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Production and activity of matrix metalloproteinases during liver fibrosis progression of chronic hepatitis C patients

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World Journal of Hepatology 2021年第2期13卷 218-232页

作者： Moises Martinez-Castillo Abigail Hernandez-Barragan Ivonne Flores-Vasconcelos Marina Galicia-Moreno Dorothy Rosique-Oramas Jose Luis Perez-Hernandez Fatima Higuera-De la Tijera Eduardo E Montalvo-Jave Aldo Torre-Delgadillo Paula Cordero-Perez Linda Muñoz-Espinosa David Kershenobich gabriela gutierrez-reyes Liver Pancreas and Motility LaboratoryUnit of Experimental MedicineSchool of MedicineGeneral Hospital of MexicoUniversidad Nacional Autonoma de MexicoMexico City 06726Mexico Department of Molecular Biology and Genomics Institute of Molecular Biology in Medicine and Gene TherapyHealth Science University CenterUniversity of GuadalajaraGuadalajara 06726Mexico Department of Gastroenterology General Hospital of Mexico“Dr.Eduardo Liceaga”Mexico City 06726Mexico Department of General Surgery General Hospital of Mexico“Dr.Eduardo Liceaga”School of MedicineUniversidad Nacional Autonoma de MexicoMexico City 06726Mexico Hepatology and Liver Transplant National Institute of Medical Sciences and Nutrition“Salvador Zubirán”Mexico City 06726Mexico University Hospital“Dr.JoséEleuterio González ”Autonomous University of Nuevo LeonMonterrey 06726Mexico

BACKGROUND Matrix metalloproteinases(MMPs)participate in the degradation of extracellular matrix compounds,maintaining the homeostasis between fibrogenesis and fibrolytic processes in the liver.However,there are few studies on the regulation of liver MMPs in fibrosis progression in humans.AIM To assess the production activity and regulation of matrix metalloproteinases in liver fibrosis stages in chronic hepatitis C(CHC).METHODS A prospective,cross-sectional,multicenter study was conducted.CHC patients were categorized in fibrosis grades through FibroTest®and/or FibroScan®.Serum MMP-2,-7,and-9 were determined by western blot and multiplex suspension array assays.Differences were validated by the Kruskal-Wallis and Mann-Whitney U tests.The Spearman correlation coefficient and area under the receiver operating characteristic curve were calculated.Collagenolytic and gelatinase activity was determined through the Azocoll substrate and zymogram test,whereas tissue inhibitor of metalloproteinase-1 production was determined by dot blot assays.RESULTS Serum concentrations of the MMPs evaluated were higher in CHC patients than in healthy subjects.MMP-7 distinguished early and advanced stages,with a correlation of 0.32(P<0.001),and the area under the receiver operating characteristic displayed moderate sensitivity and specificity for MMP-7 in F4(area under the receiver operating characteristic,0.705;95%confidence interval:0.605-0.805;P<0.001).Collagenolytic activity was detected at F0 and F1,whereas gelatinase activity was not detected at any fibrosis stage.Tissue inhibitor of metalloproteinase-1 determination showed upregulation in F0 and F1 but downregulation in F2(P<0.001).CONCLUSION High concentrations of inactive MMPs were present in the serum of CHC patients,reflecting the impossibility to restrain liver fibrosis progression.MMPs could be good diagnostic candidates and therapeutic targets for improving novel strategies to reverse liver fibrosis in CHC.

关键词： Extracellular matrix Matrix metalloproteinases Liver fibrosis Chronic hepatitis C Fibrogenesis Fibrolysis

Unilateral rNurr1-V5 transgene expression in nigral dopaminergic neurons mitigates bilateral neuropathology and behavioral deficits in parkinsonian rats withα-synucleinopathy

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Neural Regeneration Research 2024年第9期19卷 2057-2067页

作者： Bismark Gatica-Garcia Michael J.Bannon Irma Alicia Martínez-Dávila Luis O.Soto-Rojas David reyes-Corona Lourdes Escobedo Minerva Maldonado-Berny ME gutierrez-Castillo Armando J.Espadas-Alvarez Manuel A.Fernandez-Parrilla Juan U.Mascotte-Cruz CP Rodríguez-Oviedo Irais E.Valenzuela-Arzeta Claudia Luna-Herrera Francisco E.Lopez-Salas Jaime Santoyo-Salazar Daniel Martinez-Fong Departamento de Fisiología Biofísica y NeurocienciasCentro de Investigación y de Estudios AvanzadosCiudad de MéxicoMéxico Department of Pharmacology Wayne State University School of MedicineDetroitMIUSA Laboratorio de Patogénesis Molecular Carrera Médico CirujanoFacultad de Estudios Superiores IztacalaUniversidad Nacional Autónoma de MéxicoTlalnepantla de BazMéxico Red de Medicina para la Educación y Desarrollo y la Investigación Científica de Iztacala(Red MEDICI) Carrera Médico CirujanoFacultad de Estudios Superiores IztacalaUniversidad Nacional Autónoma de MéxicoTlalnepantla de BazMéxico Nanoparticle Therapy Institute AguascalientesMéxico Departamento de Biociencias e Ingeniería Centro Interdisciplinario de Investigaciones y Estudios sobre Medio Ambiente y DesarrolloInstituto Politécnico NacionalCiudad de MéxicoMéxico Escuela Nacional de Medicina y Homeopatía Instituto Politécnico NacionalCiudad de MéxicoMéxico Departamento de Fisiología Escuela Nacional de Ciencias BiológicasInstituto Politécnico NacionalCiudad de MéxicoMéxico Departamento de Biología Molecular y Biotecnología Instituto de Investigaciones BiomédicasUniversidad Nacional Autónoma de MéxicoCiudad de MéxicoMéxico Departamento de Física Centro de Investigación y de Estudios AvanzadosCiudad de MéxicoMéxico Programa de Nanociencias y Nanotecnología Centro de Investigación y de Estudios AvanzadosCiudad de MéxicoMéxico

Parkinsonism by unilateral,intranigralβ-sitosterolβ-D-glucoside administration in rats is distinguished in that theα-synuclein insult begins unilaterally but spreads bilaterally and increases in severity over time,thus replicating several clinical features of Parkinson’s disease,a typicalα-synucleinopathy.As Nurr1 repressesα-synuclein,we evaluated whether unilateral transfected of rNurr1-V5 transgene via neurotensin-polyplex to the substantia nigra on day 30 after unilateralβ-sitosterolβ-D-glucoside lesion could affect bilateral neuropathology and sensorimotor deficits on day 30 post-transfection.This study found that rNurr1-V5 expression but not that of the green fluorescent protein(the negative control)reducedβ-sitosterolβ-D-glucoside-induced neuropathology.Accordingly,a bilateral increase in tyrosine hydroxylase-positive cells and arborization occurred in the substantia nigra and increased tyrosine hydroxylase-positive ramifications in the striatum.In addition,tyrosine hydroxylase-positive cells displayed less senescence markerβ-galactosidase and more neuron-cytoskeleton markerβIII-tubulin and brain-derived neurotrophic factor.A significant decrease in activated microglia(positive to ionized calcium-binding adaptor molecule 1)and neurotoxic astrocytes(positive to glial fibrillary acidic protein and complement component 3)and increased neurotrophic astrocytes(positive to glial fibrillary acidic protein and S100 calcium-binding protein A10)also occurred in the substantia nigra.These effects followed the bilateral reduction inα-synuclein aggregates in the nigrostriatal system,improving sensorimotor behavior.Our results show that unilateral rNurr1-V5 transgene expression in nigral dopaminergic neurons mitigates bilateral neurodegeneration(senescence and loss of neuron-cytoskeleton and tyrosine hydroxylase-positive cells),neuroinflammation(activated microglia,neurotoxic astrocytes),α-synuclein aggregation,and sensorimotor deficits.Increased neurotrophic astrocytes and brain-derived neurotrophic factor can mediate t

关键词： A1 astrocytes A2 astrocytes gene therapy microglia motor deficits nanoparticles neurodegeneration neuroinflammation senescence α-synuclein aggregates

Shared-role of vegetation types,elevation and soil affecting plant diversity in an old-tropical mountain hotspot

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Journal of Mountain Science 2023年第7期20卷 1842-1853页

作者： Priscilla P.LOIOLA Leonor Patrícia Cerdeira MORELLATO Maria gabriela gutierrez CAMARGO Vitor A.KAMIMURA Jacqueline S.MATTOS Annia Susin STREHER Soizig LE STRADIC Department of Biodiversity Laboratory of PhenologySão Paulo State University(UNESP)Av 24A 151513506-900Rio ClaroSão PauloBrazil Instituto Tecnológico Vale(ITV) R.Boaventura da Silva955BelémPará66055-090Brazil Laboratory of Evolutionary Ecology and Plant Genomics Department of Plant BiologyInstitute of BiologyUniversity of CampinasBrazil Earth Observation and Geoinformatics Division National Institute for Space Research(INPE)São Josédos CamposBrazil French National Institute for Agriculture Foodand Environment(INRAE)UMR 1202 INRAE/Univ Bordeaux-BIOGECOParisFrance

Despite the exceptional species richness and endemism,the environmental drivers of plant diversity along old tropical mountains remain underexplored.The respective importance of vegetation types,elevation,slope,and soil to drive diversity across life-forms is poorly addressed.Here,we tested whether environmental variables drove local and regional plant diversity along an old tropical mountain according to the three main life-forms:graminoids,herbaceous and woody species.We sampled all Angiosperm species on 180 plots across five elevations,at the tropical old-mountain region of Serra do Cipó,South-eastern Brazil.We assessed soil,slope,and vegetation types,and calculated richness and beta-diversity,applying generalized least square models,linear mixed-models and partial Mantel tests to test for relationships.Richness of graminoids and herbaceous species increased with greater elevation and more nutrient-impoverished soils,while woody richness showed the inverse pattern.Beta-diversity was primarily driven by species turnover,correlated with elevation and soil and higher in less dominant vegetation types,with unique species.Despite the limited elevational range in these old mountains,it still played an important role in filtering woody species,while fostering graminoid and herbaceous species.Conservation and restoration actions need to foster the high regional diversity supported by the old mountain heterogeneous landscape and the diversity of life-forms,especially the dominant and highly diverse grassy component.

关键词： Beta-diversity Campos rupestres Cerrado Grassland Herbaceous Species turnover

Insecticidal Activity and Physicochemical Characterization of Nanoparticles from Foliar Extract of Capsicum chinense

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Journal of Renewable Materials 2023年第11期11卷 3933-3943页

作者： Arnoldo E.Alfaro-Corres Daniel Gonzalez-Mendoza Esau Ruiz-Sanchez Carlos Ail-Catzin Benjamin Valdez-Salas Federico gutierrez-Miceli Arturo reyes-Ramirez Jacques Fils Pierre Division of Postgraduate Studies and Research Tecnologico Nacional de MéxicoCampus ConkalConkalYucatán97345Mexico Institute of Agricultural Sciences Universidad Autonoma de Baja CaliforniaEjido Nuevo LeonMexicaliBaja California21705Mexico Instituto de Ingeniería Universidad Autónoma de Baja CaliforniaMexicaliBaja California21100Mexico Division of Postgraduate Studies and Research Tecnologico Nacional de MexicoCampus Tuxtla GutierrezTuxtla GutierrezChiapas29050Mexico

This work was carried out to evaluate the insecticidal effect of mono,bi and trimetallic nanoparticles(NPs)from leaf extract of habanero pepper(Capsicum chinense Jacq.)on the red flour beetle(Tribolium castaneum herbst.)and cotton mealybug(Phenacoccus solenopsis Tinsley).The results showed that Cu NPs,Cu/Mn NPs and Zn/Cu NPs had high insecticidal effect against T.castaneum(63%-80% mortality after 96 h).The Cu NPs and Zn/Cu NPs showed also insecticidal effect against P.solenopsis,but to a lesser extent(20%–28% after 96 h).With regards to the physicochemical characterization,Cu NPs had a zeta potential of 21.1 mV,whereas Cu/Mn NPs and Zn/Cu NPs exhibited zeta potentials of 200 mV.The polydispersity index(PDI)values for Cu NPs,Cu/Mn NPs,and Zn/Cu NPs were 10.1,29.16,and 14.34,respectively.The TF-IR spectra of the NPs varied from 600 to 4000 cm−1.The EDX weight percentages showed the presence of Cu(0.29%–2.4%),Mn(1.4%),and Zn(2.6%)in Cu/Mn NPs and Zn/Cu NPs,respectively.

关键词： Phytonanoparticles botanical insecticide pest control agronanotechnology

Tsunami of immunotherapy reaches mesothelioma

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World Journal of Clinical Oncology 2022年第4期13卷 267-275页

作者： Xabier Mielgo-Rubio Ana Cardena gutierrez Veronica Sotelo Pena Maria Virginia Sanchez Becerra Andrea Maria Gonzalez Lopez Adriana Rosero Juan Carlos Trujillo-reyes Felipe Counago Department of Medical Oncology Hospital Universitario Fundacion AlcorconAlcorcon 28922MadridSpain Department of Medical Oncology Hospital Universitario Nuestra Senora de CandelariaSanta Cruz de TenerifeCanarias 38010Spain Department of Medical Oncology Hospital Virgen de La LuzCuenca 16002Spain Department of Medical Oncology Hospital Universitario Del HenaresCoslada 28822MadridSpain Department of Thoracic Surgery Hospital Universitari de la Santa Creu i Sant PauUniversitat Autonoma de BarcelonaBarcelona 08029Spain Department of Radiation Oncology Hospital Universitario Quironsalud MadridPozuelo de Alcorcon 28223MadridSpain Department of Radiation Oncology Hospital La LuzMadrid 28003Spain Medicine Department Universidad Europea de MadridVillaviciosa de Odon 28670MadridSpain

Malignant pleural mesothelioma(MPM) is the most common type of malignant mesothelioma. It is a rare tumor linked to asbestos exposure and is associated with a poor prognosis. Until very recently, patients with advanced or unresectable disease had limited treatment options, primarily based on doublet chemotherapy with cisplatin and pemetrexed. In 2020 and 2021, after more than a decade with no major advances or new drugs, two phase Ⅲ clinical trials published results positioning immunotherapy as a promising option for the first-and second-line treatment of MPM. Immunotherapy has revolutionized the treatment of many cancers and is also showing encouraging results in malignant mesothelioma. Both immune checkpoint inhibition and dual cytotoxic T-lymphocyte–associated antigen 4 and programmed death-ligand 1 pathway blockade resulted in significantly improved overall survival in randomized phase Ⅲ trials. In the Check Mate 743 trial, first-line therapy with nivolumab plus ipilimumab outperformed standard chemotherapy, while in the CONFIRM trial, nivolumab outperformed placebo in patients previously treated with chemotherapy. These two trials represent a major milestone in the treatment of MPM and are set to position immunotherapy as a viable alternative for treatment-naive patients and patients with progressive disease after chemotherapy.

关键词： Mesothelioma Malignant pleural mesothelioma Immunotherapy Immune checkpoint inhibitors Cytotoxic T-lymphocyte–associated antigen 4 Programmed cell death protein 1 Nivolumab Ipilimumab Immunotherapy combo Check Mate 743 CONFIRM

Malnutrition negatively impacts the quality of life of patients with cirrhosis: An observational study

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World Journal of Hepatology 2017年第5期9卷 263-269页

作者： gabriela Rojas-Loureiro Alfredo Servín-Caamano Elizabeth Pérez-reyes Luis Servín-Abad Fátima Higuerade la Tijera Liver Clinic Gastroenterology DepartmentHospital General de México“Dr.Eduardo Liceaga” Internal Medicine Department Hospital General de México“Dr.Eduardo Liceaga” Gastroenterologist at Lakeland Regional Medical Center

AIM To verify how malnutrition is related to health-related quality of life(HRQL) impairment in patients with cirrhosis.METHODS Data was retrospectively abstracted from medical records and obtained by direct interview. We included patients with cirrhosis from any etiology, evaluated at the Liver Clinic from Gastroenterology Department in a tertiary healthcare center, from June 2014 to June 2016. Child-Pugh score, data about complications, and demographic, clinical and anthropometric characteristics of patients were obtained. Nutritional status was evaluated by the Subjective Global Assessment(SGA). HRQL was evaluated through the Chronic Liver Disease Questionnaire. Patients were requested to assess their global HRQL with the following code: 0 = impairment of HRQL, when it was compared with other healthy subjects; 1 = good HRQL, if it was similar to the quality of life of other healthy subjects. To compare the primary outcome between malnourished and well-nourished groups, the χ~2 test, Fisher's exact test or Student's t-test were used, based on the variable type. Associations between predictor variables and deterioration of HRQL were determined by calculating the hazard ratio and 95% confidence interval using Cox proportional hazards regression. RESULTS A total of 127 patients with cirrhosis were included, and the mean age was 54.1 ± 12.3 years-old. According to Child-Pugh scoring, 25(19.7%) were classified as A(compensated), 76(59.8%) as B, and 26(20.5%) as C(B/C = decompensated). According to SGA, 58(45.7%) patients were classified as well-nourished. Sixty-nine patients identified HRQL as good, and 76 patients(59.8%) perceived impairment of their HRQL. Multivariate analysis to determine associations between predictor variables and self-perception of an impairment of HRQL found strong association with malnutrition(P < 0.0001). The most important impaired characteristics in malnourished patients were: Presence of body pain, dyspnea on exertion with daily activities, decreased appetite, generalized weakness, troub

关键词：营养不良主观全球评价生活的健康相关的质量肝硬化长期的肝疾病问询表

Human CD4 ＋ effector T lymphocytes generated upon TCR engagement with self-peptides respond defectively to IL-7 in their transition to memory cells

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Cellular & Molecular Immunology 2013年第3期10卷 261-274页

作者： gabriela Gonzalez-Perez Norma C Segovia Amaranta Rivas-Carvalho Diana P reyes Honorio Torres-Aguilar Sergio R Aguilar-Ruiz Claudine Irles Gloria Soldevila Carmen Sainchez-Torres 1Department of Molecular Biomedicine Centre de Investigacion y de Estudios Avanzados del I.P.N. (CINVESTAV-IPN) Mexico City Mexico Department of Physiology Facultad de Medicina Mexico City Mexico Department of Immunology Institute de Investigaciones Biomedicas Universidad Nacional Autonoma de Mexico (UNAM) Mexico City Mexico

The peripheral repertoire of CD4＋ T lymphocytes contains autoreactive cells that remain tolerant through several mechanisms. However, nonspecific CD4＋ T cells can be activated in physiological conditions as in the course of an ongoing immune response, and their outcome is not yet fully understood. Here, we investigate the fate of human naive CD4＋ lymphocytes activated by dendritic cells （DCs） presenting endogenous self-peptides in comparison with lymphocytes involved in alloresponses. We generated memory cells （Tmem） from primary effectors activated with mature autologous DCs plus interleukin （IL）-2 （Tmauto）, simulating the circumstances of an active immune response, or allogeneic DCs （Tmallo）. Tmem were generated from effector cells that were rested in the absence of antigenic stimuli, with or without IL-7. Tmem were less activated than effectors （demonstrated by CD25 downregulation） particularly with IL-7, suggesting that this cytokine may favour the transition to quiescence. Tmauto and TmaHo showed an effector memory phenotype, and responded similarly to polyclonal and antigen-specific stimuli. Biochemically, IL-7-treated Tma^o were closely related to conventional memory lymphocytes based on Erk-l/2 activation, whereas Tmauto were more similar to effectors. Autologous effectors exhibited lower responses to IL-7 than allogeneic cells, which were reflected in their reduced proliferation and higher cell death. This was not related to IL-7 receptor expression but rather to signalling deficiencies, according to STAT5 activation These results suggest that ineffective responses to IL-7 could impair the transition to memory cells of naive CD4＋ T lymphocytes recognizing self-peptides in the setting of strong costimulation.

关键词： human CD4＋ T cells IL-7 memory self-peptides

Cerebral dopamine neurotrophic factor transfection in dopamine neurons using neurotensin-polyplex nanoparticles reverses 6-hydroxydopamine-induced nigrostriatal neurodegeneration

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Neural Regeneration Research 2022年第4期17卷 854-866页

作者： Manuel A.Fernandez-Parrilla David reyes-Corona Yazmin M.Flores-Martinez Rasajna Nadella Michael J.Bannon Lourdes Escobedo Minerva Maldonado-Berny Jaime Santoyo-Salazar Luis O.Soto-Rojas Claudia Luna-Herrera Jose Ayala-Davila Juan A.Gonzalez-Barrios Gonzalo Flores Maria E.gutierrez-Castillo Armando JEspadas-Alvarez Irma A.Martínez-Dávila Porfirio Nava Daniel Martinez-Fong Departamento de Fisiología Biofísica y NeurocienciasCentro de Investigación y de Estudios AvanzadosCiudad de MéxicoMéxico Programa Institucional de Biomedicina Molecular Escuela Nacional de Medicina y HomeopatíaInstituto Politécnico NacionalCiudad de MéxicoMéxico Department of Biosciences IIIT-SrikakulamRajiv Gandhi University of Knowledge Technologies(RGUKT)Andhra PradeshIndia Department of Pharmacology Wayne State University School of MedicineDetroitMIUSA Departamento de Física Centro de Investigación y de Estudios AvanzadosCiudad de MéxicoMéxico Facultad de Estudios Superiores Iztacala Universidad Nacional Autónoma de MéxicoTlalnepantla de BazEdo.de MéxicoMéxico Departamento de Fisiología Escuela Nacional de Ciencias BiológicasCiudad de MéxicoMéxico Laboratorio de Medicina Genómica Hospital Regional“1°de Octubre”ISSSTECiudad de MéxicoMéxico Laboratorio de Neuropsiquiatría Instituto de FisiologíaBenemérita Universidad Autónoma de PueblaPueblaPueblaMéxico Departamento de Biociencias e Ingeniería Centro Interdisciplinario de Investigaciones y Estudios sobre Medio Ambiente y DesarrolloInstituto Politécnico NacionalCiudad de MéxicoMéxico Programa de Nanociencias y nanotecnología Centro de Investigación y de Estudios AvanzadosCiudad de MéxicoMéxico

Overexpression of neurotrophic factors in nigral dopamine neurons is a promising approach to reverse neurodegeneration of the nigrostriatal dopamine system,a hallmark in Parkinson's disease.The human cerebral dopamine neurotrophic factor(h CDNF)has recently emerged as a strong candidate for Parkinson's disease therapy.This study shows that h CDNF expression in dopamine neurons using the neurotensinpolyplex nanoparticle system reverses 6-hydroxydopamine-induced morphological,biochemical,and behavioral alterations.Three independent electron microscopy techniques showed that the neurotensin-polyplex nanoparticles containing the h CDNF gene,ranging in size from 20 to 150 nm,enabled the expression of a secretable h CDNF in vitro.Their injection in the substantia nigra compacta on day 21 after the 6-hydroxydopamine lesion resulted in detectable h CDNF in dopamine neurons,whose levels remained constant throughout the study in the substantia nigra compacta and striatum.Compared with the lesioned group,tyrosine hydroxylase-positive(TH^(+))nigral cell population and TH+fiber density rose in the substantia nigra compacta and striatum after h CDNF transfection.An increase inβIII-tubulin and growth-associated protein 43 phospho-S41(GAP43 p)followed TH^(+)cell recovery,as well as dopamine and its catabolite levels.Partial reversal(80%)of drugactivated circling behavior and full recovery of spontaneous motor and non-motor behavior were achieved.Brain-derived neurotrophic factor recovery in dopamine neurons that also occurred suggests its participation in the neurotrophic effects.These findings support the potential of nanoparticle-mediated h CDNF gene delivery to develop a disease-modifying treatment against Parkinson's disease.The Institutional Animal Care and Use Committee of Centro de Investigación y de Estudios Avanzados approved our experimental procedures for animal use(authorization No.162-15)on June 9,2019.

关键词： axonal growth brain-derived neurotrophic factor gene delivery nanoparticles neuritogenesis neuronal cytoskeleton neuroregeneration neurorestoration neurotrophic therapy Parkinson's disease reinnervation substantia nigra

A Transactive Energy Model for Smart Metering Systems Using Blockchain

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CSEE Journal of Power and Energy Systems 2021年第5期7卷 943-953页

作者： Juan C.Olivares-Rojas Enrique reyes-Archundia Jose A.gutierrez-Gnecchi Ismael Molina-Moreno Jaime Cerda-Jacobo Arturo Mendez-Patino National Technological Institute of Mexico/Technological Institute of Morelia-Division of Graduate Studies and Research MoreliaMichoacan 58120Mexico. School of Electrical Engineering Michoacan University of San Nicolas de HidalgoMorelia 58030.Mexico

The lowering cost of electricity generation technologies by renewable means has caused the role of end-users to change from being a simple consumer to a producer of their energy.This new role has been called a prosumer and has contributed to modifying electricity markets,by allowing prosumers to merchandize the energy surplus to electricity companies and other prosumers.The fundamental key to any economic transaction is trust between the parties.Recently,new technologies,such as blockchain,are transforming transaction security,and allowing decentralization of the smart power grid.This study presents the development of a transactional model of electrical energy using the infrastructure of smart metering and blockchain systems to allow the commercialization of electrical energy by prosumers.The results show that for the Mexican electricity market,they can he good alternatives hy reducing subsidies and being more profitable than current rates.

关键词： Data visualization fault diagnosis IoT network photovoltaic system wireless remote monitoring