高血压性心脏病负担最重、主动脉瘤逆势上升:GBD数据分析中国归因于水果摄入不足的疾病负担及精准营养对策OA
Hypertensive heart disease imposes the heaviest burden and aortic aneurysm rises against the trend:GBD data analysis of disease burden attributable to insufficient fruit intake in China and precision nutrition countermeasures
目的 水果摄入不足是诱发心血管疾病、代谢性疾病等多种慢性病的重要饮食危险因素.本研究拟分析1990-2023年中国归因于水果摄入不足的各类疾病负担及变化趋势,结合居民膳食结构与社会经济特征识别重点干预人群,以期为精准营养政策提供依据.方法 采用横断面研究设计方案,基于GBD 2023数据库,收集归因于水果摄入不足的死亡与伤残调整寿命年(disability-adjusted life years,DALY s)数据.采用J oinpoint回归计算平均年度变化百分比(average annual percent change,AAPC)及其95%CI.采用人群归因分值(population attributable fraction,PAF)法量化水果摄入不足对9类疾病的贡献.以PAF最高的高血压性心脏病为代表进行分年龄归因分析,并运用贝叶斯年龄-时期-队列(Bayesian age-period-cohort,BAPC)模型预测 2023-2033年疾病负担趋势.结果 1990-2023年,除主动脉瘤外,其余归因于水果摄入不足疾病的年龄标准化死亡率(age-standardized mortality rate,ASMR)与年龄标准化伤残调整寿命年率(age-standardized disability-adjusted life-year rate,ASDR)均显著下降(P<0.05),其中结核病降幅最大(ASMR:AAPC=-8.50%,95%CI:-8.58%~-8.39%;ASDR:AAPC=-8.08%,95%CI:-8.16%~-7.99%).主动脉瘤是唯一呈上升趋势的疾病(ASMR:AAPC=0.56%,95%CI:0.45%~0.67%;ASDR:AAPC=0.77%,95%CI:0.67%~0.88%,P<0.05).Joinpoint 分析显示,多数疾病在2017-2020年快速下降,但2020-2023年普遍小幅回升.高血压性心脏病负担最重,其死亡与DALYs的人群归因分值居首位,呈下降趋势但显现年轻化态势(死亡归因比例从38.15%降至28.79%,DALYs归因比例从39.77%降至30.27%).BAPC模型预测2023-2033年其ASMR与ASDR将持续下降[ASMR从7.57/10万(95%PI:7.52~7.62)降至5.81/10万(95%PI:0.06~11.57),下降23.25%;ASDR从 133.31/10 万(95%PI:133.10~133.52)降至 110.06/10 万(95%PI:12.11~208.01),下降 17.44%].结论 多数疾病负担显著下降,显示营养干预政策成效,但2020-2023年的趋势拐点揭示重大公共卫生事件期间居民营养保障仍存薄弱环节.男性和高血压性心脏病患者负担较重,需在膳食干预中重点关注.对策 在基层卫生服务中,可将"水果摄入筛查与指导"纳入常规健康管理,为居民提供个性化膳食方案,重点引导年轻人形成"足量、多样"的水果消费习惯.同时,建议政府建立基本营养应急保障预案,确保在重大公共卫生事件期间居民的水果可及性与膳食支持.
Objective Insufficient fruit intake is an important dietary risk factor for various chronic diseases such as cardiovascular diseases and metabolic disorders.This study aims to analyze the disease burden attributable to insufficient fruit intake in China from 1990 to 2023 and its changing trends,and to identify priority intervention populations by combining the dietary structure and socioeconomic characteristics of residents,so as to provide evidence for precision nutrition policies.Methods A cross-sectional design was adopted in this study.Based on the GBD 2023 database,the data on mortality and disability-adjusted life years(DALYs)attributable to inadequate fruit intake in China were collected.Joinpoint regression was used to calculate the average annual percent change(AAPC)and its 95%confidence interval(CI).The population attributable fraction(PAF)method was employed to quantify the contribution of inadequate fruit intake to 9 categories of diseases.Age-stratified attributable analysis was performed for hypertensive heart disease,which had the highest PAF,and the Bayesian age-period-cohort(BAPC)model was used to predict disease burden trends from 2023 to 2033.Results From 1990 to 2023,except aortic aneurysm decreased significantly,the age-standardized mortality rate(ASMR)and age-standardized disability-adjusted life-year rate(ASDR)for diseases attributable to inadequate fruit intake significantly decreased(P<0.05).Tuberculosis showed the largest decline(ASMR:AAPC=-8.50%,95%CI:-8.58%to-8.39%;ASDR:AAPC=-8.08%,95%CI:-8.16%to-7.99%).Aortic aneurysm was the only disease showing an upward trend ASMR:AAPC=0.56%,95%CI:0.45%to 0.67%;ASDR:AAPC=0.77%,95%CI:0.67%to 0.88%;P<0.05).Joinpoint analysis revealed that most diseases declined rapidly from 2017 to 2020 but generally rebounded slightly from 2020 to 2023.Hypertensive heart disease imposed the heaviest burden,with its PAF for deaths and DALYs ranking first,showing a downward trend but with a younger-age tendency(attributable proportion of deaths decreased from 38.15%to 28.79%,and attributable proportion of DALYs decreased from 39.77%to 30.27%).The BAPC model predicted that its ASMR and ASDR would continue to decline from 2023 to 2033[ASMR decreasing from 7.57/100 000(95%PI:7.52 to 7.62)to 5.81/100 000(95%PI:0.06 to 11.57),a decrease of 23.25%;ASDR decreasing from 133.31/100 000(95%PI:133.10 to 133.52)to 110.06/100 000(95%PI:12.11 to 208.01),a decrease of 17.44%].Conclusion The burden of most diseases has significantly decreased,indicating the effectiveness of nutrition intervention policies.However,the trend turning point from 2020 to 2023 reveals remaining weak links in residents' nutrition security during major public health events.Males and patients with hypertensive heart disease bear a heavier burden and require focused attention in dietary interventions.Countermeasures In primary health services,"fruit intake screening and guidance"can be incorporated into routine health management to provide personalized dietary plans for residents,with emphasis on guiding young people to develop fruit consumption habits of"adequate quantity and diversity".Meanwhile,it is recommended that the government establish a basic nutrition emergency security plan to ensure fruit accessibility and dietary support for residents during major public health events.
姜欣彤;张滢;游云开;陈冠名;王萍玉
山东医药大学公共卫生学院,山东烟台山东医药大学公共卫生学院,山东烟台山东医药大学公共卫生学院,山东烟台山东医药大学公共卫生学院,山东烟台山东医药大学公共卫生学院,山东烟台
医药卫生
水果摄入不足全球疾病负担高血压性心脏病人群归因分值死亡率
insufficient fruit intakeGlobal Burden of Diseasehypertensive heart diseasepopulation attributable fractionmortality rate
《陆军军医大学学报》 2026 (11)
1597-1606,10
国家自然科学基金面上项目(81772281)山东省自然科学基金青年面上专项(ZR2024MH228)烟台市科技创新发展计划(2024JCYJ058) Supported by the General Program of National Natural Science Foundation of China(81772281),the General Special Project of Natural Science Foundation for Young Scholars of Shandong Province(ZR2024MH228),and the Project of Science and Technology Innovation Development Plan of Yantai(2024JCYJ058).
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