Lama Ghazi, Xinyuan Chen, Michael O Harhay, Liangyuan Hu, Aditya Biswas, Aldo J Peixoto, Fan Li, F Perry Wilson
{"title":"住院期间严重血压升高静脉注射降压药后急性肾损伤发生率的治疗效果异质性","authors":"Lama Ghazi, Xinyuan Chen, Michael O Harhay, Liangyuan Hu, Aditya Biswas, Aldo J Peixoto, Fan Li, F Perry Wilson","doi":"10.1053/j.ajkd.2024.09.011","DOIUrl":null,"url":null,"abstract":"<p><strong>Rationale & objective: </strong>Severe hypertension (sHTN) that develops after hospital admission is prevalent in 10% of patients admitted for reasons other than HTN. sHTN is commonly treated with intravenous (IV) antihypertensives and is associated with a greater risk of acute kidney injury (AKI). Our goal was to explore whether there is heterogeneity in IV antihypertensives' effect on AKI incidence among patients who develop sHTN during hospitalization.</p><p><strong>Study design: </strong>Heterogeneity of treatment effect analysis.</p><p><strong>Settings & participants: </strong>Patients who developed sHTN, systolic blood pressure (BP) >180, or diastolic BP >110 mmHg during hospitalization and did not have kidney failure.</p><p><strong>Exposure: </strong>Treatment with IV antihypertensives within 3 hours of BP elevation.</p><p><strong>Outcome: </strong>Time to develop AKI.</p><p><strong>Analytical approach: </strong>An accelerated failure time Bayesian Additive Regression Trees (BART) model to capture the association between the time to develop AKI and predictors. Individual treatment effects estimated for each participant using a counterfactual outcome framework and these estimates were used to identify patient characteristics associated with treatment effect heterogeneity in response to IV antihypertensives.</p><p><strong>Results: </strong>We included 11,951 patients who developed sHTN, 741 were treated with IV antihypertensives, and 11,210 were not, of which 18% and 13% developed AKI, respectively. Most patients would have been harmed from IV antihypertensive treatment except for a small subset of 317 patients who were White, had an SBP on admission ≥156 mmHg, an eGFR ≥70.7 ml/min/1.73m<sup>2</sup>, and a serum bicarbonate <21.7 mmol/L.</p><p><strong>Limitations: </strong>Data-driven, hypothesis-generating approach. Findings were not validated with external data sources.</p><p><strong>Conclusion: </strong>These exploratory findings suggest that most patients who develop sHTN will not benefit from IV antihypertensive treatment. Future studies should assess for heterogeneity when identifying treatment options, if any are needed, for sHTN.</p>","PeriodicalId":7419,"journal":{"name":"American Journal of Kidney Diseases","volume":" ","pages":""},"PeriodicalIF":9.4000,"publicationDate":"2024-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Treatment Effect Heterogeneity in Acute Kidney Injury Incidence Following Intravenous Antihypertensive Administration for Severe Blood Pressure Elevation During Hospitalization.\",\"authors\":\"Lama Ghazi, Xinyuan Chen, Michael O Harhay, Liangyuan Hu, Aditya Biswas, Aldo J Peixoto, Fan Li, F Perry Wilson\",\"doi\":\"10.1053/j.ajkd.2024.09.011\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Rationale & objective: </strong>Severe hypertension (sHTN) that develops after hospital admission is prevalent in 10% of patients admitted for reasons other than HTN. sHTN is commonly treated with intravenous (IV) antihypertensives and is associated with a greater risk of acute kidney injury (AKI). Our goal was to explore whether there is heterogeneity in IV antihypertensives' effect on AKI incidence among patients who develop sHTN during hospitalization.</p><p><strong>Study design: </strong>Heterogeneity of treatment effect analysis.</p><p><strong>Settings & participants: </strong>Patients who developed sHTN, systolic blood pressure (BP) >180, or diastolic BP >110 mmHg during hospitalization and did not have kidney failure.</p><p><strong>Exposure: </strong>Treatment with IV antihypertensives within 3 hours of BP elevation.</p><p><strong>Outcome: </strong>Time to develop AKI.</p><p><strong>Analytical approach: </strong>An accelerated failure time Bayesian Additive Regression Trees (BART) model to capture the association between the time to develop AKI and predictors. Individual treatment effects estimated for each participant using a counterfactual outcome framework and these estimates were used to identify patient characteristics associated with treatment effect heterogeneity in response to IV antihypertensives.</p><p><strong>Results: </strong>We included 11,951 patients who developed sHTN, 741 were treated with IV antihypertensives, and 11,210 were not, of which 18% and 13% developed AKI, respectively. Most patients would have been harmed from IV antihypertensive treatment except for a small subset of 317 patients who were White, had an SBP on admission ≥156 mmHg, an eGFR ≥70.7 ml/min/1.73m<sup>2</sup>, and a serum bicarbonate <21.7 mmol/L.</p><p><strong>Limitations: </strong>Data-driven, hypothesis-generating approach. Findings were not validated with external data sources.</p><p><strong>Conclusion: </strong>These exploratory findings suggest that most patients who develop sHTN will not benefit from IV antihypertensive treatment. Future studies should assess for heterogeneity when identifying treatment options, if any are needed, for sHTN.</p>\",\"PeriodicalId\":7419,\"journal\":{\"name\":\"American Journal of Kidney Diseases\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":9.4000,\"publicationDate\":\"2024-11-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"American Journal of Kidney Diseases\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1053/j.ajkd.2024.09.011\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"UROLOGY & NEPHROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"American Journal of Kidney Diseases","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1053/j.ajkd.2024.09.011","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"UROLOGY & NEPHROLOGY","Score":null,"Total":0}
Treatment Effect Heterogeneity in Acute Kidney Injury Incidence Following Intravenous Antihypertensive Administration for Severe Blood Pressure Elevation During Hospitalization.
Rationale & objective: Severe hypertension (sHTN) that develops after hospital admission is prevalent in 10% of patients admitted for reasons other than HTN. sHTN is commonly treated with intravenous (IV) antihypertensives and is associated with a greater risk of acute kidney injury (AKI). Our goal was to explore whether there is heterogeneity in IV antihypertensives' effect on AKI incidence among patients who develop sHTN during hospitalization.
Study design: Heterogeneity of treatment effect analysis.
Settings & participants: Patients who developed sHTN, systolic blood pressure (BP) >180, or diastolic BP >110 mmHg during hospitalization and did not have kidney failure.
Exposure: Treatment with IV antihypertensives within 3 hours of BP elevation.
Outcome: Time to develop AKI.
Analytical approach: An accelerated failure time Bayesian Additive Regression Trees (BART) model to capture the association between the time to develop AKI and predictors. Individual treatment effects estimated for each participant using a counterfactual outcome framework and these estimates were used to identify patient characteristics associated with treatment effect heterogeneity in response to IV antihypertensives.
Results: We included 11,951 patients who developed sHTN, 741 were treated with IV antihypertensives, and 11,210 were not, of which 18% and 13% developed AKI, respectively. Most patients would have been harmed from IV antihypertensive treatment except for a small subset of 317 patients who were White, had an SBP on admission ≥156 mmHg, an eGFR ≥70.7 ml/min/1.73m2, and a serum bicarbonate <21.7 mmol/L.
Limitations: Data-driven, hypothesis-generating approach. Findings were not validated with external data sources.
Conclusion: These exploratory findings suggest that most patients who develop sHTN will not benefit from IV antihypertensive treatment. Future studies should assess for heterogeneity when identifying treatment options, if any are needed, for sHTN.
期刊介绍:
The American Journal of Kidney Diseases (AJKD), the National Kidney Foundation's official journal, is globally recognized for its leadership in clinical nephrology content. Monthly, AJKD publishes original investigations on kidney diseases, hypertension, dialysis therapies, and kidney transplantation. Rigorous peer-review, statistical scrutiny, and a structured format characterize the publication process. Each issue includes case reports unveiling new diseases and potential therapeutic strategies.