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2019年冠状病毒病大流行早期之前及期间丙型肝炎药物获取情况的全球差异:基于自回归积分滑动平均模型的中断时间序列分析

Global disparities in access to hepatitis C medicines before and during the early phase of the COVID-19 pandemic: an ARIMA-based interrupted time series analysis.

作者信息

Nisingizwe Marie Paul, Tadrous Mina, Janjua Naveed Z, Bansback Nick, Hedt-Gauthier Bethany, Suda Katie J, Law Michael R

机构信息

Centre for Health Services and Policy Research, The University of British Columbia, Vancouver, British Columbia, Canada.

School of Population and Public Health, Faculty of Medicine, The University of British Columbia, Vancouver, British Columbia, Canada.

出版信息

BMJ Public Health. 2025 Jun 25;3(1):e001340. doi: 10.1136/bmjph-2024-001340. eCollection 2025.

DOI:10.1136/bmjph-2024-001340
PMID:40575067
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12198804/
Abstract

BACKGROUND

The introduction of direct-acting antivirals (DAAs) has allowed countries to reduce the health and economic burden of hepatitis C virus (HCV). However, access to DAAs remains expensive and limited in many countries globally due to wide disparities in HCV drug pricing. We assessed how global use of HCV drugs has changed over time and the effect that COVID-19 might have had on DAA utilisation.

METHODS

We assessed longitudinal changes in DAA sales by country income group, geographical region and drug type. We also conducted an interrupted time series analysis to assess COVID-19-related changes in the trend of DAA units sold globally. Our analysis used DAA sales data from the IQVIA multinational integrated data analysis database of 52 countries and two regions and HCV prevalence data from Polaris from 2014 to 2020. Our primary outcome was the monthly rate of DAAs sold per 100 000 people living with HCV per country, country income group and geographic region. We then compared the pre-post change in DAA units by drug type and country income group. We fitted autoregressive moving average models with a ramp function to assess the impact of COVID-19 on monthly DAA units sold.

RESULTS

Across all countries, from August 2014 to August 2020, a monthly average of 44 219 DAA units per 100 000 HCV cases was sold. High-income countries purchased more units than other groups. In terms of geographic location, North America (124 144 per 100 000 HCV cases) and Europe (81 001 per 100 000 HCV cases) had the highest DAA sales over time; the newer generation of combination DAAs was mainly used in high-income countries. In contrast, first-generation and second-generation DAAs were the predominant types of DAAs sold in lower middle-income countries (LMICs). The pre-post analysis showed a 23% (p<0.001) average decrease in global sales of DAAs during the first phase of COVID-19. The decrease in LMICs (69%, p<0.001) was approximately double that of high-income countries (33%, p<0.001), while upper middle-income countries (UMICs) had a 34% (p<0.001) increase in DAA sales. The pandemic was associated with an immediate and sustained decrease of 9263 units per month (95% CI -14 668 to -3857.46) in high-income countries, a 73.14 (-850.96 to 997.24) unit increase in UMICs and a 742.58 (95% CI -5505.91 to 4020.75) unit decrease in LMICs.

CONCLUSION

Our study showed uneven access to DAAs globally, with higher prevalence-adjusted utilisation in high-income countries compared with lower-income countries. Our study also found that the COVID-19 pandemic has significantly decreased DAA sales in many countries. To counter these trends, additional strategies, such as price reductions, increased competition among manufacturers and licensing agreements, may help to improve access and utilisation of DAAs globally.

摘要

背景

直接抗病毒药物(DAAs)的引入使各国能够减轻丙型肝炎病毒(HCV)带来的健康和经济负担。然而,由于HCV药物定价存在巨大差异,在全球许多国家,获取DAAs的成本仍然高昂且受限。我们评估了全球HCV药物的使用情况随时间的变化以及新冠疫情可能对DAAs使用产生的影响。

方法

我们评估了按国家收入组、地理区域和药物类型划分的DAAs销售的纵向变化。我们还进行了中断时间序列分析,以评估全球DAAs销售趋势中与新冠疫情相关的变化。我们的分析使用了来自52个国家和两个地区的艾昆纬跨国综合数据分析数据库的DAAs销售数据,以及2014年至2020年北极星数据库的HCV流行率数据。我们的主要结果是每个国家、国家收入组和地理区域每10万例HCV感染者每月的DAAs销售量。然后,我们比较了按药物类型和国家收入组划分的DAAs销售前后的变化。我们采用带有斜坡函数的自回归移动平均模型来评估新冠疫情对每月DAAs销售量的影响。

结果

在所有国家中,从2014年8月到2020年8月,每10万例HCV病例每月平均销售442,19个DAAs单位。高收入国家购买的单位数量多于其他组。就地理位置而言,北美(每10万例HCV病例为124,144个)和欧洲(每10万例HCV病例为81,001个)随着时间推移的DAAs销售量最高;新一代复方DAAs主要用于高收入国家。相比之下,第一代和第二代DAAs是中低收入国家(LMICs)销售的主要DAAs类型。前后分析显示,在新冠疫情的第一阶段,全球DAAs销售额平均下降了23%(p<0.001)。中低收入国家的下降幅度(69%,p<0.001)约为高收入国家(33%,p<0.001)的两倍,而上中等收入国家(UMICs)的DAAs销售额增长了34%(p<0.001)。疫情导致高收入国家每月立即且持续减少926个单位(95%置信区间为-14,668至-3,857.46),上中等收入国家增加73.14个单位(-850.96至997.24),中低收入国家减少742.58个单位(95%置信区间为-5,505.91至4,020.75)。

结论

我们的研究表明全球获取DAAs的情况不均衡,与低收入国家相比,高收入国家经患病率调整后的使用率更高。我们的研究还发现,新冠疫情使许多国家的DAAs销售额大幅下降。为应对这些趋势,额外的策略,如降价、增加制造商之间的竞争和许可协议,可能有助于提高全球对DAAs的获取和使用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66f1/12198804/e4ea592f41af/bmjph-3-1-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66f1/12198804/a3de3cc0dd06/bmjph-3-1-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66f1/12198804/3ad1f6f3c1e2/bmjph-3-1-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66f1/12198804/4bd79edd148e/bmjph-3-1-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66f1/12198804/e4ea592f41af/bmjph-3-1-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66f1/12198804/a3de3cc0dd06/bmjph-3-1-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66f1/12198804/3ad1f6f3c1e2/bmjph-3-1-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66f1/12198804/4bd79edd148e/bmjph-3-1-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66f1/12198804/e4ea592f41af/bmjph-3-1-g004.jpg

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