Kohli Kapil, Samant Hrishikesh, Khan Kashif, Pandit Sudha, Morgan Kelli, Cvek Urska, Kilgore Phillip, Trutschl Marjan, Mijalis Eleni, Jordan Paul, Morris James, Boktor Moheb, Alexander Jonathan Steven
Departments of Medicine/Section of Gastroenterology and Hepatology, Ochsner-LSU Health Sciences Center in Shreveport, Shreveport, LA 71103-3932, USA.
Department of Computer Sciences, Louisiana State University-Shreveport, Shreveport, LA 71115, USA.
Pathophysiology. 2021 Feb 20;28(1):76-85. doi: 10.3390/pathophysiology28010007.
Post-endoscopic retrograde cholangiopancreatography (ERCP) pancreatitis (PEP) remains common, and severe complications are associated with ERCP. There is no previous study detailing the effect of race and gender in a US-based population on risk of PEP.
Data were collected on 269 "first-performed" consecutive ERCPs followed by division by race (White vs. African-American) and sex (Female vs. Male). A total of 53 probable risk factors were evaluated by uni- and multivariate analysis followed by outcomes expressed as an odds ratio (OR) (with a 95% confidence interval, 95% CI). Finally, a principal component analysis was performed to construct a risk prediction model for PEP, which can be used by clinicians at bedside.
After analyzing the risk factors based on race and gender-based groups, Caucasian males with PEP are more likely to have prior history of pancreatitis ( = 0.009), lower hemoglobin ( = 0.02)/blood urea nitrogen (BUN) ( = 0.01)/creatinine before ERCP ( = 0.07) and lower BUN ( = 0.01)/creatinine after ERCP ( = 0.07), while Caucasian females with PEP are more likely to have higher white blood cell (WBC) count before ERCP ( = 0.08) and lower amylase ( = 0.10)/bilirubin ( = 0.09)/aspartate aminotransferase (AST) after ERCP ( = 0.08). African-American males with PEP are more likely to have lower weight ( = 0.001)/smaller height ( = 0.0005)/lower alkaline phosphatase ( = 0.002)/AST ( = 0.04)/alanine transaminase (ALT) ( = 0.03) before ERCP and lower alkaline phosphatase ( = 0.002)/AST ( = 0.01)/ALT ( = 0.004) after ERCP, while African-American females with PEP are more likely to have prior history of pancreatitis ( = 0.004)/higher lipase before ( = 0.0001) and after ( = 0.05) ERCP along with increased risk with pancreatic duct cannulation ( = 0.0001) and injection ( = 0.0001)/biliary sphincterotomy ( = 0.0001). Importantly, prior history of ERCP, elevated AST after ERCP, and BUN prior to ERCP were found to be important clinical features predicting post-ERCP pancreatitis. To our knowledge, this is a first known attempt at developing a risk scoring system for PEP in a US population with decision tree learning.
It is very evident that both patient and procedure-related risk factors vary by race and gender in the US population, leading to the development of a new risk assessment tool for PEP that can be used in clinical practice. We need to follow up with a larger prospective study to validate this novel race and gender-based risk scoring system for PEP.
内镜逆行胰胆管造影术(ERCP)后胰腺炎(PEP)仍然很常见,并且严重并发症与ERCP相关。以前没有研究详细说明美国人群中种族和性别对PEP风险的影响。
收集了269例连续“首次进行”的ERCP数据,然后按种族(白人对非裔美国人)和性别(女性对男性)进行划分。通过单因素和多因素分析评估了总共53个可能的风险因素,结果以比值比(OR)(95%置信区间,95%CI)表示。最后,进行主成分分析以构建PEP的风险预测模型,供临床医生在床边使用。
在分析基于种族和性别的组的风险因素后,患有PEP的白人男性更可能有胰腺炎病史(P = 0.009),ERCP前血红蛋白水平较低(P = 0.02)/血尿素氮(BUN)(P = 0.01)/肌酐水平较低(P = 0.07),ERCP后BUN(P = 0.01)/肌酐水平较低(P = 0.07);而患有PEP的白人女性更可能在ERCP前白细胞(WBC)计数较高(P = 0.08),ERCP后淀粉酶水平较低(P = 0.10)/胆红素水平较低(P = 0.09)/天冬氨酸转氨酶(AST)水平较低(P = 0.08)。患有PEP的非裔美国男性更可能在ERCP前体重较低(P = 0.001)/身高较矮(P = 0.0005)/碱性磷酸酶水平较低(P = 0.002)/AST水平较低(P = 0.04)/丙氨酸转氨酶(ALT)水平较低(P = 0.03),ERCP后碱性磷酸酶水平较低(P = 0.002)/AST水平较低(P = 0.01)/ALT水平较低(P = 0.004);而患有PEP的非裔美国女性更可能有胰腺炎病史(P = 0.004)/ERCP前和ERCP后脂肪酶水平较高(P = 0.0001和P = 0.05),同时胰管插管(P = 0.0001)和注射(P = 0.0001)/胆管括约肌切开术(P = 0.0001)的风险增加。重要的是,发现ERCP病史、ERCP后AST升高以及ERCP前的BUN是预测ERCP后胰腺炎的重要临床特征。据我们所知,这是首次尝试在美国人群中使用决策树学习为PEP开发风险评分系统。
很明显,在美国人群中,患者和与手术相关的风险因素因种族和性别而异,从而开发出一种可用于临床实践的新的PEP风险评估工具。我们需要进行更大规模的前瞻性研究来验证这种基于种族和性别的新型PEP风险评分系统。