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Yu XH, Cao RR, Yang YQ, Zhang L, Lei SF, Deng FY. Systematic evaluation for the causal effects of blood metabolites on osteoporosis: Genetic risk score and Mendelian randomization. Front Public Health 2022; 10:905178. [PMID: 36091497 PMCID: PMC9452842 DOI: 10.3389/fpubh.2022.905178] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Accepted: 08/08/2022] [Indexed: 01/22/2023] Open
Abstract
Purpose Osteoporosis is associated with metabolic alterations, but the causal roles of serum metabolites on osteoporosis have not been identified. Methods Based on the large individual-level datasets from UK Biobank as well as GWAS summary datasets, we first constructed genetic risk scores (GRSs) for 308 of 486 human serum metabolites and evaluated the effect of each GRS on 2 major osteoporosis phenotypes, i.e., estimated bone miner density (eBMD) and fracture, respectively. Then, two-sample Mendelian Randomization (MR) was performed to validate the casual metabolites on osteoporosis. Multivariable MR analysis tested whether the effects of metabolites on osteoporosis are independent of possible confounders. Finally, we conducted metabolic pathway analysis for the metabolites involved in bone metabolism. Results We identified causal effects of 18 metabolites on eBMD and 1 metabolite on fracture with the GRS method after adjusting for multiple tests. Then, 9 of them were further validated with MR as replication, where comprehensive sensitive analyses proved robust of the causal associations. Although not identified in GRS, 3 metabolites were associated with at least three osteoporosis traits in MR results. Multivariable MR analysis determined the independent causal effect of several metabolites on osteoporosis. Besides, 23 bone metabolic pathways were detected, such as valine, leucine, isoleucine biosynthesis (p = 0.053), and Aminoacyl-tRNA biosynthesis (p = 0.076), and D-glutamine and D-glutamate metabolism (p = 0.004). Conclusions The systematic causal analyses strongly suggested that blood metabolites have causal effects on osteoporosis risk.
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Affiliation(s)
- Xing-Hao Yu
- Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Soochow University, Suzhou, China
| | - Rong-Rong Cao
- Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Soochow University, Suzhou, China
| | - Yi-Qun Yang
- Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Soochow University, Suzhou, China
| | - Lei Zhang
- Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Soochow University, Suzhou, China
| | - Shu-Feng Lei
- Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Soochow University, Suzhou, China
| | - Fei-Yan Deng
- Center for Genetic Epidemiology and Genomics, School of Public Health, Medical College of Soochow University, Suzhou, China
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Soochow University, Suzhou, China
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Mahnam K, Shakhsi-Niaei M, Ziaei M, Sweazea KL. In silico evaluation of the downstream effect of mutated glucagon is consistent with higher blood glucose homeostasis in Galliformes and Strigiformes. Gen Comp Endocrinol 2021; 314:113925. [PMID: 34624309 DOI: 10.1016/j.ygcen.2021.113925] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 10/01/2021] [Accepted: 10/01/2021] [Indexed: 11/29/2022]
Abstract
In contrast to mammals, glucagon is reported as a much more potent blood glucose modulator in birds. Interestingly, we have found p.Thr16Ser mutation, a variation in the highly conserved glucagon hormone, in Galliformes as well as Strigiformes. To check the effect of this mutation on the receptor binding of glucagon, we predicted the ancestral glucagon receptor sequence of all available Galliformes and Strigiformes species. Subsequently, we analysed their binding to the mutated and wild type glucagon (ancestral) by molecular dynamics simulation. At first, we made a model of ancestral glucagon receptor and ancestral mutated, and wild type glucagon in the order Galliformes and Strigiformes. Then we performed molecular dynamics for each Galliformes and Strigiformes receptor as well as each glucagon peptide, respectively. The final structures were used for docking simulation of glucagon to their receptors. The results of the docking simulations showed a stronger binding affinity of mutated glucagon to glucagon receptors. Afterward, we obtained blood glucose concentrations of all available Galliformes members, as well as all available members of its only taxonomic neighbour (order Anseriformes) in superorder Galloanserae. Interestingly the p.Thr16Ser mutation could finely cluster these two orders into two groups: higher blood glucose concentration (order Galliformes, 17.64 ± 1.66 mMol/L) and lower blood glucose concentration (order Anseriformes, 11.34 ± 1.11 mMol/L). Strigiformes which carry the mutated glucagon peptide show also high blood glucose concentrations (17.40 ± 1.51 mMol/L). Therefore, the results suggest this mutation, which leads to stronger binding affinity of mutated glucagon to its receptor, may be a driving force for higher blood glucose homeostasis in the related birds.
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Affiliation(s)
- Karim Mahnam
- Department of Biology, Faculty of Basic Sciences, Shahrekord University, Shahrekord, Iran
| | - Mostafa Shakhsi-Niaei
- Department of Genetics, Faculty of Basic Sciences, Shahrekord University, Shahrekord, Iran.
| | - Maryam Ziaei
- Department of Genetics, Faculty of Basic Sciences, Shahrekord University, Shahrekord, Iran
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Tavakoli S, Xiao L. Depletion of Intestinal Microbiome Partially Rescues Bone Loss in Sickle Cell Disease Male Mice. Sci Rep 2019; 9:8659. [PMID: 31209247 PMCID: PMC6572770 DOI: 10.1038/s41598-019-45270-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 05/29/2019] [Indexed: 12/17/2022] Open
Abstract
Osteoporosis or osteopenia are common clinical manifestations of sickle cell disease (SCD) with unclear mechanisms. Since senescence of circulating neutrophil can be modulated by signals derived from intestinal microbiome and neutrophils are abundant in bone marrow and can regulate osteoblasts and osteoclasts, we examined whether gut microbiome contributes to bone loss in SCD mice. SCD and their littermates control mice were treated with antibiotics to deplete gut microbiome. At the end of 7 weeks treatment, serum was collected for biochemistry marker measurements. Bone mass and remodeling were evaluated by dual beam X-ray absorptiometry, micro-computed tomography, and histomorphometry. Bone-related genes in tibia and barrier marker genes in the small intestine were analyzed by quantitative PCR. Antibiotic treatment rescued increased intestinal inflammatory cytokine marker genes (Tnfα, IL17, Ifnγ) expression, rescued decreased intestinal barrier marker genes (claudin 3 and claudin 15) expression, and rescued increased serum cytokines (IFNγ, IL27, IL10) in SCD mice. Antibiotic significantly improved decreased bone mass in SCD mice mainly through enhanced osteoblast function and increased osteoblast-related genes (Runx2 and Igf1) expression in SCD mice. Our findings support that increased bacteria load augments antigenic load traversing the impaired intestinal barrier through inflammation, leading to increased inflammatory cytokines, impaired osteoblast function, and bone loss in SCD mice.
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Affiliation(s)
- Sara Tavakoli
- Department of Medicine, UConn Health, Farmington, CT, 06030, USA
| | - Liping Xiao
- Department of Medicine, UConn Health, Farmington, CT, 06030, USA. .,Department of Psychiatry, UConn Health, Farmington, CT, 06030, USA.
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Mansourian M, Mahnam K, Rajabi HR, Roushani M, Doustimotlagh AH. Exploring the binding mechanism of saccharin and sodium saccharin to promoter of human p53 gene by theoretical and experimental methods. J Biomol Struct Dyn 2019; 38:548-564. [PMID: 30856053 DOI: 10.1080/07391102.2019.1582438] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
In the past few decades, extensive discussions have been on the impact of artificial sweeteners on the risk of cancer. The present study aimed to evaluate the interaction of saccharin (SA) and sodium saccharin (SSA) with the promoter of the human p53 gene. The binding ability was assessed using the spectroscopic technique, molecular docking and molecular dynamics (MD) simulation methods. Free energy of binding has been calculated using Molecular Mechanics/Poisson-Boltzmann Surface Area (MM/PBSA) method. Fluorescence spectra of mentioned gene with concentration profiles of SA and SSA were obtained in a physiological condition. A gradual increase without any significant spectral shift in the fluorescence intensity of around 350 nm was evident, indicating the presence of an interaction between both compounds and gene. The docking results showed that both compounds were susceptible to bind to 5'-DG56DG57-3' nucleotide sequence of gene. Furthermore, the MD simulation demonstrated that the binding positions for SA and SSA were 5'-A1T3T4-3' and 5'-G44T45-3' sequences of gene, respectively. The binding of these sweeteners to gene made significant conformational changes to the DNA structure. Hydrogen and hydrophobic interactions are the major forces in complexes stability. Through the groove binding mode, the non-interactive DNA-binding nature of SSA and SA has been demonstrated by the results of spectrofluorometric and molecular modeling. This study could provide valuable insight into the binding mechanism of SA and its salt with p53 gene promoter as macromolecule at the molecular level in atomistic details. This work can contribute to the possibility of the potential hazard of carcinogenicity of this sweetener and to design and apply new and safer artificial sweeteners. AbbreviationsSASaccharinSSASodium SaccharinPp53gpromoter of human p53 geneMDMolecular dynamicsRMSDRoot-mean-square deviationRMSFRoot-mean-square fluctuationRgRadius of GyrationSASASolvent-Accessible Surface AreaADIAcceptable daily intakeMM/PBSAMolecular Mechanics/Poisson-Boltzmann Surface AreaCommunicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Mahboubeh Mansourian
- Cellular and Molecular Research Center, Yasuj University of Medical Sciences, Yasuj, Iran.,Department of Pharmacology, Faculty of Medicine, Yasuj University of Medical Sciences, Yasuj, I.R. Iran
| | - Karim Mahnam
- Faculty of Science, Department of Biology, Shahrekord University, Shahrekord, Iran.,Nanotechnology Research Center, Shahrekord University, Shahrekord, Iran
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Mahnam K, Foruzandeh S, Mirakhorli N, Saffar B. Experimental and theoretical studies of cadmium ions absorption by a new reduced recombinant defensin. J Biomol Struct Dyn 2017; 36:2004-2014. [PMID: 28617190 DOI: 10.1080/07391102.2017.1340851] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Heavy metal pollutants such as Cd, Hg, Pb, As, and Se are considered as both a global problem and a growing threat to the humanity. Being strongly poisonous to the metal-sensitive enzymes and leading to the growth inhibition and death of organisms, these metals have a toxic impact on the plants and animals. Inducing the metal-binding cysteine-rich peptides such as metallothioneins, phytochelatins, and defensins, higher organisms like plants and animals usually react to the heavy metal stress. In this study, a recombinant defensin protein was expressed in bean and its ability in the cadmium absorption was determined. Experimental studies revealed that this protein was able to absorb cadmium ions in reduced form more than oxide one. Molecular dynamics simulations were carried out in order to evaluation of experimental studies, using a model of Cd2+ or Na+ and Cl- ions enclosed in a fully hydrated simulation box with the recombinant defensin. The theoretical results also suggested that the reduced recombinant defensin was more powerful in the absorption of Cd2+ than its oxide form. The present study is the first report of Cd2+ absorption potential of this new reduced recombinant defensin. The results unraveled that this recombinant defensin can be adopted as a molecular switch in the cadmium pollution of the environment and also the important role of sulfur groups in the absorption of cadmium ions.
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Affiliation(s)
- Karim Mahnam
- a Faculty of Science, Department of Biology , Shahrekord University , Shahrekord , Iran
| | - Samira Foruzandeh
- b Faculty of Agriculture, Department of Plant Breeding and Biotechnology , Shahrekord University , Shahrekord , Iran
| | - Neda Mirakhorli
- b Faculty of Agriculture, Department of Plant Breeding and Biotechnology , Shahrekord University , Shahrekord , Iran
| | - Behnaz Saffar
- c Faculty of Science, Department of Genetics , Shahrekord University , Shahrekord , Iran
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