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Phochantachinda S, Photcharatinnakorn P, Chatchaisak D, Sakcamduang W, Chansawhang A, Buranasinsup S, Suemanotham N, Chantong B. Plasma-based proteomics analysis of molecular pathways in canine diabetes mellitus after astaxanthin supplementation. PLoS One 2025; 20:e0321509. [PMID: 40333882 PMCID: PMC12057883 DOI: 10.1371/journal.pone.0321509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Accepted: 03/06/2025] [Indexed: 05/09/2025] Open
Abstract
The hyperglycemic state in diabetes mellitus induces oxidative stress and inflammation, contributing to diabetic tissue damage and associated complications. Astaxanthin, a potent antioxidant carotenoid, has been investigated for its potential to prevent and manage diabetes across various species; however, its effect on client-owned dogs remains poorly studied. This study explored the impact of astaxanthin supplementation on canine diabetes mellitus using a proteomics approach. A total of 18 client-owned dogs were enrolled: 6 dogs with diabetes mellitus and 12 clinically healthy dogs. The diabetic dogs received their standard treatment regimen along with daily oral supplementation of 12 mg of astaxanthin (1.5-2.4 mg/kg) for 90 days. Plasma samples were collected at the beginning and end of the study period for proteomics analysis. After astaxanthin supplementation, significant alterations in the expression of proteins associated with the complement system, coagulation cascade, JAK-STAT signaling, and protein kinase C signaling (all of which contribute to inflammation and oxidative stress) were observed. Astaxanthin exhibited potential for reducing diabetes-associated complications, such as insulin resistance, vascular dysfunction, nephropathy, and cardiac issues, even though it did not affect clinical parameters (hematology, plasma biochemistry, blood glucose, and serum fructosamine). These findings suggest that astaxanthin may be a valuable complementary therapy for managing diabetes-related complications in canines.
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Affiliation(s)
- Sataporn Phochantachinda
- Department of Clinical Sciences and Public Health, Faculty of Veterinary Science, Mahidol University, Nakhon Pathom, Thailand
| | | | - Duangthip Chatchaisak
- Department of Clinical Sciences and Public Health, Faculty of Veterinary Science, Mahidol University, Nakhon Pathom, Thailand
| | - Walasinee Sakcamduang
- Department of Clinical Sciences and Public Health, Faculty of Veterinary Science, Mahidol University, Nakhon Pathom, Thailand
| | - Anchana Chansawhang
- The Center for Veterinary Diagnosis, Faculty of Veterinary Science, Mahidol University, Nakhon Pathom, Thailand
| | - Shutipen Buranasinsup
- Department of Pre-Clinic and Applied Animal Science, Faculty of Veterinary Science, Mahidol University, Nakhon Pathom, Thailand
| | - Namphung Suemanotham
- Department of Pathology, Faculty of Veterinary Science, Chulalongkorn University, Bangkok, Thailand
| | - Boonrat Chantong
- Department of Pre-Clinic and Applied Animal Science, Faculty of Veterinary Science, Mahidol University, Nakhon Pathom, Thailand
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Sun R, Jia J, Wang S, Wang Z, Wang C, Xu Y, Yuan Y. Mediation effect of antithrombin III between chronic renal insufficiency and chronic coronary artery disease in T2DM patients. Endocrine 2024; 84:924-933. [PMID: 38190026 DOI: 10.1007/s12020-023-03669-0] [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: 08/28/2023] [Accepted: 12/15/2023] [Indexed: 01/09/2024]
Abstract
PURPOSE The study aimed to investigate the potential effect of Antithrombin III (ATIII) between chronic renal insufficiency and chronic coronary artery disease (chronic CAD) in type 2 diabetes mellitus (T2DM) patients. METHODS T2DM patients hospitalized in ZhongDa Hospital from 2013 to 2018 were enrolled. Relationships between renal function, ATIII, and chronic CAD risk were explored using multivariate regression models. Multiplicative and additive interactions were investigated between ATIII and renal function for CAD risk, and the role of ATIII was determined by bootstrap mediation analysis in patients with chronic renal dysfunction. RESULTS A total of 4197 patients were included in the study, with a chronic CAD prevalence of 23.02%. Low ATIII level was statistically associated with chronic renal insufficiency and elevated CAD risk even after adjustments (P < 0.05). A positive correlation between renal function and ATIII was demonstrated, and each 1 SD increase in renal function, ATIII increased by 2.947% (2.406-3.488%, P < 0.001) and 0.969% (0.297-1.642%, P < 0.001) in crude and adjusted models respectively. Patients with decreased renal function and ATIII were at the highest chronic CAD risk (OR = 1.51, 95%CI:1.15-1.98, P < 0.05), while no multiplicative and additive interaction effects were significant. Bootstrap mediation analysis estimated that ATIII mediated approximately 4.27% of the effect of chronic renal insufficiency on chronic CAD risk. CONCLUSION ATIII may serve as a mediator between chronic renal insufficiency and chronic CAD, providing mechanistic clues for renal-heart association and new insight into clinical therapies.
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Affiliation(s)
- Ruoyu Sun
- Department of Endocrinology, The Affiliated Zhongda Hospital of Southeast University, Nanjing, 210009, China
- School of Medicine, Southeast University, Nanjing, 210009, China
| | - Jianhong Jia
- Department of Endocrinology, Siyang Hospital of Traditional Chinese Medicine, Suqian, 223700, China
| | - Shaohua Wang
- Department of Endocrinology, The Affiliated Zhongda Hospital of Southeast University, Nanjing, 210009, China
| | - Zheng Wang
- Gansu Province Maternal and Child-Care Hospital, Lanzhou, 730050, China
| | - Chenchen Wang
- Department of Endocrinology, The Affiliated Zhongda Hospital of Southeast University, Nanjing, 210009, China
| | - Yanchao Xu
- College of Computer Science and Technology, Zhejiang University, Hangzhou, 310058, China
| | - Yang Yuan
- Department of Endocrinology, The Affiliated Zhongda Hospital of Southeast University, Nanjing, 210009, China.
- School of Medicine, Southeast University, Nanjing, 210009, China.
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Dong B, Liu X, Yu S. Utilizing machine learning algorithms to identify biomarkers associated with diabetic nephropathy: A review. Medicine (Baltimore) 2024; 103:e37235. [PMID: 38394492 PMCID: PMC11309603 DOI: 10.1097/md.0000000000037235] [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: 11/23/2023] [Accepted: 01/22/2024] [Indexed: 02/25/2024] Open
Abstract
Diabetic nephropathy (DN), a multifaceted disease with various contributing factors, presents challenges in understanding its underlying causes. Uncovering biomarkers linked to this condition can shed light on its pathogenesis and support the creation of new diagnostic and treatment methods. Gene expression data were sourced from accessible public databases, and Weighted Gene Co-expression Network Analysis (WGCNA)was employed to pinpoint gene co-expression modules relevant to DN. Subsequently, various machine learning techniques, such as random forest, lasso regression algorithm (LASSO), and support vector machine-recursive feature elimination (SVM-REF), were utilized for distinguishing DN cases from controls using the identified gene modules. Additionally, functional enrichment analyses were conducted to explore the biological roles of these genes. Our analysis revealed 131 genes showing distinct expression patterns between controlled and uncontrolled groups. During the integrated WCGNA, we identified 61 co-expressed genes encompassing both categories. The enrichment analysis highlighted involvement in various immune responses and complex activities. Techniques like Random Forest, LASSO, and SVM-REF were applied to pinpoint key hub genes, leading to the identification of VWF and DNASE1L3. In the context of DN, they demonstrated significant consistency in both expression and function. Our research uncovered potential biomarkers for DN through the application of WGCNA and various machine learning methods. The results indicate that 2 central genes could serve as innovative diagnostic indicators and therapeutic targets for this disease. This discovery offers fresh perspectives on the development of DN and could contribute to the advancement of new diagnostic and treatment approaches.
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Affiliation(s)
- Baihan Dong
- The First Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin, Heilongjiang Province, China
| | - Xiaona Liu
- Binzhou Hospital of Chinese Medicine, Binzhou, Shandong Province, China
| | - Siming Yu
- The First Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin, Heilongjiang Province, China
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Yu Y, Zhu C, Lin Y, Qian Q, Shen X, Zou W, Wang M, Gong J, Chen M, Liu L, Yu R, Shen Q, Shao L, Zhu B. Plasma D-dimer levels are associated with disease progression in diabetic nephropathy: a two-center cohort study. Ren Fail 2023; 45:2285868. [PMID: 38013428 PMCID: PMC11001365 DOI: 10.1080/0886022x.2023.2285868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 11/15/2023] [Indexed: 11/29/2023] Open
Abstract
BACKGROUND This study aimed to investigate the relationship between plasma D-dimer levels, clinicopathological features, and clinical outcomes in patients with biopsy-proven diabetic nephropathy (DN). METHODS A total of 137 patients with biopsy-proven DN were enrolled in this two-center cohort study. Patients were stratified into tertiles based on plasma D-dimer levels. We investigated the relationship between plasma D-dimer levels and clinical outcomes, including a composite of death, a 40% decline in estimated glomerular filtration rate (e-GFR) from baseline, or end-stage renal disease (ESRD) (defined as e-GFR < 15 mL/min/1.73 m2 or need for renal replacement therapy including hemodialysis, peritoneal dialysis, or kidney transplantation), assessed using Cox regression models with adjustment for confounders. RESULTS At baseline, the mean age was 52.61 ± 11.63 years, and the mean e-GFR was 58.02 ± 28.77 mL/min/1.73 m2. During a median 26-month follow-up period, 65 (47% of patients) achieved clinical outcomes. Compared with the low plasma D-dimer level group, those with higher plasma D-dimer levels were more likely to have higher 24-h proteinuria (p = .002), lower e-GFR (p = .001), lower hemoglobin (p = .001), a higher glomerular lesion class (p = .03), and higher interstitial fibrosis and tubular atrophy (IFTA) scores (p = .002). After adjustment for demographic, DN-specific covariates, and treatments, it was observed that a higher tertile of plasma D-dimer was nonlinearly associated with an increased risk of the clinical outcomes (Hazard Ratio (HR) for tertile 2 vs. 1, 1.7; 95% Confidence Interval (CI), 0.80-3.75; HR for tertile 3 vs. 1, 2.2; 95% CI, 0.93-5.27; p for trend = .001) in the Cox proportional hazards models. CONCLUSION In this study, DN patients with higher levels of plasma D-dimer had higher 24-h proteinuria, lower e-GFR, a higher glomerular lesion class, and higher IFTA scores. Furthermore, a high level of plasma D-dimer was nonlinearly associated with DN progression.
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Affiliation(s)
- Yedong Yu
- Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Caifeng Zhu
- Department of Nephrology, Hangzhou Traditional Chinese Medicine Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Yi Lin
- Department of Nephrology, Hangzhou Traditional Chinese Medicine Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Qian Qian
- Department of Nephrology, Lin’an Hospital of Traditional Chinese Medicine, Hangzhou, Zhejiang, China
| | - Xiaogang Shen
- Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Wenli Zou
- Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Minmin Wang
- Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Jianguang Gong
- Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Maosheng Chen
- Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Lin Liu
- Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Rizhen Yu
- Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Quanquan Shen
- Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Lina Shao
- Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Bin Zhu
- Urology & Nephrology Center, Department of Nephrology, Zhejiang Provincial People’s Hospital, Affiliated People’s Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
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Cao H, Baranova A, Wei X, Wang C, Zhang F. Bidirectional causal associations between type 2 diabetes and COVID-19. J Med Virol 2022; 95:e28100. [PMID: 36029131 PMCID: PMC9538258 DOI: 10.1002/jmv.28100] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 08/22/2022] [Accepted: 08/25/2022] [Indexed: 01/11/2023]
Abstract
Observational studies have reported high comorbidity between type 2 diabetes (T2D) and severe COVID-19. However, the causality between T2D and COVID-19 has yet to be validated. We performed genetic correlation and Mendelian randomization (MR) analyses to assess genetic relationships and potential causal associations between T2D and three COVID-19 outcomes (severe acute respiratory syndrome coronavirus 2 [SARS-CoV-2] infection, COVID-19 hospitalization, and critical COVID-19). Molecular pathways connecting SARS-CoV-2 and COVID-19 were reconstructed to extract insights into the potential mechanisms underlying the connection. We identified a high genetic overlap between T2D and each COVID-19 outcome (genetic correlations 0.21-0.28). The MR analyses indicated that genetic liability to T2D confers a causal effect on hospitalized COVID-19 (odds ratio 1.08, 95% confidence interval [CI] 1.04-1.12) and critical COVID-19 (1.09, 1.03-1.16), while genetic liability to SARS-CoV-2 infection exerts a causal effect on T2D (1.25, 1.00-1.56). There was suggestive evidence that T2D was associated with an increased risk for SARS-CoV-2 infection (1.02, 1.00-1.03), while critical COVID-19 (1.06, 1.00-1.13) and hospitalized COVID-19 (1.09, 0.99-1.19) were associated with an increased risk for T2D. Pathway analysis identified a panel of immunity-related genes that may mediate the links between T2D and COVID-19 at the molecular level. Our study provides robust support for the bidirectional causal associations between T2D and COVID-19. T2D may contribute to amplifying the severity of COVID-19, while the liability to COVID-19 may increase the risk for T2D.
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Affiliation(s)
- Hongbao Cao
- School of Systems BiologyGeorge Mason UniversityManassasVirginiaUSA
| | - Ancha Baranova
- School of Systems BiologyGeorge Mason UniversityManassasVirginiaUSA,Research Centre for Medical GeneticsMoscowRussia
| | - Xuejuan Wei
- Fengtai District Fangzhuang Community Health Service Center in BeijingBeijingChina
| | - Chun Wang
- Department of Medical PsychologyThe Affiliated Brain Hospital of Nanjing Medical UniversityNanjingChina
| | - Fuquan Zhang
- Department of PsychiatryThe Affiliated Brain Hospital of Nanjing Medical UniversityNanjingChina,Institute of NeuropsychiatryThe Affiliated Brain Hospital of Nanjing Medical UniversityNanjingChina
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Yu T, Xu B, Bao M, Gao Y, Zhang Q, Zhang X, Liu R. Identification of potential biomarkers and pathways associated with carotid atherosclerotic plaques in type 2 diabetes mellitus: A transcriptomics study. Front Endocrinol (Lausanne) 2022; 13:981100. [PMID: 36187128 PMCID: PMC9523108 DOI: 10.3389/fendo.2022.981100] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 08/26/2022] [Indexed: 11/13/2022] Open
Abstract
Type 2 diabetes mellitus (T2DM) affects the formation of carotid atherosclerotic plaques (CAPs) and patients are prone to plaque instability. It is crucial to clarify transcriptomics profiles and identify biomarkers related to the progression of T2DM complicated by CAPs. Ten human CAP samples were obtained, and whole transcriptome sequencing (RNA-seq) was performed. Samples were divided into two groups: diabetes mellitus (DM) versus non-DM groups and unstable versus stable groups. The Limma package in R was used to identify lncRNAs, circRNAs, and mRNAs. Gene Ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses, protein-protein interaction (PPI) network creation, and module generation were performed for differentially expressed mRNAs. Cytoscape was used to create a transcription factor (TF)-mRNA regulatory network, lncRNA/circRNA-mRNA co-expression network, and a competitive endogenous RNA (ceRNA) network. The GSE118481 dataset and RT-qPCR were used to verify potential mRNAs.The regulatory network was constructed based on the verified core genes and the relationships were extracted from the above network. In total, 180 differentially expressed lncRNAs, 343 circRNAs, and 1092 mRNAs were identified in the DM versus non-DM group; 240 differentially expressed lncRNAs, 390 circRNAs, and 677 mRNAs were identified in the unstable versus stable group. Five circRNAs, 14 lncRNAs, and 171 mRNAs that were common among all four groups changed in the same direction. GO/KEGG functional enrichment analysis showed that 171 mRNAs were mainly related to biological processes, such as immune responses, inflammatory responses, and cell adhesion. Five circRNAs, 14 lncRNAs, 46 miRNAs, and 54 mRNAs in the ceRNA network formed a regulatory relationship. C22orf34-hsa-miR-6785-5p-RAB37, hsacirc_013887-hsa-miR-6785-5p/hsa-miR-4763-5p/hsa-miR-30b-3p-RAB37, MIR4435-1HG-hsa-miR-30b-3p-RAB37, and GAS5-hsa-miR-30b-3p-RAB37 may be potential RNA regulatory pathways. Seven upregulated mRNAs were verified using the GSE118481 dataset and RT-qPCR. The regulatory network included seven mRNAs, five circRNAs, six lncRNAs, and 14 TFs. We propose five circRNAs (hsacirc_028744, hsacirc_037219, hsacirc_006308, hsacirc_013887, and hsacirc_045622), six lncRNAs (EPB41L4A-AS1, LINC00969, GAS5, MIR4435-1HG, MIR503HG, and SNHG16), and seven mRNAs (RAB37, CCR7, CD3D, TRAT1, VWF, ICAM2, and TMEM244) as potential biomarkers related to the progression of T2DM complicated with CAP. The constructed ceRNA network has important implications for potential RNA regulatory pathways.
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Affiliation(s)
- Tian Yu
- Department of Very Important People (VIP) Unit, China-Japan Union Hospital of Jilin University, Changchun, China
- Department of Endocrinology, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Baofeng Xu
- Department of Stroke Center, First Hospital of Jilin University, Changchun, China
- School of Stomatology, Changsha Medical University, Changsha, China
| | - Meihua Bao
- School of Stomatology, Changsha Medical University, Changsha, China
| | - Yuanyuan Gao
- Department of Very Important People (VIP) Unit, China-Japan Union Hospital of Jilin University, Changchun, China
- Department of Endocrinology, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Qiujuan Zhang
- Department of Very Important People (VIP) Unit, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Xuejiao Zhang
- Department of Endocrinology, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Rui Liu
- Department of Very Important People (VIP) Unit, China-Japan Union Hospital of Jilin University, Changchun, China
- School of Stomatology, Changsha Medical University, Changsha, China
- *Correspondence: Rui Liu,
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Rendón-Rosales MÁ, Torres-Llanez MJ, Mazorra-Manzano MA, González-Córdova AF, Hernández-Mendoza A, Vallejo-Cordoba B. In vitro and in silico evaluation of multifunctional properties of bioactive synthetic peptides identified in milk fermented with Lactococcus lactis NRRL B-50571 and NRRL B-50572. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2021.112581] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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8
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Ye Z, Zheng J. Verification of the Role of ADAMTS13 in the Cardiovascular Disease Using Two-Sample Mendelian Randomization. Front Genet 2021; 12:660989. [PMID: 34276770 PMCID: PMC8280495 DOI: 10.3389/fgene.2021.660989] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Accepted: 05/25/2021] [Indexed: 11/20/2022] Open
Abstract
Objective ADAMTS13 plays a crucial role in several diseases. Many observational studies have reported the relationship between ADAMTS13 and some cardiovascular diseases but have drawn different conclusions, likely attributed to confounding factors lacking adjustment. Identifying the role of ADAMTS13 in cardiovascular diseases is pivotal for prevention as well as early intervention in patients with latent cardiovascular diseases. This study aims to estimate whether the level and activity of ADAMTS13 are causally associated with common cardiovascular diseases. Methods We applied a two-sample Mendelian randomization approach incorporating genome-wide association summary statistics to verify the causal association between ADAMTS13 level, as well as activity and cardiovascular diseases. Results Lower ADAMTS13 activity was causally associated with the increased risks for coronary heart diseases (b = −0.0041, se = 0.0019, p < 0.05) as well as myocardial infarction (b = −0.0048, se = 0.0022, p < 0.05). Standard inverse-variance weighted Mendelian randomization results suggested no genetic support for a causal association between ADAMTS13 level and cardiovascular diseases including coronary heart disease, myocardial infarction, atrial fibrillation, heart failure, and venous thromboembolism (p > 0.05). Conclusion The causal effect of lower ADAMTS13 activity on the increased odds of having cardiovascular diseases was coronary heart disease and myocardial infarction.
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Affiliation(s)
- Zixiang Ye
- Department of Cardiology, Peking University China-Japan Friendship School of Clinical Medicine, Beijing, China.,Department of Cardiology, China-Japan Friendship Hospital, Beijing, China
| | - Jingang Zheng
- Department of Cardiology, Peking University China-Japan Friendship School of Clinical Medicine, Beijing, China.,Department of Cardiology, China-Japan Friendship Hospital, Beijing, China
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Srinivasan S, Singh P, Kulothungan V, Sharma T, Raman R. Relationship between triglyceride glucose index, retinopathy and nephropathy in Type 2 diabetes. Endocrinol Diabetes Metab 2021; 4:e00151. [PMID: 33532603 PMCID: PMC7831221 DOI: 10.1002/edm2.151] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 04/18/2020] [Accepted: 05/02/2020] [Indexed: 12/16/2022] Open
Abstract
Aims To explore the relationship between TyG index, diabetic retinopathy (DR) and nephropathy. Methods This was a cross-sectional observational study that examined 1413 subjects with type 2 diabetes (both known and newly diagnosed). Subjects underwent a detailed standard evaluation to detect diabetic retinopathy (fundus photography) and nephropathy (defined as urinary albumin excretion ≥ 30 mg/24 h). The TyG index was calculated as ln (fasting triglycerides (mg/dL) × fasting glucose (mg/dL)/2) and stratified into 4 quartiles (TyG-Q). The baseline characteristics of the study population in the four TyG-Q (Q1 (≤7.3) n = 349, Q2 (>7.3 to ≤ 7.5) n = 358, Q3 (>7.5 to ≤ 8.0) n = 354, and Q4 (>8.0) n = 352) were analysed. Variables associated with the presence of DR and nephropathy were assessed using a stepwise binary logistic regression analysis. Results The presence of DR was associated with higher TyG index (OR = 1.453, P =.001) and longer duration of diabetes (OR = 1.085, P < .001). The presence of nephropathy was associated with a higher TyG index (OR = 1.703, P < .001), greater age (OR = 1.031, P < .001), use of insulin (OR = 1.842, P = .033), higher systolic BP (OR = 1.015, P < .001), and the presence of DR (OR = 3.052, P < .001). Higher TyG-Q correlated with the severity of DR (P = .024), presence of nephropathy (P = .001), age (P < .001) and diastolic blood pressure (P = .006). Conclusions A higher TyG index is associated with the presence of retinopathy and nephropathy in individuals with diabetes and could be used for monitoring metabolic status in clinical settings.
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Affiliation(s)
| | - Pallavi Singh
- Shri Bhagwan Mahavir Vitreoretinal ServicesMedical Research FoundationChennaiIndia
| | | | - Tarun Sharma
- Shri Bhagwan Mahavir Vitreoretinal ServicesMedical Research FoundationChennaiIndia
| | - Rajiv Raman
- Shri Bhagwan Mahavir Vitreoretinal ServicesMedical Research FoundationChennaiIndia
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10
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He Q, Han C, Li G, Guo H, Wang Y, Hu Y, Lin Z, Wang Y. In silico design novel (5-imidazol-2-yl-4-phenylpyrimidin-2-yl)[2-(2-pyridylamino)ethyl]amine derivatives as inhibitors for glycogen synthase kinase 3 based on 3D-QSAR, molecular docking and molecular dynamics simulation. Comput Biol Chem 2020; 88:107328. [PMID: 32688011 DOI: 10.1016/j.compbiolchem.2020.107328] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 06/29/2020] [Accepted: 06/30/2020] [Indexed: 12/27/2022]
Abstract
Glycogen Synthase Kinase 3 (GSK-3) is a member of cellular kinase with various functions, such as glucose regulation, cellular differentiation, neuronal function and cell apoptosis. It has been proved as an important therapeutic target in type 2 diabetes mellitus and Alzheimer's disease. To better understand their structure-activity relationships and mechanism of action, an integrated computational study, including three dimensional quantitative structure-activity relationship (3D-QSAR), molecular docking, and molecular dynamics (MD), was performed on 79 (5-Imidazol-2-yl-4-phenylpyrimidin-2-yl)[2-(2-pyridylamino)ethyl]amine GSK-3 inhibitors. In this paper, we constructed 3D-QSAR using comparative molecular field analysis (CoMFA) and comparative molecular similarity index analysis (CoMSIA) method. The results showed that the CoMFA model (q2 = 0.743, r2 = 0.980) and the CoMSIA model (q2 = 0.813, r2 = 0.976) had stable and reliable predictive ability. The electrostatic and H-bond donor fields play important roles in the models. The contour maps of the model visually showed the relationship between the activity of compounds and their three-dimensional structure. Molecular docking was used to identify the key amino acid residues at the active site of GSK-3 and explore its binding mode with ligands. Based on 3D-QSAR models, contour maps and the binding feature between GSK-3 and inhibitor, we designed 10 novel compounds with good potential activity and ADME/T profile. Molecular dynamics simulation results validated that Ile62, Val70 and Lys85 located in the active site play a key role for GSK-3 complexed with inhibitors. These results might provide important information for designing GSK-3 inhibitors with high activity.
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Affiliation(s)
- Qingxiu He
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China
| | - Chu Han
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China
| | - Guangping Li
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China
| | - Haiqiong Guo
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China
| | - Yuxuan Wang
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China
| | - Yong Hu
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China
| | - Zhihua Lin
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China; Chongqing the Seventh People's Hospital, Chongqing, 400054, China.
| | - Yuanqiang Wang
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China; Chongqing the Seventh People's Hospital, Chongqing, 400054, China.
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Abstract
Diabetes mellitus (DM) is the most common endocrine and metabolic disease caused by absolute or insufficient insulin secretion. Under the context of an aging population worldwide, the number of diabetic patients is increasing year by year. Most patients with diabetes have multiple complications that severely threaten their survival and living quality. DM is mainly divided into type 1 diabetes mellitus (T1DM) and type 2 diabetes mellitus (T2DM). T1DM is caused by absolute lack of insulin secretion, so the current treatment for T1DM patients is exogenous insulin replacement therapy. At present, exercise therapy has been widely recognized in the prevention and treatment of diabetes, and regular aerobic exercise has become an important part of T1DM treatment. At the same time, exercise therapy is also used in conjunction with other treatments in the prevention and treatment of diabetic complications. However, for patients with T1DM, exercise still has the risk of hypoglycemia or hyperglycemia. T1DM Patients and specialist physician need to fully understand the effects of exercise on metabolism and implement individualized exercise programs. This chapter reviews the related content of exercise and T1DM.
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Affiliation(s)
- Xiya Lu
- Division of Gastroenterology and Hepatology, Digestive Disease Institute, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Cuimei Zhao
- Department of Cardiology, Shanghai Tongji Hospital, Tongji University School of Medicine, Shanghai, China
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12
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Zhang L, Virgous C, Si H. Synergistic anti-inflammatory effects and mechanisms of combined phytochemicals. J Nutr Biochem 2019; 69:19-30. [DOI: 10.1016/j.jnutbio.2019.03.009] [Citation(s) in RCA: 114] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 02/22/2019] [Accepted: 03/14/2019] [Indexed: 12/31/2022]
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13
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Lovre D, Shah S, Sihota A, Fonseca VA. Managing Diabetes and Cardiovascular Risk in Chronic Kidney Disease Patients. Endocrinol Metab Clin North Am 2018; 47:237-257. [PMID: 29407054 PMCID: PMC5806139 DOI: 10.1016/j.ecl.2017.10.006] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
We discuss mechanisms of increased cardiovascular disease (CVD) in patients with chronic kidney disease (CKD) and strategies for managing cardiovascular (CV) risk in these patients. Our focus was mainly on decreasing CV events and progression of microvascular complications by reducing levels of glucose and lipids. We searched PubMed with no limit on the date of the article. All articles were discussed among all authors. We chose pertinent articles, and searched their references in turn for additional relevant publications.
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Affiliation(s)
- Dragana Lovre
- Section of Endocrinology, Tulane University Health Sciences Center, 1430 Tulane Avenue, #8553, New Orleans, LA 70112, USA; Section of Endocrinology, Southeast Louisiana Veterans Health Care Systems, 2400 Canal Street, New Orleans, LA 70119, USA.
| | - Sulay Shah
- Section of Endocrinology, Tulane University Health Sciences Center, 1430 Tulane Avenue, #8553, New Orleans, LA 70112, USA
| | - Aanu Sihota
- Section of Endocrinology, Tulane University Health Sciences Center, 1430 Tulane Avenue, #8553, New Orleans, LA 70112, USA
| | - Vivian A Fonseca
- Section of Endocrinology, Tulane University Health Sciences Center, 1430 Tulane Avenue, #8553, New Orleans, LA 70112, USA; Section of Endocrinology, Southeast Louisiana Veterans Health Care Systems, 2400 Canal Street, New Orleans, LA 70119, USA
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14
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Dhanesha N, Doddapattar P, Chorawala MR, Nayak MK, Kokame K, Staber JM, Lentz SR, Chauhan AK. ADAMTS13 Retards Progression of Diabetic Nephropathy by Inhibiting Intrarenal Thrombosis in Mice. Arterioscler Thromb Vasc Biol 2017; 37:1332-1338. [PMID: 28495930 DOI: 10.1161/atvbaha.117.309539] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2016] [Accepted: 05/01/2017] [Indexed: 12/13/2022]
Abstract
OBJECTIVE ADAMTS13 (a disintegrin and metalloprotease with thrombospondin type I repeats-13) prevents microvascular thrombosis by cleaving prothrombogenic ultralarge von Willebrand factor (VWF) multimers. Clinical studies have found association between reduced ADAMTS13-specific activity, ultralarge VWF multimers, and thrombotic angiopathy in patients with diabetic nephropathy. It remains unknown, however, whether ADAMTS13 deficiency or ultralarge VWF multimers have a causative effect in diabetic nephropathy. APPROACH AND RESULTS The extent of renal injury was evaluated in wild-type (WT), Adamts13-/- and Adamts13-/-Vwf-/- mice after 26 weeks of streptozotocin-induced diabetic nephropathy. We found that WT diabetic mice exhibited low plasma ADAMTS13-specific activity and increased VWF levels (P<0.05 versus WT nondiabetic mice). Adamts13-/- diabetic mice exhibited deterioration of kidney function (increased albuminuria, plasma creatinine, and urea; P<0.05 versus WT diabetic mice), independent of hyperglycemia and hypertension. Deterioration of kidney function in Adamts13-/- diabetic mice was concomitant with aggravated intrarenal thrombosis (assessed by plasminogen activator inhibitor, VWF, fibrin(ogen), and CD41-positive microthrombi), increased mesangial cell expansion, and extracellular matrix deposition (P<0.05 versus WT diabetic mice). Genetic deletion of VWF in Adamts13-/- diabetic mice improved kidney function, inhibited intrarenal thrombosis, and alleviated histological changes in glomeruli, suggesting that exacerbation of diabetic nephropathy in the setting of ADAMTS13 deficiency is VWF dependent. CONCLUSIONS ADAMTS13 retards progression of diabetic nephropathy, most likely by inhibiting VWF-dependent intrarenal thrombosis. Alteration in ADAMTS13-VWF balance may be one of the key pathophysiological mechanisms of thrombotic angiopathy in diabetes mellitus.
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Affiliation(s)
- Nirav Dhanesha
- From the Department of Internal Medicine (N.D., P.D., M.R.C., M.K.N., S.R.L., A.K.C.) and Stead Family Department of Pediatrics (J.M.S.), University of Iowa; and Department of Molecular Pathogenesis, National Cardiovascular Centre Research Institute, Suita, Osaka, Japan (K.K.)
| | - Prakash Doddapattar
- From the Department of Internal Medicine (N.D., P.D., M.R.C., M.K.N., S.R.L., A.K.C.) and Stead Family Department of Pediatrics (J.M.S.), University of Iowa; and Department of Molecular Pathogenesis, National Cardiovascular Centre Research Institute, Suita, Osaka, Japan (K.K.)
| | - Mehul R Chorawala
- From the Department of Internal Medicine (N.D., P.D., M.R.C., M.K.N., S.R.L., A.K.C.) and Stead Family Department of Pediatrics (J.M.S.), University of Iowa; and Department of Molecular Pathogenesis, National Cardiovascular Centre Research Institute, Suita, Osaka, Japan (K.K.)
| | - Manasa K Nayak
- From the Department of Internal Medicine (N.D., P.D., M.R.C., M.K.N., S.R.L., A.K.C.) and Stead Family Department of Pediatrics (J.M.S.), University of Iowa; and Department of Molecular Pathogenesis, National Cardiovascular Centre Research Institute, Suita, Osaka, Japan (K.K.)
| | - Koichi Kokame
- From the Department of Internal Medicine (N.D., P.D., M.R.C., M.K.N., S.R.L., A.K.C.) and Stead Family Department of Pediatrics (J.M.S.), University of Iowa; and Department of Molecular Pathogenesis, National Cardiovascular Centre Research Institute, Suita, Osaka, Japan (K.K.)
| | - Janice M Staber
- From the Department of Internal Medicine (N.D., P.D., M.R.C., M.K.N., S.R.L., A.K.C.) and Stead Family Department of Pediatrics (J.M.S.), University of Iowa; and Department of Molecular Pathogenesis, National Cardiovascular Centre Research Institute, Suita, Osaka, Japan (K.K.)
| | - Steven R Lentz
- From the Department of Internal Medicine (N.D., P.D., M.R.C., M.K.N., S.R.L., A.K.C.) and Stead Family Department of Pediatrics (J.M.S.), University of Iowa; and Department of Molecular Pathogenesis, National Cardiovascular Centre Research Institute, Suita, Osaka, Japan (K.K.)
| | - Anil K Chauhan
- From the Department of Internal Medicine (N.D., P.D., M.R.C., M.K.N., S.R.L., A.K.C.) and Stead Family Department of Pediatrics (J.M.S.), University of Iowa; and Department of Molecular Pathogenesis, National Cardiovascular Centre Research Institute, Suita, Osaka, Japan (K.K.).
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15
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Bratseth V, Byrkjeland R, Njerve IU, Solheim S, Arnesen H, Seljeflot I. Procoagulant activity in patients with combined type 2 diabetes and coronary artery disease: No effects of long-term exercise training. Diab Vasc Dis Res 2017; 14:144-151. [PMID: 28111966 DOI: 10.1177/1479164116679080] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
We investigated the effects of 12-month exercise training on hypercoagulability in patients with combined type 2 diabetes mellitus and coronary artery disease. Associations with severity of disease were further explored. Patients ( n = 131) were randomized to exercise training or a control group. Blood was collected at inclusion and after 12 months. Tissue factor, free and total tissue factor pathway inhibitor, prothrombin fragment 1 + 2 (F1 + 2) and D-dimer were determined by enzyme-linked immunosorbent assay and ex vivo thrombin generation by the calibrated automated thrombogram assay. Tissue factor and ex vivo thrombin generation increased from baseline to 12 months ( p < 0.01, all), with no significant differences in changes between groups. At baseline, free and total tissue factor pathway inhibitor significantly correlated to fasting glucose ( p < 0.01, both) and HbA1c ( p < 0.05, both). In patients with albuminuria ( n = 34), these correlations were strengthened, and elevated levels of D-dimer, free and total tissue factor pathway inhibitor ( p < 0.01, all) and decreased ex vivo thrombin generation ( p < 0.05, all) were observed. These results show no effects of exercise training on markers of hypercoagulability in our population with combined type 2 diabetes mellitus and coronary artery disease. The association between poor glycaemic control and tissue factor pathway inhibitor might indicate increased endothelial activation. More pronounced hypercoagulability and increased tissue factor pathway inhibitor were demonstrated in patients with albuminuria.
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Affiliation(s)
- Vibeke Bratseth
- 1 Center for Clinical Heart Research, Department of Cardiology, Oslo University Hospital - Ullevål, Oslo, Norway
- 2 Center for Heart Failure Research, Oslo University Hospital, Oslo, Norway
| | - Rune Byrkjeland
- 1 Center for Clinical Heart Research, Department of Cardiology, Oslo University Hospital - Ullevål, Oslo, Norway
- 2 Center for Heart Failure Research, Oslo University Hospital, Oslo, Norway
- 3 Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Ida U Njerve
- 1 Center for Clinical Heart Research, Department of Cardiology, Oslo University Hospital - Ullevål, Oslo, Norway
- 2 Center for Heart Failure Research, Oslo University Hospital, Oslo, Norway
- 3 Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Svein Solheim
- 1 Center for Clinical Heart Research, Department of Cardiology, Oslo University Hospital - Ullevål, Oslo, Norway
- 2 Center for Heart Failure Research, Oslo University Hospital, Oslo, Norway
| | - Harald Arnesen
- 1 Center for Clinical Heart Research, Department of Cardiology, Oslo University Hospital - Ullevål, Oslo, Norway
- 2 Center for Heart Failure Research, Oslo University Hospital, Oslo, Norway
- 3 Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Ingebjørg Seljeflot
- 1 Center for Clinical Heart Research, Department of Cardiology, Oslo University Hospital - Ullevål, Oslo, Norway
- 2 Center for Heart Failure Research, Oslo University Hospital, Oslo, Norway
- 3 Faculty of Medicine, University of Oslo, Oslo, Norway
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16
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Domingueti CP, Dusse LMS, Carvalho MDG, de Sousa LP, Gomes KB, Fernandes AP. Diabetes mellitus: The linkage between oxidative stress, inflammation, hypercoagulability and vascular complications. J Diabetes Complications 2016; 30:738-45. [PMID: 26781070 DOI: 10.1016/j.jdiacomp.2015.12.018] [Citation(s) in RCA: 450] [Impact Index Per Article: 50.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Revised: 12/15/2015] [Accepted: 12/16/2015] [Indexed: 12/22/2022]
Abstract
BACKGROUND Vascular complications are the leading cause of morbidity and mortality among patients with type 1 and type 2 diabetes mellitus. These vascular abnormalities result of a chronic hyperglycemic state, which leads to an increase in oxidative stress and inflammatory responses. AIM This review addresses the relationships among endothelial dysfunction, hypercoagulability and inflammation and their biomarkers in the development of vascular complications in type 1 and type 2 diabetes. RESULTS Inflammation, endothelial dysfunction, and hypercoagulability are correlated to each other, playing an important role in the development of vascular complications in diabetic patients. Moreover, it has been observed that several endothelial, inflammatory and pro-coagulant biomarkers, such as VWF, IL-6, TNF-α, D-dimer and PAI-1, are increased in diabetic patients who have microvascular and macrovascular complications, including nephropathy or cardiovascular disease. CONCLUSION It is promising the clinical and laboratory use of endothelial, inflammatory and pro-coagulant biomarkers for predicting the risk of cardiovascular and renal complications in diabetic patients and for monitoring these patients.
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MESH Headings
- Animals
- Biomarkers/blood
- Diabetes Mellitus, Type 1/complications
- Diabetes Mellitus, Type 1/immunology
- Diabetes Mellitus, Type 1/metabolism
- Diabetes Mellitus, Type 1/physiopathology
- Diabetes Mellitus, Type 2/complications
- Diabetes Mellitus, Type 2/immunology
- Diabetes Mellitus, Type 2/metabolism
- Diabetes Mellitus, Type 2/physiopathology
- Diabetic Angiopathies/complications
- Diabetic Angiopathies/immunology
- Diabetic Angiopathies/metabolism
- Diabetic Angiopathies/physiopathology
- Endothelium, Vascular/immunology
- Endothelium, Vascular/metabolism
- Endothelium, Vascular/physiopathology
- Humans
- Models, Biological
- Oxidative Stress
- Thrombophilia/complications
- Thrombophilia/immunology
- Thrombophilia/metabolism
- Thrombophilia/physiopathology
- Vasculitis/complications
- Vasculitis/immunology
- Vasculitis/metabolism
- Vasculitis/physiopathology
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Affiliation(s)
- Caroline Pereira Domingueti
- Departamento de Análises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de São João Del-Rei, Campus Centro Oeste Dona Lindu, Divinópolis, Minas Gerais, Brazil.
| | - Luci Maria Sant'Ana Dusse
- Departamento de Análises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Maria das Graças Carvalho
- Departamento de Análises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Lirlândia Pires de Sousa
- Departamento de Análises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Karina Braga Gomes
- Departamento de Análises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Ana Paula Fernandes
- Departamento de Análises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
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17
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Li Y, Zhao M, He D, Zhao X, Zhang W, Wei L, Huang E, Ji L, Zhang M, Willard B, Fu Z, Wang L, Pan B, Zheng L, Ji L. HDL in diabetic nephropathy has less effect in endothelial repairing than diabetes without complications. Lipids Health Dis 2016; 15:76. [PMID: 27074994 PMCID: PMC4831084 DOI: 10.1186/s12944-016-0246-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Accepted: 04/08/2016] [Indexed: 12/13/2022] Open
Abstract
Background Diabetic nephropathy has a high cardiovascular risk with a low-level HDL(high density lipoprotein) in epidemiologic studies. Glycated HDL in diabetes can diminish the capacity to stimulate endothelial cell migration, but the mechanism has not been adequately explored in diabetic nephropathy. We performed this study to find out whether HDL in diabetic nephropathy is more dysfunctional than HDL in diabetes without complications. Methods Endothelial cells were treated with N-HDL (normal), D-HDL (T2DM[type 2 diabetes mellitus] without complications), DN-HDL (T2DM nephropathy), N-apoA-I (normal apoA-I), and G-apoA-I (glycated apoA-I in vitro). Cell migration capacity was measured with wound-healing and transwell migration assay in vitro and electric carotid injury model in vivo. Protein glycation levels were measured with nanoLC-MS/MS. PI3K expression and Akt phosphorylation were analyzed by western blot. Results In wound-healing assay, DN-HDL showed a 17.12 % decrease compared with D-HDL (p < 0.05). DN-HDL showed a 29.85 % decrease in comparison with D-HDL (p < 0.001) in transwell assay. In the electric carotid injury model, D-HDL and DN-HDL impaired the re-endothelialization capacity; DN-HDL was less effective than D-HDL. Meanwhile, DN-HDL was found to have a significantly higher protein glycation level than D-HDL (p < 0.001). PI3K expression and Akt phosphorylation were reduced significantly in DN-HDL in comparison with D-HDL and N-HDL. Conclusions We found that HDL from diabetic nephropathy has a higher level of glycation and induced less cell migration in vitro and in vivo compared with that from diabetes without nephropathy. This finding suggests that diabetic nephropathy has higher levels of glycated HDL and partially explains why patients with DN have a higher risk of cardiovascular disease. Electronic supplementary material The online version of this article (doi:10.1186/s12944-016-0246-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yufeng Li
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No.11 Xizhimen Nan Dajie, Xicheng District, Beijing, 100044, China.,Department of Endocrinology and Metabolism, Capital Medical University Pinggu Teaching Hospital, Beijing, 101200, China
| | - Mingming Zhao
- The Institute of Cardiovascular Sciences and Institute of Systems Biomedicine, School of Basic Medical Sciences, and Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Health Science Center, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Dan He
- The Institute of Cardiovascular Sciences and Institute of Systems Biomedicine, School of Basic Medical Sciences, and Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Health Science Center, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Xuyang Zhao
- The Institute of Cardiovascular Sciences and Institute of Systems Biomedicine, School of Basic Medical Sciences, and Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Health Science Center, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Wenjing Zhang
- Department of Obstetrics, The Military General Hospital of Beijing, Beijing, 100700, China
| | - Lixin Wei
- Department of Nephrology, Fujian Provincial Hospital, Fujian Medical University, Fuzhou, China
| | - Edgar Huang
- School of Informatics and Computing, Indiana University-Purdue University Indianapolis, Indianapolis, Indiana, USA
| | - Liang Ji
- The Institute of Cardiovascular Sciences and Institute of Systems Biomedicine, School of Basic Medical Sciences, and Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Health Science Center, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Meng Zhang
- The Institute of Cardiovascular Sciences and Institute of Systems Biomedicine, School of Basic Medical Sciences, and Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Health Science Center, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Belinda Willard
- Cleveland Clinic Lerner Research Institute Mass Spectrometry Laboratory for Protein Sequencing, Cleveland, Ohio, USA
| | - Zuodi Fu
- Department of Endocrinology and Metabolism, Capital Medical University Pinggu Teaching Hospital, Beijing, 101200, China
| | - Lijuan Wang
- Department of Endocrinology and Metabolism, Capital Medical University Pinggu Teaching Hospital, Beijing, 101200, China
| | - Bing Pan
- The Institute of Cardiovascular Sciences and Institute of Systems Biomedicine, School of Basic Medical Sciences, and Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Health Science Center, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China
| | - Lemin Zheng
- The Institute of Cardiovascular Sciences and Institute of Systems Biomedicine, School of Basic Medical Sciences, and Key Laboratory of Molecular Cardiovascular Sciences of Ministry of Education, Peking University Health Science Center, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China.
| | - Linong Ji
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No.11 Xizhimen Nan Dajie, Xicheng District, Beijing, 100044, China.
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18
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Domingueti CP, Fóscolo RB, Reis JS, Campos FMF, Dusse LMS, Carvalho MDG, Braga Gomes K, Fernandes AP. Association of Haemostatic and Inflammatory Biomarkers with Nephropathy in Type 1 Diabetes Mellitus. J Diabetes Res 2015; 2016:2315260. [PMID: 26770985 PMCID: PMC4684869 DOI: 10.1155/2016/2315260] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Accepted: 08/04/2015] [Indexed: 12/30/2022] Open
Abstract
This study aimed at investigating the association between haemostatic biomarkers, proinflammatory, and anti-inflammatory cytokines with chronic kidney disease in type 1 diabetic patients. Patients were divided into two groups: with nephropathy (albuminuria ≥ 30 mg/g and/or GFR < 60 mL/min/1.73 m(2)), n = 65; and without nephropathy (albuminuria < 30 mg/g and GFR ≥ 60 mL/min/1.73 m(2)), n = 60. INF-γ, IL-6, IL-10, and TNF-α plasma levels were determined by flow cytometry. VWF, ADAMTS13 antigen, and D-Dimer plasma levels were determined by enzyme-linked immunosorbent assay and ADAMTS13 activity was assessed by fluorescence resonance energy transfer assay. Elevated levels of INF-γ, VWF, ADAMTS13 antigen, D-Dimer, and reduced ADAMTS13 activity/antigen ratio were observed in patients with nephropathy as compared to those without nephropathy (P = 0.001, P < 0.001, P < 0.001, P < 0.001, and P < 0.001, resp.). Cytokines and haemostatic biomarkers remained associated with nephropathy after adjustments (use of statin, acetylsalicylic acid, angiotensin converting enzyme inhibitor, and angiotensin antagonist). INF-γ, TNF-α, and IL-10 significantly correlated with haemostatic biomarkers. Inflammatory and hypercoagulability status are associated with nephropathy in type 1 diabetes mellitus and an interrelationship between them may play an important role in pathogenesis of diabetic nephropathy.
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Affiliation(s)
- Caroline Pereira Domingueti
- Departamento de Analises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de São João Del-Rei, Campus Centro Oeste Dona Lindu, 35501-296 Divinopolis, MG, Brazil
| | - Rodrigo Bastos Fóscolo
- Departamento de Clínica Médica, Faculdade de Medicina, Universidade Federal de Minas Gerais, 30130-100 Belo Horizonte, MG, Brazil
| | - Janice Sepúlveda Reis
- Departamento de Endocrinologia e Metabolismo, Instituto de Educação e Pesquisa da Santa Casa de Belo Horizonte, 30150-250 Belo Horizonte, MG, Brazil
| | - Fernanda Magalhães Freire Campos
- Departamento de Analises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, 31270-901 Belo Horizonte, MG, Brazil
| | - Luci Maria S. Dusse
- Departamento de Analises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, 31270-901 Belo Horizonte, MG, Brazil
| | - Maria das Graças Carvalho
- Departamento de Analises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, 31270-901 Belo Horizonte, MG, Brazil
| | - Karina Braga Gomes
- Departamento de Analises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, 31270-901 Belo Horizonte, MG, Brazil
| | - Ana Paula Fernandes
- Departamento de Analises Clínicas e Toxicológicas, Faculdade de Farmácia, Universidade Federal de Minas Gerais, 31270-901 Belo Horizonte, MG, Brazil
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19
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Domingueti CP, Dusse LMS, Fóscolo RB, Reis JS, Annichino-Bizzacchi JM, Orsi FLDA, Mazetto BDM, Carvalho MDG, Gomes KB, Fernandes AP. Von Willebrand Factor, ADAMTS13 and D-Dimer Are Correlated with Different Levels of Nephropathy in Type 1 Diabetes Mellitus. PLoS One 2015; 10:e0132784. [PMID: 26168189 PMCID: PMC4500451 DOI: 10.1371/journal.pone.0132784] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2014] [Accepted: 06/19/2015] [Indexed: 12/25/2022] Open
Abstract
We have investigated whether von Willebrand factor, ADAMTS13 (a disintegrin and metalloproteinase with thrombospondin type 1 motif, member 13), and D-Dimer were associated with different levels of renal function in patients with type 1 diabetes. Patients were classified according to level of renal function through estimated glomerular filtration rate: ≥90 and <130mL/min/1,73m2, n=52 (control group), ≥60 and <90mL/min/1,73m2, n=29 (mild renal dysfunction group), <60mL/min/1,73m2, n=28 (severe renal dysfunction group); and through urinary albumin excretion: normoalbuminuria, microalbuminuria and macroalbuminuria. Von Willebrand factor, ADAMTS13, and D-Dimer plasma levels were determined by enzyme-linked immunosorbent assay. ADAMTS13 activity was determined by fluorescence resonance energy transfer assay. Von Willebrand factor levels were increased in patients with mild (P=0.001) and severe (P<0.001) renal dysfunction as compared to the control group. ADAMTS13 levels were also increased in mild (P=0.029) and severe (P=0.002) renal dysfunction groups in comparison to the control group, while ADAMTS13 activity was increased only in the severe renal dysfunction group as compared to the control group (P=0.006). No significant differences were observed among the groups regarding von Willebrand factor/ADAMTS13 ratio. ADAMTS13 activity/ADAMTS13 levels ratio was reduced in patients with mild (P=0.013) and severe (P=0.015) renal dysfunction as compared to the control group. D-Dimer levels were increased in patients with mild (P=0.006) and severe (P<0.001) renal dysfunction as compared to the control group; it was also higher in patients with severe renal dysfunction as compared to the mild renal dysfunction group (P=0.019). Similar results were found for albuminuria classification. Increased von Willebrand factor, ADAMTS13, and D-Dimer levels and decreased ADAMTS13 activity/ADAMTS13 levels ratio are associated with renal dysfunction in patients with type 1 diabetes, suggesting that endothelial dysfunction and hypercoagulability are associated with nephropathy in type 1 diabetes.
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Affiliation(s)
- Caroline Pereira Domingueti
- Department of Clinical and Toxicological Analysis, Faculty of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Luci Maria S. Dusse
- Department of Clinical and Toxicological Analysis, Faculty of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Rodrigo Bastos Fóscolo
- Department of Medical Clinic, Faculty of Medicine, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Janice Sepúlveda Reis
- Department of Endocrinology and Metabolism, Institute of Education and Research of Santa Casa of Belo Horizonte, Belo Horizonte, Minas Gerais, Brazil
| | | | | | | | - Maria das Graças Carvalho
- Department of Clinical and Toxicological Analysis, Faculty of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Karina Braga Gomes
- Department of Clinical and Toxicological Analysis, Faculty of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Ana Paula Fernandes
- Department of Clinical and Toxicological Analysis, Faculty of Pharmacy, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
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