Pedro Cortés, Tyler Mistretta, Brittany Jackson, Caroline G Olson, Ahmed M Salih, Fernando F Stancampiano, Panagiotis Korfiatis, Jason R Klug, Dana M Harris, JDan Echols, Rickey E Carter, Baoan Ji, Heather D Hardway, Michael B Wallace, Vivek Kumbhari, Yan Bi
{"title":"人工智能测量的身体成分与急性胰腺炎长期后遗症之间的关系","authors":"Pedro Cortés, Tyler Mistretta, Brittany Jackson, Caroline G Olson, Ahmed M Salih, Fernando F Stancampiano, Panagiotis Korfiatis, Jason R Klug, Dana M Harris, JDan Echols, Rickey E Carter, Baoan Ji, Heather D Hardway, Michael B Wallace, Vivek Kumbhari, Yan Bi","doi":"10.1007/s10620-024-08684-3","DOIUrl":null,"url":null,"abstract":"<p><strong>Background/objectives: </strong>The clinical utility of body composition in the development of complications of acute pancreatitis (AP) remains unclear. We aimed to describe the associations between body composition and the recurrence of AP.</p><p><strong>Methods: </strong>We performed a retrospective study of patients hospitalized with AP at three tertiary care centers. Patients with computer tomography (CT) imaging of the abdomen at admission were included. A previously validated and fully automated abdominal segmentation algorithm was used for body composition analysis. Hospitalization for a recurrent episode of AP was the primary endpoint. Secondary endpoints included the development of chronic pancreatitis (CP) or diabetes mellitus (DM) in patients who were evaluated. Cox Proportional Hazards regression was used.</p><p><strong>Results: </strong>From a total of 347 patients, 89 (25.6%) were hospitalized for recurrent AP (median time: 219 days). Thirty-four of 112 patients (30.4%) developed CP (median time: 311 days) and 22 of 88 (25.0%) developed DM (median time: 1104 days). After adjusting for age, male sex, first episode of AP, BUN, and severity of AP, we found that obesity, body mass index, alcohol pancreatitis, and gallstone pancreatitis were significantly associated with a recurrent episode of AP. Body composition was not associated with recurrent AP. In unadjusted analysis, subcutaneous adipose tissue (SAT) (HR 0.87 per 10 cm<sup>2</sup>, p = 0.002) was associated with CP. Skeletal muscle (SM) mass approached significance for CP (p = 0.0546). Intermuscular adipose tissue (IMAT) (HR 1.45 per 5 cm<sup>2</sup>, p = 0.0264) was associated with DM.</p><p><strong>Conclusion: </strong>Body composition was not associated with having a recurrent AP. At follow-up, 30% and 25% of evaluated patients developed CP and DM, respectively. A higher SAT and IMAT were associated with a lower incidence of CP and higher incidence of DM, respectively.</p>","PeriodicalId":11378,"journal":{"name":"Digestive Diseases and Sciences","volume":null,"pages":null},"PeriodicalIF":2.5000,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association Between Body Composition Measured by Artificial Intelligence and Long-Term Sequelae After Acute Pancreatitis.\",\"authors\":\"Pedro Cortés, Tyler Mistretta, Brittany Jackson, Caroline G Olson, Ahmed M Salih, Fernando F Stancampiano, Panagiotis Korfiatis, Jason R Klug, Dana M Harris, JDan Echols, Rickey E Carter, Baoan Ji, Heather D Hardway, Michael B Wallace, Vivek Kumbhari, Yan Bi\",\"doi\":\"10.1007/s10620-024-08684-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background/objectives: </strong>The clinical utility of body composition in the development of complications of acute pancreatitis (AP) remains unclear. We aimed to describe the associations between body composition and the recurrence of AP.</p><p><strong>Methods: </strong>We performed a retrospective study of patients hospitalized with AP at three tertiary care centers. Patients with computer tomography (CT) imaging of the abdomen at admission were included. A previously validated and fully automated abdominal segmentation algorithm was used for body composition analysis. Hospitalization for a recurrent episode of AP was the primary endpoint. Secondary endpoints included the development of chronic pancreatitis (CP) or diabetes mellitus (DM) in patients who were evaluated. Cox Proportional Hazards regression was used.</p><p><strong>Results: </strong>From a total of 347 patients, 89 (25.6%) were hospitalized for recurrent AP (median time: 219 days). Thirty-four of 112 patients (30.4%) developed CP (median time: 311 days) and 22 of 88 (25.0%) developed DM (median time: 1104 days). After adjusting for age, male sex, first episode of AP, BUN, and severity of AP, we found that obesity, body mass index, alcohol pancreatitis, and gallstone pancreatitis were significantly associated with a recurrent episode of AP. Body composition was not associated with recurrent AP. In unadjusted analysis, subcutaneous adipose tissue (SAT) (HR 0.87 per 10 cm<sup>2</sup>, p = 0.002) was associated with CP. Skeletal muscle (SM) mass approached significance for CP (p = 0.0546). Intermuscular adipose tissue (IMAT) (HR 1.45 per 5 cm<sup>2</sup>, p = 0.0264) was associated with DM.</p><p><strong>Conclusion: </strong>Body composition was not associated with having a recurrent AP. At follow-up, 30% and 25% of evaluated patients developed CP and DM, respectively. A higher SAT and IMAT were associated with a lower incidence of CP and higher incidence of DM, respectively.</p>\",\"PeriodicalId\":11378,\"journal\":{\"name\":\"Digestive Diseases and Sciences\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2024-10-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Digestive Diseases and Sciences\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s10620-024-08684-3\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"GASTROENTEROLOGY & HEPATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Digestive Diseases and Sciences","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10620-024-08684-3","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
背景/目的:身体成分对急性胰腺炎(AP)并发症发生的临床作用仍不明确。我们旨在描述身体成分与急性胰腺炎复发之间的关系:我们对在三家三级医疗中心住院的急性胰腺炎患者进行了一项回顾性研究。研究纳入了入院时进行了腹部计算机断层扫描(CT)成像的患者。在进行身体成分分析时,使用了之前经过验证的全自动腹部分割算法。因 AP 复发住院是主要终点。次要终点包括接受评估的患者发生慢性胰腺炎(CP)或糖尿病(DM)的情况。结果:在347名患者中,有89人(25.6%)因复发性胰腺炎住院(中位时间:219天)。112名患者中有34名(30.4%)发展为CP(中位时间:311天),88名患者中有22名(25.0%)发展为DM(中位时间:1104天)。在对年龄、男性性别、首次胰腺炎发作、血清尿素氮和胰腺炎严重程度进行调整后,我们发现肥胖、体重指数、酒精性胰腺炎和胆石性胰腺炎与胰腺炎复发显著相关。身体成分与 AP 复发无关。在未经调整的分析中,皮下脂肪组织(SAT)(每 10 平方厘米 HR 0.87,p = 0.002)与胰腺癌相关。骨骼肌(SM)质量与 CP 的关系接近显著性(p = 0.0546)。肌肉间脂肪组织(IMAT)(每 5 平方厘米 HR 1.45,p = 0.0264)与 DM 相关:结论:身体成分与 AP 复发无关。在随访中,分别有 30% 和 25% 接受评估的患者出现了 CP 和 DM。较高的 SAT 和 IMAT 分别与较低的 CP 发生率和较高的 DM 发生率相关。
Association Between Body Composition Measured by Artificial Intelligence and Long-Term Sequelae After Acute Pancreatitis.
Background/objectives: The clinical utility of body composition in the development of complications of acute pancreatitis (AP) remains unclear. We aimed to describe the associations between body composition and the recurrence of AP.
Methods: We performed a retrospective study of patients hospitalized with AP at three tertiary care centers. Patients with computer tomography (CT) imaging of the abdomen at admission were included. A previously validated and fully automated abdominal segmentation algorithm was used for body composition analysis. Hospitalization for a recurrent episode of AP was the primary endpoint. Secondary endpoints included the development of chronic pancreatitis (CP) or diabetes mellitus (DM) in patients who were evaluated. Cox Proportional Hazards regression was used.
Results: From a total of 347 patients, 89 (25.6%) were hospitalized for recurrent AP (median time: 219 days). Thirty-four of 112 patients (30.4%) developed CP (median time: 311 days) and 22 of 88 (25.0%) developed DM (median time: 1104 days). After adjusting for age, male sex, first episode of AP, BUN, and severity of AP, we found that obesity, body mass index, alcohol pancreatitis, and gallstone pancreatitis were significantly associated with a recurrent episode of AP. Body composition was not associated with recurrent AP. In unadjusted analysis, subcutaneous adipose tissue (SAT) (HR 0.87 per 10 cm2, p = 0.002) was associated with CP. Skeletal muscle (SM) mass approached significance for CP (p = 0.0546). Intermuscular adipose tissue (IMAT) (HR 1.45 per 5 cm2, p = 0.0264) was associated with DM.
Conclusion: Body composition was not associated with having a recurrent AP. At follow-up, 30% and 25% of evaluated patients developed CP and DM, respectively. A higher SAT and IMAT were associated with a lower incidence of CP and higher incidence of DM, respectively.
期刊介绍:
Digestive Diseases and Sciences publishes high-quality, peer-reviewed, original papers addressing aspects of basic/translational and clinical research in gastroenterology, hepatology, and related fields. This well-illustrated journal features comprehensive coverage of basic pathophysiology, new technological advances, and clinical breakthroughs; insights from prominent academicians and practitioners concerning new scientific developments and practical medical issues; and discussions focusing on the latest changes in local and worldwide social, economic, and governmental policies that affect the delivery of care within the disciplines of gastroenterology and hepatology.