Mahati Mokkarala, Aravinda Ganapathy, Yuktesh Kalidindi, Chelsea R Schmitt, Mark J Hoegger, Ryan G Short, Demetrios A Raptis, David H Ballard
{"title":"确定预测左心室辅助装置(LVAD)传动系统感染手术处理的关键CT特征和临床变量。","authors":"Mahati Mokkarala, Aravinda Ganapathy, Yuktesh Kalidindi, Chelsea R Schmitt, Mark J Hoegger, Ryan G Short, Demetrios A Raptis, David H Ballard","doi":"10.1007/s10140-025-02363-0","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Despite technical advancements in left ventricular assist devices (LVADs), driveline infections (DLIs) remain a common complication evaluated by CT. The purpose of this study was to assess CT imaging features and clinical variables associated with operative versus non-operative management of LVAD DLIs.</p><p><strong>Materials/methods: </strong>This study analyzed 129 patients with LVAD driveline infections evaluated using CT. Two radiologists assessed CT scans for superficial and deep soft tissue stranding and fluid collections. Logistic regression was used to identify predictors of operative management using imaging and clinical variables, guided by Akaike information criterion. Results were reported as odds ratios, and Interreader agreement was evaluated using Cohen's Kappa.</p><p><strong>Results: </strong>Operative management was performed in 46.8% of patients. Positive driveline cultures (94.8% vs. 43.5%, p < 0.001) and new antibiotic use (98.3% vs. 72.7%, p < 0.001) were strongly associated with operative intervention. Mild subcutaneous fat stranding was the most frequent CT finding (62.6% and 66.9% by Readers 1 and 2, respectively), whereas deep fluid collections were rare (4.8-5.6%). Clinical predictors of operative management included new antibiotic use (p = 0.036), positive cultures (p < 0.001), and LVAD type. The resulting model achieved an AUC of 0.851 and overall accuracy of 78.6%. The absence of superficial fat stranding on CT significantly predicted non-operative management (p < 0.001).</p><p><strong>Conclusion: </strong>Positive driveline cultures, recent antibiotic initiation, and absence of skin or subcutaneous fat stranding on CT were associated with non-operative management in LVAD-related driveline infections. Absence of superficial fat stranding on CT may help distinguish suspected driveline infections that are unlikely to require surgical intervention.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":" ","pages":""},"PeriodicalIF":1.7000,"publicationDate":"2025-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identifying key CT features and clinical variables for predicting operative management of left ventricular assist device (LVAD) driveline infections.\",\"authors\":\"Mahati Mokkarala, Aravinda Ganapathy, Yuktesh Kalidindi, Chelsea R Schmitt, Mark J Hoegger, Ryan G Short, Demetrios A Raptis, David H Ballard\",\"doi\":\"10.1007/s10140-025-02363-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>Despite technical advancements in left ventricular assist devices (LVADs), driveline infections (DLIs) remain a common complication evaluated by CT. The purpose of this study was to assess CT imaging features and clinical variables associated with operative versus non-operative management of LVAD DLIs.</p><p><strong>Materials/methods: </strong>This study analyzed 129 patients with LVAD driveline infections evaluated using CT. Two radiologists assessed CT scans for superficial and deep soft tissue stranding and fluid collections. Logistic regression was used to identify predictors of operative management using imaging and clinical variables, guided by Akaike information criterion. Results were reported as odds ratios, and Interreader agreement was evaluated using Cohen's Kappa.</p><p><strong>Results: </strong>Operative management was performed in 46.8% of patients. Positive driveline cultures (94.8% vs. 43.5%, p < 0.001) and new antibiotic use (98.3% vs. 72.7%, p < 0.001) were strongly associated with operative intervention. Mild subcutaneous fat stranding was the most frequent CT finding (62.6% and 66.9% by Readers 1 and 2, respectively), whereas deep fluid collections were rare (4.8-5.6%). Clinical predictors of operative management included new antibiotic use (p = 0.036), positive cultures (p < 0.001), and LVAD type. The resulting model achieved an AUC of 0.851 and overall accuracy of 78.6%. The absence of superficial fat stranding on CT significantly predicted non-operative management (p < 0.001).</p><p><strong>Conclusion: </strong>Positive driveline cultures, recent antibiotic initiation, and absence of skin or subcutaneous fat stranding on CT were associated with non-operative management in LVAD-related driveline infections. Absence of superficial fat stranding on CT may help distinguish suspected driveline infections that are unlikely to require surgical intervention.</p>\",\"PeriodicalId\":11623,\"journal\":{\"name\":\"Emergency Radiology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2025-07-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Emergency Radiology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/s10140-025-02363-0\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Emergency Radiology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s10140-025-02363-0","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
Identifying key CT features and clinical variables for predicting operative management of left ventricular assist device (LVAD) driveline infections.
Purpose: Despite technical advancements in left ventricular assist devices (LVADs), driveline infections (DLIs) remain a common complication evaluated by CT. The purpose of this study was to assess CT imaging features and clinical variables associated with operative versus non-operative management of LVAD DLIs.
Materials/methods: This study analyzed 129 patients with LVAD driveline infections evaluated using CT. Two radiologists assessed CT scans for superficial and deep soft tissue stranding and fluid collections. Logistic regression was used to identify predictors of operative management using imaging and clinical variables, guided by Akaike information criterion. Results were reported as odds ratios, and Interreader agreement was evaluated using Cohen's Kappa.
Results: Operative management was performed in 46.8% of patients. Positive driveline cultures (94.8% vs. 43.5%, p < 0.001) and new antibiotic use (98.3% vs. 72.7%, p < 0.001) were strongly associated with operative intervention. Mild subcutaneous fat stranding was the most frequent CT finding (62.6% and 66.9% by Readers 1 and 2, respectively), whereas deep fluid collections were rare (4.8-5.6%). Clinical predictors of operative management included new antibiotic use (p = 0.036), positive cultures (p < 0.001), and LVAD type. The resulting model achieved an AUC of 0.851 and overall accuracy of 78.6%. The absence of superficial fat stranding on CT significantly predicted non-operative management (p < 0.001).
Conclusion: Positive driveline cultures, recent antibiotic initiation, and absence of skin or subcutaneous fat stranding on CT were associated with non-operative management in LVAD-related driveline infections. Absence of superficial fat stranding on CT may help distinguish suspected driveline infections that are unlikely to require surgical intervention.
期刊介绍:
To advance and improve the radiologic aspects of emergency careTo establish Emergency Radiology as an area of special interest in the field of diagnostic imagingTo improve methods of education in Emergency RadiologyTo provide, through formal meetings, a mechanism for presentation of scientific papers on various aspects of Emergency Radiology and continuing educationTo promote research in Emergency Radiology by clinical and basic science investigators, including residents and other traineesTo act as the resource body on Emergency Radiology for those interested in emergency patient care Members of the American Society of Emergency Radiology (ASER) receive the Emergency Radiology journal as a benefit of membership!