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Peng H, Zhang J, Huang X, Xu M, Huang J, Wu Y, Peng XE. Development and validation of an online dynamic nomogram based on the atherogenic index of plasma to screen nonalcoholic fatty liver disease. Lipids Health Dis 2023; 22:44. [PMID: 36991386 DOI: 10.1186/s12944-023-01808-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Accepted: 03/22/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD), a common liver disease worldwide, can be reversed early in life with lifestyle and medical interventions. This study aimed to develop a noninvasive tool to screen NAFLD accurately. METHODS Risk factors for NAFLD were identified using multivariate logistic regression analysis, and an online NAFLD screening nomogram was developed. The nomogram was compared with reported models (fatty liver index (FLI), atherogenic index of plasma (AIP), and hepatic steatosis index (HSI)). Nomogram performance was evaluated through internal and external validation (National Health and Nutrition Examination Survey (NHANES) database). RESULTS The nomogram was developed based on six variables. The diagnostic performance of the present nomogram for NAFLD (area under the receiver operator characteristic curve (AUROC): 0.863, 0.864, and 0.833, respectively) was superior to that of the HSI (AUROC: 0.835, 0.833, and 0.810, respectively) and AIP (AUROC: 0.782, 0.773, and 0.728, respectively) in the training, validation, and NHANES sets. Decision curve analysis and clinical impact curve analysis presented good clinical utility. CONCLUSION This study establishes a new online dynamic nomogram with excellent diagnostic and clinical performance. It has the potential to be a noninvasive and convenient method for screening individuals at high risk for NAFLD.
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Affiliation(s)
- Hewei Peng
- Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Xuefu North Road 1St, Shangjie Town, Minhou Country, Fuzhou, 350108, Fujian, China
| | - Junchao Zhang
- Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Xuefu North Road 1St, Shangjie Town, Minhou Country, Fuzhou, 350108, Fujian, China
| | - Xianhua Huang
- Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Xuefu North Road 1St, Shangjie Town, Minhou Country, Fuzhou, 350108, Fujian, China
| | - Miao Xu
- Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Xuefu North Road 1St, Shangjie Town, Minhou Country, Fuzhou, 350108, Fujian, China
| | - Jingru Huang
- Grade 2022, Clinical Medicine Major, Integrated Chinese and Western medicine school, Fujian University of Traditional Chinese Medicine, 350108, Fuzhou, China
| | - Yunli Wu
- Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, 350108, China
| | - Xian-E Peng
- Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Xuefu North Road 1St, Shangjie Town, Minhou Country, Fuzhou, 350108, Fujian, China.
- Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, 350108, China.
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Del Barrio M, Lavín L, Santos-Laso Á, Arias-Loste MT, Odriozola A, Rodriguez-Duque JC, Rivas C, Iruzubieta P, Crespo J. Faecal Microbiota Transplantation, Paving the Way to Treat Non-Alcoholic Fatty Liver Disease. Int J Mol Sci 2023; 24:ijms24076123. [PMID: 37047094 PMCID: PMC10094628 DOI: 10.3390/ijms24076123] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 03/12/2023] [Accepted: 03/21/2023] [Indexed: 04/14/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is currently the most prevalent cause of chronic liver disease (CLD). Currently, the only therapeutic recommendation available is a lifestyle change. However, adherence to this approach is often difficult to guarantee. Alteration of the microbiota and an increase in intestinal permeability seem to be key in the development and progression of NAFLD. Therefore, the manipulation of microbiota seems to provide a promising therapeutic strategy. One way to do so is through faecal microbiota transplantation (FMT). Here, we summarize the key aspects of FMT, detail its current indications and highlight the most recent advances in NAFLD.
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Affiliation(s)
- María Del Barrio
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, Av. Valdecilla 25, 39008 Santander, Cantabria, Spain
| | - Lucía Lavín
- Clinical Trial Agency Valdecilla-IDIVAL, Marqués de Valdecilla University Hospital, Av. Valdecilla, 25, 39008 Santander, Cantabria, Spain
| | - Álvaro Santos-Laso
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, Av. Valdecilla 25, 39008 Santander, Cantabria, Spain
| | - Maria Teresa Arias-Loste
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, Av. Valdecilla 25, 39008 Santander, Cantabria, Spain
| | - Aitor Odriozola
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, Av. Valdecilla 25, 39008 Santander, Cantabria, Spain
| | - Juan Carlos Rodriguez-Duque
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, Av. Valdecilla 25, 39008 Santander, Cantabria, Spain
| | - Coral Rivas
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, Av. Valdecilla 25, 39008 Santander, Cantabria, Spain
| | - Paula Iruzubieta
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, Av. Valdecilla 25, 39008 Santander, Cantabria, Spain
| | - Javier Crespo
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, Av. Valdecilla 25, 39008 Santander, Cantabria, Spain
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Mitsinikos T, Mrowczynski-Hernandez P, Kohli R. Pediatric Nonalcoholic Fatty Liver Disease. Pediatr Clin North Am 2021; 68:1309-1320. [PMID: 34736591 DOI: 10.1016/j.pcl.2021.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Obesity has led fatty liver disease to become the most common chronic liver disease in children worldwide. Pediatric professional organizations have agreed that screening for fatty liver disease in children is the need of the hour. Once identified, prevention is key through appropriate dietary and activity prescriptions. Research continues to identify key pathways and genetic risk factors that predispose certain children to the more severe manifestations of this silent epidemic. We hope these novel observations lead to breakthrough treatments for these children that are severely impacted, such that they may no longer need liver transplantation as young adults.
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Affiliation(s)
- Tania Mitsinikos
- Children's Hospital Los Angeles, 4650 Sunset Boulevard, MS #78, Los Angeles, CA 90027, USA
| | | | - Rohit Kohli
- Children's Hospital Los Angeles, 4650 Sunset Boulevard, MS #78, Los Angeles, CA 90027, USA.
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