1
|
Singh P, Singh R, Pasricha C, Kumari P. Navigating liver health with metabolomics: A comprehensive review. Clin Chim Acta 2025; 566:120038. [PMID: 39536895 DOI: 10.1016/j.cca.2024.120038] [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: 09/21/2024] [Revised: 11/06/2024] [Accepted: 11/10/2024] [Indexed: 11/16/2024]
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the main cause of chronic liver disease worldwide, affecting one-fourth of the world's population. With more than half of the world's population, the Asia-Pacific region contributed 62.6 % of liver-related fatal incidents in 2015. Currently, liver imaging techniques such as computed tomography (CT), nuclear magnetic resonance (NMR) spectroscopy, and ultrasound are non-invasive imaging methods to diagnose the disease. A liver biopsy is the gold standard test for establishing the definite diagnosis of non-alcoholic steatohepatitis (NASH). However, there are still significant problems with sample variability and the procedure's invasiveness. Numerous studies have indicated various non-invasive biomarkers for both fibrosis and steatosis to counter the invasiveness of diagnostic procedures. Metabolomics could be a promising method for detecting early liver diseases, investigating pathophysiology, and developing drugs. Metabolomics, when utilized with other omics technologies, can result in a deeper understanding of biological systems. Metabolomics has emerged as a prominent research topic, offering extensive opportunities to investigate biomarkers for liver diseases that are both sensitive and specific. In this review, we have described the recent studies involving the use of a metabolomics approach in the diagnosis of liver diseases, which would be beneficial for the early detection and treatment of liver diseases.
Collapse
Affiliation(s)
- Preetpal Singh
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Ravinder Singh
- Chitkara College of Pharmacy, Chitkara University, Punjab, India.
| | - Chirag Pasricha
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Pratima Kumari
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| |
Collapse
|
2
|
Gurjar S, Bhat A R, Upadhya R, Shenoy RP. Extracellular vesicle-mediated approaches for the diagnosis and therapy of MASLD: current advances and future prospective. Lipids Health Dis 2025; 24:5. [PMID: 39773634 PMCID: PMC11705780 DOI: 10.1186/s12944-024-02396-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 12/05/2024] [Indexed: 01/11/2025] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is an asymptomatic, multifaceted condition often associated with various risk factors, including fatigue, obesity, insulin resistance, metabolic syndrome, and sleep apnea. The increasing burden of MASLD underscores the critical need for early diagnosis and effective therapies. Owing to the lack of efficient therapies for MASLD, early diagnosis is crucial. Consequently, noninvasive biomarkers and imaging techniques are essential for analyzing disease risk and play a pivotal role in the global diagnostic process. The use of extracellular vesicles has emerged as promising for early diagnosis and therapy of various liver ailments. Herein, a comprehensive summary of the current diagnostic modalities for MASLD is presented, highlighting their advantages and limitations while exploring the potential of extracellular vesicles (EVs) as innovative diagnostic and therapeutic tools for MASLD. With this aim, this review emphasizes an in-depth understanding of the origin of EVs and the pathophysiological alterations of these ectosomes and exosomes in various liver diseases. This review also explores the therapeutic potential of EVs as key components in the future management of liver disease. The dual role of EVs as biomarkers and their therapeutic utility in MASLD essentially highlights their clinical integration to improve MASLD diagnosis and treatment. While EV-based therapies are still in their early stages of development and require substantial research to increase their therapeutic value before they can be used clinically, the diagnostic application of EVs has been extensively explored. Moving forward, developing diagnostic devices leveraging EVs will be crucial in advancing MASLD diagnosis. Thus, the literature summarized provides suitable grounds for clinicians and researchers to explore EVs for devising diagnostic and treatment strategies for MASLD.
Collapse
Affiliation(s)
- Swasthika Gurjar
- Department of Biochemistry, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India
| | - Ramanarayana Bhat A
- Manipal Centre for Biotherapeutics Research, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India
| | - Raghavendra Upadhya
- Manipal Centre for Biotherapeutics Research, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India.
| | - Revathi P Shenoy
- Department of Biochemistry, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India.
| |
Collapse
|
3
|
Tan L, Xu SQ. Association between serum antibodies to oral microorganisms and nonalcoholic fatty liver disease in adults. BMC Oral Health 2024; 24:1352. [PMID: 39511638 PMCID: PMC11546497 DOI: 10.1186/s12903-024-05141-5] [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: 06/25/2024] [Accepted: 11/01/2024] [Indexed: 11/15/2024] Open
Abstract
BACKGROUND Alterations in the bacteria, such as the periodontal bacteria, might be considered potential risk factors for nonalcoholic fatty liver disease (NAFLD). Most studies analyzing this association have focused mainly on a specific periodontal bacteria (Porphyromonas gingivalis) and have involved relatively small study populations (tens or hundreds of individuals). To address this gap, a sizable, nationally representative adult population was utilized to investigate the association between the incidence of NAFLD and high serum IgG antibodies for 19 periodontal bacteria. METHODS To explore this association, data from the Third National Health and Nutrition Examination Survey (NHANES III)-which provides a cross-sectional representation of the noninstitutionalized U.S. population, encompassing 33,994 individuals-were analyzed. Participants aged 40 years and above with data on NAFLD-determined by the gold standard of ultrasound examination (USON)-as well as comprehensive records of serum IgG antibodies against periodontal bacteria, were included, resulting in a final analysis subset of 6,330 individuals. RESULTS Using a cluster analysis based on the Socransky classification scheme for oral microorganisms, antibody titers for the 19 bacteria were grouped into four clusters-Red-Green, Orange-Blue, Yellow-Orange, and Orange-Red. When these clusters, as well as individual antibody relationships with NAFLD, were examined, the adjusted odds ratios (ORs) ranged from 0.958 [95% confidence interval (CI): 0.916, 1.003] to 1.021 [95% CI: 0.987, 1.055]. This indicated that no statistically significant associations were found (P > 0.05), underscoring the absence of a meaningful link. CONCLUSIONS In summary, it was discovered that there is currently no evidence to correlate serum antibodies to periodontal pathogens with NAFLD in the nationally representative NHANES III. CLINICAL TRIAL NUMBER Not applicable.
Collapse
Affiliation(s)
- Li Tan
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
| | - Si-Qun Xu
- State Key Laboratory of Oral Diseases, National Center for Stomatology, West China Hospital of Stomatology, National Clinical Research Center for Oral Diseases, Sichuan University, Chengdu, Sichuan, China.
| |
Collapse
|
4
|
Wen H, Deng H, Yang L, Li L, Lin J, Zheng P, Bjelakovic M, Ji G. Vitamin E for people with non-alcoholic fatty liver disease. Cochrane Database Syst Rev 2024; 10:CD015033. [PMID: 39412049 PMCID: PMC11481097 DOI: 10.1002/14651858.cd015033.pub2] [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: 10/20/2024]
Abstract
RATIONALE Non-alcoholic fatty liver disease (NAFLD), recently renamed metabolic dysfunction-associated steatotic liver disease (MASLD), is the most common liver disease worldwide, affecting an estimated 3 in 10 people. The available treatment is far from optimal. Diet and lifestyle changes to promote weight loss and weight loss maintenance are the basic management of NAFLD, but these are difficult to achieve and maintain. Vitamin E has shown beneficial effects on oxidative stress, which plays a major role in the pathogenesis of NAFLD. However, there is uncertainty about the effects of vitamin E for people with NAFLD. OBJECTIVES To evaluate the beneficial and harmful effects of vitamin E alone, or vitamin E in combination with other vitamins or minerals, versus placebo or no intervention in people with NAFLD. SEARCH METHODS We used recommended Cochrane search methods. The latest search was performed on 2 February 2024. ELIGIBILITY CRITERIA We included randomised clinical trials that compared vitamin E alone, or in combination with other vitamins or minerals, at any dose, duration, and route of administration, versus placebo or no intervention, in people with NAFLD of any age, sex, or ethnic origin. We included participants with imaging techniques or histology-proven NAFLD and minimal alcohol intake, and participants with steatohepatitis who had liver biopsies. OUTCOMES Our critical outcomes were all-cause mortality, liver-related mortality, and serious adverse events. Our important outcomes were liver-related morbidity, health-related quality of life, non-serious adverse events, biochemical response, and imaging assessment of the degree of fatty liver. RISK OF BIAS We used Cochrane's RoB 2 tool to assess risk of bias for each of the predefined outcomes. SYNTHESIS METHODS We used standard Cochrane methods. We used GRADE to assess the certainty of evidence. INCLUDED STUDIES We included 16 randomised clinical trials involving 1066 paediatric and adult participants with NAFLD. Experimental groups received vitamin E alone (14 trials) or vitamin E in combination with vitamin C (2 trials). Control groups received placebo in 13 trials and no intervention in three trials. Daily dosages of oral vitamin E ranged from 298 international units (IU) to 1000 IU. Co-interventions were lifestyle and low-calorie diet interventions in 13 trials, ursodeoxycholic acid in one trial, unchanged diet and physical activity in one trial, and baseline treatments for type 2 diabetes in one trial. Nine trials had more than two intervention groups, but we used only the groups in which vitamin E alone or vitamin E in combination with vitamin C were compared with placebo or no intervention. In total, 7.9% (84/1066) of participants dropped out. Follow-up ranged from 2 months to 24 months. SYNTHESIS OF RESULTS Vitamin E versus placebo or no intervention The effects of vitamin E versus placebo or no intervention on all-cause mortality (risk ratio (RR) 3.45, 95% confidence interval (CI) 0.57 to 20.86; 3 trials, 351 participants; very low certainty evidence) and serious adverse events (RR 1.91, 95% CI 0.30 to 12.01; 2 trials, 283 participants; very low certainty evidence) are very uncertain. There were no data on liver-related mortality or liver-related morbidity. The effects of vitamin E versus placebo or no intervention on physical health-related quality of life (mean difference (MD) 0.74, 95% CI -0.52 to 2.01; 2 trials, 251 participants; higher scores indicate better quality of life; very low certainty evidence); psychosocial health-related quality of life (MD -0.57, 95% CI -4.11 to 2.97; 2 trials, 251 participants; higher scores indicate better quality of life; very low certainty evidence); and non-serious adverse events (RR 0.86, 95% CI 0.64 to 1.17; 2 trials, 283 participants; very low certainty evidence) are also very uncertain. There were no data on proportion of participants without a decrease in liver enzymes. Vitamin E likely slightly reduces serum alanine transaminase (ALT) (MD -9.29, 95% CI -13.69 to -4.89; 11 trials, 708 participants; moderate certainty evidence) and aspartate aminotransferase (AST) (MD -4.90, 95% CI -7.24 to -2.57; 11 trials, 695 participants; moderate certainty evidence) levels compared with placebo or no intervention. Vitamin E may slightly reduce serum alkaline phosphatase (ALP) levels (MD -5.21, 95% CI -9.88 to -0.54; 5 trials, 416 participants; very low certainty evidence), but the evidence is very uncertain. Vitamin E plus vitamin C versus placebo There were no data on all-cause mortality, liver-related mortality, serious adverse events, liver-related morbidity, health-related quality of life, and non-serious adverse events. The effects of vitamin E plus vitamin C on reducing serum ALT (MD -0.50, 95% CI -4.58 to 3.58; 2 trials, 133 participants; very low certainty evidence), AST (MD 0.09, 95% CI -3.39 to 3.57; 1 trial, 88 participants; very low certainty evidence), and gamma-glutamyl transferase (GGT) levels (MD 1.58, 95% CI -3.22 to 6.38; 1 trial, 88 participants; very low certainty evidence) are very uncertain. We identified three ongoing trials, and six trials are awaiting classification. AUTHORS' CONCLUSIONS Given the very low certainty evidence, we do not know if long-term treatment (18 months to 24 months) with vitamin E administered alone affects all-cause mortality, serious adverse events, quality of life, or non-serious adverse events in people with NAFLD when compared with placebo or no intervention. We found no data on liver-related mortality, liver-related morbidity, or proportion of participants without a decrease in liver enzymes. Vitamin E likely reduces ALT and AST slightly when compared with placebo, but whether this has any impact on the clinical course in people with NAFLD is unknown. The trials on vitamin E plus vitamin C did not report on all-cause mortality, liver-related mortality, serious adverse events, liver-related morbidity, health-related quality of life, or non-serious adverse events. Given the very low certainty evidence, we do not know the effects of vitamin E plus vitamin C on liver enzymes in people with NAFLD when compared with placebo. FUNDING Three trials disclosed no external funding. Five trials were industry funded. Five trials were funded by organisations with no vested interests. Three trials did not provide any information on clinical trial support or sponsorship. REGISTRATION Protocol: doi.org/10.1002/14651858.CD015033.
Collapse
Affiliation(s)
- Hongzhu Wen
- Department of Gastroenterology, Longhua Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Hongyong Deng
- EBM Center of TCM, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Lili Yang
- Longhua Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Lujin Li
- Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jiang Lin
- Department of Gastroenterology, Longhua Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Peiyong Zheng
- Longhua Hospital affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Milica Bjelakovic
- Clinic of Gastroenterohepatology, University Clinical Centre Nis, Nis, Serbia
| | - Guang Ji
- Shanghai University of Traditional Chinese Medicine, Shanghai, China
| |
Collapse
|
5
|
Patil PV, Julakanti S, Dhadve RU. Point Shear Wave Elastography for Assessment of Liver Stiffness in Normal Individuals and in Patients With Non-alcoholic Fatty Liver Disease. Cureus 2024; 16:e70711. [PMID: 39493184 PMCID: PMC11530260 DOI: 10.7759/cureus.70711] [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: 08/18/2024] [Accepted: 10/02/2024] [Indexed: 11/05/2024] Open
Abstract
Background Non-alcoholic fatty liver disease (NAFLD) is an increasing health issue worldwide, driven by rising rates of diabetes, obesity, and hypertriglyceridemia. Often asymptomatic, NAFLD is diagnosed through blood tests, imaging, and sometimes liver biopsy. Some cases advance to non-alcoholic steatohepatitis (NASH), which can lead to complications like liver cirrhosis and liver failure. While liver biopsy is the standard test for diagnosis, non-invasive methods such as shear wave elastography (SWE) offer a simpler and more reproducible alternative for diagnosing NAFLD. This is crucial for early intervention and preventing the progression of liver damage. Objectives The objectives of the study were to measure and compare liver stiffness in healthy individuals and patients with NAFLD using point shear wave elastography (pSWE), as well as to correlate liver stiffness in NAFLD patients with the ultrasonographic grades of fatty liver. Materials and methods This observational study was carried out at Dr. D. Y. Patil Medical College, Hospital and Research Centre in Pune, India, from December 2022 to April 2024. The study involved 82 participants in total, with 41 patients diagnosed with NAFLD (cases) and 41 healthy individuals with a sonographically normal liver (controls). pSWE was performed on each participant to measure liver stiffness, with results expressed in kilopascals (kPa). The procedure was conducted using a Samsung HS70A ultrasound machine (Samsung Electronics Pvt. Ltd., Seoul, South Korea). Data analysis was performed using IBM SPSS Statistics for Windows, Version 26.0 (Released 2019; IBM Corp., Armonk, New York, USA). Non-parametric tests, such as the Mann-Whitney test and Kruskal-Wallis test, were used to evaluate the significance of differences. A p-value of less than 0.05 was considered statistically significant. Results The mean liver stiffness, measured in kilopascals (kPa), was higher in NAFLD patients (cases) (10±5.1 kPa) than in normal individuals (controls) (4.4±0.7 kPa). This difference was statistically significant, with a p-value of less than 0.001. A positive correlation (rho=0.848, p<0.001) was found between the ultrasonographic grade of fatty liver and liver stiffness in NAFLD patients. Conclusion Our study demonstrated that individuals with NAFLD exhibited significantly higher liver stiffness compared to healthy individuals, as measured by ultrasound SWE. These findings suggest that pSWE could serve as a valuable, non-invasive diagnostic tool for assessing liver stiffness in NAFLD patients. Additionally, pSWE holds the potential for evaluating and monitoring the progression of the disease. However, further research with larger sample sizes is necessary to determine the prognostic significance of liver stiffness in these patients.
Collapse
Affiliation(s)
- Parag V Patil
- Radiodiagnosis, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Pune, IND
| | - Sravya Julakanti
- Radiodiagnosis, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Pune, IND
| | - Rajshree U Dhadve
- Radiodiagnosis, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Pune, IND
| |
Collapse
|
6
|
Wang AL, Mishkit O, Mao H, Arivazhagan L, Dong T, Lee F, Bhattacharya A, Renfrew PD, Schmidt AM, Wadghiri YZ, Fisher EA, Montclare JK. Collagen-targeted protein nanomicelles for the imaging of non-alcoholic steatohepatitis. Acta Biomater 2024; 187:291-303. [PMID: 39236796 DOI: 10.1016/j.actbio.2024.08.052] [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: 05/08/2024] [Revised: 08/22/2024] [Accepted: 08/28/2024] [Indexed: 09/07/2024]
Abstract
In vivo molecular imaging tools hold immense potential to drive transformative breakthroughs by enabling researchers to visualize cellular and molecular interactions in real-time and/or at high resolution. These advancements will facilitate a deeper understanding of fundamental biological processes and their dysregulation in disease states. Here, we develop and characterize a self-assembling protein nanomicelle called collagen type I binding - thermoresponsive assembled protein (Col1-TRAP) that binds tightly to type I collagen in vitro with nanomolar affinity. For ex vivo visualization, Col1-TRAP is labeled with a near-infrared fluorescent dye (NIR-Col1-TRAP). Both Col1-TRAP and NIR-Col1-TRAP display approximately a 3.8-fold greater binding to type I collagen compared to TRAP when measured by surface plasmon resonance (SPR). We present a proof-of-concept study using NIR-Col1-TRAP to detect fibrotic type I collagen deposition ex vivo in the livers of mice with non-alcoholic steatohepatitis (NASH). We show that NIR-Col1-TRAP demonstrates significantly decreased plasma recirculation time as well as increased liver accumulation in the NASH mice compared to mice without disease over 4 hours. As a result, NIR-Col1-TRAP shows potential as an imaging probe for NASH with in vivo targeting performance after injection in mice. STATEMENT OF SIGNIFICANCE: Direct molecular imaging of fibrosis in NASH patients enables the diagnosis and monitoring of disease progression with greater specificity and resolution than do elastography-based methods or blood tests. In addition, protein-based imaging probes are more advantageous than alternatives due to their biodegradability and scalable biosynthesis. With the aid of computational modeling, we have designed a self-assembled protein micelle that binds to fibrillar and monomeric collagen in vitro. After the protein was labeled with near-infrared fluorescent dye, we injected the compound into mice fed on a NASH diet. NIR-Col1-TRAP clears from the serum faster in these mice compared to control mice, and accumulates significantly more in fibrotic livers.This work advances the development of targeted protein probes for in vivo fibrosis imaging.
Collapse
Affiliation(s)
- Andrew L Wang
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA; Department of Biomedical Engineering, State University of New York (SUNY) Downstate Health Sciences University, Brooklyn, NY 11203, USA
| | - Orin Mishkit
- Center for Advanced Imaging Innovation and Research (CAI2R), New York University Grossman School of Medicine, New York, NY 10016, USA; Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Heather Mao
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Lakshmi Arivazhagan
- Diabetes Research Group, Department of Medicine, New York University Grossman School of Medicine, USA
| | - Tony Dong
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Frances Lee
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Aparajita Bhattacharya
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA; Department of Cell Biology, State University of New York (SUNY) Downstate Health Sciences University, Brooklyn, NY 11203, USA
| | - P Douglas Renfrew
- Center for Computational Biology, Flatiron Institute, Simons Foundation, New York, NY 10010, USA
| | - Ann Marie Schmidt
- Diabetes Research Group, Department of Medicine, New York University Grossman School of Medicine, USA
| | - Youssef Z Wadghiri
- Center for Advanced Imaging Innovation and Research (CAI2R), New York University Grossman School of Medicine, New York, NY 10016, USA; Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Edward A Fisher
- Leon H. Charney Division of Cardiology and Cardiovascular Research Center, Department of Medicine, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Jin Kim Montclare
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA; Department of Biomedical Engineering, New York University Tandon School of Engineering, Brooklyn, NY 11201, USA; Department of Chemistry, New York University, New York, NY 10012, USA; Department of Biomaterials, New York University College of Dentistry, New York, NY 10010, USA.
| |
Collapse
|
7
|
Gitsi E, Kokkinos A, Konstantinidou SK, Livadas S, Argyrakopoulou G. The Relationship between Resting Metabolic Rate and Body Composition in People Living with Overweight and Obesity. J Clin Med 2024; 13:5862. [PMID: 39407922 PMCID: PMC11477793 DOI: 10.3390/jcm13195862] [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: 08/13/2024] [Revised: 09/24/2024] [Accepted: 09/28/2024] [Indexed: 10/20/2024] Open
Abstract
Background/Objectives: Resting metabolic rate (RMR) is an important contributor of energy balance and displays a well-documented relationship with sex, age, race and fat-free mass (FFM) in the existing scientific literature. However, the impact of other body composition components such as fat and liver fat on RMR remains unclear. This study aims to investigate the correlation of RMR with body composition parameters in a sample of patients with overweight and obesity. Methods: Retrospective data of patients with overweight or obesity referred for magnetic resonance imaging of liver fat during the period 2018-2023 were utilized for this study. Demographic and anthropometric data were collected, including body composition parameters (body fat, muscle mass) and RMR measured by bioelectrical impedance and indirect calorimetry, respectively. Results: The final sample included 53 patients (66% male), with a mean age of 48 years (±11.2) and a mean body mass index (ΒΜΙ) of 38.5 kg/m2 (32.7, 44.7). Simple correlation models revealed that RMR was separately correlated with gender, age, BMI, muscle mass, and liver fat (all p < 0.05) but not with fat mass. When multiple regression models were employed, only muscle mass retained its statistically significant influence on RMR, while total and hepatic fat did not significantly affect RMR after controlling for other parameters (gender, age, muscle mass). Conclusions: These findings confirm the known correlation between muscle mass and RMR while highlighting the lack of association between total and hepatic fat and RMR in individuals with overweight and obesity.
Collapse
Affiliation(s)
- Evdoxia Gitsi
- Diabetes and Obesity Unit, Athens Medical Center, 15125 Athens, Greece; (S.K.K.); (G.A.)
| | - Alexander Kokkinos
- First Department of Propaedeutic Internal Medicine and Diabetes Center, Medical School, National and Kapodistrian University of Athens, Laiko General Hospital, 11527 Athens, Greece;
| | | | | | - Georgia Argyrakopoulou
- Diabetes and Obesity Unit, Athens Medical Center, 15125 Athens, Greece; (S.K.K.); (G.A.)
| |
Collapse
|
8
|
Drozdov I, Szubert B, Rowe IA, Kendall TJ, Fallowfield JA. Accurate prediction of all-cause mortality in patients with metabolic dysfunction-associated steatotic liver disease using electronic health records. Ann Hepatol 2024; 29:101528. [PMID: 38971372 DOI: 10.1016/j.aohep.2024.101528] [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: 06/10/2024] [Accepted: 06/13/2024] [Indexed: 07/08/2024]
Abstract
INTRODUCTION AND OBJECTIVES Despite the huge clinical burden of MASLD, validated tools for early risk stratification are lacking, and heterogeneous disease expression and a highly variable rate of progression to clinical outcomes result in prognostic uncertainty. We aimed to investigate longitudinal electronic health record-based outcome prediction in MASLD using a state-of-the-art machine learning model. PATIENTS AND METHODS n = 940 patients with histologically-defined MASLD were used to develop a deep-learning model for all-cause mortality prediction. Patient timelines, spanning 12 years, were fully-annotated with demographic/clinical characteristics, ICD-9 and -10 codes, blood test results, prescribing data, and secondary care activity. A Transformer neural network (TNN) was trained to output concomitant probabilities of 12-, 24-, and 36-month all-cause mortality. In-sample performance was assessed using 5-fold cross-validation. Out-of-sample performance was assessed in an independent set of n = 528 MASLD patients. RESULTS In-sample model performance achieved AUROC curve 0.74-0.90 (95 % CI: 0.72-0.94), sensitivity 64 %-82 %, specificity 75 %-92 % and Positive Predictive Value (PPV) 94 %-98 %. Out-of-sample model validation had AUROC 0.70-0.86 (95 % CI: 0.67-0.90), sensitivity 69 %-70 %, specificity 96 %-97 % and PPV 75 %-77 %. Key predictive factors, identified using coefficients of determination, were age, presence of type 2 diabetes, and history of hospital admissions with length of stay >14 days. CONCLUSIONS A TNN, applied to routinely-collected longitudinal electronic health records, achieved good performance in prediction of 12-, 24-, and 36-month all-cause mortality in patients with MASLD. Extrapolation of our technique to population-level data will enable scalable and accurate risk stratification to identify people most likely to benefit from anticipatory health care and personalized interventions.
Collapse
Affiliation(s)
| | | | - Ian A Rowe
- Leeds Institute of Medical Research, University of Leeds, UK; Leeds Liver Unit, St James's University Hospital, Leeds Teaching Hospitals, UK
| | - Timothy J Kendall
- Edinburgh Pathology, University of Edinburgh, Edinburgh, UK; Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK
| | - Jonathan A Fallowfield
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK.
| |
Collapse
|
9
|
Kelkar R, Phadke U, Kelkar R, Khanapurkar S, Barve NA. Significance of Correlation of Shear Wave Elastography With Fibrosis-4 in a Cohort of Patients With Diabetes and Nonalcoholic Fatty Liver Disease. Cureus 2024; 16:e67015. [PMID: 39280483 PMCID: PMC11402460 DOI: 10.7759/cureus.67015] [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] [Accepted: 08/16/2024] [Indexed: 09/18/2024] Open
Abstract
Background Nonalcoholic fatty liver disease (NAFLD) is increasingly recognized as a cause of chronic liver disease. It can lead to complications such as decompensated liver cirrhosis and hepatocellular carcinoma. Objectives This study aimed to assess liver stiffness using point shear wave elastography in patients with diabetes and NAFLD and to compare the results with the FIB-4 (fibrosis-4) score, AST/ALT (aspartate aminotransferase-to-alanine aminotransferase) ratio, and APRI (AST-to-Platelet Ratio Index). Materials and methods A cross-sectional study was conducted on type 2 diabetes patients who underwent point shear wave liver elastography for liver stiffness estimation between January 2020 and February 2023. Demographic data such as age, sex, and laboratory data (AST, ALT, and platelet count) were recorded. FIB-4 score, APRI, and AST/ALT ratio were calculated for these patients. The results of the FIB-4 score and APRI were then compared with the shear wave liver elastography fibrosis scores. Results The analysis included 60 patients, of whom 50 (83.33%) were male, with a mean age of 44.8 years (SD: 11.02; range: 21-69). Thirty-six patients (60%) had significant fibrosis. There was a significant positive correlation between the shear wave elastography results and the FIB-4 and APRI scores. Conclusion The findings revealed that nearly two-thirds of the study group had significant fibrosis (≥F2), highlighting the need for early NAFLD diagnosis and treatment. Noninvasive laboratory serum markers, in conjunction with shear wave liver elastography, are useful for diagnosing severe fibrosis.
Collapse
Affiliation(s)
- Rohan Kelkar
- Internal Medicine, Sahyadri Super Speciality Hospital, Deccan Gymkhana, Pune, IND
| | - Uday Phadke
- Endocrinology, Diabetes and Metabolism, Sahyadri Super Speciality Hospital, Deccan Gymkhana, Pune, IND
| | - Raveena Kelkar
- Internal Medicine, Cleveland Clinic Akron General, Akron, USA
| | | | | |
Collapse
|
10
|
Wood W, Tinich T, Lazar L, Schooler GR, Sathe M. Cystic fibrosis hepatobiliary involvement: an update on imaging in diagnosis and monitoring. Pediatr Radiol 2024; 54:1416-1427. [PMID: 39039200 DOI: 10.1007/s00247-024-05979-5] [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: 03/04/2024] [Revised: 06/16/2024] [Accepted: 06/19/2024] [Indexed: 07/24/2024]
Abstract
Analysis of the liver using imaging for persons with cystic fibrosis (CF) continues to evolve as new medical therapies are developed improving and extending life. In the 2010s, therapies targeted at modulating protein folding became available to those with CF. Therapeutic options have continued to expand, now providing both correction of protein folding and stabilization for most gene mutations that code for the CF transmembrane receptor protein (CFTR). Today, approximately 80% of persons with CF are eligible for highly effective modulator therapy. With these advancements, the impact of CF on the liver has become more complex, adding metabolism of CFTR modulators to intrinsic CF hepatobiliary involvement (CFHBI) and adding not previously appreciated vascular changes within the liver due to increased longevity in persons with CF. A combination of serum biomarkers and imaging is needed to add clarity to the diagnosis and monitoring of the severity of liver disease. A substantial portion of persons with CF will develop at least CFHBI and a subset will develop advanced cystic fibrosis-associated liver disease (aCFLD); therefore, diagnosis and monitoring need to begin in childhood. In this review, we cover the use of and need for imaging, including elastography, ultrasound, and magnetic resonance imaging (MRI), in diagnosing and monitoring CFHBI and its associated complications.
Collapse
Affiliation(s)
- William Wood
- Pediatric Residency, Department of Pediatrics, University of Texas Southwestern/Children's Health, Dallas, TX, USA
| | - Treiy Tinich
- University of Missouri-Kansas City School of Medicine, Kansas City, MO, USA
| | - Lauren Lazar
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, University of Texas Southwestern Medical Center/Children's Health, Dallas, TX, 75390-9063, USA
| | - Gary R Schooler
- Department of Radiology, University of Texas Southwestern/Children's Health, Dallas, TX, USA
| | - Meghana Sathe
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, University of Texas Southwestern Medical Center/Children's Health, Dallas, TX, 75390-9063, USA.
| |
Collapse
|
11
|
Momeni A, Yazdi M, Motlagh ME, Qorbani M, Kelishadi R. Glucose and lipid-related indicators in relation to elevated alanine aminotransferase in a pediatric population. J Pediatr Endocrinol Metab 2024; 37:597-604. [PMID: 38934083 DOI: 10.1515/jpem-2024-0092] [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: 02/19/2024] [Accepted: 05/27/2024] [Indexed: 06/28/2024]
Abstract
OBJECTIVES To determine the associations between various glucose and lipid-related indicators with elevated alanine aminotransferase (ALT) in pediatric population. METHODS We analyzed the cross-sectional data of 3,771 Iranian children and adolescents aged 7-18 years using the fifth survey of a national school-based surveillance program. The predictive power of 11 different glucose and lipid-related indicators for predicting elevated ALT was examined using receiver operating characteristic (ROC) curve. RESULTS In the total sample non-HDL-C, non-HDL-C/HDL-C, and TC/HDL-C showed the largest area under the curve (AUC) for elevated ALT detection, with 0.731 (cut-off, 129.5 mg/dL), 0.706, and 0.706, respectively. In girls, non-HDL-C had the highest predictive value (AUC, 0.741, cut-off, 129.5 mg/dL). Among boys, non-HDL-C/HDL-C and TC/HDL-C showed the largest AUC of 0.753 with optimum cut-off values of 2.63 and 3.63, respectively. CONCLUSIONS The findings of this study suggest that non-HDL-C, non-HDL-C/HDL-C, and TC/HDL-C can be predictors of elevated ALT in the pediatric population. These indices can be useful in large population-based studies for predicting children and adolescents at risk of fatty liver.
Collapse
Affiliation(s)
- Azin Momeni
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences 48455 , Isfahan, Iran
| | - Maryam Yazdi
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences 48455 , Isfahan, Iran
| | | | - Mostafa Qorbani
- 391934 Non-communicable Diseases Research Center , Alborz University of Medical Sciences, Karaj, Iran
| | - Roya Kelishadi
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences 48455 , Isfahan, Iran
| |
Collapse
|
12
|
Martín-Saladich Q, Pericàs JM, Ciudin A, Ramirez-Serra C, Escobar M, Rivera-Esteban J, Aguadé-Bruix S, González Ballester MA, Herance JR. Metabolic-associated fatty liver voxel-based quantification on CT images using a contrast adapted automatic tool. Med Image Anal 2024; 95:103185. [PMID: 38718716 DOI: 10.1016/j.media.2024.103185] [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: 11/14/2022] [Revised: 12/22/2023] [Accepted: 04/19/2024] [Indexed: 06/01/2024]
Abstract
BACKGROUND & AIMS Metabolic-dysfunction associated fatty liver disease (MAFLD) is highly prevalent and can lead to liver complications and comorbidities, with non-invasive tests such as vibration-controlled transient elastography (VCTE) and invasive liver biopsies being used for diagnosis The aim of the present study was to develop a new fully automatized method for quantifying the percentage of fat in the liver based on a voxel analysis on computed tomography (CT) images to solve previously unconcluded diagnostic deficiencies either in contrast (CE) or non-contrast enhanced (NCE) assessments. METHODS Liver and spleen were segmented using nn-UNet on CE- and NCE-CT images. Radiodensity values were obtained for both organs for defining the key benchmarks for fatty liver assessment: liver mean, liver-to-spleen ratio, liver-spleen difference, and their average. VCTE was used for validation. A classification task method was developed for detection of suitable patients to fulfill maximum reproducibility across cohorts and highlight subjects with other potential radiodensity-related diseases. RESULTS Best accuracy was attained using the average of all proposed benchmarks being the liver-to-spleen ratio highly useful for CE and the liver-to-spleen difference for NCE. The proposed whole-organ automatic segmentation displayed superior potential when compared to the typically used manual region-of-interest drawing as it allows to accurately obtain the percent of fat in liver, among other improvements. Atypical patients were successfully stratified through a function based on biochemical data. CONCLUSIONS The developed method tackles the current drawbacks including biopsy invasiveness, and CT-related weaknesses such as lack of automaticity, dependency on contrast agent, no quantification of the percentage of fat in liver, and limited information on region-to-organ affectation. We propose this tool as an alternative for individualized MAFLD evaluation by an early detection of abnormal CT patterns based in radiodensity whilst abording detection of non-suitable patients to avoid unnecessary exposure to CT radiation. Furthermore, this work presents a surrogate aid for assessing fatty liver at a primary assessment of MAFLD using elastography data.
Collapse
Affiliation(s)
- Queralt Martín-Saladich
- Nuclear Medicine, Radiology and Cardiology Departments, Medical Molecular Imaging Research Group, Vall d'Hebron Research Institute (VHIR), Vall d'Hebron University Hospital, Autonomous University Barcelona, Barcelona 08035, Spain; Department of Information and Communication Technologies, BCN MedTech, Universitat Pompeu Fabra, Barcelona 08018, Spain
| | - Juan M Pericàs
- Vall d'Hebron Institute for Research, Liver Unit, Vall d'Hebron University Hospital, Barcelona 08035, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Madrid 28029, Spain
| | - Andreea Ciudin
- Endocrinology Department, Diabetes and Metabolism Research Group, VHIR, Vall d'Hebron University Hospital, Autonomous University Barcelona, Barcelona 08035, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas (CIBERDEM), Instituto de Salud Carlos III, Madrid 28029, Spain
| | - Clara Ramirez-Serra
- Clinical Biochemistry Research Group, Vall d'Hebron Research Institute (VHIR), Biochemical Core Facilities, Vall d'Hebron University Hospital, Autonomous University Barcelona, Barcelona 08035, Spain
| | - Manuel Escobar
- Nuclear Medicine, Radiology and Cardiology Departments, Medical Molecular Imaging Research Group, Vall d'Hebron Research Institute (VHIR), Vall d'Hebron University Hospital, Autonomous University Barcelona, Barcelona 08035, Spain
| | - Jesús Rivera-Esteban
- Vall d'Hebron Institute for Research, Liver Unit, Vall d'Hebron University Hospital, Barcelona 08035, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Madrid 28029, Spain
| | - Santiago Aguadé-Bruix
- Nuclear Medicine, Radiology and Cardiology Departments, Medical Molecular Imaging Research Group, Vall d'Hebron Research Institute (VHIR), Vall d'Hebron University Hospital, Autonomous University Barcelona, Barcelona 08035, Spain
| | - Miguel A González Ballester
- Department of Information and Communication Technologies, BCN MedTech, Universitat Pompeu Fabra, Barcelona 08018, Spain; Catalan Institution for Research and Advanced Studies (ICREA), Barcelona 08010, Spain
| | - José Raul Herance
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Madrid 28029, Spain; Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina, Instituto de Salud Carlos III, Madrid 28029, Spain.
| |
Collapse
|
13
|
Gurung P, Lim J, Kim YW. Preventing High Fat Diet-Induced Obesity and Related Hepatic Steatosis by Chlorin e6-Mediated Photodynamic Therapy. Pharmaceuticals (Basel) 2024; 17:729. [PMID: 38931396 PMCID: PMC11206563 DOI: 10.3390/ph17060729] [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: 05/10/2024] [Revised: 05/31/2024] [Accepted: 06/03/2024] [Indexed: 06/28/2024] Open
Abstract
Obesity and its associated hepatic steatosis have become a global concern, posing numerous health hazards. Photodynamic therapy (PDT) is a unique approach that promotes anti-obesity by releasing intracellular fat. Chlorin e6 (Ce6)-PDT was tested for its anti-obesity properties in male ovariectomized (OVX) beagle dogs, as well as male C57BL/6 and Balb/c mice. The 12 OVX beagles were randomly assigned to one of four groups: high-fat diet (HFD) only, Ce6 only, Ce6 + 10 min of light-emitting diode light (LED) treatment, and Ce6 + 15 min of light treatment. We assessed several parameters, such as body weight, adipose tissue morphology, serum biochemistry, and body fat content analysis by computed tomography (CT) scan in HFD-fed beagle dogs. At the end of the study period, dogs that were treated for 35 days with Ce6 and exposed to LED irradiation (660 nm) either for 10 min (Ce6 + 10 min of light) or for 15 min (Ce6 + 15 min of light) had decreased body weight, including visceral and subcutaneous fats, lower aspartate transaminase (AST)/alanine transaminase (ALT) ratios, and a reduction in the area of individual adipocytes with a concomitant increase in the number of adipocytes. Furthermore, C57BL/6 male mice following an HFD diet were effectively treated by Ce6-PDT treatment through a reduction in weight gain and fat accumulation. Meanwhile, Ce6-PDT attenuated hepatocyte steatosis by decreasing the epididymal adipose tissue and balloon degeneration in hepatocytes in HFD-fed Balb/c mice. Taken together, our results support the idea that Ce6-PDT is a promising therapeutic strategy for the recovery of obesity and obesity-related hepatic steatosis.
Collapse
Affiliation(s)
| | | | - Yong-Wan Kim
- Dongsung Cancer Center, Dongsung Biopharmaceutical, Daegu 41061, Republic of Korea; (P.G.); (J.L.)
| |
Collapse
|
14
|
Weng X, Xu J, Yang S. Association between the arm circumference and non-alcoholic fatty liver disease in American children and adolescence: a population-based analysis. Front Public Health 2024; 12:1323795. [PMID: 38859898 PMCID: PMC11163100 DOI: 10.3389/fpubh.2024.1323795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 05/14/2024] [Indexed: 06/12/2024] Open
Abstract
Background The arm circumference (AC) has been used as an important tool to access the risk of non-alcoholic fatty liver disease (NAFLD) in adults. However, the association between AC and NAFLD in children and adolescence remains unclear. This study aims to explore the relationship between AC and NAFLD in American children and adolescence. Methods 2017-2020 National Health and Nutrition Examination Survey (NHANES) was used to carry out the cross-sectional study. The association between AC and the risk of NAFLD, and liver steatosis was analyzed using weighted multivariable logistic regression and multivariate linear regression. Additionally, a two-part linear regression model was used to identify threshold effects in this study. Subgroup analysis, interaction tests and receiver operating characteristic (ROC) curve analysis were also carried out. Results A total of 1,559 children and adolescence aged 12-18 years old were included, and the prevalence of NAFLD was 27.3%. AC was positively correlated with the risk of NAFLD (OR = 1.25, 95% CI: 1.19, 1.32) and liver steatosis (β = 4.41, 95% CI: 3.72, 5.09). Subgroup analysis stratified by age and race showed a consistent positive correlation. A non-linear relationship and saturation effect between AC and NAFLD risk were identified, with an S shaped curve and an inflection point at 34.5 cm. Area under the ROC of AC to NAFLD was 0.812, with the sensitivity of 67.6%, the specificity of 83.8% and the cutoff value of 31.7 cm. Conclusion Our study shows that AC is independently correlated with an increased risk of NAFLD and the severity of liver steatosis in American children and adolescence.
Collapse
Affiliation(s)
- Xiaolu Weng
- Department of Endocrinology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jing Xu
- Department of Endocrinology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Shouxing Yang
- Department of Gastroenterology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| |
Collapse
|
15
|
Molwitz I, Campbell GM, Knopp T, Schubert N, Erley J, Löser A, Adam G, Yamamura J, Fischer R, Ozga AK, Szwargulski P. Fat quantification in dual-layer detector spectral CT: How to handle iron overload, varying tube voltage and radiation dose Indices. PLoS One 2024; 19:e0302863. [PMID: 38781228 PMCID: PMC11115214 DOI: 10.1371/journal.pone.0302863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 04/14/2024] [Indexed: 05/25/2024] Open
Abstract
OBJECTIVES Opposed to other spectral CT techniques, fat quantification in dual-layer detector CT (dlCT) has only recently been developed. The impact of concomitant iron overload and dlCT-specific protocol settings such as the dose right index (DRI), a measure of image noise and tube current, on dlCT fat quantification was unclear. Further, spectral information became newly available <120 kV. Therefore, this study's objective was to evaluate the impact of iron, changing tube voltage, and DRI on dlCT fat quantification. MATERIAL AND METHODS Phantoms with 0 and 8mg/cm3 iron; 0 and 5mg/cm3 iodine; 0, 10, 20, 35, 50, and 100% fat and liver equivalent, respectively, were scanned with a dlCT (CT7500, Philips, the Netherlands) at 100kV/20DRI, 120kV/20DRI, 140kV/20DRI, and at 120kV/16DRI, 120kV/24DRI. Material decomposition was done for fat, liver, and iodine (A1); for fat, liver, and iron (A2); and for fat, liver, and combined reference values of iodine and iron (A3). All scans were analyzed with reference values from 120kV/20DRI. For statistics, the intraclass correlation coefficient (ICC) and Bland-Altman analyses were used. RESULTS In phantoms with iron and iodine, results were best for A3 with a mean deviation to phantom fat of 1.3±2.6% (ICC 0.999 [95%-confidence interval 0.996-1]). The standard approach A1 yielded a deviation of -2.5±3.0% (0.998[0.994-0.999]), A2 of 6.1±4.8% (0.991[0.974-0.997]). With A3 and changing tube voltage, the maximal difference between quantified fat and the phantom ground truth occurred at 100kV with 4.6±2.1%. Differences between scans were largest between 100kV and 140kV (2.0%[-7.1-11.2]). The maximal difference of changing DRI occurred between 16 and 24 DRI with 0.4%[-2.2-3.0]. CONCLUSION For dlCT fat quantification in the presence of iron, material decomposition with combined reference values for iodine and iron delivers the most accurate results. Tube voltage-specific calibration of reference values is advisable while the impact of the DRI on dlCT fat quantification is neglectable.
Collapse
Affiliation(s)
- Isabel Molwitz
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Tobias Knopp
- Institute for Biomedical Imaging, Technical University, Hamburg, Germany
- Section for Biomedical Imaging, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Niklas Schubert
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jennifer Erley
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anastassia Löser
- Department of Radiotherapy, University Hospital Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Gerhard Adam
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jin Yamamura
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Evidia Group, Berlin, Germany
| | - Roland Fischer
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Hematology and Oncology Department, UCSF Benioff Children’s Hospital, Oakland, California, United States of America
| | - Ann-Kathrin Ozga
- Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Patryk Szwargulski
- Institute for Biomedical Imaging, Technical University, Hamburg, Germany
| |
Collapse
|
16
|
Barakat EM, Montasser IF, Zaky DZ, Abdelrazik YA, Farid HM, Dorry AE, Shaker MK. Outcome of MAFLD-related HCC in Egyptian patients: a single center study. EGYPTIAN LIVER JOURNAL 2024; 14:30. [DOI: 10.1186/s43066-024-00337-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 04/27/2024] [Indexed: 01/03/2025] Open
Abstract
Abstract
Background
Globally, MAFLD becomes in the top list of causes of liver disease. Its effect ranges from steatosis, metabolic steato-hepatitis to MAFLD-related cirrhosis and hepatocellular carcinoma. There is a growing evidence that MAFLD-related HCC seems to be different from HCCs of other causes pathologically, so the purpose of our study was to assess the effect of MAFLD on the prognosis of HCC regarding outcome after management of HCC and survival rate in comparison to a group of patients with HCV-related HCC.
Results
Twenty-nine patients with MAFLD related HCC were included in group A, while 58 patients with HCV related HCC were enrolled as group B. Both groups were matched regarding age and gender. The mean age in group A and B was 58.86 (±8.47) years and 60/05(± 6.83) years respectively. Comparison between both groups regarding tumor burden and characteristics of HCC, type of management, and post intervention follow-up showed no significant statistical difference between both groups except for lymph node metastases which was higher in patients with HCV related HCC with p = 0.045. Also, a significant difference between both studied groups regarding AFP was detected; the median of AFP in MAFLD-related HCC was (7.2 ng/ml) but much higher in HCV-related HCC group (129.2 ng/ml) with p = 0.001.
Conclusion
Our data showed no significant difference between the two studied groups regarding outcome of HCC or survival rate except for AFP level before and after management which was higher in HCV patients related HCC. Although both of inclusion and exclusion criteria were strict to the criteria, so the number of participants in the research were not large enough; to our knowledge, this is the first study on MAFLD-HCC in Egypt and Africa. More studies on prospective bases are essentially needed to stand on solid conclusion about the nature and outcome of MAFLD-related HCC.
Collapse
|
17
|
Goyal P, Chopra R, Goyal O. Do Hepatic Fibrosis and Steatosis Measured by Hepatic Transient Elastography (FibroScan) Predict Cardiovascular Risk in Patients with Non-alcoholic Fatty Liver Disease: An Observational Cross-sectional Study. INDIAN JOURNAL OF CARDIOVASCULAR DISEASE IN WOMEN 2024; 9:66-73. [DOI: 10.25259/ijcdw_2_2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Objectives:
Non-alcoholic fatty liver disease (NAFLD) has been associated with increased cardiovascular risk (CVR) in the previous studies. In the majority, ultrasonography has been used to diagnose and stage NAFLD, which lacks sensitivity and is non-quantitative. Other more sensitive, comprehensive, and quantitative diagnostic tools such as vibration-controlled transient elastography (TE) have largely been underused in research work. TE-driven liver stiffness measurement (LSM) and controlled attenuation parameter (CAP) provide an accurate and simplified estimation of liver fibrosis and steatosis, respectively. Therefore, we aimed to analyze the association between these two objective, robust parameters and CVR.
Materials and Methods:
In this observational cross-sectional study, NAFLD participants were divided into two distinct categories of steatosis (CAP <290 and ≥290 dB) and fibrosis (LSM <10 and ≥10 kPa). Their CVR assessment was done by calculating Framingham risk score (FRS), American College of Cardiology/American Heart Association Pooled Cohort Equation Score (ACC/AHA PCES), and carotid intimal medial thickness (CIMT).
Results:
A greater number of participants presented with mild-moderate fibrosis (n = 41, 62.1%) as compared to severe fibrosis (n = 25, 37.8%) whereas severe steatosis participants predominated (n = 52, 78%) as compared to mild-moderate steatosis. The presence of significant fibrosis (LSM ≥10 kPa) was independently and significantly associated with FRS, ACC/AHA PCES, and CIMT. On the other hand, the presence of significant steatosis (CAP ≥290 dB/m) was not significantly associated with any CVR marker (FRS, ACC/AHA PCES, or CIMT), though a greater number of participants with CIMT >0.7 belonged to severe steatosis group.
Conclusion:
Subjects with severe fibrosis (LSM ≥10) had a significantly higher CVR, whereas severe steatosis (CAP ≥290) alone failed to predict CVR. Therefore, CVR reduction strategies can be targeted primarily in NAFLD subjects with fibrosis, particularly in resource-limited healthcare settings.
Collapse
Affiliation(s)
- Prerna Goyal
- Department of Medicine, RG Stone and Super Specialty Hospital, Ludhiana, Punjab, India,
| | - Rahul Chopra
- Department of Radiology, RG Stone and Super Specialty Hospital, Ludhiana, Punjab, India,
| | - Omesh Goyal
- Department of Gastroenterology, Dayanand Medical College and Hospital, Ludhiana, Punjab, India,
| |
Collapse
|
18
|
Biryukova EV. Non-alcoholic fatty liver disease: a current challenge of interdisciplinary research. MEDITSINSKIY SOVET = MEDICAL COUNCIL 2024:72-80. [DOI: 10.21518/ms2024-159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
|
19
|
Mathew M, Pope ZC, Schreiner PJ, Jacobs DR, VanWagner LB, Terry JG, Pereira MA. Non-alcoholic fatty liver modifies associations of body mass index and waist circumference with cardiometabolic risk: The CARDIA study. Obes Sci Pract 2024; 10:e751. [PMID: 38655127 PMCID: PMC11036547 DOI: 10.1002/osp4.751] [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: 08/31/2023] [Revised: 03/29/2024] [Accepted: 04/03/2024] [Indexed: 04/26/2024] Open
Abstract
Background Non-alcoholic fatty liver disease (NAFLD) is recognized as a prevalent determinant of cardiometabolic diseases. The association between NAFLD and obesity warrants further research on how NAFLD modifies associations between body mass index (BMI) and Waist circumference (WC) with cardiometabolic risk (CMR). Objective This study assessed whether NAFLD modifies associations between BMI and WC with 5-year changes in CMR in 2366 CARDIA study participants. Methods Non-contrast CT was used to quantify liver attenuation, with ≤51 Hounsfield Units (HU) used to define NAFLD in the absence of secondary causes of excess liver fat. The dependent variable was the average Z score of fasting glucose, insulin, triglycerides [log], (-) high-density lipoprotein cholesterol (HDL-C), and systolic blood pressure(SBP). Multivariable linear regression was used to estimate the associations between BMI and WC with CMR. Effect modification by NAFLD was assessed by an interaction term between NAFLD and BMI or WC. Results The final sample had 539 (23%) NAFLD cases. NAFLD modified the association of BMI and WC with CMR (interaction p < 0.0001 for both). BMI and WC were associated with CMR in participants without NAFLD (p < 0.001), but not among those with NAFLD. Participants with NAFLD and normal BMI and WC had CMR estimates that were higher than those without NAFLD in the obese categories. Among those without NAFLD the 5 years CMR change estimate was 0.09 (95% CI: 0.062, 0.125) for BMI ≥30 kg/m2 compared to -0.06 (-0.092, -0.018) for BMI < 25 kg/m2, and among those with NAFLD, these estimates were 0.15 (0.108, 0.193) and 0.16 (-0.035, 0.363). Conclusions NAFLD modifies associations of BMI and WC with CMR. Compared with BMI and WC, NAFLD was more strongly associated with CMR. In the presence of NAFLD, BMI and WC were not associated with CMR. These findings have implications for clinical screening guidelines.
Collapse
Affiliation(s)
- Mahesh Mathew
- Division of Epidemiology & Community HealthUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Zachary C. Pope
- Mayo Clinic and Delos Well Living LabRochesterMinnesotaUSA
- Department of Physiology and Biomedical EngineeringWell Living Lab & Mayo ClinicRochesterMinnesotaUSA
- Department of Health Promotion SciencesHudson College of Public HealthUniversity of Oklahoma Health Sciences & TSET Health Promotion Research CenterStephenson Cancer CenterUniversity of Oklahoma Health SciencesOklahoma CityOklahomaUSA
| | - Pamela J. Schreiner
- Division of Epidemiology & Community HealthUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - David R. Jacobs
- Division of Epidemiology & Community HealthUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Lisa B. VanWagner
- Division of Digestive and Liver DiseasesUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - James G. Terry
- Vanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Mark A. Pereira
- Division of Epidemiology & Community HealthUniversity of MinnesotaMinneapolisMinnesotaUSA
| |
Collapse
|
20
|
Bahitham W, Alghamdi S, Omer I, Alsudais A, Hakeem I, Alghamdi A, Abualnaja R, Sanai FM, Rosado AS, Sergi CM. Double Trouble: How Microbiome Dysbiosis and Mitochondrial Dysfunction Drive Non-Alcoholic Fatty Liver Disease and Non-Alcoholic Steatohepatitis. Biomedicines 2024; 12:550. [PMID: 38540163 PMCID: PMC10967987 DOI: 10.3390/biomedicines12030550] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [ |