{"title":"Risk Factors Associated with Deterioration in Sedative Drug Overdose.","authors":"Pramod Chandru, Kayla Schriber, Helene Benedicte Fabrin Brasted, Earl Butler, Naren Gunja","doi":"10.1007/s13181-026-01120-0","DOIUrl":null,"url":null,"abstract":"<p><p>BACKGROUND: Sedative overdoses, particularly involving opioids, γ-hydroxybutyrate (GHB), and benzodiazepines, are an increasing contributor to toxicology admissions and intensive care unit (ICU) utilisation in Australia. While pharmacological mechanisms are well characterised, identifying which patients will deteriorate remains challenging. Existing risk stratification tools, such as the Glasgow Coma Scale (GCS), lack toxicology-specific nuance and may not adequately account for early physiological derangement, highlighting the need for improved, patient-centred risk assessment. AIMS: To evaluate clinical and exposure-related features associated with ICU admission, endotracheal intubation, and in-hospital complications following sedative overdose. METHODS: This retrospective cohort study included patients referred to a district toxicology service with suspected sedative overdose between November 2022 and November 2023. Data extracted from electronic medical records included demographics, ingestion characteristics, clinical course, and investigation results. Sedatives were defined by central nervous system depressant effects. Outcomes were ICU admission, endotracheal intubation, and in-hospital complications. Associations were examined using univariable analyses and multivariable logistic regression; venous pH was modelled separately using penalised logistic regression. RESULTS: A total of 374 patients were included. Common agents were benzodiazepines (32.1%), opioids (29.1%), and GHB (20.6%). In-hospital complications occurred in 35.8% of patients, ICU admission in 17.9%, and intubation in 13.6%. After adjustment, ICU admission was independently associated with lower venous pH and non-benzodiazepine GABA-ergic agent ingestion (e.g. pregabalin and Z-drugs) (adjusted OR 3.35, p = 0.04). Lower venous pH was consistently associated with all adverse outcomes. The model-estimated probability of intubation increased non-linearly with worsening acidaemia, rising from 8% at pH 7.35 to 66% at pH 7.20. In-hospital complications were independently associated with opioid ingestion (adjusted OR 3.81, p < 0.001) and lower GCS, while intubation was associated with lower GCS and lower venous pH. GHB ingestion was inversely associated with intubation. CONCLUSION: Lower GCS, reduced venous pH, and ingestion of high-risk sedative agents—particularly opioids and non-benzodiazepine GABA-ergic ingestion —were key features associated with clinical deterioration in sedative overdose. These findings support multifactorial, toxicology-specific risk stratification incorporating early physiological and pharmacological markers, with prospective validation required before clinical implementation. </p>","PeriodicalId":16429,"journal":{"name":"Journal of Medical Toxicology","volume":" ","pages":"296-304"},"PeriodicalIF":2.0000,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13076744/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Medical Toxicology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s13181-026-01120-0","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/3/6 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"TOXICOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
BACKGROUND: Sedative overdoses, particularly involving opioids, γ-hydroxybutyrate (GHB), and benzodiazepines, are an increasing contributor to toxicology admissions and intensive care unit (ICU) utilisation in Australia. While pharmacological mechanisms are well characterised, identifying which patients will deteriorate remains challenging. Existing risk stratification tools, such as the Glasgow Coma Scale (GCS), lack toxicology-specific nuance and may not adequately account for early physiological derangement, highlighting the need for improved, patient-centred risk assessment. AIMS: To evaluate clinical and exposure-related features associated with ICU admission, endotracheal intubation, and in-hospital complications following sedative overdose. METHODS: This retrospective cohort study included patients referred to a district toxicology service with suspected sedative overdose between November 2022 and November 2023. Data extracted from electronic medical records included demographics, ingestion characteristics, clinical course, and investigation results. Sedatives were defined by central nervous system depressant effects. Outcomes were ICU admission, endotracheal intubation, and in-hospital complications. Associations were examined using univariable analyses and multivariable logistic regression; venous pH was modelled separately using penalised logistic regression. RESULTS: A total of 374 patients were included. Common agents were benzodiazepines (32.1%), opioids (29.1%), and GHB (20.6%). In-hospital complications occurred in 35.8% of patients, ICU admission in 17.9%, and intubation in 13.6%. After adjustment, ICU admission was independently associated with lower venous pH and non-benzodiazepine GABA-ergic agent ingestion (e.g. pregabalin and Z-drugs) (adjusted OR 3.35, p = 0.04). Lower venous pH was consistently associated with all adverse outcomes. The model-estimated probability of intubation increased non-linearly with worsening acidaemia, rising from 8% at pH 7.35 to 66% at pH 7.20. In-hospital complications were independently associated with opioid ingestion (adjusted OR 3.81, p < 0.001) and lower GCS, while intubation was associated with lower GCS and lower venous pH. GHB ingestion was inversely associated with intubation. CONCLUSION: Lower GCS, reduced venous pH, and ingestion of high-risk sedative agents—particularly opioids and non-benzodiazepine GABA-ergic ingestion —were key features associated with clinical deterioration in sedative overdose. These findings support multifactorial, toxicology-specific risk stratification incorporating early physiological and pharmacological markers, with prospective validation required before clinical implementation.
期刊介绍:
Journal of Medical Toxicology (JMT) is a peer-reviewed medical journal dedicated to advances in clinical toxicology, focusing on the diagnosis, management, and prevention of poisoning and other adverse health effects resulting from medications, chemicals, occupational and environmental substances, and biological hazards. As the official journal of the American College of Medical Toxicology (ACMT), JMT is managed by an editorial board of clinicians as well as scientists and thus publishes research that is relevant to medical toxicologists, emergency physicians, critical care specialists, pediatricians, pre-hospital providers, occupational physicians, substance abuse experts, veterinary toxicologists, and policy makers. JMT articles generate considerable interest in the lay media, with 2016 JMT articles cited by various social media sites, the Boston Globe, and the Washington Post among others. For questions or comments about the journal, please contact jmtinfo@acmt.net.
For questions or comments about the journal, please contact jmtinfo@acmt.net.