{"title":"阴离子间隙对创伤性凝血病患者住院死亡率的影响:一项MIMIC-IV研究","authors":"Xin Zuo, Huan Zuo, Pengyu Zhu","doi":"10.1186/s40001-025-03089-y","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to investigate the association between anion gap (AG) and clinical outcomes in patients with trauma-induced coagulopathy (TIC), and to evaluate the predictive value of dynamic AG trajectories for 28-day mortality.</p><p><strong>Methods: </strong>A retrospective cohort study was conducted using the MIMIC-IV database, including 1,358 TIC patients (INR > 1.4 or PTT > 40 s). Demographics, laboratory data (including AG), vital signs, and severity scores within 24 h of ICU admission were collected. Latent class growth modeling was used to identify AG trajectories at 8, 16, and 24 h. The primary outcome was 28-day mortality, analyzed via Cox regression and Kaplan-Meier survival analysis.</p><p><strong>Results: </strong>Among 1,358 patients, the 28-day mortality rate was 19.9%. Non-survivors were older and had worse vital signs, higher AG, and lower platelet and bicarbonate levels (P < 0.05). Elevated AG was independently associated with increased mortality (HR = 2.615, P < 0.001), even after multivariate adjustment. Patients with AG > 14.5 mEq/L had significantly reduced 28-day survival (P < 0.001). Four distinct AG trajectories were identified; Class 4, with persistently rising AG, showed the highest mortality risk (HR = 2.46, P = 0.033).</p><p><strong>Conclusion: </strong>AG is an independent predictor of 28-day mortality in TIC patients. AG > 14.5 mEq/L and persistently elevated trajectories are associated with poor short-term outcomes, especially in those with renal dysfunction or myocardial infarction. Dynamic AG monitoring may help identify high-risk patients early and guide clinical management.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":"30 1","pages":"884"},"PeriodicalIF":3.4000,"publicationDate":"2025-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12476045/pdf/","citationCount":"0","resultStr":"{\"title\":\"Impact of anion gap on in-hospital mortality in trauma-induced coagulopathy patients: a MIMIC-IV study.\",\"authors\":\"Xin Zuo, Huan Zuo, Pengyu Zhu\",\"doi\":\"10.1186/s40001-025-03089-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>This study aimed to investigate the association between anion gap (AG) and clinical outcomes in patients with trauma-induced coagulopathy (TIC), and to evaluate the predictive value of dynamic AG trajectories for 28-day mortality.</p><p><strong>Methods: </strong>A retrospective cohort study was conducted using the MIMIC-IV database, including 1,358 TIC patients (INR > 1.4 or PTT > 40 s). Demographics, laboratory data (including AG), vital signs, and severity scores within 24 h of ICU admission were collected. Latent class growth modeling was used to identify AG trajectories at 8, 16, and 24 h. The primary outcome was 28-day mortality, analyzed via Cox regression and Kaplan-Meier survival analysis.</p><p><strong>Results: </strong>Among 1,358 patients, the 28-day mortality rate was 19.9%. Non-survivors were older and had worse vital signs, higher AG, and lower platelet and bicarbonate levels (P < 0.05). Elevated AG was independently associated with increased mortality (HR = 2.615, P < 0.001), even after multivariate adjustment. Patients with AG > 14.5 mEq/L had significantly reduced 28-day survival (P < 0.001). Four distinct AG trajectories were identified; Class 4, with persistently rising AG, showed the highest mortality risk (HR = 2.46, P = 0.033).</p><p><strong>Conclusion: </strong>AG is an independent predictor of 28-day mortality in TIC patients. AG > 14.5 mEq/L and persistently elevated trajectories are associated with poor short-term outcomes, especially in those with renal dysfunction or myocardial infarction. Dynamic AG monitoring may help identify high-risk patients early and guide clinical management.</p>\",\"PeriodicalId\":11949,\"journal\":{\"name\":\"European Journal of Medical Research\",\"volume\":\"30 1\",\"pages\":\"884\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-09-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12476045/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Journal of Medical Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s40001-025-03089-y\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Medical Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s40001-025-03089-y","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
Impact of anion gap on in-hospital mortality in trauma-induced coagulopathy patients: a MIMIC-IV study.
Objective: This study aimed to investigate the association between anion gap (AG) and clinical outcomes in patients with trauma-induced coagulopathy (TIC), and to evaluate the predictive value of dynamic AG trajectories for 28-day mortality.
Methods: A retrospective cohort study was conducted using the MIMIC-IV database, including 1,358 TIC patients (INR > 1.4 or PTT > 40 s). Demographics, laboratory data (including AG), vital signs, and severity scores within 24 h of ICU admission were collected. Latent class growth modeling was used to identify AG trajectories at 8, 16, and 24 h. The primary outcome was 28-day mortality, analyzed via Cox regression and Kaplan-Meier survival analysis.
Results: Among 1,358 patients, the 28-day mortality rate was 19.9%. Non-survivors were older and had worse vital signs, higher AG, and lower platelet and bicarbonate levels (P < 0.05). Elevated AG was independently associated with increased mortality (HR = 2.615, P < 0.001), even after multivariate adjustment. Patients with AG > 14.5 mEq/L had significantly reduced 28-day survival (P < 0.001). Four distinct AG trajectories were identified; Class 4, with persistently rising AG, showed the highest mortality risk (HR = 2.46, P = 0.033).
Conclusion: AG is an independent predictor of 28-day mortality in TIC patients. AG > 14.5 mEq/L and persistently elevated trajectories are associated with poor short-term outcomes, especially in those with renal dysfunction or myocardial infarction. Dynamic AG monitoring may help identify high-risk patients early and guide clinical management.
期刊介绍:
European Journal of Medical Research publishes translational and clinical research of international interest across all medical disciplines, enabling clinicians and other researchers to learn about developments and innovations within these disciplines and across the boundaries between disciplines. The journal publishes high quality research and reviews and aims to ensure that the results of all well-conducted research are published, regardless of their outcome.