Sánchez-Valle Jon, Correia Rion Brattig, Camacho-Artacho Marta, Lepore Rosalba, Mattos Mauro M, Rocha Luis M, Valencia Alfonso
Life Sciences Department, Barcelona Supercomputing Center, Barcelona, 08034, Spain.
Instituto Gulbenkian de Ciência, Street, Oeiras, 2780-156, Portugal.
medRxiv. 2023 Feb 8:2023.02.06.23285566. doi: 10.1101/2023.02.06.23285566.
The co-administration of drugs known to interact has a high impact on morbidity, mortality, and health economics. We study the drug-drug interaction (DDI) phenomenon by analyzing drug administrations from population-wide Electronic Health Records (EHR) in Blumenau (Brazil), Catalonia (Spain), and Indianapolis (USA). Despite very different health care systems and drug availability, we find a common large risk of DDI administration that affected 13 to 20% of patients in these populations. In addition, the increasing risk of DDI as patients age is very similar across all three populations but is not explained solely by higher co-administration rates in the elderly. We also find that women are at higher risk of DDI overall- except for men over 50 years old in Indianapolis. Finally, we show that PPI alternatives to Omeprazole can reduce the number of patients affected by known DDIs by up to 21% in both Blumenau and Catalonia, and 2% in Indianapolis, exemplifying how analysis of EHR data can lead to a significant reduction of DDI and its associated human and economic costs. Although the risk of DDIs increases with age, administration patterns point to a complex phenomenon that cannot be solely explained by polypharmacy and multimorbidity. The lack of safer drug alternatives, particularly for chronic conditions, further overburdens health systems, thus highlighting the need for disruptive drug research.
已知存在相互作用的药物联合使用对发病率、死亡率和卫生经济学有重大影响。我们通过分析巴西布卢梅瑙、西班牙加泰罗尼亚和美国印第安纳波利斯的全人群电子健康记录(EHR)中的药物使用情况,研究药物相互作用(DDI)现象。尽管医疗保健系统和药物供应情况差异很大,但我们发现DDI联合使用存在一个共同的高风险,影响了这些人群中13%至20%的患者。此外,随着患者年龄增长,DDI风险增加在所有三个人群中非常相似,但不能仅用老年人中更高的联合用药率来解释。我们还发现,总体而言女性发生DDI的风险更高——印第安纳波利斯50岁以上男性除外。最后,我们表明,在布卢梅瑙和加泰罗尼亚,奥美拉唑的质子泵抑制剂(PPI)替代药物可将受已知DDI影响的患者数量减少多达21%,在印第安纳波利斯减少2%,这例证了对EHR数据的分析如何能够显著降低DDI及其相关的人力和经济成本。尽管DDI的风险随着年龄增长而增加,但用药模式表明这是一个复杂的现象,不能仅用多药合用和多种疾病来解释。缺乏更安全的药物替代品,尤其是针对慢性病的替代品,进一步加重了卫生系统的负担,因此凸显了进行突破性药物研究的必要性。