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Shu Y, Zhao X, Yang C, Yan Y, Zheng Y, Wang X, Qiu C. Circulating prekallikrein levels are correlated with lipid levels in the chinese population: a cross-sectional study. Lipids Health Dis 2023; 22:79. [PMID: 37353816 DOI: 10.1186/s12944-023-01849-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 06/14/2023] [Indexed: 06/25/2023] Open
Abstract
BACKGROUND Recent evidence has revealed that circulating coagulation factor prekallikrein (PK), an important part of the kallikrein-kinin system, regulates cholesterol metabolism, but the association between serum PK and lipid levels is unclear. METHODS This cross-sectional study included 256 subjects (aged from 1 month to 90 years) who underwent physical examinations at the First People's Hospital of Huaihua, China. After overnight fasting, serum was collected for PK and lipid testing. Spearman correlation analysis and multivariable logistic regression analysis were used to analyze the association of PK level with lipid levels and the likelihood risk of hyperlipidemia. The possible threshold value of PK was calculated according to the receiver operating characteristic (ROC) curve. RESULTS The median serum PK level was 280.9 µg/mL (IQR 168.0, 377.0), and this level changed with age but not sex. The serum PK level was positively correlated with the serum total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), and triglyceride (TG) levels. A nonlinear relationship was observed between serum PK and high-density lipoprotein cholesterol (HDL-C) levels. The serum PK level was positively correlated with HDL-C when its level was lower than 240 µg/mL and negatively correlated with HDL-C when its level was higher than 240 µg/mL. The regression analysis demonstrated that an elevated serum PK level was significantly associated with the likelihood risk of hypercholesterolemia and hypertriglyceridemia. The ROC curve showed that the possible threshold values of serum PK for hypercholesterolemia and hypertriglyceridemia occurrences were 344.9 µg/mL and 305.7 µg/mL, respectively. CONCLUSIONS Elevated serum PK levels were significantly associated with the likelihood of hypercholesterolemia and hypertriglyceridemia, and the possible threshold values of PK levels were 344.9 µg/mL and 305.70 µg/mL, respectively, suggesting that higher PK levels may be a risk factor for cardiovascular diseases.
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Affiliation(s)
- Yuanlu Shu
- Evidence-based Medicine and Clinical Center, The First People's Hospital of Huaihua, Huaihua, 418000, P.R. China
| | - Xiang Zhao
- Department of General Practice, The First People's Hospital of Huaihua, Huaihua, 418000, P.R. China
| | - Changshun Yang
- Department of Laboratory Medicine, The First People's Hospital of Huaihua, Huaihua, 418000, P.R. China
| | - Yan Yan
- School of Public Health and Laboratory Medicine, Hunan University of Medicine, Huaihua, 418000, P.R. China
| | - Yao Zheng
- College of Biology and Environmental Sciences, Jishou University, Jishou, 416000, P.R. China
| | - Xijie Wang
- College of Biology and Environmental Sciences, Jishou University, Jishou, 416000, P.R. China
| | - Chengfeng Qiu
- Evidence-based Medicine and Clinical Center, The First People's Hospital of Huaihua, Huaihua, 418000, P.R. China.
- Department of Clinical Pharmacy, The First People's Hospital of Huaihua, Huaihua, 418000, P.R. China.
- School of Basic Medical Sciences, University of South China, Hengyang, 421000, P.R. China.
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Wang JK, Li Y, Zhao XL, Liu YB, Tan J, Xing YY, Adi D, Wang YT, Fu ZY, Ma YT, Liu SM, Liu Y, Wang Y, Shi XJ, Lu XY, Song BL, Luo J. Ablation of Plasma Prekallikrein Decreases LDL Cholesterol by Stabilizing LDL Receptor and Protects against Atherosclerosis. Circulation 2022; 145:675-687. [PMID: 35189703 DOI: 10.1161/circulationaha.121.056491] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: High blood cholesterol accelerates the progression of atherosclerosis that is an asymptomatic process lasting for decades. Rupture of atherosclerotic plaques induces thrombosis that results in myocardial infarction or stroke. Lowering cholesterol levels is beneficial for preventing atherosclerotic cardiovascular disease (ASCVD). Methods: Low-density lipoprotein (LDL) receptor (LDLR) was used as the bait to identify its binding proteins in the plasma, and the coagulation factor prekallikrein (PK, encoded by the KLKB1 gene) was revealed. The correlation between serum PK protein content and lipid levels in young Chinese Han was then analyzed. To investigate the effects of PK ablation on LDLR and lipid levels in vivo, we genetically deleted Klkb1 in hamsters and heterozygous Ldlr knockout mice, as well as knocked Klkb1 down using adeno-associated virus-mediated shRNA in rats. The additive effect of PK and PCSK9 inhibition was evaluated as well. We also applied the anti-PK neutralizing antibody that blocked PK and LDLR interaction to mice. Mice lacking both PK and Apolipoprotein e (Klkb1-/-Apoe-/-) were generated to assess the role of PK in atherosclerosis. Results: PK directly bound LDLR and induced its lysosomal degradation. The serum PK concentrations positively correlated with LDL cholesterol levels in 198 young Chinese Han adults. Genetic depletion of Klkb1 increased hepatic LDLR and decreased circulating cholesterol in multiple rodent models. Inhibition of PCSK9 with Evolocumab further decreased plasma LDL cholesterol levels in Klkb1-deficient hamsters. The anti-PK neutralizing antibody could similarly lower plasma lipids through upregulating hepatic LDLR. Ablation of Klkb1 slowed down the progression of atherosclerosis in mice on Apoe-deficient background. Conclusions: PK regulates circulating cholesterol levels through binding to LDLR and inducing its lysosomal degradation. Ablation of PK stabilizes LDLR, decreases LDL cholesterol and prevents atherosclerotic plaque development. This study suggests that PK is a promising therapeutic target to treat ASCVD.
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Affiliation(s)
- Jin-Kai Wang
- The Institute for Advanced Studies, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan, China
| | - Yang Li
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Xiao-Lu Zhao
- The Institute for Advanced Studies, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan, China
| | - Yuan-Bin Liu
- The Institute for Advanced Studies, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan, China
| | - Jing Tan
- The Institute for Advanced Studies, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan, China
| | - Yu-Ying Xing
- The Institute for Advanced Studies, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan, China
| | - Dilare Adi
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Yong-Tao Wang
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Zhen-Yan Fu
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Yi-Tong Ma
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Song-Mei Liu
- Department of Clinical Laboratory, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Yong Liu
- The Institute for Advanced Studies, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan, China
| | - Yan Wang
- The Institute for Advanced Studies, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan, China
| | - Xiong-Jie Shi
- The Institute for Advanced Studies, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan, China
| | - Xiao-Yi Lu
- The Institute for Advanced Studies, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan, China
| | - Bao-Liang Song
- The Institute for Advanced Studies, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan, China
| | - Jie Luo
- The Institute for Advanced Studies, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, TaiKang Medical School, Wuhan University, Wuhan, China
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3
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Investigation of proteins important for microcirculation using in vivo microdialysis after glucose provocation: a proteomic study. Sci Rep 2021; 11:19093. [PMID: 34580391 PMCID: PMC8476624 DOI: 10.1038/s41598-021-98672-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 09/13/2021] [Indexed: 11/08/2022] Open
Abstract
Insulin has metabolic and vascular effects in the human body. What mechanisms that orchestrate the effects in the microcirculation, and how the responds differ in different tissues, is however not fully understood. It is therefore of interest to search for markers in microdialysate that may be related to the microcirculation. This study aims to identify proteins related to microvascular changes in different tissue compartments after glucose provocation using in vivo microdialysis. Microdialysis was conducted in three different tissue compartments (intracutaneous, subcutaneous and intravenous) from healthy subjects. Microdialysate was collected during three time periods; recovery after catheter insertion, baseline and glucose provocation, and analyzed using proteomics. Altogether, 126 proteins were detected. Multivariate data analysis showed that the differences in protein expression levels during the three time periods, including comparison before and after glucose provocation, were most pronounced in the intracutaneous and subcutaneous compartments. Four proteins with vascular effects were identified (angiotensinogen, kininogen-1, alpha-2-HS-glycoprotein and hemoglobin subunit beta), all upregulated after glucose provocation compared to baseline in all three compartments. Glucose provocation is known to cause insulin-induced vasodilation through the nitric oxide pathway, and this study indicates that this is facilitated through the interactions of the RAS (angiotensinogen) and kallikrein-kinin (kininogen-1) systems.
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4
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Hariri MA, Jaffa MA, Saoud R, Zhao J, Zhu R, Jaffa AA, El-Achkar GA, Moussa M, Kobeissy F, Hassan A, Ziyadeh FN, Mechref Y, Jaffa AA. Vascular Cells Proteome Associated with Bradykinin and Leptin Inflammation and Oxidative Stress Signals. Antioxidants (Basel) 2020; 9:antiox9121251. [PMID: 33316969 PMCID: PMC7764689 DOI: 10.3390/antiox9121251] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 10/13/2020] [Accepted: 10/25/2020] [Indexed: 02/06/2023] Open
Abstract
Among the primary contributors to cardiovascular diseases are inflammation and oxidative imbalance within the vessel walls as well as the fibrosis of rat aortic smooth muscle cell (RASMC). Bradykinin (BK) and leptin are inflammatory modulators that are linked to vascular injury. In this study, we employed tandem LC-MS/MS to identify protein signatures that encompass protein abundance in RASMC treated with BK or leptin followed by systems biology analyses to gain insight into the biological pathways and processes linked to vascular remodeling. In the study, 1837 proteins were identified in control untreated RASMC. BK altered the expression of 72 (4%) and 120 (6.5%) proteins, whereas leptin altered the expression of 189 (10.2%) and 127 (6.5%) proteins after 24 and 48 h, respectively, compared to control RASMC. BK increased the protein abundance of leptin receptor, transforming growth factor-β. On the other hand, leptin increased the protein abundance of plasminogen activator inhibitor 1 but decreased the protein abundance of cofilin. BK and leptin induced the expression of inflammatory cytokines such as tumor necrosis factor alpha (TNF-α) and interleukin-1β (IL-1β) and pathway analysis revealed the activation of mitogen-activated protein kinases (MAPKs) and AKT pathways. The proteome profile in response to BK and leptin revealed mechanistic interplay of multiple processes that modulate inflammation and oxidative stress signals in the vasculature.
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Affiliation(s)
- Moustafa Al Hariri
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut 11-0236, Lebanon; (M.A.H.); (R.S.); (G.A.E.-A.); (M.M.); (F.K.); (F.N.Z.)
| | - Miran A. Jaffa
- Epidemiology and Population Health Department, Faculty of Health Sciences, American University of Beirut, Beirut 11-0236, Lebanon;
| | - Richard Saoud
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut 11-0236, Lebanon; (M.A.H.); (R.S.); (G.A.E.-A.); (M.M.); (F.K.); (F.N.Z.)
| | - Jingfu Zhao
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79409, USA; (J.Z.); (R.Z.)
| | - Rui Zhu
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79409, USA; (J.Z.); (R.Z.)
| | - Aneese A. Jaffa
- Faculty of Arts and Sciences, American University of Beirut, Beirut 11-0236, Lebanon;
| | - Ghewa A. El-Achkar
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut 11-0236, Lebanon; (M.A.H.); (R.S.); (G.A.E.-A.); (M.M.); (F.K.); (F.N.Z.)
| | - Mayssam Moussa
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut 11-0236, Lebanon; (M.A.H.); (R.S.); (G.A.E.-A.); (M.M.); (F.K.); (F.N.Z.)
| | - Firas Kobeissy
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut 11-0236, Lebanon; (M.A.H.); (R.S.); (G.A.E.-A.); (M.M.); (F.K.); (F.N.Z.)
| | - Anwarul Hassan
- Department of Mechanical and Industrial Engineering, Qatar University, Doha 2713, Qatar;
| | - Fuad N. Ziyadeh
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut 11-0236, Lebanon; (M.A.H.); (R.S.); (G.A.E.-A.); (M.M.); (F.K.); (F.N.Z.)
| | - Yehia Mechref
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79409, USA; (J.Z.); (R.Z.)
- Correspondence: (Y.M.); (A.A.J.); Tel.: +1812-219-1972 (Y.M.); +961-1-350000 (A.A.J.)
| | - Ayad A. Jaffa
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut 11-0236, Lebanon; (M.A.H.); (R.S.); (G.A.E.-A.); (M.M.); (F.K.); (F.N.Z.)
- Correspondence: (Y.M.); (A.A.J.); Tel.: +1812-219-1972 (Y.M.); +961-1-350000 (A.A.J.)
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Jaffa MA, Bebu I, Luttrell D, Braffett BH, Lachin JM, Hunt K, Lopes-Virella M, Luttrell L, Lyons TJ, Jaffa AA. Longitudinal Plasma Kallikrein Levels and Their Association With the Risk of Cardiovascular Disease Outcomes in Type 1 Diabetes in DCCT/EDIC. Diabetes 2020; 69:2440-2445. [PMID: 32826295 PMCID: PMC7576572 DOI: 10.2337/db20-0427] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Accepted: 08/11/2020] [Indexed: 11/13/2022]
Abstract
We determined the relationship between plasma kallikrein and cardiovascular disease (CVD) outcomes as well as major adverse cardiovascular events (MACE) in the Diabetes Control and Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC) cohort of type 1 diabetes (T1D). Plasma kallikrein levels were measured longitudinally in 693 subjects at DCCT baseline (1983-1989), midpoint (1988-1991), and end (1993) and at EDIC years 4-6 (1997-1999), 8-10 (2001-2003), and 11-13 (2004-2006). Cox proportional hazards regression models assessed the association between plasma kallikrein levels and the risk of CVD. In unadjusted models, higher plasma kallikrein levels were associated with higher risk of any CVD during DCCT/EDIC (hazard ratio [HR] = 1.16 per 20 nmol/L higher levels of plasma kallikrein; P = 0.0177) as well as over the EDIC-only period (HR = 1.22; P = 0.0024). The association between plasma kallikrein levels and the risk of any CVD remained significant during the EDIC follow-up after adjustment for age and mean HbA1c (HR = 1.20; P = 0.0082) and in the fully adjusted model for other CVD risk factors (HR = 1.17; P = 0.0330). For MACE, higher plasma kallikrein levels were associated with higher risk in the unadjusted (HR = 1.25; P = 0.0145), minimally adjusted (HR = 1.23; P = 0.0417, and fully adjusted (HR = 1.27; P = 0.0328) models for EDIC only. These novel findings indicate that plasma kallikrein level associates with the risk of any CVD and MACE in T1D individuals.
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Affiliation(s)
- Miran A Jaffa
- Epidemiology and Population Health Department, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
| | - Ionut Bebu
- The Biostatistics Center, The George Washington University, Rockville, MD
| | - Deirdre Luttrell
- Department of Medicine, Medical University of South Carolina, Charleston, SC
| | - Barbara H Braffett
- The Biostatistics Center, The George Washington University, Rockville, MD
| | - John M Lachin
- The Biostatistics Center, The George Washington University, Rockville, MD
| | - Kelly Hunt
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Maria Lopes-Virella
- Department of Medicine, Medical University of South Carolina, Charleston, SC
| | - Louis Luttrell
- Department of Medicine, Medical University of South Carolina, Charleston, SC
| | - Timothy J Lyons
- Department of Medicine, Medical University of South Carolina, Charleston, SC
| | - Ayad A Jaffa
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
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Błaszkowska M, Shalimova A, Wolnik B, Orłowska-Kunikowska E, Graff B, Hoffmann M, Nilsson P, Wolf J, Narkiewicz K. Subclinical macroangiopathic target organ damage in type 1 diabetes mellitus patients. Blood Press 2020; 29:344-356. [PMID: 32460564 DOI: 10.1080/08037051.2020.1770054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE We have summarized key studies regarding the assessment of subclinical macroangiopathic target organ damage (TOD) in type 1 diabetes mellitus (T1DM). RESULTS Although chronic complications resulting from hyperglycemia, in particular macroangiopathies, are still the first cause of death in T1DM, there has been growing recognition of the role of hypoglycemia in cardiovascular morbidity and mortality. Subclinical TOD diagnosis ensures early implementation of the complex management aiming at either partial reversal of these complications or at least its downturn. To better identify patients with early TODs, several non-invasive diagnostic techniques are employed, including the ultrasonographic assessment of the intima-media thickness (IMT), computed tomography (CT) for coronary artery calcium (CAC) scores, and pulse wave velocity (PWV) measurement for arterial stiffness evaluation. Various studies reported that T1DM patients present an increased IMT. An increasing IMT fairly correlates with the cardiovascular (CV) events risk even after the adjustment to age, diabetes duration, quality of glucose control as well as the presence of hypertension, and chronic complications. Another, well established marker of the organ damage - CAC score is recommended by ACC/AHA guidelines to assess the overall CV risk in T1DM. Also, the arterial stiffness evaluation with PWV may further improve CV risk prediction, which has been reported in multiple studies including the Framingham Heart Study. CONCLUSIONS There is shortage of data from prospective studies which could confirm the benefits of early treatment initiation based on the presence of the subclinical organ damage in T1DM. Most evidence comes from T2DM trials, where effective preventive measures were identified i.e.: smoking cessation, reasonable blood glucose control, efficacious hypertension treatment, and dyslipidemia management, as well as renoprotection. There is still a field for further research to see if routine assessment of asymptomatic vascular damage and early implementation of aggressive treatment would reduce mortality excess from CVD in T1DM.
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Affiliation(s)
- Magdalena Błaszkowska
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
| | - Anna Shalimova
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland.,Department of Internal Medicine N1, Kharkiv National Medical University, Kharkiv, Ukraine
| | - Bogumił Wolnik
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
| | | | - Beata Graff
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
| | - Michał Hoffmann
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
| | - Peter Nilsson
- Department of Clinical Sciences, Lund University, Skane University Hospital, Malmö, Sweden
| | - Jacek Wolf
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
| | - Krzysztof Narkiewicz
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
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Tillman BF, Gruber A, McCarty OJT, Gailani D. Plasma contact factors as therapeutic targets. Blood Rev 2018; 32:433-448. [PMID: 30075986 PMCID: PMC6185818 DOI: 10.1016/j.blre.2018.04.001] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 03/27/2018] [Accepted: 04/06/2018] [Indexed: 12/20/2022]
Abstract
Direct oral anticoagulants (DOACs) are small molecule inhibitors of the coagulation proteases thrombin and factor Xa that demonstrate comparable efficacy to warfarin for several common indications, while causing less serious bleeding. However, because their targets are required for the normal host-response to bleeding (hemostasis), DOACs are associated with therapy-induced bleeding that limits their use in certain patient populations and clinical situations. The plasma contact factors (factor XII, factor XI, and prekallikrein) initiate blood coagulation in the activated partial thromboplastin time assay. While serving limited roles in hemostasis, pre-clinical and epidemiologic data indicate that these proteins contribute to pathologic coagulation. It is anticipated that drugs targeting the contact factors will reduce risk of thrombosis with minimal impact on hemostasis. Here, we discuss the biochemistry of contact activation, the contributions of contact factors in thrombosis, and novel antithrombotic agents targeting contact factors that are undergoing pre-clinical and early clinical testing.
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Affiliation(s)
- Benjamin F Tillman
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Andras Gruber
- Department of Biomedical Engineering, Oregon Health & Sciences University, Portland, OR, USA; Division of Hematology and Medical Oncology School of Medicine, Oregon Health & Sciences University, Portland, OR, USA; Aronora, Inc., Portland, OR, USA
| | - Owen J T McCarty
- Department of Biomedical Engineering, Oregon Health & Sciences University, Portland, OR, USA; Division of Hematology and Medical Oncology School of Medicine, Oregon Health & Sciences University, Portland, OR, USA
| | - David Gailani
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA; Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
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8
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Jaffa MA, Jaffa AA. A Likelihood Based Approach for Joint Modeling of Longitudinal Trajectories and Informative Censoring Process. COMMUN STAT-THEOR M 2018; 48:2982-3004. [PMID: 31571721 PMCID: PMC6768558 DOI: 10.1080/03610926.2018.1473599] [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: 08/17/2017] [Accepted: 03/28/2018] [Indexed: 10/28/2022]
Abstract
We propose a joint modeling likelihood-based approach for studies with repeated measures and informative right censoring. Joint modeling of longitudinal and survival data are common approaches but could result in biased estimates if proportionality of hazards is violated. To overcome this issue, and given that the exact time of dropout is typically unknown, we modeled the censoring time as the number of follow-up visits and extended it to be dependent on selected covariates. Longitudinal trajectories for each subject were modeled to provide insight into disease progression and incorporated with the number follow-up visits in one likelihood function.
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Affiliation(s)
- Miran A Jaffa
- Epidemiology and Population Health Department, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
| | - Ayad A Jaffa
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
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9
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Schmaier AH. Plasma Prekallikrein: Its Role in Hereditary Angioedema and Health and Disease. Front Med (Lausanne) 2018; 5:3. [PMID: 29423395 PMCID: PMC5788901 DOI: 10.3389/fmed.2018.00003] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Accepted: 01/09/2018] [Indexed: 11/13/2022] Open
Abstract
Plasma prekallikrein (PK) has a critical role in acute attacks of hereditary angioedema (HAE). Unlike C1 inhibitor, its levels fall during HAE attacks with resultant cleaved high-molecular-weight kininogen. Cleavage of high-molecular-weight kininogen liberates bradykinin, the major biologic peptide that promotes the edema. How prekallikrein initially becomes activated in acute attacks of HAE is not known. PK itself is negatively associated with cardiovascular disease. High prekallikrein is associated with accelerated vascular disease in diabetes and polymorphisms of prekallikrein that reduce high-molecular-weight kininogen binding are associated with protection from cardiovascular events. Prekallikrein-deficient mice have reduced thrombosis risk and plasma kallikrein (PKa) inhibition is associated with reduced experimental gastroenterocolitis and arthritis in rodents. In sum, prekallikrein and its enzyme PKa are major targets in HAE providing much opportunity to improve the acute and chronic management of HAE. PKa inhibition also may be a target to ameliorate cardiovascular disease, thrombosis risk, and inflammation as in enterocolitis and arthritis.
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Affiliation(s)
- Alvin H Schmaier
- Hematology and Oncology Division, Department of Medicine, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, OH, United States
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10
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Al Hariri M, Elmedawar M, Zhu R, Jaffa MA, Zhao J, Mirzaei P, Ahmed A, Kobeissy F, Ziyadeh FN, Mechref Y, Jaffa AA. Proteome profiling in the aorta and kidney of type 1 diabetic rats. PLoS One 2017; 12:e0187752. [PMID: 29121074 PMCID: PMC5679573 DOI: 10.1371/journal.pone.0187752] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 10/25/2017] [Indexed: 01/04/2023] Open
Abstract
Diabetes is associated with a number of metabolic and cardiovascular risk factors that contribute to a high rate of microvascular and macrovascular complications. The risk factors and mechanisms that contribute to the development of micro- and macrovascular disease in diabetes are not fully explained. In this study, we employed mass spectrometric analysis using tandem LC-MS/MS to generate a proteomic profile of protein abundance and post-translational modifications (PTM) in the aorta and kidney of diabetic rats. In addition, systems biology analyses were employed to identify key protein markers that can provide insights into molecular pathways and processes that are differentially regulated in the aorta and kidney of type 1 diabetic rats. Our results indicated that 188 (111 downregulated and 77 upregulated) proteins were significantly identified in the aorta of diabetic rats compared to normal controls. A total of 223 (109 downregulated and 114 upregulated) proteins were significantly identified in the kidney of diabetic rats compared to normal controls. When the protein profiles from the kidney and aorta of diabetic and control rats were analyzed by principal component analysis, a distinct separation of the groups was observed. In addition, diabetes resulted in a significant increase in PTM (oxidation, phosphorylation, and acetylation) of proteins in the kidney and aorta and this effect was partially reversed by insulin treatment. Ingenuity pathway analysis performed on the list of differentially expressed proteins depicted mitochondrial dysfunction, oxidative phosphorylation and acute phase response signaling to be among the altered canonical pathways by diabetes in both tissues. The findings of the present study provide a global proteomics view of markers that highlight the mechanisms and putative processes that modulate renal and vascular injury in diabetes.
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Affiliation(s)
- Moustafa Al Hariri
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Mohamad Elmedawar
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Rui Zhu
- Department of Chemistry and Biochemistry, Texas Tech University, Memorial Circle & Boston, Lubbock, Texas, United States of America
| | - Miran A. Jaffa
- Epidemiology and Population Health Department, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon
| | - Jingfu Zhao
- Department of Chemistry and Biochemistry, Texas Tech University, Memorial Circle & Boston, Lubbock, Texas, United States of America
| | - Parvin Mirzaei
- Department of Chemistry and Biochemistry, Texas Tech University, Memorial Circle & Boston, Lubbock, Texas, United States of America
| | - Adnan Ahmed
- Center for Biotechnology & Genomics, Texas Tech University, Canton & Main, Experimental Sciences building, Lubbock, Texas, United States of America
| | - Firas Kobeissy
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Fuad N. Ziyadeh
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Department of Internal Medicine, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Yehia Mechref
- Department of Chemistry and Biochemistry, Texas Tech University, Memorial Circle & Boston, Lubbock, Texas, United States of America
| | - Ayad A. Jaffa
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
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Abstract
PURPOSE OF REVIEW This report examines the mechanism(s) by which each protein of the contact activation system - factor XII (FXII), high-molecular-weight kininogen, and prekallikrein - influences thrombosis risk. RECENT FINDINGS FXII generates thrombin through contact activation via interaction with artificial surfaces as on medical instruments such as indwelling catheters, mechanical valves, stents, and ventricular assist devices. Inhibition of FXIIa-mediated contact activation prevents thrombosis under contact activation circumstances without affecting hemostasis. Current studies suggest that high-molecular-weight kininogen deficiency parallels that of FXII and inhibits contact activation. Prekallikrein inhibition contributes to thrombosis prevention by contact activation inhibition in the nylon monofilament model of transient middle cerebral artery occlusion. However, in arterial thrombosis models where reactive oxygen species are generated, prekallikrein deficiency results in downregulation of vessel wall tissue factor generation with reduced thrombin generation. Exploiting this latter prekallikrein pathway for thrombosis risk reduction provides a general, overall reduced tissue factor, antithrombotic pathway without risk for bleeding. SUMMARY These investigations indicate that the proteins of the contact activation and kallikrein/kinin systems influence thrombosis risk by several mechanisms and understanding of these pathway provides insight into several novel targets to prevent thrombosis without increase in bleeding risk.
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12
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Gittleman HR, Merkulova A, Alhalabi O, Stavrou EX, Veigl ML, Barnholtz-Sloan JS, Schmaier AH. A Cross-sectional Study of KLKB1 and PRCP Polymorphisms in Patient Samples with Cardiovascular Disease. Front Med (Lausanne) 2016; 3:17. [PMID: 27200353 PMCID: PMC4850149 DOI: 10.3389/fmed.2016.00017] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Accepted: 04/14/2016] [Indexed: 11/30/2022] Open
Abstract
Plasma kallikrein formed from prekallikrein (PK) produces bradykinin from kininogens and activates factor XII. Plasma PK is activated by factors αXIIa, βXIIa, or prolylcarboxypeptidase (PRCP). A cross-sectional investigation determined if there is an association of PRCP and KLKB1 polymorphisms with cardiovascular disease (CVD). DNA was obtained from 2243 individuals from the Prevention of Events with Angiotensin Converting Enzyme trial. Two PRCP SNPs, rs7104980 and rs2298668, and two KLKB1 SNPs, rs3733402 and rs3087505, were genotyped. Logistic regression models were performed for history of diabetes, myocardial infarction, stroke, angina, angiographic coronary disease, CABG, intermittent claudication, percutaneous transluminal coronary angioplasty (PTCA), and transient ischemic attack. The PRCP SNP rs7104980 increased the odds of having a history of PTCA by 21% [odds ratio (OR) = 1.211; 95% confidence intervals (CI) = (1.008, 1.454)]; P = 0.041, but was non-significant after Bonferroni correction. Alternatively, having the G allele for rs3733402 (KLKB1 gene) decreased the odds of having a history of angiographic coronary disease by 24% [OR = 0.759; 95% CI = (0.622, 0.927)]; P = 0.007 that was statistically significant (P < 0.01) after Bonferroni correction for multiple hypothesis testing. When the best-fit model based on the Akaike information criterion controlled for age, weight, gender, hypertension, and history of angina, the G allele of KLKB1 rs3733402 that is associated with less plasma kallikrein activity correlated with reduced history of CVD.
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Affiliation(s)
- Haley R. Gittleman
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | - Alona Merkulova
- Department of Medicine, Division of Hematology-Oncology, Case Western Reserve University, Cleveland, OH, USA
| | - Omar Alhalabi
- Department of Medicine, Division of Hematology-Oncology, Case Western Reserve University, Cleveland, OH, USA
| | - Evi X. Stavrou
- Department of Medicine, Division of Hematology-Oncology, Case Western Reserve University, Cleveland, OH, USA
- Louis Stokes Veterans Administration Hospital, Cleveland, OH, USA
| | - Martina L. Veigl
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | | | - Alvin H. Schmaier
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, USA
- Department of Medicine, Division of Hematology-Oncology, Case Western Reserve University, Cleveland, OH, USA
- University Hospitals Case Medical Center, Cleveland, OH, USA
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