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Multimorbidity prevalence and patterns at the baseline of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). 巴西成人健康纵向研究(ELSA-Brasil)基线的多病患病率和模式
Pub Date : 2023-01-01 DOI: 10.1177/26335565231173845
Larissa Pruner Marques, Odaleia Barbosa de Aguiar, Daniela Polessa Paula, Fernanda Esthefane Garrides Oliveira, Dóra Chor, Isabela Benseñor, Antonio Luiz Ribeiro, Andre R Brunoni, Luciana A C Machado, Maria de Jesus Mendes da Fonseca, Rosane Härter Griep

Background: To identify multimorbidity patterns, by sex, according to sociodemographic and lifestyle in ELSA-Brasil.

Methods: Cross-sectional study with 14,516 participants from ELSA-Brasil (2008-2010). Fuzzy c-means was used to identify multimorbidity patterns of 2+ chronic morbidities, where the consequent morbidity had to occur in at least 5% of all cases. Association rule (O/E≥1.5) was used to identify co-occurrence of morbidities, in each cluster, by sociodemographic and lifestyle factors.

Results: The prevalence of multimorbidity was higher in women (73.7%) compared to men (65.3%). Among women, cluster 1 was characterized by hypertension/diabetes (13.2%); cluster 2 had no overrepresented morbidity; and cluster 3 all participants had kidney disease. Among men, cluster 1 was characterized by cirrhosis/hepatitis/obesity; cluster 2, most combinations included kidney disease/migraine (6.6%); cluster 3, no pattern reached association ratio; cluster 4 predominated co-occurrence of hypertension/rheumatic fever, and hypertension/dyslipidemia; cluster 5 predominated diabetes and obesity, and combinations with hypertension (8.8%); and cluster 6 presented combinations of diabetes/hypertension/heart attack/angina/heart failure. Clusters were characterized by higher prevalence of adults, married and participants with university degrees.

Conclusion: Hypertension/diabetes/obesity were highly co-occurred, in both sexes. Yet, for men, morbidities like cirrhosis/hepatitis were commonly clustered with obesity and diabetes; and kidney disease was commonly clustered with migraine and common mental disorders. The study advances in understanding multimorbidity patterns, benefiting simultaneously or gradually prevention of diseases and multidisciplinary care responses.

背景:根据elsa -巴西的社会人口统计学和生活方式,按性别确定多发病模式。方法:来自ELSA-Brasil的14516名参与者(2008-2010)的横断面研究。模糊c均值用于识别2+慢性疾病的多发病模式,其中随后的发病必须至少在所有病例中占5%。采用关联规则(O/E≥1.5),通过社会人口统计学和生活方式因素确定每组中发病率的共现性。结果:女性多病患病率(73.7%)高于男性(65.3%)。在女性中,第1组以高血压/糖尿病为特征(13.2%);聚类2没有过度代表的发病率;第三组所有的参与者都有肾脏疾病。在男性中,第1组以肝硬化/肝炎/肥胖为特征;第2组,大多数合并包括肾病/偏头痛(6.6%);聚类3,没有模式达到关联比;第4组以高血压/风湿热和高血压/血脂异常共存为主;第5类以糖尿病和肥胖为主,并合并高血压(8.8%);第6组合并糖尿病/高血压/心脏病/心绞痛/心力衰竭。群集的特点是成年人、已婚和具有大学学位的参与者的患病率较高。结论:高血压/糖尿病/肥胖在两性中高度共发。然而,对于男性来说,肝硬化/肝炎等疾病通常与肥胖和糖尿病聚集在一起;肾脏疾病通常与偏头痛和常见精神障碍聚集在一起。该研究在了解多发病模式,同时或逐渐受益于疾病预防和多学科护理反应方面取得了进展。
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引用次数: 0
Impact of US Medicare Coverage on Multimorbidity Accumulation Among Patients Seen in Community Health Centers 美国医疗保险覆盖范围对社区卫生中心患者多重疾病积累的影响
Pub Date : 2023-01-01 DOI: 10.1370/afm.21.s1.3975
Katherine D Peak, Teresa D. Schmidt, Tahlia L. Hodes, Ana R. Quiñones, N. Huguet
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引用次数: 0
Multimorbidity in South Africa: Is the health system ready? 南非的多病:卫生系统准备好了吗?
Pub Date : 2023-01-01 DOI: 10.1177/26335565231182483
Rifqah Abeeda Roomaney, Brian van Wyk, Victoria Pillay-van Wyk

Background: Multimorbidity is likely to be a significant contributor to ill health and inequality in South Africa and yet has been largely overlooked. Purpose: This paper focuses on the findings of a recent large study that highlighted emerging issues - namely (i) the high levels of multimorbidity among three key groups - older adults, women, and the wealthy; (ii) discordant and concordant disease clusters among the multimorbid. Research Design: Narrative. Study Sample and Data Collection: Not applicable. Results: We discuss the implications of each emerging issue for health systems policy and practice. Conclusion: Although key policies are identified, many of these policies are not implemented and are therefore not part of routine practice, leaving much space for improvement.

背景:多重发病可能是南非健康状况不佳和不平等的一个重要因素,但在很大程度上被忽视了。目的:本文重点关注最近一项大型研究的结果,该研究突出了新出现的问题,即:(1)三个关键群体(老年人、女性和富人)的多重发病率较高;(ii)多种疾病之间的不一致和一致的疾病聚集。研究设计:叙述。研究样本和数据收集:不适用。结果:我们讨论了每个新出现的问题对卫生系统政策和实践的影响。结论:虽然确定了关键政策,但其中许多政策没有得到实施,因此不是日常实践的一部分,有很大的改进空间。
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引用次数: 0
The association between physical activity, low-grade inflammation, and labour market attachment among people with multimorbidity: A cross-sectional study from the Lolland-Falster Health Study, Denmark. 多病人群中体力活动、低度炎症和劳动力市场依附之间的关系:丹麦Lolland-Falster健康研究的横断面研究
Pub Date : 2023-01-01 DOI: 10.1177/26335565231195510
Vivian Rueskov Poulsen, Linda Kjær Fischer, Mette Aadahl, Ole Steen Mortensen, Søren T Skou, Lars Bo Jørgensen, Randi Jepsen, Anne Møller, Therese Lockenwitz Petersen, Jan Christian Brønd, Lars Tang, Mette Korshøj

Aim: Evidence suggests low-grade inflammation (LGI) to be associated with multimorbidity. Furthermore, there are links between inflammation markers, physical activity (PA), and labour market participation. The aims of this study were to examine the association between PA and LGI in people with multimorbidity and if this association was moderated by self-reported labour market attachment.

Methods: Cross-sectional data were collected in the Lolland-Falster Health Study (LOFUS) from 2016-2020. We included 1,106 participants with multimorbidity and valid accelerometer data. PA was measured as the average counts per minute (CPM) per day during wake time and split in time spent in moderate to vigorous intensity (MVPA) and light intensity (LPA). Degree of inflammation was determined by high sensitive C-reactive protein (hsCRP) level. Associations were investigated using multiple logistic regression analyses, stratified by labour market attachment.

Results: The odds of having LGI was higher with lower amount of daily LPA. The highest odds of LGI was observed for CPM < 200 per day (odds ratio (OR) 2.55; 95% confidence interval (CI) 1.46-4.43), MVPA < 15 minutes per day (OR 2.97; 95 % CI 1.56-5.62), and LPA < 90 (OR 2.89; 95 % CI 1.43-5.81) with the reference groups being CPM ≥ 400 per day, MVPA ≥ 30, and LPA ≥ 180 min per day, respectively. We could not preclude an interaction between LPA and labour market attachment (p = 0.109).

Conclusion: PA recommendations should be developed with attention to people with chronic diseases, who may experience barriers to reach PA at high intensities. People with no labour market attachment may benefit from primary and secondary prevention of multimorbidity.

目的:证据表明低度炎症(LGI)与多病相关。此外,炎症标志物、身体活动(PA)和劳动力市场参与之间存在联系。本研究的目的是检查多发性疾病患者的PA和LGI之间的关系,以及这种关系是否被自我报告的劳动力市场依恋所调节。方法:收集2016-2020年Lolland-Falster健康研究(LOFUS)的横断面数据。我们纳入了1106名具有多重疾病和有效加速度计数据的参与者。PA以醒时每天平均每分钟计数(CPM)来测量,并按中度至剧烈强度(MVPA)和轻度强度(LPA)的时间划分。采用高敏感c反应蛋白(hsCRP)检测炎症程度。使用多重逻辑回归分析对关联进行调查,并按劳动力市场依恋进行分层。结果:日LPA用量越低,LGI发生率越高。CPM < 200 / d时LGI发生率最高(比值比(OR) 2.55;95%置信区间(CI) 1.46-4.43), MVPA < 15分钟/天(OR 2.97;95% CI 1.56-5.62), LPA < 90 (OR 2.89;95% CI 1.43-5.81),参照组分别为CPM≥400 /天、MVPA≥30、LPA≥180 min /天。我们不能排除LPA和劳动力市场依恋之间的相互作用(p = 0.109)。结论:制定PA建议时应注意慢性病患者,他们在高强度下可能会遇到达到PA的障碍。没有劳动力市场依附关系的人可以从多重疾病的一级和二级预防中受益。
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引用次数: 0
A pilot, randomized, feasibility study to improve health self-management behaviors in older adults with multiple chronic conditions and functional limitations: Protocol for the Behavioral Activation and Occupational Therapy Trial (BA+OT). 一项改善患有多种慢性疾病和功能限制的老年人健康自我管理行为的试点、随机、可行性研究:行为激活和职业治疗试验方案(BA+OT)。
Pub Date : 2023-01-01 DOI: 10.1177/26335565231163037
Tara C Klinedinst, Carrie A Ciro, Darla E Kendzor

Background: Approximately 45% of older adults in the U.S. have 2 or more chronic health conditions (e.g., arthritis, hypertension, diabetes) in addition to functional limitations that prevent performance of health self-management activities. Self-management continues to be the gold standard for managing MCC, but functional limitations create difficulty with these activities (e.g., physical activity, symptom monitoring). Restricted self-management accelerates the downward spiral of disability and accumulating chronic conditions which, in turn, increases rates of institutionalization and death by 5-fold. Currently, there are no tested interventions designed to improve independence in health self-management activities in older adults with MCC and functional limitations. Research suggests that older adults are more likely to change behavior with interventions that assist with planning health-promoting daily activities, especially when contending with complex medical regimens and functional limitations. Our team asserts that combining occupational therapy (OT) and behavioral activation (BA) shows promise to improve health self-management in populations with chronic conditions and/or functional limitations. This innovative combination uses the goal setting, scheduling/monitoring activities, and problem-solving components of the BA approach as well as the environmental modification, activity adaptation, and focus on daily routines from OT practice.

Objectives: We will test the effect of this combined approach in a Stage I, randomized controlled pilot feasibility study compared to enhanced usual care. We will recruit 40 older adults with MCC and functional limitation and randomize 20 to the PI- delivered BA-OT protocol. This research will inform modification and larger-scale testing of this novel intervention.

背景:在美国,大约45%的老年人患有两种或两种以上的慢性健康状况(如关节炎、高血压、糖尿病),此外还有功能限制,无法进行健康自我管理活动。自我管理仍然是管理MCC的黄金标准,但功能限制给这些活动(例如,身体活动、症状监测)带来了困难。受限制的自我管理加速了残疾和慢性疾病的恶性循环,从而使收容率和死亡率增加了5倍。目前,还没有经过测试的干预措施,旨在提高患有MCC和功能限制的老年人健康自我管理活动的独立性。研究表明,老年人更有可能通过帮助规划促进健康的日常活动的干预措施来改变行为,特别是在与复杂的医疗方案和功能限制作斗争时。我们的团队断言,结合职业疗法(OT)和行为激活(BA)有望改善慢性疾病和/或功能限制人群的健康自我管理。这种创新的组合使用了BA方法的目标设定、计划/监控活动和解决问题的组件,以及环境修改、活动适应,并关注OT实践的日常工作。目的:我们将在一项I期随机对照试验可行性研究中检验这种联合方法与强化常规护理的效果。我们将招募40名患有MCC和功能限制的老年人,并随机选择20名接受PI递送的BA-OT方案。这项研究将为这种新的干预措施的修改和更大规模的测试提供信息。
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引用次数: 0
Multimorbidity Burden for Adults Seeking Care in Community Health Centers Living in Different Areas of Social Deprivation 生活在不同社会贫困地区的成年人在社区卫生中心寻求护理的多重疾病负担
Pub Date : 2023-01-01 DOI: 10.1370/afm.21.s1.3977
Katherine D Peak, M. Marino, Steele Valenzuela, Robert W. Voss, Ana R. Quiñones
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引用次数: 0
Classification of long-term condition patterns in rheumatoid arthritis and associations with adverse health events: a UK Biobank cohort study. 类风湿关节炎长期状况模式的分类及其与不良健康事件的关联:英国生物银行队列研究
Pub Date : 2023-01-01 DOI: 10.1177/26335565221148616
Philip McLoone, Bhautesh D Jani, Stefan Siebert, Fraser R Morton, Jordan Canning, Sara Macdonald, Frances S Mair, Barbara I Nicholl

Purpose: We aimed to classify individuals with RA and ≥2 additional long-term conditions (LTCs) and describe the association between different LTC classes, number of LTCs and adverse health outcomes.

Methods: We used UK Biobank participants who reported RA (n=5,625) and employed latent class analysis (LCA) to create classes of LTC combinations for those with ≥2 additional LTCs. Cox-proportional hazard and negative binomial regression were used to compare the risk of all-cause mortality, major adverse cardiac events (MACE), and number of emergency hospitalisations over an 11-year follow-up across the different LTC classes and in those with RA plus one additional LTC. Persons with RA without LTCs were the reference group. Analyses were adjusted for demographic characteristics, smoking, BMI, alcohol consumption and physical activity.

Results: A total of 2,566 (46%) participants reported ≥2 LTCs in addition to RA. This involved 1,138 distinct LTC combinations of which 86% were reported by ≤2 individuals. LCA identified 5 morbidity-classes. The distinctive condition in the class with the highest mortality was cancer (class 5; HR 2.66 95%CI (1.91-3.70)). The highest MACE (HR 2.95 95%CI (2.11-4.14)) and emergency hospitalisations (rate ratio 3.01 (2.56-3.54)) were observed in class 3 which comprised asthma, COPD & CHD. There was an increase in mortality, MACE and emergency hospital admissions within each class as the number of LTCs increased.

Conclusions: The risk of adverse health outcomes in RA varied with different patterns of multimorbidity. The pattern of multimorbidity should be considered in risk assessment and formulating management plans in patients with RA.

目的:我们旨在对RA和≥2个额外长期疾病(LTCs)患者进行分类,并描述不同LTC类别、LTCs数量与不良健康结局之间的关系。方法:我们使用了报告RA的UK Biobank参与者(n=5,625),并采用潜在类别分析(LCA)为那些有≥2个额外LTC的患者创建LTC组合类别。使用Cox-proportional hazard和负二项回归来比较11年随访期间不同LTC类别和RA + 1个额外LTC患者的全因死亡率、主要不良心脏事件(MACE)和急诊住院人数的风险。无LTCs的RA患者为参照组。对人口统计学特征、吸烟、体重指数、饮酒和体育活动进行了调整。结果:共有2566名(46%)参与者报告了除RA外的≥2个LTCs。这涉及1138种不同的LTC组合,其中86%的报告是由≤2个人。LCA确定了5种发病率级别。死亡率最高的类别中最显著的疾病是癌症(第5类;Hr 2.66 95%ci(1.91-3.70))。MACE (HR 2.95 95%CI(2.11-4.14))和急诊住院率(比率比3.01(2.56-3.54))最高的是3级,包括哮喘、慢性阻塞性肺病和冠心病。随着LTCs数量的增加,每个类别的死亡率、MACE和急诊住院率都有所增加。结论:RA的不良健康结局风险随多发病模式的不同而不同。在RA患者的风险评估和制定管理计划时应考虑多发病模式。
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引用次数: 1
Baseline Treatment Burden in People Experiencing Homelessness with a Recent Non-Fatal Overdose: Findings from PHOENIx Trial 最近非致命过量的无家可归者的基线治疗负担:凤凰试验的结果
Pub Date : 2023-01-01 DOI: 10.1370/afm.21.s1.3910
Caitlin Jones, Frances S. Mair, Andrea E. Williamson, D. Eton, R. Lowrie, A. McPherson
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引用次数: 0
Synergistic interactions of obesity with sex, education, and smoking and accumulation of multi-morbidity (MM) across the lifespan. 肥胖与性别、教育和吸烟的协同相互作用以及一生中多重发病(MM)的积累。
Pub Date : 2023-01-01 DOI: 10.1177/26335565231160139
Jennifer L St Sauver, Brandon R Grossardt, Alanna M Chamberlain, Ekta Kapoor, Walter A Rocca

Objectives: Obesity is a potentially modifiable risk factor that has been consistently associated with the development and progression of multi-morbidity (MM). However, obesity may be more problematic for some persons compared to others because of interactions with other risk factors. Therefore, we studied the effect of interactions between patient characteristics and overweight and obesity on the rate of accumulation of MM.

Methods: We studied 4 cohorts of persons ages 20-, 40-, 60-, and 80-years residing in Olmsted County, Minnesota between 2005 and 2014 using the Rochester Epidemiology Project (REP) medical records-linkage system. Body mass index, sex, race, ethnicity, education, and smoking status were extracted from REP indices. The rate of accumulation of MM was calculated as the number of new chronic conditions accumulated per 10 person years through 2017. Poisson rate regression models were used to identify associations between characteristics and rate of MM accumulation. Additive interactions were summarized using relative excess risk due to interaction, attributable proportion of disease, and the synergy index.

Results: Greater than additive synergistic associations were observed between female sex and obesity in the 20- and 40-year cohorts, between low education and obesity in the 20-year cohort (both sexes), and between smoking and obesity in the 40-year cohort (both sexes).

Conclusions: Interventions targeted at women, persons with lower education, and smokers who also have obesity may result in the greatest reduction in the rate of MM accumulation. However, interventions may need to focus on persons prior to mid-life to have the greatest effect.

目的:肥胖是一个潜在的可改变的危险因素,一直与多发病(MM)的发生和进展相关。然而,由于与其他风险因素的相互作用,肥胖对某些人来说可能比其他人更有问题。因此,我们研究了患者特征与超重和肥胖之间的相互作用对mm积累率的影响。方法:我们使用罗切斯特流行病学项目(REP)医疗记录链接系统,研究了2005年至2014年间居住在明尼苏达州奥姆斯特德县的年龄为20岁、40岁、60岁和80岁的4组人群。从REP指数中提取体重指数、性别、种族、民族、教育程度和吸烟状况。MM的累积率是根据截至2017年每10人年累积的新慢性疾病的数量来计算的。泊松率回归模型用于确定性状与MM积累率之间的关系。使用相互作用的相对过量风险、疾病归因比例和协同作用指数来总结加性相互作用。结果:在20岁和40岁的队列中,女性性别与肥胖之间,在20岁队列中(男女),在低教育程度与肥胖之间,在40岁队列中(男女),在吸烟与肥胖之间,观察到大于相加的协同关联。结论:针对女性、受教育程度较低的人以及肥胖的吸烟者的干预措施可能会最大程度地降低MM的积累率。然而,干预措施可能需要把重点放在中年之前的人身上,才能产生最大的效果。
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引用次数: 0
Enhanced Care Planning Study: Patient Needs, Care Plan Topics, and Health-Related Quality of Life 强化护理计划研究:患者需求、护理计划主题和健康相关生活质量
Pub Date : 2023-01-01 DOI: 10.1370/afm.21.s1.4058
Kristen O’Loughlin, Alicia Richards, Roy T. Sabo, J. Hinesley, Jacqueline B. Britz, Paulette Kashiri, Benjamin Webel, A. Huebschmann, A. Krist
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引用次数: 0
期刊
Journal of multimorbidity and comorbidity
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