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1.
Mol Cell Biochem ; 478(5): 1059-1066, 2023 May.
Artículo en Inglés | MEDLINE | ID: mdl-36219354

RESUMEN

High-density lipoprotein (HDL) is an anti-atherosclerotic lipoprotein. Thanks to the activity of apolipoprotein ApoA1, the principal protein component of HDL, this last is responsible for converting cholesterol into ester form and transporting excessive cholesterol to the liver ("reverse cholesterol transport" RCT). When HDL undergoes oxidation, it becomes dysfunctional and proatherogenic. ApoA1 is a target of oxidation, and its alteration affects RCT and contributes to atherosclerosis development. Until now, the mechanism of HDL oxidation is not fully understood and only hydroxyl radicals seem to induce direct oxidation of protein and lipidic components of lipoproteins. Here we demonstrate that superoxide radical, widely produced in early atherosclerosis, directly oxidizes HDL, and as a consequence, ApoA1 undergoes structural alterations impairing its anti-atherosclerotic functions. Our results highlight in an in vitro system the potential mechanism by which O2·- triggers atherosclerotic pathogenesis in vivo. Our study gets the basis for therapeutic approaches focused on the management of superoxide generation in early atherosclerosis onset.


Asunto(s)
Aterosclerosis , Lipoproteínas HDL , Humanos , Superóxidos , Colesterol/metabolismo , Transporte Biológico , Apolipoproteína A-I/metabolismo , HDL-Colesterol
2.
Clin Transl Allergy ; 12(6): e12144, 2022 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-35702725

RESUMEN

Background: Comorbidities are common in chronic inflammatory conditions, requiring multidisciplinary treatment approach. Understanding the link between a single disease and its comorbidities is important for appropriate treatment and management. We evaluate the ability of an NLP-based process for knowledge discovery to detect information about pathologies, patients' phenotype, doctors' prescriptions and commonalities in electronic medical records, by extracting information from free narrative text written by clinicians during medical visits, resulting in the extraction of valuable information and enriching real world evidence data from a multidisciplinary setting. Methods: We collected clinical notes from the Allergy Department of Humanitas Research Hospital written in the last 3 years and used it to look for diseases that cluster together as comorbidities associated to the main pathology of our patients, and for the extent of prescription of systemic corticosteroids, thus evaluating the ability of NLP-based tools for knowledge discovery to extract structured information from free text. Results: We found that the 3 most frequent comorbidities to appear in our clusters were asthma, rhinitis, and urticaria, and that 991 (of 2057) patients suffered from at least one of these comorbidities. The clusters which co-occur particularly often are oral allergy syndrome and urticaria (131 patients), angioedema and urticaria (105 patients), rhinitis and asthma (227 patients). With regards to systemic corticosteroid prescription volume by our clinicians, we found it was lower when compared to the therapy the patients followed before coming to our attention, with the exception of two diseases: Chronic obstructive pulmonary disease and Angioedema. Conclusions: This analysis seems to be valid and is confirmed by the data from the literature. This means that NLP tools could have significant role in many other research fields of medicine, as it may help identify other important, and possibly previously neglected clusters of patients with comorbidities and commonalities. Another potential benefit of this approach lies in its potential ability to foster a multidisciplinary approach, using the same drugs to treat pathologies normally treated by physicians in different branches of medicine, thus saving resources and improving the pharmacological management of patients.

3.
Artículo en Inglés | MEDLINE | ID: mdl-33799509

RESUMEN

Since December 2019, the world has been devastated by the Coronavirus Disease 2019 (COVID-19) pandemic. Emergency Departments have been experiencing situations of urgency where clinical experts, without long experience and mature means in the fight against COVID-19, have to rapidly decide the most proper patient treatment. In this context, we introduce an artificially intelligent tool for effective and efficient Computed Tomography (CT)-based risk assessment to improve treatment and patient care. In this paper, we introduce a data-driven approach built on top of volume-of-interest aware deep neural networks for automatic COVID-19 patient risk assessment (discharged, hospitalized, intensive care unit) based on lung infection quantization through segmentation and, subsequently, CT classification. We tackle the high and varying dimensionality of the CT input by detecting and analyzing only a sub-volume of the CT, the Volume-of-Interest (VoI). Differently from recent strategies that consider infected CT slices without requiring any spatial coherency between them, or use the whole lung volume by applying abrupt and lossy volume down-sampling, we assess only the "most infected volume" composed of slices at its original spatial resolution. To achieve the above, we create, present and publish a new labeled and annotated CT dataset with 626 CT samples from COVID-19 patients. The comparison against such strategies proves the effectiveness of our VoI-based approach. We achieve remarkable performance on patient risk assessment evaluated on balanced data by reaching 88.88%, 89.77%, 94.73% and 88.88% accuracy, sensitivity, specificity and F1-score, respectively.


Asunto(s)
COVID-19 , Humanos , Redes Neurales de la Computación , Medición de Riesgo , SARS-CoV-2 , Tomografía Computarizada por Rayos X
4.
J. physiol. biochem ; 68(4): 541-553, dic. 2012.
Artículo en Inglés | IBECS | ID: ibc-122302

RESUMEN

Apolipoprotein A-I and Apolipoprotein E promote different steps of reverse cholesterol transport, including lecithin-cholesterol acyltransferase stimulation. Our aim was to study the changes in the levels of Apolipoprotein A-I, Apolipoprotein E, and lecithin-cholesterol acyltransferase activity during atherosclerosis progression in rabbits. Quantitative echocardiographic parameters were analyzed in order to evaluate, for the first time, whether atherosclerosis progression in rabbit is associated to apolipoproteins changes and alteration of indices of cardiac function, such as systolic strain and strain rate of the left ventricle. Atherosclerosis was induced by feeding rabbits for 8 weeks with 2 % cholesterol diet. The HDL levels of cholesterol and cholesteryl esters were measured by HPLC. The lecithin-cholesterol acyltransferase activity was evaluated both ex vivo, as cholesteryl esters/cholesterol molar ratio, and in vitro. Apolipoproteins levels were analyzed by ELISA. The HDL levels of cholesterol and cholesteryl esters increased, during treatment, up to 3.7- and 2.5-fold, respectively, compared to control animals. The lecithin-cholesterol acyltransferase activity in vitro was halved after 4 weeks. During cholesterol treatment, Apolipoprotein A-I level significantly decreased, whereas Apolipoprotein E concentration markedly increased. The molar ratio Apolipoprotein E/Apolipoprotein A-I was negatively correlated with the enzyme activity, and positively correlated with both increases in the intima-media thickness of common carotid wall and cardiac dysfunction signs, such as systolic strain and strain rate of the left ventricle (AU)


Asunto(s)
Animales , Conejos , Ésteres del Colesterol/metabolismo , Aterosclerosis/fisiopatología , Apolipoproteínas A , Apolipoproteínas E , Progresión de la Enfermedad , Lecitinas/farmacocinética , Grosor Intima-Media Carotídeo , /fisiopatología
5.
J Physiol Biochem ; 68(4): 541-53, 2012 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-22562159

RESUMEN

Apolipoprotein A-I and Apolipoprotein E promote different steps of reverse cholesterol transport, including lecithin-cholesterol acyltransferase stimulation. Our aim was to study the changes in the levels of Apolipoprotein A-I, Apolipoprotein E, and lecithin-cholesterol acyltransferase activity during atherosclerosis progression in rabbits. Quantitative echocardiographic parameters were analyzed in order to evaluate, for the first time, whether atherosclerosis progression in rabbit is associated to apolipoproteins changes and alteration of indices of cardiac function, such as systolic strain and strain rate of the left ventricle. Atherosclerosis was induced by feeding rabbits for 8 weeks with 2 % cholesterol diet. The HDL levels of cholesterol and cholesteryl esters were measured by HPLC. The lecithin-cholesterol acyltransferase activity was evaluated both ex vivo, as cholesteryl esters/cholesterol molar ratio, and in vitro. Apolipoproteins levels were analyzed by ELISA. The HDL levels of cholesterol and cholesteryl esters increased, during treatment, up to 3.7- and 2.5-fold, respectively, compared to control animals. The lecithin-cholesterol acyltransferase activity in vitro was halved after 4 weeks. During cholesterol treatment, Apolipoprotein A-I level significantly decreased, whereas Apolipoprotein E concentration markedly increased. The molar ratio Apolipoprotein E/Apolipoprotein A-I was negatively correlated with the enzyme activity, and positively correlated with both increases in the intima-media thickness of common carotid wall and cardiac dysfunction signs, such as systolic strain and strain rate of the left ventricle.


Asunto(s)
Apolipoproteína A-I/sangre , Apolipoproteínas E/sangre , Aterosclerosis/enzimología , Ésteres del Colesterol/sangre , Fosfatidilcolina-Esterol O-Aciltransferasa/sangre , Animales , Aorta Torácica/patología , Aterosclerosis/sangre , Aterosclerosis/patología , Aterosclerosis/fisiopatología , HDL-Colesterol/sangre , Progresión de la Enfermedad , Esterificación , Masculino , Miocardio/patología , Placa Aterosclerótica/patología , Conejos , Volumen Sistólico , Túnica Íntima/patología , Función Ventricular
6.
J Pharmacol Exp Ther ; 340(3): 716-22, 2012 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22171091

RESUMEN

The acute-phase protein haptoglobin (Hpt) binds apolipoprotein A-I (ApoA-I) and impairs its action on lecithin-cholesterol acyltransferase, an enzyme that plays a key role in reverse cholesterol transport. We have previously shown that an ApoA-I mimetic peptide, P2a, displaces Hpt from ApoA-I, restoring the enzyme activity in vitro. The aim of this study was to evaluate whether P2a displaces Hpt from ApoA-I in vivo and whether this event leads to anti-inflammatory activity. Mice received subplantar injections of carrageenan. Paw volume was measured before the injection and 2, 4, 6, 24, 48, 72, and 96 h thereafter. At the same time points, concentrations of HDL cholesterol (C) and cholesterol esters (CEs) were measured by high-performance liquid chromatography, and Hpt and ApoA-I plasma levels were evaluated by enzyme-linked immunosorbent assay. Western blotting analysis for nitric-oxide synthase and cyclooxygenase (COX) isoforms was also performed on paw homogenates. CEs significantly decreased in carrageenan-treated mice during edema development and negatively correlated with the Hpt/ApoA-I ratio. P2a administration significantly restored the CE/C ratio. In addition, P2a displayed an anti-inflammatory effect on the late phase of edema with a significant reduction in COX2 expression coupled to an inhibition of prostaglandin E(2) synthesis, implying that, in the presence of P2a, CE/C ratio rescue and edema inhibition were strictly related. In conclusion, the P2a effect is due to its binding to Hpt with consequent displacement of ApoA-I that exerts anti-inflammatory activity. Therefore, it is feasible to design drugs that, by enhancing the physiological endogenous protective role of ApoA-I, may be useful in inflammation-based diseases.


Asunto(s)
Antiinflamatorios/farmacología , Apolipoproteína A-I/farmacología , Ésteres del Colesterol/metabolismo , Péptidos/farmacología , Secuencia de Aminoácidos , Animales , Apolipoproteína A-I/sangre , Ciclooxigenasa 2/genética , Dinoprostona/biosíntesis , Relación Dosis-Respuesta a Droga , Edema/metabolismo , Esterificación , Haptoglobinas/metabolismo , Masculino , Ratones , Datos de Secuencia Molecular , Fosfatidilcolina-Esterol O-Aciltransferasa/fisiología
7.
J Neurochem ; 110(1): 255-63, 2009 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-19457062

RESUMEN

Haptoglobin (Hpt) binds the apolipoprotein (Apo) A-I domain, which is involved in stimulating the enzyme lecithin-cholesterol acyltransferase (LCAT) for cholesterol esterification. This binding was shown to protect ApoA-I against hydroxyl radicals, thus preventing loss of ApoA-I function in enzyme stimulation. In this study, we report that Hpt is also able to bind ApoE. The Hpt binding site on the ApoE structure was mapped by using synthetic peptides, and found homologous to the Hpt binding site of ApoA-I. Hydroxyl radicals promoted in vitro the formation of ApoE-containing adducts which were detected by immunoblotting. Hpt impaired this oxidative modification whereas albumin did not. CSF from patients with multiple sclerosis or subjects without neurodegeneration contains oxidized forms of ApoE and ApoA-I similar to those observed in vitro. CSF was analyzed for its level of ApoA-I, ApoE, Hpt, cholesteryl esters, and unesterified cholesterol. The ratio of esterified with unesterified cholesterol, assumed to reflect the LCAT activity ex vivo, did not correlate with either analyzed protein, but conversely correlated with the ratio [Hpt]/([ApoE]+[ApoA-I]). The results suggest that Hpt might save the function of ApoA-I and ApoE for cholesterol esterification, a process contributing to cholesterol elimination from the brain.


Asunto(s)
Apolipoproteínas E/metabolismo , Química Encefálica/fisiología , Encéfalo/metabolismo , Líquido Cefalorraquídeo/metabolismo , Colesterol/metabolismo , Esterificación/fisiología , Haptoglobinas/metabolismo , Apolipoproteína A-I/química , Apolipoproteína A-I/metabolismo , Apolipoproteínas E/química , Sitios de Unión/fisiología , Líquido Cefalorraquídeo/química , Haptoglobinas/química , Humanos , Immunoblotting , Esclerosis Múltiple/líquido cefalorraquídeo , Esclerosis Múltiple/fisiopatología , Degeneración Nerviosa/líquido cefalorraquídeo , Degeneración Nerviosa/fisiopatología , Neuroquímica/métodos , Unión Proteica/fisiología
8.
Biol Chem ; 389(11): 1421-6, 2008 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-18783334

RESUMEN

The high-density lipoprotein apolipoprotein A-I (ApoA-I) stimulates the enzyme lecithin-cholesterol acyltransferase (LCAT) in the reverse cholesterol transport pathway. Two ApoA-I variants, Zaragoza (L144R) and Zavalla (L159P), are associated with low levels of HDL-cholesterol but normal LCAT activity. Haptoglobin interacts with ApoA-I, impairing LCAT stimulation. Synthetic peptides matching the haptoglobin-binding site of native or variant ApoA-I (native, P2a; variants, Zav-pep and Zar-pep) bound haptoglobin with different activity: Zar-pep>P2a>Zav-pep. They also differently rescued LCAT in vitro activity in the presence of haptoglobin (P2a=Zar-pep>Zav-pep). Therefore, both amino acid conversions affect haptoglobin binding and LCAT regulation. We highlight the role of haptoglobin in LCAT regulation in subjects with ApoA-I variants.


Asunto(s)
Apolipoproteína A-I/genética , Apolipoproteína A-I/metabolismo , Haptoglobinas/metabolismo , Mutación , Secuencia de Aminoácidos , Sitios de Unión , Unión Competitiva , Lipoproteínas HDL/metabolismo , Datos de Secuencia Molecular , Péptidos/síntesis química , Péptidos/química , Péptidos/metabolismo , Péptidos/farmacología , Fosfatidilcolina-Esterol O-Aciltransferasa/antagonistas & inhibidores , Unión Proteica/efectos de los fármacos
9.
Biochemistry ; 46(39): 11158-68, 2007 Oct 02.
Artículo en Inglés | MEDLINE | ID: mdl-17824618

RESUMEN

Apolipoprotein A-I (ApoA-I), a major component of HDL, binds haptoglobin, a plasma protein transporting to liver or macrophages free Hb for preventing hydroxyl radical production. This work aimed to assess whether haptoglobin protects ApoA-I against this radical. Human ApoA-I structure, as analyzed by electrophoresis and MS, was found severely altered by hydroxyl radicals in vitro. Lower alteration of ApoA-I was found when HDL was oxidized in the presence of haptoglobin. ApoA-I oxidation was limited also when the complex of haptoglobin with both high-density lipoprotein and Hb, immobilized on resin beads, was exposed to hydroxyl radicals. ApoA-I function to stimulate cholesterol esterification was assayed in vitro by using ApoA-I-containing liposomes. Decreased stimulation was observed when liposomes oxidized without haptoglobin were used. Conversely, after oxidative stress in the presence of haptoglobin (0.5 microM monomer), the liposome activity did not change. Plasma of carrageenan-treated mice was analyzed by ELISA for the levels of haptoglobin and ApoA-I, and used to isolate HDL for MS analysis. Hydroxyproline-containing fragments of ApoA-I were found associated with low levels of haptoglobin (18 microM monomer), whereas they were not detected when the haptoglobin level increased (34-70 microM monomer). Therefore haptoglobin, when circulating at enhanced levels with free Hb during the acute phase of inflammation, might protect ApoA-I structure and function against hydroxyl radicals.


Asunto(s)
Apolipoproteína A-I/metabolismo , Haptoglobinas/metabolismo , Radical Hidroxilo/metabolismo , Fosfatidilcolina-Esterol O-Aciltransferasa/metabolismo , Animales , Apolipoproteína A-I/sangre , Apolipoproteína C-II/sangre , Apolipoproteína C-II/metabolismo , Apolipoproteínas D/sangre , Apolipoproteínas D/metabolismo , Western Blotting , Cromatografía de Afinidad , Electroforesis en Gel de Poliacrilamida , Humanos , Cinética , Lipoproteínas HDL/sangre , Lipoproteínas HDL/metabolismo , Masculino , Ratones , Oxidación-Reducción , Estrés Oxidativo , Unión Proteica , Espectrometría de Masas en Tándem , Factores de Tiempo
10.
Nitric Oxide ; 14(3): 272-7, 2006 May.
Artículo en Inglés | MEDLINE | ID: mdl-16293429

RESUMEN

S-Nitrosothiols act as carrier and reservoir of nitric oxide (NO), and release NO under stimulation of ascorbate (Asc). Erythrocyte can regenerate Asc from its oxidised products, thus saving this powerful antioxidant. In this paper the effect of donors of NO, superoxide, and peroxynitrite (SpNONOate, KO(2), and SIN-1, respectively) on the erythrocyte production of Asc was investigated. We report here that NO stimulated, while superoxide and peroxynitrite decreased, the Asc recycling. The NO-stimulating effect on the erythrocyte production of Asc was confirmed by using GSNO, a natural occurring S-nitrosothiol, as NO donor. These data highlight a new property of NO, that is the stimulation of erythrocytes for their Asc recycling. Such a property might contribute to regenerate Asc from its oxidised forms, thus preventing its depletion in the circulation. Temperature and pH significantly affected, both in absence and presence of NO, the recycling of Asc by erythrocytes. We propose that a positive feedback, involving the reciprocal stimulation between Asc and S-nitrosothiols, might enhance productions of Asc by erythrocytes and NO release by circulating S-nitrosothiols.


Asunto(s)
Ácido Ascórbico/metabolismo , Eritrocitos/efectos de los fármacos , Donantes de Óxido Nítrico/farmacología , Óxido Nítrico/fisiología , S-Nitrosotioles/farmacología , Adulto , Eritrocitos/metabolismo , Humanos , Concentración de Iones de Hidrógeno , Molsidomina/análogos & derivados , Molsidomina/farmacología , Óxidos de Nitrógeno/farmacología , Espermina/análogos & derivados , Espermina/farmacología , Superóxidos/metabolismo , Superóxidos/farmacología , Temperatura
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