Trends in weight gain recorded in English primary care before and during the Coronavirus-19 pandemic: An observational cohort study using the OpenSAFELY platform.

IF 15.8 1区 医学 Q1 Medicine PLoS Medicine Pub Date : 2024-06-24 eCollection Date: 2024-06-01 DOI:10.1371/journal.pmed.1004398
Miriam Samuel, Robin Y Park, Sophie V Eastwood, Fabiola Eto, Caroline E Morton, Daniel Stow, Sebastian Bacon, Amir Mehrkar, Jessica Morley, Iain Dillingham, Peter Inglesby, William J Hulme, Kamlesh Khunti, Rohini Mathur, Jonathan Valabhji, Brian MacKenna, Sarah Finer
{"title":"Trends in weight gain recorded in English primary care before and during the Coronavirus-19 pandemic: An observational cohort study using the OpenSAFELY platform.","authors":"Miriam Samuel, Robin Y Park, Sophie V Eastwood, Fabiola Eto, Caroline E Morton, Daniel Stow, Sebastian Bacon, Amir Mehrkar, Jessica Morley, Iain Dillingham, Peter Inglesby, William J Hulme, Kamlesh Khunti, Rohini Mathur, Jonathan Valabhji, Brian MacKenna, Sarah Finer","doi":"10.1371/journal.pmed.1004398","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Obesity and rapid weight gain are established risk factors for noncommunicable diseases and have emerged as independent risk factors for severe disease following Coronavirus Disease 2019 (COVID-19) infection. Restrictions imposed to reduce COVID-19 transmission resulted in profound societal changes that impacted many health behaviours, including physical activity and nutrition, associated with rate of weight gain. We investigated which clinical and sociodemographic characteristics were associated with rapid weight gain and the greatest acceleration in rate of weight gain during the pandemic among adults registered with an English National Health Service (NHS) general practitioner (GP) during the COVID-19 pandemic.</p><p><strong>Methods and findings: </strong>With the approval of NHS England, we used the OpenSAFELY platform inside TPP to conduct an observational cohort study of routinely collected electronic healthcare records. We investigated changes in body mass index (BMI) values recorded in English primary care between March 2015 and March 2022. We extracted data on 17,742,365 adults aged 18 to 90 years old (50.1% female, 76.1% white British) registered with an English primary care practice. We estimated individual rates of weight gain before (δ-prepandemic) and during (δ-pandemic) the pandemic and identified individuals with rapid weight gain (>0.5 kg/m2/year) in each period. We also estimated the change in rate of weight gain between the prepandemic and pandemic period (δ-change = δ-pandemic-δ-prepandemic) and defined extreme accelerators as the 10% of individuals with the greatest increase in their rate of weight gain (δ-change ≥1.84 kg/m2/year) between these periods. We estimated associations with these outcomes using multivariable logistic regression adjusted for age, sex, index of multiple deprivation (IMD), and ethnicity. P-values were generated in regression models. The median BMI of our study population was 27.8 kg/m2, interquartile range (IQR) [24.3, 32.1] in 2019 (March 2019 to February 2020) and 28.0 kg/m2, IQR [24.4, 32.6] in 2021. Rapid pandemic weight gain was associated with sex, age, and IMD. Male sex (male versus female: adjusted odds ratio (aOR) 0.76, 95% confidence interval (95% CI) [0.76, 0.76], p < 0.001), older age (e.g., 50 to 59 years versus 18 to 29 years: aOR 0.60, 95% CI [0.60, 0.61], p < 0.001]); and living in less deprived areas (least-deprived-IMD-quintile versus most-deprived: aOR 0.77, 95% CI [0.77, 0.78] p < 0.001) reduced the odds of rapid weight gain. Compared to white British individuals, all other ethnicities had lower odds of rapid pandemic weight gain (e.g., Indian versus white British: aOR 0.69, 95% CI [0.68, 0.70], p < 0.001). Long-term conditions (LTCs) increased the odds, with mental health conditions having the greatest effect (e.g., depression (aOR 1.18, 95% CI [1.17, 1.18], p < 0.001)). Similar characteristics increased odds of extreme acceleration in the rate of weight gain between the prepandemic and pandemic periods. However, changes in healthcare activity during the pandemic may have introduced new bias to the data.</p><p><strong>Conclusions: </strong>We found female sex, younger age, deprivation, white British ethnicity, and mental health conditions were associated with rapid pandemic weight gain and extreme acceleration in rate of weight gain between the prepandemic and pandemic periods. Our findings highlight the need to incorporate sociodemographic, physical, and mental health characteristics when formulating research, policies, and interventions targeting BMI in the period of post pandemic service restoration and in future pandemic planning.</p>","PeriodicalId":49008,"journal":{"name":"PLoS Medicine","volume":"21 6","pages":"e1004398"},"PeriodicalIF":15.8000,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11249215/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"PLoS Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1371/journal.pmed.1004398","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/6/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Obesity and rapid weight gain are established risk factors for noncommunicable diseases and have emerged as independent risk factors for severe disease following Coronavirus Disease 2019 (COVID-19) infection. Restrictions imposed to reduce COVID-19 transmission resulted in profound societal changes that impacted many health behaviours, including physical activity and nutrition, associated with rate of weight gain. We investigated which clinical and sociodemographic characteristics were associated with rapid weight gain and the greatest acceleration in rate of weight gain during the pandemic among adults registered with an English National Health Service (NHS) general practitioner (GP) during the COVID-19 pandemic.

Methods and findings: With the approval of NHS England, we used the OpenSAFELY platform inside TPP to conduct an observational cohort study of routinely collected electronic healthcare records. We investigated changes in body mass index (BMI) values recorded in English primary care between March 2015 and March 2022. We extracted data on 17,742,365 adults aged 18 to 90 years old (50.1% female, 76.1% white British) registered with an English primary care practice. We estimated individual rates of weight gain before (δ-prepandemic) and during (δ-pandemic) the pandemic and identified individuals with rapid weight gain (>0.5 kg/m2/year) in each period. We also estimated the change in rate of weight gain between the prepandemic and pandemic period (δ-change = δ-pandemic-δ-prepandemic) and defined extreme accelerators as the 10% of individuals with the greatest increase in their rate of weight gain (δ-change ≥1.84 kg/m2/year) between these periods. We estimated associations with these outcomes using multivariable logistic regression adjusted for age, sex, index of multiple deprivation (IMD), and ethnicity. P-values were generated in regression models. The median BMI of our study population was 27.8 kg/m2, interquartile range (IQR) [24.3, 32.1] in 2019 (March 2019 to February 2020) and 28.0 kg/m2, IQR [24.4, 32.6] in 2021. Rapid pandemic weight gain was associated with sex, age, and IMD. Male sex (male versus female: adjusted odds ratio (aOR) 0.76, 95% confidence interval (95% CI) [0.76, 0.76], p < 0.001), older age (e.g., 50 to 59 years versus 18 to 29 years: aOR 0.60, 95% CI [0.60, 0.61], p < 0.001]); and living in less deprived areas (least-deprived-IMD-quintile versus most-deprived: aOR 0.77, 95% CI [0.77, 0.78] p < 0.001) reduced the odds of rapid weight gain. Compared to white British individuals, all other ethnicities had lower odds of rapid pandemic weight gain (e.g., Indian versus white British: aOR 0.69, 95% CI [0.68, 0.70], p < 0.001). Long-term conditions (LTCs) increased the odds, with mental health conditions having the greatest effect (e.g., depression (aOR 1.18, 95% CI [1.17, 1.18], p < 0.001)). Similar characteristics increased odds of extreme acceleration in the rate of weight gain between the prepandemic and pandemic periods. However, changes in healthcare activity during the pandemic may have introduced new bias to the data.

Conclusions: We found female sex, younger age, deprivation, white British ethnicity, and mental health conditions were associated with rapid pandemic weight gain and extreme acceleration in rate of weight gain between the prepandemic and pandemic periods. Our findings highlight the need to incorporate sociodemographic, physical, and mental health characteristics when formulating research, policies, and interventions targeting BMI in the period of post pandemic service restoration and in future pandemic planning.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
在冠状病毒-19 大流行之前和期间,英国初级保健记录的体重增加趋势:使用 OpenSAFELY 平台进行的观察性队列研究。
背景:肥胖和体重快速增长是非传染性疾病的既定风险因素,也是感染冠状病毒病 2019(COVID-19)后导致严重疾病的独立风险因素。为减少 COVID-19 传播而实施的限制措施导致了深刻的社会变化,影响了许多与体重增加速度相关的健康行为,包括体育锻炼和营养。我们调查了在 COVID-19 大流行期间,在英国国民健康服务系统(NHS)全科医生处登记的成年人中,哪些临床和社会人口特征与体重快速增长和体重增长速度最大有关:经英格兰国家医疗服务系统(NHS)批准,我们使用 TPP 内的 OpenSAFELY 平台对常规收集的电子医疗记录进行了观察性队列研究。我们调查了 2015 年 3 月至 2022 年 3 月期间英国初级医疗记录中身体质量指数 (BMI) 值的变化。我们提取了在英国初级医疗机构注册的 17742365 名 18 至 90 岁成年人(50.1% 为女性,76.1% 为英国白人)的数据。我们估算了大流行前(δ-大流行前)和大流行期间(δ-大流行期间)的个人体重增加率,并确定了每个时期体重增加过快(>0.5 kg/m2/年)的个人。我们还估算了大流行前和大流行期间体重增加率的变化(δ-变化 = δ-大流行-δ-大流行前),并将极端加速者定义为在这两个时期之间体重增加率增幅最大(δ-变化≥1.84 kg/m2/年)的 10%的个体。我们使用多变量逻辑回归法估计了这些结果与年龄、性别、多重贫困指数(IMD)和种族的关系。回归模型中产生了 P 值。我们研究人群的体重指数中位数在 2019 年(2019 年 3 月至 2020 年 2 月)为 27.8 kg/m2,四分位数间距 (IQR) [24.3, 32.1];在 2021 年为 28.0 kg/m2,IQR [24.4, 32.6]。大流行期间体重快速增长与性别、年龄和 IMD 有关。0.60,95% 置信区间 [0.60,0.61],p <0.001]);生活在较贫困地区(最不贫困五分位数与最贫困五分位数:aOR 0.77,95% 置信区间 [0.77,0.78],p <0.001)会降低体重快速增加的几率。与英国白人相比,所有其他种族的人体重快速增长的几率较低(例如,印度人与英国白人相比:aOR 0.69,95% CI [0.68,0.70],p <0.001)。长期病症(LTCs)会增加几率,其中精神健康状况的影响最大(如抑郁症(aOR 1.18,95% CI [1.17,1.18],p < 0.001))。类似的特征增加了大流行前和大流行期间体重增加速度极度加快的几率。然而,大流行期间医疗保健活动的变化可能会给数据带来新的偏差:我们发现,女性性别、年轻、贫困、英国白人种族和精神健康状况与大流行前和大流行期间体重迅速增加和体重增加速度极度加快有关。我们的研究结果突出表明,在大流行后服务恢复期和未来大流行规划中,在制定针对体重指数的研究、政策和干预措施时,有必要纳入社会人口、身体和心理健康特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
PLoS Medicine
PLoS Medicine MEDICINE, GENERAL & INTERNAL-
CiteScore
17.60
自引率
0.60%
发文量
227
审稿时长
4-8 weeks
期刊介绍: PLOS Medicine is a prominent platform for discussing and researching global health challenges. The journal covers a wide range of topics, including biomedical, environmental, social, and political factors affecting health. It prioritizes articles that contribute to clinical practice, health policy, or a better understanding of pathophysiology, ultimately aiming to improve health outcomes across different settings. The journal is unwavering in its commitment to uphold the highest ethical standards in medical publishing. This includes actively managing and disclosing any conflicts of interest related to reporting, reviewing, and publishing. PLOS Medicine promotes transparency in the entire review and publication process. The journal also encourages data sharing and encourages the reuse of published work. Additionally, authors retain copyright for their work, and the publication is made accessible through Open Access with no restrictions on availability and dissemination. PLOS Medicine takes measures to avoid conflicts of interest associated with advertising drugs and medical devices or engaging in the exclusive sale of reprints.
期刊最新文献
Long-term cognitive effects of menopausal hormone therapy: Findings from the KEEPS Continuation Study. Economic, cultural, and social inequalities in potentially inappropriate medication: A nationwide survey- and register-based study in Denmark. The critical need for a robust research agenda on ultra-processed food consumption and cancer risk. The NOVA system can be used to address harmful foods and harmful food systems. Identification and outcomes of acute kidney disease in patients presenting in Bolivia, Brazil, South Africa, and Nepal.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1