{"title":"Probiotic Supplements Benefit Psoriasis Therapy Rather Than Affecting Disease Risk: Evidence from NHANES Machine-Learning and Meta-Analysis Study.","authors":"Yajia Li, Xiao Liu, Ziqin Cao, Jianhuang Wu","doi":"10.1007/s12602-024-10418-w","DOIUrl":null,"url":null,"abstract":"<p><p>This research aimed to evaluate the impact of probiotic supplementation on the severity of psoriasis symptoms and its association with the risk of developing the disease. We analyzed the association between probiotic usage and psoriasis among 21,942 participants from the 2009-2014 NHANES, employing advanced machine learning techniques for data analysis. A separate meta-analysis was conducted to assess the effects of probiotics on the severity, life quality, and some related inflammation factors. Dichotomous data were analyzed using odds ratios (ORs) corresponding to the 95% confidence interval (CI). Analysis of NHANES data did not reveal a statistically significant association between probiotic intake and the risk of psoriasis. However, the meta-analysis indicated that probiotic supplementation significantly lowers Psoriasis Area and Severity Index (PASI) scores both for change in PASI score and post-data change, and enhances PASI 75 (OR = 4.80, 95% CI = 2.92-7.89) and clearance responses (OR = 3.14, 95% CI = 1.99-4.96), as well as reduced levels of inflammatory markers. While the improvement of life quality was only observed in the post-treatment data. While probiotic supplements do not appear to reduce the risk of psoriasis, they have a significant positive effect on reducing disease severity. Registered on PROSPERO: Registration number CRD42023484417.</p>","PeriodicalId":20506,"journal":{"name":"Probiotics and Antimicrobial Proteins","volume":" ","pages":""},"PeriodicalIF":4.4000,"publicationDate":"2024-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Probiotics and Antimicrobial Proteins","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1007/s12602-024-10418-w","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
本研究旨在评估补充益生菌对银屑病症状严重程度的影响及其与银屑病发病风险的关联。我们采用先进的机器学习技术进行数据分析,分析了2009-2014年NHANES调查中21942名参与者使用益生菌与银屑病之间的关系。我们还进行了一项单独的荟萃分析,以评估益生菌对银屑病的严重程度、生活质量和一些相关炎症因素的影响。二分法数据采用与 95% 置信区间 (CI) 相对应的几率比 (OR) 进行分析。对 NHANES 数据的分析表明,益生菌摄入量与银屑病发病风险之间没有统计学意义上的显著关联。不过,荟萃分析表明,补充益生菌可显著降低银屑病面积和严重程度指数(PASI)的评分,包括 PASI 评分变化和数据后变化,并增强 PASI 75(OR = 4.80,95% CI = 2.92-7.89)和清除反应(OR = 3.14,95% CI = 1.99-4.96),以及降低炎症标志物水平。而生活质量的改善仅在治疗后的数据中观察到。虽然益生菌补充剂似乎并不能降低银屑病的发病风险,但对减轻疾病的严重程度却有显著的积极作用。注册于 PROSPERO:注册号 CRD42023484417。
Probiotic Supplements Benefit Psoriasis Therapy Rather Than Affecting Disease Risk: Evidence from NHANES Machine-Learning and Meta-Analysis Study.
This research aimed to evaluate the impact of probiotic supplementation on the severity of psoriasis symptoms and its association with the risk of developing the disease. We analyzed the association between probiotic usage and psoriasis among 21,942 participants from the 2009-2014 NHANES, employing advanced machine learning techniques for data analysis. A separate meta-analysis was conducted to assess the effects of probiotics on the severity, life quality, and some related inflammation factors. Dichotomous data were analyzed using odds ratios (ORs) corresponding to the 95% confidence interval (CI). Analysis of NHANES data did not reveal a statistically significant association between probiotic intake and the risk of psoriasis. However, the meta-analysis indicated that probiotic supplementation significantly lowers Psoriasis Area and Severity Index (PASI) scores both for change in PASI score and post-data change, and enhances PASI 75 (OR = 4.80, 95% CI = 2.92-7.89) and clearance responses (OR = 3.14, 95% CI = 1.99-4.96), as well as reduced levels of inflammatory markers. While the improvement of life quality was only observed in the post-treatment data. While probiotic supplements do not appear to reduce the risk of psoriasis, they have a significant positive effect on reducing disease severity. Registered on PROSPERO: Registration number CRD42023484417.
期刊介绍:
Probiotics and Antimicrobial Proteins publishes reviews, original articles, letters and short notes and technical/methodological communications aimed at advancing fundamental knowledge and exploration of the applications of probiotics, natural antimicrobial proteins and their derivatives in biomedical, agricultural, veterinary, food, and cosmetic products. The Journal welcomes fundamental research articles and reports on applications of these microorganisms and substances, and encourages structural studies and studies that correlate the structure and functional properties of antimicrobial proteins.