抑郁症状作为一级胆道胆炎患者肝硬化风险因素:基于拉索逻辑回归和决策树模型的分析
Simin Zhou1, Jiwen Li1, Jiangpeng Liu1
1Department of Gastroenterology and Hepatology, General Hospital, Tianjin Medical University, Tianjin, China.
Brain and behavior
|August 5, 2024
概括
抑郁症状在原发性胆道胆炎 (PBC) 患者中很常见,并且与疾病的严重程度有关. 汉密尔顿抑郁评分表 (HAMD-17) 的高得分表明在PBC中患肝硬化风险更高.
科学领域:
- 肝病学 肝病学是一种肝病学.
- 精神病学是一个精神病学.
- 临床医学 临床医学
背景情况:
- 在初级胆道胆炎 (PBC) 患者中,抑郁症状很普遍.
- 抑郁症对PBC肝硬化发展的影响还没有得到充分研究.
- 这项研究的目的是开发一种包含抑郁症状的肝硬化风险模型.
研究的目的:
- 在PBC患者中调查抑郁症状和肝硬化之间的关联.
- 建立PBC中肝硬化风险的预测模型,考虑抑郁症.
- 了解汉密尔顿抑郁症评分表 (HAMD-17) 在PBC肝硬化风险评估中的作用.
主要方法:
- 使用17项汉密尔顿抑郁评分表 (HAMD-17) 评估抑郁症状.
- 分析了HAMD-17得分与临床参数的比较.
- 雇佣最低绝对收缩和选择操作员 (Lasso) -逻辑回归和决策树模型以确定肝硬化风险因素.
主要成果:
- 与健康对照组 (n=180) (16.1%) 相比,PBC患者 (n=162) 的抑郁症状发生率更高 (52.5%).
- HAMD-17得分与肝功能标志物 (ALP,GGT,TB) 和免疫球蛋白 (IgG,IgM) 相相关.
- 在PBC中,HAMD-17得分,HLA-DRB1*03:01,年龄,ALP和IgM被确定为肝硬化的独立风险因素.
结论:
- 抑郁症状与PBC中疾病严重程度的增加有关.
- 升高的HAMD-17分数是原发性胆道胆道炎患者肝硬化发展的重要危险因素.
相关概念视频
01:17Chronic Bowel Disorders: Introduction
436
Chronic bowel diseases are a group of long-term conditions affecting the digestive tract, characterized by inflammation and damage to the gut lining. These conditions primarily include irritable bowel syndrome and inflammatory bowel disease.
Irritable Bowel Syndrome (IBS) is a common disorder affecting the gastrointestinal tract. The distinctive feature is recurrent abdominal pain associated with altered bowel movements, manifesting as constipation, diarrhea, or fluctuating between both. The...
Irritable Bowel Syndrome (IBS) is a common disorder affecting the gastrointestinal tract. The distinctive feature is recurrent abdominal pain associated with altered bowel movements, manifesting as constipation, diarrhea, or fluctuating between both. The...
436
01:26Diseases of the Liver and Gallbladder
496
Liver and gallbladder diseases are a significant health concern, with prominent conditions including cirrhosis, hepatitis, non-alcoholic fatty liver disease (NAFLD), and gallstones. Jaundice is a common manifestation of liver and biliary disease.
Cirrhosis is characterized by the scarring of hepatic lobules in the liver, which are replaced by fibrous tissue, affecting the liver's normal functioning. NAFLD, on the other hand, is caused by an excessive build-up of fat in the liver, not...
Cirrhosis is characterized by the scarring of hepatic lobules in the liver, which are replaced by fibrous tissue, affecting the liver's normal functioning. NAFLD, on the other hand, is caused by an excessive build-up of fat in the liver, not...
496
01:29Chronic Pancreatitis II: Collaborative Care
79
The management of chronic pancreatitis is multifaceted, involving a comprehensive approach that includes thorough assessment, diagnostic testing, and a variety of management strategies.
Assessment:
Assessment:
79