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Zhao R, Wang W, Zhang W, Lu J, Liu Y, Guo J, Yang L, Zhang Z, He C, Gu X, Wang B. Effects of genetically proxied statins on diabetic nephropathy and retinopathy: a Mendelian randomization study. Sci Rep 2024; 14:16885. [PMID: 39043809 PMCID: PMC11266622 DOI: 10.1038/s41598-024-67800-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 07/16/2024] [Indexed: 07/25/2024] Open
Abstract
There is no reliable causal evidence for the effect of statins on diabetic nephropathy (DN) and diabetic retinopathy (DR), and the results of previous observational studies are contradictory. Genetic variants linked to low-density lipoprotein cholesterol (LDL-C) from a UK biobank genome-wide association study and located within a 100kb window around HMGCR were used to proxy statins, comparing with PCSK9 inhibitors (control). DN and DR genome-wide association study summary statistics were obtained from the FinnGen study. Secondary MR analyses and NHANES cross-sectional data were used for validation. Drug-target Mendelian randomization (MR) was applied to investigate the association between the genetically proxied inhibition of HMGCR and PCSK9 with DN and DR, p < 0.0125 was considered significant after Bonferroni Correction. To triangulate the findings, genetic variants of whole blood-derived targets gene expression (cis-eQTL) and plasma-derived protein (cis-pQTL) levels were used to perform secondary MR analyses and data from the National Health and Nutrition Examination Survey were used for cross-sectional analysis. Genetically proxied inhibition of HMGCR was associated with higher risks of DN and DR (DN: OR = 1.79, p = 0.01; DR: OR = 1.41, p = 0.004), while no such association was found for PCSK9. Secondary MR analyses confirmed these associations. Cross-sectional analysis revealed a positive link between statin use and DR incidence (OR = 1.26, p = 0.03) and a significant negative association with glomerular filtration rate (Beta = - 1.9, p = 0.03). This study provides genetic evidence that genetically proxied inhibition of HMGCR is associated with increased risks of DN/DR, and this effect may not be attributed to their LDL-C-lowering properties. For patients with diabetic dyslipidemia, PCSK9 inhibitors may be a preferable alternative.
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Affiliation(s)
- Ran Zhao
- Institute of Information on Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China
- National Data Center of Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - WeiLi Wang
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China.
| | - Wen Zhang
- Science and Technology Collaborating Center for Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - JiaPeng Lu
- National Clinical Research Center for Cardiovascular Diseases, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yi Liu
- Science and Technology Collaborating Center for Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Jing Guo
- Science and Technology Collaborating Center for Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Lu Yang
- The Second Clinical College, Guangzhou University of Chinese Medicine, Guangdong, China
| | - ZeDan Zhang
- The Second Clinical College, Guangzhou University of Chinese Medicine, Guangdong, China
| | - Chang He
- Institute of Information on Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China
- National Data Center of Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - XinYi Gu
- Experimental Research Center, China Academy of Chinese Medical Sciences, Beijing, China
| | - Bin Wang
- Institute of Information on Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China.
- National Data Center of Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China.
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Wang X, Cao L, Tang J, Deng J, Hao E, Bai G, Tang PL, Yang J, Li H, Yao L, He C, Hou X. Research on the Mechanism and Material Basis of Corn ( Zea mays L.) Waste Regulating Dyslipidemia. Pharmaceuticals (Basel) 2024; 17:868. [PMID: 39065719 PMCID: PMC11279488 DOI: 10.3390/ph17070868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 06/13/2024] [Accepted: 06/21/2024] [Indexed: 07/28/2024] Open
Abstract
Corn (Zea mays L.) is an essential gramineous food crop. Traditionally, corn wastes have primarily been used in feed, harmless processing, and industrial applications. Except for corn silk, these wastes have had limited medicinal uses. However, in recent years, scholars have increasingly studied the medicinal value of corn wastes, including corn silk, bracts, husks, stalks, leaves, and cobs. Hyperlipidemia, characterized by abnormal lipid and/or lipoprotein levels in the blood, is the most common form of dyslipidemia today. It is a significant risk factor for atherosclerosis and can lead to cardiovascular and cerebrovascular diseases if severe. According to the authors' literature survey, corn wastes play a promising role in regulating glucose and lipid metabolism. This article reviews the mechanisms and material basis of six different corn wastes in regulating dyslipidemia, aiming to provide a foundation for the research and development of these substances.
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Affiliation(s)
- Xiaodong Wang
- Guangxi Key Laboratory of Efficacy Study on Chinese Materia Medica, Guangxi University of Chinese Medicine, Nanning 530011, China; (X.W.)
- Faculty of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Lewei Cao
- Faculty of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Jiajun Tang
- Faculty of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Jiagang Deng
- Guangxi Key Laboratory of Efficacy Study on Chinese Materia Medica, Guangxi University of Chinese Medicine, Nanning 530011, China; (X.W.)
- Guangxi Collaborative Innovation Center of Study on Functional Ingredients of Agricultural Residues, Guangxi University of Chinese Medicine, Nanning 530011, China
- Guangxi Key Laboratory of TCM Formulas Theory and Transformation for Damp Diseases, Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Erwei Hao
- Guangxi Key Laboratory of Efficacy Study on Chinese Materia Medica, Guangxi University of Chinese Medicine, Nanning 530011, China; (X.W.)
- Guangxi Collaborative Innovation Center of Study on Functional Ingredients of Agricultural Residues, Guangxi University of Chinese Medicine, Nanning 530011, China
- Guangxi Key Laboratory of TCM Formulas Theory and Transformation for Damp Diseases, Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Gang Bai
- State Key Laboratory of Medicinal Chemical Biology, Nankai University, Tianjin 300071, China
| | - Pei Ling Tang
- Department of Bioscience, Faculty of Applied Sciences, Tunku Abdul Rahman University of Management and Technology, Kuala Lumpur 50250, Malaysia
| | - Jieyi Yang
- Guangxi Key Laboratory of Efficacy Study on Chinese Materia Medica, Guangxi University of Chinese Medicine, Nanning 530011, China; (X.W.)
- Guangxi Collaborative Innovation Center of Study on Functional Ingredients of Agricultural Residues, Guangxi University of Chinese Medicine, Nanning 530011, China
- Guangxi Key Laboratory of TCM Formulas Theory and Transformation for Damp Diseases, Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Huaying Li
- Guangxi Key Laboratory of Efficacy Study on Chinese Materia Medica, Guangxi University of Chinese Medicine, Nanning 530011, China; (X.W.)
- Faculty of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Lihao Yao
- Guangxi Key Laboratory of Efficacy Study on Chinese Materia Medica, Guangxi University of Chinese Medicine, Nanning 530011, China; (X.W.)
- Faculty of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Cuiwei He
- Guangxi Key Laboratory of Efficacy Study on Chinese Materia Medica, Guangxi University of Chinese Medicine, Nanning 530011, China; (X.W.)
- Faculty of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530011, China
- Guangxi Collaborative Innovation Center of Study on Functional Ingredients of Agricultural Residues, Guangxi University of Chinese Medicine, Nanning 530011, China
| | - Xiaotao Hou
- Guangxi Key Laboratory of Efficacy Study on Chinese Materia Medica, Guangxi University of Chinese Medicine, Nanning 530011, China; (X.W.)
- Faculty of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530011, China
- Guangxi Collaborative Innovation Center of Study on Functional Ingredients of Agricultural Residues, Guangxi University of Chinese Medicine, Nanning 530011, China
- Guangxi Key Laboratory of TCM Formulas Theory and Transformation for Damp Diseases, Guangxi University of Chinese Medicine, Nanning 530011, China
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Zhao N, Yu X, Zhu X, Song Y, Gao F, Yu B, Qu A. Diabetes Mellitus to Accelerated Atherosclerosis: Shared Cellular and Molecular Mechanisms in Glucose and Lipid Metabolism. J Cardiovasc Transl Res 2024; 17:133-152. [PMID: 38091232 DOI: 10.1007/s12265-023-10470-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 11/23/2023] [Indexed: 02/28/2024]
Abstract
Diabetes is one of the critical independent risk factors for the progression of cardiovascular disease, and the underlying mechanism regarding this association remains poorly understood. Hence, it is urgent to decipher the fundamental pathophysiology and consequently provide new insights into the identification of innovative therapeutic targets for diabetic atherosclerosis. It is now appreciated that different cell types are heavily involved in the progress of diabetic atherosclerosis, including endothelial cells, macrophages, vascular smooth muscle cells, dependence on altered metabolic pathways, intracellular lipids, and high glucose. Additionally, extensive studies have elucidated that diabetes accelerates the odds of atherosclerosis with the explanation that these two chronic disorders share some common mechanisms, such as endothelial dysfunction and inflammation. In this review, we initially summarize the current research and proposed mechanisms and then highlight the role of these three cell types in diabetes-accelerated atherosclerosis and finally establish the mechanism pinpointing the relationship between diabetes and atherosclerosis.
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Affiliation(s)
- Nan Zhao
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Capital Medical University, 10 You'anmen Outer West 1st Street, Beijing, 100069, China
| | - Xiaoting Yu
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Capital Medical University, 10 You'anmen Outer West 1st Street, Beijing, 100069, China
| | - Xinxin Zhu
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Capital Medical University, 10 You'anmen Outer West 1st Street, Beijing, 100069, China
| | - Yanting Song
- Department of Pathology, Beijing Anzhen Hospital Affiliated to Capital Medical University, Beijing, 100029, China
| | - Fei Gao
- Department of Cardiology, Beijing Anzhen Hospital Affiliated to Capital Medical University, Beijing, 100029, China
| | - Baoqi Yu
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Capital Medical University, 10 You'anmen Outer West 1st Street, Beijing, 100069, China.
- Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing, 100069, China.
| | - Aijuan Qu
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Capital Medical University, 10 You'anmen Outer West 1st Street, Beijing, 100069, China.
- Key Laboratory of Remodeling-Related Cardiovascular Diseases, Ministry of Education, Beijing, 100069, China.
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Zuo F, Wang Y, Xu X, Ding R, Tang W, Sun Y, Wang X, Zhang Y, Wu J, Xie Y, Liu M, Wang Z, Yi F. CCDC92 deficiency ameliorates podocyte lipotoxicity in diabetic kidney disease. Metabolism 2024; 150:155724. [PMID: 37952690 DOI: 10.1016/j.metabol.2023.155724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 10/17/2023] [Accepted: 11/03/2023] [Indexed: 11/14/2023]
Abstract
BACKGROUND AND AIMS Podocyte injury is considered as the most important early event contributing to diabetic kidney disease (DKD). Recent findings provide new insights into the roles of lipids and lipid-modulating proteins as key determinants of podocyte function in health and kidney disease. CCDC92, a novel member of coiled-coil domain-containing protein family, was indicated relevant to lipid metabolism, coronary heart disease and type 2 diabetes. However, the expression pattern and role of CCDC92 in the kidney is not clear. This study was designed to elucidate the contribution of CCDC92 in the pathogenesis of DKD. METHODS Sections with a pathological diagnosis of different classes of DKD, including subjects with mild DKD (class II, n = 6), subjects with moderate DKD (class III, n = 6) or subjects with severe DKD (class IV, n = 6), and control samples (n = 12) were detected for the expression level of CCDC92 and lipid accumulation. Two types of diabetic mice model (db/db and HFD/STZ) in podocyte-specific Ccdc92 knockout background were generated to clarify the role of CCDC92 in podocyte lipotoxicity. RESULTS The level of CCDC92 was increased in renal biopsies sections from patients with DKD, which was correlated with eGFR and lipid accumulation in glomeruli. In animal studies, CCDC92 were also induced in the kidney from two independent diabetic models, especially in podocytes. Podocyte-specific deletion of Ccdc92 ameliorated podocyte injury and ectopic lipid deposition under diabetic condition. Mechanically, CCDC92 promoted podocyte lipotoxicity, at least in part through ABCA1 signaling-mediated lipid homeostasis. CONCLUSION Our studies demonstrates that CCDC92 acts as a novel regulator of lipid homeostasis to promote podocyte injury in DKD, suggesting that CCDC92 might be a potential biomarker of podocyte injury in DKD, and targeting CCDC92 may be an effective innovative therapeutic strategy for patients with DKD.
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Affiliation(s)
- Fuwen Zuo
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China
| | - Youzhao Wang
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China
| | - Xinlei Xu
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China
| | - Ruihao Ding
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China
| | - Wei Tang
- Department of Pathogenic Biology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China
| | - Yu Sun
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China
| | - Xiaojie Wang
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China
| | - Yan Zhang
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China
| | - Jichao Wu
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China
| | - Yusheng Xie
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China
| | - Min Liu
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China.
| | - Ziying Wang
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China.
| | - Fan Yi
- Department of Pharmacology, School of Basic Medical Sciences, Shandong University, Jinan 250012, China; National Key Laboratory for Innovation and Transformation of Luobing Theory, Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education and Chinese Ministry of Health, Qilu Hospital, Shandong University, Jinan 250012, China.
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Laakso M, Fernandes Silva L. Statins and risk of type 2 diabetes: mechanism and clinical implications. Front Endocrinol (Lausanne) 2023; 14:1239335. [PMID: 37795366 PMCID: PMC10546337 DOI: 10.3389/fendo.2023.1239335] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 08/29/2023] [Indexed: 10/06/2023] Open
Abstract
Statins are widely used to prevent cardiovascular disease events. Cardiovascular diseases and type 2 diabetes are tightly connected since type 2 diabetes is a major risk factor for cardiovascular diseases. Additionally, cardiovascular diseases often precede the development of type 2 diabetes. These two diseases have common genetic and environmental antecedents. Statins are effective in the lowering of cardiovascular disease events. However, they have also important side effects, including an increased risk of type 2 diabetes. The first study reporting an association of statin treatment with the risk of type 2 diabetes was the WOSCOPS trial (West of Scotland Coronary Prevention Study) in 2001. Other primary and secondary cardiovascular disease prevention studies as well as population-based studies have confirmed original findings. The purpose of our review is to examine and summarize the most important findings of these studies as well as to describe the mechanisms how statins increase the risk of type 2 diabetes.
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Affiliation(s)
- Markku Laakso
- Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio, Finland
- Kuopio University Hospital, Kuopio, Finland
| | - Lilian Fernandes Silva
- Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio, Finland
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Akash MSH, Shahid M, Suhail S, Rehman K, Nadeem A, Mir TM. Tetra-ARMS PCR analysis of angiotensinogen AGT T174M (rs4762) genetic polymorphism in diabetic patients: a comprehensive study. Front Endocrinol (Lausanne) 2023; 14:1240291. [PMID: 37693342 PMCID: PMC10485609 DOI: 10.3389/fendo.2023.1240291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 08/02/2023] [Indexed: 09/12/2023] Open
Abstract
Background and purpose Hypertension (HTN) is a multifactorial chronic disease that poses a significant global health burden and is associated with increased mortality rates. It often coexists with other conditions, such as cardiovascular, liver, and renal diseases, and has a strong association with diabetes mellitus. Insulin resistance and endothelial dysfunction commonly occur in individuals with both HTN and type 2 diabetes mellitus (T2DM). Genetic factors, along with environmental and pathological factors, play a role in the development of HTN. Recent studies have revealed the influence of single nucleotide polymorphisms (SNPs) in various genes on HTN. In this study, we aimed to investigate the genetic polymorphism of angiotensinogen (AGT) T174M (rs4762) and its association with HTN in diabetic patients. Methods A total of 300 participants were enrolled in this study and divided into three groups: control, hypertensive, and hypertensive diabetic. Blood samples were collected, and predetermined biochemical parameters were assessed. Genotyping of the AGT T174M (rs4762) gene was conducted using Tetra ARMS PCR with specific primers. Results The study findings revealed a significant association between AGT T174M (rs4762) genotype and HTN in diabetic patients within the Pakistani population. The C/T genotype of AGT T174M (rs4762) was found to be significant in both the hypertensive and hypertensive diabetic participants compared to the control group. This genotype was identified as a risk factor for developing HTN in both the hypertensive and hypertensive diabetic participants. Conclusion This study demonstrates a significant association between AGT T174M (rs4762) genetic polymorphism and HTN in diabetic patients. The C/T genotype of AGT T174M (rs4762) may serve as a potential marker for identifying individuals at risk of developing HTN, specifically in the hypertensive and hypertensive diabetic populations. Further research is warranted to elucidate the underlying mechanisms and validate these findings in larger cohorts.
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Affiliation(s)
| | - Momina Shahid
- Department of Pharmacy, The University of Faisalabad, Faisalabad, Pakistan
| | - Shaleem Suhail
- Department of Pharmacy, University of Chenab, Gujrat, Pakistan
| | - Kanwal Rehman
- Department of Pharmacy, The Women University, Multan, Pakistan
| | - Ahmed Nadeem
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Tahir Maqbool Mir
- National Center for Natural Products Research, School of Pharmacy, University of Mississippi, Oxford, MS, United States
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Park JB, Avolio A. Arteriosclerosis and Atherosclerosis Assessment in Clinical Practice: Methods and Significance. Pulse (Basel) 2023; 11:1-8. [PMID: 37404379 PMCID: PMC10315159 DOI: 10.1159/000530616] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 03/24/2023] [Indexed: 07/06/2023] Open
Abstract
Alongside cancer, cardiovascular disease (CVD) exhibits the highest rates of morbidity and mortality globally, in western society as well as in Asian countries. Aging is a serious problem for the Asian population as progression toward a super-aged society is moving at a remarkably high rate. This increased rate of aging leads to increased CVD risk and, consequently, high CVD incidence. However, aging is not the only deleterious factor of vascular problems; hypertension, hypercholesterolemia, diabetes mellitus, and kidney disease may induce atherosclerosis and arteriosclerosis (i.e., arterial stiffening), and the progression of these diseases ultimately leads to cardiovascular, cerebrovascular, chronic kidney, or peripheral artery disease. Despite the existence of several guidelines on the treatment of risk factors such as hypertension and CVD, there is still an ongoing debate regarding the clinical need for assessment of arteriosclerosis and atherosclerosis, which act as a bridge between cardiovascular risk factors and CVD. In other words, although arteriosclerosis and atherosclerosis are essential to our understanding of vascular diseases, the need for additional tests beyond the conventional diagnosis method remains disputed. This is presumably due to insufficient discussion on how to apply such tests in clinical practice. This study aimed to fill this gap.
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Affiliation(s)
- Jeong Bae Park
- JB Lab and Clinic and Department of Precision Medicine and Biostatistics, Yonsei University, Wonju College of Medicine, Seoul, Republic of Korea
| | - Alberto Avolio
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
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Iskandar NP, Reddy AJ, Dang A, Ghauri MS, Min M, Bachir M, Bachir A, Wagh H, Tak N, Brahmbhatt H. An Examination of Clopidogrel in the Treatment of Coronary Microvascular Disease. Cureus 2022; 14:e28406. [PMID: 36171852 PMCID: PMC9509004 DOI: 10.7759/cureus.28406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/25/2022] [Indexed: 11/05/2022] Open
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Gao J, Lu J, Qiu J, Sun D, Xu B, Wang Z, Lei T. CTRP4
is Associated with Coronary Artery Disease in Patients with type 2 diabetes. J Diabetes Investig 2022; 13:1723-1731. [PMID: 35598316 PMCID: PMC9533036 DOI: 10.1111/jdi.13842] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 05/15/2022] [Accepted: 05/20/2022] [Indexed: 11/29/2022] Open
Abstract
Aims/Introduction To evaluate the correlation of circulating C1q tumor necrosis factor‐related protein 4 (CTRP4) with coronary artery disease (CAD) in type 2 diabetes mellitus patients. Methods A total of 240 individuals with type 2 diabetes mellitus were enrolled in our center between January 2020 and December 2020. They were assigned into two groups, including the CAD and non‐CAD groups, based on coronary angiography or computed tomography angiography findings. Serum CTRP4 levels were detected by an enzyme‐linked immunosorbent assay kit. The association of CTRP4 with CAD was determined by logistic regression analysis. The predictive value of CTRP4 for CAD was calculated by receiver operating characteristic curve analysis. Results Median serum CTRP4 amounts were markedly elevated in the CAD group in comparison with the non‐CAD group (10.37 vs 3.75 ng/mL, P < 0.01). Binary logistic regression showed that CTRP4 was associated with CAD and even the amount of coronary artery lesions (P < 0.05). In receiver operating characteristic curve analysis, the area under the receiver operating characteristic curve was greater for CTRP4 compared with HbA1c or CRP (0.87 vs 0.74, 0.87 vs 0.80, P < 0.01). The area under the curve for CTRP4 and glycated hemoglobin in combination was larger than that obtained for CTRP4 combined with CRP (0.91 vs 0.87, P < 0.01). According to the maximum Youden index criteria, the optimal cut‐off of CTRP4 was 5.42 ng/mL, which yielded a sensitivity of 84.4% and a specificity of 76.7% in predicting CAD in type 2 diabetes mellitus patients. Conclusions Serum CTRP4 levels are positively correlated with CAD occurrence and severity. Combining CTRP4 and glycated hemoglobin has a better predictive value for CAD in type 2 diabetes mellitus patients.
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Affiliation(s)
- Jie Gao
- Department of Endocrinology, Putuo Hospital Shanghai University of Traditional Chinese Medicine Shanghai China
| | - Jun Lu
- Department of Endocrinology, Putuo Hospital Shanghai University of Traditional Chinese Medicine Shanghai China
| | - Junhui Qiu
- Department of Endocrinology, Putuo Hospital Shanghai University of Traditional Chinese Medicine Shanghai China
- Shanghai Putuo Central School of Clinical Medicine Anhui Medical University
| | - Dusang Sun
- Department of Endocrinology, Putuo Hospital Shanghai University of Traditional Chinese Medicine Shanghai China
| | - Bilin Xu
- Department of Endocrinology, Putuo Hospital Shanghai University of Traditional Chinese Medicine Shanghai China
| | - Zhihua Wang
- Department of Cardiology, Putuo Hospital Shanghai University of Traditional Chinese Medicine Shanghai China
| | - Tao Lei
- Department of Endocrinology, Putuo Hospital Shanghai University of Traditional Chinese Medicine Shanghai China
- Shanghai Putuo Central School of Clinical Medicine Anhui Medical University
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Banik SK, Baishya S, Das Talukdar A, Choudhury MD. Network analysis of atherosclerotic genes elucidates druggable targets. BMC Med Genomics 2022; 15:42. [PMID: 35241081 PMCID: PMC8893053 DOI: 10.1186/s12920-022-01195-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 08/18/2021] [Indexed: 11/22/2022] Open
Abstract
Background Atherosclerosis is one of the major causes of cardiovascular disease. It is characterized by the accumulation of atherosclerotic plaque in arteries under the influence of inflammatory responses, proliferation of smooth muscle cell, accumulation of modified low density lipoprotein. The pathophysiology of atherosclerosis involves the interplay of a number of genes and metabolic pathways. In traditional translation method, only a limited number of genes and pathways can be studied at once. However, the new paradigm of network medicine can be explored to study the interaction of a large array of genes and their functional partners and their connections with the concerned disease pathogenesis. Thus, in our study we employed a branch of network medicine, gene network analysis as a tool to identify the most crucial genes and the miRNAs that regulate these genes at the post transcriptional level responsible for pathogenesis of atherosclerosis. Result From NCBI database 988 atherosclerotic genes were retrieved. The protein–protein interaction using STRING database resulted in 22,693 PPI interactions among 872 nodes (genes) at different confidence score. The cluster analysis of the 872 genes using MCODE, a plug-in of Cytoscape software revealed a total of 18 clusters, the topological parameter and gene ontology analysis facilitated in the selection of four influential genes viz., AGT, LPL, ITGB2, IRS1 from cluster 3. Further, the miRNAs (miR-26, miR-27, and miR-29 families) targeting these genes were obtained by employing MIENTURNET webtool. Conclusion Gene network analysis assisted in filtering out the 4 probable influential genes and 3 miRNA families in the pathogenesis of atherosclerosis. These genes, miRNAs can be targeted to restrict the occurrence of atherosclerosis. Given the importance of atherosclerosis, any approach in the understanding the genes involved in its pathogenesis can substantially enhance the health care system. Supplementary Information The online version contains supplementary material available at 10.1186/s12920-022-01195-y.
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Affiliation(s)
- Sheuli Kangsa Banik
- Department of Life Science and Bioinformatics, Assam University, Silchar, India
| | - Somorita Baishya
- Department of Life Science and Bioinformatics, Assam University, Silchar, India
| | - Anupam Das Talukdar
- Department of Life Science and Bioinformatics, Assam University, Silchar, India
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Su Y, Guan P, Li D, Hang Y, Ye X, Han L, Lu Y, Bai X, Zhang P, Hu W. Intermedin attenuates macrophage phagocytosis via regulation of the long noncoding RNA Dnm3os/miR-27b-3p/SLAMF7 axis in a mouse model of atherosclerosis in diabetes. Biochem Biophys Res Commun 2021; 583:35-42. [PMID: 34717123 DOI: 10.1016/j.bbrc.2021.10.038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 10/08/2021] [Accepted: 10/16/2021] [Indexed: 12/25/2022]
Abstract
Atherosclerosis in diabetes is a leading cause of cardiovascular complications. Intermedin (IMD) is a calcitonin peptide that is known to inhibit macrophage phagocytosis in atherosclerosis, but the exact mechanism is unclear. We investigate genes that are differentially expressed in response to IMD in hyperglycemic conditions and determine whether they delay the progression of atherosclerosis. An atherosclerotic and diabetic-murine model was generated in 8-week-old male ApoE-/- mice receiving streptozotocin and a high-fat diet. The mouse model was treated with IMD and the expression levels of NF-κB, Dnm3os, miR-27b-3p, and SLAMF7 were detected in plaque tissue and macrophages cultured with high glucose concentrations. Phagocytosis was determined by oxidized-low-density lipoprotein (Ox-LDL) uptake and the interactions among Dnm3os, SLAMF7 and miR-27b-3p were assessed by dual-luciferase reporter assays. The expression of NF-κB, Dnm3os, and SLAMF7 was enhanced in atherosclerotic plaques but decreased by IMD. The suppression of Dnm3os reduced plaque formation in IMD-treated mice even further whereas increased by miR-27b-3p. Dnm3os and SLAMF7 were competitively bind to miR-27b-3p in vivo. In vitro, ox-LDL uptake is elevated in macrophages cultured in hyperglycemic conditions but reduced by IMD. Dual-luciferase assays indicate that Dnm3os positively regulates SLAMF7 through miR-27b-3p expression. In conclusion, Dnm3os is involved in macrophage phagocytosis through the competitive binding of SLAMF7 with miR-27b-3p. IMD induces the suppression of Dnm3os to inhibit macrophage phagocytosis and alleviate atherosclerosis in diabetes.
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Affiliation(s)
- Yanling Su
- Department of Cardiology, Minhang Hospital, Fudan University, Shanghai, China
| | - Ping Guan
- Department of Cardiology, Minhang Hospital, Fudan University, Shanghai, China
| | - Dandan Li
- Department of Cardiology, Minhang Hospital, Fudan University, Shanghai, China
| | - Yanwen Hang
- Department of Cardiology, Minhang Hospital, Fudan University, Shanghai, China
| | - Xiaomiao Ye
- Department of Cardiology, Minhang Hospital, Fudan University, Shanghai, China
| | - Lu Han
- Department of Cardiology, Minhang Hospital, Fudan University, Shanghai, China
| | - Yi Lu
- Department of Cardiology, Minhang Hospital, Fudan University, Shanghai, China
| | - Xiaolu Bai
- Department of Cardiology, Minhang Hospital, Fudan University, Shanghai, China
| | - Peng Zhang
- Department of Cardiology, Minhang Hospital, Fudan University, Shanghai, China.
| | - Wei Hu
- Department of Cardiology, Minhang Hospital, Fudan University, Shanghai, China.
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Liu Y, Sakolish C, Chen Z, Phan DTT, Bender RHF, Hughes CCW, Rusyn I. Human in vitro vascularized micro-organ and micro-tumor models are reproducible organ-on-a-chip platforms for studies of anticancer drugs. Toxicology 2020; 445:152601. [PMID: 32980478 PMCID: PMC7606810 DOI: 10.1016/j.tox.2020.152601] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 08/30/2020] [Accepted: 09/22/2020] [Indexed: 12/16/2022]
Abstract
Angiogenesis is a complex process that is required for development and tissue regeneration and it may be affected by many pathological conditions. Chemicals and drugs can impact formation and maintenance of the vascular networks; these effects may be both desirable (e.g., anti-cancer drugs) or unwanted (e.g., side effects of drugs). A number of in vivo and in vitro models exist for studies of angiogenesis and endothelial cell function, including organ-on-a-chip microphysiological systems. An arrayed organ-on-a-chip platform on a 96-well plate footprint that incorporates perfused microvessels, with and without tumors, was recently developed and it was shown that survival of the surrounding tissue was dependent on delivery of nutrients through the vessels. Here we describe a technology transfer of this complex microphysiological model between laboratories and demonstrate that reproducibility and robustness of these tissue chip-enabled experiments depend primarily on the source of the endothelial cells. The model was highly reproducible between laboratories and was used to demonstrate the advantages of the perfusable vascular networks for drug safety evaluation. As a proof-of-concept, we tested Fluorouracil (1-1,000 μM), Vincristine (1-1,000 nM), and Sorafenib (0.1-100 μM), in the perfusable and non-perfusable micro-organs, and in a colon cancer-containing micro-tumor model. Tissue chip experiments were compared to the traditional monolayer cultures of endothelial or tumor cells. These studies showed that human in vitro vascularized micro-organ and micro-tumor models are reproducible organ-on-a-chip platforms for studies of anticancer drugs. The data from the 3D models confirmed advantages of the physiological environment as compared to 2D cell cultures. We demonstrated how these models can be translated into practice by verifying that the endothelial cell source and passage are critical elements for establishing a perfusable model.
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Affiliation(s)
- Yizhong Liu
- Interdisciplinary Faculty of Toxicology, College Station, TX, 77843, United States; Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, 77843, USA
| | - Courtney Sakolish
- Interdisciplinary Faculty of Toxicology, College Station, TX, 77843, United States; Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, 77843, USA
| | - Zunwei Chen
- Interdisciplinary Faculty of Toxicology, College Station, TX, 77843, United States; Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, 77843, USA
| | - Duc T T Phan
- Departments of Molecular Biology and Biochemistry, USA
| | | | - Christopher C W Hughes
- Departments of Molecular Biology and Biochemistry, USA; Biomedical Engineering, University of California, Irvine, Irvine, CA, 92697, USA
| | - Ivan Rusyn
- Interdisciplinary Faculty of Toxicology, College Station, TX, 77843, United States; Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, 77843, USA.
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13
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Zhu Y, Li Q, Jiang H. Gut microbiota in atherosclerosis: focus on trimethylamine N-oxide. APMIS 2020; 128:353-366. [PMID: 32108960 PMCID: PMC7318354 DOI: 10.1111/apm.13038] [Citation(s) in RCA: 85] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Accepted: 11/26/2019] [Indexed: 12/25/2022]
Abstract
The increasing prevalence of cardiovascular diseases cannot adequately be explained by traditional risk factors. Recently, accumulating evidence has suggested that gut microbiota‐derived numerous metabolites are contributors to atherosclerotic events. Among them, the role of trimethylamine N‐oxide (TMAO) in promoting atherosclerosis has gained attention. TMAO is reported to exert the proatherogenic effects by impacting on the traditional risk factors of atherosclerosis and is associated with high risk of cardiovascular events. Besides that, TMAO is involved in the complex pathological processes of atherosclerotic lesion formation, such as endothelial dysfunction, platelet activation and thrombus generation. In light of these promising findings, TMAO may serve as a potential target for atherosclerosis prevention and treatment, which is conceptually novel, when compared with existing traditional treatments. It is likely that regulating TMAO production and associated gut microbiota may become a promising strategy for the anti‐atherosclerosis therapy.
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Affiliation(s)
- Yingqian Zhu
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Qingqing Li
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Hua Jiang
- Department of Geriatrics, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
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14
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Genkel VV, Shaposhnik II. Conceptualization of Heterogeneity of Chronic Diseases and Atherosclerosis as a Pathway to Precision Medicine: Endophenotype, Endotype, and Residual Cardiovascular Risk. Int J Chronic Dis 2020; 2020:5950813. [PMID: 32099839 PMCID: PMC7038435 DOI: 10.1155/2020/5950813] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 12/30/2019] [Accepted: 02/05/2020] [Indexed: 12/22/2022] Open
Abstract
The article discusses modern approaches to the conceptualization of pathogenetic heterogeneity in various branches of medical science. The concepts of endophenotype, endotype, and residual cardiovascular risk and the scope of their application in internal medicine and cardiology are considered. Based on the latest results of studies of the genetic architecture of atherosclerosis, five endotypes of atherosclerosis have been proposed. Each of the presented endotypes represents one or another pathophysiological mechanism of atherogenesis, having an established genetic substrate, a characteristic panel of biomarkers, and a number of clinical features. Clinical implications and perspectives for the study of endotypes of atherosclerosis are briefly reviewed.
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Affiliation(s)
- Vadim V. Genkel
- Department of Internal Medicine, Federal State Budgetary Educational Institution of Higher Education “South-Ural State Medical University” of the Ministry of Healthcare of the Russian Federation, Vorovskogo St. 64, 454092 Chelyabinsk, Russia
| | - Igor I. Shaposhnik
- Department of Internal Medicine, Federal State Budgetary Educational Institution of Higher Education “South-Ural State Medical University” of the Ministry of Healthcare of the Russian Federation, Vorovskogo St. 64, 454092 Chelyabinsk, Russia
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15
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Abstract
PURPOSE OF REVIEW Diabetes mellitus (DM) has become a rising epidemic in the last century, more pressing in the last few decades with the exponential rise of obesity, and has become one of the leading causes of death worldwide. RECENT FINDINGS Genetic variants have also been a new field of epidemiology research to determine the underlying genetic component of those risk factors and the association of DM with CVD. In light of its significant prevalence, patients remain unaware of their disease progression that arises from genetic and metabolic risk factors. As compared to non-diabetics, those with type 2 DM carry a higher mortality risk from cardiovascular disease (CVD) across different ethnicity groups and sex. The most common cardiovascular manifestations in those with DM include heart failure, peripheral arterial disease, and coronary heart disease. Although DM does predispose patients to CVD, it in fact is not a risk equivalent, but carries significant heterogeneity in risk for CVD.
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Affiliation(s)
- Diana Glovaci
- Department of Medicine, Heart Disease Prevention Program, Division of Cardiology, University of California, C240 Medical Sciences, Irvine, CA, 92697, USA.
| | - Wenjun Fan
- Department of Medicine, Heart Disease Prevention Program, Division of Cardiology, University of California, C240 Medical Sciences, Irvine, CA, 92697, USA
| | - Nathan D Wong
- Department of Medicine, Heart Disease Prevention Program, Division of Cardiology, University of California, C240 Medical Sciences, Irvine, CA, 92697, USA
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Yuan T, Yang T, Chen H, Fu D, Hu Y, Wang J, Yuan Q, Yu H, Xu W, Xie X. New insights into oxidative stress and inflammation during diabetes mellitus-accelerated atherosclerosis. Redox Biol 2019; 20:247-260. [PMID: 30384259 PMCID: PMC6205410 DOI: 10.1016/j.redox.2018.09.025] [Citation(s) in RCA: 380] [Impact Index Per Article: 76.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 09/12/2018] [Accepted: 09/29/2018] [Indexed: 02/06/2023] Open
Abstract
Oxidative stress and inflammation interact in the development of diabetic atherosclerosis. Intracellular hyperglycemia promotes production of mitochondrial reactive oxygen species (ROS), increased formation of intracellular advanced glycation end-products, activation of protein kinase C, and increased polyol pathway flux. ROS directly increase the expression of inflammatory and adhesion factors, formation of oxidized-low density lipoprotein, and insulin resistance. They activate the ubiquitin pathway, inhibit the activation of AMP-protein kinase and adiponectin, decrease endothelial nitric oxide synthase activity, all of which accelerate atherosclerosis. Changes in the composition of the gut microbiota and changes in microRNA expression that influence the regulation of target genes that occur in diabetes interact with increased ROS and inflammation to promote atherosclerosis. This review highlights the consequences of the sustained increase of ROS production and inflammation that influence the acceleration of atherosclerosis by diabetes. The potential contributions of changes in the gut microbiota and microRNA expression are discussed.
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Affiliation(s)
- Ting Yuan
- The School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan Province 646000, China
| | - Ting Yang
- The School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan Province 646000, China
| | - Huan Chen
- The School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan Province 646000, China.
| | - Danli Fu
- The School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan Province 646000, China
| | - Yangyang Hu
- The School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan Province 646000, China
| | - Jing Wang
- The School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan Province 646000, China
| | - Qing Yuan
- The School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan Province 646000, China
| | - Hong Yu
- The School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan Province 646000, China
| | - Wenfeng Xu
- The School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan Province 646000, China
| | - Xiang Xie
- The School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan Province 646000, China.
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