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Rashu EB, Werge MP, Hetland LE, Thing M, Nabilou P, Kimer N, Junker AE, Jensen ASH, Nordestgaard BG, Stender S, Gluud LL. Use of PNPLA3, TM6SF2, and HSD17B13 for detection of fibrosis in MASLD in the general population. Clin Res Hepatol Gastroenterol 2024; 48:102389. [PMID: 38830575 DOI: 10.1016/j.clinre.2024.102389] [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] [Received: 02/21/2024] [Revised: 05/21/2024] [Accepted: 05/29/2024] [Indexed: 06/05/2024]
Abstract
BACKGROUND Genetic testing can be used to evaluate disease risk. We evaluated if the use of three Single Nucleotide Polymorphisms (SNPs), alone or combined into a genetic risk score (GRS), can aid identify significant fibrosis in subjects with metabolic dysfunction-associated steatotic liver disease (MASLD). METHODS We assessed three known risk variants: PNPLA3 rs738409, TM6SF2 rs58542926, and HSD17B13 rs72613567. The study included 414 adult individuals invited from the Danish population, who were defined as at-risk of MASLD due to elevated ALT and body mass index (BMI) >25 kg/m2. Participants were assessed clinically and by the Fibrosis-4 (FIB-4) index and Fibroscan. RESULTS In total, 17 participants (4.1%) had alcohol-related liver disease, 79 (19.1%) had no evidence of liver disease, and four (1.0%) were diagnosed with other liver diseases, including malignant disease. The remaining 314 participants (75.8%) were diagnosed with MASLD. Of the 27 who underwent a liver biopsy for suspected fibrosis, 15 had significant fibrosis (≥F2) and 12 had no/mild fibrosis (F0/F1). The GRS was not associated with significant fibrosis (p=0.09) but PNPLA3 was with an odds ratio of 6.75 (95% CI 1.29 - 50.7; p=0.039) risk allele CG/GG versus CC. The diagnostic accuracy of PNPLA3 combined with an increased Fib-4 (>1.3) was excellent for detecting significant fibrosis with a sensitivity of 1.00 (95% CI 0.72-1.00), but the specificity was no better than for FIB-4 alone. CONCLUSIONS This study found no evidence to support the use of GRS for diagnosing significant fibrosis in MASLD. However, the combination of PNPLA3 and Fib-4 increased sensitivity considerably. In addition, ALT remains a useful tool for screening diagnosing other liver diseases than MASLD.
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Affiliation(s)
| | | | | | - Mira Thing
- Gastro Unit, Copenhagen University Hospital Hvidovre, Denmark
| | - Puria Nabilou
- Gastro Unit, Copenhagen University Hospital Hvidovre, Denmark
| | - Nina Kimer
- Gastro Unit, Copenhagen University Hospital Hvidovre, Denmark
| | | | - Anne-Sofie Houlberg Jensen
- Gastro Unit, Copenhagen University Hospital Hvidovre, Denmark; Department of Clinical Biochemistry, Copenhagen University Hospital - Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
| | - Børge Grønne Nordestgaard
- Department of Clinical Biochemistry, Copenhagen University Hospital - Herlev and Gentofte, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Stefan Stender
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Department of Clinical Biochemistry, Rigshospitalet, Copenhagen, Denmark
| | - Lise Lotte Gluud
- Gastro Unit, Copenhagen University Hospital Hvidovre, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Sohouli MH, Bagheri SE, Fatahi S, Rohani P. The effects of weight loss interventions on children and adolescents with non-alcoholic fatty liver disease: A systematic review and meta-analysis. Obes Sci Pract 2024; 10:e758. [PMID: 38682153 PMCID: PMC11047132 DOI: 10.1002/osp4.758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 03/26/2024] [Accepted: 04/12/2024] [Indexed: 05/01/2024] Open
Abstract
Background Overall, there is conflicting evidence regarding the beneficial effects of optimal lifestyle modification, particularly weight loss interventions, with nonalcoholic fatty liver disease (non-alcoholic fatty liver disease (NAFLD)). Therefore, this study investigated the effects of weight loss interventions on laboratory and clinical parameters in children and adolescents with NAFLD. Methods Original databases (PubMed/MEDLINE, Web of Science, SCOPUS, and Embase) were searched using standard keywords to identify all controlled trials investigating the effects of weight loss interventions among NAFLD children and adolescents. Pooled weighted mean difference and 95% confidence intervals were achieved by random-effects model analysis. Results Eighteen eligible clinical trials were included in this systematic review and meta-analysis. The pooled findings showed that especially more intense weight loss interventions significantly reduced the glucose (p = 0.007), insulin (p = 0.002), homeostatic model assessment-insulin resistance (HOMA-IR) (p = 0.003), weight (p = 0.025), body mass index (BMI) (p = 0.003), BMI z-score (p < 0.001), waist circumference (WC) (p = 0.013), triglyceride (TG) (p = 0.001), and aspartate transaminase (AST) (p = 0.027). However, no significant changes were found in total cholesterol, low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), alanine transaminase (ALT), and hepatic steatosis grades (all p > 0.05) following weight loss interventions. Conclusions Weight loss interventions had significant effects on NAFLD-related parameters including glucose, insulin, HOMA-IR, weight, BMI, BMI z-score, WC, TG, and AST.
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Affiliation(s)
- Mohammad Hassan Sohouli
- Student Research CommitteeDepartment of Clinical Nutrition and DieteticsFaculty of Nutrition and Food TechnologyShahid Beheshti University of Medical SciencesTehranIran
- Pediatric Gastroenterology and Hepatology Research CenterPediatrics Centre of ExcellenceChildren's Medical CenterTehran University of Medical SciencesTehranIran
| | | | - Somaye Fatahi
- Pediatric Gastroenterology, Hepatology, and Nutrition Research CenterResearch Institute for Children's HealthShahid Beheshti University of Medical SciencesTehranIran
| | - Pejman Rohani
- Pediatric Gastroenterology and Hepatology Research CenterPediatrics Centre of ExcellenceChildren's Medical CenterTehran University of Medical SciencesTehranIran
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Kolawole OJ, Oje MM, Betiku OA, Ijarotimi O, Adekanle O, Ndububa DA. Correlation of alanine aminotransferase levels and a histological diagnosis of steatohepatitis with ultrasound-diagnosed metabolic-associated fatty liver disease in patients from a centre in Nigeria. BMC Gastroenterol 2024; 24:147. [PMID: 38724942 PMCID: PMC11080075 DOI: 10.1186/s12876-024-03237-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Accepted: 04/22/2024] [Indexed: 05/13/2024] Open
Abstract
BACKGROUND Metabolic-associated fatty liver disease (MAFLD) is defined as the occurrence of hepatic fat accumulation in patients with negligible alcohol consumption or any other cause of hepatic steatosis. This study aimed to correlate the ultrasound-based diagnosis of MAFLD with the histological diagnosis of nonalcoholic steatohepatitis (NASH) and alanine aminotransferase (ALT) levels in patients with MAFLD. METHODS This was a hospital-based cross-sectional study of 71 patients with MAFLD diagnosed by ultrasound. Percutaneous liver biopsy was performed for histological evidence of NASH in all patients, regardless of liver function test (LFT) values, provided that they had no contraindications. Liver histology was graded using the NASH Clinical Research Network MAFLD Activity Score. The data obtained were entered into SPSS version 21 and analysed using descriptive and inferential statistics. The significance level was set at < 0.05. RESULTS A total of 71 patients (26 males and 45 females) with MAFLD were included. Thirty-nine (76.5%) patients with MAFLD and normal ALT levels had NASH, while 14 (82.4%) had elevated ALT levels. There was no statistically significant difference in the histological grade of NASH between patients with normal and elevated ALT levels. A weak correlation was found between the severity of steatosis on ultrasound scan and NASH incidence (p = 0.026). The sensitivity and specificity of ALT levels for predicting NASH according to the area under the receiver operating characteristics (AUROC 0.590) at an ALT cut-off value of 27.5 IU/L were 55.8% and 64.7%, respectively. CONCLUSION NASH can occur in patients with MAFLD, irrespective of alanine transaminase (ALT) levels, and ultrasound grading of the severity of steatosis cannot accurately predict NASH. Liver biopsy remains the investigation of choice.
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Affiliation(s)
- O J Kolawole
- Department of General Medicine, Frimley Health NHS Foundation Trust, Wexham Park Hospital, Slough, SL2 4HL, UK.
| | - M M Oje
- Department of Medicine, LAUTECH Teaching Hospital, Ogbomoso, Oyo State, Nigeria
| | - O A Betiku
- Department of Morbid Anatomy, College of Health Sciences, Obafemi Awolowo University Teaching Hospital Complex, Ile-Ife, Osun State, Nigeria
| | - O Ijarotimi
- Department of Medicine, Faculty of Clinical Sciences, Obafemi Awolowo University and Obafemi Awolowo University Teaching Hospital Complex, Ile-Ife, Osun State, Nigeria
| | - O Adekanle
- Department of Medicine, Faculty of Clinical Sciences, Obafemi Awolowo University and Obafemi Awolowo University Teaching Hospital Complex, Ile-Ife, Osun State, Nigeria
| | - D A Ndububa
- Department of Medicine, Faculty of Clinical Sciences, Obafemi Awolowo University and Obafemi Awolowo University Teaching Hospital Complex, Ile-Ife, Osun State, Nigeria
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McHenry S, Glover M, Ahmed A, Alayo Q, Zulfiqar M, Ludwig DR, Ciorba MA, Davidson NO, Deepak P. NAFLD Is Associated With Quiescent Rather Than Active Crohn's Disease. Inflamm Bowel Dis 2024; 30:757-767. [PMID: 37454277 DOI: 10.1093/ibd/izad129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND AND AIMS Crohn's disease (CD) confers an increased risk of nonalcoholic fatty liver disease (NAFLD), but the pathogenesis remains poorly understood. We determined if active intestinal inflammation increases the risk of NAFLD in patients with CD. METHODS Two cohorts (2017/2018 and 2020) with CD and no known liver disease were enrolled consecutively during staging magnetic resonance enterography. We quantified proton density fat fraction, MaRIA (Magnetic Resonance Index of Activity), and visceral adipose tissue. NAFLD was diagnosed when proton density fat fraction ≥5.5%. Synchronous endoscopy was graded by the Simple Endoscopic Score for CD and Rutgeerts score, while clinical activity was graded by the Harvey-Bradshaw index. Cytokine profiling was performed for the 2020 cohort. Transient elastography and liver biopsy were requested by standard of care. RESULTS NAFLD was diagnosed in 40% (n = 144 of 363), with higher prevalence during radiographically quiescent disease (odds ratio, 1.7; P = .01), independent of body mass index/visceral adipose tissue (adjusted odds ratio, 7.8; P = .03). These findings were corroborated by endoscopic disease activity, but not by aggregate clinical symptoms. Circulating interleukin-8 was independent of body mass index to predict NAFLD, but traditional proinflammatory cytokines were not. NAFLD subjects had similar liver stiffness estimates regardless of CD activity. Definitive or borderline steatohepatitis was present in most patients that underwent liver biopsy. CONCLUSIONS Quiescent CD is associated with risk of NAFLD. These findings suggest potentially distinct pathogenic mechanisms of NAFLD in patients with CD compared with the prevailing leaky gut hypothesis proposed for individuals without inflammatory bowel disease. Future validation and mechanistic studies are needed to dissect these distinct disease modifying factors.
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Affiliation(s)
- Scott McHenry
- Division of Gastroenterology, Washington University in St. Louis, St. Louis, MO, USA
| | - Matthew Glover
- Division of Gastroenterology, Washington University in St. Louis, St. Louis, MO, USA
| | - Ali Ahmed
- Division of Gastroenterology, Washington University in St. Louis, St. Louis, MO, USA
- Inflammatory Bowel Disease Section, Washington University in St. Louis, St. Louis, MO, USA
| | - Quazim Alayo
- Division of Gastroenterology, Washington University in St. Louis, St. Louis, MO, USA
- Inflammatory Bowel Disease Section, Washington University in St. Louis, St. Louis, MO, USA
| | - Maria Zulfiqar
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Daniel R Ludwig
- Department of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Matthew A Ciorba
- Division of Gastroenterology, Washington University in St. Louis, St. Louis, MO, USA
- Inflammatory Bowel Disease Section, Washington University in St. Louis, St. Louis, MO, USA
| | - Nicholas O Davidson
- Division of Gastroenterology, Washington University in St. Louis, St. Louis, MO, USA
| | - Parakkal Deepak
- Division of Gastroenterology, Washington University in St. Louis, St. Louis, MO, USA
- Inflammatory Bowel Disease Section, Washington University in St. Louis, St. Louis, MO, USA
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Condon S, Hu H, Kong M, Cave MC, McClain CJ. ALT poorly predicts Nonalcoholic Fatty Liver Disease (NAFLD) and liver fibrosis as determined by vibration-controlled transient elastography in adult National Health and Nutrition Examination Survey 2017-2018. Am J Med Sci 2024; 367:310-322. [PMID: 38307172 DOI: 10.1016/j.amjms.2024.01.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 01/24/2024] [Accepted: 01/25/2024] [Indexed: 02/04/2024]
Abstract
BACKGROUND Non-alcoholic fatty liver disease is a growing problem in the United States, contributing to a range of liver disease as well as cardiovascular disease. ALT is the most widely used liver chemistry for NAFLD evaluation. We hypothesized that the normal range many laboratories use was too high, missing many patients with clinically important steatosis and/or fibrosis. METHODS This study utilized 2017-2018 NHANES data including 9254 participants. We compared four different upper limits of normal for ALT with specific measurements of steatosis and liver stiffness as determined by liver elastography with FibroScan®. Liver stiffness was further characterized as showing any fibrosis or advanced fibrosis. After exclusions, our final pool was 4184 for liver stiffness measurement and 4183 for steatosis grade as measured by Controlled Attenuation Parameter (CAP). Using these variables, we performed logistic regression between ALT and CAP, and ALT and fibrosis/advanced fibrosis, and did a Receiver Operating Characteristic curve. RESULTS Based on three of the most widely used cut off values for ALT, we found that ALT does not reliably rule out NAFLD in over 50% of cases. It also missed 45.9-64.2% of patients with liver fibrosis. CONCLUSIONS Our study revealed that ALT is an inaccurate marker for NAFLD as measured by FibroScan® with CAP greater than or equal to 300 dB/m. Accuracy improved specific risk factors were considered. These data also showed that ALT was a poor marker for liver fibrosis. We conclude that there is no single ALT level that accurately predicts hepatic steatosis or fibrosis.
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Affiliation(s)
- Sally Condon
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Louisville, Louisville, KY, USA; The Liver Transplant Program at UofL Health - Jewish Hospital Trager Transplant Center, Louisville, KY, USA
| | - Huirong Hu
- Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, KY, USA
| | - Maiying Kong
- Department of Bioinformatics and Biostatistics, University of Louisville, Louisville, KY, USA
| | - Matthew C Cave
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Louisville, Louisville, KY, USA; The Liver Transplant Program at UofL Health - Jewish Hospital Trager Transplant Center, Louisville, KY, USA; University of Louisville Alcohol Research Center, Louisville, KY, USA; Hepatobiology & Toxicology Center, Louisville, KY, USA; Robley Rex VA Medical Center, Louisville, KY, USA
| | - Craig J McClain
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Louisville, Louisville, KY, USA; The Liver Transplant Program at UofL Health - Jewish Hospital Trager Transplant Center, Louisville, KY, USA; University of Louisville Alcohol Research Center, Louisville, KY, USA; Hepatobiology & Toxicology Center, Louisville, KY, USA; Robley Rex VA Medical Center, Louisville, KY, USA.
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6
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Lingyu M, Hongguang L, Mingdong Z, Na L, Yahui L. Aminotransferases as causal factors for metabolic syndrome: A bidirectional Mendelian randomization study. PLoS One 2024; 19:e0302209. [PMID: 38662679 PMCID: PMC11045112 DOI: 10.1371/journal.pone.0302209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 03/30/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND Circulating aminotransferases (ALT and AST) have been used as biomarkers for liver injury. The causal relationships between aminotransferases and metabolic syndrome remain ambiguous. METHODS We conducted bidirectional and multivariable Mendelian randomization (MR) analyses between aminotransferases and traits related to metabolic syndrome using genetic variants obtained from genome-wide association studies (GWASs). MR-PRESSO tests were adopted to remove outliers and eliminate pleiotropy. MR steiger tests were conducted to ensure the correct direction of the causal effects. RESULTS Both aminotransferases were risk factors for essential hypertension. ALT is a risk factor for type 2 diabetes. The bidirectional causal relationship between ALT and hyperglycemia, serum lipids, and obesity was demonstrated. The effect of fasting glucose on AST was demonstrated, while type 2 diabetes did not affect AST. The effect of HDL-C on ALT and the effect of triglycerides on AST were found in multivariable MR analyses. CONCLUSIONS Our bidirectional MR analyses suggest that ALT and AST are causally associated with several metabolic syndrome-related traits, especially hypertension and type 2 diabetes. These findings highlight the potential role of aminotransferases as biomarkers and therapeutic targets for metabolic syndrome.
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Affiliation(s)
- Meng Lingyu
- Hepatobiliary and Pancreatic Surgery Department, General Surgery Center, First Hospital of Jilin University, Changchun, Jilin, China
| | - Li Hongguang
- Office of Hospital Infection Control, The Third Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, Jilin, China
| | - Zhang Mingdong
- Faculty of Rehabilitation Medicine, Changchun University of Chinese Medicine, Changchun, Jilin, China
| | - Li Na
- Beihua University, Changchun, Jilin, China
| | - Liu Yahui
- Hepatobiliary and Pancreatic Surgery Department, General Surgery Center, First Hospital of Jilin University, Changchun, Jilin, China
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Chen JF, Wu ZQ, Liu HS, Yan S, Wang YX, Xing M, Song XQ, Ding SY. Cumulative effects of excess high-normal alanine aminotransferase levels in relation to new-onset metabolic dysfunction-associated fatty liver disease in China. World J Gastroenterol 2024; 30:1346-1357. [PMID: 38596503 PMCID: PMC11000085 DOI: 10.3748/wjg.v30.i10.1346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 01/12/2024] [Accepted: 02/18/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND Within the normal range, elevated alanine aminotransferase (ALT) levels are associated with an increased risk of metabolic dysfunction-associated fatty liver disease (MAFLD). AIM To investigate the associations between repeated high-normal ALT measurements and the risk of new-onset MAFLD prospectively. METHODS A cohort of 3553 participants followed for four consecutive health examinations over 4 years was selected. The incidence rate, cumulative times, and equally and unequally weighted cumulative effects of excess high-normal ALT levels (ehALT) were measured. Cox proportional hazards regression was used to analyse the association between the cumulative effects of ehALT and the risk of new-onset MAFLD. RESULTS A total of 83.13% of participants with MAFLD had normal ALT levels. The incidence rate of MAFLD showed a linear increasing trend in the cumulative ehALT group. Compared with those in the low-normal ALT group, the multivariate adjusted hazard ratios of the equally and unequally weighted cumulative effects of ehALT were 1.651 [95% confidence interval (CI): 1.199-2.273] and 1.535 (95%CI: 1.119-2.106) in the third quartile and 1.616 (95%CI: 1.162-2.246) and 1.580 (95%CI: 1.155-2.162) in the fourth quartile, respectively. CONCLUSION Most participants with MAFLD had normal ALT levels. Long-term high-normal ALT levels were associated with a cumulative increased risk of new-onset MAFLD.
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Affiliation(s)
- Jing-Feng Chen
- Health Management Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Zhuo-Qing Wu
- Institute of Systems Engineering, Dalian University of Technology, Dalian 116024, Liaoning Province, China
| | - Hao-Shuang Liu
- Health Management Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Su Yan
- Health Management Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - You-Xiang Wang
- College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan Province, China
| | - Miao Xing
- School of Basic Medicine and Forensic Medicine, Henan University of Science and Technology, Luoyang 471003, Henan Province, China
| | - Xiao-Qin Song
- Health Management Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Su-Ying Ding
- Health Management Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
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Lusnig L, Sagingalieva A, Surmach M, Protasevich T, Michiu O, McLoughlin J, Mansell C, De' Petris G, Bonazza D, Zanconati F, Melnikov A, Cavalli F. Hybrid Quantum Image Classification and Federated Learning for Hepatic Steatosis Diagnosis. Diagnostics (Basel) 2024; 14:558. [PMID: 38473030 DOI: 10.3390/diagnostics14050558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 02/17/2024] [Accepted: 02/26/2024] [Indexed: 03/14/2024] Open
Abstract
In the realm of liver transplantation, accurately determining hepatic steatosis levels is crucial. Recognizing the essential need for improved diagnostic precision, particularly for optimizing diagnosis time by swiftly handling easy-to-solve cases and allowing the expert time to focus on more complex cases, this study aims to develop cutting-edge algorithms that enhance the classification of liver biopsy images. Additionally, the challenge of maintaining data privacy arises when creating automated algorithmic solutions, as sharing patient data between hospitals is restricted, further complicating the development and validation process. This research tackles diagnostic accuracy by leveraging novel techniques from the rapidly evolving field of quantum machine learning, known for their superior generalization abilities. Concurrently, it addresses privacy concerns through the implementation of privacy-conscious collaborative machine learning with federated learning. We introduce a hybrid quantum neural network model that leverages real-world clinical data to assess non-alcoholic liver steatosis accurately. This model achieves an image classification accuracy of 97%, surpassing traditional methods by 1.8%. Moreover, by employing a federated learning approach that allows data from different clients to be shared while ensuring privacy, we maintain an accuracy rate exceeding 90%. This initiative marks a significant step towards a scalable, collaborative, efficient, and dependable computational framework that aids clinical pathologists in their daily diagnostic tasks.
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Affiliation(s)
- Luca Lusnig
- Terra Quantum AG, 9000 St. Gallen, Switzerland
- Research Unit of Paleoradiology and Allied Sciences, Laboratorio di Telematica Sanitaria-Struttura Complessa Informatica e Telecomunicazioni, Azienda Sanitaria Universitaria Giuliana Isontina, 34149 Trieste, Italy
| | | | | | | | | | | | | | - Graziano De' Petris
- Laboratorio di Telematica Sanitaria-Struttura Complessa Informatica e Telecomunicazioni, Azienda Sanitaria Universitaria Giuliana Isontina, 34149 Trieste, Italy
| | - Deborah Bonazza
- Department of Medical, Surgical and Health Sciences, University of Trieste, Cattinara Academic Hospital, 34149 Trieste, Italy
| | - Fabrizio Zanconati
- Department of Medical, Surgical and Health Sciences, University of Trieste, Cattinara Academic Hospital, 34149 Trieste, Italy
| | | | - Fabio Cavalli
- Research Unit of Paleoradiology and Allied Sciences, Laboratorio di Telematica Sanitaria-Struttura Complessa Informatica e Telecomunicazioni, Azienda Sanitaria Universitaria Giuliana Isontina, 34149 Trieste, Italy
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Calcaterra V, Degrassi I, Taranto S, Porro C, Bianchi A, L’assainato S, Silvestro GS, Quatrale A, Zuccotti G. Metabolic Dysfunction-Associated Fatty Liver Disease (MAFLD) and Thyroid Function in Childhood Obesity: A Vicious Circle? CHILDREN (BASEL, SWITZERLAND) 2024; 11:244. [PMID: 38397356 PMCID: PMC10887660 DOI: 10.3390/children11020244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 02/10/2024] [Accepted: 02/14/2024] [Indexed: 02/25/2024]
Abstract
Metabolic dysfunction-associated fatty liver disease (MAFLD) is a multisystem disorder characterized by the presence of fatty liver degeneration associated with excess adiposity or prediabetes/type 2 diabetes or metabolic dysregulation. An intricate relationship between the liver and thyroid has been reported in both health and disease. Simultaneously, there is a strong correlation between obesity and both MAFLD and thyroid dysfunction. In this narrative review, we highlighted the relationship between MAFLD and thyroid function in children and adolescents with obesity in order to explore how thyroid hormones (THs) act as predisposing factors in the onset, progression, and sustainability of MAFLD. THs are integral to the intricate balance of metabolic activities, ensuring energy homeostasis, and are indispensable for growth and development. Regarding liver homeostasis, THs have been suggested to interact with liver lipid homeostasis through a series of processes, including stimulating the entry of free fatty acids into the liver for esterification into triglycerides and increasing mitochondrial β-oxidation of fatty acids to impact hepatic lipid accumulation. The literature supports a correlation between MAFLD and obesity, THs and obesity, and MAFLD and THs; however, results in the pediatric population are very limited. Even though the underlying pathogenic mechanism involved in the relationship between MAFLD and thyroid function remains not fully elucidated, the role of THs as predisposing factors of MAFLD could be postulated. A potential vicious circle among these three conditions cannot be excluded. Identifying novel elements that may contribute to MAFLD could offer a practical approach to assessing children at risk of developing the condition.
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Affiliation(s)
- Valeria Calcaterra
- Pediatric and Adolescent Unit, Department of Internal Medicine, University of Pavia, 27100 Pavia, Italy
- Pediatric Department, Buzzi Children’s Hospital, 20154 Milan, Italy; (I.D.); (S.T.); (C.P.); (A.B.); (S.L.); (G.S.S.); (A.Q.); (G.Z.)
| | - Irene Degrassi
- Pediatric Department, Buzzi Children’s Hospital, 20154 Milan, Italy; (I.D.); (S.T.); (C.P.); (A.B.); (S.L.); (G.S.S.); (A.Q.); (G.Z.)
| | - Silvia Taranto
- Pediatric Department, Buzzi Children’s Hospital, 20154 Milan, Italy; (I.D.); (S.T.); (C.P.); (A.B.); (S.L.); (G.S.S.); (A.Q.); (G.Z.)
| | - Cecilia Porro
- Pediatric Department, Buzzi Children’s Hospital, 20154 Milan, Italy; (I.D.); (S.T.); (C.P.); (A.B.); (S.L.); (G.S.S.); (A.Q.); (G.Z.)
| | - Alice Bianchi
- Pediatric Department, Buzzi Children’s Hospital, 20154 Milan, Italy; (I.D.); (S.T.); (C.P.); (A.B.); (S.L.); (G.S.S.); (A.Q.); (G.Z.)
| | - Sara L’assainato
- Pediatric Department, Buzzi Children’s Hospital, 20154 Milan, Italy; (I.D.); (S.T.); (C.P.); (A.B.); (S.L.); (G.S.S.); (A.Q.); (G.Z.)
| | - Giustino Simone Silvestro
- Pediatric Department, Buzzi Children’s Hospital, 20154 Milan, Italy; (I.D.); (S.T.); (C.P.); (A.B.); (S.L.); (G.S.S.); (A.Q.); (G.Z.)
| | - Antonia Quatrale
- Pediatric Department, Buzzi Children’s Hospital, 20154 Milan, Italy; (I.D.); (S.T.); (C.P.); (A.B.); (S.L.); (G.S.S.); (A.Q.); (G.Z.)
| | - Gianvincenzo Zuccotti
- Pediatric Department, Buzzi Children’s Hospital, 20154 Milan, Italy; (I.D.); (S.T.); (C.P.); (A.B.); (S.L.); (G.S.S.); (A.Q.); (G.Z.)
- Department of Biomedical and Clinical Science “L. Sacco”, University of Milan, 20157 Milan, Italy
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Ito Y, Yoshioka K, Hayashi K, Shimizu Y, Fujimoto R, Yamane R, Yoshizaki M, Kajikawa G, Mizutani T, Goto H. Prevalence of Non-alcoholic Fatty Liver Disease Detected by Computed Tomography in the General Population Compared with Ultrasonography. Intern Med 2024; 63:159-167. [PMID: 37225482 PMCID: PMC10864065 DOI: 10.2169/internalmedicine.1861-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 04/09/2023] [Indexed: 05/26/2023] Open
Abstract
Objective To assess the prevalence and clinical correlates of non-alcoholic fatty liver disease (NAFLD) identified by computed tomography (CT) in the general population compared with ultrasonography (US). Methods Four hundred and fifty-eight subjects who received health checkups at Meijo Hospital in 2021 and underwent CT within a year of US in the past decade were analyzed. The mean age was 52.3±10.1 years old, and 304 were men. Results NAFLD was diagnosed in 20.3% by CT and in 40.4% by the US. The NAFLD prevalence in men was considerably greater in subjects 40-59 years old than in those ≤39 years old and in those ≥60 years old by both CT and US. The NAFLD prevalence in women was substantially higher in the subjects 50-59 years old than in those ≤49 years old or those ≥60 years old on US, while no significant differences were observed on CT. The abdominal circumference, hemoglobin value, high-density lipoprotein cholesterol level, albumin level, and diabetes mellitus were independent predictors of NAFLD diagnosed by CT. The body mass index, abdominal circumference, and triglyceride level were independent predictors of NAFLD diagnosed by the US. Conclusion NAFLD was found in 20.3% of CT cases and 40.4% of US cases among recipients of health checkups. An "inverted U curve" in which the NAFLD prevalence rose with age and dropped in late adulthood was reported. NAFLD was associated with obesity, the lipid profile, diabetes mellitus, hemoglobin values, and albumin levels. Our research is the first in the world to compare the NAFLD prevalence in the general population simultaneously by CT and US.
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Affiliation(s)
- Yuki Ito
- Department of Gastroenterology and Hepatology, Federation of National Public Service Personnel Mutual Aid Associations Meijo Hospital, Japan
| | - Kentaro Yoshioka
- Department of Gastroenterology and Hepatology, Federation of National Public Service Personnel Mutual Aid Associations Meijo Hospital, Japan
| | - Kazuhiko Hayashi
- Department of Gastroenterology and Hepatology, Federation of National Public Service Personnel Mutual Aid Associations Meijo Hospital, Japan
| | - Yuko Shimizu
- Department of Gastroenterology and Hepatology, Federation of National Public Service Personnel Mutual Aid Associations Meijo Hospital, Japan
| | - Ryo Fujimoto
- Department of Gastroenterology and Hepatology, Federation of National Public Service Personnel Mutual Aid Associations Meijo Hospital, Japan
| | - Ryosuke Yamane
- Department of Gastroenterology and Hepatology, Federation of National Public Service Personnel Mutual Aid Associations Meijo Hospital, Japan
| | - Michiyo Yoshizaki
- Department of Gastroenterology and Hepatology, Federation of National Public Service Personnel Mutual Aid Associations Meijo Hospital, Japan
| | - Go Kajikawa
- Department of Gastroenterology and Hepatology, Federation of National Public Service Personnel Mutual Aid Associations Meijo Hospital, Japan
| | - Taro Mizutani
- Department of Gastroenterology and Hepatology, Federation of National Public Service Personnel Mutual Aid Associations Meijo Hospital, Japan
| | - Hidemi Goto
- Department of Gastroenterology and Hepatology, Federation of National Public Service Personnel Mutual Aid Associations Meijo Hospital, Japan
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11
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van Son K, te Nijenhuis-Noort L, Boone S, Mook-Kanamori D, Holleboom A, Roos P, Lamb H, Alblas G, Coenraad M, Rosendaal F, de Mutsert R, Tushuizen M. Prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) in a middle-aged population with overweight and normal liver enzymes, and diagnostic accuracy of noninvasive proxies. Medicine (Baltimore) 2024; 103:e34934. [PMID: 38181294 PMCID: PMC10766322 DOI: 10.1097/md.0000000000034934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 08/04/2023] [Indexed: 01/07/2024] Open
Abstract
The prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) is increasing at an alarming rate. Elevated liver enzymes are a primary reason to refer patients for further testing. However, liver enzymes within the normal range do not exclude the presence of MASLD. We examined the prevalence of MASLD in a middle-aged population with overweight and normal liver enzymes. In addition, we examined the accuracy of 4 sets of noninvasive proxies for MASLD. We included 1017 participants from the Netherlands epidemiology of obesity cohort study with body mass index ≥25 kg/m2 and liver enzymes (asparate aminotransferase, alanine aminotransferase, gamma-glutamyltranspeptidase) within normal range. The diagnostic accuracy of biomarker scores (fatty liver index, liver fat score [LFS], STEATO-ELSA, and hepatic steatosis index) was determined against elevated hepatic triglyceride content measured by 1proton magnetic resonance spectroscopy. Participants (mean age 56 years, 49% women), had a median body mass index of 29.6 kg/m2 and a median hepatic triglyceride content of 4.4%. MASLD was present in 42% of participants and was more common in men than women, with respectively 47% and 36% being affected. The LFS showed the highest accuracy with an area under the curve of 0.72. We identified metabolic syndrome as the prime predictor for MASLD with an odds ratio of 2.95 (95% confidence interval 2.20-3.98). The prevalence of MASLD in middle-aged men and women with overweight and liver enzymes within the normal range is over 40%. LFS showed the highest accuracy to detect MASLD, but, overall, biomarker scores performed relatively poor. The presence of metabolic syndrome was the prime predictor of MASLD.
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Affiliation(s)
- K.C. van Son
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Vascular Medicine, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | | | - S.C. Boone
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - D.O. Mook-Kanamori
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - A.G. Holleboom
- Department of Vascular Medicine, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - P.R. Roos
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - H.J. Lamb
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - G. Alblas
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
| | - M.J. Coenraad
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
| | - F.R. Rosendaal
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - R. de Mutsert
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - M.E. Tushuizen
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
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12
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Roberts R, Williams DM, Min T, Barry J, Stephens JW. Benefits in routinely measured liver function tests following bariatric surgery: a retrospective cohort study. J Diabetes Metab Disord 2023; 22:1763-1768. [PMID: 37975098 PMCID: PMC10638127 DOI: 10.1007/s40200-023-01311-4] [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] [Received: 08/16/2023] [Accepted: 09/12/2023] [Indexed: 11/19/2023]
Abstract
Background Bariatric surgery is well-established to support long-term metabolic health benefits associated with considerable weight loss. Here, we aim to determine the longer-term impact of bariatric surgery on liver enzymes and associations with other metabolic improvements. Methods One hundred patients who underwent bariatric surgery between 2007 and 2014 were included, and changes in liver enzymes, anthropometric measures and other parameters were observed over a mean 9.8 years. Results At the time of surgery, the mean age was 45.4 ± 9.6 years, weight 141.2 ± 31.6 kg, and body mass index (BMI) 50.2 ± 10.1 kg/m2. Most patients underwent sleeve gastrectomy [n = 71] with a mean follow-up duration 9.8 ± 2.3 years. From baseline, alanine transaminase (ALT) reduced by 41.3% within 12 months post-operatively (36.6 ± 29.2 U/L to 21.5 ± 14.9 U/L, p < 0.001), which was sustained at recent follow-up (20.2 ± 10.7 U/L, p < 0.001). There were associated reductions in body weight, BMI, HbA1c, blood pressure and triglycerides. Patients with greater baseline ALT had the greatest reduction in ALT over follow-up. Conclusions Bariatric surgery is associated with rapid and sustained improvements in routine liver enzymes at 10 years, and sustained improvements in features of the metabolic syndrome. Supplementary Information The online version contains supplementary material available at 10.1007/s40200-023-01311-4.
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Affiliation(s)
- Richard Roberts
- Diabetes Centre, Morriston Hospital, Swansea Bay University Health Board, Swansea, SA6 6NL UK
| | - David M Williams
- Diabetes Centre, Morriston Hospital, Swansea Bay University Health Board, Swansea, SA6 6NL UK
- Diabetes Centre, Singleton Hospital, Swansea Bay University Health Board, Swansea, UK
| | - Thinzar Min
- Diabetes Centre, Singleton Hospital, Swansea Bay University Health Board, Swansea, UK
- Diabetes Research Group, Swansea University Medical School, Swansea University, Swansea, UK
- Diabetes Centre, Neath Port Talbot Hospital, Baglan Way, Port Talbot, SA12 7BX UK
| | - Jonathan Barry
- Welsh Institute of Metabolic & Obesity Surgery, Morriston Hospital, Swansea Bay UHB, Swansea, SA6 6NL UK
| | - Jeffrey W Stephens
- Diabetes Centre, Morriston Hospital, Swansea Bay University Health Board, Swansea, SA6 6NL UK
- Diabetes Research Group, Swansea University Medical School, Swansea University, Swansea, UK
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13
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Keating SE, Sabag A, Hallsworth K, Hickman IJ, Macdonald GA, Stine JG, George J, Johnson NA. Exercise in the Management of Metabolic-Associated Fatty Liver Disease (MAFLD) in Adults: A Position Statement from Exercise and Sport Science Australia. Sports Med 2023; 53:2347-2371. [PMID: 37695493 PMCID: PMC10687186 DOI: 10.1007/s40279-023-01918-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/18/2023] [Indexed: 09/12/2023]
Abstract
Metabolic-associated fatty liver disease (MAFLD) is the most prevalent chronic liver disease worldwide, affecting 25% of people globally and up to 80% of people with obesity. MAFLD is characterised by fat accumulation in the liver (hepatic steatosis) with varying degrees of inflammation and fibrosis. MAFLD is strongly linked with cardiometabolic disease and lifestyle-related cancers, in addition to heightened liver-related morbidity and mortality. This position statement examines evidence for exercise in the management of MAFLD and describes the role of the exercise professional in the context of the multi-disciplinary care team. The purpose of these guidelines is to equip the exercise professional with a broad understanding of the pathophysiological underpinnings of MAFLD, how it is diagnosed and managed in clinical practice, and to provide evidence- and consensus-based recommendations for exercise therapy in MAFLD management. The majority of research evidence indicates that 150-240 min per week of at least moderate-intensity aerobic exercise can reduce hepatic steatosis by ~ 2-4% (absolute reduction), but as little as 135 min/week has been shown to be effective. While emerging evidence shows that high-intensity interval training (HIIT) approaches may provide comparable benefit on hepatic steatosis, there does not appear to be an intensity-dependent benefit, as long as the recommended exercise volume is achieved. This dose of exercise is likely to also reduce central adiposity, increase cardiorespiratory fitness and improve cardiometabolic health, irrespective of weight loss. Resistance training should be considered in addition to, and not instead of, aerobic exercise targets. The information in this statement is relevant and appropriate for people living with the condition historically termed non-alcoholic fatty liver disease (NAFLD), regardless of terminology.
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Affiliation(s)
- Shelley E Keating
- School of Human Movement and Nutrition Sciences, The University of Queensland, Room 534, Bd 26B, St Lucia, Brisbane, QLD, 4067, Australia.
| | - Angelo Sabag
- Faculty of Medicine and Health, Discipline of Exercise and Sport Science, University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- NICM Health Research Institute, Western Sydney University, Westmead, NSW, Australia
| | - Kate Hallsworth
- NIHR Newcastle Biomedical Research Centre, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
- Liver Unit, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, UK
| | - Ingrid J Hickman
- Department of Nutrition and Dietetics, Princess Alexandra Hospital, Brisbane, QLD, Australia
- Faculty of Medicine, PA-Southside Clinical Unit, The University of Queensland, Brisbane, QLD, Australia
| | - Graeme A Macdonald
- Faculty of Medicine, PA-Southside Clinical Unit, The University of Queensland, Brisbane, QLD, Australia
- Department of Gastroenterology and Hepatology, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Jonathan G Stine
- Division of Gastroenterology and Hepatology, Department of Medicine, The Pennsylvania State University- Milton S. Hershey Medical Center, Hershey, PA, USA
- Department of Public Health Sciences, The Pennsylvania State University- College of Medicine, Hershey, PA, USA
- Liver Center, The Pennsylvania State University- Milton S. Hershey Medical Center, Hershey, PA, USA
- Cancer Institute, The Pennsylvania State University- Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Jacob George
- Storr Liver Centre, The Westmead Institute for Medical Research and Westmead Hospital, University of Sydney, Sydney, NSW, Australia
| | - Nathan A Johnson
- Faculty of Medicine and Health, Discipline of Exercise and Sport Science, University of Sydney, Sydney, NSW, Australia
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
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14
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Moein HR, Mohammed S. Not All "Normal" Liver Enzymes Are Normal! Gastroenterology 2023; 165:1586-1587. [PMID: 37716375 DOI: 10.1053/j.gastro.2023.09.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 09/07/2023] [Accepted: 09/11/2023] [Indexed: 09/18/2023]
Affiliation(s)
- Hamid Reza Moein
- Department of Gastroenterology, UNC Health Blue Ridge, Morganton, North Carolina
| | - Suneel Mohammed
- Department of Gastroenterology, UNC Health Blue Ridge, Morganton, North Carolina
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15
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Moreira RO, Valerio CM, Villela-Nogueira CA, Cercato C, Gerchman F, Lottenberg AMP, Godoy-Matos AF, Oliveira RDA, Brandão Mello CE, Álvares-da-Silva MR, Leite NC, Cotrim HP, Parisi ER, Silva GF, Miranda PAC, Halpern B, Pinto Oliveira C. Brazilian evidence-based guideline for screening, diagnosis, treatment, and follow-up of metabolic dysfunction-associated steatotic liver disease (MASLD) in adult individuals with overweight or obesity: A joint position statement from the Brazilian Society of Endocrinology and Metabolism (SBEM), Brazilian Society of Hepatology (SBH), and Brazilian Association for the Study of Obesity and Metabolic Syndrome (Abeso). ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2023; 67:e230123. [PMID: 38048417 DOI: 10.20945/2359-4292-2023-0123] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/06/2023]
Abstract
Introduction Metabolic dysfunction-associated steatotic liver disease (MASLD), previously known as Nonalcoholic fatty liver disease (NAFLD), is one of the most common hepatic diseases in individuals with overweight or obesity. In this context, a panel of experts from three medical societies was organized to develop an evidence-based guideline on the screening, diagnosis, treatment, and follow-up of MASLD. Material and methods A MEDLINE search was performed to identify randomized clinical trials, meta-analyses, cohort studies, observational studies, and other relevant studies on NAFLD. In the absence of studies on a certain topic or when the quality of the study was not adequate, the opinion of experts was adopted. Classes of Recommendation and Levels of Evidence were determined using prespecified criteria. Results Based on the literature review, 48 specific recommendations were elaborated, including 11 on screening and diagnosis, 9 on follow-up,14 on nonpharmacologic treatment, and 14 on pharmacologic and surgical treatment. Conclusion A literature search allowed the development of evidence-based guidelines on the screening, diagnosis, treatment, and follow-up of MASLD in individuals with overweight or obesity.
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Affiliation(s)
- Rodrigo Oliveira Moreira
- Instituto Estadual de Diabetes e Endocrinologia Luiz Capriglione, Rio de Janeiro, RJ, Brasil,
- Faculdade de Medicina de Valença,Centro Universitário de Valença, Valença, RJ, Brasil
- Faculdade de Medicina, Centro Universitário Presidente Antônio Carlos, Juiz de Fora, MG, Brasil
| | - Cynthia Melissa Valerio
- Instituto Estadual de Diabetes e Endocrinologia Luiz Capriglione, Rio de Janeiro, RJ, Brasil
| | - Cristiane Alves Villela-Nogueira
- Departamento de Clínica Médica, Faculdade de Medicina e Serviço de Hepatologia, Hospital Universitário Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - Cintia Cercato
- Grupo de Obesidade, Hospital das Clínicas, Universidade de São Paulo, São Paulo, SP, Brasil
- Laboratório de Lípides, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brasil
| | - Fernando Gerchman
- Programa de Pós-graduação em Ciências Médicas (Endocrinologia), Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brasil
- Divisão de Endocrinologia e Metabolismo, Hospital das Clínicas de Porto Alegre, Porto Alegre, RS, Brasil
| | - Ana Maria Pita Lottenberg
- Laboratório de Lípides, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brasil
- Hospital Israelita Albert Einstein, São Paulo, SP, Brasil
| | | | | | - Carlos Eduardo Brandão Mello
- Departamento de Clínica Médica e da Disciplina de Gastroenterologia Clínica e Cirúrgica, Escola de Medicina e Cirurgia, Universidade Federal do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
- Departamento de Clínica Médica e Serviço de Hepatologia, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - Mãrio Reis Álvares-da-Silva
- Serviço de Gastroenterologia, Hospital das Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brasil
| | - Nathalie Carvalho Leite
- Serviço de Clínica Médica e Serviço de Hepatologia, Hospital Universitário Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | | | - Edison Roberto Parisi
- Disciplina de Gastroenterologia e Hepatologia, Universidade Federal de São Paulo, São Paulo, SP, Brasil
| | - Giovanni Faria Silva
- Departamento de Clínica Médica da Faculdade de Medicina de Botucatu, Botucatu, SP, Brasil
| | | | - Bruno Halpern
- Grupo de Obesidade, Hospital das Clínicas, Universidade de São Paulo, São Paulo, SP, Brasil
| | - Claudia Pinto Oliveira
- Laboratório de Investigação Médica (LIM07), Departamento de Gastroenterologia, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brasil
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16
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Pan H, Liu B, Luo X, Shen X, Sun J, Zhang A. Non-alcoholic fatty liver disease risk prediction model and health management strategies for older Chinese adults: a cross-sectional study. Lipids Health Dis 2023; 22:205. [PMID: 38007441 PMCID: PMC10675849 DOI: 10.1186/s12944-023-01966-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 11/08/2023] [Indexed: 11/27/2023] Open
Abstract
BACKGROUND Non-alcoholic fatty liver disease (NAFLD) is a common chronic liver condition that affects a quarter of the global adult population. To date, only a few NAFLD risk prediction models have been developed for Chinese older adults aged ≥ 60 years. This study presented the development of a risk prediction model for NAFLD in Chinese individuals aged ≥ 60 years and proposed personalised health interventions based on key risk factors to reduce NAFLD incidence among the population. METHODS A cross-sectional survey was carried out among 9,041 community residents in Shanghai. Three NAFLD risk prediction models (I, II, and III) were constructed using multivariate logistic regression analysis based on the least absolute shrinkage and selection operator regression analysis, and random forest model to select individual characteristics, respectively. To determine the optimal model, the three models' discrimination, calibration, clinical application, and prediction capability were evaluated using the receiver operating characteristic (ROC) curve, calibration plot, decision curve analysis, and net reclassification index (NRI), respectively. To evaluate the optimal model's effectiveness, the previously published NAFLD risk prediction models (Hepatic steatosis index [HSI] and ZJU index) were evaluated using the following five indicators: accuracy, precision, recall, F1-score, and balanced accuracy. A dynamic nomogram was constructed for the optimal model, and a Bayesian network model for predicting NAFLD risk in older adults was visually displayed using Netica software. RESULTS The area under the ROC curve of Models I, II, and III in the training dataset was 0.810, 0.826, and 0.825, respectively, and that of the testing data was 0.777, 0.797, and 0.790, respectively. No significant difference was found in the accuracy or NRI between the models; therefore, Model III with the fewest variables was determined as the optimal model. Compared with the HSI and ZJU index, Model III had the highest accuracy (0.716), precision (0.808), recall (0.605), F1 score (0.692), and balanced accuracy (0.723). The risk threshold for Model III was 20%-80%. Model III included body mass index, alanine aminotransferase level, triglyceride level, and lymphocyte count. CONCLUSIONS A dynamic nomogram and Bayesian network model were developed to identify NAFLD risk in older Chinese adults, providing personalized health management strategies and reducing NAFLD incidence.
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Affiliation(s)
- Hong Pan
- Department of Health Management, School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Baocheng Liu
- Shanghai Collaborative Innovation Centre of Health Service in Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xin Luo
- Department of Health Management, School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xinxin Shen
- School of Public Health, Shandong First Medical University, Shandong, China
| | - Jijia Sun
- Department of Mathematics and Physics, School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
| | - An Zhang
- Department of Health Management, School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
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17
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Gkiourtzis N, Michou P, Moutafi M, Glava A, Cheirakis K, Christakopoulos A, Vouksinou E, Fotoulaki M. The benefit of metformin in the treatment of pediatric non-alcoholic fatty liver disease: a systematic review and meta-analysis of randomized controlled trials. Eur J Pediatr 2023; 182:4795-4806. [PMID: 37639015 PMCID: PMC10640492 DOI: 10.1007/s00431-023-05169-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 08/07/2023] [Accepted: 08/17/2023] [Indexed: 08/29/2023]
Abstract
This is the first meta-analysis of the available literature about the efficacy of metformin exclusively in pediatric patients with non-alcoholic fatty liver disease (NAFLD). We conducted a systematic literature search through major electronic databases till March 12, 2023, investigating the efficacy and safety of metformin in pediatric NAFLD. Weighted mean difference (WD) and standard deviation (SD) were used for continuous outcomes. In total, 4 randomized controlled trials (RCTs) with 309 pediatric patients with NAFLD were included in the meta-analysis. Metformin could not reach a statistically significant improvement in alanine aminotransferase (ALT) levels [(ALT: WMD = - 1.55 IU/L, 95% CI: - 5.38 to 2.28, I2 = 16%, p = 0.43), but had a statistically significant impact (p < 0.05) in insulin and HOMA-IR regulation, triglycerides, and high-density lipoprotein level improvement. Conclusion: According to the data of this meta-analysis, treatment with metformin failed to statistically improve liver enzymes but may be beneficial in the improvement of lipid parameters and insulin metabolism regulation in pediatric patients with NAFLD. As there are not enough available studies in the literature, the influence of metformin on liver ultrasonography or histology in pediatric NAFLD should be further analyzed in future studies. What is Known: • Lifestyle modification with weight loss through physical activity and dietary modification is the recommended treatment option for pediatric NAFLD. • Metformin may reduce steatosis on ultrasound and may have a beneficial role in liver histology collated with insulin resistance improvement. What is New: • Metformin may improve insulin sensitivity and lipid parameters in children with obesity and NAFLD. • Metformin does not have a significant effect on transaminase levels in children with obesity and NAFLD.
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Affiliation(s)
- Nikolaos Gkiourtzis
- 4th Department of Pediatrics, Papageorgiou General Hospital, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Ring Road, Municipality of Pavlou Mela, Area N. Evkarpia, Thessaloniki, 56429, Greece.
| | - Panagiota Michou
- Department of Pediatrics, Gennimatas General Hospital of Thessaloniki, Thessaloniki, Greece
| | - Maria Moutafi
- 4th Department of Pediatrics, Papageorgiou General Hospital, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Ring Road, Municipality of Pavlou Mela, Area N. Evkarpia, Thessaloniki, 56429, Greece
| | - Agni Glava
- 4th Department of Pediatrics, Papageorgiou General Hospital, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Ring Road, Municipality of Pavlou Mela, Area N. Evkarpia, Thessaloniki, 56429, Greece
| | - Konstantinos Cheirakis
- 4th Department of Pediatrics, Papageorgiou General Hospital, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Ring Road, Municipality of Pavlou Mela, Area N. Evkarpia, Thessaloniki, 56429, Greece
| | - Aristeidis Christakopoulos
- 4th Department of Pediatrics, Papageorgiou General Hospital, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Ring Road, Municipality of Pavlou Mela, Area N. Evkarpia, Thessaloniki, 56429, Greece
| | - Eleni Vouksinou
- 4th Department of Pediatrics, Papageorgiou General Hospital, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Ring Road, Municipality of Pavlou Mela, Area N. Evkarpia, Thessaloniki, 56429, Greece
| | - Maria Fotoulaki
- 4th Department of Pediatrics, Papageorgiou General Hospital, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Ring Road, Municipality of Pavlou Mela, Area N. Evkarpia, Thessaloniki, 56429, Greece
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18
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Fujito H, Fukamachi D, Ohgaku A, Kojima K, Murata N, Yoda S, Saito Y, Yamada A, Koyama Y, Arai R, Ebuchi Y, Monden M, Tamaki T, Kitano D, Okumura Y. Hepatic steatosis evidenced by computed tomography in patients undergoing primary percutaneous coronary intervention for acute myocardial infarction. J Cardiol 2023; 82:414-422. [PMID: 37236437 DOI: 10.1016/j.jjcc.2023.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 04/20/2023] [Accepted: 04/27/2023] [Indexed: 05/28/2023]
Abstract
BACKGROUND Non-alcoholic fatty liver disease (NAFLD) and acute myocardial infarction (AMI) have common pathological links. This study investigates the prognostic impact of NAFLD assessed as hepatic steatosis (HS) by computed tomography (CT) in AMI patients and explores the mechanistic role of NAFLD in cardiovascular (CV) events using coronary angioscopy (CAS). METHODS We retrospectively examined 342 AMI patients who underwent CT followed by primary percutaneous coronary intervention (PCI) between January 2014 and December 2019. HS was defined as a hepatic to spleen attenuation ratio of <1.0 on CT scans. Major cardiac events (MCE) included cardiac death, non-fatal myocardial infarction, target-vessel revascularization, and target-lesion revascularization. RESULTS HS was identified in 88 patients (26 %). Patients with HS were significantly younger, had a higher body mass index, and higher hemoglobin A1c, triglyceride, and malondialdehyde low-density lipoprotein levels (all p < 0.05). MCE occurred more frequently [27 (30.7 %) vs. 39 (15.4 %), p = 0.001] in the HS group than in the non-HS group. In the multivariate analysis, the presence of HS was an independent predictor of MCE after adjusting for metabolic risk factor and liver function markers. Among the 74 patients who underwent CAS for a median of 15 days after primary PCI, 51 (69 %) had intrastent thrombus, which was strongly associated with the presence of HS [18 (35 %) vs. 1 (4 %), p = 0.005]. CONCLUSIONS AMI patients with NAFLD detected by CT often had CAS-derived intrastent thrombi and were at a high risk for CV events. Therefore, these patients should be carefully monitored.
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Affiliation(s)
- Hidesato Fujito
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Daisuke Fukamachi
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan.
| | - Akihito Ohgaku
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Keisuke Kojima
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Nobuhiro Murata
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Shunichi Yoda
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Yuki Saito
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Akimasa Yamada
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Yutaka Koyama
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Riku Arai
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Yasunari Ebuchi
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Masaki Monden
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Takehiro Tamaki
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Daisuke Kitano
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Yasuo Okumura
- Division of Cardiology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
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Xing Y, Zhang P, Li X, Jin S, Xu M, Jia J, Wang HJ, Li L, Wang H. New predictive models and indices for screening MAFLD in school-aged overweight/obese children. Eur J Pediatr 2023; 182:5025-5036. [PMID: 37648793 DOI: 10.1007/s00431-023-05175-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 08/20/2023] [Accepted: 08/22/2023] [Indexed: 09/01/2023]
Abstract
Currently, most predictions of metabolic-associated fatty liver disease (MAFLD) in school-aged children utilize indicators that usually predict nonalcoholic fatty liver disease (NAFLD). The present study aimed to develop new predictive models and predictors for children with MAFLD, which could enhance the feasibility of MAFLD screening programs in the future. A total of 331 school-aged overweight/obese children were recruited from six primary schools in Ningbo city, China. Hepatic steatosis and fibrosis were detected with controlled attenuation parameter (CAP) and liver stiffness measurement (LSM), respectively. Machine learning methods were adapted to build a set of variables to predict MAFLD in children. Then, the area under the curve (AUC) of multiple models and indices was compared to predict pediatric MAFLD. Compared with non-MAFLD children, children with MAFLD had more obvious metabolic disturbances, as they had higher anthropometric indicators, alanine aminotransferase, fasting plasma glucose, and inflammation indicators (white blood cell count, hemoglobin, neutrophil count) (all P < 0.05). The optimal variables for all subjects selected by random forest (RF) were alanine aminotransferase, uric acid, insulin, and BMI. The logistic regression (LR) model performed best, with AUC values of 0.758 for males and 0.642 for females in predicting MAFLD. LnAI-BMI, LnAI, and LnAL-WHtR were approving indices for predicting pediatric MAFLD in all participants, boys and girls individually. CONCLUSIONS This study developed LR models and sex-specific indices for predicting MAFLD in overweight/obese children that may be useful for widespread screening and identification of children at high risk of MAFLD for early treatment. WHAT IS KNOWN • Most of the indicators predicting pediatric MAFLD are derived from the predictive indicators for NAFLD, but the diagnostic criteria for MAFLD and NAFLD are not exactly the same. • The accuracy of predictors based on routine physical examination and blood biochemical indicators to diagnose MAFLD is limited. WHAT IS NEW • This study developed indicators based on routine examination parameters that have approving performance for MAFLD, with AUC values exceeding 0.70.
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Affiliation(s)
- Yunfei Xing
- Department of Maternal and Child Health, School of Public Health, Peking University, No. 38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - PingPing Zhang
- Ningbo Center for Healthy Lifestyle Research, Ningbo City First Hospital, Ningbo, Zhejiang Province, 315000, China
| | - Xueying Li
- Department of Maternal and Child Health, School of Public Health, Peking University, No. 38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Shifeng Jin
- Department of Maternal and Child Health, School of Public Health, Peking University, No. 38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Miao Xu
- Department of Endocrinology and Metabolism, Ningbo First Hospital, No. 59 Liuting Street, Haishu District, Ningbo, Zhejiang Province, 315000, China
| | - Jinzhu Jia
- Department of Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
| | - Hai-Jun Wang
- Department of Maternal and Child Health, School of Public Health, Peking University, No. 38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Li Li
- Department of Endocrinology and Metabolism, Ningbo First Hospital, No. 59 Liuting Street, Haishu District, Ningbo, Zhejiang Province, 315000, China.
| | - Hui Wang
- Department of Maternal and Child Health, School of Public Health, Peking University, No. 38 Xueyuan Road, Haidian District, Beijing, 100191, China.
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20
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Zeng P, Cai X, Yu X, Huang L, Chen X. HOMA-IR is an effective biomarker of non-alcoholic fatty liver disease in non-diabetic population. J Int Med Res 2023; 51:3000605231204462. [PMID: 37862786 PMCID: PMC10590044 DOI: 10.1177/03000605231204462] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 09/13/2023] [Indexed: 10/22/2023] Open
Abstract
OBJECTIVES This study aimed to investigate the correlation between homeostasis model assessment of insulin resistance (HOMA-IR) and non-alcoholic fatty liver disease (NAFLD) in the non-diabetic population and establish its diagnostic efficacy. METHODS This observational study involved participants divided into NAFLD and non-NAFLD groups, and baseline data were analyzed. Univariate and multivariate logistic regression analyses were used to correlate HOMA-IR with the risk of NAFLD. Receiver operating characteristic (ROC) curves were used to evaluate the diagnostic efficacy of HOMA-IR for NAFLD. Subgroup analyses of non-obese individuals were performed. RESULTS Overall, 2234 non-diabetic participants were included. The HOMA-IR was significantly higher in the NAFLD group than in the non-NAFLD group. Multivariate logistic regression analysis showed that HOMA-IR was a strong and independent risk factor for NAFLD after correcting for confounding factors. The area under the ROC curve (AUC) value of HOMA-IR for predicting NAFLD was 0.792. In the non-obese non-diabetic population, HOMA-IR was an independent risk factor for increased risk of lean NAFLD after correcting for confounding factors. The AUC value of HOMA-IR for predicting lean NAFLD was 0.770. CONCLUSIONS HOMA-IR is independently associated with the risk of NAFLD in the non-diabetic and non-obese non-diabetic populations and has good diagnostic value.
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Affiliation(s)
- Pei Zeng
- Outpatient Department, Guangzhou Cadre Health Management Center, Guangzhou, China
| | - Xiangsheng Cai
- Clinical Laboratory, Guangzhou Cadre Health Management Center, Guangzhou, China
| | - Xiaozhou Yu
- Department of Medical Statistics, School of Public Health, Sun Yat-Sen University, Guangzhou, China
| | - Lu Huang
- Department of Health Assessment Intervention, Guangzhou Cadre Health Management Center, Guangzhou, China
| | - Xi Chen
- Department of Health Assessment Intervention, Guangzhou Cadre Health Management Center, Guangzhou, China
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21
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Hong X, Guo Z, Yu Q. Hepatic steatosis in women with polycystic ovary syndrome. BMC Endocr Disord 2023; 23:207. [PMID: 37752440 PMCID: PMC10521461 DOI: 10.1186/s12902-023-01456-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 09/13/2023] [Indexed: 09/28/2023] Open
Abstract
BACKGROUND This multi-center, cross-sectional study intended to explore the prevalence and risk factors of nonalcoholic fatty liver disease (NAFLD) and metabolic dysfunction-associated fatty liver disease (MAFLD) in patients with polycystic ovary syndrome (PCOS). METHODS Patients who met the PCOS Rotterdam diagnostic criteria were enrolled in 6 centers in China, and age-matched healthy volunteers were also recruited. Data were collected including medical history, physical characteristics, and blood tests (liver function, blood lipids, blood glucose and insulin, sex hormones, etc.). Transvaginal or transrectal ultrasound was employed to identify polycystic ovarian morphology (PCOM). The serological score Liver Fat Score (LFS) >-0.640 was used for the diagnosis of NAFLD, and the diagnosis of MAFLD was made according to the 2020 new definition. RESULTS A total of 217 PCOS patients and 72 healthy controls were included. PCOS patients had impaired glucose and lipid metabolism, higher liver enzymes and LFS. Both NAFLD (33.6%) and MAFLD (42.8%) was more prevalent in PCOS patients than in controls (4.2%, P < 0.001). Logistic regression results showed that HOMA-IR ≥ 3.54 and ALT ≥ 18.2 were independently associated with NAFLD (P < 0.001) and MAFLD (P ≤ 0.001). The prevalence of NAFLD was significantly higher in PCOS patients with free androgen index (FAI) > 8 (53.8% versus 17.4%, P < 0.001) and BMI ≥ 24 kg/m2 (57.3%, 11.3%, P < 0.001). CONCLUSION The prevalence of NAFLD/MAFLD in PCOS patients was significantly higher than that in healthy controls and was independently associated with HOMA-IR and ALT. PCOS patients with overweight and elevated FAI have a higher prevalence of fatty liver.
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Affiliation(s)
- Xinyu Hong
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, National Clinical Research Center for Obstetric & Gynecologic Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Zaixin Guo
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, National Clinical Research Center for Obstetric & Gynecologic Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Qi Yu
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, National Clinical Research Center for Obstetric & Gynecologic Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
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22
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Bergmann K, Stefanska A, Krintus M, Szternel L, Bilinski WJ, Paradowski PT, Sypniewska G. Diagnostic Performance of Biomarker-Based Scores as Predictors of Metabolic Dysfunction-Associated Fatty Liver Disease Risk in Healthy Children. Nutrients 2023; 15:3667. [PMID: 37630857 PMCID: PMC10458960 DOI: 10.3390/nu15163667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Revised: 08/10/2023] [Accepted: 08/20/2023] [Indexed: 08/27/2023] Open
Abstract
INTRODUCTION Metabolic dysfunction-associated fatty liver disease (MAFLD)-a new definition for non-alcoholic fatty liver disease-reflects the impact of metabolic abnormalities on liver function. We assessed the diagnostic accuracy of biomarker-based scores for prediction of MAFLD in apparently healthy children. METHODS This study included 144 children aged 9-11. MAFLD was recognized in 14 girls and 29 boys. Anthropometric indices, glycemia, insulin resistance, lipid profile, enzymes (ALT, AST, GGT, ALP), CRP, N-terminal propeptide of type I procollagen (P1NP) and collagen type I C-telopeptide (CTX-1) levels were measured. Fatty liver and hepatic steatosis index (FLI, HSI) and potential indicators of liver fibrogenesis: P1NP/ALP, P1NP/ALPxALT, P1NP/ALPxCRP were calculated. RESULTS P1NP/ALPxALT and P1NP/ALPxCRP were significantly higher in subjects with MAFLD. FLI was a good, significant predictor of MAFLD occurrence, regardless of sex. In boys, P1NP/ALPxCRP was a comparable predictor as CRP (OR 1.14 vs. 1.17; p < 0.001). P1NP/ALPxCRP had better discrimination capability in boys (AUC = 0.79; p < 0.001). However, the use of this algorithm did not improve discriminatory power in comparison to CRP (AUC = 0.81; p < 0.001), but gave a better sensitivity for MAFLD prediction (86% vs. 59%). CONCLUSIONS We suggest that P1NP/ALPXCRP is a reliable tool for MAFLD prediction in routine pediatric practice.
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Affiliation(s)
- Katarzyna Bergmann
- Department of Laboratory Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 87-100 Torun, Poland; (A.S.); (M.K.); (L.S.); (G.S.)
| | - Anna Stefanska
- Department of Laboratory Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 87-100 Torun, Poland; (A.S.); (M.K.); (L.S.); (G.S.)
| | - Magdalena Krintus
- Department of Laboratory Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 87-100 Torun, Poland; (A.S.); (M.K.); (L.S.); (G.S.)
| | - Lukasz Szternel
- Department of Laboratory Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 87-100 Torun, Poland; (A.S.); (M.K.); (L.S.); (G.S.)
| | - Wojciech J. Bilinski
- Department of Orthopaedics, KoMed Poddebice Health Center, 99-200 Poddebice, Poland;
| | - Przemyslaw T. Paradowski
- Department of Surgical and Perioperative Sciences, Division of Orthopaedics, Sunderby Research Unit, Umeå University, 971 80 Luleå, Sweden;
- Clinical Epidemiology Unit, Orthopedics, Department of Clinical Sciences Lund, Lund University, 223 62 Lund, Sweden
| | - Grazyna Sypniewska
- Department of Laboratory Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 87-100 Torun, Poland; (A.S.); (M.K.); (L.S.); (G.S.)
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23
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Omran M, Omr M, Mohamed AA, Abdelghafour RA, Muharram NM, Hassan MB, Fangry A, Emran T, Arab JP, Arnold J, Diaz LA, Zheng MH, El-Kassas M. Development and validation of nonalcoholic fatty liver disease test: a simple sensitive and specific marker for early diagnosis of nonalcoholic fatty liver disease. Eur J Gastroenterol Hepatol 2023; 35:874-880. [PMID: 37395240 DOI: 10.1097/meg.0000000000002575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
AIM This study aimed to develop a noninvasive test for identifying patients with nonalcoholic fatty liver disease (NAFLD) based on clinical and routine laboratory data. METHODS The developed model 'NAFLD test' was compared to the most commonly used NAFLD scores and then validated in three groups of NAFLD patients from five centers in Egypt, China, and Chile. Patients were divided into the discovery cohort (n = 212) and the validation study (n = 859). The ROC curve and stepwise multivariate discriminant analysis were used to develop and validate the NAFLD test and evaluate its diagnostic performance, which was then compared to other NAFLD scores. RESULTS Elevated C-reactive protein (CRP), cholesterol, BMI, and alanine aminotransferase (ALT) levels were significantly associated with NAFLD (P < 0.0001). NAFLD test is depicted as (-0.695 + 0.031 × BMI + 0.003 × cholesterol + 0.014 × ALT + 0.025 × CRP) to discriminate patients with NAFLD from healthy individuals. The area under the ROC curve (AUC) of the NAFLD test was 0.92 [95% confidence interval (CI): 0.88-0.96]. The NAFLD test was the most accurate diagnostic indicator of NAFLD when compared to widely used NAFLD indices. Upon validating the NAFLD test, its AUC (95% CI) for distinguishing patients with NAFLD from healthy individuals was 0.95 (0.94-0.97), 0.90 (0.87-0.93), and 0.94 (0.91-0.97) in Egyptian, Chinese, and Chilean patients with NAFLD respectively. CONCLUSION The NAFLD test is a new validated diagnostic biomarker that can be utilized for the early diagnosis of NAFLD with high diagnostic performance.
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Affiliation(s)
- Mohamed Omran
- Chemistry Department, Faculty of Science, Helwan University, Cairo
| | - Mona Omr
- Chemistry Department, Faculty of Science, Damietta University, Damietta
| | - Amal A Mohamed
- Biochemistry Department, National Hepatology Tropical Medicine Research Institute, Cairo
| | | | - Nashwa M Muharram
- Medical Biochemistry and Molecular Biology, Faculty of Medicine, Menoufia University, Shebin ElKom
| | - Mohamed B Hassan
- Internal Medicine Department, Faculty of Medicine, Cairo University, Cairo
| | | | - Tarek Emran
- Clinical Pathology Department, Faculty of Medicine, Al-Azhar University, Damietta, Egypt
| | - Juan P Arab
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
- Division of Gastroenterology, Department of Medicine, Schulich School of Medicine, Western University & London Health Sciences Centre, London, Ontario, Canada
| | - Jorge Arnold
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Luis Antonio Diaz
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Ming-Hua Zheng
- Division of Gastroenterology, Department of Medicine, Schulich School of Medicine, Western University & London Health Sciences Centre, London, Ontario, Canada
- Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province, Wenzhou, China
| | - Mohamed El-Kassas
- Endemic Medicine Department, Faculty of Medicine, Helwan University, Cairo
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24
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Deng Y, Ma Y, Fu J, Wang X, Yu C, Lv J, Man S, Wang B, Li L. A dynamic machine learning model for prediction of NAFLD in a health checkup population: A longitudinal study. Heliyon 2023; 9:e18758. [PMID: 37576311 PMCID: PMC10412833 DOI: 10.1016/j.heliyon.2023.e18758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 07/25/2023] [Accepted: 07/26/2023] [Indexed: 08/15/2023] Open
Abstract
Background Non-alcoholic fatty liver disease (NAFLD) is one of the most common liver diseases worldwide. Currently, most NAFLD prediction models are diagnostic models based on cross-sectional data, which failed to provide early identification or clarify causal relationships. We aimed to use time-series deep learning models with longitudinal health checkup records to predict the onset of NAFLD in the future, and update the model stepwise by incorporating new checkup records to achieve dynamic prediction. Methods 10,493 participants with over 6 health checkup records from Beijing MJ Health Screening Center were included to conduct a retrospective cohort study, in which the constantly updated initial 5 checkup data were incorporated stepwise to predict the risk of NAFLD at and after their sixth health checkups. A total of 33 variables were considered, consisting of demographic characteristics, medical history, lifestyle, physical examinations, and laboratory tests. L1-penalized logistic regression (LR) was used for feature selection. The long short-term memory (LSTM) algorithm was introduced for model development, and five-fold cross-validation was conducted to tune and choose optimal hyperparameters. Both internal validation and external validation were conducted, using the 20% randomly divided holdout test dataset and previously unseen data from Shanghai MJ Health Screening Center, respectively, to evaluate model performance. The evaluation metrics included area under the receiver operating characteristic curve (AUROC), sensitivity, specificity, Brier score, and decision curve. Bootstrap sampling was implemented to generate 95% confidence intervals of all the metrics. Finally, the Shapley additive explanations (SHAP) algorithm was applied in the holdout test dataset for model interpretability to obtain time-specific and sample-specific contributions of each feature. Results Among the 10,493 participants, 1662 (15.84%) were diagnosed with NAFLD at and after their sixth health checkups. The predictive performance of the deep learning model in the internal validation dataset improved over the incorporation of the checkups, with AUROC increasing from 0.729 (95% CI: 0.698,0.760) at baseline to 0.818 (95% CI: 0.798,0.844) when consecutive 5 checkups were included. The external validation dataset, containing 1728 participants, was used to verify the results, in which AUROC increased from 0.700 (95% CI: 0.657,0.740) with only the first checkups to 0.792 (95% CI: 0.758,0.825) with all five. The results of feature significance showed that body fat percentage, alanine transaminase (ALT), and uric acid owned the greatest impact on the outcome, time-specific, individual-specific and dynamic feature contributions were also produced for model interpretability. Conclusion A dynamic prediction model was successfully established in our study, and the prediction capability kept improving with the renewal of the latest checkup records. In addition, we identified key features associated with the onset of NAFLD, making it possible to optimize the prevention and control strategies of the disease in the general population.
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Affiliation(s)
- Yuhan Deng
- Chongqing Research Institute of Big Data, Peking University, Chongqing, China
- Meinian Institute of Health, Beijing, China
| | - Yuan Ma
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Jingzhu Fu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Health Science Center Meinian Public Health Institute, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | | | - Canqing Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Health Science Center Meinian Public Health Institute, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Jun Lv
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Health Science Center Meinian Public Health Institute, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Sailimai Man
- Meinian Institute of Health, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Health Science Center Meinian Public Health Institute, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Bo Wang
- Meinian Institute of Health, Beijing, China
- Peking University Health Science Center Meinian Public Health Institute, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
| | - Liming Li
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Peking University Health Science Center Meinian Public Health Institute, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
- Peking University Center for Public Health and Epidemic Preparedness & Response, Beijing, China
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25
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Schneider CV, Li T, Zhang D, Mezina AI, Rattan P, Huang H, Creasy KT, Scorletti E, Zandvakili I, Vujkovic M, Hehl L, Fiksel J, Park J, Wangensteen K, Risman M, Chang KM, Serper M, Carr RM, Schneider KM, Chen J, Rader DJ. Large-scale identification of undiagnosed hepatic steatosis using natural language processing. EClinicalMedicine 2023; 62:102149. [PMID: 37599905 PMCID: PMC10432816 DOI: 10.1016/j.eclinm.2023.102149] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 07/24/2023] [Accepted: 07/25/2023] [Indexed: 08/22/2023] Open
Abstract
Background Nonalcoholic fatty liver disease (NAFLD) is a major cause of liver-related morbidity in people with and without diabetes, but it is underdiagnosed, posing challenges for research and clinical management. Here, we determine if natural language processing (NLP) of data in the electronic health record (EHR) could identify undiagnosed patients with hepatic steatosis based on pathology and radiology reports. Methods A rule-based NLP algorithm was built using a Linguamatics literature text mining tool to search 2.15 million pathology report and 2.7 million imaging reports in the Penn Medicine EHR from November 2014, through December 2020, for evidence of hepatic steatosis. For quality control, two independent physicians manually reviewed randomly chosen biopsy and imaging reports (n = 353, PPV 99.7%). Findings After exclusion of individuals with other causes of hepatic steatosis, 3007 patients with biopsy-proven NAFLD and 42,083 patients with imaging-proven NAFLD were identified. Interestingly, elevated ALT was not a sensitive predictor of the presence of steatosis, and only half of the biopsied patients with steatosis ever received an ICD diagnosis code for the presence of NAFLD/NASH. There was a robust association for PNPLA3 and TM6SF2 risk alleles and steatosis identified by NLP. We identified 234 disorders that were significantly over- or underrepresented in all subjects with steatosis and identified changes in serum markers (e.g., GGT) associated with presence of steatosis. Interpretation This study demonstrates clear feasibility of NLP-based approaches to identify patients whose steatosis was indicated in imaging and pathology reports within a large healthcare system and uncovers undercoding of NAFLD in the general population. Identification of patients at risk could link them to improved care and outcomes. Funding The study was funded by US and German funding sources that did provide financial support only and had no influence or control over the research process.
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Affiliation(s)
- Carolin V. Schneider
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Medicine III, RWTH Aachen University, Aachen, Germany
| | - Tang Li
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - David Zhang
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Anya I. Mezina
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Puru Rattan
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Helen Huang
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kate Townsend Creasy
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Eleonora Scorletti
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Inuk Zandvakili
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Division of Digestive Diseases, Department of Internal Medicine, College of Medicine, University of Cincinnati, Cincinnati, OH 45267, USA
| | - Marijana Vujkovic
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA 19104, USA
| | - Leonida Hehl
- Department of Medicine III, RWTH Aachen University, Aachen, Germany
| | - Jacob Fiksel
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Joseph Park
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kirk Wangensteen
- Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55902, USA
| | - Marjorie Risman
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kyong-Mi Chang
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA 19104, USA
| | - Marina Serper
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA 19104, USA
| | - Rotonya M. Carr
- Department of Medicine, Division of Gastroenterology, University of Washington, Seattle, WA 98195, USA
| | | | - Jinbo Chen
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Daniel J. Rader
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
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Mertens J, Weyler J, Dirinck E, Vonghia L, Kwanten WJ, Mortelmans L, Peleman C, Chotkoe S, Spinhoven M, Vanhevel F, Van Gaal LF, De Winter BY, De Block CE, Francque SM. Prevalence, risk factors and diagnostic accuracy of non-invasive tests for NAFLD in people with type 1 diabetes. JHEP Rep 2023; 5:100753. [PMID: 37274774 PMCID: PMC10232726 DOI: 10.1016/j.jhepr.2023.100753] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 03/16/2023] [Accepted: 03/30/2023] [Indexed: 06/07/2023] Open
Abstract
Background & Aims The epidemiology of non-alcoholic fatty liver disease (NAFLD) in people with type 1 diabetes (T1D) is not yet elucidated. This study aimed to assess the diagnostic accuracy of non-invasive tests for NAFLD, to investigate the prevalence and severity of NAFLD, and to search for factors contributing to NAFLD in people with T1D. Methods In this prospective cohort study, we consecutively screened 530 adults with T1D from a tertiary care hospital, using ultrasound (US), vibration-controlled transient elastography equipped with liver stiffness measurement (LSM) and controlled attenuation parameter, and the fatty liver index. Magnetic resonance spectroscopy (MRS) was performed in a representative subgroup of 132 individuals to validate the diagnostic accuracy of the non-invasive tests. Results Based on MRS as reference standard, US identified individuals with NAFLD with an AUROC of 0.98 (95% CI 0.95-1.00, sensitivity: 1.00, specificity: 0.96). The controlled attenuation parameter was also accurate with an AUROC of 0.85 (95% CI 0.77-0.93). Youden cut-off was ≥270 dB/m (sensitivity: 0.90, specificity: 0.74). The fatty liver index yielded a similar AUROC of 0.83 (95% CI 0.74-0.91), but the conventional cut-off used to rule in (≥60) had low sensitivity and specificity (0.62, 0.78). The prevalence of NAFLD in the overall cohort was 16.2% based on US. Metabolic syndrome was associated with NAFLD (OR: 2.35 [1.08-5.12], p = 0.031). The overall prevalence of LSM ≥8.0 kPa indicating significant fibrosis was 3.8%, but reached 13.2% in people with NAFLD. Conclusions NAFLD prevalence in individuals with T1D is 16.2%, with approximately one in 10 featuring elevated LSM. US-based screening could be considered in people with T1D and metabolic syndrome. Impact and Implications We aimed to report on the prevalence, disease severity, and risk factors of NAFLD in type 1 diabetes (T1D), while also tackling which non-invasive test for NAFLD is the most accurate. We found that ultrasound is the best test to diagnose NAFLD. NAFLD prevalence is 16.2%, and is associated with metabolic syndrome and BMI. Elevated liver stiffness indicating fibrosis is overall not prevalent in people with T1D (3.8%), but it reaches 13.2% in those with T1D and NAFLD.
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Affiliation(s)
- Jonathan Mertens
- Department of Endocrinology, Diabetology & Metabolism, Antwerp University Hospital, Antwerp, Belgium
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Jonas Weyler
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Eveline Dirinck
- Department of Endocrinology, Diabetology & Metabolism, Antwerp University Hospital, Antwerp, Belgium
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
| | - Luisa Vonghia
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Wilhelmus J. Kwanten
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Laura Mortelmans
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Cedric Peleman
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Shivani Chotkoe
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
| | - Maarten Spinhoven
- Department of Radiology, Antwerp University Hospital, Antwerp, Belgium
| | - Floris Vanhevel
- Department of Radiology, Antwerp University Hospital, Antwerp, Belgium
| | - Luc F. Van Gaal
- Department of Endocrinology, Diabetology & Metabolism, Antwerp University Hospital, Antwerp, Belgium
| | - Benedicte Y. De Winter
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
| | - Christophe E.M. De Block
- Department of Endocrinology, Diabetology & Metabolism, Antwerp University Hospital, Antwerp, Belgium
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
| | - Sven M. Francque
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
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McHenry S. The evaluation of liver abnormalities in inflammatory bowel disease patients. Curr Opin Gastroenterol 2023; 39:287-293. [PMID: 37144524 PMCID: PMC10421594 DOI: 10.1097/mog.0000000000000942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
PURPOSE OF REVIEW Develop a clinical presentation-based approach for common liver abnormalities encountered by providers caring for patients with inflammatory bowel disease (IBD). Develop a treatment pathway for those with nonalcoholic fatty liver disease (NAFLD) arising in IBD. Discuss recent studies of prevalence, incidence, risk factors, and prognosis NAFLD in the IBD population. RECENT FINDINGS The work-up for liver abnormalities should be approached systematically in IBD patients, similar to the general population, while still appreciating the differing prevalence of underlying liver diagnoses. Although immune mediated liver diseases occur commonly in patients with IBD, NAFLD is still the most common liver disease in patients with IBD paralleling its expanding prevalence in the general population. IBD is also an independent risk factor for NAFLD, developing in many patients with lower degrees of adiposity. Furthermore, the more severe histologic subtype, nonalcoholic steatohepatitis, is both more common and difficult to treat considering the lower effectiveness of weight loss interventions. SUMMARY Having a standard approach to the most common liver disease presentations and care pathway for NAFLD will improve the quality of care provided and ease the medical decision making complexity for IBD patients. The early identification of these patients should prevent the development of irreversible complications like cirrhosis or hepatocellular carcinoma.
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Affiliation(s)
- Scott McHenry
- Division of Gastroenterology, Hepatology Section, Washington University School of Medicine in Saint Louis, St. Louis, MO, USA
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Zhou B, Gong N, Huang X, Zhu J, Qin C, He Q. Development and validation of a nomogram for predicting metabolic-associated fatty liver disease in the Chinese physical examination population. Lipids Health Dis 2023; 22:85. [PMID: 37386566 DOI: 10.1186/s12944-023-01850-y] [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: 04/09/2023] [Accepted: 06/16/2023] [Indexed: 07/01/2023] Open
Abstract
AIM We aim to develop and validate a nomogram including readily available clinical and laboratory indicators to predict the risk of metabolic-associated fatty liver disease (MAFLD) in the Chinese physical examination population. METHODS The annual physical examination data of Chinese adults from 2016 to 2020 were retrospectively analyzed. We extracted the clinical data of 138 664 subjects and randomized participants to the development and validation groups (7:3). Significant predictors associated with MAFLD were identified by using univariate and random forest analyses, and a nomogram was constructed to predict the risk of MAFLD based on a Lasso logistic model. Receiver operating characteristic curve analysis, calibration curves, and decision curve analysis were used to verify the discrimination, calibration, and clinical practicability of the nomogram, respectively. RESULTS Ten variables were selected to establish the nomogram for predicting MAFLD risk: sex, age, waist circumference (WC), uric acid (UA), body mass index (BMI), waist-to-hip ratio (WHR), systolic blood pressure (SBP), fasting plasma glucose (FPG), triglycerides (TG), and alanine aminotransferase (ALT). The nomogram built on the nonoverfitting multivariable model showed good prediction of discrimination (AUC 0.914, 95% CI: 0.911-0.917), calibration, and clinical utility. CONCLUSIONS This nomogram can be used as a quick screening tool to assess MAFLD risk and identify individuals at high risk of MAFLD, thus contributing to the improved management of MAFLD.
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Affiliation(s)
- Bingqian Zhou
- Department of Health Management Center, The Third Xiangya Hospital, Central South University, Changsha, 410013, China
- Xiangya Nursing School, Central South University, Changsha, 410013, China
| | - Ni Gong
- Department of Health Management Center, The Third Xiangya Hospital, Central South University, Changsha, 410013, China
- Xiangya Nursing School, Central South University, Changsha, 410013, China
| | - Xinjuan Huang
- Xiangya Nursing School, Central South University, Changsha, 410013, China
| | - Jingchi Zhu
- Jishou University School of Medicine, Jishou, 416000, China
| | - Chunxiang Qin
- Department of Health Management Center, The Third Xiangya Hospital, Central South University, Changsha, 410013, China.
- Xiangya Nursing School, Central South University, Changsha, 410013, China.
| | - Qingnan He
- Department of Health Management Center, The Third Xiangya Hospital, Central South University, Changsha, 410013, China.
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Schreiner AD, Sattar N. Identifying Patients with Nonalcoholic Fatty Liver Disease in Primary Care: How and for What Benefit? J Clin Med 2023; 12:4001. [PMID: 37373694 DOI: 10.3390/jcm12124001] [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: 02/28/2023] [Revised: 05/31/2023] [Accepted: 06/01/2023] [Indexed: 06/29/2023] Open
Abstract
Despite its increasing prevalence, nonalcoholic fatty liver disease (NAFLD) remains under-diagnosed in primary care. Timely diagnosis is critical, as NAFLD can progress to nonalcoholic steatohepatitis, fibrosis, cirrhosis, hepatocellular carcinoma, and death; furthermore, NAFLD is also a risk factor linked to cardiometabolic outcomes. Identifying patients with NAFLD, and particularly those at risk of advanced fibrosis, is important so that healthcare practitioners can optimize care delivery in an effort to prevent disease progression. This review debates the practical issues that primary care physicians encounter when managing NAFLD, using a patient case study to illustrate the challenges and decisions that physicians face. It explores the pros and cons of different diagnostic strategies and tools that physicians can adopt in primary care settings, depending on how NAFLD presents and progresses. We discuss the importance of prescribing lifestyle changes to achieve weight loss and mitigate disease progression. A diagnostic and management flow chart is provided, showing the key points of assessment for primary care physicians. The advantages and disadvantages of advanced fibrosis risk assessments in primary care settings and the factors that influence patient referral to a hepatologist are also reviewed.
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Affiliation(s)
- Andrew D Schreiner
- Department of Medicine, Medical University of South Carolina, 171 Ashley Ave, Charleston, SC 29425, USA
| | - Naveed Sattar
- Institute of Cardiovascular & Medical Sciences, University of Glasgow, 126 University Place, Glasgow G12 8TA, UK
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Xie R, Zhang Y. Associations between dietary flavonoid intake with hepatic steatosis and fibrosis quantified by VCTE: Evidence from NHANES and FNDDS. Nutr Metab Cardiovasc Dis 2023; 33:1179-1189. [PMID: 36964061 DOI: 10.1016/j.numecd.2023.03.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 02/20/2023] [Accepted: 03/04/2023] [Indexed: 03/11/2023]
Abstract
BACKGROUND AND AIM Flavonoids are natural products of plant origin and have been shown to be beneficial for nonalcoholic fatty liver disease (NAFLD) in animal studies. However, relevant epidemiological evidence is still lacking, and the relationship between flavonoid and subclass intake with quantified hepatic steatosis and fibrosis has not been investigated. METHODS AND RESULTS This study was based on the Food and Nutrient Database for Dietary Studies (FNDDS) expanded flavonoid intake database and the National Health and Nutrition Examination Survey (NHANES) 2017-2018 and included a total of 4113 participants with vibration-controlled transient elastography (VCTE) data. Multiple logistic regression was used to assess linear relationships between flavonoids and hepatic steatosis and fibrosis. Smoothed curve fit and a generalized additive model were used to investigate the non-linear relationship, and a two-tailed linear regression model was used to find potential inflection points. Of the 4113 participants, 1045 (25.41%) were diagnosed with NAFLD. After adjusting for energy and major non-dietary covariates, significant linear negative correlations were observed between total flavonoids and CAP [-1.53 (-2.59, -0.47)] and LSM [-0.17 (-0.27, -0.07)]. After adjusting for all covariates, flavones had the strongest and most significant negative association with hepatic steatosis [-1.98 (-3.79, -0.17)]. The results of smooth curve fitting and subgroup analysis demonstrated gender differences, and threshold effect analysis further identified a U-shaped relationship and inflection point between flavonoid intake and hepatic steatosis (infection point: 287.25 mg/d). CONCLUSIONS Our findings suggest negative associations between flavonoid and subclass intake with hepatic steatosis and fibrosis.
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Affiliation(s)
- Ruijie Xie
- Department of Microsurgery, University of South China Affiliated Nanhua Hospital, Hengyang, China; Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany; Medical Faculty, University of Heidelberg, 69117 Heidelberg, Germany
| | - Ya Zhang
- Department of Gland Surgery, University of South China Affiliated Nanhua Hospital, Hengyang, China.
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31
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Barton JC, Barton JC, Acton RT. Non-alcoholic fatty liver disease in hemochromatosis probands with iron overload and HFE p.C282Y/p.C282Y. BMC Gastroenterol 2023; 23:137. [PMID: 37118679 PMCID: PMC10148383 DOI: 10.1186/s12876-023-02763-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 04/11/2023] [Indexed: 04/30/2023] Open
Abstract
BACKGROUND The aim of this study was to identify characteristics of non-alcoholic fatty liver disease (NAFLD) in adults with HFE p.C282Y/p.C282Y. METHODS We retrospectively studied non-Hispanic white hemochromatosis probands with iron overload (serum ferritin (SF) > 300 µg/L (M), > 200 µg/L (F)) and p.C282Y/p.C282Y at non-screening diagnosis who did not report alcohol consumption > 14 g/d, have cirrhosis or other non-NAFLD liver disorders, use steatogenic medication, or have diagnoses of heritable disorders that increase NAFLD risk. We identified NAFLD-associated characteristics using univariate and multivariable analyses. RESULTS There were 66 probands (31 men, 35 women), mean age 49 ± 14 (SD) y, of whom 16 (24.2%) had NAFLD. The following characteristics were higher in probands with NAFLD: median SF (1118 µg/L (range 259, 2663) vs. 567 µg/L (247, 2385); p = 0.0192); prevalence of elevated ALT/AST (alanine/aspartate aminotransferase) (43.8% vs. 10.0%; p = 0.0056); and prevalence of type 2 diabetes (T2DM) (31.3% vs. 10.0%; p = 0.0427). Mean age, sex, and prevalences of human leukocyte antigen-A*03 positivity, body mass index ≥ 30.0 kg/m2, hyperlipidemia, hypertension, and metabolic syndrome in probands with/without NAFLD did not differ significantly. Logistic regression on NAFLD using variables SF, elevated ALT/AST, and T2DM revealed: SF (p = 0.0318; odds ratio 1.0-1.0) and T2DM (p = 0.0342; 1.1-22.3). Median iron removed to achieve iron depletion (QFe) in probands with/without NAFLD did not differ significantly (3.6 g (1.4-7.2 g) vs. 2.8 g (0.7-11.0 g), respectively; p = 0.6862). CONCLUSIONS NAFLD in hemochromatosis probands with p.C282Y/p.C282Y is associated with higher median SF and greater T2DM prevalence, after adjustment for other factors. NAFLD does not influence QFe significantly.
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Affiliation(s)
- James C Barton
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
- Southern Iron Disorders Center, Birmingham, AL, USA.
| | | | - Ronald T Acton
- Southern Iron Disorders Center, Birmingham, AL, USA
- Department of Microbiology, University of Alabama at Birmingham, Birmingham, AL, USA
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Forlano R, Sigon G, Mullish BH, Yee M, Manousou P. Screening for NAFLD-Current Knowledge and Challenges. Metabolites 2023; 13:metabo13040536. [PMID: 37110194 PMCID: PMC10144613 DOI: 10.3390/metabo13040536] [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: 03/13/2023] [Revised: 04/05/2023] [Accepted: 04/06/2023] [Indexed: 04/29/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the most common cause of abnormal liver function tests worldwide, with an estimated prevalence ranging between 19-46% in the general population. Of note, NAFLD is also expected to become a leading cause of end-stage liver disease in the next decades. Given the high prevalence and severity of NAFLD, especially in high-risk populations (i.e., patients with type-2 diabetes mellitus and/or obesity), there is a major interest in early detection of the disease in primary care. Nevertheless, substantial uncertainties still surround the development of a screening policy for NAFLD, such as limitations in currently used non-invasive markers of fibrosis, cost-effectiveness and the absence of a licensed treatment. In this review, we summarise current knowledge and try to identify the limitations surrounding the screening policy for NAFLD in primary care.
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Affiliation(s)
- Roberta Forlano
- Liver Unit, Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London W21NY, UK
| | - Giordano Sigon
- Liver Unit, Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London W21NY, UK
| | - Benjamin H Mullish
- Liver Unit, Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London W21NY, UK
| | - Michael Yee
- Liver Unit, Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London W21NY, UK
| | - Pinelopi Manousou
- Liver Unit, Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London W21NY, UK
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Schattenberg JM, Balp MM, Reinhart B, Tietz A, Regnier SA, Capkun G, Ye Q, Loeffler J, Pedrosa MC, Docherty M. NASHmap: clinical utility of a machine learning model to identify patients at risk of NASH in real-world settings. Sci Rep 2023; 13:5573. [PMID: 37019931 PMCID: PMC10076319 DOI: 10.1038/s41598-023-32551-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 03/29/2023] [Indexed: 04/07/2023] Open
Abstract
The NASHmap model is a non-invasive tool using 14 variables (features) collected in standard clinical practice to classify patients as probable nonalcoholic steatohepatitis (NASH) or non-NASH, and here we have explored its performance and prediction accuracy. The National Institute of Diabetes and Digestive Kidney Diseases (NIDDK) NAFLD Adult Database and the Optum Electronic Health Record (EHR) were used for patient data. Model performance metrics were calculated from correct and incorrect classifications for 281 NIDDK (biopsy-confirmed NASH and non-NASH, with and without stratification by type 2 diabetes status) and 1,016 Optum (biopsy-confirmed NASH) patients. NASHmap sensitivity in NIDDK is 81%, with a slightly higher sensitivity in T2DM patients (86%) than non-T2DM patients (77%). NIDDK patients misclassified by NASHmap had mean feature values distinct from correctly predicted patients, particularly for aspartate transaminase (AST; 75.88 U/L true positive vs 34.94 U/L false negative), and alanine transaminase (ALT; 104.09 U/L vs 47.99 U/L). Sensitivity was slightly lower in Optum at 72%. In an undiagnosed Optum cohort at risk for NASH (n = 2.9 M), NASHmap predicted 31% of patients as NASH. This predicted NASH group had AST and ALT mean levels above normal range of 0-35 U/L, and 87% had HbA1C levels > 5.7%. Overall, NASHmap demonstrates good sensitivity in predicting NASH status in both datasets, and NASH patients misclassified as non-NASH by NASHmap have clinical profiles closer to non-NASH patients.
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Affiliation(s)
- Jörn M Schattenberg
- Metabolic Liver Research Program, I. Department of Medicine, University Medical Center, Mainz, Germany.
| | | | | | | | | | | | - Qin Ye
- ZS Associates, Philadelphia, PA, USA
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Mansour A, Motamed S, Hekmatdoost A, Karimi S, Mohajeri-Tehrani MR, Abdollahi M, Jelodar R, Sajjadi-Jazi SM. Factors related to hypermetabolism in individuals with type 2 diabetes mellitus and non-alcoholic fatty liver disease. Sci Rep 2023; 13:3669. [PMID: 36871124 PMCID: PMC9985614 DOI: 10.1038/s41598-023-30945-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 03/03/2023] [Indexed: 03/06/2023] Open
Abstract
Considering the progressive prevalence and co-occurrence of type 2 diabetes mellitus (T2DM) and non-alcoholic fatty liver disease (NAFLD), as well as the current evidence suggesting the elevated levels of basal metabolic rate (BMR) among these individuals, the present study aimed to identify factors determining hypermetabolism in such subjects. This cross sectional study was conducted in 30 to 53-year-old individuals with concurrent T2DM and NAFLD (controlled attenuation parameter score ≥ 260 dB/m). Resting energy expenditure (REE) was determined by an indirect calorimetry device. Hypermetabolism was defined as an elevated measured REE > 110% of the predicted REE. The multivariate logistic regression test was used for detecting factors associated with hypermetabolism. Between September, 2017, and March, 2018, a total of 95 eligible participants (64.40% male) with both T2DM and NAFLD were included, while 32.63% of them were classified as hypermetabolic. Overall, the mean recruitment age ± standard deviation and median (interquartile range) body mass index were 44.69 ± 5.47 years and 30.20 (27.80-33.30) kg/m2, respectively. Demographic, anthropometric and biochemical variables did not vary significantly across two groups except for total body water, low-density lipoprotein cholesterol and dipeptidyl peptidase 4 (DPP-4) inhibitors (p < 0.05). According to the results of multivariable logistic regression analyses, hypermetabolism had a positive association with adiponectin (odds ratio [OR] 1.167, 95% confidence interval [CI] 1.015-1.342, p = 0.030), physical activity (OR 1.134, 95% CI 1.002-1.284, p = 0.046), alanine transaminase (OR 1.062, 95% CI 1.006-1.122, p = 0.031) and diastolic blood pressure (OR 1.067, 95% CI 1.010-1.127, p = 0.021). However, fat free mass was inversely related to hypermetabolism (OR 0.935, 95% CI 0.883-0.991, p = 0.023). Adiponectin, alanine transaminase, physical activity, diastolic blood pressure and fat free mass were independently associated with hypermetabolism in subjects with NAFLD and T2DM.
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Affiliation(s)
- Asieh Mansour
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Azita Hekmatdoost
- Department of Clinical Nutrition & Dietetics, Faculty of Nutrition Sciences and Food Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sara Karimi
- Department of Clinical Nutrition & Dietetics, Faculty of Nutrition Sciences and Food Technology, National Nutrition and Food Technology Research Institute, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Mohajeri-Tehrani
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Abdollahi
- Digestive Disease Research Center, Digestive Disease Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Reihane Jelodar
- Department of Internal Medicine, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Sayed Mahmoud Sajjadi-Jazi
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.
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Clark JM, Cryer DRH, Morton M, Shubrook JH. Nonalcoholic fatty liver disease from a primary care perspective. Diabetes Obes Metab 2023; 25:1421-1433. [PMID: 36789676 DOI: 10.1111/dom.15016] [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] [Received: 11/04/2022] [Revised: 01/31/2023] [Accepted: 02/07/2023] [Indexed: 02/16/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) affects up to one-third of the US population. Approximately one-fifth of patients with NAFLD have nonalcoholic steatohepatitis (NASH), characterized by hepatocyte damage and inflammation with or without fibrosis. NASH leads to greater risk of liver-related complications and liver-related mortality, with the poorest outcomes seen in patients with advanced fibrosis. NASH is also associated with other metabolic comorbidities and conveys an increased risk of adverse cardiovascular outcomes and extrahepatic cancers. Despite its high prevalence, NAFLD is frequently underdiagnosed. This is a significant concern, given that early diagnosis of NAFLD is a key step in preventing progression to NASH. In this review, we describe the clinical impact of NASH from the perspective of both the clinician and the patient. In addition, we provide practical guidance on the diagnosis and management of NASH for primary care providers, who play a pivotal role in the frontline care of patients with NASH, and we use case studies to illustrate real-world scenarios encountered in the primary care setting.
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Affiliation(s)
- Jeanne M Clark
- Department of Medicine, Division of General Internal Medicine, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Donna R H Cryer
- Global Liver Institute, Washington, District of Columbia, USA
| | | | - Jay H Shubrook
- Primary Care Department, Touro University California College of Osteopathic Medicine, Vallejo, California, USA
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Semmler G, Datz C, Trauner M. Eating, diet, and nutrition for the treatment of non-alcoholic fatty liver disease. Clin Mol Hepatol 2023; 29:S244-S260. [PMID: 36517001 PMCID: PMC10029946 DOI: 10.3350/cmh.2022.0364] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022] Open
Abstract
Nutrition and dietary interventions are a central component in the pathophysiology, but also a cornerstone in the management of patients with non-alcoholic fatty liver disease (NAFLD). Summarizing our rapidly advancing understanding of how our diet influences our metabolism and focusing on specific effects on the liver, we provide a comprehensive overview of dietary concepts to counteract the increasing burden of NAFLD. Specifically, we emphasize the importance of dietary calorie restriction independently of the macronutrient composition together with adherence to a Mediterranean diet low in added fructose and processed meat that seems to exert favorable effects beyond calorie restriction. Also, we discuss intermittent fasting as a type of diet specifically tailored to decrease liver fat content and increase ketogenesis, awaiting future study results in NAFLD. Finally, personalized dietary recommendations could be powerful tools to increase the effectiveness of dietary interventions in patients with NAFLD considering the genetic background and the microbiome, among others.
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Affiliation(s)
- Georg Semmler
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Christian Datz
- Department of Internal Medicine, General Hospital Oberndorf, Teaching Hospital of the Paracelsus Medical University Salzburg, Oberndorf, Austria
| | - Michael Trauner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
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Abstract
In recent years, it has become clear that gut microbiota plays a major role in the human body, both in health and disease. Because of that, the gut microbiome and its impact on human well-being are getting wider and wider attention. Studies focused on the liver are not an exception. However, the majority of the analyses are concentrated on the bacterial part of the gut microbiota, while the fungi living in the human intestines are often omitted or underappreciated. This review is focused on the gut mycobiome as an important factor that should be taken into consideration regarding liver homeostasis and its perturbations. We have collected the findings in this field and we discuss their importance. We aim to emphasize the fungal compositional changes related to liver diseases and, by that, provide novel insights into the directions of liver research and gut microbiota as a therapeutic target for liver diseases.
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Affiliation(s)
- Natalia Szóstak
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, Poznan, Poland
| | - Marek Figlerowicz
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, Poznan, Poland
| | - Anna Philips
- Institute of Bioorganic Chemistry, Polish Academy of Sciences, Poznan, Poland
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Chai TY, Byth K, George J, Pasupathy D, Cheung NW. Elevated Hepatic Steatosis Index is Associated with the Development of Adverse Maternal, but Not Adverse Neonatal, Outcomes: A Retrospective Cohort Study. Int J Womens Health 2023; 15:589-598. [PMID: 37077282 PMCID: PMC10108907 DOI: 10.2147/ijwh.s399085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 02/15/2023] [Indexed: 04/21/2023] Open
Abstract
Objective To determine whether an elevated hepatic steatosis index (HSI), a non-invasive test for possible metabolic dysfunction-associated fatty liver disease (MAFLD), is associated with the development of adverse pregnancy outcomes. Material and Methods A retrospective cohort study was conducted on adult women with singleton pregnancies who delivered at two tertiary hospitals from August 2014 to December 2017. Aspartate aminotransaminase (AST) and alanine aminotransaminase (ALT) levels obtained 12 months pre-gravid, or during pregnancy but prior to screening for gestational diabetes mellitus (GDM), were extracted and linked with oral glucose tolerance test results. The HSI was calculated using the following equation: 8 × (ALT/AST ratio) + BMI (+2 if female; +2 if diabetes mellitus present) and considered elevated if >36. Multiple logistic regression analysis was used to quantify the association between elevated HSI and each composite adverse pregnancy outcome after adjusting for independent maternal risk factors. Results Over 40-months, 11929 women were eligible and of these, 1885 had liver enzymes collected. Women with an elevated HSI (>36) were more likely multiparous and overweight/obese compared to those women with a non-elevated HSI (≤36). Elevated HSI was significantly associated with a composite of adverse maternal outcomes (adjusted odds ratio (aOR) 1.55 95% CI 1.11-2.17, p=0.01), although a non-significant increased risk of a composite of adverse neonatal outcomes occurred after multivariable adjustment (aOR 1.17, 95% CI 0.94-1.45, p=0.17). Conclusion Over and above known maternal risk factors, women with elevated HSI were more likely to develop adverse maternal, but not adverse neonatal outcomes.
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Affiliation(s)
- Thora Y Chai
- Department of Diabetes and Endocrinology, Westmead Hospital, Westmead, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Reproduction and Perinatal Centre, The University of Sydney, Sydney, NSW, Australia
- Correspondence: Thora Y Chai, Email
| | - Karen Byth
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Western Sydney Local Health District Research Education Network, Westmead, NSW, Australia
| | - Jacob George
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Storr Liver Centre, Westmead Millennium Institute for Medical Research, Westmead, NSW, Australia
- Department of Gastroenterology and Hepatology, Westmead Hospital, Westmead, NSW, Australia
| | - Dharmintra Pasupathy
- Reproduction and Perinatal Centre, The University of Sydney, Sydney, NSW, Australia
| | - N Wah Cheung
- Department of Diabetes and Endocrinology, Westmead Hospital, Westmead, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Reproduction and Perinatal Centre, The University of Sydney, Sydney, NSW, Australia
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Hernandez-Tejero M, Clemente-Sanchez A, Bataller R. Spectrum, Screening, and Diagnosis of Alcohol-related Liver Disease. J Clin Exp Hepatol 2023; 13:75-87. [PMID: 36647416 PMCID: PMC9840079 DOI: 10.1016/j.jceh.2022.10.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 10/02/2022] [Indexed: 11/06/2022] Open
Abstract
Alcohol-related liver disease (ALD) represents one of the leading causes of chronic liver disease and is a major cause of liver-related deaths worldwide. ALD encompasses a range of disorders including simple steatosis, alcoholic steatohepatitis, fibrosis, cirrhosis, and hepatocellular carcinoma. Patients with underlying ALD and continued heavy alcohol consumption can also develop an episode of acute-on-chronic liver injury called alcohol-associated hepatitis, the most severe form of the disease, which portends a poor prognosis. The most important risk factor for the development of ALD is the amount of alcohol consumed. Individual susceptibility to progression to advanced fibrosis among heavy drinkers is likely determined by a combination of behavioral, environmental, genetic, and epigenetic factors, but the mechanisms are largely unknown. The only effective therapy for ALD is prolonged alcohol abstinence. Diagnosis of ALD involves assessing patients for alcohol use disorder and signs of advanced liver disease. In clinical practice, the histological assessment for ALD diagnosis is uncommon, and it is usually based on the medical history, clinical manifestations, and laboratory and imaging tests. Several promising biomarkers that can have both diagnostic and prognostic value in patients with ALD have been identified in recent years. This review provides an overview of the clinical spectrum of ALD, the diagnostic approach of the disease from different perspectives as well as current diagnostic and prognostic biomarkers.
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Key Words
- AH, alcohol-associated hepatitis
- ALD, alcohol-related liver disease
- ASH, alcoholic steatohepatitis
- AST, aspartate aminotransferase
- AUD, alcohol use disorder
- AUDIT, Alcohol Use Disorders Identification Test
- CAGE, Cut down, Annoyed, Guilty, and Eye-opener
- DSM-5, Diagnostic and Statistical Manual of Mental Disorders Fifth edition
- GGT, gamma-glutamyl transferase
- HCC, hepatocellular carcinoma
- INR, international normalized ratio
- LSM, liver stiffness measurement
- NAFLD, non-alcoholic fatty liver disease
- PCF, pericellular fibrosis
- SFS, SALVE fibrosis stages
- SHG, SALVE Histopathology Group
- TE, transient elastography
- WHO, World Health Organization
- alcohol-associated hepatitis
- alcohol-related liver cirrhosis
- alcohol-related liver disease
- alcoholic steatohepatitis
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Affiliation(s)
- Maria Hernandez-Tejero
- Liver Unit, Hospital Clinic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Center for Liver Diseases, Pittsburgh Liver Research Center, Division of Gastroenterology, Hepatology and Nutrition, University of Pittsburgh Medical Center, Pittsburgh, 200 Lothrop St, Pittsburgh, PA 15213, USA
| | - Ana Clemente-Sanchez
- Liver Unit, Digestive Department, Hospital General Universitario Gregorio Marañón, Complutense University of Madrid, CIBERehd, Madrid, Spain
- Center for Liver Diseases, Pittsburgh Liver Research Center, Division of Gastroenterology, Hepatology and Nutrition, University of Pittsburgh Medical Center, Pittsburgh, 200 Lothrop St, Pittsburgh, PA 15213, USA
| | - Ramon Bataller
- Liver Unit, Hospital Clinic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Center for Liver Diseases, Pittsburgh Liver Research Center, Division of Gastroenterology, Hepatology and Nutrition, University of Pittsburgh Medical Center, Pittsburgh, 200 Lothrop St, Pittsburgh, PA 15213, USA
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Predictive Risk Factors of Nonalcoholic Fatty Liver Disease in a Lean Chinese Population. J Pers Med 2022; 12:jpm12121958. [PMID: 36556179 PMCID: PMC9785460 DOI: 10.3390/jpm12121958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 11/20/2022] [Accepted: 11/25/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Although nonalcoholic fatty liver disease (NAFLD) is related to obesity, it may also affect lean individuals. Recent data suggest that lean NAFLD patients can develop the whole spectrum of NASH. However, the NAFLD predictive model for lean populations remains lacking. METHODS A total of 5037 lean individuals were included in this study, and the data were separated for training and validation. The logistic regression method was used, and a nomogram, a type of prediction model, was constructed according to the logistic regression analysis and the significant clinical factors. The performance of this model was evaluated based on its discrimination, calibration, and clinical utility. RESULTS The individuals were divided into the training (n = 4068) or validation (n = 969) cohorts at a ratio of 8 to 2. The overall prevalence of NAFLD in the lean cohort was 6.43%. The nomogram was constructed based on seven predictors: alanine aminotransferase, total cholesterol, triglycerides, low-density lipoprotein cholesterol, creatinine, uric acid, and hemoglobin A1C. The model based on these factors showed good predictive accuracy in the training set and in the internal validation set, with areas under the curve (AUCs) of 0.870 and 0.887, respectively. The calibration curves and decision curve analysis (DCA) displayed good clinical utility. CONCLUSION the nomogram model provides a simple and reliable ability to predict the risk of NAFLD in lean subjects. The model can predict lean NAFLD and can help physicians screen and identify lean subjects at a high risk of NAFLD.
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Tverezovska II, Zhelezniakova NM. SELENIUM-ASSOCIATED MECHANISMS OF PROGRESSION OF NONALCOHOLIC FATTY LIVER DISEASE IN HYPERTENSIVE PATIENTS. WIADOMOSCI LEKARSKIE (WARSAW, POLAND : 1960) 2022; 75:2671-2676. [PMID: 36591752 DOI: 10.36740/wlek202211121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
OBJECTIVE The aim: To determine the role of selenium and Selenoprotein P in the intensification of inflammation processes, deviations of the functional state of the liver and the progression of changes in its parenchyma in patients with NAFLD and hypertension. PATIENTS AND METHODS Material and methods: Study included 100 gender and age matched NAFLD patients: 49 (67.3 % women) hypertensive (main group) and 51 (58.8 % women) non-hypertensive NAFLD patients. 20 individuals (55.0 % women) formed control group. Diagnosis of NAFLD and hypertension was made according to respective guidelines. All patients underwent measurement of liver transferases, selenium, Selenoprotein P, IL-8 and IL-10. RESULTS Results: In both study groups, ALT and AST levels were significantly predominant in patients with steatohepatitis than steatosis. Increase in IL-8 and IL-10 was found in main study groups but not in subgroup analysis. In hypertensive NAFLD patients with steatosis, ALT correlated with selenium and Selenoprotein P. A direct correlation was between the de Ritis index and IL-8. Selenium correlated with IL-8 but not IL-10. Selenoprotein P correlated inversely with IL-8 and directly with IL-10. CONCLUSION Conclusions: Intensification of inflammation and depletion of antioxidant protection under presence of hypertension deepen redox violations in NAFLD patients. Such changes can be only partially compensated by anti-inflammatory and antioxidative activity. Selenium and Selenoprotein P are important substances in progression of NAFLD and should be assessed regarding diagnosis and treatment of NAFLD patients.
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Spaur M, Nigra AE, Sanchez TR, Navas-Acien A, Lazo M, Wu HC. Association of blood manganese, selenium with steatosis, fibrosis in the National Health and Nutrition Examination Survey, 2017-18. ENVIRONMENTAL RESEARCH 2022; 213:113647. [PMID: 35691383 PMCID: PMC10031575 DOI: 10.1016/j.envres.2022.113647] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 05/10/2022] [Accepted: 06/06/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND & AIMS Chronic liver disease is a growing health burden worldwide. Chronic metal exposures may be associated with non-alcoholic fatty liver disease (NAFLD). We aimed to evaluate the association of blood cadmium (Cd), mercury (Hg), lead (Pb), manganese (Mn), and selenium (Se) with two hallmark features of NAFLD: liver steatosis and fibrosis in the general U.S. METHODS We analyzed transient liver elastography data from participants of the National Health and Nutrition Examination Survey (NHANES) 2017-18, using ordinal logistic regression analyses to evaluate the cross-sectional association between blood metal concentrations and clinical stages of steatosis and fibrosis. We applied survey weights, strata, and primary sampling units and analyses were conducted using the R survey package. RESULTS 4,154 participants were included. Median (IQR) for blood Mn and blood Se were 9.28 (7.48-11.39) and 191.08 (176.55-207.16) μg/L, respectively. Per interquartile range increase of natural log transformed blood Mn, the adjusted odds ratio (OR) (95% CI) was 1.59 (1.13-2.23) for a higher grade of steatosis and 1.16 (0.67-2.00) for liver fibrosis. The corresponding OR for steatosis was 2.00 (1.24-3.24) and 2.14 (1.04-4.42) in Black and Mexican American participants, respectively. The corresponding OR for liver fibrosis was 2.96 (1.42-6.17) for females. Per interquartile range increase of natural log transformed blood Se, the adjusted OR was 2.25 (1.30-3.89) for steatosis but 0.31 (0.13-0.72) for liver fibrosis. The inverse association of blood Se with liver fibrosis was also observed in males and White participants. Blood Cd, Hg, and Pb were not associated with liver steatosis and fibrosis in fully-adjusted models overall. CONCLUSIONS In NHANES 2017-18, higher blood Mn was positively associated with liver steatosis, and higher Se was positively associated with liver steatosis but negatively associated with liver fibrosis. Longitudinal studies are needed to examine the association of Mn and Se with fibrosis progression.
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Affiliation(s)
- Maya Spaur
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, W 168th St, Room 1107, New York, NY, USA.
| | - Anne E Nigra
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, W 168th St, Room 1107, New York, NY, USA.
| | - Tiffany R Sanchez
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, W 168th St, Room 1107, New York, NY, USA.
| | - Ana Navas-Acien
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, W 168th St, Room 1107, New York, NY, USA.
| | - Mariana Lazo
- Department of Community Health and Prevention, Drexel University Dornsife School of Public Health, Philadelphia, PA, USA.
| | - Hui-Chen Wu
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, W 168th St, Room 1107, New York, NY, USA; Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA.
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Li Z, Mao X, Cui X, Yu T, Zhang M, Li X, Li G. Evaluate the elasticity of carotid artery in the type 2 diabetes mellitus patients with nonalcoholic fatty liver disease by two-dimensional strain imaging. Medicine (Baltimore) 2022; 101:e30738. [PMID: 36181039 PMCID: PMC9524962 DOI: 10.1097/md.0000000000030738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
To evaluate carotid elasticity by using two-dimensional strain imaging (2DSI) in type 2 diabetes mellitus (T2DM) patients with nonalcoholic fatty liver disease (NAFLD). 98 patients with T2DM diagnosed in our hospital were selected. All the patients were without carotid plaque, which were proved by carotid ultrasonography. According to the fatty liver classification standard, patients were divided into three groups. There were 35 cases without NAFLD in group A, 33 cases with mild NAFLD in group B and 30 cases with moderate to severe NAFLD in group C. By using two-dimensional and M-mode ultrasound to measure the left carotid intima-media thickness (IMT), common carotid arterial systolic diameter (Ds) and diastolic diameter (Dd). The systolic peak velocity was measured by spectral Doppler ultrasound. The systolic global peak circumferential strain (CS), early and late systolic global circumferential strain rate (CSr) were measured by 2DSI. The stiffness parameters β1 and β2 were calculated by M-mode ultrasound and 2DSI separately. Among three groups, the Ds, Dd and systolic peak velocity showed no significant difference (all P > .05). In group C, IMT and β1 were obviously increased than those of groups A and B (all P < .05). Compared groups A and B, there were no significant difference in IMT and β1 (all P > .05). β2 was higher in groups B and C than those in group A, CS, CSr were lower in groups B and C than those in group A (both P > .05). The carotid elasticity of T2DM patients with NAFLD can be evaluated by 2DSI.
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Affiliation(s)
- Zhen Li
- Department of Ultrasound, the Second Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Xin Mao
- Department of Ultrasound, the Second Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Xiuxiu Cui
- Department of Ultrasound, the Second Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Tingting Yu
- Department of Ultrasound, the Second Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Mengmeng Zhang
- Department of Ultrasound, the Second Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Xiya Li
- Department of Ultrasound, the Second Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Guangsen Li
- Department of Ultrasound, the Second Affiliated Hospital of Dalian Medical University, Dalian, China
- *Correspondence: Guangsen Li, Department of Ultrasound, the Second Affiliated Hospital of Dalian Medical University, Dalian 116027, China (e-mail: )
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Liu W, Shang J, Deng Y, Han X, Chen Y, Wang S, Yang R, Dong F, Shang H. Network pharmacology analysis on mechanism of Jian Pi Qing Gan Yin decoction ameliorating high fat diet-induced non-alcoholic fatty liver disease and validated in vivo. JOURNAL OF ETHNOPHARMACOLOGY 2022; 295:115382. [PMID: 35577161 DOI: 10.1016/j.jep.2022.115382] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 04/24/2022] [Accepted: 05/10/2022] [Indexed: 06/15/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Jian Pi Qing Gan Yin (JPQGY) has been used clinically to relieve non-alcoholic fatty liver disease (NAFLD) in China for decades; however, the underlying mechanisms of JPQGY remain unclear. AIM OF THE STUDY We evaluated the effects and mechanisms of JPQGY and hepatic steatosis caused by the middle stage of 13-week-high-fat-diet-induced NAFLD in mice. MATERIALS AND METHODS Different dosages of JPQGY (5.5, 11, and 22 g/kg/day) were administered to NAFLD mice simultaneously. Body weight, body mass index (BMI), and liver lipid- and inflammation-related serum indicators were measured enzymatically. Liver samples were stained with Oil Red O and hematoxylin and eosin (H&E). Next, we performed a network pharmacology analysis and verified eight target genes mapping to NAFLD-related lipid metabolism pathways. The mRNA/protein expression was analyzed by real-time polymerase chain reaction (PCR) and western blotting. RESULTS JPQGY significantly relieved histological damage (steatosis-inflammation-fibrosis), prevented the downregulation of AMPK and Pparα, and upregulated LXRα, Srebp-1c, F4/80, Nf-κb, and Cyp2e1 in the HFD-induced NAFLD mouse model. CONCLUSIONS The present results suggest that chronic treatment with JPQGY ameliorated HFD-induced NAFLD in mice by targeting the first and second phases of hepatic steatosis by stimulating the AMPK/PPARα pathway and inhibiting the LXRα/Srebp1/Nf-κb pathway. Our findings provide evidence that supports the clinical use of this formula for high-fat diet-induced fatty liver disease.
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Affiliation(s)
- Weiwei Liu
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, 210029, Jiangsu, China; Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
| | - Jingyu Shang
- Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
| | - Yinxiang Deng
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, 210029, Jiangsu, China; Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
| | - Xiuzhen Han
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, 210029, Jiangsu, China; Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
| | - Yugen Chen
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, 210029, Jiangsu, China; Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
| | - Shuangshuang Wang
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, 210029, Jiangsu, China; Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
| | - Ruwen Yang
- Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
| | - Fan Dong
- Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China
| | - Hongtao Shang
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, 210029, Jiangsu, China; Nanjing University of Chinese Medicine, Nanjing, 210023, Jiangsu, China.
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Kabbani M, Michailidis E, Steensels S, Fulmer CG, Luna JM, Le Pen J, Tardelli M, Razooky B, Ricardo-Lax I, Zou C, Zeck B, Stenzel AF, Quirk C, Foquet L, Ashbrook AW, Schneider WM, Belkaya S, Lalazar G, Liang Y, Pittman M, Devisscher L, Suemizu H, Theise ND, Chiriboga L, Cohen DE, Copenhaver R, Grompe M, Meuleman P, Ersoy BA, Rice CM, de Jong YP. Human hepatocyte PNPLA3-148M exacerbates rapid non-alcoholic fatty liver disease development in chimeric mice. Cell Rep 2022; 40:111321. [PMID: 36103835 DOI: 10.1016/j.celrep.2022.111321] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 05/11/2022] [Accepted: 08/16/2022] [Indexed: 11/28/2022] Open
Abstract
Advanced non-alcoholic fatty liver disease (NAFLD) is a rapidly emerging global health problem associated with pre-disposing genetic polymorphisms, most strikingly an isoleucine to methionine substitution in patatin-like phospholipase domain-containing protein 3 (PNPLA3-I148M). Here, we study how human hepatocytes with PNPLA3 148I and 148M variants engrafted in the livers of broadly immunodeficient chimeric mice respond to hypercaloric diets. As early as four weeks, mice developed dyslipidemia, impaired glucose tolerance, and steatosis with ballooning degeneration selectively in the human graft, followed by pericellular fibrosis after eight weeks of hypercaloric feeding. Hepatocytes with the PNPLA3-148M variant, either from a homozygous 148M donor or overexpressed in a 148I donor background, developed microvesicular and severe steatosis with frequent ballooning degeneration, resulting in more active steatohepatitis than 148I hepatocytes. We conclude that PNPLA3-148M in human hepatocytes exacerbates NAFLD. These models will facilitate mechanistic studies into human genetic variant contributions to advanced fatty liver diseases.
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Affiliation(s)
- Mohammad Kabbani
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA; Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
| | - Eleftherios Michailidis
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA; Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA 30322, USA
| | - Sandra Steensels
- Division of Gastroenterology and Hepatology, Weill Cornell Medicine, 413 East 69th Street, BB626, New York, NY 10065, USA
| | - Clifton G Fulmer
- Department of Pathology, Weill Cornell Medicine, New York, NY 10065, USA; Robert J. Tomsich Pathology and Laboratory Medicine Institute, The Cleveland Clinic, Cleveland, OH 44195, USA
| | - Joseph M Luna
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA
| | - Jérémie Le Pen
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA
| | - Matteo Tardelli
- Division of Gastroenterology and Hepatology, Weill Cornell Medicine, 413 East 69th Street, BB626, New York, NY 10065, USA
| | - Brandon Razooky
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA
| | - Inna Ricardo-Lax
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA
| | - Chenhui Zou
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA; Division of Gastroenterology and Hepatology, Weill Cornell Medicine, 413 East 69th Street, BB626, New York, NY 10065, USA
| | - Briana Zeck
- Department of Pathology, NYU Langone, New York, NY 10028, USA
| | - Ansgar F Stenzel
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA; Department of Infectious Diseases, Molecular Virology, Heidelberg University, Heidelberg, Germany
| | - Corrine Quirk
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA
| | | | - Alison W Ashbrook
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA
| | - William M Schneider
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA
| | - Serkan Belkaya
- St. Giles Laboratory of Human Genetics of Infectious Diseases, The Rockefeller University, New York, NY 10065, USA
| | - Gadi Lalazar
- Division of Gastroenterology and Hepatology, Weill Cornell Medicine, 413 East 69th Street, BB626, New York, NY 10065, USA; Laboratory of Cellular Biophysics, The Rockefeller University, New York, NY 10065, USA
| | - Yupu Liang
- Center for Clinical and Translational Science, The Rockefeller University, New York, NY 10065, USA
| | - Meredith Pittman
- Department of Pathology, Weill Cornell Medicine, New York, NY 10065, USA
| | - Lindsey Devisscher
- Department of Basic and Applied Medical Sciences, Gut-Liver Immunopharmacology Unit, Ghent University, Ghent, Belgium
| | | | - Neil D Theise
- Department of Pathology, NYU Langone, New York, NY 10028, USA
| | - Luis Chiriboga
- Department of Pathology, NYU Langone, New York, NY 10028, USA
| | - David E Cohen
- Division of Gastroenterology and Hepatology, Weill Cornell Medicine, 413 East 69th Street, BB626, New York, NY 10065, USA
| | | | - Markus Grompe
- Yecuris Corporation, Tualatin, OR 97062, USA; Department of Pediatrics, Oregon Stem Cell Center, Oregon Health and Science University, Portland, OR 97239, USA
| | - Philip Meuleman
- Laboratory of Liver Infectious Diseases, Ghent University, Ghent, Belgium
| | - Baran A Ersoy
- Division of Gastroenterology and Hepatology, Weill Cornell Medicine, 413 East 69th Street, BB626, New York, NY 10065, USA
| | - Charles M Rice
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA
| | - Ype P de Jong
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY 10065, USA; Division of Gastroenterology and Hepatology, Weill Cornell Medicine, 413 East 69th Street, BB626, New York, NY 10065, USA.
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46
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Li Y, Chen A, Li Z, Cui X, Zhang G. Effectiveness of polyene phosphatidylcholine and its combination with other drugs in patients with liver diseases based on real-world research. Expert Rev Clin Pharmacol 2022; 15:1363-1375. [PMID: 36062967 DOI: 10.1080/17512433.2022.2121700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES Polyene phosphatidylcholine (PPC) is a widely used hepatoprotective drug. We aim to explore the effectiveness of PPC in patients with liver diseases based on real-world research, and compare with other hepatoprotective drugs. METHODS This was a "three-phase" retrospective study, including a descriptive study, a self-control case study, and a specific-disease cohort study. 14,800 hospitalized patients were enrolled in phase I from January 1, 2015, to January 1, 2020, of which 793 patients using PPC alone were included for phase II & III. The major measurement of effectiveness analysis was the ALT level and its changes. Wilcoxon signed rank test, Chi-Square Test and Mann-Whitney U Test were used. RESULTS In patients without liver tumor, ALT level decreased after using PPC (p < 0.01), and the decrease of ALT level using PPC was greater than using glutathione or magnesium isoglycyrrhizinate alone (p=0.044; p=0.038). In patients without liver tumor but having abnormal liver function, the decrease of ALT level using PPC + glutathione was greater than using glutathione alone (p=0.047). CONCLUSION PPC had a beneficial effect on liver function in patients without liver tumor, and PPC could enhance the liver protective function of glutathione and magnesium isoglycyrrhizinate.
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Affiliation(s)
- Ying Li
- Department of Pharmacy, Shanghai Pulmonary Hospital, Tongji University, Shanghai 200433, China.,Department of Pharmacy, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China.,Ying Li and Anni Chen contributed equally to this work
| | - Anni Chen
- Department of Pharmacy, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China.,Ying Li and Anni Chen contributed equally to this work
| | - Zhizhen Li
- Department of Biliary Tract Surgery I, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
| | - Xiuliang Cui
- National Center for Liver Cancer, Second Military Medical University, Shanghai, 200438, China
| | - Guoqing Zhang
- Department of Pharmacy, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai 200438, China
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47
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Karjoo S, Auriemma A, Fraker T, Bays HE. Nonalcoholic fatty liver disease and obesity: An Obesity Medicine Association (OMA) Clinical Practice Statement (CPS) 2022. OBESITY PILLARS (ONLINE) 2022; 3:100027. [PMID: 37990727 PMCID: PMC10661876 DOI: 10.1016/j.obpill.2022.100027] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 07/02/2022] [Indexed: 11/23/2023]
Abstract
Background This Obesity Medicine Association (OMA) Clinical Practice Statement (CPS) provides clinicians an overview of nonalcoholic fatty liver disease (NAFLD), potential progression to nonalcoholic steatohepatitis (NASH), and their application to obesity. Methods The scientific information for this CPS is based upon published scientific citations, clinical perspectives of OMA authors, and peer review by the Obesity Medicine Association leadership. Results Topics of this CPS include the prevalence of NAFLD and NASH, the prevalence of NAFLD and NASH among patients with obesity, as well as NAFLD and NASH definitions, diagnosis, imaging, pathophysiology, differential diagnosis, role of high fructose corn syrup and other simple sugars, and treatment (e.g., nutrition, physical activity, medications). Conclusions This Obesity Medicine Association (OMA) Clinical Practice Statement (CPS) regarding NAFLD and obesity is one of a series of OMA CPSs designed to assist clinicians in the care of patients with the disease of obesity. Patients with obesity are at increased risk for NAFLD and NASH. Patients may benefit when clinicians who manage obesity understand the etiology, diagnosis, and optimal treatment of NAFLD with a goal to prevent NASH.
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Affiliation(s)
- Sara Karjoo
- University of South Florida, 12901 Bruce B Downs Blvd, Tampa, FL, 33612, USA
- Florida State University, 1115 W Call St., Tallahassee, FL, 32304, USA
- Johns Hopkins School of Medicine, 733 N Broadway, Baltimore, MD, 21205, USA
| | - Anthony Auriemma
- Ascension Illinois Medical Group Weight Loss Solutions, 25 E Schaumburg Rd, Suite 101, Schaumburg, IL, 60194, USA
| | - Teresa Fraker
- Obesity Medicine Association, 7173 South Havana Street #600-130, Centennial, CO, 80112, USA
| | - Harold Edward Bays
- Louisville Metabolic and Atherosclerosis Research Center, 3288 Illinois Avenue, 40213, USA
- University of Louisville School of Medicine, 500 S Preston St, Louisville, KY, 40202, USA
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48
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Oses M, Cadenas‐Sanchez C, Medrano M, Galbete A, Miranda‐Ferrua E, Ruiz JR, Sánchez‐Valverde F, Ortega FB, Cabeza R, Villanueva A, Idoate F, Labayen I. Development of a prediction protocol for the screening of metabolic associated fatty liver disease in children with overweight or obesity. Pediatr Obes 2022; 17:e12917. [PMID: 35394122 PMCID: PMC9541234 DOI: 10.1111/ijpo.12917] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 03/03/2022] [Accepted: 03/07/2022] [Indexed: 12/11/2022]
Abstract
BACKGROUND The early detection and management of children with metabolic associated fatty liver disease (MAFLD) is challenging. OBJECTIVE To develop a non-invasive and accurate prediction protocol for the identification of MAFLD among children with overweight/obesity candidates to confirmatory diagnosis. METHODS A total of 115 children aged 8-12 years with overweight/obesity, recruited at a primary care, were enrolled in this cross-sectional study. The external validation was performed using a cohort of children with overweight/obesity (N = 46) aged 8.5-14.0 years. MAFLD (≥5.5% hepatic fat) was diagnosed by magnetic resonance imaging (MRI). Fasting blood biochemical parameters were measured, and 25 candidates' single nucleotide polymorphisms (SNPs) were determined. Variables potentially associated with the presence of MAFLD were included in a multivariate logistic regression. RESULTS Children with MAFLD (36%) showed higher plasma triglycerides (TG), insulin, homeostasis model assessment of insulin resistance (HOMA-IR), alanine aminotransferase (ALT), aspartate transaminase (AST), glutamyl-transferase (GGT) and ferritin (p < 0.05). The distribution of the risk-alleles of PPARGrs13081389, PPARGrs1801282, HFErs1800562 and PNLPLA3rs4823173 was significantly different between children with and without MAFLD (p < 0.05). Three biochemical- and/or SNPs-based predictive models were developed, showing strong discriminatory capacity (AUC-ROC: 0.708-0.888) but limited diagnostic performance (sensitivity 67%-82% and specificity 63%-69%). A prediction protocol with elevated sensitivity (72%) and specificity (84%) based on two consecutive steps was developed. The external validation showed similar results: sensitivity of 70% and specificity of 85%. CONCLUSIONS The HEPAKID prediction protocol is an accurate, easy to implant, minimally invasive and low economic cost tool useful for the early identification and management of paediatric MAFLD in primary care.
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Affiliation(s)
- Maddi Oses
- Institute for Sustainability & Food Chain Innovation (ISFOOD)University of NavarraPamplonaSpain,Navarra Institute for Health ResearchIdiSNAPamplonaSpain,Department of Health SciencesPublic University of Navarra, Campus de ArrosadiaPamplonaSpain
| | - Cristina Cadenas‐Sanchez
- Institute for Sustainability & Food Chain Innovation (ISFOOD)University of NavarraPamplonaSpain,Navarra Institute for Health ResearchIdiSNAPamplonaSpain,Department of Health SciencesPublic University of Navarra, Campus de ArrosadiaPamplonaSpain
| | - María Medrano
- Institute for Sustainability & Food Chain Innovation (ISFOOD)University of NavarraPamplonaSpain,Navarra Institute for Health ResearchIdiSNAPamplonaSpain,Department of Health SciencesPublic University of Navarra, Campus de ArrosadiaPamplonaSpain
| | - Arkaitz Galbete
- Navarrabiomed‐Hospital Complex of Navarra and Public University of Navarra IdisNAREDISSECPamplonaSpain
| | - Emiliano Miranda‐Ferrua
- Institute for Sustainability & Food Chain Innovation (ISFOOD)University of NavarraPamplonaSpain,Navarra Institute for Health ResearchIdiSNAPamplonaSpain,Department of Health SciencesPublic University of Navarra, Campus de ArrosadiaPamplonaSpain
| | - Jonatan R. Ruiz
- PROmoting FITness and Health through Physical Activity Research Group (PROFITH), Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, School of Sports ScienceUniversity of GranadaGranadaSpain,Instituto de Investigación Biosanitariaibs.GranadaGranadaSpain
| | | | - Francisco B. Ortega
- PROmoting FITness and Health through Physical Activity Research Group (PROFITH), Sport and Health University Research Institute (iMUDS), Department of Physical and Sports Education, School of Sports ScienceUniversity of GranadaGranadaSpain
| | - Rafael Cabeza
- Department of Electrical, Electronic and Communications Engineering, Institute of smart cities (ISC)Public University of NavarrePamplonaSpain
| | - Arantxa Villanueva
- Navarra Institute for Health ResearchIdiSNAPamplonaSpain,Department of Electrical, Electronic and Communications Engineering, Institute of smart cities (ISC)Public University of NavarrePamplonaSpain
| | - Fernando Idoate
- Department of Health SciencesPublic University of Navarra, Campus de ArrosadiaPamplonaSpain,Department of RadiologyMutua NavarraPamplonaSpain
| | - Idoia Labayen
- Institute for Sustainability & Food Chain Innovation (ISFOOD)University of NavarraPamplonaSpain,Navarra Institute for Health ResearchIdiSNAPamplonaSpain,Department of Health SciencesPublic University of Navarra, Campus de ArrosadiaPamplonaSpain
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Jun BG, Kim M, Shin HS, Yi JJ, Yi SW. Impact of overweight and obesity on the risk of hepatocellular carcinoma: a prospective cohort study in 14.3 million Koreans. Br J Cancer 2022; 127:109-115. [PMID: 35249102 PMCID: PMC9276765 DOI: 10.1038/s41416-022-01771-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 02/08/2022] [Accepted: 02/17/2022] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Whether obesity and being overweight, defined by body mass index (BMI), increase hepatocellular carcinoma (HCC) has been less apparent in Asian populations. METHODS Overall, 14,265,822 Korean adults who underwent routine health examinations during 2003-2006 were followed up for HCC. Multivariable-adjusted hazard ratios (HRs) associated with BMI were calculated. RESULTS During 13.7 years (mean) of follow-up, 47,308 individuals developed HCC. HRs of HCC associated with BMIs of 25.0-26.4, 26.5-27.9, 28.0-29.4, 29.5-30.9 and ≥31 kg/m² compared to those for 23.5-24.9 kg/m² were 1.05, 1.20, 1.39, 1.59 and 2.13, respectively. For BMI < 25 kg/m², linear associations were not apparent. For BMI ≥ 25 kg/m2, the HR per 5 kg/m2 increase in BMI was 1.60 (total), 1.60 (men), and 1.59 (women). The corresponding HRs were 1.56, 1.61 and 1.60 for individuals aged <45, 45-64 and ≥65 years, respectively. Further adjustment for alanine transaminase (ALT) levels substantially reduced the HRs for high BMI, especially in men and younger adults. CONCLUSIONS Overweight and obesity clearly increase HCC risk in Koreans. ALT levels are a mediator of the impact of obesity, but it may not accurately predict high BMI-induced liver damage that can potentially progress to HCC, especially in women and older adults.
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Affiliation(s)
- Baek Gyu Jun
- grid.411627.70000 0004 0647 4151Department of Internal Medicine, Sanggye Paik Hospital, Inje University College of Medicine, Seoul, 01757 Republic of Korea
| | - Moonho Kim
- grid.267370.70000 0004 0533 4667Department of Hematology and Oncology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Gangneung-si, Gangwon-do 25440 Republic of Korea
| | - Hwang Sik Shin
- grid.412677.10000 0004 1798 4157Department of Family Medicine, Soonchunhyang University College of Medicine, Cheonan Hospital, Cheonan, 31151 Republic of Korea
| | - Jee-Jeon Yi
- grid.411199.50000 0004 0470 5702Institute for Occupational and Environmental Health, Catholic Kwandong University, Gangneung, 25601 Republic of Korea
| | - Sang-Wook Yi
- Department of Preventive Medicine and Public Health, Catholic Kwandong University College of Medicine, Gangneung, 25601, Republic of Korea.
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50
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Schulte DM, Waetzig GH, Schuett H, Marx M, Schulte B, Garbers C, Lokau J, Vlacil AK, Schulz J, Seoudy AK, Schieffer B, Rosenstiel P, Seeger M, Laudes M, Rose-John S, Lützen U, Grote K, Schreiber S. Case Report: Arterial Wall Inflammation in Atherosclerotic Cardiovascular Disease is Reduced by Olamkicept (sgp130Fc). Front Pharmacol 2022; 13:758233. [PMID: 35754497 PMCID: PMC9218605 DOI: 10.3389/fphar.2022.758233] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 05/09/2022] [Indexed: 11/25/2022] Open
Abstract
Inflammation is a strong driver of atherosclerotic cardiovascular disease (ASCVD). There is a large unmet need for therapies that prevent or reduce excessive inflammation while avoiding systemic immunosuppression. We showed previously that selective inhibition of pro-inflammatory interleukin-6 (IL-6) trans-signalling by the fusion protein olamkicept (sgp130Fc) prevented and reduced experimental murine atherosclerosis in low-density lipoprotein receptor-deficient (Ldlr−/−) mice on a high-fat, high-cholesterol diet independently of low-density lipoprotein (LDL) cholesterol metabolism. Therefore, we allowed compassionate use of olamkicept (600 mg intravenously biweekly for 10 weeks) in a patient with very-high-risk ASCVD. Despite optimal LDL cholesterol under maximum tolerated lipid-lowering treatment, the patient had a remaining very high risk for future cardiovascular events related to significant arterial wall inflammation with lipoprotein (a) [Lp(a)]-cholesterol as the main contributor. 18Fluorodeoxyglucose positron emission tomography/computed tomography (18FDG PET/CT) measurements were performed before and after the treatment period. Olamkicept reduced arterial wall inflammation in this patient without interfering with lipoprotein metabolism. No clinical or laboratory side effects were observed during or after treatment with olamkicept. Our findings in this patient matched the results from our mechanistic study in Ldlr−/− mice, which were extended by additional analyses on vascular inflammation. Olamkicept may be a promising option for treating ASCVD independently of LDL cholesterol metabolism. A Phase II trial of olamkicept in ASCVD is currently being prepared.
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Affiliation(s)
- Dominik M Schulte
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany.,Institute of Diabetes and Clinical Metabolic Research, Kiel University and UKSH, Kiel, Germany
| | - Georg H Waetzig
- Institute of Clinical Molecular Biology, Kiel University and UKSH, Kiel, Germany.,CONARIS Research Institute AG, Kiel, Germany
| | - Harald Schuett
- Department of Cardiology and Angiology, Philipps-University, Marburg, Germany
| | - Marlies Marx
- Department of Nuclear Medicine, Molecular Imaging Diagnostics and Therapy, UKSH, Kiel, Germany
| | - Berenice Schulte
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany
| | - Christoph Garbers
- Department of Pathology, Otto-von-Guericke-University, Magdeburg, Germany
| | - Juliane Lokau
- Department of Pathology, Otto-von-Guericke-University, Magdeburg, Germany
| | - Ann-Kathrin Vlacil
- Department of Cardiology and Angiology, Philipps-University, Marburg, Germany
| | - Juliane Schulz
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany
| | - Anna K Seoudy
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany
| | - Bernhard Schieffer
- Department of Cardiology and Angiology, Philipps-University, Marburg, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Kiel University and UKSH, Kiel, Germany
| | - Marcus Seeger
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany
| | - Matthias Laudes
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany.,Institute of Diabetes and Clinical Metabolic Research, Kiel University and UKSH, Kiel, Germany
| | | | - Ulf Lützen
- Department of Nuclear Medicine, Molecular Imaging Diagnostics and Therapy, UKSH, Kiel, Germany
| | - Karsten Grote
- Department of Cardiology and Angiology, Philipps-University, Marburg, Germany
| | - Stefan Schreiber
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany.,Institute of Clinical Molecular Biology, Kiel University and UKSH, Kiel, Germany
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