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SORT1 (sortilin 1), a member of the the Vps10 (vacuolar protein sorting 10) family, is involved in hepatic lipid metabolism by regulating very low-density lipoprotein (VLDL) secretion and facilitating the lysosomal degradation of CES1 (carboxylesterase 1), crucial for triglyceride (TG) breakdown in the liver. This study explores whether SORT1 is targeted for degradation by chaperone-mediated autophagy (CMA), a selective protein degradation pathway that directs proteins containing KFERQ-like motifs to lysosomes via LAMP2A (lysosomal-associated membrane protein 2A). Silencing LAMP2A or HSPA8/Hsc70 with siRNA increased cytosolic SORT1 protein levels. Leupeptin treatment induced lysosomal accumulation of SORT1, unaffected by si Show less

Atrial natriuretic peptide (ANP) and oxidized low-density lipoprotein (ox-LDL) play essential roles in the development and progression of vascular complications associated with type 2 diabetes mellitus (T2DM), and both are independently linked to cardiovascular diseases (CVD). However, the relationship between ANP and ox-LDL in patients with T2DM remains unclear as previous studies have primarily focused on circulating levels in various diseases. This study investigated the relationship between ANP and ox-LDL levels in obese individuals with T2DM. The cohort included 57 patients with T2DM (mean age 61.14 ± 9.99 years; HbA1c 8.66 ± 1.60%; BMI 35.15 ± 6.65 kg/m Show less

To systematically evaluate the causal effects of lipoproteins on ischemic stroke (IS) through a systematic review and meta-analysis of Mendelian randomization (MR) studies. A comprehensive literature search was conducted in PubMed, Embase, Cochrane Library, and Web of Science to identify MR studies investigating the relationship between lipoproteins and IS, covering all publications up to November 2024. Relevant data were extracted, followed by a quality assessment. Meta-analyses were performed using RevMan software, with evaluations of heterogeneity and publication bias. A total of 442 studies were evaluated, and 10 were included. Our meta-analysis showed a significant positive correlation between LDL and IS (OR 1.09, 95% CI 1.07-1.12; This meta-analysis provides evidence for a causal relationship between various lipoproteins and ischemic stroke. Most non-HDL lipoproteins (LDL, VLDL, apoB) are associated with an increased risk of IS, while HDL and apoA1 appear to confer a protective effect. The role of Lp(a) in IS remains inconclusive and warrants further investigation. https://www.crd.york.ac.uk/PROSPERO, CRD42024617825. Show less

In heart failure (HF), atherogenic dyslipidemia and lipotoxicity contribute to adverse remodeling. Sodium-glucose cotransporter 2 inhibitors (SGLT2i) improve HF outcomes, yet their lipid effects remain debated. This review aims to synthesize quantitative changes in lipid parameters and plausible mechanisms by which SGLT2i modulate lipoproteins in HF. Across trials and HF-focused cohorts, SGLT2i are associated with small increases in low-density lipoprotein cholesterol (LDL-C) and high-density lipoprotein cholesterol (HDL-C) and small decreases in triglycerides. Beyond concentrations, emerging data suggest qualitative remodeling - a shift toward less atherogenic LDL phenotypes (small-dense LDL (sd-LDL)↓) and increases in HDL2 - although evidence is limited and heterogeneous. Mechanistically, enhanced adipose lipolysis and hepatic β-oxidation/ketogenesis may raise ketone availability for the myocardium ("thrifty substrate"), while hepatic cholesterol pool-driven LDL receptor (LDLR) downregulation could explain modest LDL-C increases. These lipid shifts coexist with consistent reductions in HF events, independent of diabetes, implying benefits not captured by traditional lipid metrics alone. In HF, SGLT2i likely exert modest quantitative lipid changes but potentially meaningful qualitative lipoprotein remodeling alongside improved metabolic flexibility. Clinically, apolipoprotein B (ApoB)-targeted therapy (e.g., statins ± ezetimibe) remains essential when LDL-C/ApoB are above goal, with SGLT2i used for cardiorenal benefit. HF-specific trials powered for ApoB, sd-LDL, low-density lipoprotein particle number (LDL-P), HDL function, and lipidomics are lacking. In conclusion, SGLT2i produce small, mixed lipid changes in HF, but mechanistic and particle-level effects may align with improved outcomes; definitive HF-centric lipid studies are a priority. Show less

Systemic hypertension arises from the interplay of numerous common and rare genetic variants spanning vascular, renal, endocrine, metabolic, and immune pathways. Modern genomic approaches triangulate evidence from candidate gene studies, biobank-scale genome-wide association studies (GWAS), and whole-exome or whole-genome sequencing, enabling stronger mechanistic inference. In this narrative synthesis, we focused on recent human studies emphasizing candidate gene analyses, GWAS, and sequencing efforts in hypertension, extracting data on study design, populations, key variants, and implicated biological pathways. Across methodologies, genetic evidence consistently supported central roles for endothelial nitric-oxide biology (NOS3) and oxidative or tonic regulation of arteriolar resistance (PRKG1, CYBA, and CYP4A11), alongside contributions from lipid-handling genes (ApoB and PCSK9) and mitochondrial or smooth-muscle regulators (HSG and MFN2). GWAS conducted across diverse ancestries repeatedly mapped blood pressure variation to vascular calcium dynamics (ATP2B1 and CACN* loci), renal tubular transport mechanisms (UMOD and SLC4A7), renin-angiotensin-aldosterone system-related steroidogenesis (CYP17A1 and CYP11B2), and immune remodeling pathways (SH2B3), with several loci demonstrating sex- or ancestry-specific modulation and enrichment in resistant-hypertension cohorts, particularly within calcium-handling and steroidogenic pathways. Sequencing studies further identified rare, functional, and ancestry-specific variants, including large blood pressure-lowering alleles and signals enriched in Middle Eastern populations, that refine biological mechanisms and support population-tailored risk stratification. Overall, convergent evidence across genetic approaches highlights four translationally actionable systems, such as vascular calcium handling, renal salt and bicarbonate transport, adrenal steroidogenesis, and immune or inflammatory tone, supporting the development of ancestry-aware polygenic risk tools, genetic sub-phenotyping (including resistant hypertension), and mechanism-aligned therapeutics as key steps toward precision hypertension care. Show less

Kelch-like protein 12 (KLHL12) has been shown to regulate coat complex II (COPII)-mediated endoplasmic reticulum (ER)-to-Golgi trafficking of large cargos carrying procollagen or apolipoprotein B-100 containing very-low-density lipoprotein (VLDL). It is known that lipid absorption and chylomicron metabolism in enterocytes are dependent on apolipoprotein B-48 (ApoB48) and COPII-mediated trafficking. This study aimed to investigate whether KLHL12 in the intestine regulates dietary lipid absorption, chylomicron assembly, and metabolic phenotypes in mice. We generated Show less

Hypertrophic cardiomyopathy (HCM) is the most common inherited cardiac disease and a leading cause of sudden cardiac death (SCD) in young adults and athletes. It exhibits marked clinical variability, which may be influenced by genetic background and environmental factors. Although Show less

The development of tendinous xanthomas in childhood with a low-density lipoprotein (LDL) cholesterol level >400 mg/dL is characteristic of homozygous familial hypercholesterolemia (FH). We present the case of a patient with a severely elevated LDL cholesterol level and childhood-onset xanthomas who fulfilled clinical criteria for homozygous FH. However, genetic and absorption testing clarified his phenotype to be a unique digenic overlap of both heterozygous FH and heterozygous sitosterolemia with marked elevations in cholesterol absorption indices. Treatment with ezetimibe 10 mg daily resulted in a dramatic reduction in LDL cholesterol. Sitosterolemia, a rare autosomal recessive disorder of plant sterol hyperabsorption, can also result in xanthomatosis and thus can mimic FH. Although it is usually a homozygous disease, heterozygotes may exhibit intermediary phenotypes. Patients with severe hypercholesterolemia should undergo genetic and biochemical profiling for diagnostic confirmation and for ensuring that they receive optimal, personalized therapy. Show less

By various assessments, the previous study has unequivocally concluded functional apoB and MTTP (microsomal triglyceride transfer protein) for VLDL production in chicken ovaries. The present study sought to use whole tissue culture to define the role of VLDL secretion by small yellow follicles (SYFs) along their development under normal and heat stress (HS) conditions. Under thermoneutral conditions (39 °C), chicken SYFs increased MTTP activity, apoB expression and VLDL secretion, while underwent cell apoptosis along the time course. Despite relieved ER stress and protein ubiquitinylation, inhibition of VLDL secretion by Lomitapide and Mipomersen greatly increased triglyceride accumulation, impaired estradiol production and cell proliferation, and accelerated cell apoptosis in accordance with upregulated caspase 3/7 activity, JNK activation, protein carbonylation, and MDA accumulation. Exposure to HS at 44 °C boosted cell apoptosis in a duration-dependent manner. Acute HS for 3 h enhanced VLDL secretion, impaired estradiol production and cell proliferation, and promoted IL-1b production, oxidative damages, and cell apoptosis, whereas except MDA content and cell proliferation, the detrimental effects were halted after 13 h recovery. Lomitapide and Mipomersen augmented lipid accumulation, oxidative stress, inflammatory response, and exacerbated transient impairment of estradiol secretion and cell proliferation in SYFs under 3 h HS and after recovery, but failed to rescue cell viability despite relieved ER and proteostatic stress. In conclusion, routine secretion of VLDL by SYFs serves as an intrinsic mechanism to sustain cell viability and functions to support the whole program required for follicle development, while under HS, this mechanism provisionally rescues steroidogenesis and cell proliferation. Show less

Familial hypercholesterolemia (FH), which is traditionally viewed as a monogenic disorder, has significant variability in its phenotypic expression, particularly its physical characteristics. Understanding the relationship between genotype and phenotype is essential for the effective diagnosis and management of this condition, especially in pediatric populations. This study aimed to investigate the correlation between genotype and phenotype in Egyptian children diagnosed with FH. A consecutive sample of 35 Egyptian children diagnosed with FH was recruited for the study. Phenotypic characteristics were comprehensively analyzed and correlated with genetic variants. Next-generation sequencing was employed to identify pathogenic variants in genes associated with FH. Among the 35 cases analyzed, 33 (94.3%) were found to have pathogenic variants in the low-density lipoprotein receptor (LDLR), apolipoprotein B (APOB), or PCSK9 genes, with variants in LDLR accounting for approximately 90% of these cases. Zygosity analysis indicated that 63.6% of the children had biallelic pathogenic variants, with 42.4% being homozygous and 21.2% compound heterozygous, whereas the remaining 36.4% were heterozygous. The occurrence of xanthomas, early markers of atherosclerosis, abnormal echocardiographic findings, and elevated levels of total cholesterol and low-density lipoprotein cholesterol were significantly more common in children with homozygous FH. This study revealed a significant correlation between genotype and phenotype in Egyptian children with FH, with homozygous individuals experiencing more severe clinical symptoms. These findings underscore the importance of genetic screening in assessing disease severity and tailoring treatment strategies. Show less

Clustered regularly interspaced short palindromic repeats (CRISPR)-based genome editing has expanded from experimental biology to early clinical application, raising the possibility of durable therapies for cardiovascular disease. Because many cardiac conditions are monogenic, they provide clear targets for allele-specific correction or modulation. In hypertrophic cardiomyopathy, preclinical research has shown that base editing of pathogenic MYH7 and MYBPC3 mutations can restore sarcomere function; concurrently, RNA-targeting approaches selectively suppress mutant transcripts. Dilated cardiomyopathy is more heterogeneous: TTN truncations cause haploinsufficiency that can be offset by CRISPR activation, while RBM20 and LMNA mutations require precise correction or interference to restore splicing and nuclear stability. Genome editing is also being tested in familial hypercholesterolemia, where inactivation of PCSK9 using lipid nanoparticle-delivered base editors has now advanced to first-in-human trials, achieving sustained LDL-C lowering. Concurrently, efforts targeting ANGPTL3 and APOB highlight the prospect of multigene modulation of lipid metabolism. In arrhythmic syndromes, patient-derived cardiomyocytes edited at SCN5A and KCNQ1 genes have enabled high-fidelity disease models, while in vivo correction of RYR2 in catecholaminergic polymorphic ventricular tachycardia confirms the viability of editing an arrhythmia substrate. In cardiac regeneration, CRISPR activation of developmental transcription factors has enabled direct reprogramming of fibroblasts into cardiomyocyte-like cells within scar tissue. Even with these advances, delivery remains a bottleneck due to immune responses to viral vectors, limitations in the efficiency of lipid nanoparticles in the heart, and the precision required to target cardiomyocytes or conduction cells, all of which slow progress. Future work will depend as much on technical refinement as on navigating ethical, regulatory, and societal concerns. Show less

Atherogenic dyslipidemia is an important risk factor for cardiovascular disease (CVD) in patients with type 2 diabetes, obesity, and metabolic disorders. Statin therapy, the standard treatment for dyslipidemia management, falls short of controlling the residual risk of adverse cardiovascular events, even with good control of low-density lipoprotein cholesterol (LDL-C). Apolipoprotein B (apoB), in addition to non-high-density lipoprotein cholesterol (non-HDL-C), is considered a better measure of residual risk and a more comprehensive treatment target in atherogenic dyslipidemia. Fibrates in combination with statins represent a proven therapeutic modality for atherogenic dyslipidemia. Fibrates lower triglyceride-rich lipoproteins (TRL), TRL remnants, and small dense LDL particles while increasing HDL-C levels. However, only fenofibrate appears to reduce apoB, whereas gemfibrozil and pemafibrate do not. This leads to a reduction in atherogenic lipids, as measured by a significant decrease in apoB/non-HDL-C levels, and a corresponding reduction in CVD risk. Real-world efficacy studies and CVD outcome trials have shown that fenofibrate may be an option in combination with statins compared to other fibrates and is well tolerated. Additionally, evidence from real-world studies of the fenofibrate-statin combination in patients over a period of up to 20 years has dispelled safety concerns regarding long-term use of fenofibrate. Show less

Non-alcoholic fatty liver disease (NAFLD) is influenced by various factors including diet, genetic predisposition, adipocytokines, oxidative stress and endoplasmic reticulum (ER) stress. In this study, we examined how pre-feeding mice a high-fat diet rich in saturated fatty acids (SFAs) affected various indicators of liver disease after administering tunicamycin (TM), an ER stress inducer. We used 4-wk-old male C57BL/6J mice, dividing them into four groups: a normal diet (C), a high-fat diet (F), a normal diet with TM (CT), and a high-fat diet with TM (FT). After 8 wk of feeding, we administered TM intraperitoneally to the CT and FT groups, followed by an anatomical examination 24 h later. TM administration led to increased triglyceride (TG) and cholesterol accumulation in the liver, while significantly lowering TG, cholesterol, and ApoB levels in the plasma. Although liver TG levels were higher in the CT group compared to the FT group, large lipid droplets were present in all individuals only in the FT group. Classic non-alcoholic steatohepatitis markers, such as neutrophil infiltration and hepatocyte ballooning, were not observed. Additionally, plasma alanine aminotransferase activity and expression levels of ER stress-related proteins were significantly higher in the FT group than in the CT or F groups. These findings indicate that combining a high-fat diet rich in SFAs with TM exacerbates ER stress-induced fatty liver disease. This model may be a valuable tool for preclinical trials aimed at addressing ER stress in early-stage NAFLD. Show less

The Helix Research Network program is a large population genomics initiative that screens an all-comers population of patients for Centers for Disease Control and Prevention Tier 1 genetic conditions, including familial hypercholesterolemia (FH). We evaluated changes in clinical management and low-density lipoprotein cholesterol (LDL-C) levels among patients we identified to have FH. Participants across 9 US health systems provided samples that underwent clinical-grade exome sequencing. Individuals with a positive screening result for a Tier 1 condition were offered no-cost genetic counseling through their health system. Using medication and laboratory testing records, we evaluated changes in patients' lipid-lowering therapies and LDL-C levels. Among 228 602 adults enrolled between 2017 to 2025, 1155 (≈1/198) had a pathogenic FH variant in Following genetic screening, many patients with a pathogenic FH variant experienced improvements in clinical management and LDL-C levels. Electronic health record documentation of the diagnosis code was associated with a greater likelihood of therapeutic modifications, which, in turn, were associated with larger LDL-C reductions. Findings underscore the powerful potential of population genomic screening for supporting optimal lipid management in individuals with FH. Show less

The causal role of LDL in atherosclerotic cardiovascular disease (ASCVD) is well established, but the contribution of HDL has proven more complex. CETP inhibitors were originally developed to increase HDL-cholesterol (HDL-C), but the failure of clinical trials and genetic evidence have changed our understanding of CETP biology. With the development of obicetrapib, a next-generation CETP inhibitor, there has been renewed interest in its therapeutic potential. This review summarizes the latest findings on CETP inhibition and highlights the evolving perspectives from lipid modulation to broader clinical applications. Clinical trials and Mendelian randomisation consistently show that increasing HDL-C alone does not reduce cardiovascular risk, while lowering apoB-containing lipoproteins is associated with benefit. Off-target effects, modest efficacy or insufficient follow-up limited previous CETP inhibitors. Obicetrapib, in contrast, achieves a significant LDL-C and apoB reduction, a marked HDL-C increase and favourable safety. Beyond ASCVD, CETP inhibition may also have an impact on diabetes risk, cognitive function and possibly other conditions, although data are still preliminary. The therapeutic focus has shifted from HDL-C elevation to apoB lowering as the determinant of cardiovascular benefit. Obicetrapib shows promise, with ongoing trials designed to define its role in ASCVD management. Show less

The APOE p.(Leu167del) variant has been identified as a rare cause of autosomal dominant hypercholesterolemia. A comprehensive phenotypic profile of carriers remains undefined, and its frequency has not been systematically studied. To characterize the phenotypic differences between p.(Leu167del) carriers among individuals with primary hypercholesterolemia and those with familial hypercholesterolemia (FH), and to estimate the variant's frequency in different populations. Phenotypic differences were assessed from the Lipid Unit cohort of the Hospital Universitario Miguel Servet (HUMS, n = 6489). The allele frequency of the p.(Leu167del) variant was estimated using data from the HUMS and Aragon Workers Health Study (AWHS, n = 5678), a cohort of working adults, and international cohorts: GnomAD (n ≈ 807,162), TOPMed (n ≈ 180,000), 100 K Genomes Project (n ≈ 85,000). To characterize the profile of carriers, data from the HUMS cohort and a systematic review of the published literature were also used. Carriers showed significantly higher high-density lipoprotein (HDL) cholesterol, low-density lipoprotein (LDL) cholesterol, and non-HDL cholesterol and lower lipoprotein(a) [Lp(a)] concentrations compared to noncarriers with primary hypercholesterolemia. In comparison with FH patients carrying LDL receptor (LDLR), apolipoprotein B (APOB), or proprotein convertase subtilisin/kexin type 9 (PCSK9) variants, carriers displayed higher triglycerides and HDL cholesterol but lower LDL cholesterol and Lp(a). The APOE p.(Leu167del) frequency is approximately 1 in 12,000 individuals in the general population and about 2.5% of FH. The study confirmed the association of APOE p.(Leu167del) with hypercholesterolemia but with lower LDL cholesterol than subjects with FH. These findings support p.(Leu167del) as a cause of FH and its inclusion in the genetic screening for FH, particularly in Caucasian populations. Show less

Apolipoprotein B-containing triglyceride-rich lipoproteins (TRLs) -chylomicrons, very low-density lipoproteins (VLDL), their remnants, and intermediate-density lipoproteins (IDL) - are recognised as key contributors to atherosclerotic cardiovascular disease (ASCVD). On a per particle basis, genetic and clinical evidence indicates that TRL/remnants exhibit a greater atherogenic potential than LDL and evidence points to this being mediated by enhanced arterial wall retention of TRLs, the pro-inflammatory actions of their constituent apolipoproteins and cargo of cholesterol and bioactive lipids, and their capacity to induce endothelial dysfunction. Despite the strong association between plasma triglyceride levels and ASCVD, TRL-lowering trials have produced inconsistent, often negative results. The answer to this conundrum, as explored here, likely lies in the complexity of TRL structure, composition and metabolism, and in the dynamic influence that TRLs have on the properties of LDL, the most abundant atherogenic lipoprotein. The substantial heterogeneity in the TRL/remnant/IDL spectrum means that these particles present a wide range of potentially pathogenic factors to the artery wall in the form of major and minor lipids and a variety of surface apolipoproteins. Significant gaps exist in our knowledge: how are TRL remodelled during their lifetime in the bloodstream to become cholesterol-enriched lipoproteins; which are the most relevant TRL subspecies or TRL constituents, that initiate and progress the formation of atherosclerotic lesions; and what are the prime targets for effective intervention. Critical to the design of future triglyceride-lowering prevention trials will be the development of superior biomarkers of TRL/remnant atherogenicity and the development of a precision medicine approach to ASCVD prevention. Show less

Residual cardiovascular risk remains substantial despite widespread adoption of intensive lipid-lowering strategies-statins, PCSK9 inhibitors, and RNA-based agents-that achieve very low LDL-C and apoB levels. Over the past three years, converging epidemiologic and mechanistic evidence has highlighted emotional stress-including anger, grief, anxiety, and chronic psychosocial strain-as a biologically active determinant of atherosclerotic disease and a frequent trigger of acute events. We propose the Emotion-Lipid Synergy Model, in which lipid burden establishes the atherothrombotic substrate while emotion-driven autonomic and vascular perturbations amplify endothelial dysfunction, microvascular constriction, inflammation, and thrombogenicity-thereby widening the residual-risk gap even when lipid targets are met. From this perspective, prevention should evolve toward precision psychocardiology: systematically screening for distress and stress reactivity; leveraging wearables to detect high-risk emotional states; and delivering timely, scalable, just-in-time behavioral interventions alongside guideline-directed lipid management. Particular attention is warranted for women and patients with angina and no obstructive coronary disease, who appear disproportionately susceptible to mental-stress ischemia. We outline a research agenda-flagship outcomes trials, mechanistic studies, and multimodal phenotyping-and discuss implementation pathways that integrate emotion metrics into cardiac rehabilitation and routine care. Integrating emotion assessment and modulation with lipid control offers a pragmatic route to reduce residual risk and advance equitable, personalized cardiovascular prevention. Show less

Lipoproteins are essential for lipid transport in all bilaterians. A single Apolipoprotein B (ApoB) molecule is the inseparable structural scaffold of each ApoB-containing lipoprotein (B-lps), which are responsible for transporting lipids to peripheral tissues. The cellular mechanisms that regulate ApoB and B-lp production, secretion, transport, and degradation remain to be fully defined. In humans, elevated levels of vascular B-lps play a causative role in cardiovascular disease. Previously, we have detailed that human B-lp biology is remarkably conserved in the zebrafish using an Show less

Primary hypobetalipoproteinemia (HBL) is mostly due to a polygenic origin or to monogenic disorders including loss of function (LOF) variants in APOB, much less frequently Angiopoietin-like 3 gene (ANGPTL3). A new heterozygous variant of uncertain significance (VUS), p.H343R missense variant in ANGPTL3 cosegregated with HBL in a family. The aim of the present study was to assess in vitro the functionality of this variant and to establish its causality in this family. Targeted next-generation sequencing was performed in the proband to assess monogenic and polygenic origins using an LDL-C-dedicated polygenic risk score (PRS All 8 HBL subjects had PRS This study shows that the novel ANGPTL3-p.H343R variant decreases ANGPTL3 secretion in vitro and can now be considered as a LOF variant. The lipid phenotype in this family results from a synergistic combination of the p.H343R ANGPTL3 variant and a polygenic HBL predisposition. Show less

Lipoprotein(a) [Lp(a)] is an LDL-like particle, which is synthesized and assembled in the liver, and whose plasma levels are strongly associated with, and considered to be causative of, atherosclerotic cardiovascular disease (ASCVD). Several promising pharmacological therapies that directly target Lp(a) are under development. We discuss the role of Lp(a) in ASCVD, describe the pharmacodynamics, pharmacokinetics, and metabolism of muvalaplin, an oral Lp(a) inhibitor, as well as reporting on the findings of the phase II KRAKEN trial in adults at high cardiovascular risk with elevated Lp(a). Muvalaplin is the first oral small molecule inhibitor of Lp(a) formation for the treatment of elevated Lp(a). In KRAKEN, muvalaplin significantly reduced Lp(a) levels in high-risk patients by up to 70% and 85.5% by traditional and novel isoform-insensitive intact assays, respectively. Safety and tolerability studies reported to date are promising, with minimal effect on plasminogen activity that was independent of dose. In terms of patient convenience and adherence, the oral dosing of muvalaplin may confer practical advantages over injectable Lp(a)-lowering therapies. The results of the MOVE-Lp(a) phase III trial, which is evaluating the effect of muvalaplin on cardiovascular outcomes in high-risk patients with elevated Lp(a), are eagerly awaited. Show less

End-stage renal disease (ESRD) is associated with high morbidity and mortality. Identifying patients with stage 4 chronic kidney disease (CKD) at risk of short-term progression to ESRD remains challenging. Accurate prediction can improve advanced care planning and patient outcomes. This study aimed to develop and validate a machine learning (ML) model for predicting progression within 25 weeks (approximately six months) of ESRD in patients with stage 4 CKD. Electronic health records (EHRs) of patients with stage 4 CKD were analyzed. Nine ML models including Ridge regression (Ridge), random forest (RF), and eXtreme Gradient Boosting (XGBoost) were used to predict short-term progression to ESRD within 25 weeks. The models were trained and externally validated using the data of 346 and 105 patients. Of the 451 patients with stage 4 CKD, 219 developed ESRD. Among the evaluated models, XGBoost demonstrated the best overall performance. In the internal validation, it achieved an area under the curve (AUC) of 0.93, an accuracy of 0.90, and an F1 score of 0.89. In the external validation, XGBoost maintained the highest AUC (0.85), accuracy (0.79), and F1 score (0.79), along with the highest average precision (0.89) and a low log-loss (0.48), indicating strong discriminative ability and good generalizability. The top predictive features included high-density lipoprotein cholesterol, Alb, Cys C, ApoB, FGB, Bun, Neutrophil, and Total cholesterol. This study demonstrated the feasibility of ML for assessing ESRD prognosis based on easily accessible clinical features. XGBoost demonstrated superior performance in both internal and external validation, suggesting its potential for future patient screening. Show less

To establish a short-term high-fat/high-cholesterol (HFHC) diet-induced Metabolic dysfunction-associated steatotic liver disease (MASLD) mouse model, and evaluate the effects of rapamycin (RaPa) and chloroquine (CQ) on this model to explore their therapeutic potential and side effects. An early MASLD mouse model was constructed via short-term HFHC diet feeding. Model mice were intraperitoneally injected with RaPa or CQ. Drug effects were analyzed on body weight, liver weight, lipid metabolism-related genes (APOB, FASN, PLIN2), inflammatory factors (IL-6, IL-10), and fibrosis markers (LOX, Col-1α-1, CCL2, TGFβ1, PDGFRβ, α-SMA) at mRNA and protein levels. RaPa ameliorated body weight and liver weight in early MASLD mice, downregulated FASN and PLIN2 expression, upregulated IL-10 mRNA levels, and alleviated hepatic steatosis, but induced metabolic disorders such as Insulin resistance and hyperlipidemia. In contrast, CQ promoted FASN and PLIN2 expression, exacerbated hepatic steatosis, reduced IL-10 mRNA levels, and upregulated fibrosis-related markers (LOX, TGFβ1, PDGFRβ, α-SMA) at both mRNA and protein levels, thereby driving MASLD progression to liver fibrosis. Notably, CQ improved metabolic abnormalities in model mice, including obesity, hyperlipidemia, and Insulin resistance. RaPa and CQ exhibit dual effects on early MASLD: RaPa alleviates hepatic steatosis but exacerbates metabolic disorders, whereas CQ improves metabolic abnormalities but accelerates liver fibrosis. This paradox highlights the need to balance metabolic regulation and liver injury prevention in MASLD treatment, providing critical experimental insights for targeted drug development. Show less

Atherosclerosis is a chronic inflammatory condition that remains a major global cause of cardiovascular morbidity and death. Circular RNAs (circRNAs), emerging as key regulators of biological processes, have been linked to atherosclerosis because of their functions in inflammation, lipid metabolism, and plaque stability. This review explores the biogenesis and cellular functions of circRNAs, highlighting specific circRNAs, such as circANRIL, circHIPK, and circRSF1, which influence atherosclerosis progressions and development. CRISPR-Cas technology, specifically Cas9 and Cas13, has transformed the way atherosclerosis is studied and potentially treated. Targeting PCSK9, LDLR, and APOB to modify lipid metabolism, including lowering LDL cholesterol and repairing mutations in familial hypercholesterolemia, has been made possible using CRISPR-Cas9 in atherosclerosis models. In parallel, CRISPR-Cas13 offers a novel approach for RNA-level intervention by selectively editing circRNAs, providing a dynamic approach to regulate atherosclerosis-related pathways. In order to convert these findings into therapeutic treatments, future research should focus on elucidating the mechanics of circRNA, which in turn determines CRISPR-Cas13, and designing specific delivery systems. This review paper demonstrates the revolutionary promise of circRNA research and CRISPR innovation in the treatment of atherosclerosis and underscores the need for extensive preclinical validation to bridge the gap towards clinical use. Show less

Mania, a core feature of bipolar disorder, is characterized by impulsivity, hyperactivity, and mood disturbances. Impulsivity has been linked to lipid metabolism, particularly cholesterol and apolipoproteins. This study investigates the relationship between lipid profile, apolipoprotein A1 (ApoA1) and apolipoprotein B (ApoB), and impulsivity in first-episode mania patients. A case-control study was conducted at Sriram Chandra Bhanja (SCB) Medical College, Cuttack, involving 60 patients with first-episode mania and 60 age-matched healthy controls. Lipid parameters, including total cholesterol (TC), triglycerides (TG), high-density lipoprotein (HDL), low-density lipoprotein (LDL), very-low-density lipoprotein (VLDL), ApoA1, and ApoB, were measured. Impulsivity was assessed using the Barratt Impulsiveness Scale (BIS-11). Independent samples t-tests and Pearson's correlation were used for statistical analysis. Mania patients had significantly lower TC (156.58 ± 14.00 mg/dL vs. 175.93 ± 23.59 mg/dL, p < 0.001), LDL (75.00 ± 9.24 mg/dL vs. 83.58 ± 16.86 mg/dL, p = 0.001), and TG (74.03 ± 11.94 mg/dL vs. 96.43 ± 29.48 mg/dL, p < 0.001) compared to controls. ApoB levels were higher in mania patients (795.95 ± 725.44 mg/dL vs. 549.53 ± 796.67 mg/dL, p = 0.079), though not statistically significant. BIS-11 scores negatively correlated with cholesterol levels, particularly TC and LDL, suggesting an association between hypercholesterolemia and increased impulsivity. Lower cholesterol levels, particularly LDL, are significantly associated with impulsivity in first-episode mania patients. These findings highlight the potential role of lipid metabolism in psychiatric disorders and suggest lipid monitoring in high-risk individuals. Show less

Familial hypercholesterolemia (FH) is an autosomal dominant genetic disorder that increases risk for premature coronary artery disease and has accessible and effective interventions. The Dutch lipid clinic network is currently the most used diagnostic criterion; however, genetic sequencing provides a definitive diagnosis of FH. The goals of this study were to determine whether germline genetic screening using exome sequencing could be used to efficiently identify individuals who were genotype positive for FH. Participants were recruited from 3 geographically and racially diverse sites in the United States (Rochester, MN; Phoenix, AZ; and Jacksonville, FL). Participants underwent Exome+ sequencing (dba Helix, San Mateo, CA) and return of results for specific genetic findings in At the time of the study, 84 413 participants were enrolled in the Tapestry study. Annotation and interpretation of all variants in genes for FH resulted in the identification of 419 likely pathogenic and pathogenic variants (prevalence, 0.50%), which included 116 Our results emphasize the need for wider utilization of germline genetic sequencing for enhanced screening and detection of individuals who have familial hypercholesterolemia. URL: https://www.clinicaltrials.gov; Unique identifier: NCT05212428. Show less

Apolipoprotein B48 (ApoB48) may be an indicator of residual cardiovascular risk beyond conventional lipid measures. However, its performance for detecting coronary artery disease (CAD), alone and in combination with the ankle-brachial index (ABI), remains to be investigated. This cross-sectional study (358 patients; 299 and 59 with and without CAD, respectively) assessed the value of ApoB48 (cutoff: ≥4.5 μg/mL) and ABI (cutoff: <0.9) in detecting CAD. Subgroup analyses were performed for patients with diabetes mellitus, hypertension, dyslipidemia, and low levels of low-density lipoprotein-cholesterol (LDL-C) (<100 mg/dL). Baseline characteristics, including lipid profiles and biomarker levels, were compared between patients with and without CAD. Patients with CAD exhibited significantly higher ApoB48 levels compared to those without (5.1 ± 3.2 vs. 4.0 ± 2.2 μg/mL, respectively, p = 0.001); there were no significant differences in ABI values. The sensitivity and specificity of ABI alone for CAD were 16.7% and 81.4%, respectively, while those for ApoB48 alone were 48.2% and 61.0%, respectively. Combining both markers improved sensitivity to 55.5%, though specificity declined to 47.5%. Subgroup analyses revealed that ApoB48 maintained superior sensitivity across groups with diabetes, hypertension, dyslipidemia, and low levels of LDL-C. Lipid parameters (LDL-C, non-high density lipoprotein-cholesterol, and triglycerides) showed minimal discriminatory power between patients with and without CAD. ApoB48 demonstrates superior sensitivity for CAD detection compared to ABI, particularly in high-risk patients. While combining ApoB48 and ABI enhances sensitivity, it compromises specificity, suggesting the need for balanced diagnostic strategies. ApoB48 may be a valuable marker of residual cardiovascular risk, particularly in patients with well-controlled LDL-C or comorbid metabolic conditions. Show less