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Pathophysiology of heart failure and an overview of therapies. Cardiovasc Pathol 2022. [DOI: 10.1016/b978-0-12-822224-9.00025-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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2
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Kibble M, Khan SA, Ammad-ud-din M, Bollepalli S, Palviainen T, Kaprio J, Pietiläinen KH, Ollikainen M. An integrative machine learning approach to discovering multi-level molecular mechanisms of obesity using data from monozygotic twin pairs. ROYAL SOCIETY OPEN SCIENCE 2020; 7:200872. [PMID: 33204460 PMCID: PMC7657920 DOI: 10.1098/rsos.200872] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 09/29/2020] [Indexed: 05/19/2023]
Abstract
We combined clinical, cytokine, genomic, methylation and dietary data from 43 young adult monozygotic twin pairs (aged 22-36 years, 53% female), where 25 of the twin pairs were substantially weight discordant (delta body mass index > 3 kg m-2). These measurements were originally taken as part of the TwinFat study, a substudy of The Finnish Twin Cohort study. These five large multivariate datasets (comprising 42, 71, 1587, 1605 and 63 variables, respectively) were jointly analysed using an integrative machine learning method called group factor analysis (GFA) to offer new hypotheses into the multi-molecular-level interactions associated with the development of obesity. New potential links between cytokines and weight gain are identified, as well as associations between dietary, inflammatory and epigenetic factors. This encouraging case study aims to enthuse the research community to boldly attempt new machine learning approaches which have the potential to yield novel and unintuitive hypotheses. The source code of the GFA method is publically available as the R package GFA.
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Affiliation(s)
- Milla Kibble
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK
- Author for correspondence: Milla Kibble e-mail:
| | - Suleiman A. Khan
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - Muhammad Ammad-ud-din
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - Sailalitha Bollepalli
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - Teemu Palviainen
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - Jaakko Kaprio
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Kirsi H. Pietiläinen
- Obesity Research Unit, Helsinki University Central Hospital and University of Helsinki, Helsinki, Finland
| | - Miina Ollikainen
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
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Reho JJ, Guo DF, Rahmouni K. Mechanistic Target of Rapamycin Complex 1 Signaling Modulates Vascular Endothelial Function Through Reactive Oxygen Species. J Am Heart Assoc 2020; 8:e010662. [PMID: 31020916 PMCID: PMC6512105 DOI: 10.1161/jaha.118.010662] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Background The mechanistic target of rapamycin complex 1 (mTORC1) is an important intracellular energy sensor that regulates gene expression and protein synthesis through its downstream signaling components, the S6‐kinase and the ribosomal S6 protein. Recently, signaling arising from mTORC1 has been implicated in regulation of the cardiovascular system with implications for disease. Here, we examined the contribution of mTORC1 signaling to the regulation of vascular function. Methods and Results Activation of mTORC1 pathway in aortic rings with leucine or an adenoviral vector expressing a constitutively active S6‐kinase reduces endothelial‐dependent vasorelaxation in an mTORC1‐dependent manner without affecting smooth muscle relaxation responses. Moreover, activation of mTORC1 signaling in endothelial cells increases reactive oxygen species (ROS) generation and ROS gene expression resulting in a pro‐oxidant gene environment. Blockade of ROS signaling with Tempol restores endothelial function in vascular rings with increased mTORC1 activity indicating a crucial interaction between mTORC1 and ROS signaling. We then tested the role of nuclear factor‐κB transcriptional complex in connecting mTORC1 and ROS signaling in endothelial cells. Blockade of inhibitor of nuclear factor κ‐B kinase subunit β activity with BMS‐345541 prevented the increased ROS generation associated with increased mTORC1 activity in endothelial cells but did not improve vascular endothelial function in aortic rings with increased mTORC1 and ROS signaling. Conclusions These results implicate mTORC1 as a critical molecular signaling hub in the vascular endothelium in mediating vascular endothelial function through modulation of ROS signaling.
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Affiliation(s)
- John J Reho
- 1 Department of Pharmacology University of Iowa Carver College of Medicine Iowa City IA
| | - Deng-Fu Guo
- 1 Department of Pharmacology University of Iowa Carver College of Medicine Iowa City IA
| | - Kamal Rahmouni
- 1 Department of Pharmacology University of Iowa Carver College of Medicine Iowa City IA.,2 Department of Internal Medicine University of Iowa Carver College of Medicine Iowa City IA.,3 Fraternal Order of Eagles Diabetes Research Center University of Iowa Iowa City IA
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Vasoreactivity of isolated aortic rings from dyslipidemic and insulin resistant inducible nitric oxide synthase knockout mice. Eur J Pharmacol 2019; 855:90-97. [DOI: 10.1016/j.ejphar.2019.05.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 04/29/2019] [Accepted: 05/03/2019] [Indexed: 12/13/2022]
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Sclareol-loaded lipid nanoparticles improved metabolic profile in obese mice. Life Sci 2019; 218:292-299. [DOI: 10.1016/j.lfs.2018.12.063] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Revised: 12/28/2018] [Accepted: 12/31/2018] [Indexed: 11/22/2022]
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Chade AR, Hall JE. Role of the Renal Microcirculation in Progression of Chronic Kidney Injury in Obesity. Am J Nephrol 2016; 44:354-367. [PMID: 27771702 DOI: 10.1159/000452365] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND Obesity is largely responsible for the growing incidence and prevalence of diabetes, cardiovascular and renal diseases. Current strategies to prevent and treat obesity and its consequences have been insufficient to reverse the ongoing trends. Lifestyle modification or pharmacological therapies often produce modest weight loss which is not sustained and recurrence of obesity is frequently observed, leading to progression of target organ damage in many obese subjects. Therefore, research efforts have focused not only on the factors that regulate energy balance, but also on understanding mechanisms of target organ injury in obesity. Summary and Key Message: Microvascular (MV) disease plays a pivotal role in progressive kidney injury from different etiologies such as hypertension, diabetes, and atherosclerosis, which are all important consequences of chronic obesity. The MV networks are anatomical units that are closely adapted to specific functions of nutrition and removal of waste in every organ. Damage of the small vessels in several tissues and organs has been reported in obesity and may increase cardio-renal risk. However, the mechanisms by which obesity and its attendant cardiovascular and metabolic consequences interact to cause renal MV injury and chronic kidney disease are still unclear, although substantial progress has been made in recent years. This review addresses potential mechanisms and consequences of obesity-induced renal MV injury as well as current treatments that may provide protection of the renal microcirculation and slow progressive kidney injury in obesity.
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Affiliation(s)
- Alejandro R Chade
- Department of Physiology and Biophysics, Center for Excellence in Cardiovascular-Renal Research, University of Mississippi Medical Center, Jackson, Miss., USA
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Berthiaume J, Kirk J, Ranek M, Lyon R, Sheikh F, Jensen B, Hoit B, Butany J, Tolend M, Rao V, Willis M. Pathophysiology of Heart Failure and an Overview of Therapies. Cardiovasc Pathol 2016. [DOI: 10.1016/b978-0-12-420219-1.00008-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
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Ryder E, Pedreañez A, Vargas R, Peña C, Fernandez E, Diez-Ewald M, Mosquera J. Increased proinflammatory markers and lipoperoxidation in obese individuals: Inicial inflammatory events? Diabetes Metab Syndr 2015; 9:280-286. [PMID: 25470639 DOI: 10.1016/j.dsx.2014.04.022] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND Chronic inflammation associated to obesity increases the risk for developing insulin resistance (IR), hyperglycemia, hypertension and hyperlipidemia. The initial factors involved in generating the inflammatory events in the obesity remain unclear. Therefore, this study was aimed to determine inflammatory and oxidative markers in the blood of obese individuals with normal clinical and biochemical parameters and with or without IR. METHODS Nineteen obese non-diabetic and nine lean subjects were studied for serum levels of TNF-α, IL-1β, adiponectin, angiotensin II, insulin, malondialdehyde (MDA) and the expressions of RAGE (advanced glycation end product receptor), AT1 (Ang II receptor), s100A12 protein (RAGE ligand) and nuclear factor-κB (NF-κB) in circulating mononuclear cells (CMC) by available antibodies and commercial kits. CMC were also cultured to determine pro-inflammatory mediators. RESULTS Insulin was increased in obese subjects with IR. Decreased serum adiponectin in obese individuals and increased TNF-α, IL-1β and CMC bearing RAGE, AT1 and s100A12 in obese individuals without IR were found. High values of serum MDA in obese subjects were observed. Similar TNF-content in cultures from obese and controls, increased cellular IL-1β content in cultures from obese individuals without IR and high content of MDA in supernatants from obese individual cultures were observed. CONCLUSIONS The inflammatory events were mainly observed in obese individuals without IR. The absent of inflammatory events and high levels of insulin in obese subjects with IR, suggest a protector role of insulin for developing inflammatory events. These data can represent initial aspects of the chronic inflammation observed in the obesity.
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Affiliation(s)
- Elena Ryder
- Instituto de Investigaciones Clínicas "Dr. Américo Negrette", Facultad de Medicina, Universidad del Zulia, Maracaibo, Venezuela
| | - Adriana Pedreañez
- Cátedra de Inmunología, Escuela de Bionanalisis, Facultad de Medicina, Universidad del Zulia, Maracaibo, Venezuela
| | - Renata Vargas
- Instituto de Investigaciones Clínicas "Dr. Américo Negrette", Facultad de Medicina, Universidad del Zulia, Maracaibo, Venezuela
| | - Caterina Peña
- Cátedra de Genética, Escuela de Bionanalisis, Facultad de Medicina, Universidad del Zulia, Maracaibo, Venezuela
| | - Erika Fernandez
- Instituto de Investigaciones Clínicas "Dr. Américo Negrette", Facultad de Medicina, Universidad del Zulia, Maracaibo, Venezuela
| | - María Diez-Ewald
- Instituto de Investigaciones Clínicas "Dr. Américo Negrette", Facultad de Medicina, Universidad del Zulia, Maracaibo, Venezuela
| | - Jesús Mosquera
- Instituto de Investigaciones Clínicas "Dr. Américo Negrette", Facultad de Medicina, Universidad del Zulia, Maracaibo, Venezuela.
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Burris HH, Baccarelli AA, Byun HM, Cantoral A, Just AC, Pantic I, Solano-Gonzalez M, Svensson K, Tamayo y Ortiz M, Zhao Y, Wright RO, Téllez-Rojo MM. Offspring DNA methylation of the aryl-hydrocarbon receptor repressor gene is associated with maternal BMI, gestational age, and birth weight. Epigenetics 2015; 10:913-21. [PMID: 26252179 DOI: 10.1080/15592294.2015.1078963] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Prenatal smoke exposure, maternal obesity, aberrant fetal growth, and preterm birth are all risk factors for offspring metabolic syndrome. Cord blood aryl-hydrocarbon receptor repressor (AHRR) DNA methylation is responsive to maternal smoking during pregnancy. AHRR serves not only to inhibit aryl-hydrocarbon receptor (AHR) transcription, which is involved in mediating xenobiotic metabolism, but it is also involved in cell growth and differentiation. Other than maternal smoking, other predictors of offspring AHRR DNA methylation status remain unknown; we sought to identify them among newborns. We enrolled pregnant women in the PROGRESS birth cohort in Mexico City. Using pyrosequencing, we analyzed DNA methylation of 3 CpG sites within the AHRR gene promoter from the umbilical cord blood of 531 infants. We used generalized estimating equations to account for the correlation of DNA methylation between CpG sites. Multivariable models were used to adjust for maternal age, BMI, education, parity, smoke-exposure, infant sex, gestational age, and birth weight-for-gestational age. AHRR DNA methylation was positively associated with maternal BMI (P = 0.0009) and negatively associated with the length of gestation (P < 0.0001) and birth weight-for-gestational age (P < 0.0001). AHRR DNA methylation was 2.1% higher in offspring of obese vs. normal weight mothers and 3.1% higher in preterm vs. term infants, representing a third and a half standard deviation differences in methylation, respectively. In conclusion, offspring AHRR DNA methylation was associated with maternal obesity during pregnancy as well as infant gestational age and birth weight-for-gestational age. Further work to discover the health impacts of altered AHRR DNA methylation is warranted.
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Affiliation(s)
- Heather H Burris
- a Department of Neonatology ; Beth Israel Deaconess Medical Center and Division of Newborn Medicine; Boston Children's Hospital and Harvard Medical School ; Boston , MA USA.,b Department of Environmental Health ; Harvard School of Public Health ; Boston , MA USA
| | - Andrea A Baccarelli
- b Department of Environmental Health ; Harvard School of Public Health ; Boston , MA USA.,c Laboratory of Environmental Epigenetics; Exposure Epidemiology and Risk Program; Harvard School of Public Health ; Boston , MA USA
| | - Hyang-Min Byun
- c Laboratory of Environmental Epigenetics; Exposure Epidemiology and Risk Program; Harvard School of Public Health ; Boston , MA USA.,d Human Nutrition Research Center; Institute of Cellular Medicine, Newcastle University ; Newcastle upon Tyne , UK
| | - Alejandra Cantoral
- e Center for Nutrition and Health Research; National Institute of Public Health ; Cuernavaca , Morelos , Mexico
| | - Allan C Just
- b Department of Environmental Health ; Harvard School of Public Health ; Boston , MA USA
| | - Ivan Pantic
- e Center for Nutrition and Health Research; National Institute of Public Health ; Cuernavaca , Morelos , Mexico
| | - Maritsa Solano-Gonzalez
- e Center for Nutrition and Health Research; National Institute of Public Health ; Cuernavaca , Morelos , Mexico
| | - Katherine Svensson
- f Department of Pediatrics and Preventative Medicine ; Icahn School of Medicine at Mount Sinai ; New York , NY USA
| | - Marcela Tamayo y Ortiz
- e Center for Nutrition and Health Research; National Institute of Public Health ; Cuernavaca , Morelos , Mexico
| | - Yan Zhao
- c Laboratory of Environmental Epigenetics; Exposure Epidemiology and Risk Program; Harvard School of Public Health ; Boston , MA USA
| | - Robert O Wright
- f Department of Pediatrics and Preventative Medicine ; Icahn School of Medicine at Mount Sinai ; New York , NY USA
| | - Martha M Téllez-Rojo
- e Center for Nutrition and Health Research; National Institute of Public Health ; Cuernavaca , Morelos , Mexico
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