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1.
Eur J Clin Invest ; : e14235, 2024 May 11.
Artículo en Inglés | MEDLINE | ID: mdl-38733147

RESUMEN

BACKGROUND: Proprotein convertase subtilisin/kexin type 9 (PCSK9), a factor accelerating the degradation of LDL receptors, was associated with a gender-dependent risk for cardiovascular (CV) events in the general population and with all-cause and CV mortality in two relatively small studies in black Africans and South Korean haemodialysis patients. The effect modification by gender was untested in these studies. METHODS: The study enrolled 1188 dialysis patients from the Prospective Registry of The Working Group of Epidemiology of Dialysis Region Calabria (PROGREDIRE) cohort. PCSK9 was measured by colorimetric enzyme-linked immunosorbent assay. The primary outcomes were all-cause and CV mortality. Statistical analysis included Cox regression analysis and effect modification analysis. RESULTS: During a median 2.9-year follow-up, out of 494 deaths, 278 were CV-related. In unadjusted analyses, PCSK9 levels correlated with increased all-cause (HRfor1ln unit increase: 1.23, 95% CI 1.06-1.43, p =.008) and CV mortality (HRfor1ln unit increase: 1.26, 95% CI 1.03-1.54, p =.03). After multivariate adjustment, these associations were no longer significant (all-cause mortality, HRfor 1 ln unit increase: 1.16, 95% CI .99-1.36, p =.07; CV mortality, HRfor1ln unit increase: 1.18, 95% CI .95-1.46, p =.14). However, in fully adjusted interaction analyses, a doubling in the risk of this outcome in women was registered (Women, HRfor1ln unit increase: 1.88, 95% CI 1.27-2.78, p =.002; Men, HRfor1ln unit increase: 1.07, 95% CI .83-1.38, p =.61; p for effect modification: .02). CONCLUSIONS: PCSK9 levels are unrelated to all-cause mortality in haemodialysis patients but, like in studies of the general population, independently of other risk factors, entail a doubling in the risk of CV events in women in this population.

2.
Bioengineering (Basel) ; 10(11)2023 Nov 16.
Artículo en Inglés | MEDLINE | ID: mdl-38002446

RESUMEN

In recent decades, the incidence of melanoma has grown rapidly. Hence, early diagnosis is crucial to improving clinical outcomes. Here, we propose and compare a classical image analysis-based machine learning method with a deep learning one to automatically classify benign vs. malignant dermoscopic skin lesion images. The same dataset of 25,122 publicly available dermoscopic images was used to train both models, while a disjointed test set of 200 images was used for the evaluation phase. The training dataset was randomly divided into 10 datasets of 19,932 images to obtain an equal distribution between the two classes. By testing both models on the disjoint set, the deep learning-based method returned accuracy of 85.4 ± 3.2% and specificity of 75.5 ± 7.6%, while the machine learning one showed accuracy and specificity of 73.8 ± 1.1% and 44.5 ± 4.7%, respectively. Although both approaches performed well in the validation phase, the convolutional neural network outperformed the ensemble boosted tree classifier on the disjoint test set, showing better generalization ability. The integration of new melanoma detection algorithms with digital dermoscopic devices could enable a faster screening of the population, improve patient management, and achieve better survival rates.

3.
Brain Behav Immun ; 114: 94-110, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37557963

RESUMEN

The gut microbiota has been causally linked to cognitive development. We aimed to identify metabolites mediating its effect on cognitive development, and foods or nutrients related to most promising metabolites. Faeces from 5-year-old children (DORIAN-PISAC cohort, including 90 general population families with infants, 42/48 females/males, born in 2011-2014) were transplanted (FMT) into C57BL/6 germ-free mice. Children and recipient mice were stratified by cognitive phenotype, or based on protective metabolites. Food frequency questionnaires were obtained in children. Cognitive measurements in mice included five Y-maze tests until 23 weeks post-FMT, and (at 23 weeks) PET-CT for brain metabolism and radiodensity, and ultrasound-based carotid vascular indices. Children (faeces, urine) and mice (faeces, plasma) metabolome was measured by 1H NMR spectroscopy, and the faecal microbiota was profiled in mice by 16S rRNA amplicon sequencing. Cognitive scores of children and recipient mice were correlated. FMT-dependent modifications of brain metabolism were observed. Mice receiving FMT from high-cognitive or protective metabolite-enriched children developed superior cognitive-behavioural performance. A panel of metabolites, namely xanthine, hypoxanthine, formate, mannose, tyrosine, phenylalanine, glutamine, was found to mediate the gut-cognitive axis in donor children and recipient mice. Vascular indices partially explained the metabolite-to-phenotype relationships. Children's consumption of legumes, whole-milk yogurt and eggs, and intake of iron, zinc and vitamin D appeared to support protective gut metabolites. Overall, metabolites involved in inflammation, purine metabolism and neurotransmitter synthesis mediate the gut-cognitive axis, and holds promise for screening. The related dietary and nutritional findings offer leads to microbiota-targeted interventions for cognitive protection, with long-lasting effects.

4.
Neurosci Biobehav Rev ; 149: 105143, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-36990372

RESUMEN

Type 2 diabetes mellitus (T2DM) is a main public health concern, with increasing prevalence and growingly premature onset in children, in spite of emerging and successful therapeutic options. T2DM promotes brain aging, and younger age at onset is associated with a higher risk of subsequent dementia. Preventive strategies should address predisposing conditions, like obesity and metabolic syndrome, and be started from very early and even prenatal life. Gut microbiota is an emerging target in obesity, diabetes and neurocognitive diseases, which could be safely modulated since pregnancy and infancy. Many correlative studies have supported its involvement in disease pathophysiology. Faecal material transplantation (FMT) studies have been conducted in clinical and preclinical settings to deliver cause-effect proof and mechanistic insights. This review provides a comprehensive overview of studies in which FMT was used to cure or cause obesity, metabolic syndrome, T2DM, cognitive decline and Alzheimer's disease, including the evidence available in early life. Findings were analysed to dissect consolidated from controversial results, highlighting gaps and possible future directions.


Asunto(s)
Disfunción Cognitiva , Diabetes Mellitus Tipo 2 , Microbioma Gastrointestinal , Síndrome Metabólico , Niño , Humanos , Síndrome Metabólico/terapia , Microbioma Gastrointestinal/fisiología , Diabetes Mellitus Tipo 2/terapia , Confianza , Obesidad/terapia , Disfunción Cognitiva/terapia
5.
Metabolites ; 12(4)2022 Mar 22.
Artículo en Inglés | MEDLINE | ID: mdl-35448465

RESUMEN

Metabolic impairments and liver and adipose depots alterations were reported in subjects with Alzheimer's disease (AD), highlighting the role of the liver-adipose-tissue-brain axis in AD pathophysiology. The gut microbiota might play a modulating role. We investigated the alterations to the liver and white/brown adipose tissues (W/BAT) and their relationships with serum and gut metabolites and gut bacteria in a 3xTg mouse model during AD onset (adulthood) and progression (aging) and the impact of high-fat diet (HFD) and intranasal insulin (INI). Glucose metabolism (18FDG-PET), tissue radiodensity (CT), liver and W/BAT histology, BAT-thermogenic markers were analyzed. 16S-RNA sequencing and mass-spectrometry were performed in adult (8 months) and aged (14 months) 3xTg-AD mice with a high-fat or control diet. Generalized and HFD resistant deficiency of lipid accumulation in both liver and W/BAT, hypermetabolism in WAT (adulthood) and BAT (aging), abnormal cytokine-hormone profiles, and liver inflammation were observed in 3xTg mice; INI could antagonize all these alterations. Specific gut microbiota-metabolome profiles correlated with a significant disruption of the gut-microbiota-liver-adipose axis in AD mice. In conclusion, fat dystrophy in liver and adipose depots contributes to AD progression, and associates with altered profiles of the gut microbiota, which candidates as an appealing early target for preventive intervention.

6.
Int J Mol Sci ; 23(5)2022 Feb 28.
Artículo en Inglés | MEDLINE | ID: mdl-35269799

RESUMEN

Interventions affecting gastrointestinal (GI) physiology suggest that the GI tract plays an important role in modulating the uptake of ingested glucose by body tissues. We aimed at validating the use of positron emission tomography (PET) with oral 18FDG administration in mice, and to examine GI effects on glucose metabolism in adipose tissues, brain, heart, muscle, and liver, and interfering actions of oral lipid co-administration. We performed sequential whole-body PET studies in 3 groups of 10 mice, receiving i.p. glucose and 18FDG or oral glucose and 18FDG ± lipids, to measure tissue glucose uptake (GU) and GI transit, and compute the absorption lumped constant (LCa) as ratio of oral 18FDG-to-glucose incremental blood levels. GI and liver histology and circulating hormones were tested to generate explanatory hypothesis. Median LCa was 1.18, constant over time and not significantly affected by lipid co-ingestion. Compared to the i.p. route, the oral route (GI effect) resulted in lower GU rates in adipose tissues and brain, and a greater steatohepatitis score (+17%, p = 0.03). Lipid co-administration accelerated GI transit, in relation to the suppression in GIP, GLP1, glucagon, PP, and PYY (GI motility regulators), abolishing GI effects on subcutaneous fat GU. Duodenal crypt size, gastric wall 18FDG uptake, and macro-vesicular steatosis were inversely related to adipose tissue GU, and positively associated with liver GU. We conclude that 18FDG-PET is a suitable tool to examine the role of the GI tract on glucose transit, absorption, and bio-distribution. The GI effect consists in the suppression of glucose metabolism selectively in organs responsible for energy intake and storage, and is blunted by lipid ingestion. Modulation of gut and liver inflammation, as reflected by high GU, may be involved in the acute signalling of the energy status.


Asunto(s)
Fluorodesoxiglucosa F18 , Hepatitis , Tejido Adiposo/diagnóstico por imagen , Tejido Adiposo/metabolismo , Animales , Encéfalo/diagnóstico por imagen , Encéfalo/metabolismo , Fluorodesoxiglucosa F18/metabolismo , Glucosa/metabolismo , Hepatitis/metabolismo , Inflamación/diagnóstico por imagen , Inflamación/metabolismo , Lípidos , Ratones , Tomografía de Emisión de Positrones
7.
Int J Obes (Lond) ; 46(1): 50-58, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34489524

RESUMEN

BACKGROUND: Leptin resistance occurs in obese patients, but its independent contribution to adiposity and the accompanying metabolic diseases, i.e., diabetes, liver steatosis, and steatohepatitis, remains to be established. This study was conducted in an extreme model of leptin resistance to investigate mechanisms initiating diabetes, fat expansion, liver steatosis, and inflammatory disease, focusing on the involvement of glucose intolerance and organ-specific glucose uptake in brown and subcutaneous adipose tissues (BAT, SAT) and in the liver. METHODS: We studied preobese and adult Zucker rats (fa/fa, fa/+ ) during fasting or glucose loading to assess glucose tolerance. Relevant pancreatic and intestinal hormonal levels were measured by Milliplex. Imaging of 18F-fluorodeoxyglucose by positron emission tomography was used to quantify glucose uptake in SAT, BAT, and liver, and evaluate its relationship with adipocyte size and biopsy-proven nonalcoholic fatty liver disease (NAFLD) and steatohepatitis (NASH). RESULTS: Preobese fa/fa pups showed impaired glucose tolerance, adipocyte enlargement, hepatic microsteatosis, and lobular inflammation, with elevated hepatic post-glucose load glucose uptake and production. Adult fa/fa rats had more severe glucose intolerance, fasting hyperglycemia, hormonal abnormalities, elevated glucose uptake in SAT and BAT, and more markedly in the liver, together with macrosteatosis, and highly prevalent hepatic inflammation. Organ glucose uptake was proportional to the degree of fat accumulation and tissue inflammation and was able to dissect healthy from NAFLD and NAFLD/NASH livers. Most severe NASH livers showed a decline in glucose uptake and liver enzymes. CONCLUSIONS: In fa/fa Zucker rats, leptin resistance leads to glucose intolerance, mainly due to hepatic glucose overproduction, preceding obesity, and explaining pancreatic and intestinal hormonal changes and fat accumulation in adipocytes and hepatocytes. Our data support the involvement of liver glucose uptake in the pathogenesis of liver inflammatory disease. Its potential as more generalized biomarker or diagnostic approach remains to be established outside of our leptin-receptor-deficient rat model.


Asunto(s)
Hígado Graso/metabolismo , Leptina/metabolismo , Obesidad/complicaciones , Adipocitos/metabolismo , Adipocitos/fisiología , Animales , Modelos Animales de Enfermedad , Hígado Graso/complicaciones , Glucosa/análisis , Obesidad/sangre , Ratas , Ratas Zucker/anomalías , Ratas Zucker/metabolismo
8.
J Vis Exp ; (190)2022 12 16.
Artículo en Inglés | MEDLINE | ID: mdl-36591981

RESUMEN

Positron emission tomography (PET) and computed tomography (CT) are among the most employed diagnostic imaging techniques, and both serve in understanding cardiac function and metabolism. In preclinical research, dedicated scanners with high sensitivity and high spatio-temporal resolution are employed, designed to cope with the demanding technological requirements posed by the small heart size and very high heart rates of mice and rats. In this paper, a bimodal cardiac PET/CT imaging protocol for experimental mouse and/or rat models of cardiac diseases is described, from animal preparation and image acquisition and reconstruction to image processing and visualization. In particular, the 18F-labeled fluorodeoxyglucose ([18F]FDG)-PET scan allows for the measurement and visualization of glucose metabolism in the different segments of the left ventricle (LV). Polar maps are convenient tools to display this information. The CT part consists of a time-resolved 3D reconstruction of the entire heart (4D-CT) using retrospective gating without electrocardiography (ECG) leads, allowing the morphofunctional evaluation of the LV and the subsequent quantification of the most important cardiac function parameters, such as ejection fraction (EF) and stroke volume (SV). Using an integrated PET/CT scanner, this protocol can be executed within the same anesthesia induction without the need to reposition the animal between different scanners. Hence, PET/CT can be seen as a comprehensive tool for the morphofunctional and metabolic evaluation of the heart in several small animal models of cardiac diseases.


Asunto(s)
Cardiopatías , Tomografía Computarizada por Tomografía de Emisión de Positrones , Animales , Ratas , Estudios Retrospectivos , Tomografía de Emisión de Positrones/métodos , Fluorodesoxiglucosa F18 , Cardiopatías/diagnóstico por imagen
9.
Metabolites ; 11(12)2021 Nov 26.
Artículo en Inglés | MEDLINE | ID: mdl-34940559

RESUMEN

Maternal high-fat diet (HFD) affects metabolic and immune development. We aimed to characterize the effects of maternal HFD, and the subsequent diet-normalization of the mothers during a second pregnancy, on the liver and thymus metabolism in their offspring, in minipigs. Offspring born to high-fat (HFD) and normal diet (ND) fed mothers were studied at week 1 and months 1, 6, 12 of life. Liver and thymus glucose uptake (GU) was measured with positron emission tomography during hyperinsulinemic-isoglycemia. Histological analyses were performed to quantify liver steatosis, inflammation, and hepatic hematopoietic niches (HHN), and thymocyte size and density in a subset. The protocol was repeated after maternal-diet-normalization in the HFD group. At one week, HFDoff were characterized by hyperglycemia, hyperinsulinemia, severe insulin resistance (IR), and high liver and thymus GU, associating with thymocyte size and density, with elevated weight-gain, liver IR, and steatosis in the first 6 months of life. Maternal diet normalization reversed thymus and liver hypermetabolism, and increased HHN at one week. It also normalized systemic insulin-sensitivity and liver fat content at all ages. Instead, weight-gain excess, hyperglycemia, and hepatic IR were still observed at 1 month, i.e., end-lactation. We conclude that intra-uterine HFD exposure leads to time-changing metabolic and immune-correlated abnormalities. Maternal diet-normalization reversed most of the effects in the offspring.

10.
Nutrients ; 13(10)2021 Sep 28.
Artículo en Inglés | MEDLINE | ID: mdl-34684436

RESUMEN

Metabolic-associated fatty liver disease is a major cause of chronic pathologies, of which maternal obesity is a frequent risk factor. Gut wall and microbiota, visceral fat, and liver form a pre-systemic network for substrates and pro-inflammatory factors entering the body, undergoing accelerated maturation in early-life when the weaning reaction, i.e., a transitory inflammatory condition, affects lifelong health. We aimed to characterize organ metabolism in the above network, in relation to weaning reaction and maternal obesity. Weaning or 6-months-old offspring of high-fat-diet and normal-diet fed dams underwent in vivo imaging of pre-/post-systemic glucose uptake and tissue radiodensity in the liver, visceral fat, and intestine, a liver histology, and microbiota and metabolic pathway analyses. Weaning mice showed the dominance of gut Clostridia and Bacteroidia members, overexpressing pathways of tissue replication and inflammation; adulthood increased proneness to steatohepatitis, and Desulfovibrio and RF39 bacteria, and lipopolysaccharide, bile acid, glycosaminoglycan, and sphingolipid metabolic pathways. In vivo imaging could track organ maturation, liver inflammation, and protective responses. A maternal high-fat diet amplified the weaning reaction, elevating liver glucose uptake, triglyceride levels, and steatohepatitis susceptibility along the lifespan. The visceral network establishes a balance between metabolism and inflammation, with clear imaging biomarkers, and crucial modulation in the weaning time window.


Asunto(s)
Tejido Adiposo/metabolismo , Dieta Alta en Grasa , Retroalimentación Fisiológica , Tracto Gastrointestinal/metabolismo , Hígado/metabolismo , Fenómenos Fisiologicos Nutricionales Maternos , Efectos Tardíos de la Exposición Prenatal , Destete , Factores de Edad , Animales , Biomarcadores , Susceptibilidad a Enfermedades , Metabolismo Energético , Femenino , Microbioma Gastrointestinal , Inmunohistoquímica , Redes y Vías Metabólicas , Ratones , Especificidad de Órganos , Tomografía Computarizada por Tomografía de Emisión de Positrones , Embarazo
11.
Int J Mol Sci ; 20(15)2019 Jul 25.
Artículo en Inglés | MEDLINE | ID: mdl-31349607

RESUMEN

Molecular mechanisms governing cell fate decision events in bone marrow mesenchymal stromal cells (MSC) are still poorly understood. Herein, we investigated the homeobox gene Prep1 as a candidate regulatory molecule, by adopting Prep1 hypomorphic mice as a model to investigate the effects of Prep1 downregulation, using in vitro and in vivo assays, including the innovative single cell RNA sequencing technology. Taken together, our findings indicate that low levels of Prep1 are associated to enhanced adipogenesis and a concomitant reduced osteogenesis in the bone marrow, suggesting Prep1 as a potential regulator of the adipo-osteogenic differentiation of mesenchymal stromal cells. Furthermore, our data suggest that in vivo decreased Prep1 gene dosage favors a pro-adipogenic phenotype and induces a "browning" effect in all fat tissues.


Asunto(s)
Regulación de la Expresión Génica , Proteínas de Homeodominio/genética , Células Madre Mesenquimatosas/citología , Células Madre Mesenquimatosas/metabolismo , Adipogénesis/genética , Tejido Adiposo/diagnóstico por imagen , Tejido Adiposo/metabolismo , Animales , Médula Ósea/diagnóstico por imagen , Médula Ósea/metabolismo , Diferenciación Celular/genética , Biología Computacional/métodos , Perfilación de la Expresión Génica , Secuenciación de Nucleótidos de Alto Rendimiento , Proteínas de Homeodominio/metabolismo , Ratones , Osteogénesis/genética , Análisis de la Célula Individual , Microtomografía por Rayos X
12.
JACC Cardiovasc Imaging ; 11(12): 1750-1755, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-29153568

RESUMEN

OBJECTIVES: The aim of this study was to investigate the consequences of maternal overweight on cardiac development in offspring in infants (short term) and minipigs (short and longer term). BACKGROUND: The epidemic of overweight involves pregnant women. The uterine environment affects organ development, modulating disease susceptibility. Offspring of obese mothers have higher rates of cardiovascular events and mortality. METHODS: Echocardiography was performed in infants born to lean and overweight mothers at birth and at 3, 6, and 12 months of age. In minipigs born to mothers fed a high-fat diet or a normal diet, cardiac development (echocardiography, histology), glucose metabolism and perfusion (positron emission tomography), triglyceride and glycogen content, and myocardial enzymes regulating metabolism (mass spectrometry) were determined from birth to adulthood. RESULTS: In neonates, maternal overweight, especially in the last trimester, predicted a thicker left ventricular posterior wall at birth (4.1 ± 0.3 vs. 3.3 ± 0.2 mm; p < 0.05) and larger end-diastolic and stroke volumes at 1 year. Minipigs born to mothers fed a high-fat diet showed greater left ventricular mass (p = 0.0001), chambers (+100%; p < 0.001), stroke volume (+75%; p = 0.001), cardiomyocyte nuclei (+28%; p = 0.02), glucose uptake, and glycogen accumulation at birth (+100%; p < 0.005), with lower levels of oxidative enzymes, compared with those born to mothers fed a normal diet. Subsequently, they developed myocardial insulin resistance and glycogen depletion. Late adulthood showed elevated heart rate (111 ± 5 vs. 84 ± 8 beats/min; p < 0.05) and ejection fraction and deficient fatty acid oxidative enzymes. CONCLUSIONS: Neonatal changes in cardiac morphology were explained by late-trimester maternal body mass index; myocardial glucose overexposure seen in minipigs can justify early human findings. Longer term effects in minipigs consisted of myocardial insulin resistance, enzymatic alterations, and hyperdynamic systolic function.


Asunto(s)
Ganancia de Peso Gestacional , Cardiopatías/etiología , Obesidad/complicaciones , Efectos Tardíos de la Exposición Prenatal , Animales , Modelos Animales de Enfermedad , Metabolismo Energético , Femenino , Cardiopatías/diagnóstico por imagen , Cardiopatías/metabolismo , Cardiopatías/fisiopatología , Humanos , Lactante , Recién Nacido , Resistencia a la Insulina , Masculino , Miocitos Cardíacos/metabolismo , Obesidad/fisiopatología , Embarazo , Porcinos , Porcinos Enanos , Factores de Tiempo , Función Ventricular Izquierda , Remodelación Ventricular
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