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Dong Q, Dai G, Quan N, Tong Q. Role of natural products in cardiovascular disease. Mol Cell Biochem 2025; 480:733-745. [PMID: 38879838 DOI: 10.1007/s11010-024-05048-3] [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: 04/19/2024] [Accepted: 06/09/2024] [Indexed: 01/03/2025]
Abstract
As the world's aging population increases, cardiovascular diseases (CVDs) associated with aging deserve increasing attention. CVD in association with age is considered a major cause of morbidity and mortality worldwide. In this review, we provide an overview of the key molecular pathways, cellular processes such as autophagy, oxidative stress, inflammatory responses, myocardial remodeling and ischemia-refocused injury that accompany CVD as well as the natural products of targeting these mechanisms and some of the dietary habits that have been studied in cardiovascular-related diseases. The potential preventive and therapeutic avenues resulting from these dietary habits and natural products related to animal models and clinical studies can help us to better understand the processes involved in cardiovascular diseases and provide recommendations to reduce the cardiovascular burden associated with aging heart.
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Affiliation(s)
- Qi Dong
- Department of Cardiovascular Center, The First Hospital of Jilin University, Changchun, 130021, China
| | - Gaoying Dai
- Department of Cardiovascular Center, The First Hospital of Jilin University, Changchun, 130021, China
| | - Nanhu Quan
- Department of Cardiovascular Center, The First Hospital of Jilin University, Changchun, 130021, China.
| | - Qian Tong
- Department of Cardiovascular Center, The First Hospital of Jilin University, Changchun, 130021, China.
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2
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Nassiri Kigloo H, Suarthana E, Montreuil T, Tulandi T. Endometriosis, Anxiety, and Atherosclerosis: A Study of Eight Million Young Hospitalized Women in the USA. Gynecol Obstet Invest 2024:1-8. [PMID: 39496254 DOI: 10.1159/000542049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Accepted: 10/11/2024] [Indexed: 11/06/2024]
Abstract
OBJECTIVE In recent years, several studies have proposed an association between endometriosis and various cardiovascular diseases. Our study evaluated the association between endometriosis and atherosclerosis in patients under 35 years of age using a large population database. DESIGN This was a cross-sectional retrospective population-based study. PARTICIPANTS/MATERIALS, SETTING, METHODS We used the data of more than eight million hospitalized women under 35 years of age who were registered in one of the hospitals participating in the Healthcare Cost and Utilization Project - National Inpatient Sample (HCUP NIS) during the study period of 2007-2014. The prevalence of endometriosis, atherosclerosis, and related conditions was estimated, and logistic regression model was used to examine the association. RESULTS In the period of study of 8,061,754 patients, we noted an upward pattern for the prevalence of atherosclerosis and a downward trend for endometriosis. Adjusting the analysis for sociodemographic characteristics and comorbidities, the probability of being diagnosed with atherosclerosis was 42% higher in patients with endometriosis (odds ratio [OR] = 1.421; 95% confidence interval [CI]: 1.058-1.910); 35% higher in patients with anxiety (OR = 1.352; 95% CI: 1.249-1.464); and three times higher in women with both endometriosis and anxiety (OR = 3.075; 95% CI: 1.969-4.803) compared to women without those conditions. LIMITATIONS In HCUP NIS databases, some information such as the severity of disease, laboratory findings, or medical treatment is not available. CONCLUSION The strong association between endometriosis and atherosclerosis suggests that they may share a similar mechanism possibly endothelial dysfunction related to chronic inflammation. Further studies on the potential role of psychological conditions, such as anxiety, on systemic inflammatory diseases are also deemed timely and important.
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Affiliation(s)
- Hormoz Nassiri Kigloo
- Department of Obstetrics and Gynecology, McGill University, Montréal, Québec, Canada
| | - Eva Suarthana
- Department of Obstetrics and Gynecology, McGill University, Montréal, Québec, Canada
| | - Tina Montreuil
- Department of Psychiatry McGill University, Montréal, Québec, Canada
- Department of Pediatrics McGill University, Montréal, Québec, Canada
| | - Togas Tulandi
- Department of Obstetrics and Gynecology, McGill University, Montréal, Québec, Canada
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He K, Wang Z, Liu M, Du W, Yin T, Bai R, Duan Q, Wang Y, Lei H, Zheng Y. Exploring the Effect of Xiao-Chai-Hu Decoction on Treating Psoriasis Based on Network Pharmacology and Experiment Validation. Curr Pharm Des 2024; 30:215-229. [PMID: 38532341 DOI: 10.2174/0113816128288527240108110844] [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: 10/20/2023] [Accepted: 12/27/2023] [Indexed: 03/28/2024]
Abstract
BACKGROUND Psoriasis is a chronic, inflammatory and recurrent skin disease. Xiao-Chai-Hu Decoction (XCHD) has shown good effects against some inflammatory diseases and cancers. However, the pharmacological effect and mechanisms of XCHD on psoriasis are not yet clear. OBJECTIVE To uncover the effect and mechanisms of XCHD on psoriasis by integrating network pharmacology, molecular docking, and in vivo experiments. METHODS The active ingredients and corresponding targets of XCHD were screened through Traditional Chinese Medicine Systems Pharmacology Database and Analysis (TCMSP) and Traditional Chinese Medicine Integrated Database (TCMID). Differentially expressed genes (DEGs) of psoriasis were obtained from the gene expression omnibus (GEO) database. The XCHD-psoriasis intersection targets were obtained by intersecting XCHD targets, and DEGs were used to establish the "herb-active ingredient-target" network and Protein-Protein Interaction (PPI) Network. The hub targets were identified based on the PPI network by Cytoscape software. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were performed next. Molecular docking was executed via AutoDockTools-1.5.6. Finally, in vivo experiments were carried out further to validate the therapeutic effects of XCHD on psoriasis. RESULTS 58 active components and 219 targets of XCHD were screened. 4 top-active components (quercetin, baicalein, wogonin and kaempferol) and 7 hub targets (IL1B, CXCL8, CCND1, FOS, MMP9, STAT1 and CCL2) were identified. GO and KEGG pathway enrichment analyses indicated that the TNF signaling pathway, IL-17 signaling pathway and several pathways were involved. Molecular docking results indicated that hub genes had a good affinity to the corresponding key compounds. In imiquimod (IMQ)-induced psoriasis mouse models, XCHD could significantly improve psoriasis-like skin lesions, downregulate KRT17 and Ki67, and inhibit inflammation cytokines and VEGF. CONCLUSION XCHD showed the therapeutic effect on psoriasis by regulating keratinocyte differentiation, and suppressing inflammation and angiogenesis, which provided a theoretical basis for further experiments and clinical research.
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Affiliation(s)
- Ke He
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Ziyang Wang
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Meng Liu
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Wenqian Du
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Tingyi Yin
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Ruimin Bai
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Qiqi Duan
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Yuqian Wang
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Hao Lei
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Yan Zheng
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
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Hou Q, Jiang J, Na K, Zhang X, Liu D, Jing Q, Yan C, Han Y. Bioinformatics analyses of potentially common pathogenic networks for primary Sjögren's syndrome complicated with acute myocardial infarction. Sci Rep 2023; 13:19276. [PMID: 37935719 PMCID: PMC10630427 DOI: 10.1038/s41598-023-45896-5] [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: 07/09/2023] [Accepted: 10/25/2023] [Indexed: 11/09/2023] Open
Abstract
Both primary Sjögren's syndrome (pSS) and acute myocardial infarction (AMI) are intricately linked. However, their common mechanism is not fully understood. Herein, we examined the underlying network of molecular action associated with developing this complication. Datasets were downloaded from the GEO database. We performed enrichment and protein-protein interaction analyses and screened key genes. We used external datasets to confirm the diagnostic performance for these hub genes. Transcription factor and microRNA regulatory networks were constructed for the validated hub genes. Finally, drug prediction and molecular docking validation were performed. We identified 62 common DEGs, many of which were enriched regarding inflammation and immune response. 5 DEGs were found as key hub genes (IGSF6, MMP9, S100A8, MNDA, and NCF2). They had high diagnostic performance in external datasets. Functional enrichment of these five hub genes showed that they were associated with the adaptive immune response. The Type 1T helper cell showed the most association among all cell types related to AMI and pSS. We identified 36 common TFs and 49 identical TF-miRNAs. The drugs, including Benzo, dexamethasone, and NADP, were predicted as potential therapeutic agents. Herein, we revealed common networks involving pSS and AMI etiologies. Knowledge of these networks and hub genes can enhance research into their associated mechanism and the development of future robust therapy.
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Affiliation(s)
- Qingbin Hou
- Department of Internal Medicine (Cardiovascular), the Second Clinical Medical College, Shanxi Medical University, Taiyuan, China
- State Key Laboratory of Frigid Zone Cardiovascular Disease, Cardiovascular Research Institute and Department of Cardiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Jinping Jiang
- State Key Laboratory of Frigid Zone Cardiovascular Disease, Cardiovascular Research Institute and Department of Cardiology, General Hospital of Northern Theater Command, Shenyang, China
- Department of Cardiology, Shengjing Hospital Affiliated to China Medical University, Shenyang, China
| | - Kun Na
- State Key Laboratory of Frigid Zone Cardiovascular Disease, Cardiovascular Research Institute and Department of Cardiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Xiaolin Zhang
- State Key Laboratory of Frigid Zone Cardiovascular Disease, Cardiovascular Research Institute and Department of Cardiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Dan Liu
- State Key Laboratory of Frigid Zone Cardiovascular Disease, Cardiovascular Research Institute and Department of Cardiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Quanmin Jing
- State Key Laboratory of Frigid Zone Cardiovascular Disease, Cardiovascular Research Institute and Department of Cardiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Chenghui Yan
- State Key Laboratory of Frigid Zone Cardiovascular Disease, Cardiovascular Research Institute and Department of Cardiology, General Hospital of Northern Theater Command, Shenyang, China.
| | - Yaling Han
- Department of Internal Medicine (Cardiovascular), the Second Clinical Medical College, Shanxi Medical University, Taiyuan, China.
- State Key Laboratory of Frigid Zone Cardiovascular Disease, Cardiovascular Research Institute and Department of Cardiology, General Hospital of Northern Theater Command, Shenyang, China.
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Xiao Y, Powell DW, Liu X, Li Q. Cardiovascular manifestations of inflammatory bowel diseases and the underlying pathogenic mechanisms. Am J Physiol Regul Integr Comp Physiol 2023; 325:R193-R211. [PMID: 37335014 PMCID: PMC10979804 DOI: 10.1152/ajpregu.00300.2022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 06/01/2023] [Accepted: 06/01/2023] [Indexed: 06/21/2023]
Abstract
Inflammatory bowel disease (IBD), consisting of ulcerative colitis and Crohn's disease, mainly affects the gastrointestinal tract but is also known to have extraintestinal manifestations because of long-standing systemic inflammation. Several national cohort studies have found that IBD is an independent risk factor for the development of cardiovascular disorders. However, the molecular mechanisms by which IBD impairs the cardiovascular system are not fully understood. Although the gut-heart axis is attracting more attention in recent years, our knowledge of the organ-to-organ communication between the gut and the heart remains limited. In patients with IBD, upregulated inflammatory factors, altered microRNAs and lipid profiles, as well as dysbiotic gut microbiota, may induce adverse cardiac remodeling. In addition, patients with IBD have a three- to four times higher risk of developing thrombosis than people without IBD, and it is believed that the increased risk of thrombosis is largely due to increased procoagulant factors, platelet count/activity, and fibrinogen concentration, in addition to decreased anticoagulant factors. The predisposing factors for atherosclerosis are present in IBD and the possible mechanisms may involve oxidative stress system, overexpression of matrix metalloproteinases, and changes in vascular smooth muscle phenotype. This review focuses mainly on 1) the prevalence of cardiovascular diseases associated with IBD, 2) the potential pathogenic mechanisms of cardiovascular diseases in patients with IBD, and 3) adverse effects of IBD drugs on the cardiovascular system. Also, we introduce here a new paradigm for the gut-heart axis that includes exosomal microRNA and the gut microbiota as a cause for cardiac remodeling and fibrosis.
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Affiliation(s)
- Ying Xiao
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, China
- Division of Gastroenterology, Department of Internal Medicine, University of Texas Medical Branch at Galveston, Galveston, Texas, United States
| | - Don W Powell
- Division of Gastroenterology, Department of Internal Medicine, University of Texas Medical Branch at Galveston, Galveston, Texas, United States
| | - Xiaowei Liu
- Department of Gastroenterology, Xiangya Hospital, Central South University, Changsha, China
| | - Qingjie Li
- Division of Gastroenterology, Department of Internal Medicine, University of Texas Medical Branch at Galveston, Galveston, Texas, United States
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Choudhary S, Khan NS, Verma R, Saxena P, Singh H, Jain AK, Thomas G, Pradhan D, Kumar N. Exploring the molecular underpinning of psoriasis and its associated comorbidities through network approach: cross talks of genes and pathways. 3 Biotech 2023; 13:130. [PMID: 37064002 PMCID: PMC10102268 DOI: 10.1007/s13205-023-03533-y] [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: 08/17/2022] [Accepted: 03/24/2023] [Indexed: 04/18/2023] Open
Abstract
Patients with psoriasis often complain of several linked disorders including autoimmune and cardiometabolic diseases. Understanding of molecular link between psoriasis and associated comorbidities would be of great interest at the point of patient care management. Integrative unbiased network approach, indicates significant unidirectional gene overlap between psoriasis and its associated comorbid condition including obesity (31 upregulated and 26 downregulated), ischemic stroke (14 upregulated and 2 downregulated), dyslipidaemia (5 upregulated, 5 downregulated), atherosclerosis (8 upregulated and 1 downregulated) and type II diabetes (5 upregulated, 5 downregulated). The analysis revealed substantial gene sharing among the different psoriasis-associated comorbidities. Molecular comorbidity index determining the strength of the interrelation between psoriasis and its comorbidities indicates prevalence of dyslipidaemia followed by type II diabetes among psoriasis patients. The Jaccard coefficient indices revealed psoriasis shared maximum number of biological pathways with dyslipidaemia followed by type 2 diabetes, ischemic stroke, obesity and atherosclerosis. Moreover, pathway annotation highlighted nearly 45 shared pathways amongst psoriasis and its comorbidities and a substantial number of shared pathways was found among multi-morbidities. Overall, the present study established conceivable link between psoriasis and comorbid diseases. The shared genes and overlapped pathways may be explored as a common productive target for psoriasis and its comorbid conditions. Supplementary Information The online version contains supplementary material available at 10.1007/s13205-023-03533-y.
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Affiliation(s)
- Saumya Choudhary
- ICMR-National Institute of Pathology, New Delhi, 110029 India
- Department of Molecular and Cellular Engineering, Sam Higginbottom University of Agriculture, Technology and Sciences, Prayagraj (Allahabad), 211007 India
| | - Noor Saba Khan
- ICMR-National Institute of Pathology, New Delhi, 110029 India
| | - Rashi Verma
- ICMR-National Institute of Pathology, New Delhi, 110029 India
| | - Pallavi Saxena
- ICMR-National Institute of Pathology, New Delhi, 110029 India
| | - Harpreet Singh
- ICMR-AIIMS Computational Genomics Centre (ISRM) Division, Indian Council of Medical Research, New Delhi, 110029 India
| | - Arun Kumar Jain
- ICMR-National Institute of Pathology, New Delhi, 110029 India
| | - George Thomas
- Department of Molecular and Cellular Engineering, Sam Higginbottom University of Agriculture, Technology and Sciences, Prayagraj (Allahabad), 211007 India
| | - Dibyabhaba Pradhan
- ICMR-AIIMS Computational Genomics Centre (ISRM) Division, Indian Council of Medical Research, New Delhi, 110029 India
| | - Neeraj Kumar
- ICMR-National Institute of Pathology, New Delhi, 110029 India
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Maierean S, Webb R, Banach M, Mazidi M. The role of inflammation and the possibilities of inflammation reduction to prevent cardiovascular events. EUROPEAN HEART JOURNAL OPEN 2022; 2:oeac039. [PMID: 35919577 PMCID: PMC9271640 DOI: 10.1093/ehjopen/oeac039] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 05/27/2022] [Indexed: 11/16/2022]
Abstract
Chronic systemic inflammation is a risk factor for cardiovascular (CV) disease (CVD). Whether this relationship extends to subclinical inflammation, quantified by values of circulating markers associated with inflammation in the high range of the normal interval, remains debatable. This narrative review evaluates evidence exploring this relationship. A review of pharmacological and non-pharmacological interventions, including diet and lifestyle strategies, supplements, nutraceuticals, and other natural substances aimed at reducing inflammation was also conducted, since few reviews have synthesized this literature. PubMed and EMBASE were used to search the literature and several well-studied triggers of inflammation [oxidized LDL, Lp(a), as well as C-reactive protein (CRP)/high-sensitivity CRP (hs-CRP)] were included to increase sensitivity and address the lack of existing reviews summarizing their influence in the context of inflammation. All resulting references were assessed. Overall, there is good data supporting associations between circulating hs-CRP and CV outcomes. However, the same was not seen in studies evaluating triggers of inflammation, such as oxidized LDL or Lp(a). There is also insufficient evidence showing treatments to target inflammation and lead to reductions in hs-CRP result in improvements in CV outcomes, particularly in those with normal baseline levels of hs-CRP. Regarding pharmacological interventions, statins, bempedoic acid, and apabetalone significantly reduce circulating hs-CRP, unlike PCSK-9 inhibitors. A variety of natural substances and vitamins were also evaluated and none reduced hs-CRP. Regarding non-pharmacological interventions, weight loss was strongly associated with reductions in circulating hs-CRP, whereas various dietary interventions and exercise regimens were not, unless accompanied by weight loss.
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Affiliation(s)
- Serban Maierean
- Department of Medicine, University of Toronto , Toronto, ON , Canada
| | - Richard Webb
- Faculty of Science, Liverpool Hope University , Taggart Avenue, Liverpool , UK
| | - Maciej Banach
- Department of Preventive Cardiology and Lipidology, Medical University of Lodz , Rzgowska 281/289, Lodz 93-338 , Poland
- Department of Cardiology and Adult Congenital Heart Diseases, Polish Mother’s Memorial Hospital Research Institute (PMMHRI) , Rzgowska 281/289, Lodz 93-338 , Poland
- Cardiovascular Research Centre, University of Zielona Gora , Zyty 28, 65-046 Zielona Gora , Poland
| | - Mohsen Mazidi
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health , University of Oxford, Oxford , UK
- Department of Twin Research & Genetic Epidemiology, King’s College London , South Wing St Thomas’, London , UK
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8
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Ørskov M, Vorum H, Larsen TB, Lip GYH, Bek T, Skjøth F. Clinical risk factors for retinal artery occlusions: a nationwide case-control study. Int Ophthalmol 2022; 42:2483-2491. [PMID: 35305540 DOI: 10.1007/s10792-022-02247-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 02/11/2022] [Indexed: 12/29/2022]
Abstract
PURPOSE This study seeks to examine potential risk factors for the development of retinal artery occlusions (RAO). METHODS We used data obtained from Danish nationwide registries to evaluate potential risk factors for RAO present up to 5 years prior to the RAO diagnosis. The study included 5312 patients diagnosed with RAO registered in the Danish National Patient Register and 26,560 controls assessed from the general population matched on sex and age at index date. Adjusted conditional logistic regression was used to estimate the odds ratio of included risk factors for RAO diagnosis. We conducted supplementary analyses stratified on sex and age, and on RAO subtype. In addition, interaction analyses were performed between strata in the stratified analyses. RESULTS Risk factors associated with the development of RAO included diabetes, arterial hypertension, ischemic heart disease, peripheral artery disease, stroke, renal disease, cataract, and glaucoma, with ORs ranging from 1.33 to 4.94. Atrial fibrillation and sleep apnea yielded effect measures close to equivalence. The presence of a risk factor was generally associated with higher odds of RAO among the population ≤ 55 of age. Arterial hypertension was stronger associated with RAO in male patients than in female patients. The association with arterial hypertension was stronger for CRAO than for BRAO subtype. CONCLUSION The investigated risk factors suggest that atherosclerosis and conditions changing the intraocular pressure are involved in the pathophysiology of RAO.
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Affiliation(s)
- Marie Ørskov
- Department of Cardiology, Aalborg University Hospital, Hobrovej 18-22, 9000, Aalborg, Denmark.
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Faculty of Health, Aalborg University, Aalborg, Denmark.
| | - Henrik Vorum
- Department of Ophthalmology, Aalborg University Hospital, Aalborg, Denmark
| | - Torben Bjerregaard Larsen
- Department of Cardiology, Aalborg University Hospital, Hobrovej 18-22, 9000, Aalborg, Denmark
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Faculty of Health, Aalborg University, Aalborg, Denmark
| | - Gregory Y H Lip
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Faculty of Health, Aalborg University, Aalborg, Denmark
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK
| | - Toke Bek
- Department of Ophthalmology, Aarhus University Hospital, Aarhus N, Denmark
| | - Flemming Skjøth
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Faculty of Health, Aalborg University, Aalborg, Denmark
- Unit for Clinical Biostatistics, Aalborg University Hospital, Aalborg, Denmark
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Munger E, Hickey JW, Dey AK, Jafri MS, Kinser JM, Mehta NN. Application of machine learning in understanding atherosclerosis: Emerging insights. APL Bioeng 2021; 5:011505. [PMID: 33644628 PMCID: PMC7889295 DOI: 10.1063/5.0028986] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 01/21/2021] [Indexed: 01/18/2023] Open
Abstract
Biological processes are incredibly complex—integrating molecular signaling networks involved in multicellular communication and function, thus maintaining homeostasis. Dysfunction of these processes can result in the disruption of homeostasis, leading to the development of several disease processes including atherosclerosis. We have significantly advanced our understanding of bioprocesses in atherosclerosis, and in doing so, we are beginning to appreciate the complexities, intricacies, and heterogeneity atherosclerosi. We are also now better equipped to acquire, store, and process the vast amount of biological data needed to shed light on the biological circuitry involved. Such data can be analyzed within machine learning frameworks to better tease out such complex relationships. Indeed, there has been an increasing number of studies applying machine learning methods for patient risk stratification based on comorbidities, multi-modality image processing, and biomarker discovery pertaining to atherosclerotic plaque formation. Here, we focus on current applications of machine learning to provide insight into atherosclerotic plaque formation and better understand atherosclerotic plaque progression in patients with cardiovascular disease.
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Affiliation(s)
| | - John W Hickey
- Stanford University, Stanford, California 94306, USA
| | - Amit K Dey
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892, USA
| | | | | | - Nehal N Mehta
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892, USA
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10
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Piros ÉA, Szilveszter B, Vattay B, Maurovich-Horvat P, Szalai K, Dósa E, Merkely B, Holló P. Novel anti-inflammatory therapies to reduce cardiovascular burden of psoriasis. Dermatol Ther 2021; 34:e14721. [PMID: 33373079 PMCID: PMC8244030 DOI: 10.1111/dth.14721] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 12/21/2020] [Indexed: 12/16/2022]
Abstract
Psoriasis mainly affects the skin and joints and has serious impacts on the physical, emotional, and financial life of patients. Recent studies have demonstrated that other comorbidities are frequently detected in psoriatic patients. A strong association with the development of cardiovascular diseases, such as hypertension, myocardial infarction, and stroke is responsible for the shortened (by 4.5‐5 years) life expectancy of severe psoriatic patients. Systemic inflammation plays an important role in the interrelationship between psoriasis and atherosclerotic plaque formation, which is a common immunopathogenic pathway that explains the multiorgan involvement in psoriasis. As far life‐threatening cardiovascular diseases are very often symptom‐free, the treating dermatologist's responsibility is to initiate interdisciplinary holistic patient care, which may lead to directly saved patients' lives. Holistic care of severe psoriatic patients should include regular cardiac monitoring using cardiovascular imaging modalities and functional testing to detect even subclinical coronary artery disease. Effective anti‐inflammatory treatment with biologic therapies may have beneficial effects on the cardiovascular state and may reduce the incidence of cardiac events. The authors review the latest findings on the shared immunopathogenic background of psoriasis and cardiovascular diseases and discuss the available data about the cardiovascular responses to the currently used biologic treatments.
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Affiliation(s)
- Éva Anna Piros
- Department of Dermatology, Venereology, and Dermatooncology, Semmelweis University, Budapest, Hungary
| | - Bálint Szilveszter
- MTA-SE Cardiovascular Imaging Research Group, Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - Borbála Vattay
- MTA-SE Cardiovascular Imaging Research Group, Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - Pál Maurovich-Horvat
- MTA-SE Cardiovascular Imaging Research Group, Semmelweis University, Heart and Vascular Center, Budapest, Hungary.,Department of Radiology, Semmelweis University, Medical Imaging Center, Budapest, Hungary
| | - Klára Szalai
- Department of Dermatology, Venereology, and Dermatooncology, Semmelweis University, Budapest, Hungary
| | - Edit Dósa
- Department of Interventional Radiology, Semmelweis University, Heart and Vascular Center, Budapest, Hungary.,Hungarian Vascular Radiology Research Group, Budapest, Hungary
| | - Béla Merkely
- MTA-SE Cardiovascular Imaging Research Group, Semmelweis University, Heart and Vascular Center, Budapest, Hungary
| | - Péter Holló
- Department of Dermatology, Venereology, and Dermatooncology, Semmelweis University, Budapest, Hungary
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Zong J, Cheng J, Fu Y, Song J, Pan W, Yang L, Zhang T, Zhou M. Serum Metabolomic Profiling Reveals the Amelioration Effect of Methotrexate on Imiquimod-Induced Psoriasis in Mouse. Front Pharmacol 2020; 11:558629. [PMID: 33364938 PMCID: PMC7751755 DOI: 10.3389/fphar.2020.558629] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Accepted: 10/12/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The imiquimod (IMQ)-induced psoriasis mouse model has been used as a model for pathogenic mechanism research, and methotrexate (MTX) is widely employed to treat various clinical manifestations of psoriasis. We explored the underlying pathogenesis of psoriasis and the treatment mechanism of the conventional drugs from the metabolic perspective of the psoriasis mouse model. METHODS Male BALB/c mice were smeared IMQ for 7 days to induce treatment-resistant psoriasis and intragastrically administered 1 mg/kg MTX. We evaluated inflammation of psoriasis-like lesions and therapeutic effects of MTX based on histological changes and immunohistochemistry. Based on gas chromatography-mass spectrometer detection of serum samples, a comprehensive metabolomics analysis was carried out to identify alterations of metabolites. RESULTS It was found that MTX ameliorated psoriatic lesions (representative erythema, scaling, and thickening) by inhibiting proliferation and differentiation of keratinocytes. Using multivariate statistical analysis to process metabolomics data, the results displayed alterations in serum metabolites among mice of the control group, IMQ group, and MTX group. Compared with group, psoriasis mice had the higher level of d-galactose and lower expression of myo-inositol, 9,12-octadecadienoic acid, and cholesterol. In contrast with the model set, serum levels of glycine, pyrrolidone carboxylic acid, d-galactose, and d-mannose were significantly decreased in the MTX group. CONCLUSION The differential metabolites, reflecting the perturbation in the pathways of inositol phosphate metabolism; galactose metabolism; glyoxylate and dicarboxylate metabolism; glycine, serine, and threonine metabolism; and glutathione metabolism, may lead to the pathogenesis of psoriasis, and they are also related to the pharmacological treatment effect of MTX on psoriasis. This study established the foundation for further research on the mechanism and therapeutic targets of psoriasis.
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Affiliation(s)
- Jiaxin Zong
- Murad Research Center for Modernized Chinese Medicine, Institute for Interdisciplinary Medicine Sciences, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jieyi Cheng
- Center for Chinese Medicine Therapy and Systems Biology, Institute for Interdisciplinary Medicine Sciences, Shanghai University of Traditional Chinese Medicine, Shanghai, China
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yuanfeng Fu
- Murad Research Center for Modernized Chinese Medicine, Institute for Interdisciplinary Medicine Sciences, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jing Song
- Center for Chinese Medicine Therapy and Systems Biology, Institute for Interdisciplinary Medicine Sciences, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Weisong Pan
- Guangzhou Institute for Drug Control, Guangzhou, China
| | - Li Yang
- Center for Chinese Medicine Therapy and Systems Biology, Institute for Interdisciplinary Medicine Sciences, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ting Zhang
- Murad Research Center for Modernized Chinese Medicine, Institute for Interdisciplinary Medicine Sciences, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Mingmei Zhou
- Center for Chinese Medicine Therapy and Systems Biology, Institute for Interdisciplinary Medicine Sciences, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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