ABSTRACT
Background: Evidence suggests that the gastrointestinal microbiome plays a significant role in the biology of metabolic dysfunction-associated steatotic liver disease (MASLD). However, it remains unclear whether disparities in the gut microbiome across intestinal tissular compartments between the sexes lead to MASLD pathogenesis. Methods: Sex-specific analyses of microbiome composition in two anatomically distinct regions of the gut, the small intestine and colon, were performed using an experimental model of MASLD. The study involved male and female spontaneously hypertensive rats and the Wistar-Kyoto control rat strain, which were fed either a standard chow diet or a high-fat diet for 12 weeks to induce MASLD (12 rats per group). High-throughput 16S sequencing was used for microbiome analysis. Results: There were significant differences in the overall microbiome composition of male and female rats with MASLD, including variations in topographical gut regions. The beta diversity of the jejunal and colon microbiomes was higher in female rats than in male rats (PERMANOVA p-value=0.001). Sex-specific analysis and discriminant features using LEfSe showed considerable variation in bacterial abundance, along with distinct functional properties, in the jejunum and colon of animals with MASLD. Significantly elevated levels of lipopolysaccharide and protein expression of Toll-like receptor 4 were observed in the livers of male rats with MASLD compared with their female counterparts. Conclusion: This study uncovered sexual dimorphism in the gut microbiome of MASLD and identified microbial heterogeneity within intestinal compartments. Insights into sex-specific variations in gut microbiome composition could facilitate customised treatment strategies.
ABSTRACT
The principal limitations of the terms NAFLD and NASH are the reliance on exclusionary confounder terms and the use of potentially stigmatising language. This study set out to determine if content experts and patient advocates were in favor of a change in nomenclature and/or definition. A modified Delphi process was led by three large pan-national liver associations. The consensus was defined a priori as a supermajority (67%) vote. An independent committee of experts external to the nomenclature process made the final recommendation on the acronym and its diagnostic criteria. A total of 236 panelists from 56 countries participated in 4 online surveys and 2 hybrid meetings. Response rates across the 4 survey rounds were 87%, 83%, 83%, and 78%, respectively. Seventy-four percent of respondents felt that the current nomenclature was sufficiently flawed to consider a name change. The terms "nonalcoholic" and "fatty" were felt to be stigmatising by 61% and 66% of respondents, respectively. Steatotic liver disease was chosen as an overarching term to encompass the various aetiologies of steatosis. The term steatohepatitis was felt to be an important pathophysiological concept that should be retained. The name chosen to replace NAFLD was metabolic dysfunction-associated steatotic liver disease. There was consensus to change the definition to include the presence of at least 1 of 5 cardiometabolic risk factors. Those with no metabolic parameters and no known cause were deemed to have cryptogenic steatotic liver disease. A new category, outside pure metabolic dysfunction-associated steatotic liver disease, termed metabolic and alcohol related/associated liver disease (MetALD), was selected to describe those with metabolic dysfunction-associated steatotic liver disease, who consume greater amounts of alcohol per week (140-350 g/wk and 210-420 g/wk for females and males, respectively). The new nomenclature and diagnostic criteria are widely supported and nonstigmatising, and can improve awareness and patient identification.
Subject(s)
Non-alcoholic Fatty Liver Disease , Female , Male , Humans , Non-alcoholic Fatty Liver Disease/diagnosis , Non-alcoholic Fatty Liver Disease/epidemiology , Delphi Technique , Ethanol , Cardiometabolic Risk Factors , Consensus , HepatomegalyABSTRACT
BACKGROUND: It has been consistently shown that obesity contributes directly to arterial hypertension and cardiovascular disease (CVD), independently of other risk factors. Likewise, non-alcoholic fatty liver disease (NAFLD) is acknowledged as a contributor and a risk enhancer for CVD. OBJECTIVES: We tested the hypothesis of a causal role of NAFLD in the effect of obesity on arterial hypertension. METHODS: Using causal mediation analysis, we quantified the magnitude of the body mass index (BMI) effect on arterial hypertension and CV-traits mediated by NAFLD. First, we analysed data from 1348 young adults in the Bogalusa Heart Study (BHS), a cohort aimed at assessing the natural history of CVD. Then, we used data from 3359 participants of the National Health and Nutrition Examination Survey (2017-2018 cycle, NHANES) to replicate the findings. RESULTS: We found that roughly 92% of the effects of BMI on arterial hypertension in the BHS and 51% in the NHANES population are mediated by NAFLD. In addition, indirect effects of BMI on systolic (SBP) and diastolic (DBP) blood pressure, and heart rate (HR) through NAFLD explained up to 91%, 93%, and 100% of the total effect, respectively, in the BHS. In the NHANES survey, indirect effects of BMI through NAFLD on CV traits explain a significant proportion of the total effects (SBP = 60.4%, HR = 100%, and pulse pressure = 88%). CONCLUSION: NAFLD mediates a substantial proportion of the effect of obesity on the presence of hypertension and CV-parameters independently of relevant covariates. This conclusion has implications for clinical management.
Subject(s)
Cardiovascular Diseases , Hypertension , Non-alcoholic Fatty Liver Disease , Young Adult , Humans , Non-alcoholic Fatty Liver Disease/complications , Non-alcoholic Fatty Liver Disease/epidemiology , Nutrition Surveys , Obesity/complications , Obesity/epidemiology , Risk Factors , Hypertension/epidemiologyABSTRACT
INTRODUCTION: nonalcoholic fatty liver disease (NAFLD) is a complex disorder resulting from intricate relationships with diverse cardiometabolic risk factors and environmental factors. NAFLD may result in severe chronic liver damage and potentially declining liver function. AREAS COVERED: Accumulated knowledge over the last decade indicates that the disease trajectory presents substantial heterogeneity. In addition, overlapping features with the diseases of the metabolic syndrome, combined with heterogeneity in disease mechanisms, further complicates NAFLD diagnosis and prognosis, and hampers progress in biomarker and pharmacological discoveries. Here, we explore solving the heterogeneous clinical landscape of NAFLD by cluster analysis of molecular signatures that serve as a proxy for disease stratification into molecular sub-types. First, we collected information on NAFLD and metabolic syndrome-associated protein-coding genes by data mining the literature. Next, we performed pathways enrichment and cluster analyses to decipher and dissect the different patterns of phenotypic heterogeneity. Our approach showed unique biological pathways for every clinical subtype/group, namely NAFLD + obesity, NAFLD + arterial hypertension, NAFLD + dyslipidemia, and NAFLD + type 2 diabetes. EXPERT OPINION: Patients with NAFLD may be benefited by a better understanding of the disease biology, which involves 'dissection' of the molecular sub-phenotypes that drive the disease progression.
Subject(s)
Diabetes Mellitus, Type 2 , Metabolic Syndrome , Non-alcoholic Fatty Liver Disease , Humans , Non-alcoholic Fatty Liver Disease/diagnosis , Non-alcoholic Fatty Liver Disease/epidemiology , Non-alcoholic Fatty Liver Disease/genetics , Metabolic Syndrome/epidemiology , Metabolic Syndrome/genetics , Metabolic Syndrome/complications , Diabetes Mellitus, Type 2/complications , Obesity/complications , Decision Making , Liver/metabolismABSTRACT
We explored the shared pathophysiological mechanisms between COVID-19 and non-alcoholic fatty liver disease (NAFLD) by integrating multi-omics data. We studied common genetic risk factors and underlying biological processes using functional enrichment analysis. To understand the sex-specific pathways involved in the clinical course of SARS-CoV-2 infection, we processed sex-stratified data from COVID-19 genome-wide association datasets. We further explored the transcriptional signature of the liver cells in healthy and COVID-19 tissue specimens. We also integrated genetic and metabolomic information. We found that COVID-19 and NAFLD share biological disease mechanisms, including pathways that regulate the inflammatory and lipopolysaccharide response. Single-cell transcriptomics revealed enrichment of complement-related pathways in Kupffer cells, syndecan-mediated signalling in plasma cells, and epithelial-to-mesenchymal transition in hepatic stellate cells. The strategy of pathway-level analysis of genomic and metabolomic data uncovered l-lactic acid, Krebs cycle intermediate compounds, arachidonic acid and cortisol among the most prominent shared metabolites.
Subject(s)
COVID-19 , Non-alcoholic Fatty Liver Disease , Male , Female , Humans , Non-alcoholic Fatty Liver Disease/genetics , Multiomics , Genome-Wide Association Study , SARS-CoV-2 , Liver/metabolismABSTRACT
The knowledge on the genetic component of non-alcoholic fatty liver disease (NAFLD) has grown exponentially over the last 10 to 15 years. This review summarizes the current evidence and the latest developments in the genetics of NAFLD and non-alcoholic steatohepatitis (NASH) from the immune system's perspective. Activation of innate and or adaptive immune response is an essential driver of NAFLD disease severity and progression. Lipid and immune pathways are crucial in the pathophysiology of NAFLD and NASH. Here, we highlight novel applications of genomic techniques, including single-cell sequencing and the genetics of gene expression, to elucidate the potential involvement of NAFLD/NASH-risk alleles in modulating immune system cells. Together, our focus is to provide an overview of the potential involvement of the NAFLD/NASH-related risk variants in mediating the immune-driven liver disease severity and diverse systemic pleiotropic effects.
Subject(s)
Liver Neoplasms , Non-alcoholic Fatty Liver Disease , Humans , Non-alcoholic Fatty Liver Disease/genetics , Non-alcoholic Fatty Liver Disease/metabolism , Alleles , Liver/metabolism , Liver Neoplasms/genetics , ImmunityABSTRACT
Serum uric acid-to-creatinine ratio (sUA/CrR) may be associated with metabolic syndrome components, but limited evidence exists on a relationship between sUA/Cr and NAFLD. Here, we investigated the association between sUA/CrR and NAFLD.We performed a cross-sectional analysis in 3359 subjects who participated in the NHANES 2017-2018 survey and consumed less than 30 and 20 g alcohol (men and women, respectively), with no positive tests of viral hepatitis. Liver steatosis was defined by controlled attenuation parameter and fibrosis by stiffness measurements obtained via transient elastography. We modeled the relationship between NAFLD and relevant demographic, anthropometric, and biochemical variables.sUA/CrR was significantly higher in participants with NAFLD than those without NAFLD. LASSO logit regression showed that only logarithmized age (p = 1.2e-3), waist circumference (WC) (p = 1.8e-5), triglycerides (p = 5e-6), and sUA/CrR (p = 3e-5) were retained in the model. Multivariate logistic analysis demonstrated a significant association between sUA/CrR and NAFLD; the OR for NAFLD of one log(sUA/CrR) increase was 2.61 (95% CI: 1.86-3.68, p < 3e-8) after adjusting for relevant covariables, including aminotransaminase levels and the effect of sUA/CrR remained significant for highest WC quintiles. The model's predictive power with vs. without sUA/CrR was slightly but significantly better (Auroc: 0.859 ± 0.006 vs. 0.855 ± 0.007, p < 1.1e-2). Mediation analysis showed that SUA/CrR modestly mediates the effect of WC and insulin resistance but not glycohemoglobin on NAFLD.In conclusion, elevated sUA/CrR was significantly associated with NAFLD in the general population. Therefore, kidney function should be closely monitored in NAFLD patients.
Subject(s)
Non-alcoholic Fatty Liver Disease , Male , Humans , Female , Non-alcoholic Fatty Liver Disease/epidemiology , Uric Acid , Creatinine , Cross-Sectional Studies , Nutrition Surveys , Risk FactorsSubject(s)
Non-alcoholic Fatty Liver Disease , Humans , Non-alcoholic Fatty Liver Disease/drug therapy , Non-alcoholic Fatty Liver Disease/pathology , Auranofin/therapeutic use , NF-E2-Related Factor 2/therapeutic use , Gold/therapeutic use , Multifactorial Inheritance , Drug Repositioning , Liver/pathology , Fibrosis , Liver Cirrhosis/pathology , Signal TransductionABSTRACT
OBJECTIVE: To explore the molecular processes associated with cellular regulatory programs in patients with COVID-19, including gene activation or repression mediated by epigenetic mechanisms. We hypothesized that a comprehensive gene expression profiling of nasopharyngeal epithelial cells might expand our understanding of the pathogenic mechanisms of severe COVID-19. METHODS: We used single-cell RNA sequencing (scRNAseq) profiling of ciliated cells (n = 12,725) from healthy controls (SARS-CoV-2 negative n = 13) and patients with mild/moderate (n = 13) and severe (n = 14) COVID-19. ScRNAseq data at the patient level were used to perform gene set and pathway enrichment analyses. We prioritized candidate miRNA-target interactions and epigenetic mechanisms. RESULTS: We found that mild/moderate COVID-19 compared to healthy controls had upregulation of gene expression signatures associated with mitochondrial function, misfolded proteins, and membrane permeability. In addition, we found that compared to mild/moderate disease, severe COVID-19 had downregulation of epigenetic mechanisms, including DNA and histone H3K4 methylation and chromatin remodelling regulation. Furthermore, we found 11-ranked miRNAs that may explain miRNA-dependent regulation of histone methylation, some of which share seed sequences with SARS-CoV-2 miRNAs. CONCLUSION: Our results may provide novel insights into the epigenetic mechanisms mediating the clinical course of SARS-CoV-2 infection.
Subject(s)
Biological Phenomena , COVID-19 , MicroRNAs , Epigenesis, Genetic , Gene Expression Profiling , Histones , Humans , SARS-CoV-2ABSTRACT
MicroRNAs (miRNAs), which are regarded as crucial regulators of gene expression and diverse aspects of cell biology, can be present in various body fluids as highly stable molecules. It is also known that miRNAs exert tissue-specific regulation of gene transcription. Large amount of clinical and experimental evidence provided the rationale for raising the intriguing question of whether miRNAs can mediate cell-cell communication. For those reasons, miRNAs have been considered as the 'Holy Grail' of biomarkers allowing non-invasive diagnostic screening and early detection of a variety of diseases, including solid and non-solid cancers. In a study published in Clin. Sci. (Lond.) (2011) 120(5):183-193 (https://doi.org/10.1042/CS20100297), Gui et al. investigated the hypothesis that circulating miRNAs could be used to identify patients with liver pathologies. Specifically, the authors profiled circulating miRNAs in patients with hepatocellular carcinoma (HCC), liver cirrhosis (LC), and healthy controls and found that serum miR-885-5p levels were significantly higher in samples of patients with HCC (6.5-fold increase) and LC (8.8-fold increase). In this commentary, we highlight biological aspects associated with mir-122-the 'liver-specific' miRNA, which has been associated with a diverse range of liver pathologies. In addition, we discuss the relevance of mir-885-5p as potential biomarker for detecting human cancers. Finally, we provide some clues about how presumably unrelated miRNAs such as miR-122 and miR-885-5p may act in similar biological processes (BPs), making the miRNA regulatory networks more complex than anticipated.
Subject(s)
Liver Neoplasms/etiology , MicroRNAs/physiology , Animals , Biomarkers, Tumor , Chromatin Assembly and Disassembly , Humans , Mice , MicroRNAs/analysis , MicroRNAs/bloodABSTRACT
High-throughput sequencing (HTS) technologies have contributed to expand current knowledge of the biology of complex diseases, including nonalcoholic fatty liver disease (NAFLD). Genome-wide association studies, whole exome sequencing, and sequencing of entire genes are used to identify variants and/or mutations that predispose to the disease pathogenesis. Here, we present a tutorial that may guide readers to manage high volume of genetics data in the context of Next-Generation Sequencing (NGS) studies.
Subject(s)
Exome , Non-alcoholic Fatty Liver Disease , Computational Biology , Genome-Wide Association Study , High-Throughput Nucleotide Sequencing , Humans , Non-alcoholic Fatty Liver Disease/genetics , SoftwareABSTRACT
Introduction: Fatty liver disease, defined by the presence of liver fat infiltration, is part of a cluster of disorders that occur in the context of metabolic syndrome. Epigenetic factors - defined as stable and heritable changes in gene expression without changes in the DNA sequence - may not only play an important role in the disease development in adulthood, but they may start exerting their influence in the prenatal stage.Areas covered: By using systems biology approaches, we review the main epigenetic modifications and highlight their likely roles in the pathogenesis of nonalcoholic fatty liver disease.Expert opinion: Knowledge of the mechanisms by which epigenetic modifications participate in complex disorders would not only help scientists find novel therapeutic strategies but could also aid in implementing preventive care measures at gestation.
Subject(s)
Metabolic Syndrome , Non-alcoholic Fatty Liver Disease , Adult , Epigenesis, Genetic , Epigenomics , Humans , Liver/pathology , Metabolic Syndrome/metabolism , Non-alcoholic Fatty Liver Disease/metabolismABSTRACT
Nonalcoholic fatty liver disease (NAFLD) pathogenesis is explained by the complex relationship among diet and lifestyle-predisposing factors, the genetic variance of the nuclear and mitochondrial genome, associated phenotypic traits, and the yet not fully explored interactions with epigenetic and other environmental factors, including the microbiome. Despite the wealth of knowledge gained from molecular and genome-wide investigations in patients with NAFLD, the precise mechanisms that explain the variability of the histological phenotypes are not fully understood. Earlier studies of the gut microbiota in patients with NAFLD and nonalcoholic steatohepatitis (NASH) provided clues on the role of the fecal microbiome in the disease pathogenesis. Nevertheless, the composition of the gut microbiota does not fully explain tissue-specific mechanisms associated with the degree of disease severity, including liver inflammation, ballooning of hepatocytes, and fibrosis. The liver acts as a key filtration system of the whole body by receiving blood from the hepatic artery and the portal vein. Therefore, not only microbes would become entrapped in the complex liver anatomy but, more importantly, bacterial derived products that are likely to be potentially powerful stimuli for initiating the inflammatory response. Hence, the study of liver tissue microbiota offers the opportunity of changing the paradigm of host-NAFLD-microbial interactions from a "gut-centric" to a "liver-centric" approach. Here, we highlight the evidence on the role of liver tissue bacterial DNA in the biology of NAFLD and NASH. Besides, we provide evidence of metagenomic findings that can serve as the seed of further hypothesis-raising studies as well as can be leveraged to discover novel therapeutic targets.
ABSTRACT
Genome-wide association studies of complex diseases, including nonalcoholic fatty liver disease (NAFLD), have demonstrated that a large number of variants are implicated in the susceptibility of multiple traits - a phenomenon known as pleiotropy that is increasingly being explored through phenome-wide association studies. We focused on the analysis of pleiotropy within variants associated with hematologic traits and NAFLD. We used information retrieved from large public National Health and Nutrition Examination Surveys, Genome-wide association studies, and phenome-wide association studies based on the general population and explored whether variants associated with NAFLD also present associations with blood cell-related traits. Next, we applied systems biology approaches to assess the potential biological connection/s between genes that predispose affected individuals to NAFLD and nonalcoholic steatohepatitis, and genes that modulate hematological-related traits-specifically platelet count. We reasoned that this analysis would allow the identification of potential molecular mediators that link NAFLD with platelets. Genes associated with platelet count are most highly expressed in the liver, followed by the pancreas, heart, and muscle. Conversely, genes associated with NAFLD presented high expression levels in the brain, lung, spleen, and colon. Functional mapping, gene prioritization, and functional analysis of the most significant loci (P < 1 × 10-8) revealed that loci involved in the genetic modulation of platelet count presented significant enrichment in metabolic and energy balance pathways. In conclusion, variants in genes influencing NAFLD exhibit pleiotropic associations with hematologic traits, particularly platelet count. Likewise, significant enrichment of related genes with variants influencing platelet traits was noted in metabolic-related pathways. Hence, this approach yields novel mechanistic insights into NAFLD pathogenesis.
Subject(s)
Hematopoietic System , Non-alcoholic Fatty Liver Disease , Genome-Wide Association Study , Humans , Non-alcoholic Fatty Liver Disease/genetics , PhenotypeABSTRACT
Despite more than two decades of extensive research focusing on nonalcoholic fatty liver disease (NAFLD), no approved therapy for steatohepatitis-the severe histological form of the disease-presently exists. More importantly, new drugs and small molecules with diverse molecular targets on the pathways of hepatocyte injury, inflammation, and fibrosis cannot achieve the primary efficacy endpoints. Precision medicine can potentially overcome this issue, as it is founded on extensive knowledge of the druggable genome/proteome. Hence, this review summarizes significant trends and developments in precision medicine with a particular focus on new potential therapeutic discoveries modeled via systems biology approaches. In addition, we computed and simulated the potential utility of the NAFLD polygenic risk score, which could be conceptually very advantageous not only for early disease detection but also for implementing actionable measures. Incomplete knowledge of the druggable NAFLD genome severely impedes the drug discovery process and limits the likelihood of identifying robust and safe drug candidates. Thus, we close this article with some insights into emerging disciplines, such as chemical genetics, that may accelerate accurate identification of the druggable NAFLD genome/proteome.