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1.
Lipids Health Dis ; 23(1): 250, 2024 Aug 17.
Artículo en Inglés | MEDLINE | ID: mdl-39154177

RESUMEN

INTRODUCTION: Hypercholesterolemia is associated with increased inflammation and impaired serotonin neurotransmission, potentially contributing to depressive symptoms. However, the role of statins, particularly pitavastatin, in modulating serotonin transporter (SERT) function within this context remains underexplored. This study aimed to investigate whether pitavastatin counteracts the neurobiological effects of hypercholesterolemia. METHODS: Low-density lipoprotein receptor knockout (LDLR-/-) mice on a C57BL/6 background were assigned to three groups: a control group fed a standard chow diet, a group fed a high-fat diet (HFD), and a third group fed a high-fat diet supplemented with pitavastatin (HFD + Pita). We evaluated the effects of HFD with or without pitavastatin on lipid profiles, inflammatory markers, and SERT availability using small-animal positron emission tomography (PET) scans with the radioligand 4-[18F]-ADAM over a 20-week period. RESULTS: Pitavastatin treatment in HFD-fed mice significantly reduced both total cholesterol and LDL cholesterol levels in HFD-fed mice compared to those on HFD alone. Elevated inflammatory markers such as IL-1α, MCP-1/CCL2, and TNF-α in HFD mice were notably decreased in the HFD + Pita group. PET scans showed reduced SERT availability in the brains of HFD mice; however, pitavastatin improved this in brain regions associated with mood regulation, suggesting enhanced serotonin neurotransmission. Additionally, the sucrose preference test showed a trend towards increased preference in the HFD + Pita group compared to the HFD group, indicating a potential reduction in depressive-like behavior. CONCLUSION: Our findings demonstrate that pitavastatin not only lowers cholesterol and reduces inflammation but also enhances SERT availability, suggesting a potential role in alleviating depressive symptoms associated with hypercholesterolemia. These results highlight the multifaceted benefits of pitavastatin, extending beyond its lipid-lowering effects to potentially improving mood regulation and neurotransmitter function.


Asunto(s)
Dieta Alta en Grasa , Hipercolesterolemia , Ratones Endogámicos C57BL , Quinolinas , Proteínas de Transporte de Serotonina en la Membrana Plasmática , Animales , Quinolinas/farmacología , Quinolinas/uso terapéutico , Hipercolesterolemia/tratamiento farmacológico , Hipercolesterolemia/metabolismo , Proteínas de Transporte de Serotonina en la Membrana Plasmática/metabolismo , Proteínas de Transporte de Serotonina en la Membrana Plasmática/genética , Ratones , Dieta Alta en Grasa/efectos adversos , Masculino , Ratones Noqueados , Receptores de LDL/metabolismo , Receptores de LDL/genética , Tomografía de Emisión de Positrones , LDL-Colesterol/sangre , Encéfalo/metabolismo , Encéfalo/efectos de los fármacos , Encéfalo/diagnóstico por imagen , Inhibidores de Hidroximetilglutaril-CoA Reductasas/farmacología , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico
2.
Cardiovasc Diabetol ; 23(1): 298, 2024 Aug 14.
Artículo en Inglés | MEDLINE | ID: mdl-39143620

RESUMEN

BACKGROUND: Activation of brown adipose tissue (BAT) has gained attention due to its ability to dissipate energy and counteract cardiometabolic diseases (CMDs). METHODS: This study investigated the consequences of cold exposure on the BAT and liver proteomes of an established CMD mouse model based on LDL receptor-deficient (LdlrKO) mice fed a high-fat, high-sucrose, high-cholesterol diet for 16 weeks. We analyzed energy metabolism in vivo and performed untargeted proteomics on BAT and liver of LdlrKO mice maintained at 22 °C or 5 °C for 7 days. RESULTS: We identified several dysregulated pathways, miRNAs, and transcription factors in BAT and liver of cold-exposed Ldlrko mice that have not been previously described in this context. Networks of regulatory interactions based on shared downstream targets and analysis of ligand-receptor pairs identified fibrinogen alpha chain (FGA) and fibronectin 1 (FN1) as potential crosstalk factors between BAT and liver in response to cold exposure. Importantly, genetic variations in the genes encoding FGA and FN1 have been associated with cardiometabolic-related phenotypes and traits in humans. DISCUSSION: This study describes the key factors, pathways, and regulatory networks involved in the crosstalk between BAT and the liver in a cold-exposed CMD mouse model. These findings may provide a basis for future studies aimed at testing whether molecular mediators, as well as regulatory and signaling mechanisms involved in tissue adaption upon cold exposure, could represent a target in cardiometabolic disorders.


Asunto(s)
Tejido Adiposo Pardo , Frío , Modelos Animales de Enfermedad , Metabolismo Energético , Redes Reguladoras de Genes , Hígado , Ratones Noqueados , Proteómica , Receptores de LDL , Transducción de Señal , Animales , Tejido Adiposo Pardo/metabolismo , Hígado/metabolismo , Metabolismo Energético/genética , Receptores de LDL/genética , Receptores de LDL/metabolismo , Receptores de LDL/deficiencia , Masculino , Fibrinógeno/metabolismo , Fibrinógeno/genética , Ratones Endogámicos C57BL , MicroARNs/metabolismo , MicroARNs/genética , Fibronectinas/metabolismo , Fibronectinas/genética , Factores de Transcripción/genética , Factores de Transcripción/metabolismo , Ratones , Regulación de la Expresión Génica , Mapas de Interacción de Proteínas
3.
Front Endocrinol (Lausanne) ; 15: 1392533, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39114294

RESUMEN

Background: Previous observational studies have reported a possible association between circulating lipids and lipid-lowering drugs and male infertility (MIF), as well as the mediating role of circulating vitamin D. Then, due to issues such as bias, reverse causality, and residual confounding, inferring causal relationships from these studies may be challenging. Therefore, this study aims to explore the effects of circulating lipids and lipid-lowering drugs on MIF through Mendelian randomization (MR) analysis and evaluate the mediating role of vitamin D. Method: Genetic variations related to lipid traits and the lipid-lowering effect of lipid modification targets are extracted from the Global Alliance for Lipid Genetics Genome-Wide Association Study. The summary statistics for MIF are from the FinnGen 9th edition. Using quantitative expression feature loci data from relevant organizations to obtain genetic variations related to gene expression level, further to explore the relationship between these target gene expression levels and MIF risk. Two-step MR analysis is used to explore the mediating role of vitamin D. Multiple sensitivity analysis methods (co-localization analysis, Egger intercept test, Cochrane's Q test, pleiotropy residuals and outliers (MR-PRESSO), and the leave-one-out method) are used to demonstrate the reliability of our results. Result: In our study, we observed that lipid modification of four lipid-lowering drug targets was associated with MIF risk, the LDLR activator (equivalent to a 1-SD decrease in LDL-C) (OR=1.94, 95% CI 1.14-3.28, FDR=0.040), LPL activator (equivalent to a 1-SD decrease in TG) (OR=1.86, 95% CI 1.25-2.76, FDR=0.022), and CETP inhibitor (equivalent to a 1-SD increase in HDL-C) (OR=1.28, 95% CI 1.07-1.53, FDR=0.035) were associated with a higher risk of MIF. The HMGCR inhibitor (equivalent to a 1-SD decrease in LDL-C) was associated with a lower risk of MIF (OR=0.38, 95% CI 0.17-0.83, FDR=0.39). Lipid-modifying effects of three targets were partially mediated by serum vitamin D levels. Mediation was 0.035 (LDLR activator), 0.012 (LPL activator), and 0.030 (CETP inhibitor), with mediation ratios of 5.34% (LDLR activator), 1.94% (LPL activator), and 12.2% (CETP inhibitor), respectively. In addition, there was no evidence that lipid properties and lipid modification effects of six other lipid-lowering drug targets were associated with MIF risk. Multiple sensitivity analysis methods revealed insignificant evidence of bias arising from pleiotropy or genetic confounding. Conclusion: This study did not support lipid traits (LDL-C, HDL-C, TG, Apo-A1, and Apo-B) as pathogenic risk factors for MIF. It emphasized that LPL, LDLR, CETP, and HMGCR were promising drug targets for improving male fertility.


Asunto(s)
Estudio de Asociación del Genoma Completo , Infertilidad Masculina , Análisis de la Aleatorización Mendeliana , Humanos , Masculino , Infertilidad Masculina/genética , Lípidos/sangre , Vitamina D/sangre , Polimorfismo de Nucleótido Simple , Proteínas de Transferencia de Ésteres de Colesterol/genética , Hipolipemiantes/uso terapéutico , Receptores de LDL/genética , Hidroximetilglutaril-CoA Reductasas/genética
4.
Environ Health Perspect ; 132(8): 87007, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39177951

RESUMEN

BACKGROUND: Previous epidemiological studies have repeatedly found per- and polyfluoroalkyl substances (PFAS) exposure associated with higher circulating cholesterol, one of the greatest risk factors for development of coronary artery disease. The main route of cholesterol catabolism is through its conversion to bile acids, which circulate between the liver and ileum via enterohepatic circulation. Patients with coronary artery disease have decreased bile acid excretion, indicating that PFAS-induced impacts on enterohepatic circulation may play a critical role in cardiovascular risk. OBJECTIVES: Using a mouse model with high levels of low-density and very low-density lipoprotein (LDL and VLDL, respectively) cholesterol and aortic lesion development similar to humans, the present study investigated mechanisms linking exposure to a PFAS mixture with increased cholesterol. METHODS: Male and female Ldlr-/- mice were fed an atherogenic diet (Clinton/Cybulsky low fat, 0.15% cholesterol) and exposed to a mixture of 5 PFAS representing legacy, replacement, and emerging subtypes (i.e., PFOA, PFOS, PFHxS, PFNA, GenX), each at a concentration of 2mg/L, for 7 wk. Blood was collected longitudinally for cholesterol measurements, and mass spectrometry was used to measure circulating and fecal bile acids. Transcriptomic analysis of ileal samples was performed via RNA sequencing. RESULTS: After 7 wk of PFAS exposure, average circulating PFAS levels were measured at 21.6, 20.1, 31.2, 23.5, and 1.5µg/mL in PFAS-exposed females and 12.9, 9.7, 23, 14.3, and 1.7µg/mL in PFAS-exposed males for PFOA, PFOS, PFHxS, PFNA, and GenX, respectively. Total circulating cholesterol levels were higher in PFAS-exposed mice after 7 wk (352mg/dL vs. 415mg/dL in female mice and 392mg/dL vs. 488mg/dL in male mice exposed to vehicle or PFAS, respectively). Total circulating bile acid levels were higher in PFAS-exposed mice (2,978 pg/µL vs. 8,496 pg/µL in female mice and 1,960 pg/µL vs. 4,452 pg/µL in male mice exposed to vehicle or PFAS, respectively). In addition, total fecal bile acid levels were lower in PFAS-exposed mice (1,797 ng/mg vs. 682 ng/mg in females and 1,622 ng/mg vs. 670 ng/mg in males exposed to vehicle or PFAS, respectively). In the ileum, expression levels of the apical sodium-dependent bile acid transporter (ASBT) were higher in PFAS-exposed mice. DISCUSSION: Mice exposed to a PFAS mixture displayed higher circulating cholesterol and bile acids perhaps due to impacts on enterohepatic circulation. This study implicates PFAS-mediated effects at the site of the ileum as a possible critical mediator of increased cardiovascular risk following PFAS exposure. https://doi.org/10.1289/EHP14339.


Asunto(s)
Ácidos y Sales Biliares , Fluorocarburos , Animales , Ácidos y Sales Biliares/metabolismo , Ratones , Fluorocarburos/toxicidad , Masculino , Femenino , Receptores de LDL/genética , Receptores de LDL/metabolismo , Contaminantes Ambientales/toxicidad , Lípidos/sangre , Colesterol/sangre , Colesterol/metabolismo , Ácidos Alcanesulfónicos/toxicidad
5.
PLoS Biol ; 22(8): e3002739, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39137238

RESUMEN

Pancreatic ductal adenocarcinoma (PDAC) poses a significant threat due to its tendency to evade early detection, frequent metastasis, and the subsequent challenges in devising effective treatments. Processes that govern epithelial-mesenchymal transition (EMT) in PDAC hold promise for advancing novel therapeutic strategies. SAMD1 (SAM domain-containing protein 1) is a CpG island-binding protein that plays a pivotal role in the repression of its target genes. Here, we revealed that SAMD1 acts as a repressor of genes associated with EMT. Upon deletion of SAMD1 in PDAC cells, we observed significantly increased migration rates. SAMD1 exerts its effects by binding to specific genomic targets, including CDH2, encoding N-cadherin, which emerged as a driver of enhanced migration upon SAMD1 knockout. Furthermore, we discovered the FBXO11-containing E3 ubiquitin ligase complex as an interactor and negative regulator of SAMD1, which inhibits SAMD1 chromatin-binding genome-wide. High FBXO11 expression in PDAC is associated with poor prognosis and increased expression of EMT-related genes, underlining an antagonistic relationship between SAMD1 and FBXO11. In summary, our findings provide insights into the regulation of EMT-related genes in PDAC, shedding light on the intricate role of SAMD1 and its interplay with FBXO11 in this cancer type.


Asunto(s)
Carcinoma Ductal Pancreático , Transición Epitelial-Mesenquimal , Proteínas F-Box , Regulación Neoplásica de la Expresión Génica , Neoplasias Pancreáticas , Receptores de LDL , Animales , Humanos , Cadherinas/metabolismo , Cadherinas/genética , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/metabolismo , Carcinoma Ductal Pancreático/patología , Línea Celular Tumoral , Movimiento Celular/genética , Transición Epitelial-Mesenquimal/genética , Proteínas F-Box/metabolismo , Proteínas F-Box/genética , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Péptidos y Proteínas de Señalización Intracelular/genética , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/metabolismo , Neoplasias Pancreáticas/patología , Pronóstico , Receptores de LDL/genética , Receptores de LDL/metabolismo
6.
Nat Commun ; 15(1): 6866, 2024 Aug 10.
Artículo en Inglés | MEDLINE | ID: mdl-39127734

RESUMEN

Eastern Equine Encephalitis virus (EEEV) is an alphavirus that can cause severe diseases in infected humans. The very low-density lipoprotein receptor (VLDLR) was recently identified as a receptor of EEEV. Herein, we performed cryo-electron microscopy structural and biochemistry studies on the specific interactions between EEEV and VLDLR. Our results show that VLDLR binds EEEV at three different sites A, B and C through its membrane-distal LDLR class A (LA) repeats. Site A is located in the cleft in between the E1-E2 heterodimers. Site B is located near the connecting ß ribbon of E2 and is in proximity to site A, while site C is on the domain B of E2. The binding of VLDLR LAs to EEEV is in complex modes, including the LA1-2 and LA3-5 mediated two major modes. Disruption of the LA1-2 mediated binding significantly affect the cell attachment of EEEV. However, the mutation W132G of VLDLR impairs the binding of LA3, drives the switch of the binding modes, and significantly enhances the attachment of EEEV to the cell. The W132G variant of VLDLR could be identified in human genome and SNP sequences, implying that people with similar mutations in VLDLR may be highly susceptible to EEEV infection.


Asunto(s)
Virus de la Encefalitis Equina del Este , Unión Proteica , Receptores de LDL , Humanos , Sitios de Unión , Microscopía por Crioelectrón , Virus de la Encefalitis Equina del Este/genética , Virus de la Encefalitis Equina del Este/metabolismo , Células HEK293 , Modelos Moleculares , Mutación , Receptores de LDL/metabolismo , Receptores de LDL/genética , Receptores Virales/metabolismo , Acoplamiento Viral
7.
Arterioscler Thromb Vasc Biol ; 44(9): 2069-2087, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39087348

RESUMEN

BACKGROUND: Dyslipidemia increases cardiovascular disease risk, the leading cause of death worldwide. Under time-restricted feeding (TRF), wherein food intake is restricted to a consistent window of <12 hours, weight gain, glucose intolerance, inflammation, dyslipidemia, and hypercholesterolemia are all reduced in mice fed an obesogenic diet. LDLR (low-density lipoprotein receptor) mutations are a major cause of familial hypercholesterolemia and early-onset cardiovascular disease. METHODS: We subjected benchmark preclinical models, mice lacking LDLR-knockout or ApoE knockout to ad libitum feeding of an isocaloric atherogenic diet either ad libitum or 9 hours TRF for up to 13 weeks and assessed disease development, mechanism, and global changes in hepatic gene expression and plasma lipids. In a regression model, a subset of LDLR-knockout mice were ad libitum fed and then subject to TRF. RESULTS: TRF could significantly attenuate weight gain, hypercholesterolemia, and atherosclerosis in mice lacking the LDLR-knockout mice under experimental conditions of both prevention and regression. In LDLR-knockout mice, increased hepatic expression of genes mediating ß-oxidation during fasting is associated with reduced VLDL (very-low-density lipoprotein) secretion and lipid accumulation. Additionally, increased sterol catabolism coupled with fecal loss of cholesterol and bile acids contributes to the atheroprotective effect of TRF. Finally, TRF alone or combined with a cholesterol-free diet can reduce atherosclerosis in LDLR-knockout mice. However, mice lacking ApoE, which is an important protein for hepatic lipoprotein reuptake do not respond to TRF. CONCLUSIONS: In a preclinical animal model, TRF is effective in both the prevention and regression of atherosclerosis in LDLR knockout mice. The results suggest TRF alone or in combination with a low-cholesterol diet can be a lifestyle intervention for reducing cardiovascular disease risk in humans.


Asunto(s)
Aterosclerosis , Modelos Animales de Enfermedad , Hígado , Ratones Noqueados para ApoE , Receptores de LDL , Animales , Receptores de LDL/genética , Receptores de LDL/deficiencia , Aterosclerosis/prevención & control , Aterosclerosis/genética , Aterosclerosis/metabolismo , Aterosclerosis/etiología , Hígado/metabolismo , Masculino , Ratones Endogámicos C57BL , Factores de Tiempo , Ayuno/sangre , Ratones , Hipercolesterolemia/genética , Hipercolesterolemia/metabolismo , Hipercolesterolemia/complicaciones , Dieta Aterogénica , Aumento de Peso , Ratones Noqueados , Enfermedades de la Aorta/prevención & control , Enfermedades de la Aorta/genética , Enfermedades de la Aorta/patología , Enfermedades de la Aorta/metabolismo , Lípidos/sangre , Apolipoproteínas E
8.
Invest Ophthalmol Vis Sci ; 65(10): 5, 2024 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-39093298

RESUMEN

Purpose: Retinal neovascularization is a significant feature of advanced age-related macular degeneration (AMD) and a major cause of blindness in patients with AMD. However, the underlying mechanism of this pathological neovascularization remains unknown. Iron metabolism has been implicated in various biological processes. This study was conducted to investigate the effects of iron metabolism on retinal neovascularization in neovascular AMD (nAMD). Methods: C57BL/6J and very low-density lipoprotein receptor (VLDLR) knockout (Vldlr-/-) mice, a murine model of nAMD, were used in this study. Bulk-RNA sequencing was used to identify differentially expressed genes. Western blot analysis was performed to test the expression of proteins. Iron chelator deferiprone (DFP) was administrated to the mice by oral gavage. Fundus fluorescein angiography was used to evaluate retinal vascular leakage. Immunofluorescence staining was used to detect macrophages and iron-related proteins. Results: RNA sequencing (RNA-seq) results showed altered transferrin expression in the retina and RPE of Vldlr-/- mice. Disrupted iron homeostasis was observed in the retina and RPE of Vldlr-/- mice. DFP mitigated iron overload and significantly reduced retinal neovascularization and vascular leakage. In addition, DFP suppressed the inflammation in Vldlr-/- retinas. The reduced signals of macrophages were observed at sites of neovascularization in the retina and RPE of Vldlr-/- mice after DFP treatment. Further, the IL-6/JAK2/STAT3 signaling pathway was activated in the retina and RPE of Vldlr-/- mice and reversed by DFP treatment. Conclusions: Disrupted iron metabolism may contribute to retinal neovascularization in nAMD. Restoring iron homeostasis by DFP could be a potential therapeutic approach for nAMD.


Asunto(s)
Deferiprona , Modelos Animales de Enfermedad , Homeostasis , Quelantes del Hierro , Hierro , Ratones Endogámicos C57BL , Ratones Noqueados , Neovascularización Retiniana , Animales , Deferiprona/farmacología , Deferiprona/uso terapéutico , Quelantes del Hierro/farmacología , Quelantes del Hierro/uso terapéutico , Ratones , Hierro/metabolismo , Neovascularización Retiniana/metabolismo , Neovascularización Retiniana/tratamiento farmacológico , Neovascularización Retiniana/etiología , Neovascularización Retiniana/patología , Angiografía con Fluoresceína , Receptores de LDL/genética , Receptores de LDL/metabolismo , Western Blotting , Epitelio Pigmentado de la Retina/metabolismo , Epitelio Pigmentado de la Retina/efectos de los fármacos , Epitelio Pigmentado de la Retina/patología , Degeneración Macular Húmeda/tratamiento farmacológico , Degeneración Macular Húmeda/metabolismo , Factor de Transcripción STAT3/metabolismo , Masculino
9.
Biochim Biophys Acta Mol Basis Dis ; 1870(7): 167436, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-39067537

RESUMEN

Dendritic cells (DCs) undergo glycolytic reprogramming, a metabolic conversion process essential for their activation. Vitamin D has been reported to affect the function of DCs, but studies in metabolic diseases are insufficient. This study investigates the effects of in vitro 1,25-dihydroxyvitamin D3 (1,25(OH)2D3) treatment on glycolytic reprogramming of bone marrow-derived dendritic cells (BMDCs) from control, obese, and atherosclerosis mice. Six-week-old male C57BL/6J mice were fed a control diet (CON) or a Western diet (WD), and B6.129S7-Ldlrtm1Her/J mice were fed a Western diet (LDLR-/-) for 16 weeks. BMDCs were cultured in a medium containing 1,25(OH)2D3 (10 nM) for 7 days and stimulated with lipopolysaccharide (LPS, 50 ng/mL) for 24 h. In mature BMDCs, 1,25(OH)2D3 treatment decreased basal and compensatory glycolytic proton efflux rates (glycoPER), the expression of surface markers related to immune function of DCs (MHC class II, CD80, and CD86), and IL-12p70 production. In addition, mTORC1 activation and nitric oxide (NO) production were suppressed by 1,25(OH)2D3 treatment in mature BMDCs. The effect of 1,25(OH)2D3 treatment on IL-12p70 production and mTORC1 activity in the LDLR-/- group was greater than in the CON group. These findings suggest that vitamin D can affect the metabolic environment of BMDCs by regulating glycolytic reprogramming as well as by inducing tolerogenic phenotypes of DCs.


Asunto(s)
Células Dendríticas , Glucólisis , Ratones Endogámicos C57BL , Ratones Noqueados , Receptores de LDL , Vitamina D , Animales , Células Dendríticas/metabolismo , Células Dendríticas/efectos de los fármacos , Glucólisis/efectos de los fármacos , Ratones , Masculino , Receptores de LDL/metabolismo , Receptores de LDL/genética , Vitamina D/farmacología , Células de la Médula Ósea/metabolismo , Células de la Médula Ósea/efectos de los fármacos , Células de la Médula Ósea/citología , Aterosclerosis/metabolismo , Aterosclerosis/tratamiento farmacológico , Aterosclerosis/patología , Células Cultivadas , Calcitriol/farmacología , Obesidad/metabolismo , Obesidad/tratamiento farmacológico , Obesidad/patología , Reprogramación Celular/efectos de los fármacos
10.
Int J Mol Sci ; 25(13)2024 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-39000363

RESUMEN

Foods enriched with insects can potentially prevent several health disorders, including cardiovascular diseases, by reducing inflammation and improving antioxidant status. In this study, Tenebrio molitor and Gryllus assimilis were selected to determine the effect on the development of atherosclerosis in ApoE/LDLR-/- mice. Animals were fed AIN-93G-based diets (control) with 10% Tenebrio molitor (TM) and 10% Gryllus assimilis (GA) for 8 weeks. The nutritional value as well as antioxidant activity of selected insects were determined. The lipid profile, liver enzyme activity, and the fatty acid composition of liver and adipose tissue of model mice were evaluated. Quantitative analysis of atherosclerotic lesions in the entire aorta was performed using the en face method, and for aortic roots, the cross-section method was used. The antioxidant status of the GA cricket was significantly higher compared to the TM larvae. The results showed that the area of atherosclerosis (en face method) was not significantly different between groups. Dietary GA reduced plaque formation in the aortic root; additionally, significant differences were observed in sections at 200 and 300 µm compared to other groups. Furthermore, liver enzyme ALT activity was lower in insect-fed groups compared to the control group. The finding suggests that a diet containing edible insect GA potentially prevents atherosclerotic plaque development in the aortic root, due to its high antioxidant activity.


Asunto(s)
Apolipoproteínas E , Aterosclerosis , Receptores de LDL , Animales , Aterosclerosis/patología , Aterosclerosis/metabolismo , Ratones , Receptores de LDL/genética , Receptores de LDL/metabolismo , Apolipoproteínas E/deficiencia , Apolipoproteínas E/genética , Insectos Comestibles , Ratones Noqueados , Hígado/metabolismo , Hígado/patología , Antioxidantes/metabolismo , Masculino , Tenebrio , Dieta , Aorta/patología , Aorta/metabolismo , Modelos Animales de Enfermedad , Alimentación Animal , Placa Aterosclerótica/patología , Placa Aterosclerótica/metabolismo , Gryllidae
11.
Future Cardiol ; 20(5-6): 317-334, 2024 Apr 25.
Artículo en Inglés | MEDLINE | ID: mdl-38985520

RESUMEN

Refractory hypercholesterolemia (RH) is characterized by the failure of patients to achieve therapeutic targets for low-density lipoprotein-cholesterol (LDL-C) despite receiving maximal tolerable doses of standard lipid-lowering treatments. It predominantly impacts individuals with familial hypercholesterolemia (FH), thereby elevating the risk of cardiovascular complications. The prevalence of RH is now recognized to be substantially greater than previously thought. This review provides a comprehensive insight into current and emerging therapies for RH patients, including groundbreaking genetic-based therapeutic approaches. The review places emphasis on the dependency of therapies on low-density lipoprotein receptors (LDLRs) and highlights the critical role of considering LDLR activity in RH patients for individualization of the treatment.


Refractory hypercholesterolemia (RH) is a condition where patients are unable to get below target levels of 'bad' cholesterol despite receiving maximum doses of standard treatments. It is commonly present in those with a genetic disorder, called familial hypercholesterolemia (FH), known to increase the risk of heart complications. RH's prevalence is now understood to be higher than previously believed and this review offers insights into current and emerging therapies for RH, including genetic-based treatments. It stresses the importance of the mechanistic pathways behind cholesterol clearance, particularly low-density lipoprotein receptor (LDLR) activity, in RH treatment customization.


Asunto(s)
Hipercolesterolemia , Humanos , Hipercolesterolemia/tratamiento farmacológico , Anticolesterolemiantes/uso terapéutico , Receptores de LDL/genética , LDL-Colesterol/sangre , Terapia Genética/métodos , Hiperlipoproteinemia Tipo II/tratamiento farmacológico
12.
Nat Commun ; 15(1): 5767, 2024 Jul 09.
Artículo en Inglés | MEDLINE | ID: mdl-38982045

RESUMEN

Multiple myeloma (MM) is a hematologic malignancy characterized by uncontrolled proliferation of plasma cells in the bone marrow. MM patients with aggressive progression have poor survival, emphasizing the urgent need for identifying new therapeutic targets. Here, we show that the leukocyte immunoglobulin-like receptor B1 (LILRB1), a transmembrane receptor conducting negative immune response, is a top-ranked gene associated with poor prognosis in MM patients. LILRB1 deficiency inhibits MM progression in vivo by enhancing the ferroptosis of MM cells. Mechanistic studies reveal that LILRB1 forms a complex with the low-density lipoprotein receptor (LDLR) and LDLR adapter protein 1 (LDLRAP1) to facilitate LDL/cholesterol uptake. Loss of LILRB1 impairs cholesterol uptake but activates the de novo cholesterol synthesis pathway to maintain cellular cholesterol homeostasis, leading to the decrease of anti-ferroptotic metabolite squalene. Our study uncovers the function of LILRB1 in regulating cholesterol metabolism and protecting MM cells from ferroptosis, implicating LILRB1 as a promising therapeutic target for MM patients.


Asunto(s)
Colesterol , Ferroptosis , Homeostasis , Receptor Leucocitario Tipo Inmunoglobulina B1 , Mieloma Múltiple , Receptores de LDL , Humanos , Mieloma Múltiple/metabolismo , Mieloma Múltiple/patología , Mieloma Múltiple/genética , Receptor Leucocitario Tipo Inmunoglobulina B1/metabolismo , Ferroptosis/genética , Colesterol/metabolismo , Receptores de LDL/metabolismo , Receptores de LDL/genética , Animales , Línea Celular Tumoral , Ratones , Antígenos CD
13.
Arterioscler Thromb Vasc Biol ; 44(9): 2053-2068, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-38989581

RESUMEN

BACKGROUND: In early atherosclerosis, circulating LDLs (low-density lipoproteins) traverse individual endothelial cells by an active process termed transcytosis. The CANTOS trial (Canakinumab Antiinflammatory Thrombosis Outcome Study) treated advanced atherosclerosis using a blocking antibody for IL-1ß (interleukin-1ß); this significantly reduced cardiovascular events. However, whether IL-1ß regulates early disease, particularly LDL transcytosis, remains unknown. METHODS: We used total internal reflection fluorescence microscopy to quantify transcytosis by human coronary artery endothelial cells exposed to IL-1ß. To investigate transcytosis in vivo, we injected wild-type and knockout mice with IL-1ß and LDL to visualize acute LDL deposition in the aortic arch. RESULTS: Exposure to picomolar concentrations of IL-1ß induced transcytosis of LDL but not of albumin by human coronary artery endothelial cells. Surprisingly, expression of the 2 known receptors for LDL transcytosis, ALK-1 (activin receptor-like kinase-1) and SR-BI (scavenger receptor BI), was unchanged or decreased. Instead, IL-1ß increased the expression of the LDLR (LDL receptor); this was unexpected because LDLR is not required for LDL transcytosis. Overexpression of LDLR had no effect on basal LDL transcytosis. However, knockdown of LDLR abrogated the effect of IL-1ß on transcytosis rates while the depletion of Cav-1 (caveolin-1) did not. Since LDLR was necessary but overexpression had no effect, we reasoned that another player must be involved. Using public RNA sequencing data to curate a list of Rab (Ras-associated binding) GTPases affected by IL-1ß, we identified Rab27a. Overexpression of Rab27a alone had no effect on basal transcytosis, but its knockdown prevented induction by IL-1ß. This was phenocopied by depletion of the Rab27a effector JFC1 (synaptotagmin-like protein 1). In vivo, IL-1ß increased LDL transcytosis in the aortic arch of wild-type but not Ldlr-/- or Rab27a-deficient mice. The JFC1 inhibitor nexinhib20 also blocked IL-1ß-induced LDL accumulation in the aorta. CONCLUSIONS: IL-1ß induces LDL transcytosis by a distinct pathway requiring LDLR and Rab27a; this route differs from basal transcytosis. We speculate that induction of transcytosis by IL-1ß may contribute to the acceleration of early disease.


Asunto(s)
Vasos Coronarios , Células Endoteliales , Interleucina-1beta , Lipoproteínas LDL , Ratones Noqueados , Receptores de LDL , Transducción de Señal , Transcitosis , Proteínas de Unión al GTP rab , Interleucina-1beta/metabolismo , Animales , Humanos , Receptores de LDL/genética , Receptores de LDL/metabolismo , Proteínas de Unión al GTP rab/metabolismo , Proteínas de Unión al GTP rab/genética , Células Endoteliales/metabolismo , Células Endoteliales/efectos de los fármacos , Lipoproteínas LDL/metabolismo , Vasos Coronarios/metabolismo , Vasos Coronarios/efectos de los fármacos , Células Cultivadas , Ratones Endogámicos C57BL , Caveolina 1/metabolismo , Caveolina 1/genética , Enfermedades de la Aorta/metabolismo , Enfermedades de la Aorta/genética , Enfermedades de la Aorta/patología , Modelos Animales de Enfermedad , Aorta Torácica/metabolismo , Aorta Torácica/efectos de los fármacos , Aterosclerosis/metabolismo , Aterosclerosis/genética , Aterosclerosis/patología , Masculino , Ratones
14.
Nature ; 632(8025): 614-621, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39048821

RESUMEN

Western equine encephalitis virus (WEEV) is an arthropod-borne virus (arbovirus) that frequently caused major outbreaks of encephalitis in humans and horses in the early twentieth century, but the frequency of outbreaks has since decreased markedly, and strains of this alphavirus isolated in the past two decades are less virulent in mammals than strains isolated in the 1930s and 1940s1-3. The basis for this phenotypic change in WEEV strains and coincident decrease in epizootic activity (known as viral submergence3) is unclear, as is the possibility of re-emergence of highly virulent strains. Here we identify protocadherin 10 (PCDH10) as a cellular receptor for WEEV. We show that multiple highly virulent ancestral WEEV strains isolated in the 1930s and 1940s, in addition to binding human PCDH10, could also bind very low-density lipoprotein receptor (VLDLR) and apolipoprotein E receptor 2 (ApoER2), which are recognized by another encephalitic alphavirus as receptors4. However, whereas most of the WEEV strains that we examined bind to PCDH10, a contemporary strain has lost the ability to recognize mammalian PCDH10 while retaining the ability to bind avian receptors, suggesting WEEV adaptation to a main reservoir host during enzootic circulation. PCDH10 supports WEEV E2-E1 glycoprotein-mediated infection of primary mouse cortical neurons, and administration of a soluble form of PCDH10 protects mice from lethal WEEV challenge. Our results have implications for the development of medical countermeasures and for risk assessment for re-emerging WEEV strains.


Asunto(s)
Virus de la Encefalitis Equina del Oeste , Especificidad del Huésped , Protocadherinas , Receptores Virales , Animales , Femenino , Humanos , Masculino , Ratones , Aves/metabolismo , Aves/virología , Enfermedades Transmisibles Emergentes/epidemiología , Enfermedades Transmisibles Emergentes/virología , Virus de la Encefalitis Equina del Oeste/clasificación , Virus de la Encefalitis Equina del Oeste/metabolismo , Virus de la Encefalitis Equina del Oeste/patogenicidad , Encefalomielitis Equina/epidemiología , Encefalomielitis Equina/virología , Proteínas Relacionadas con Receptor de LDL/metabolismo , Neuronas/metabolismo , Neuronas/virología , Fenotipo , Protocadherinas/metabolismo , Receptores de LDL/metabolismo , Receptores de LDL/genética , Receptores Virales/metabolismo , Proteínas del Envoltorio Viral/metabolismo , Zoonosis Virales/epidemiología , Zoonosis Virales/virología
15.
Poult Sci ; 103(9): 104016, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39018654

RESUMEN

There was no significant difference in the composition and content of fatty acids in eggs among different breeds initially, but following the supplementation of flaxseed oil, Dwarf Layer were observed to deposit more n-3 polyunsaturated fatty acid (PUFA) in eggs. Currently, there is limited research on the mechanisms underlying the differences in egg composition among different breeds. Therefore, in this study, 150 twenty-four-wk-old hens of each breed, including the Dwarf Layer and White Leghorn, were fed either a basal diet or a diet supplemented with 2.5% flaxseed oil. After 28 d, eggs and liver samples were collected to determine fatty acid composition, and serum, liver, intestine, and follicles were collected for subsequent biochemical, intestinal morphology, and lipid metabolism-related genes expression analysis. Duodenal contents were collected for microbial analysis. The results showed that there was no significant difference in the content and deposition efficiency of total n-3 PUFA in the liver of the 2 breeds, but the content and deposition efficiency of total n-3 PUFA in the egg of Dwarf Layer were significantly higher than those of White Leghorn after feeding flaxseed oil. Flaxseed oil and breeds did not have significant effects on cholesterol (CHO), free fatty acids (NEFA), low-density lipoprotein (LDL), and estrogen (E2) levels. After feeding with flaxseed oil, the villus height and the villus-to-crypt ratio in both breeds were increased and duodenal crypt depth was decreased. The villus-to-crypt ratio (4.78 vs. 3.60) in the duodenum of Dwarf Layer was significantly higher than that in White Leghorn after feeding with flaxseed oil. Flaxseed oil can impact the gut microbiota in the duodenum and reduce the microbiota associated with fatty acid breakdown, such as Romboutsia, Subdolibranulum, Lachnochlostridium, and Clostridium. This may mean that less ALA can be decomposed and more ALA can be absorbed into the body. Additionally, after feeding flaxseed oil, the mRNA levels of elongation enzymes 5 (ELOVL5), fatty acid desaturase 1 (FADS1), and fatty acid transporter 1 (FATP1) in the liver of Dwarf Layer were significantly higher than those in White Leghorn, while the mRNA levels of peroxisome proliferator-activated receptor alpha (PPAR), carnitine palmitoyl transferase 1 (CPT1), Acyl CoA oxidase 1 (ACOX1), and Acyl-CoA synthetase (ACSL) were significantly lower than those in White Leghorn. The mRNA level of FABP1 in the duodenum of Dwarf Layer was significantly higher than that of White Leghorn, while the mRNA level of FATP1 was significantly lower than that of White Leghorn. The protein levels of ELOVL5 in the liver of Dwarf Layer and very low-density lipoprotein receptor (VLDLR) in the follicles were significantly higher than those of White Leghorn. In summary, after feeding flaxseed oil, the higher ratio of villus height to crypt depth in Dwarf Layer allows more α-linolenic acid (ALA) to be absorbed into the body. The higher mRNA expression of FADS1, ELOVL5, and FATP1, as well as the higher protein expression of ELOVL5 in the liver of Dwarf Layer enhance the conversion of ALA into DHA. The higher protein expression of VLDLR in follicles of Dwarf Layer allows more n-3 PUFA to deposit in the follicles. These combined factors contribute to the Dwarf Layer's ability to deposit higher levels of n-3 PUFA in eggs, as well as improving the deposition efficiency of n-3 PUFA.


Asunto(s)
Alimentación Animal , Pollos , Dieta , Ácidos Grasos Omega-3 , Aceite de Linaza , Animales , Pollos/fisiología , Pollos/metabolismo , Pollos/genética , Ácidos Grasos Omega-3/metabolismo , Ácidos Grasos Omega-3/análisis , Ácidos Grasos Omega-3/administración & dosificación , Dieta/veterinaria , Alimentación Animal/análisis , Aceite de Linaza/administración & dosificación , Aceite de Linaza/metabolismo , Femenino , Óvulo/química , Receptores de LDL/metabolismo , Receptores de LDL/genética , Proteínas Aviares/metabolismo , Proteínas Aviares/genética , Suplementos Dietéticos/análisis , Hígado/metabolismo
16.
Nat Commun ; 15(1): 6311, 2024 Jul 26.
Artículo en Inglés | MEDLINE | ID: mdl-39060258

RESUMEN

Respiratory syncytial virus (RSV) hijacks cholesterol or autophagy pathways to facilitate optimal replication. However, our understanding of the associated molecular mechanisms remains limited. Here, we show that RSV infection blocks cholesterol transport from lysosomes to the endoplasmic reticulum by downregulating the activity of lysosomal acid lipase, activates the SREBP2-LDLR axis, and promotes uptake and accumulation of exogenous cholesterol in lysosomes. High cholesterol levels impair the VAP-A-binding activity of ORP1L and promote the recruitment of dynein-dynactin, PLEKHM1, or HOPS VPS39 to Rab7-RILP, thereby facilitating minus-end transport of autophagosomes and autolysosome formation. Acidification inhibition and dysfunction of cholesterol-rich lysosomes impair autophagy flux by inhibiting autolysosome degradation, which promotes the accumulation of RSV fusion protein. RSV-F storage is nearly abolished after cholesterol depletion or knockdown of LDLR. Most importantly, the knockout of LDLR effectively inhibits RSV infection in vivo. These findings elucidate the molecular mechanism of how RSV co-regulates lysosomal cholesterol reprogramming and autophagy and reveal LDLR as a novel target for anti-RSV drug development.


Asunto(s)
Autofagia , Colesterol , Lisosomas , Receptores de LDL , Infecciones por Virus Sincitial Respiratorio , Proteínas de Transporte Vesicular , Replicación Viral , Proteínas de Unión al GTP rab , Proteínas de Unión a GTP rab7 , Lisosomas/metabolismo , Colesterol/metabolismo , Humanos , Animales , Receptores de LDL/metabolismo , Receptores de LDL/genética , Infecciones por Virus Sincitial Respiratorio/metabolismo , Infecciones por Virus Sincitial Respiratorio/virología , Proteínas de Transporte Vesicular/metabolismo , Proteínas de Transporte Vesicular/genética , Proteínas de Unión al GTP rab/metabolismo , Proteínas de Unión al GTP rab/genética , Ratones , Complejo Dinactina/metabolismo , Retículo Endoplásmico/metabolismo , Dineínas/metabolismo , Proteínas Adaptadoras Transductoras de Señales/metabolismo , Proteínas Adaptadoras Transductoras de Señales/genética , Virus Sincitial Respiratorio Humano/fisiología , Autofagosomas/metabolismo , Proteínas Virales de Fusión/metabolismo , Proteínas Virales de Fusión/genética , Células HeLa , Células A549
17.
Int J Mol Sci ; 25(14)2024 Jul 16.
Artículo en Inglés | MEDLINE | ID: mdl-39063044

RESUMEN

Endothelial dysfunction is cause and consequence of cardiovascular diseases. The endothelial hormone C-type natriuretic peptide (CNP) regulates vascular tone and the vascular barrier. Its cGMP-synthesizing guanylyl cyclase-B (GC-B) receptor is expressed in endothelial cells themselves. To characterize the role of endothelial CNP/cGMP signaling, we studied mice with endothelial-selective GC-B deletion. Endothelial EC GC-B KO mice had thicker, stiffer aortae and isolated systolic hypertension. This was associated with increased proinflammatory E-selectin and VCAM-1 expression and impaired nitric oxide bioavailability. Atherosclerosis susceptibility was evaluated in such KO and control littermates on Ldlr (low-density lipoprotein receptor)-deficient background fed a Western diet for 10 weeks. Notably, the plaque areas and heights within the aortic roots were markedly increased in the double EC GC-B/Ldlr KO mice. This was accompanied by enhanced macrophage infiltration and greater necrotic cores, indicating unstable plaques. Finally, we found that EC GC-B KO mice had diminished vascular regeneration after critical hind-limb ischemia. Remarkably, all these genotype-dependent changes were only observed in female and not in male mice. Auto/paracrine endothelial CNP/GC-B/cGMP signaling protects from arterial stiffness, systolic hypertension, and atherosclerosis and improves reparative angiogenesis. Interestingly, our data indicate a sex disparity in the connection of diminished CNP/GC-B activity to endothelial dysfunction.


Asunto(s)
GMP Cíclico , Ratones Noqueados , Péptido Natriurético Tipo-C , Transducción de Señal , Animales , Péptido Natriurético Tipo-C/metabolismo , Péptido Natriurético Tipo-C/genética , GMP Cíclico/metabolismo , Ratones , Masculino , Femenino , Endotelio Vascular/metabolismo , Endotelio Vascular/patología , Aterosclerosis/metabolismo , Aterosclerosis/genética , Aterosclerosis/patología , Receptores del Factor Natriurético Atrial/metabolismo , Receptores del Factor Natriurético Atrial/genética , Células Endoteliales/metabolismo , Receptores de LDL/metabolismo , Receptores de LDL/genética , Comunicación Paracrina , Hipertensión/metabolismo , Hipertensión/genética , Ratones Endogámicos C57BL , Aorta/metabolismo , Aorta/patología
18.
J Transl Med ; 22(1): 615, 2024 Jul 03.
Artículo en Inglés | MEDLINE | ID: mdl-38961500

RESUMEN

OBJECTIVE: To explore the correlation between asthma risk and genetic variants affecting the expression or function of lipid-lowering drug targets. METHODS: We conducted Mendelian randomization (MR) analyses using variants in several genes associated with lipid-lowering medication targets: HMGCR (statin target), PCSK9 (alirocumab target), NPC1L1 (ezetimibe target), APOB (mipomersen target), ANGPTL3 (evinacumab target), PPARA (fenofibrate target), and APOC3 (volanesorsen target), as well as LDLR and LPL. Our objective was to investigate the relationship between lipid-lowering drugs and asthma through MR. Finally, we assessed the efficacy and stability of the MR analysis using the MR Egger and inverse variance weighted (IVW) methods. RESULTS: The elevated triglyceride (TG) levels associated with the APOC3, and LPL targets were found to increase asthma risk. Conversely, higher LDL-C levels driven by LDLR were found to decrease asthma risk. Additionally, LDL-C levels (driven by APOB, NPC1L1 and HMGCR targets) and TG levels (driven by the LPL target) were associated with improved lung function (FEV1/FVC). LDL-C levels driven by PCSK9 were associated with decreased lung function (FEV1/FVC). CONCLUSION: In conclusion, our findings suggest a likely causal relationship between asthma and lipid-lowering drugs. Moreover, there is compelling evidence indicating that lipid-lowering therapies could play a crucial role in the future management of asthma.


Asunto(s)
Asma , Hipolipemiantes , Análisis de la Aleatorización Mendeliana , Humanos , Asma/genética , Asma/tratamiento farmacológico , Hipolipemiantes/uso terapéutico , Hipolipemiantes/farmacología , Proproteína Convertasa 9/genética , Estudios de Asociación Genética , Pulmón/efectos de los fármacos , Pulmón/patología , Lipoproteína Lipasa/genética , Triglicéridos/sangre , Receptores de LDL/genética , Hidroximetilglutaril-CoA Reductasas/genética , Proteína 3 Similar a la Angiopoyetina , Proteínas Similares a la Angiopoyetina/genética , Apolipoproteína C-III/genética , Apolipoproteínas B/genética , Pruebas de Función Respiratoria , LDL-Colesterol/sangre , Proteínas de Transporte de Membrana , PPAR alfa
19.
Intern Med ; 63(15): 2137-2142, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39085092

RESUMEN

The patient was a 54-year-old woman with familial hypercholesterolemia and remarkable Achilles tendon thickening. At 20 years old, the patient had a total cholesterol level of approximately 300 mg/dL. She started receiving rosuvastatin (5 mg/day) for low-density lipoprotein cholesterol (LDL-C) 235 mg/dL at 42 years old, which was increased to 10 mg/day at 54 years old, decreasing her serum LDL-C level to approximately 90 mg/dL. The serum Lp (a) level was 9 mg/dL. A computed tomography coronary angiogram showed no significant stenosis. Next-generation sequencing revealed a frameshift variant in LDL receptor (LDLR) (heterozygous) and a missense variant in proprotein convertase subtilisin/kaxin type 9 (PCSK9) (heterozygous). Continued statin therapy, in addition to low Lp (a) and female sex, can help prevent cardiovascular disease.


Asunto(s)
Tendón Calcáneo , Hiperlipoproteinemia Tipo II , Proproteína Convertasa 9 , Receptores de LDL , Humanos , Tendón Calcáneo/diagnóstico por imagen , Tendón Calcáneo/patología , Femenino , Hiperlipoproteinemia Tipo II/genética , Hiperlipoproteinemia Tipo II/tratamiento farmacológico , Hiperlipoproteinemia Tipo II/sangre , Hiperlipoproteinemia Tipo II/complicaciones , Hiperlipoproteinemia Tipo II/diagnóstico , Receptores de LDL/genética , Persona de Mediana Edad , Proproteína Convertasa 9/genética , Rosuvastatina Cálcica/uso terapéutico , Aterosclerosis/genética , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , LDL-Colesterol/sangre , Mutación Missense , Japón , Pueblos del Este de Asia
20.
J Am Heart Assoc ; 13(12): e034434, 2024 Jun 18.
Artículo en Inglés | MEDLINE | ID: mdl-38879446

RESUMEN

BACKGROUND: Familial hypercholesterolemia (FH), while highly prevalent, is a significantly underdiagnosed monogenic disorder. Improved detection could reduce the large number of cardiovascular events attributable to poor case finding. We aimed to assess whether machine learning algorithms outperform clinical diagnostic criteria (signs, history, and biomarkers) and the recommended screening criteria in the United Kingdom in identifying individuals with FH-causing variants, presenting a scalable screening criteria for general populations. METHODS AND RESULTS: Analysis included UK Biobank participants with whole exome sequencing, classifying them as having FH when (likely) pathogenic variants were detected in their LDLR, APOB, or PCSK9 genes. Data were stratified into 3 data sets for (1) feature importance analysis; (2) deriving state-of-the-art statistical and machine learning models; (3) evaluating models' predictive performance against clinical diagnostic and screening criteria: Dutch Lipid Clinic Network, Simon Broome, Make Early Diagnosis to Prevent Early Death, and Familial Case Ascertainment Tool. One thousand and three of 454 710 participants were classified as having FH. A Stacking Ensemble model yielded the best predictive performance (sensitivity, 74.93%; precision, 0.61%; accuracy, 72.80%, area under the receiver operating characteristic curve, 79.12%) and outperformed clinical diagnostic criteria and the recommended screening criteria in identifying FH variant carriers within the validation data set (figures for Familial Case Ascertainment Tool, the best baseline model, were 69.55%, 0.44%, 65.43%, and 71.12%, respectively). Our model decreased the number needed to screen compared with the Familial Case Ascertainment Tool (164 versus 227). CONCLUSIONS: Our machine learning-derived model provides a higher pretest probability of identifying individuals with a molecular diagnosis of FH compared with current approaches. This provides a promising, cost-effective scalable tool for implementation into electronic health records to prioritize potential FH cases for genetic confirmation.


Asunto(s)
Apolipoproteína B-100 , Hiperlipoproteinemia Tipo II , Aprendizaje Automático , Proproteína Convertasa 9 , Humanos , Hiperlipoproteinemia Tipo II/genética , Hiperlipoproteinemia Tipo II/diagnóstico , Hiperlipoproteinemia Tipo II/epidemiología , Femenino , Masculino , Proproteína Convertasa 9/genética , Apolipoproteína B-100/genética , Persona de Mediana Edad , Receptores de LDL/genética , Reino Unido/epidemiología , Secuenciación del Exoma , Pruebas Genéticas/métodos , Adulto , Valor Predictivo de las Pruebas , Predisposición Genética a la Enfermedad , Mutación
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