Clinical Care Pathway for the Risk Stratification and Management of Patients With Nonalcoholic Fatty Liver Disease

Noninvasive tests and diagnostic pathways to MASH diagnosis in the United States: a retrospective observational study

AIM

Although liver biopsy is considered the most reliable diagnostic tool for metabolic dysfunction-associated steatohepatitis (MASH), it is invasive and can be costly. Clinicians are increasingly relying on routine biomarkers and other noninvasive tests (NITs) for diagnosis. We examined real-world diagnostic pathways for patients newly diagnosed with MASH with a primary focus on NITs.

MATERIALS AND METHODS

This retrospective, observational study analyzed healthcare claims data (Merative MarketScan Commercial and Medicare Databases) from patients in the United States newly diagnosed with MASH from October 1, 2016, to March 31, 2023. Patients ≥18 years old with ≥12 months of continuous enrollment with medical and pharmacy benefits prior to diagnosis were included. Diagnostic pathways leading up to MASH diagnosis, including NITs (blood-based and imaging-based tests) and liver biopsies were assessed. Prevalence of comorbid conditions, MASH-associated medication use, and the diagnosing physician specialty were also examined.

RESULTS

A total of 18,396 patients were included in the analysis. Routine laboratory tests (alanine aminotransferase [ALT], albumin, aspartate aminotransferase [AST], cholesterol, complete blood count, and hemoglobin A1c) were performed among ≥70% of patients prior to MASH diagnosis, including 89% of patients with a liver enzyme test (ALT and/or AST). More than 75% of patients had necessary laboratory tests to calculate AST to platelet ratio index (APRI) and fibrosis-4 index (FIB-4) scores. The most common imaging performed was ultrasound (62%); liver biopsy was only performed in 10% of patients. There was a high prevalence of cardio metabolic risk factors such as hyperlipidemia (66%), hypertension (62%), obesity (58%), type 2 diabetes (40%), and cardiovascular disease (21%). Nearly half of the patients (49%) were diagnosed by a primary care physician.

LIMITATIONS AND CONCLUSIONS

This study highlights real-world diagnostic pathways among patients newly diagnosed with MASH, supporting previous findings that liver biopsies are infrequently used in favor of noninvasive methods.

Heavy metals are liver fibrosis risk factors in people without traditional liver disease etiologies

Liver fibrosis is an important predictor of mortality. Liver disease case definitions changed in 2023. These definitions include an easily over-looked group with no traditional etiology (NTE) of liver disease and no steatosis. We analyzed heavy metals and cardiometabolic risk factors (CMRFs) as fibrosis risk factors in the NTE group and in people with another newly-defined condition, metabolic dysfunction-associated steatotic liver disease (MASLD). Two National Health and Nutrition Examination Survey (NHANES) datasets were analyzed. In NHANES III (1988-1994), fibrosis and steatosis were defined by Fibrosis-4 scores and ultrasound, respectively, in 12,208 adults. In NHANES 2017-2020, fibrosis and steatosis were defined by transient elastography and the controlled attenuation parameter (CAP) in 5525 adults. Fibrosis risk factors varied over time and by race/ethnicity. In the earlier dataset, NTE-fibrosis had a positive, non-significant, association with high blood levels of lead (Pb). MASLD-fibrosis was associated with Pb (OR = 2.5, 95 % CI, 1.4-4.4) and not with CMRFs in non-Hispanic Blacks but was associated with CMRFs in non-Hispanic Whites. Heavy metal exposures fell between the two time periods. In the later dataset, NTE-fibrosis was associated with Pb (OR = 4.2, 95 % CI, 2.6-6.8) and cadmium (OR = 1.8, 95 % CI, 1.1-3.0) in the total population, but not with most CMRFs. MASLD-fibrosis was strongly-significantly associated with CMRFs in every racial/ethnic group except non-Hispanic Blacks in whom CMRFs were only weakly associated with MASLD-fibrosis. Heavy metal pollution, which disproportionately impacts minoritized populations, decreased over time, but remained strongly associated with liver fibrosis in people lacking traditional etiological factors for liver disease.

Diagnostic Accuracy of the LiverRisk Score to Detect Increased Liver Stiffness Among a United States General Population and Subgroups

Background

The LiverRisk score (LRS) has recently been proposed to predict liver fibrosis and future development of liver-related outcomes in the general population. Here, we performed an external validation of this score.

Methods

We used data from National Health and Nutrition Examination Survey 2017-2020, a United States population-based cohort to assess the diagnostic accuracy of the LRS to detect a liver stiffness measurement (LSM) ≥8 and ≥12 kPa. Performance was tested among the entire general population and clinically relevant subgroups.

Results

The cohort comprised 7,025 participants (aged 49 [33-63], 49% male), and 9.7% had an LSM ≥8 and 3.2% had an LSM ≥12 kPa. The area under the receiver characteristic operator curve (AUC) in the overall population was 0.73 (95% confidence interval [CI] :0.71-0.75) and 0.78 (95% CI: 0.74-0.81) to detect an LSM ≥8 and ≥ 12 kPa, respectively, significantly outperforming the fibrosis 4 index (FIB-4) but not the nonalcoholic fatty liver disease fibrosis score, steatosis-associated fibrosis estimator (SAFE), or metabolic dysfunction-associated fibrosis 5 (MAF-5). Performance was consistent among most subgroups, but AUC levels to detect an LSM ≥8 kPa decreased to <0.70 among participants aged 18-40 or 60-80 years, blacks, and individuals with diabetes or liver steatosis. The LRS categorized 80.5% as very low risk, 17.7% as low risk, and 1.8% as at risk, prevalence of an LSM ≥8 in these groups was 6.3%, 20.8%, and 50.5%, respectively. The sensitivity to detect an LSM ≥8 kPa was 47.3% in the overall population (but dropped to 21.3% for individuals aged 18-40 years) despite applying the lowest cut-off, which should yield the highest sensitivity.

Conclusion

The LRS score is a promising new tool to predict liver fibrosis; however, its diagnostic accuracy attenuates especially among patients aged 18-40 or 60-80 years. The overall sensitivity was only 47.3% at the lowest LRS cut-off. Further studies assessing cost-benefit ratios according to the LRS compared to FIB-4 and other risk scores such as MAF-5 and SAFE are required to determine its usefulness in referral strategies.

A new generation of non-invasive tests of liver fibrosis with improved accuracy in MASLD

BACKGROUND & AIMS

The accuracy of non-invasive tests (NITs) should be ≥80% (EASL recommendation). We aimed to compare the accuracies of the recommended NITs for advanced fibrosis in metabolic dysfunction-associated steatotic liver disease (MASLD) and to develop NITs with improved accuracy.

METHODS

A total of 1,051 patients with MASLD were allocated to derivation (n = 637) and validation (n = 414) sets. The main outcome (Kleiner F3+F4) was primarily evaluated by accuracy. Recommended NITs included: FIB-4, Fibrotest, FibroMeter, liver stiffness measurement (LSM by Fibroscan), Elasto-FibroMeter (FibroMeter-LSM combination), and ELF (enhanced liver fibrosis) in 396 patients. We used machine learning-optimized multitargeting to develop new NITs: FIB-9 (including nine common biomarkers), FIB-11 (adding two specialized blood markers) and FIB-12 (adding LSM).

RESULTS

In the whole population, the accuracies of recommended NITs were insufficient: Fibrotest, 68.0%; FIB-4, 71.2%; FibroMeter, 75.1%; LSM, 75.9%; Elasto-FibroMeter, 78.6%. Therefore, new NITs (FIB-9, FIB-11, FIB-12) were developed in the derivation set. In the validation set, AUROCs were: FIB-4, 0.757; Fibrotest, 0.766; FibroMeter, 0.850; LSM, 0.852; FIB-9, 0.863; FIB-11, 0.880; Elasto-FibroMeter, 0.894; FIB-12, 0.912 (p <0.001). The FIB-12 AUROC was superior to the ELF AUROC (0.906 vs. 0.865, p = 0.039). Accuracies were: FIB-4, 68.8%; Fibrotest, 68.6%; LSM, 75.4%; FibroMeter, 76.3%; FIB-9, 78.7%; Elasto-FibroMeter, 79.7%; FIB-11, 80.2%; FIB-12, 83.3% (p <0.001 between all NITs). Scores were segmented by ≥90% sensitivity and specificity cut-offs or NIT match, which individualized subgroups with NIT accuracies ≥80%, e.g. for FIB-9: 85.8% in 68.1% of patients using two cut-offs and 83.2% in 71.7% of patients where FIB-9 agreed with FIB-4.

CONCLUSIONS

Recommended NITs had accuracies <80% for advanced fibrosis in MASLD. Several NIT segmentations individualized subgroups with accuracies ≥80%. New NITs further improved accuracy. The simple FIB-9 (available via a free calculator) provided accuracy equaling or surpassing recommended NITs. FIB-12 outperformed other NITs.

IMPACT AND IMPLICATIONS

Currently recommended non-invasive tests (NITs) have insufficient accuracy (<80%) for the diagnosis of advanced fibrosis in metabolic dysfunction-associated steatotic liver disease (MASLD). Therefore, we developed three new NITs with new statistical techniques. Thus, FIB-9 (available via a free calculator), including nine common blood markers, equaled the performance of patented NITs. FIB-11, adding two specialized blood markers, and FIB-12, adding liver stiffness, had accuracy >80%. FIB-12 outperformed all other NITs. FIB-9 is suitable for screening and FIB-11 or FIB-12 for diagnosis.

The external validation of Dallas Steatosis Index among Asian population: a useful tool for metabolic dysfunction-associated steatotic liver disease identification and prevention

BACKGROUND

The Dallas Steatosis Index (DSI) is a non-invasive tool (NIT) developed to detect the risk of metabolic dysfunction-associated steatotic liver disease (MASLD) in multi-ethnic populations, external validation in Asians has yet to be conducted. Therefore, we evaluated the ability of the DSI with the BMI classification of WPRO (DSI_WPRO) to identify MASLD in the Chinese population. In addition, we investigated the associations between the DSI_WPRO and the risk of MASLD in a longitudinal study.

METHODS

Baseline data from the Dongfeng-Tongji cohort were collected to investigate the ability of the DSI_WPRO to identify MASLD patients by ROC analysis. Furthermore, multivariate logistic regressions were performed to investigate the associations of the DSI_WPRO and MASLD risks in a 5-year follow-up of the DFTJ cohort study.

RESULTS

Among a total of 9,376 MASLD participants and 25,974 non-MASLD participants, the area under the curve (AUC) of the DSI_WPRO reached 0.777 after adjusting BMI classification, which is higher than other NITs in this study. In addition, we redefined the risk category and the screening proposal of MASLD in Asians with the DSI_WPRO. We found that the cutoff point of 0 has the best ability to recognize the presence or absence of MASLD. Furthermore, compared with the low DSI_WPRO (DSI_WPRO < 0), OR (95% CIs) of higher DSI_WPRO (DSI_WPRO ≥ 0) was 3.048 (2.827 ~ 3.285) for MASLD.

CONCLUSION

The DSI is a useful tool for MASLD identification and prevention. After more validation studies, DSI can be generalized in the Asian population.

Metabolic Syndrome and Liver Disease: Re-Appraisal of Screening, Diagnosis, and Treatment Through the Paradigm Shift from NAFLD to MASLD

Metabolic dysfunction-associated steatotic liver disease (MASLD), previously known as non-alcoholic fatty liver disease (NAFLD), encompasses a spectrum of liver diseases characterized by hepatic steatosis, the presence of at least one cardiometabolic risk factor, and no other apparent cause. Metabolic syndrome (MetS) is a cluster of clinical conditions associated with increased risk of cardiovascular disease, type 2 diabetes, and overall morbidity and mortality. This narrative review summarizes the changes in the management of people with MetS and NAFLD/MASLD from screening to therapeutic strategies that have occurred in the last decades. Specifically, we underline the clinical importance of considering the different impacts of simple steatosis and advanced fibrosis and provide an up-to-date overview on non-invasive diagnostic tests (i.e., imaging and serum biomarkers), which now offer acceptable accuracy and are globally more accessible. Early detection of MetS and MASLD is a top priority as it allows for timely interventions, primarily through lifestyle modification. The liver and cardiovascular benefits of a global and multidimensional approach are not negligible. Therefore, a holistic approach to both conditions, MetS and related chronic liver disease, should be applied to improve overall health and longevity.

The Asian Pacific association for the study of the liver clinical practice guidelines for the diagnosis and management of metabolic dysfunction-associated fatty liver disease

Metabolic dysfunction-associated fatty liver disease (MAFLD) affects over one-fourth of the global adult population and is the leading cause of liver disease worldwide. To address this, the Asian Pacific Association for the Study of the Liver (APASL) has created clinical practice guidelines focused on MAFLD. The guidelines cover various aspects of the disease, such as its epidemiology, diagnosis, screening, assessment, and treatment. The guidelines aim to advance clinical practice, knowledge, and research on MAFLD, particularly in special groups. The guidelines are designed to advance clinical practice, to provide evidence-based recommendations to assist healthcare stakeholders in decision-making and to improve patient care and disease awareness. The guidelines take into account the burden of clinical management for the healthcare sector.

Focused Recommendations for the Management of Metabolic Dysfunction-Associated Steatohepatitis (MASH) by Advanced Practice Providers in the United States

Metabolic dysfunction-associated steatohepatitis (MASH) has become the dominant cause of liver disease in the United States. With the growing burden of this disease in gastroenterology practices, the identification and treatment of those at risk of developing adverse outcomes (cirrhosis, hepatocellular carcinoma, or liver-related death) has become urgent. In recent years, the development of noninvasive tests (NITs) to identify "at-risk MASH" patients have provided cost-effective algorithms to identify these patients. Although treatment has historically been limited to lifestyle modification, recent FDA approval of resmetirom for noncirrhosis MASH with stages 2 and 3 fibrosis has provided a new opportunity in the United States to provide these patients with novel treatment options. Other new effective treatment regimens are on the horizon. Given that gastroenterology and hepatology practices in the United States heavily rely on advanced practice providers (APPs) to manage patients with MASLD, the APP Committee of the Global NASH/MASH Council has curated the essentials of day-to-day MASH management for our busy gastrohepatology providers and their APP colleagues. The goal of this document is to equip and mobilize more GI providers with the requisite competencies for the management of at-risk MASH, given the rapidly evolving MASH treatment landscape.

Biomechanical Assessment of Liver Integrity: Prospective Evaluation of Mechanical Versus Acoustic MR Elastography

BACKGROUND

Magnetic resonance elastography (MRE) can quantify tissue biomechanics noninvasively, including pathological hepatic states like metabolic dysfunction-associated steatohepatitis.

PURPOSE

To compare the performance of 2D/3D-MRE using the gravitational (GT) transducer concept with the current commercial acoustic (AC) solution utilizing a 2D-MRE approach. Additionally, quality index markers (QIs) were proposed to identify image pixels with sufficient quality for reliably estimating tissue biomechanics.

STUDY TYPE

Prospective.

POPULATION

One hundred seventy participants with suspected or confirmed liver disease (median age, 57 years [interquartile range (IQR), 46-65]; 66 females), and 11 healthy volunteers (median age, 31 years [IQR, 27-34]; 5 females).

FIELD STRENGTH/SEQUENCE

Participants were scanned twice at 1.5 T and 60 Hz vibration frequency: first, using AC-MRE (2D-MRE, spin-echo EPI sequence, 11 seconds breath-hold), and second, using GT-MRE (2D- and 3D-MRE, gradient-echo sequence, 14 seconds breath-hold).

ASSESSMENT

Image analysis was performed by four independent radiologists and one biomedical engineer. Additionally, superimposed analytic plane shear waves of known wavelength and attenuation at fixed shear modulus were used to propose pertinent QIs.

STATISTICAL TESTS

Spearman's correlation coefficient (r) was applied to assess the correlation between modalities. Interreader reproducibility was evaluated using Bland-Altman bias and reproducibility coefficients. P-values <0.05 were considered statistically significant.

RESULTS

Liver stiffness quantified via GT-2D/3D correlated well with AC-2D (r ≥ 0.89 [95% CI: 0.85-0.92]) and histopathological grading (r ≥ 0.84 [95% CI: 0.72-0.91]), demonstrating excellent agreement in Bland-Altman plots and between readers (κ ≥ 0.86 [95% CI: 0.81-0.91]). However, GT-2D showed a bias in overestimating stiffness compared to GT-3D. Proposed QIs enabled the identification of pixels deviating beyond 10% from true stiffness based on a combination of total wave amplitude, temporal sinusoidal nonlinearity, and wave signal-to-noise ratio for GT-3D.

CONCLUSION

GT-MRE represents an alternative to AC-MRE for noninvasive liver tissue characterization. Both GT-2D and 3D approaches correlated strongly with the established commercial approach, offering advanced capabilities in abdominal imaging compared to AC-MRE.

EVIDENCE LEVEL

1 TECHNICAL EFFICACY: Stage 2.

Non-invasive tests for fibrotic MASH for reducing screen failure in therapeutic trials

BACKGROUND & AIMS

Therapeutic trials in metabolic dysfunction-associated steatohepatitis (MASH) are hampered by a high 70-80% screen failure rate mostly because of the absence of fibrotic MASH on baseline liver biopsies, underscoring the need for better selection of candidates. We compared the performance of eight non-invasive tests, designed or not for the diagnosis of fibrotic MASH.

METHODS

A total of 1,005 patients with histologically proven MASLD were included in five tertiary care centers. Three non-invasive tests developed for fibrotic MASH were evaluated: the simple blood test Fibrotic NASH Index (FNI), the specialized blood test MACK-3, and the elastography-based test FAST. Five non-invasive tests recommended for advanced fibrosis were evaluated as well: the simple blood test FIB-4, the specialized blood tests FibroTest and Enhanced Liver Fibrosis test (ELF™), and the elastography-based tests FibroScan and Agile3+. Fibrotic MASH was defined as MASH with MASLD activity score ≥4 and fibrosis score F ≥2.

RESULTS

Among simple blood tests (n = 1,005), FNI had a significantly higher area under the receiver operating characteristic (AUROC) for fibrotic MASH than FIB-4 (0.709 [0.677-0.741] vs. 0.662 [0.628-0.695], p = 0.019). Among elastography-based tests (n = 817), FAST had a significantly higher AUROC (0.774 [0.743-0.806]) than FibroScan (0.728 [0.694-0.763], p = 0.013) and Agile3+ (0.708 [0.672-0.744], p = 0.004). Among specialized blood tests (n = 545), MACK-3 had a significantly higher AUROC (0.772 [0.734-0.811]) than FibroTest (0.615 [0.568-0.663], p <0.001) and ELF (0.700 [0.656-0.744], p = 0.028). Sequential combination (FAST then Agile3+; MACK-3 then ELF) identified a subset including one-third of patients in whom the false-positive rate was only 30%.

CONCLUSIONS

Sequential combinations using first-line tests designed for fibrotic MASH improves the identification of candidates for MASH therapeutic trials.

IMPACT AND IMPLICATIONS

Drug development in metabolic dysfunction-associated steatohepatitis (MASH) is hampered by a high screen failure rate, one of the main reasons being the absence of MASH and significant fibrosis (fibrotic MASH) on the baseline liver biopsy, a key inclusion criterion in MASH therapeutic trials. Non-invasive tests represent an attractive opportunity to better select candidates for these trials, but most of them have been developed for advanced fibrosis and the new tests designed for the diagnosis of fibrotic MASH remain poorly validated. In this work, we demonstrate that the tests specifically designed for fibrotic MASH are more accurate for this diagnostic target than the tests currently recommended and initially developed for advanced fibrosis. We propose sequential combinations that will facilitate the identification of patients with fibrotic MASH in need of treatment, and their inclusion in MASH therapeutic trials.

GLP-1RAs regulate lipid metabolism and induce autophagy through AMPK/SIRT1 pathway to improve NAFLD

BACKGROUND

Non-alcoholic fatty liver disease (NAFLD) is a leading cause of cirrhosis and a major risk factor for hepatocellular carcinoma and liver-related death. Diabetes medications have been studied as potential treatments for NAFLD. Glucagon-like peptide-1 agonists (GLP-1RAs) have been rarely reported in the treatment of NAFLD alone as an anti-diabetic drug, and its specific mechanism of action is unknown. We investigated whether the therapeutic effect of liraglutide (LRG, a representative drug of GLP-1RAs) on hepatic steatosis is related to regulating lipid metabolism and enhancing autophagy in the hepatocytes.

METHODS

We examined the effect of LRG on fat accumulation in fatty hepatocytes, and discussed its effects on enzymes related to lipid metabolism and autophagy. Meanwhile, knockdown of SIRT1 in free fatty acids(FFA)-treated cells was used to detected the influence of LRG on lipid metabolism and autophagy by regulating of AMPK/SIRT1 signaling.

RESULTS

Our findings showed that free fatty acids (FFA) induced hepatocyte steatosis, which was significantly reversed by LRG. Meanwhile, LRG significantly regulated the expression of hepatocyte lipogenesis and cytosolic lipolysis-related proteins (FAS, ACC1, ATGL, HSL, LAL). Furthermore, LRG enhanced FFA-induced suppression of autophagy and SIRT1 expression, reducing intracellular lipid accumulation. It is evident that LRG regulates lipid metabolism and induces autophagy in an (AMPK)-dependent manner. Moreover, SIRT1 knockdown inhibited the autophagy-inducing and lipid-lowering effects of LRG.

CONCLUSION

GLP-1RAs may lower hepatic steatosis by regulating lipid metabolism and enhancing autophagy in an AMPK/SIRT1-dependent manner, providing a new target for the treatment of NAFLD.

Thyroid Stimulating Hormone Levels Are Related to Fatty Liver Indices Independently of Free Thyroxine: A Cross-Sectional Study

Introduction: The relationship between metabolic dysfunction-associated steatotic liver disease (MASLD) and thyroid hormones has been established, but the direct effects of TSH on the liver, potentially leading to steatosis, and insulin resistance remain unclear. Objective: To investigate the association of TSH levels with MASLD and insulin resistance. Methods: We conducted a cross-sectional study of 8825 euthyroid individuals. Subjects were volunteers or patients referred to the International Center for Nutritional Status Assessment (University of Milan, Italy) undergoing clinical examination and blood drawing for thyroid function tests and liver indices calculation. Liver outcomes were fatty liver index (FLI), hepatic steatosis index (HSI), and FIB-4. All associations were adjusted for fT4 and confounders. Results: We found a positive association of TSH levels with FLI (β = 2.76; p < 0.001) and HSI (β = 0.58, p < 0.001). This relationship remained significant when stratifying by sex and BMI category, except for HSI in normal weight individuals. No significant association was found between TSH and hepatic fibrosis or insulin resistance. Conclusions: We found a positive association between TSH levels and MASLD in euthyroid individuals independently of fT4, sex, and BMI. Insulin resistance and hepatic fibrosis appear unrelated to TSH, independent of fT4 and BMI. The specific role of TSH in MASLD warrants further investigation.

Concordance of vibration-controlled transient elastography and magnetic resonance elastography for fibrosis staging in patients with metabolic dysfunction-associated steatotic liver disease

OBJECTIVES

To evaluate the concordance between vibration-controlled transient elastography (VCTE) and magnetic resonance elastography (MRE) for staging liver fibrosis and assessing hypothetical eligibility for resmetirom treatment in a cohort of patients with metabolic dysfunction-associated steatotic liver disease (MASLD). A secondary objective was to assess the performance of VCTE for liver fat quantification.

MATERIALS AND METHODS

This retrospective study included 103 patients (61 males; mean age 54.7 years) with suspected MASLD who underwent VCTE and MRI/MRE. The following parameters were extracted: liver stiffness (LS) from both techniques, controlled attenuation parameter (CAP) from VCTE, and MRI-proton density fat fraction (PDFF). Agreement and fibrosis stage distributions were assessed using Cohen's Kappa and McNemar's tests. ROC analysis assessed the performance of CAP against MRI-PDFF (considered the reference for steatosis).

RESULTS

A significant difference was observed in assigned fibrosis stage distributions between VCTE and MRE across all combinations (F0-F1 vs F2-F4, F0-F2 vs F3-F4, F0-F3 vs F4, all p < 0.001) with fair to moderate agreement between modalities (Cohen's Kappa values 0.305-0.554). VCTE assigned a higher fibrosis stage in 42 patients (40.7%). Thirty-three vs eighteen patients were classified as F2-F3 (qualified for resmetirom treatment) with VCTE vs MRE (Cohen's Kappa 0.215), which was associated with estimated cost savings of $707,701/year with MRE. VCTE-CAP achieved AUCs of 0.547, 0.754, and 0.813 for diagnosing mild, moderate, and severe steatosis, respectively.

CONCLUSION

VCTE and MRE have fair to moderate agreement for fibrosis staging, with VCTE tending to assign a higher fibrosis stage compared to MRE. VCTE-CAP reliably detects only severe steatosis.

KEY POINTS

Question What is the agreement between VCTE and MRE in staging fibrosis in MASLD and identifying patients with F2-F3 disease? Findings Limited concordance was found between VCTE and MRE for staging liver fibrosis and identifying F2-F3 disease; VCTE tended to assign higher fibrosis stages compared to MRE. Clinical relevance MRE could represent the modality of choice for selecting patients with metabolic dysfunction-associated steatohepatitis for resmetirom therapy as it potentially offers high cost-savings compared to VCTE.

Machine learning models for predicting metabolic dysfunction-associated steatotic liver disease prevalence using basic demographic and clinical characteristics

BACKGROUND

Metabolic dysfunction-associated steatotic liver disease (MASLD) is a global health concern that necessitates early screening and timely intervention to improve prognosis. The current diagnostic protocols for MASLD involve complex procedures in specialised medical centres. This study aimed to explore the feasibility of utilising machine learning models to accurately screen for MASLD in large populations based on a combination of essential demographic and clinical characteristics.

METHODS

A total of 10,007 outpatients who underwent transient elastography at the First Affiliated Hospital of Gannan Medical University were enrolled to form a derivation cohort. Using eight demographic and clinical characteristics (age, educational level, height, weight, waist and hip circumference, and history of hypertension and diabetes), we built predictive models for MASLD (classified as none or mild: controlled attenuation parameter (CAP) ≤ 269 dB/m; moderate: 269-296 dB/m; severe: CAP > 296 dB/m) employing 10 machine learning algorithms: logistic regression (LR), multilayer perceptron (MLP), extreme gradient boosting (XGBoost), bootstrap aggregating, decision tree, K-nearest neighbours, light gradient boosting machine, naive Bayes, random forest, and support vector machine. These models were externally validated using the National Health and Nutrition Examination Survey (NHANES) 2017-2023 datasets.

RESULTS

In the hospital outpatient cohort, machine learning algorithms demonstrated robust predictive capabilities. Notably, LR achieved the highest accuracy (ACC) of 0.711 in the test cohort and 0.728 in the validation cohort, coupled with robust areas under the receiver operating characteristic curve (AUC) values of 0.798 and 0.806, respectively. Similarly, MLP and XGBoost showed promising results, with MLP achieving an ACC of 0.735 in the test cohort, and XGBoost registering an AUC of 0.798. External validation using the NHANES datasets yielded consistent AUC results, with LR (0.831), MLP (0.823), and XGBoost (0.784) performing robustly.

CONCLUSIONS

This study demonstrated that machine learning models constructed using a combination of essential demographic and clinical characteristics can accurately screen for MASLD in the general population. This approach significantly enhances the feasibility, accessibility, and compliance of MASLD screening and provides an effective tool for large-scale health assessments and early intervention strategies.

[Metabolic associated steatotic liver disease (MASLD) and hepatic fibrosis. Score proposal with FIB4+NFS+APRI]

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INTRODUCTION

liver fibrosis (FH) is one of the main risks and mortality factors for many patients. Metabolic syndrome, MASLD, alcoholism or hepatotropic viruses are the main causes of the development of FH. Due to the wide range of patients affected, FH screening is the order of the day. Furthermore, it is of enormous nutritional interest given that the only effective treatment today is diet and physical exercise. Metabolic syndrome and MASLD are closely linked. The prevalence of these is increasing and consequently, so is FH. Therefore, finding less invasive diagnostic strategies than liver biopsy (gold standard) is a priority.

OBJECTIVE

this study analyzes the relationship between age, sex, diabetes mellitus, hypertension, obesity and dyslipidemia with the development of FH.

MATERIAL AND METHODS

the diagnostic capacity of the main non-invasive markers available today is analyzed, as well as their confounding factors. Finally, a score with FIB4, NFS and APRI is proposed to improve their individual diagnostic capacity.

RESULTS

the prevalence of FH in the study is 44 %. Diabetes mellitus and hypertension are significant in the development of FH. For their part, FIB4, NFS and APRI show acceptable specificity, although in all of them platelets are an important confounding factor.

CONCLUSIONS

the score of the three markers improves specificity (89.28 %), leaving fewer indeterminates than any of the indices. Therefore, it improves the diagnostic capacity compared to individual use.

Impact of the Underutilization of Vibration-Controlled Transient Elastography in MASLD Patients Without Insurance Coverage

PURPOSE

Vibration-controlled transient elastographies (VCTEs) are used to surveil disease progression in metabolic dysfunction-associated steatotic liver disease (MASLD), but this test is not covered by Florida Medicaid. This study aims to quantify the number of MASLD adults in a tertiary care center who did not obtain VCTEs despite indications for one based on their fibrosis-4 (FIB-4) scores, estimate the downstream costs associated with lack of VCTE access, and extrapolate these findings to the broader Florida Medicaid population.

METHODS

The study population was categorized into fibrosis risk groups based on their FIB-4 scores. For each insurance group (Medicaid, Medicare, and private), elastography studies and costs were collected and compared in patients who did or did not receive them. This data were then extrapolated to the statewide Medicaid MASLD population.

RESULTS

Among 282 MASLD patients with Medicaid, 64 patients were categorized as "intermediate-risk" for fibrosis based on their FIB-4, but only 4 had VCTEs performed. The number of VCTEs performed was significantly lower in the Medicaid group in comparison to all "intermediate-risk" patients with Medicaid, Medicare, and private insurance [χ2(2, N = 622) = 19.8, p < 0.001]. In the "intermediate-risk" Medicaid patients, the VCTE and non-VCTE groups averaged $86.74 ± 23.91 and $424.95 ± 63.49 per patient-year (p = 0.01), respectively, in elastography costs. When extrapolating these findings to the statewide Medicaid MASLD population, performing at least one VCTE could reduce downstream elastography costs by $136,020,921.51 ± 27,299,855.72 annually.

CONCLUSION

VCTEs are underutilized in MASLD patients with Medicaid and VCTE use is associated with significantly lower downstream healthcare costs.

Regular exercise alleviates metabolic dysfunction-associated steatohepatitis through rescuing mitochondrial oxidative stress and dysfunction in liver

Metabolic dysfunction-associated steatohepatitis (MASH) is characterized by severe mitochondrial dysfunction, associated with the production of mitochondrial reactive oxygen species (mROS). The substantial generation of mROS in the MASH liver, resulting from lipid surplus and electron transport chain (ETC) overload, impairs mitochondrial structure and functionality, thereby contributing to the development of severe hepatic steatosis and inflammation. Regular exercise represents an effective strategy for the treatment of MASH. Understanding the effects of exercise on oxidative stress and mitochondrial function is essential for effective treatment of MASH. This article reviews the pathological alterations in mitochondrial β-oxidation, ETC efficiency and mROS production within MASH liver. Additionally, it discusses how exercise influences the redox state and mitochondrial quality control mechanisms-such as biogenesis, mitophagy, fusion, and fission-within the MASH liver. The article emphasizes the importance of in-depth studies on exercise-induced MASH mitigation through the enhancement of mitochondrial redox balance, quality control, and function. Exploring the relationship between exercise and hepatic mitochondria could provide valuable insights into identifying potential therapeutic targets for MASH.

Association between single nucleotide polymorphisms in PNPLA3, TM6SF2 and MBOAT7 genes and markers of cancer aggressiveness in a Sri Lankan NASH-related HCC cohort

BACKGROUND

Single nucleotide polymorphisms (SNPs) in patatin-like phospholipase domain-containing protein 3 (PNPLA3), transmembrane 6 superfamily member 2 (TM6SF2) and membrane bound O-acyltransferase domain containing 7 (MBOAT7) genes were reported to be strongly associated with non-alcoholic fatty liver disease (NAFLD) pathogenicity among different populations. We investigated whether these SNPs are associated with prognostic factors and genetic biomarkers of non-alcoholic steatohepatitis (NASH)-related hepatocellular carcinoma (HCC) in the Sri Lankan context.

METHODS

We conducted an exploratory study to evaluate the prevalence of five SNPs (PNPLA3 rs738409, PNPLA3 rs2281135, PNPLA3 rs2294918, TM6SF2 rs58542926 and MBOAT7 rs641738) as genetic risk factors for NASH-HCC pathogenicity. We genotyped 48 NASH-HCC patient samples collected at a clinical setting using a minisequencing method. Impact of each SNP with tumor prognostic factors such as nodularity, tumor size and AFP (alpha-feto protein) level was analyzed using chi square test. We also analyzed the expression of micro RNA-122 (miR-122) in serum and leukocyte telomere length via quantitative real-time PCR. Associations between each SNP with micro RNA-122 (miR-122) expression level and leukocyte telomere length of NASH-HCC patients were analyzed using one-way analysis of variance (ANOVA) test and independent t test. Relationships among tested SNPs and some well-established HCC risk factors such as age, BMI, gender, diabetes status and the cirrhotic stage were also analyzed using chi square test, independent t-test and One-way ANOVA test.

RESULTS

Our analyses demonstrated significant associations between PNPLA3 rs2281135 variant and tumor nodularity. Also, PNPLA3 rs2281135 and PNPLA3 rs2294918 variants were significantly associated with miR-122 expression levels of NASH-HCC patients. Further, age and body mass index (BMI) were significantly associated with PNPLA3 rs2281135 variant in our study cohort.

CONCLUSION

We found that in the Sri Lankan NASH-related HCC cohort, some PNPLA3 variants (rs2281135 and rs2294918) correlate with tumor nodularity, higher miR-122 expression, and distinct demographic features such as age and BMI. Our work highlights the role of specific SNPs in tumor aggressiveness, contributing to the precision screening for HCC in NASH patients.

Metabolic dysfunction-associated steatotic liver disease in adults

Metabolic dysfunction-associated steatotic liver disease (MASLD) is the umbrella term that comprises metabolic dysfunction-associated steatotic liver, or isolated hepatic steatosis, through to metabolic dysfunction-associated steatohepatitis, the progressive necroinflammatory disease form that can progress to fibrosis, cirrhosis and hepatocellular carcinoma. MASLD is estimated to affect more than one-third of adults worldwide. MASLD is closely associated with insulin resistance, obesity, gut microbial dysbiosis and genetic risk factors. The obesity epidemic and the growing prevalence of type 2 diabetes mellitus greatly contribute to the increasing burden of MASLD. The treatment and prevention of major metabolic comorbidities such as type 2 diabetes mellitus and obesity will probably slow the growth of MASLD. In 2023, the field decided on a new nomenclature and agreed on a set of research and action priorities, and in 2024, the US FDA approved the first drug, resmetirom, for the treatment of non-cirrhotic metabolic dysfunction-associated steatohepatitis with moderate to advanced fibrosis. Reliable, validated biomarkers that can replace histology for patient selection and primary end points in MASH trials will greatly accelerate the drug development process. Additionally, noninvasive tests that can reliably determine treatment response or predict response to therapy are warranted. Sustained efforts are required to combat the burden of MASLD by tackling metabolic risk factors, improving risk stratification and linkage to care, and increasing access to therapeutic agents and non-pharmaceutical interventions.

The hepatocellular model of fatty liver disease: from current imaging diagnostics to innovative proteomics technologies

Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) is a prevalent chronic liver condition characterized by lipid accumulation and inflammation, often progressing to severe liver damage. We aim to review the pathophysiology, diagnostics, and clinical care of MASLD, and review highlights of advances in proteomic technologies. Recent advances in proteomics technologies have improved the identification of novel biomarkers and therapeutic targets, offering insight into the molecular mechanisms underlying MASLD progression. We focus on the application of mass spectrometry-based proteomics including single cell proteomics, proteogenomics, extracellular vesicle (EV-omics), and exposomics for biomarker discovery, emphasizing the potential of blood-based panels for noninvasive diagnosis and personalized medicine. Future research directions are presented to develop targeted therapies and improve clinical outcomes for MASLD patients.

The pleiotropic effects of glucagon-like peptide-1 receptor agonists in patients with metabolic dysfunction-associated steatohepatitis: a review for gastroenterologists

INTRODUCTION

Glucagon-like peptide-1 receptor agonists (GLP-1RAs), and dual GLP-1/glucose-dependent insulinotropic peptide (GIP) or glucagon receptor agonists have emerged as promising agents to treat metabolic dysfunction-associated steatotic liver disease (MASLD)/metabolic dysfunction-associated steatohepatitis (MASH). Although the beneficial effects of GLP-1RAs on glycemic control and weight are well-established, clinicians may be unfamiliar with other potential benefits of this class.

AREAS COVERED

We examined the pleiotropic effects of GLP-1RAs and how they relate to gastroenterologists for MASLD/MASH treatment. Our narrative review of English articles included four GLP-1RAs (subcutaneous semaglutide, liraglutide, dulaglutide, and efpeglenatide), a dual GLP-1/GIP agonist (tirzepatide), a dual GLP-1/glucagon receptor agonist (survodutide), MASLD/MASH, related disorders, clinical management, treatment outcomes and landscape.

EXPERT OPINION

In Phase I - III trials, GLP-1RAs are associated with clinically relevant hepatic improvements including MASH resolution, liver fat reduction, and preventing worsening fibrosis. Effects on cardiometabolic parameters align with type 2 diabetes/obesity Phase III data, comprising substantial improvements in glycemic, weight, and cardiovascular outcomes. Promising data also suggest benefits in common comorbidities, including obstructive sleep apnea, polycystic ovary syndrome, chronic kidney disease, and heart failure with preserved ejection fraction.GLP-1RAs represent a valuable pharmacotherapeutic option for gastroenterologists managing individuals with MASLD/MASH and cardiometabolic comorbid conditions.

Screening for advanced liver disease incorporating the use of transitional elastography in primary care

OBJECTIVES

To describe the proportion of patients with liver fibrosis in at-risk populations in primary care (PC). To know the agreement between FIB-4 and transitional elastography (TE), interobserver agreement between PC and hospital care (HC) in TE, and associated risk Factors (RF).

METHODS

Observational, descriptive, cross-sectional study in ≥16 years of age with RF for chronic liver disease. Sex and age, RF (alteration of liver tests [LT], metabolic syndrome, diabetes, obesity, alcohol consumption, hepatic steatosis), and FIB-4, controlled attenuation parameter and TE in PC and in HC, were collected. According to a consensus algorithm, vibration-controlled TE was performed in PC in patients with FIB-4≥1,3, and those with measurement ≥8kPa were referred to HC.

RESULTS

326 patients were studied. 71% were not referred to HC, due to liver stiffness <8kPa. 83 of the 95 derivations did TE in HC. 45 (54%) had TE ≥8, and 25 (30%) ≥12. The proportion of patients with stiffness ≥8kPa was 13,8% (45/326) and ≥12kPa, 7,6% (25/326). The predictive values of the FIB-4 were low. The interobserver correlation coefficient between TE in PC and HC was 0,433. Variables associated with TE ≥8 in PC: LT alteration, diabetes and steatosis. With TE ≥12: LT alteration, diabetes and obesity.

PREDICTOR VARIABLES

LT alteration and obesity.

CONCLUSIONS

The study supports the sequential performance of serum indices and TE as a screening for fibrosis in the at-risk population in PC, which allows a reduction in the percentage of patients referred to AH, and a better stratification of risk patients.

Μetabolic dysfunction-associated steatotic liver disease: a condition of heterogeneous metabolic risk factors, mechanisms and comorbidities requiring holistic treatment

Μetabolic dysfunction-associated steatotic liver disease (MASLD) comprises a heterogeneous condition in the presence of steatotic liver. There can be a hierarchy of metabolic risk factors contributing to the severity of metabolic dysfunction and, thereby, the associated risk of both liver and extrahepatic outcomes, but the precise ranking and combination of metabolic syndrome (MetS) traits that convey the highest risk of major adverse liver outcomes and extrahepatic disease complications remains uncertain. Insulin resistance, low-grade inflammation, atherogenic dyslipidaemia and hypertension are key to the mechanisms of liver and extrahepatic complications. The liver is pivotal in MetS progression as it regulates lipoprotein metabolism and secretes substances that affect insulin sensitivity and inflammation. MASLD affects the kidneys, heart and the vascular system, contributing to hypertension and oxidative stress. To address the global health burden of MASLD, intensified by obesity and type 2 diabetes mellitus epidemics, a holistic, multidisciplinary approach is essential. This approach should focus on both liver disease management and cardiometabolic risk factors. This Review examines the link between metabolic dysfunction and liver dysfunction and extrahepatic disease outcomes, the diverse mechanisms in MASLD due to metabolic dysfunction, and a comprehensive, personalized management model for patients with MASLD.

Non-invasive evaluation of steatosis and fibrosis in the liver in adults patients living with cystic fibrosis

BACKGROUND & AIMS

Cystic fibrosis hepatobiliary involvement is a heterogeneous and systemic entity. The primary objective was to determine the prevalence of steatosis, by magnetic resonance-proton density fat fraction (MR-PDFF), and liver fibrosis, by magnetic resonance elastography (MRE), in a cohort of adults with cystic fibrosis. The secondary objective was to determine the diagnostic yield of widely available non-invasive liver markers for steatosis and fibrosis, and vibration controlled transitional elastography (VCTE) releasing Control Attenuation Parameter (CAP) (dB/m) and stiffness (kPa), with the aim of proposing a diagnostic algorithm.

METHODS

We conducted a cross-sectional study including 101 adult patients with cystic fibrosis seen in a multidisciplinary unit. The study encompassed a clinical evaluation, morpho-functional assessment, VCTE, non-invasive liver markers and MR-PDFF and MRE. Diagnostic accuracy was assessed using ROC curves and 2 × 2 tables.

RESULTS

MR-PDFF detected hepatic steatosis in 18 of 101 (17.8 %) patients, while MRE detected significant liver fibrosis in 15 of 101 (14.9 %). The VCTE cut-off with the best diagnostic yield, determined by the Youden index, was 222 dB/m for the presence of steatosis (AUC 0.864 (95 % CI 0.768-0.961; p < 0.001) and the VCTE cut-off was 6.65 kPa for liver fibrosis (AUC 0.951(95 % CI 0.81-1; p = 0.053). A screening algorithm for hepatic steatosis was developed using the fatty liver index (FLI) and CAP, with a negative predictive value of 83.3 %. For liver fibrosis, it was outperformed by the Hepamet Fibrosis Score (HFS) and VCTE, with a negative predictive value of 100 %.

CONCLUSIONS

The prevalence of hepatic steatosis and liver fibrosis was 17.8 % and 14.9 %, respectively. VCTE alone or in combination with FLI for steatosis or HFS for fibrosis demonstrated high diagnostic accuracy. This approach effectively allows for the exclusion of steatosis and fibrosis, thereby reducing the need for MR-PDFF and MRE studies.

Lifestyle Attitudes and Habits in a Case Series of Patients With Cancer and Metabolic Syndrome

Metabolic syndrome (MetS) is associated with increased cancer risk and poor cancer prognosis. The current study applied a mixed methods approach to better understand attitudes about making lifestyle changes and current dietary and physical activity behaviors among cancer patients with MetS at a cancer center and to explore the suitability of brief lifestyle questionnaires to help providers understand their patients' lifestyle attitudes and habits. Qualitative interviews were used to obtain patients' perspectives about lifestyle changes, and 3 quantitative questionnaires-the Readiness Ruler, Rate Your Plate, and the International Physical Activity Questionnaire-Short Form (IPAQ-SF)-were used to measure patients' readiness for lifestyle change, dietary habits, and physical activity levels, respectively. Nineteen patients participated in interviews, and 18 patients completed the questionnaires. Interview findings indicated that patients generally prioritized lifestyle changes over medication use, desired collaboration and coordination between multidisciplinary care teams and patient, and desired tailored interventions and practical implementation strategies to manage MetS. Questionnaire findings indicated that most patients agreed with the importance of lifestyle changes and expressed confidence in making them, reporting healthy food choices and high physical activity levels. A multidisciplinary approach tailored to patients' readiness, preferences, and constraints is recommended for effective MetS management in patients with cancer.

Role of noninvasive tests in the prognostication of metabolic dysfunction-associated steatotic liver disease

In managing metabolic dysfunction-associated steatotic liver disease, which affects over 30% of the general population, effective noninvasive biomarkers for assessing disease severity, monitoring disease progression, predicting the development of liver-related complications, and assessing treatment response are crucial. The advantage of simple fibrosis scores lies in their widespread accessibility through routinely performed blood tests and extensive validation in different clinical settings. They have shown reasonable accuracy in diagnosing advanced fibrosis and good performance in excluding the majority of patients with a low risk of liver-related complications. Among patients with elevated serum fibrosis scores, a more specific fibrosis and imaging biomarker has proved useful to accurately identify patients at risk of liver-related complications. Among specific fibrosis blood biomarkers, enhanced liver fibrosis is the most widely utilized and has been approved in the United States as a prognostic biomarker. For imaging biomarkers, the availability of vibration-controlled transient elastography has been largely improved over the past years, enabling the use of liver stiffness measurement (LSM) for accurate assessment of significant and advanced fibrosis, and cirrhosis. Combining LSM with other routinely available blood tests enhances the ability to diagnose at-risk metabolic dysfunction-associated steatohepatitis and predict liver-related complications, some reaching an accuracy comparable to that of liver biopsy. Magnetic resonance imaging-based modalities provide the most accurate quantification of liver fibrosis, though the current utilization is limited to research settings. Expanding their future use in clinical practice depends on factors such as cost and facility availability.

Associations between MASLD, atrial fibrillation, cardiovascular events, mortality and aspirin use in older adults

The impact of metabolic dysfunction-associated steatotic liver disease (MASLD), the preferred nomenclature for NAFLD, on cardiovascular health and mortality among older adults is uncertain. As such, we aimed to identify whether MASLD increases the risk of Major Adverse Cardiovascular Events (MACE) (a composite of fatal coronary heart disease [excluding heart failure], nonfatal myocardial infarction, or fatal or nonfatal ischemic stroke), Atrial Fibrillation (AF), or all-cause mortality in older adults, and whether aspirin attenuates these risks in individuals with MASLD. This is a non-prespecified post-hoc analysis of the ASPREE (ASPirin in Reducing Events in the Elderly) randomized trial. Participants were community dwelling well adults aged ≥ 70 years without a history of atherosclerotic cardiovascular disease or AF. Fatty Liver Index (FLI) was used to identify MASLD at baseline. FLI is a composite of anthropometric and biochemical markers used in epidemiologic studies to rule in and rule out hepatic steatosis. MACE and cause of death were adjudicated by clinical experts; AF was assessed by previously defined algorithm in ASPREE. 9,097 participants were stratified into groups according to FLI. In univariate analysis, prevalent MASLD (FLI ≥ 60 with evidence of metabolic dysfunction; n = 2,998 [33.0%]) was associated with an increased risk of MACE (HR 1.47 [95% CI 1.22-1.78]) and AF (HR 1.50 [95% CI 1.19-1.88] but not all-cause mortality (HR 1.04 [95% CI 0.91-1.19]). After adjusting for cardiovascular disease risk factors, only the association between MASLD and AF remained significant (HR 1.46 [95% CI 1.11-1.93]). Aspirin did not reduce the risk of MACE, death, or AF in the MASLD group. MASLD was associated with an increased hazard of incident AF, but not of MACE or all-cause mortality, in community dwelling older adults. Primary prevention with aspirin does not ameliorate these risks in older adults with MASLD.

Accuracy of Controlled Attenuation Parameter for Liver Steatosis in High-Risk Patients for MASLD Using MRI-Proton Density Fat Fraction as Reference Standard

AIM

Controlled attenuation parameter (CAP) enables the noninvasive diagnosis of liver steatosis. Magnetic resonance imaging proton density fat fraction (MRI-PDFF) is increasingly used over biopsy for the assessment of steatosis in patients at risk for metabolic dysfunction-associated steatotic liver disease (MASLD). We assessed the accuracy of CAP for liver steatosis defined as MRI-PDFF ≥ 5%.

METHODS

We performed a cross-sectional, diagnostic accuracy study. We prospectively recruited consecutive adult participants with type 2 diabetes and body mass index (BMI) ≥ 25 kg/m2, who underwent CAP and MRI-PDFF within two weeks.

RESULTS

We included 113 participants. The area under the receiver operating characteristic (AUROC) of CAP for MRI-PDFF ≥ 5% was 0.82 [95% confidence interval (CI) 0.74-0.89]. CAP thresholds for ruling-out (sensitivity > 90%) and ruling-in (specificity > 90%) liver steatosis were below 249 and over 328 dB/m respectively. The AUROC of CAP for the detection of MRI-PDFF ≥ 10% was 0.81 (0.73-0.88). CAP thresholds for ruling-out and ruling-in MRI-PDFF ≥ 10% were below 271 and over 345 dB/m respectively. CAP measurements with an interquartile range (IQR) < 30 dB/m improved the detection of higher steatosis grades.

CONCLUSION

CAP has acceptable accuracy for diagnosing MRI-PDFF defined steatosis. Values below 249 dB/m can be used to rule-out liver steatosis, while values over 328 dB/m can set the diagnosis. An IQR < 30 dB/m might improve the accuracy of CAP for higher steatosis grades.

CLINICAL TRIAL REGISTRATION

Not applicable.

Identifying and Linking Patients At Risk for MASLD with Advanced Fibrosis to Care in Primary Care

BACKGROUND AND AIMS

Severity of fibrosis is the driver of liver-related outcomes in metabolic dysfunction-associated steatotic liver disease (MASLD), and non-invasive testing such as fibrosis-4 (FIB-4) score is utilized for risk stratification. We aimed to determine if primary care patients at risk for MASLD and advanced fibrosis were evaluated with subsequent testing. A secondary aim was to determine if at-risk patients with normal aminotransferases had advanced fibrosis.

METHODS

Primary care patients at increased risk for MASLD with advanced fibrosis (n = 91,914) were identified using previously established criteria. Patients with known alternative/concomitant etiology of liver disease or cirrhosis were excluded. The study cohort included patients with calculated FIB-4 score in 2020 (n = 52,006), and stratified into low, indeterminate, and high likelihood of advanced fibrosis. Among those at indeterminate/high risk, rates of subsequent testing were measured.

RESULTS

Risk stratification with FIB-4 characterized 77% (n = 40,026) as low risk, 17% (n = 8847) as indeterminate, and 6% (n = 3133) as high risk. Among indeterminate/high-risk patients (n = 11,980), 78.7% (n = 9433) had aminotransferases within normal limits, 0.95% (n = 114) had elastography, and 8.2% (n = 984) were referred for subspecialty evaluation.

CONCLUSION

In this cohort of primary care patients at risk for MASLD with fibrosis, the FIB-4 score identified a substantial proportion of indeterminate/high-risk patients, the majority of which had normal aminotransferase levels. Low rates of subsequent testing were observed. These data suggest that a majority of patients at increased risk for liver-related outcomes remain unrecognized and highlight opportunities to facilitate their identification.

Comparison of the diagnostic accuracy of shear wave elastography with transient elastography in adult nonalcoholic fatty liver disease: a systematic review and network meta-analysis of diagnostic test accuracy

PURPOSE

To compare the diagnostic test accuracy (DTA) of shear wave elastography (SWE) to that of transient elastography (TE) for liver fibrosis grade assessment in nonalcoholic fatty liver disease adults.

METHODS

MEDLINE, The Cochrane Library, and Web of Science were searched. Inclusion criteria were primary studies examining DTA of TE, point SWE (pSWE), two-dimensional SWE (2D-SWE), or magnetic resonance elastography (MRE) with liver biopsy. Network meta-analysis was conducted using a Bayesian bivariate mixed-effects model.

RESULTS

For fibrosis grade 2 or higher, 15 studies with 25 observations (16 observations for TE, 1 for MRE, 4 for pSWE and 2D-SWE; 2,066 patients) were included; the pooled sensitivity and specificity were 0.79 (95% credible interval (CrI) 0.70-0.86; 95% prediction interval (PI) 0.36-0.96) and 0.73 (95% CrI 0.62-0.82; 95% PI 0.23-0.96) for TE, 0.68 (95% CrI 0.48-0.83; 95% PI 0.23-0.94) and 0.75 (95% CrI 0.53-0.88; 95% PI 0.24-0.97) for pSWE, 0.85 (95% CrI 0.70-0.93; 95% PI 0.40-0.98) and 0.72 (95% CrI 0.49-0.86; 95% PI 0.20-0.96) for 2D-SWE, respectively. The proportion of studies classified as unclear in QUADAS-2 was high, and the results were heterogeneous.

CONCLUSION

2D-SWE could be recommended as TE is for liver fibrosis assessment. The protocol of this systematic review and network meta-analysis has been registered in PROSPERO (CRD42022327249). All included primary papers have already been published and the information and data can be used freely.

GDF-15 improves the predictive capacity of steatotic liver disease non-invasive tests for incident morbidity and mortality risk for cardio-renal-metabolic diseases and malignancies

BACKGROUND & AIMS

Noninvasive tools (NITs) are currently used to stratify the risk of having or developing hepatic steatosis or fibrosis. Their performance and a proteomic-enabled improvement in forecasting long-term cardio-renal-metabolic morbidity, malignancies, as well as cause-specific and all-cause mortality, are lacking. Therefore, the performance of established NITs needs to be investigated in identifying cardio-renal-metabolic morbidity, malignancies, cause-specific and overall mortality and improve their performance with novel, proteomic-enabled NITs, including growth differentiation factor 15 (GDF-15), allowing multipurpose utilization.

METHODS

502,359 UK Biobank participants free of the study outcomes at baseline with a 14-year median follow-up were grouped into three categories: a) general population, b) potentially metabolic dysfunction-associated steatotic liver disease (MASLD) population, c) individuals with type 2 diabetes mellitus. The investigated NITs include Aspartate aminotransferase to Platelet Ratio Index (APRI), Fibrosis 4 Index (FIB-4), Fatty Liver Index (FLI), Hepatic Steatosis Index (HSI), Lipid Accumulation Product (LAP), and metabolic dysfunction-associated fibrosis (MAF-5) score.

RESULTS

Adding GDF-15 to the existing NITs led to significantly increased prognostic performance compared to the traditional NITs in almost all instances, reaching substantially high C-indices, ranging between 0.601 and 0.808, with an overall >0.2 improvement in C-index. Overall, with the GDF-15 enhanced NITs, up to more than seven times fewer individuals need to be screened to identify more incident cases of adverse outcomes compared to the traditional NITs. The cumulative incidence of all outcomes, based on the continuous value percentiles of NITs, is increasing exponentially in the upper quintile of the GDF-15 enhanced NITs.

CONCLUSIONS

The herein-developed GDF-15 enhanced indices demonstrate higher screening effectiveness and significantly improved prognostic abilities, which are reduced to practice through an easy-to-use web-based calculator tool (https://clinicalpredictor.shinyapps.io/multimorbidity-mortality-risk/).

Epidemiology of metabolic dysfunction-associated steatotic liver disease

As the rates of obesity and type 2 diabetes (T2D) continue to increase globally, so does the prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD). Currently, 38% of all adults and 7-14% of children and adolescents have MASLD. By 2040, the MASLD prevalence rate for adults is projected to increase to more than 55%. Although MASLD does not always develop into progressive liver disease, it has become the top indication for liver transplant in the United States for women and those with hepatocellular carcinoma (HCC). Nonetheless, the most common cause of mortality among patients with MASLD remains cardiovascular disease. In addition to liver outcomes (cirrhosis and HCC), MASLD is associated with an increased risk of developing de novo T2D, chronic kidney disease, sarcopenia, and extrahepatic cancers. Furthermore, MASLD is associated with decreased health-related quality of life, decreased work productivity, fatigue, increased healthcare resource utilization, and a substantial economic burden. Similar to other metabolic diseases, lifestyle interventions such as a heathy diet and increased physical activity remain the cornerstone of managing these patients. Although several obesity and T2D drugs are available to treat co-morbid disease, resmetirom is the only MASH-targeted medication for patients with stage 2-3 fibrosis that has approved by the Food and Drug Administration for use in the United States. This review discusses MASLD epidemiology and its related risk factors and outcomes and demonstrates that without further global initiatives, MASLD incidence could continue to increase.

Diagnostic Accuracy of Non-Invasive Diagnostic Tests for Nonalcoholic Fatty Liver Disease: A Systematic Review and Network Meta-Analysis

PURPOSE

In recent decades, numerous non-invasive tests (NITs) for diagnosing nonalcoholic fatty liver disease (NAFLD) have been developed, however, a comprehensive comparison of their relative diagnostic accuracies is lacking. We aimed to assess and compare the diagnostic accuracy of various NITs for NAFLD using network meta-analysis (NMA).

MATERIALS AND METHODS

We conducted a systematic search in seven databases up to April 2024 to identify studies evaluating the diagnostic values of NITs, with liver biopsy as the gold standard. The participants included patients with suspected or confirmed NAFLD, irrespective of age, sex, ethnicity. Statistical analysis was conducted using R 4.0.3 for Bayesian NMA and STATA 17.0 for pairwise meta-analysis. Sensitivity, specificity, diagnostic odds ratio (DOR), area under the receiver operating characteristic curve (AUC), and superiority index were calculated. Bayesian calculations were performed using the Rstan package, specifying parameters like MCMC chain count, iteration count, and operational cycles. The methodological quality of included studies was assessed using the QUADAS-2 tool.

RESULTS

Out of 15,877 studies, 180 were included in the quantitative synthesis, and 102 were used in head-to-head meta-analyses. For diagnosing steatosis stage 1, Hydrogen Magnetic Resonance Spectroscopy (H-MRS, DOR 15,745,657.6, 95% CI 17.2-1,014,063.59) proved to be the most accurate. For significant fibrosis, HRI leading (DOR 80.94, 95% CI 6.46-391.41), For advanced fibrosis, CK-18 showed the highest performance (DOR 102654.16, 95% CI 1.6-134,059.8). For high-risk NASH, Real-Time Elastography showing the highest performance (DOR 18.1, 95% CI 0.7-96.33). Meta-regression analyses suggested that variability in the diagnostic accuracy of NITs for NAFLD may result from differences in study design, thresholds, populations, and performance indicators.

CONCLUSION

We conducted a network meta-analysis to rank the accuracy of these tests. While some results are promising, not all NITs demonstrate substantial accuracy, highlighting the need for validation with larger datasets. Future research should concentrate on studying the thresholds of NITs and enhancing the clarity of methodological reporting.

Prognostic performance of the two-step clinical care pathway in metabolic dysfunction-associated steatotic liver disease

BACKGROUND & AIMS

Current guidelines recommend a two-step approach for risk stratification in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) involving Fibrosis-4 index (FIB-4) followed by liver stiffness measurement (LSM) by vibration-controlled transient elastography (VCTE) or similar second-line tests. This study aimed to examine the prognostic performance of this approach.

METHODS

The VCTE-Prognosis study was a longitudinal study of patients with MASLD who had undergone VCTE examinations at 16 centres from the US, Europe and Asia with subsequent follow-up for clinical events. The primary endpoint was incident liver-related events (LREs), defined as hepatic decompensation and/or hepatocellular carcinoma.

RESULTS

Of 12,950 patients (mean age 52 years, 41% female, 12.1% LSM >12 kPa), baseline FIB-4, at cut-offs of 1.3 (or 2.0 for age ≥65) and 2.67, classified 66.3% as low-risk and 9.8% as high-risk, leaving 23.9% in the intermediate-risk zone. After classifying intermediate FIB-4 patients as low-risk if LSM was <8.0 kPa and high-risk if LSM was >12.0 kPa, 81.5%, 4.6%, and 13.9% of the full cohort were classified as low-, intermediate-, and high-risk, respectively. At a median (IQR) follow-up of 47 (23-72) months, 248 (1.9%) patients developed LREs. The 5-year cumulative incidence of LREs was 0.5%, 1.0% and 10.8% in the low-, intermediate- and high-risk groups, respectively. Replacing LSM with Agile 3+, Agile 4, and FAST did not reduce the intermediate-risk zone or improve event prediction. Classifying intermediate FIB-4 patients by LSM <10 kPa (low-risk) and >15 kPa (high-risk) reduced the intermediate-risk zone while maintaining predictive performance.

CONCLUSIONS

The non-invasive two-step approach of FIB-4 followed by LSM is effective in classifying patients at different risks of LREs.

IMPACT AND IMPLICATIONS

Metabolic dysfunction-associated steatotic liver disease (MASLD) is emerging as one of the leading causes of cirrhosis and hepatocellular carcinoma worldwide, but only a minority of patients will develop these complications. Therefore, it is necessary to use non-invasive tests instead of liver biopsy for risk stratification. Additionally, as most patients with MASLD are seen in primary care instead of specialist settings, cost and availability of the tests should be taken into consideration. In this multicentre study, the use of the Fibrosis-4 index followed by liver stiffness measurement by vibration-controlled transient elastography effectively identified patients who would later develop liver-related events. The results support current recommendations by various regional guidelines on a clinical care pathway based on non-invasive tests to diagnose advanced liver fibrosis.

Association of exposure to multiple volatile organic compounds with ultrasound-defined hepatic steatosis and fibrosis in the adult US population: NHANES 2017-2020

Objective

Volatile organic compounds (VOCs) are pervasive environmental pollutants known to impact human health, but their role in liver steatosis or fibrosis is not fully understood. This study investigates the association of urinary VOC mixtures with the risk of liver steatosis and fibrosis in U.S. adult population.

Methods

Data of 1854 adults from the National Health and Nutrition Examination Survey (NHANES) from 2017.01 to 2020.03 were collected. Vibration Controlled Transient Elastography (VCTE) assessed hepatic steatosis and liver fibrosis via the controlled attenuation parameter (CAP) and liver stiffness measurement (LSM), respectively. The study examined the relationship between urinary exposure biomarkers for 20 VOCs and liver health outcomes using multivariate logistic regression and Bayesian Kernel Machine Regression (BKMR) to evaluate the effects of both individual and mixed VOC exposures.

Results

Multivariate logistic regression analysis revealed that exposure biomarkers for acrolein and crotonaldehyde were positively associated with hepatic steatosis. Conversely, biomarkers for styrene, ethylbenzene, and propylene oxide were negatively associated with hepatic steatosis. Furthermore, biomarkers for 1,3-butadiene and xylene were positively associated with liver fibrosis, while ethylbenzene was negatively associated with this condition. BKMR analysis identified a significant positive joint effect of VOC biomarkers on CAP. Notably, when other VOC-EBs were held at median levels, biomarkers for acrolein and 1,3-butadiene exhibited linear correlations with Ln CAP and hepatic Ln LSM, respectively.

Conclusion

The study highlights the potential hepatotoxic effects of VOC mixtures, particularly noting the roles of acrolein and 1,3-butadiene in exacerbating liver steatosis and fibrosis. These findings advocate for further research to explore the mechanistic pathways and conduct longitudinal studies to establish causality and enhance understanding of VOCs' impact on liver health.

Association between neutrophil-albumin ratio and ultrasound-defined metabolic dysfunction-associated fatty liver disease in U.S. adults: evidence from NHANES 2017-2018

BACKGROUND

Metabolic dysfunction-associated fatty liver disease (MAFLD) is increasingly prevalent, and systemic inflammation markers may play a role in its pathogenesis. This study aimed to investigate the relationship between neutrophil-albumin ratio (NAR) and MAFLD.

METHODS

This population-based study was performed using data from NHANES 2017-2018 and included 4526 individuals with a median age of 44 years old, and the males account for 46.13% (n = 2088). Ultrasound-defined MAFLD was diagnosed using a controlled attenuation parameter (CAP) threshold of ≥ 285 dB/m. Differences in baseline characteristics between patients with CAP ≥ 285 dB/m and < 285 dB/m were analyzed. A generalized additive model (GAM) and restricted cubic splines (RCS) were applied to explore the nonlinear relationship between NAR and CAP, followed by generalized linear models (GLMs). Threshold effect analysis was performed to identify the inflection point in the nonlinear relationship. CAP-related variables were ranked using XG Boost and random forest algorithms, and predictive models were developed and evaluated.

RESULTS

The study population included 1,503 patients with CAP ≥ 285 dB/m. NAR was significantly elevated in subjects with CAP ≥ 285 dB/m (P < 0.001), and nonlinear relationships between NAR and CAP were observed. NAR was positively associated with CAP in three GLMs, and this relationship remained after adjusting for confounding factors or dividing NAR into tertiles. Additionally, when NAR < 1.436, a one-unit rise in NAR was linked to a 3.304-fold increase in the risk of NAFLD (OR = 3.304, 95% CI: 2.649-4.122). The NAR-based random forest model showed the best predictive performance with AUC values of 0.978 (training) and 0.813 (validation).

CONCLUSION

NAR is positively associated with CAP, and the NAR-based random forest model is optimal for predicting MAFLD risk, highlighting the importance of NAR in predicting MAFLD.

Comparison of Referral Rates and Costs Using Fibrosis-4 and Enhanced Liver Fibrosis (ELF) Testing Strategies for Initial Evaluation of Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) in a Veteran Population

BACKGROUND

Global metabolic dysfunction-associated steatotic liver disease (MASLD) prevalence is estimated at 30% and projected to reach 55.7% by 2040. In the Veterans Affairs (VA) healthcare system, an estimated 1.8 million veterans have metabolic dysfunction-associated steatohepatitis (MASH).

METHODS

Adult patients at risk for MASLD in a VA healthcare system underwent Fibrosis-4 (FIB-4) and Enhanced Liver Fibrosis (ELF®) testing. Referral rates and cost savings were compared among 6 noninvasive testing (NIT) strategies using these 2 tests independently or sequentially at various cutoffs.

RESULTS

Enrolled patients (N = 254) had a mean age of 65.3 ± 9.3 years and mean body mass index (BMI) of 31.7 ± 6, 87.4% male: 78.3% were non-Hispanic/Latino, and 96.5% had type 2 diabetes mellitus (T2DM). Among the 6 evaluated strategies, using FIB-4 followed by ELF at a 9.8 cutoff yielded the highest proportion of patients retained in primary care without need of referral to hepatology clinic (165/227; 72.7%), and was associated with the lowest costs ($407.62). Compared to the FIB-4 only strategy, FIB-4/ELF with a 9.8 cutoff strategy resulted in 26% fewer referrals and 8.47% lower costs. In the subgroup of patients with BMI >32, there were 25.17% fewer referrals and costs were 8.31% lower.

CONCLUSIONS

Our study suggests that sequential use of ELF with a 9.8 cutoff following indeterminate FIB-4 tests results in lower referral rates and lower care costs in a veteran population at risk of MASLD. Adding ELF as a sequential test after indeterminate FIB-4 might help reduce the number of referrals and overall cost of care.

Optimal Population Screening Strategies for Liver Fibrosis Associated With Metabolic Dysfunction-Associated Steatotic Liver Disease

INTRODUCTION

Metabolic dysfunction-associated steatotic liver disease (MASLD) is an important public health threat, potentially leading to chronic liver disease and liver cancer. Current guidelines recommend using the Fibrosis-4 score for initial identification of subjects at risk of future complications. We formulate a novel population screening strategy based on the Steatosis-Associated Fibrosis Estimator (SAFE) score, recently developed for MASLD risk stratification in primary care.

METHODS

We interrogated the National Health and Nutrition Examination Survey data, 2017-20, in which a sample of subjects representative of US civilian population underwent vibration-controlled transient elastography (VCTE). The current guideline and a new, SAFE-based proposal were applied to these data to project the number of subjects to be diagnosed with liver fibrosis gauged by liver stiffness measurement (LSM), including significant (LSM ≥8 kPa) and advanced (LSM ≥12 kPa) fibrosis, as well as the number of VCTEs to be performed.

RESULTS

In the survey data, 2,691 subjects, projecting to 75.8 million US adults, were found to have MASLD, of whom 11% had LSM 8-12 kPa and 6% LSM ≥12 kPa. When the current guideline was applied, 18.1 million VCTEs would be needed to diagnose 3.5 million subjects with LSM ≥8 kPa and 1.7 million subjects with LSM ≥12 kPa. In comparison, a new approach based on the SAFE score would detect 4.9 million with LSM ≥8 kPa and 2.5 million subjects with LSM ≥12 kPa (37% and 45% improvement over the current guideline, respectively), while requiring 5.0 million fewer VCTEs (28% reduction).

DISCUSSION

The proposed population risk stratification approach using the SAFE score is simpler and substantially more effective, yielding more subjects with liver fibrosis while requiring less resources compared with the currently recommended algorithm.

Clinical Phenotypes May be Able to Identify Populations With Nonalcoholic Fatty Liver-Spectrum Disease

Background and Aims

Despite causing significant morbidity and mortality, nonalcoholic fatty liver disease (NAFLD) is underdiagnosed. Clinical indices developed to identify hepatic steatosis are often used by providers but their potential for use at the population level remains unexplored. We assessed clinical phenotypes for their ability to identify potential patients with NAFLD and nonalcoholic steatohepatitis (NASH) in the electronic health record.

Methods

We conducted a single-center retrospective cohort study of adult patients from January 1, 2016, to December 31, 2022. We developed 4 phenotypes: clinical NAFLD (C-NAFLD), clinical NASH (C-NASH), NAFLD with diagnosis (D-NAFLD) and NASH with diagnosis (D-NASH) and compared characteristics across them to identify differences between patients with and without International Classification of Diseases diagnoses.

Results

Each of the (C) phenotypes identified a cohort of patients who had clinical evidence suggestive of disease without a documented diagnosis. Black patients were overrepresented in the (C) relative to (D) groups (C-NAFLD 24.3% vs D-NAFLD 21.2%; C-NASH 28.5% vs D-NASH 14.0%). Patients with D-NASH were more likely to be prescribed medications that may be effective in treating NAFLD-NASH spectrum disease, ie, glucagon-like peptide 1 receptor agonists (C-NASH 5.0% vs D-NASH 16.7%, P < .001). Fewer patients with D-NASH had cardiovascular (C-NASH 58.0% vs D-NASH 46.3%, P < .001) and heart failure (C-NASH 33.9% vs D-NASH 24.8%, P < .001) hospitalizations than those with C-NASH.

Conclusion

Noninvasive clinical indices may improve identification of patients with or at risk for NAFLD-NASH at the population level. Systematic differences between populations with and without International Classification of Diseases diagnoses of NAFLD-spectrum disease suggest disparities in the application of screening and diagnostic procedures.

Characterization of an At-Risk Population for Nonalcoholic Fatty Liver Disease (NAFLD) in a Primary Care Setting Along the U.S.-Mexico Border

INTRODUCTION

This study aimed to determine the burden of suspected nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH) in a predominantly Hispanic patient population and explore the utility of the American Gastroenterological Association's NAFLD Clinical Care Pathway (CCP).

METHODOLOGY

Electronic medical records (n = 223) were used to divide patients into risk groups based on the amount of metabolic risk factors they presented, diabetic status, or if they presented other liver diseases. Fribosis-4 (FIB-4) scores were used to determine the risk for advanced fibrosis.

RESULTS

Most patients (83.8%) were considered at risk for NAFLD based on CCP criteria, and about a third of patients (33.2%) were found to be at indeterminate (n = 60; 26.9%) or high risk (n = 14; 6.3%) for advanced fibrosis. Most indeterminate-risk patients (78.3%) were not referred for liver imaging.

DISCUSSION

This study demonstrates the potential of the CCP as a corrective tool that could help to better identify and screen patients at risk for NAFLD.

Prevalence of Low FIB-4 in MASLD-Related Hepatocellular Carcinoma: A Multicentre Study

BACKGROUND

Major society guidelines recommend the fibrosis-4 index (FIB-4) as the initial step to risk stratifying people with metabolic dysfunction-associated steatotic liver disease (MASLD). We aimed to evaluate the proportion of people with MASLD-related hepatocellular carcinoma (HCC) and a low FIB-4.

METHODS

This cohort study included 613 consecutive adults (33% female) diagnosed with MASLD-related HCC from January 2008 to August 2023 at seven international centres in Australia, India, Japan, South Korea, Singapore and the United States. The primary objective was to determine the proportion of participants with a low FIB-4, defined as FIB-4 < 1.3, or < 2 if age > 65 years, in people without cirrhosis.

RESULTS

The mean (±SD) age and body mass index were 71 (±11) years and 27 (±7) kg/m2, respectively. Overall, 235 participants (38%) did not have known cirrhosis. The median FIB-4 was 3.90 (IQR 2.42-6.42). A total of 78 participants (13%) had a low FIB-4. Among participants without known cirrhosis (n = 235), 62 participants (26%) had a low FIB-4. Participants with a low FIB-4 had larger median total tumour diameter (p < 0.001) and lower median serum alpha-fetoprotein (p = 0.005), compared to participants without a low FIB-4. Cirrhosis was associated with lower odds of low FIB-4, but not other factors such as male sex, type 2 diabetes, or obesity.

CONCLUSION

More than a quarter of those with MASLD-related HCC without cirrhosis have a low FIB-4. The proposed clinical care pathways may not identify these people for further evaluation.

Type 2 diabetes and the minor allele of PNPLA3 consistently identify high-risk metabolic dysfunction associated steatotic liver disease

BACKGROUND

Association of genetic factors with non-invasive tests (NITs) for MASLD has not been well established.

METHODS

Clinical and laboratory data, liver biopsy and/or liver stiffness measurement (LSM) by transient elastography were collected from MASLD patients seen in tertiary care hepatology practices. Minor allele frequency for genomic loci rs641738 (MBOAT7), rs58542926 (TM6SF2), rs738409 (PNPLA3), rs62305723 (HSD1713B) were evaluated for association with high ELF (≥11.3), high FIB-4 (≥3.25), high LSM (≥10 kPa), histologic fibrosis (stage 3/4 vs. stages 0-2).

RESULTS

Among 2289 MASLD patients with available polymorphism and liver fibrosis/NIT data [52 ± 13 years, 46 % male, BMI 36.6 ± 9.9, 35 % type 2 diabetes (T2D)], 53 % had high-risk allele (C > G) at rs738409 (PNPLA3), 70 % high-risk allele (C > T) at rs641738 (MBOAT7), 18 % high-risk minor allele (C > T) at rs58542926 (TM6SF2), 11 % low-risk minor allele (G > A) at rs62305723 (HSD17b13). Only PNPLA3-rs738409 (47 % CC, 40 % CG, 13 % GG) was significantly associated with higher NIT scores and histologic fibrosis: high ELF 2.8 % CC vs. 8.1 % CG/GG; high FIB-4 4.7 % CC vs. 11.6 % CG/GG; high LSM 10 % vs. 19 %; advanced histologic fibrosis 34 % CC vs. 60 % CG/GG (all p < 0.01). Similar associations of PNPLA3-rs738409 with NITs were observed in a subgroup of MASLD patients with T2D (n = 799; all p < 0.05). The PNPLA3-rs738409 CG/GG genotype, older age and T2D were independently associated with high ELF [OR (95 % CI) = 3.25 (2.03-5.20)], FIB-4 [OR = 2.75 (1.90-3.98)], LSM [OR = 2.71 (1.60-4.59)] scores and advanced histologic fibrosis [OR = 2.56 (1.81-3.62)].

CONCLUSIONS

The polymorphism rs738409 in the PNPLA3 gene, T2D, and older age were independent predictors of high-risk MASLD.

Recent advances in MASLD genetics: Insights into disease mechanisms and the next frontiers in clinical application

Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most common chronic liver disease in the world and a growing cause of liver-related morbidity and mortality. Yet, at the same time, our understanding of the pathophysiology and genetic underpinnings of this increasingly common yet heterogeneous disease has increased dramatically over the last 2 decades, with the potential to lead to meaningful clinical interventions for patients. We have now seen the first pharmacologic therapy approved for the treatment of MASLD, and multiple other potential treatments are currently under investigation-including gene-targeted RNA therapies that directly extend from advances in MASLD genetics. Here we review recent advances in MASLD genetics, some of the key pathophysiologic insights that human genetics has provided, and the ways in which human genetics may inform our clinical practice in the field of MASLD in the near future.

Species differences of fatty liver diseases: comparisons between human and feline

Nonalcoholic fatty liver disease (NAFLD) has emerged as the most widespread chronic liver disease that poses significant threats to public health due to changes in dietary habits and lifestyle patterns. The transition from simple steatosis to nonalcoholic steatohepatitis (NASH) markedly increases the risk of developing cirrhosis, hepatocellular carcinoma, and liver failure in patients. However, there is only one Food and Drug Administration-approved therapeutic drug in the world, and the clinical demand is huge. There is significant clinical heterogeneity among patients with NAFLD, and it is challenging to fully understand human NAFLD using only a single animal model. Interestingly, felines, like humans, are particularly prone to spontaneous fatty liver disease. This review summarized and compared the etiology, clinical features, pathological characteristics, and molecular pathogenesis between human fatty liver and feline hepatic lipidosis (FHL). We analyzed the key similarities and differences between those two species, aiming to provide theoretical foundations for developing effective strategies for the treatment of NAFLD in clinics.

Advanced Liver Fibrosis Predicts Liver Outcomes in Biopsy-proven Metabolic Dysfunction-associated Steatotic Liver Disease: A U.S.-based Single-center Retrospective Cohort Study

BACKGROUND AND AIMS

Data regarding risk factors and long-term outcomes of U.S. patients with biopsy-proven metabolic dysfunction-associated steatotic liver disease (MASLD) are limited. This study aimed to investigate the role of clinical and histologic risk factors on long-term outcomes in patients with MASLD.

METHODS

A retrospective cohort study of 451 adults with biopsy-proven MASLD was conducted at a U.S. academic hospital from 2012 to 2020. An experienced pathologist evaluated the index liver biopsy. Patients with a prior liver transplant or alternative etiologies of chronic liver disease were excluded. The duration of the risk exposure was determined from the date of the index liver biopsy to an outcome event or the last follow-up examination. Outcome events of interest included incident liver-related events, liver decompensation, and all-cause mortality.

RESULTS

In the final cohort of 406 patients followed for a median of 3.7 years (interquartile range: 4.8 years), 35 patients died, 41 developed hepatic decompensation, and 70 experienced a liver-related event. Among histologic risk factors, stage 3 (adjusted Hazard ratio (aHR) 2.68, 95% confidence interval (CI) 1.18-6.11) and stage 4 (aHR 6.96, 95% CI 3.55-13.64) fibrosis were associated with incident liver-related events compared to stage 0-1 fibrosis. Stage 4 (aHR 8.46, 95% CI 3.26-21.99) fibrosis alone was associated with incident liver decompensation events compared to stage 0-1 fibrosis. Among clinical risk factors, hypertension (aHR 2.58, 95% CI 1.05-6.34) was associated with incident liver decompensation.

CONCLUSIONS

In a U.S. single-center cohort of patients with biopsy-proven MASLD, advanced fibrosis was the primary risk factor for incident liver decompensation and liver-related events.

Parallel randomised trial testing community fibrosis assessment for suspected non-alcoholic fatty liver disease: outcomes from LOCATE-NAFLD

OBJECTIVE

Non-alcoholic fatty liver disease (NAFLD) is estimated to affect a third of Australian adults, and its prevalence is predicted to rise, increasing the burden on the healthcare system. The LOCal Assessment and Triage Evaluation of Non-Alcoholic Fatty Liver Disease (LOCATE-NAFLD) trialled a community-based fibrosis assessment service using FibroScan to reduce the time to diagnosis of high-risk NAFLD and improve patient outcomes.

METHODS

We conducted a 1:1 parallel randomised trial to compare two alternative models of care for NAFLD diagnosis and assessment. Participants had suspected NAFLD and were referred to a hepatology clinic in one of three major hospitals in South-East Queensland. Eligible consenting participants were randomised to receive usual care or the intervention (LOCATE). Participants in the intervention arm received a FibroScan outside of the hospital setting, with results provided to their primary care provider and the referring hepatologist. All participants were followed up 12 months after randomisation to measure their clinical and patient-reported outcomes.

RESULTS

97 participants were recruited from October 2020 to December 2022. Of the 50 participants randomised to the intervention arm, one failed to attend their appointment, and of the 48 (98%) who had a FibroScan 13 (27%) had a liver stiffness measurement of 8.0 kPa or greater. The HR for the time to diagnosis of high risk was 1.28 (95% CI 0.59 to 2.79), indicating a faster average time to diagnosis with the intervention, but failing to conclusively demonstrate a faster time. The intervention did greatly reduce the time to FibroScan by almost 1 year (median difference 0.92 years, 95% CI 0.56 to 1.45). Other clinical outcomes showed minimal changes.

CONCLUSION

The LOCATE model shows potential for impact, particularly in reducing waiting times for patients at high risk of developing severe liver disease due to NAFLD. A larger sample and longer follow-ups are needed to measure additional clinical outcomes.

TRIAL REGISTRATION NUMBER

ACTRN12620000158965.