Department of Biostatistics, School of Public Health, Peking University, No. 38, Xueyuan Road, Beijing 100871, China.
Center for Statistical Science, Peking University, 5 Summer Palace Road, Beijing 100871, China.
Int J Environ Res Public Health. 2022 Aug 15;19(16):10068. doi: 10.3390/ijerph191610068.
Preterm birth (PTB) leads to short-term and long-term adverse effects on newborns. Exposure to fine particulate matter (PM) was positively related to PTB. However, the global annual average PM was three times than the recommended value in 1998-2014. Socio-demographic index (SDI) is a new indicator that comprehensively reflects the overall development level of a country, partly because of "the epidemiological transition". Among other countries with higher and similar SDI levels, policy makers have the opportunity to learn from their successful experiences and avoid their mistakes by identifying whether their burdens of disease are higher or lower than the expected. However, it is unclear about the trends of the burden of PM-related preterm birth in different countries and different levels of SDI regions. Additionally, the relationship between the SDI and the burden in 1990-2019 is also unclear.
This was a retrospective study based on the Global Burden of Disease Study 2019 (GBD2019) database from 1990 to 2019. The burden of PM-related PTB was measured by the age-standardized mortality rate (ASMR), age-standardized disability-adjusted life years rate (ASDR), mortality rate, and the disability-adjusted life years (DALYs). The annual percentage changes (APCs) and the average annual percentage changes (AAPCs) were used to reflect the trends over the past 30 years, which were calculated using a joinpoint model. The relationships between the ASMR, ASDR, and SDI were calculated using a Gaussian process regression.
In 2019, the entire burden of PM-related PTB was relatively high, where the ASMR and the ASDR were 0.76 and 67.71, increasing by 7.04% and 7.12%, respectively. It mainly concentrated on early neonates, boys, and on low-middle SDI regions. The increase in the burden of PM-related PTB in low and low-middle SDI regions is slightly higher than the decrease in other SDI regions. In 2019, the burden varied greatly among different levels of SDI regions where ASMRs varied from 0.13 in high SDI regions to 1.19 in low-middle regions. The relationship between the expected value of the burden of PM-related PTB and SDI presented an inverted U-shape, and it reached the maximum when SDI is around 0.50. The burdens in four regions (South Asia, North Africa and the Middle East, western sub-Saharan Africa, and southern sub-Saharan Africa) were much higher than the mean value. Boys bore more burden that girls. The sex ratio (boys:girls) of the burden showed a dramatically increasing trend in low SDI regions and a decreasing trend in middle SDI regions and high-middle SDI regions. These differences reflect the huge inequality among regions, countries, ages, and sex in the burden of PM-related PTB.
The overall burden of PM-related PTB in 2019 was relatively high, mainly concentrated on early neonates, boys, and on low-middle SDI regions. It showed an increasing trend in low-middle and low SDI regions. The association between the burden and the SDI presented an inverted U-shape. It is very necessary to promulgate policies to prevent and control air pollution in countries with large and increasing exposure to PM pollution because it does not need action at an individual level. Focusing on public educational interventions, public and professional policies, and improving accessibility of prenatal care are other feasible ways for low and low-middle SDI countries. Policy makers should also appropriately allocate medical resources to boys and early newborns.
早产(PTB)会对新生儿造成短期和长期的不良影响。细颗粒物(PM)的暴露与 PTB 呈正相关。然而,全球年平均 PM 浓度在 1998-2014 年期间是建议值的三倍。社会人口指数(SDI)是一个新的指标,它全面反映了一个国家的整体发展水平,部分原因是“流行病学转变”。在其他 SDI 水平较高且相似的国家中,政策制定者有机会通过确定其疾病负担是否高于或低于预期,从他们的成功经验中学习并避免犯错误。然而,目前尚不清楚不同国家和不同 SDI 地区的 PM 相关早产负担的趋势。此外,1990-2019 年 SDI 与负担之间的关系也不清楚。
这是一项基于 1990 年至 2019 年全球疾病负担研究 2019 年(GBD2019)数据库的回顾性研究。PM 相关 PTB 的负担通过年龄标准化死亡率(ASMR)、年龄标准化伤残调整生命年率(ASDR)、死亡率和伤残调整生命年来衡量。使用连接点模型计算年度百分比变化(APCs)和平均年度百分比变化(AAPCs),以反映过去 30 年的趋势。使用高斯过程回归计算 ASMR 和 ASDR 与 SDI 之间的关系。
2019 年,PM 相关 PTB 的整体负担相对较高,ASMR 和 ASDR 分别为 0.76 和 67.71,分别增加了 7.04%和 7.12%。它主要集中在早期新生儿、男孩和中低 SDI 地区。低和中低 SDI 地区 PM 相关 PTB 负担的增加略高于其他 SDI 地区的减少。2019 年,不同 SDI 地区的 PM 相关 PTB 负担差异很大,ASMR 从高 SDI 地区的 0.13 到中低 SDI 地区的 1.19 不等。PM 相关 PTB 负担与 SDI 的预期值之间呈倒 U 形关系,当 SDI 约为 0.50 时达到最大值。四个地区(南亚、北非和中东、撒哈拉以南非洲西部和撒哈拉以南非洲南部)的负担明显高于平均值。男孩承受的负担比女孩多。负担的性别比(男孩:女孩)在低 SDI 地区呈明显上升趋势,在中 SDI 地区和高 SDI 地区呈下降趋势。这些差异反映了 PM 相关 PTB 负担在地区、国家、年龄和性别方面存在巨大的不平等。
2019 年 PM 相关 PTB 的整体负担相对较高,主要集中在早期新生儿、男孩和中低 SDI 地区。它在中低和低 SDI 地区呈上升趋势。负担与 SDI 之间的关联呈倒 U 形。在 PM 污染暴露量大且不断增加的国家,非常有必要制定预防和控制空气污染的政策,因为这不需要在个人层面采取行动。关注公共教育干预、公共和专业政策以及改善产前保健的可及性是中低和低 SDI 国家的其他可行方法。政策制定者还应适当为男孩和早期新生儿分配医疗资源。