient’s final years.
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Russell AM, Opsasnick L, Yoon E, Bailey SC, O'Brien M, Wolf MS. Association between medication regimen complexity and glycemic control among patients with type 2 diabetes. J Am Pharm Assoc (2003) 2022; 63:769-777. [PMID: 36682933 DOI: 10.1016/j.japh.2022.12.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 12/02/2022] [Accepted: 12/28/2022] [Indexed: 01/02/2023]
Abstract
INTRODUCTION Type 2 diabetes mellitus (T2DM) and comorbid conditions require patients to take complex medication regimens. Greater regimen complexity has been associated with poorer T2DM management; however, the relationship between overall regimen complexity and glycemic control is unclear. OBJECTIVES Our objectives were: (1) to examine associations between regimen complexity (with the Medication Regimen Complexity Index [MRCI]) and glycemic control (A1C), and (2) to compare overall MRCI with other measures of regimen complexity (overall and diabetes-specific medication count) and diabetes-specific MRCI. METHODS This was a secondary data analysis of cross-sectional data from a parent trial. Participants were patients with T2DM taking at least 3 chronic medications followed in safety net clinics in the Chicago area. The MRCI measures complexity based on dosing frequency, route of administration, and special instructions for prescribed medications. MRCI scores were created for overall regimens and diabetes-specific medications. Sociodemographics and outpatient visit utilization were included in models as covariates. Linear regression was used to examine the associations between variables of interest and hemoglobin A1C. RESULTS Participants (N = 432) had a mean age of 56.9 years, most were female (66.0%), and Hispanic or Latino (73.3%). Regimen complexity was high based on overall medications (mean = 6.6 medications, SD: 3.09) and MRCI (mean = 21.4, SD: 11.3). Higher diabetes-specific MRCI was associated with higher A1C in bivariate and multivariable models. In multivariable models, overall MRCI greater than 14, fewer outpatient health care visits, male gender, and absence of health insurance were independently associated with higher A1C. The variance in A1C explained by MRCI was higher compared to medication count for overall and diabetes-specific regimen complexity. CONCLUSIONS More complex regimens are associated with worse A1C and measuring complexity with MRCI may have advantages. Deprescribing, increasing insurance coverage, and promoting engagement in health care may improve A1C among underserved populations with complex regimens.
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Causal deep learning reveals the comparative effectiveness of antihyperglycemic treatments in poorly controlled diabetes. Nat Commun 2022; 13:6921. [PMID: 36376286 PMCID: PMC9663714 DOI: 10.1038/s41467-022-33732-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 09/30/2022] [Indexed: 11/16/2022] Open
Abstract
Type-2 diabetes is associated with severe health outcomes, the effects of which are responsible for approximately 1/4th of the total healthcare spending in the United States (US). Current treatment guidelines endorse a massive number of potential anti-hyperglycemic treatment options in various combinations. Strategies for optimizing treatment selection are lacking. Real-world data from a nationwide population of over one million high-risk diabetic patients (HbA1c ≥ 9%) in the US is analyzed to evaluate the comparative effectiveness for HbA1c reduction in this population of more than 80 different treatment strategies ranging from monotherapy up to combinations of five concomitant classes of drugs across each of 10 clinical cohorts defined by age, insulin dependence, and a number of other chronic conditions. A causal deep learning approach developed on such data allows for more personalized evaluation of treatment selection. An average confounder-adjusted reduction in HbA1c of 0.69% [-0.75, -0.65] is observed between patients receiving high vs low ranked treatments across cohorts for which the difference was significant. This method can be extended to explore treatment optimization for other chronic conditions.
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Falling Short: The Contribution of Central Insulin Receptors to Gait Dysregulation in Brain Aging. Biomedicines 2022; 10:biomedicines10081923. [PMID: 36009470 PMCID: PMC9405648 DOI: 10.3390/biomedicines10081923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 07/27/2022] [Accepted: 07/29/2022] [Indexed: 11/23/2022] Open
Abstract
Insulin resistance, which manifests as a reduction of insulin receptor signaling, is known to correlate with pathological changes in peripheral tissues as well as in the brain. Central insulin resistance has been associated with impaired cognitive performance, decreased neuronal health, and reduced brain metabolism; however, the mechanisms underlying central insulin resistance and its impact on brain regions outside of those associated with cognition remain unclear. Falls are a leading cause of both fatal and non-fatal injuries in the older population. Despite this, there is a paucity of work focused on age-dependent alterations in brain regions associated with ambulatory control or potential therapeutic approaches to target these processes. Here, we discuss age-dependent alterations in central modalities that may contribute to gait dysregulation, summarize current data supporting the role of insulin signaling in the brain, and highlight key findings that suggest insulin receptor sensitivity may be preserved in the aged brain. Finally, we present novel results showing that administration of insulin to the somatosensory cortex of aged animals can alter neuronal communication, cerebral blood flow, and the motivation to ambulate, emphasizing the need for further investigations of intranasal insulin as a clinical management strategy in the older population.
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