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Zhang F, Armando I, Jose PA, Zeng C, Yang J. G protein-coupled receptor kinases in hypertension: physiology, pathogenesis, and therapeutic targets. Hypertens Res 2024:10.1038/s41440-024-01763-y. [PMID: 38961282 DOI: 10.1038/s41440-024-01763-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 05/10/2024] [Accepted: 06/06/2024] [Indexed: 07/05/2024]
Abstract
G protein-coupled receptors (GPCRs) mediate cellular responses to a myriad of hormones and neurotransmitters that play vital roles in the regulation of physiological processes such as blood pressure. In organs such as the artery and kidney, hormones or neurotransmitters, such as angiotensin II (Ang II), dopamine, epinephrine, and norepinephrine exert their functions via their receptors, with the ultimate effect of keeping normal vascular reactivity, normal body sodium, and normal blood pressure. GPCR kinases (GRKs) exert their biological functions, by mediating the regulation of agonist-occupied GPCRs, non-GPCRs, or non-receptor substrates. In particular, increasing number of studies show that aberrant expression and activity of GRKs in the cardiovascular system and kidney inhibit or stimulate GPCRs (e.g., dopamine receptors, Ang II receptors, and α- and β-adrenergic receptors), resulting in hypertension. Current studies focus on the effect of selective GRK inhibitors in cardiovascular diseases, including hypertension. Moreover, genetic studies show that GRK gene variants are associated with essential hypertension, blood pressure response to antihypertensive medicines, and adverse cardiovascular outcomes of antihypertensive treatment. In this review, we present a comprehensive overview of GRK-mediated regulation of blood pressure, role of GRKs in the pathogenesis of hypertension, and highlight potential strategies for the treatment of hypertension. Schematic representation of GPCR desensitization process. Activation of GPCRs begins with the binding of an agonist to its corresponding receptor. Then G proteins activate downstream effectors that are mediated by various signaling pathways. GPCR signaling is halted by GRK-mediated receptor phosphorylation, which causes receptor internalization through β-arrestin.
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Affiliation(s)
- Fuwei Zhang
- Research Center for Metabolic and Cardiovascular Diseases, The Third Affiliated Hospital of Chongqing Medical University, Chongqing, PR China
- Department of Nutrition, The Third Affiliated Hospital of Chongqing Medical University, Chongqing, PR China
- Department of Cardiology, The Third Affiliated Hospital of Chongqing Medical University, Chongqing, PR China
| | - Ines Armando
- Division of Renal Diseases & Hypertension, Department of Medicine and Department of Physiology/Pharmacology, The George Washington University School of Medicine & Health Sciences, Washington, DC, USA
| | - Pedro A Jose
- Division of Renal Diseases & Hypertension, Department of Medicine and Department of Physiology/Pharmacology, The George Washington University School of Medicine & Health Sciences, Washington, DC, USA
| | - Chunyu Zeng
- Department of Cardiology, Daping Hospital, The Third Military Medical University (Army Medical University), Chongqing, PR China
- Chongqing Key Laboratory for Hypertension Research, Chongqing Cardiovascular Clinical Research Center, Chongqing Institute of Cardiology, Chongqing, PR China
| | - Jian Yang
- Research Center for Metabolic and Cardiovascular Diseases, The Third Affiliated Hospital of Chongqing Medical University, Chongqing, PR China.
- Department of Nutrition, The Third Affiliated Hospital of Chongqing Medical University, Chongqing, PR China.
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Inverse Salt Sensitivity of Blood Pressure Is Associated with an Increased Renin-Angiotensin System Activity. Biomedicines 2022; 10:biomedicines10112811. [PMID: 36359330 PMCID: PMC9687845 DOI: 10.3390/biomedicines10112811] [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: 10/14/2022] [Revised: 10/30/2022] [Accepted: 10/31/2022] [Indexed: 11/06/2022] Open
Abstract
High and low sodium diets are associated with increased blood pressure and cardiovascular morbidity and mortality. The paradoxical response of elevated BP in low salt diets, aka inverse salt sensitivity (ISS), is an understudied vulnerable 11% of the adult population with yet undiscovered etiology. A linear relationship between the number of single nucleotide polymorphisms (SNPs) in the dopamine D2 receptor (DRD2, rs6276 and 6277), and the sodium myo-inositol cotransporter 2 (SLC5A11, rs11074656), as well as decreased expression of these two genes in urine-derived renal proximal tubule cells (uRPTCs) isolated from clinical study participants suggest involvement of these cells in ISS. Insight into this newly discovered paradoxical response to sodium is found by incubating cells in low sodium (LS) conditions that unveil cell physiologic differences that are then reversed by mir-485-5p miRNA blocker transfection and bypassing the genetic defect by DRD2 re-expression. The renin-angiotensin system (RAS) is an important counter-regulatory mechanism to prevent hyponatremia under LS conditions. Oversensitive RAS under LS conditions could partially explain the increased mortality in ISS. Angiotensin-II (AngII, 10 nmol/L) increased sodium transport in uRPTCs to a greater extent in individuals with ISS than SR. Downstream signaling of AngII is verified by identifying lowered expression of nuclear factor erythroid 2-related factor 2 (NRF2), CCCTC-binding factor (CTCF), and manganese-dependent mitochondrial superoxide dismutase (SOD2) only in ISS-derived uRPTCs and not SR-derived uRPTCs when incubated in LS conditions. We conclude that DRD2 and SLC5A11 variants in ISS may cause an increased low sodium sensitivity to AngII and renal sodium reabsorption which can contribute to inverse salt-sensitive hypertension.
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Yang J, Hall JE, Jose PA, Chen K, Zeng C. Comprehensive insights in GRK4 and hypertension: From mechanisms to potential therapeutics. Pharmacol Ther 2022; 239:108194. [DOI: 10.1016/j.pharmthera.2022.108194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 03/30/2022] [Accepted: 04/21/2022] [Indexed: 11/24/2022]
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G-protein-coupled receptor kinase 4 causes renal angiotensin II type 2 receptor dysfunction by increasing its phosphorylation. Clin Sci (Lond) 2022; 136:989-1003. [PMID: 35695067 PMCID: PMC9793447 DOI: 10.1042/cs20220236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 06/01/2022] [Accepted: 06/13/2022] [Indexed: 12/30/2022]
Abstract
Activation of the angiotensin II type 2 receptor (AT2R) induces diuresis and natriuresis. Increased expression or/and activity of G-protein-coupled receptor kinase 4 (GRK4) or genetic variants (e.g., GRK4γ142V) cause sodium retention and hypertension. Whether GRK4 plays a role in the regulation of AT2R in the kidney remains unknown. In the present study, we found that spontaneously hypertensive rats (SHRs) had increased AT2R phosphorylation and impaired AT2R-mediated diuretic and natriuretic effects, as compared with normotensive Wistar-Kyoto (WKY) rats. The regulation by GRK4 of renal AT2R phosphorylation and function was studied in human (h) GRK4γ transgenic mice. hGRK4γ142V transgenic mice had increased renal AT2R phosphorylation and impaired AT2R-mediated natriuresis, relative to hGRK4γ wild-type (WT) littermates. These were confirmed in vitro; AT2R phosphorylation was increased and AT2R-mediated inhibition of Na+-K+-ATPase activity was decreased in hGRK4γ142V, relative to hGRK4γ WT-transfected renal proximal tubule (RPT) cells. There was a direct physical interaction between renal GRK4 and AT2R that was increased in SHRs, relative to WKY rats. Ultrasound-targeted microbubble destruction of renal GRK4 decreased the renal AT2R phosphorylation and restored the impaired AT2R-mediated diuresis and natriuresis in SHRs. In vitro studies showed that GRK4 siRNA reduced AT2R phosphorylation and reversed the impaired AT2R-mediated inhibition of Na+-K+-ATPase activity in SHR RPT cells. Our present study shows that GRK4, at least in part, impairs renal AT2R-mediated diuresis and natriuresis by increasing its phosphorylation; inhibition of GRK4 expression and/or activity may be a potential strategy to improve the renal function of AT2R.
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Inverse Salt Sensitivity of Blood Pressure: Mechanisms and Potential Relevance for Prevention of Cardiovascular Disease. Curr Hypertens Rep 2022; 24:361-374. [PMID: 35708819 DOI: 10.1007/s11906-022-01201-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/07/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE OF REVIEW To review the etiology of inverse salt sensitivity of blood pressure (BP). RECENT FINDINGS Both high and low sodium (Na+) intake can be associated with increased BP and cardiovascular morbidity and mortality. However, little is known regarding the mechanisms involved in the increase in BP in response to low Na+ intake, a condition termed inverse salt sensitivity of BP, which affects approximately 15% of the adult population. The renal proximal tubule is important in regulating up to 70% of renal Na+ transport. The renin-angiotensin and renal dopaminergic systems play both synergistic and opposing roles in the regulation of Na+ transport in this nephron segment. Clinical studies have demonstrated that individuals express a "personal salt index" (PSI) that marks whether they are salt-resistant, salt-sensitive, or inverse salt-sensitive. Inverse salt sensitivity results in part from genetic polymorphisms in various Na+ regulatory genes leading to a decrease in natriuretic activity and an increase in renal tubular Na+ reabsorption leading to an increase in BP. This article reviews the potential mechanisms of a new pathophysiologic entity, inverse salt sensitivity of BP, which affects approximately 15% of the general adult population.
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Mulerova T, Uchasova E, Ogarkov M, Barbarash O. Genetic forms and pathophysiology of essential arterial hypertension in minor indigenous peoples of Russia. BMC Cardiovasc Disord 2020; 20:169. [PMID: 32293282 PMCID: PMC7158150 DOI: 10.1186/s12872-020-01464-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 04/02/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND To study the genetic forms and pathophysiology of arterial hypertension by evaluating plasma renin activity in the Shors, minor indigenous peoples inhabiting the south of Western Siberia. METHODS A single-stage study of indigenous (the Shors) and non-indigenous peoples living in the villages of Gornaya Shoria of the Kemerovo region in the south of Western Siberia was conducted in the period from 2013 to 2017. One thousand four hundred nine adults (901 Shors and 508 non-indigenous inhabitants) were recruited in the study using a continuous sampling plan. Arterial blood pressure was measured according to 2018 ESC/ESH guidelines for the management of arterial hypertension. All the respondents underwent clinical and instrumental examination. Plasma renin activity was determined by enzyme-linked immunoassay with the BRG kits (Germany). Polymorphisms of ACE (I/D, rs 4340), АGT (c.803 T > C, rs699), AGTR1 (А1166С, rs5186), ADRB1 (с.145A > G, Ser49Gly, rs1801252) and ADRA2B (I/D, rs 28,365,031) genes were tested using polymerase chain reaction. RESULTS Renin-dependent hypertensive patients prevailed in both ethnic groups (65.6% in the indigenous group vs. 89.8% in the non-indigenous group, p = 0.001). Prevalence of a volume-dependent AH was low in both groups (34.4% in the indigenous group vs. 10.2% in the non-indigenous group, р = 0.001). The D/D and Т/Т genotypes of the АСЕ [OR = 6.97; 95% CI (1.07-55.58)] and AGT [OR = 3.53; 95% CI (1.02-12.91)] genes were associated with the renin-dependent AH in the Shors. The C/C genotype of AGTR1 gene was found to predispose to the volume-dependent AH [OR = 5.25; 95% CI (1.03-27.89)]. The C/C genotype of AGTR1 gene was associated with moderate or high renin levels suggesting essential AH in the non-indigenous group [OR = 5.00; 95% CI (1.21-22.30), р = 0.029]. CONCLUSION An in-depth understanding of AH pathophysiology and its genetic forms ensures the optimal choice of blood pressure-lowering treatment and optimizes AH control.
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Affiliation(s)
- Tatyana Mulerova
- Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, 6, Sosnoviy Blvd, 650002 Kemerovo, Russia
| | - Evgenya Uchasova
- Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, 6, Sosnoviy Blvd, 650002 Kemerovo, Russia
| | - Michael Ogarkov
- Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, 6, Sosnoviy Blvd, 650002 Kemerovo, Russia
| | - Olga Barbarash
- Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, 6, Sosnoviy Blvd, 650002 Kemerovo, Russia
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Sodium sensitivity of blood pressure in Chinese populations. J Hum Hypertens 2019; 34:94-107. [PMID: 30631129 DOI: 10.1038/s41371-018-0152-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 11/15/2018] [Accepted: 12/06/2018] [Indexed: 12/12/2022]
Abstract
Hypertension is an enormous public-health challenge in the world due to its high prevalence and consequent increased cardiovascular disease morbidity and mortality. Observational epidemiologic studies and clinical trials have demonstrated a causal relationship between sodium intake and elevated blood pressure (BP). However, BP changes in response to sodium intervention vary among individuals-a trait called sodium sensitivity. This paper aims to review the recent advances in sodium-sensitivity research in Chinese and other populations. Older age, female gender, and black race are associated with high sodium sensitivity. Both genetic and environmental factors influence BP sodium sensitivity. Physical activity and dietary potassium intake are associated with reduced sodium sensitivity while obesity, metabolic syndrome, and elevated BP are associated with increased sodium sensitivity. Familial studies have documented a moderate heritability of sodium sensitivity. Candidate gene association studies, genome-wide association studies, whole-exome, and whole-genome sequencing studies have been conducted to elucidate the genomic mechanisms of sodium sensitivity. The Genetic Epidemiology Network of Salt Sensitivity (GenSalt) study, the largest family-based feeding study to date, was conducted among 1906 Han Chinese in rural northern China. This study showed that ~32.4% of Chinese adults were sodium sensitive. Additionally, several genetic variants were found to be associated with sodium sensitivity. Findings from the GenSalt Study and others indicate that sodium sensitivity is a reproducible trait and both lifestyle factors and genetic variants play a role in this complex trait. Discovering biomarkers and underlying mechanisms for sodium sensitivity will help to develop individualized intervention strategies for hypertension.
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Amosco MD, Tavera GR, Villar VAM, Naniong JMA, David-Bustamante LMG, Williams SM, Jose PA, Palmes-Saloma CP. Non-additive effects of ACVR2A in preeclampsia in a Philippine population. BMC Pregnancy Childbirth 2019; 19:11. [PMID: 30621627 PMCID: PMC6323705 DOI: 10.1186/s12884-018-2152-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2018] [Accepted: 12/17/2018] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Multiple interrelated pathways contribute to the pathogenesis of preeclampsia, and variants in susceptibility genes may play a role among Filipinos, an ethnically distinct group with high prevalence of the disease. The objective of this study was to examine the association between variants in maternal candidate genes and the development of preeclampsia in a Philippine population. METHODS A case-control study involving 29 single nucleotide polymorphisms (SNPs) in 21 candidate genes was conducted in 150 patients with preeclampsia (cases) and 175 women with uncomplicated normal pregnancies (controls). Genotyping for the GRK4 and DRD1 gene variants was carried out using the TaqMan Assay, and all other variants were assayed using the Sequenom MassARRAY Iplex Platform. PLINK was used for SNP association testing. Multilocus association analysis was performed using multifactor dimensionality reduction (MDR) analysis. RESULTS Among the clinical factors, older age (P < 1 × 10-4), higher BMI (P < 1 × 10-4), having a new partner (P = 0.006), and increased time interval from previous pregnancy (P = 0.018) associated with preeclampsia. The MDR algorithm identified the genetic variant ACVR2A rs1014064 as interacting with age and BMI in association with preeclampsia among Filipino women. CONCLUSIONS The MDR algorithm identified an interaction between age, BMI and ACVR2A rs1014064, indicating that context among genetic variants and demographic/clinical factors may be crucial to understanding the pathogenesis of preeclampsia among Filipino women.
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Affiliation(s)
- Melissa D. Amosco
- National Institute of Molecular Biology and Biotechnology, National Science Complex, University of the Philippines, Diliman, 1101 Quezon City, Philippines
- Department of Obstetrics and Gynecology, Philippine General Hospital - University of the Philippines, Taft Avenue, 1000 Manila, Philippines
| | - Gloria R. Tavera
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, School of Medicine, Cleveland, OH 44106 USA
| | - Van Anthony M. Villar
- Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University of School of Medicine & Health Sciences, Washington, DC, 20037 USA
| | - Justin Michael A. Naniong
- National Institute of Molecular Biology and Biotechnology, National Science Complex, University of the Philippines, Diliman, 1101 Quezon City, Philippines
| | - Lara Marie G. David-Bustamante
- Department of Obstetrics and Gynecology, Philippine General Hospital - University of the Philippines, Taft Avenue, 1000 Manila, Philippines
| | - Scott M. Williams
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, School of Medicine, Cleveland, OH 44106 USA
| | - Pedro A. Jose
- Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University of School of Medicine & Health Sciences, Washington, DC, 20037 USA
- Department of Pharmacology and Physiology, The George Washington University of School of Medicine & Health Sciences, Washington, DC, 20037 USA
| | - Cynthia P. Palmes-Saloma
- National Institute of Molecular Biology and Biotechnology, National Science Complex, University of the Philippines, Diliman, 1101 Quezon City, Philippines
- Philippine Genome Center, National Science Complex, University of the Philippines, Diliman, 1101 Quezon City, Philippines
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Qi H, Liu B, Guo C, Liu Z, Cao H, Liu K, Sun W, Zhang L. Effects of environmental and genetic risk factors for salt sensitivity on blood pressure in northern China: the systemic epidemiology of salt sensitivity (EpiSS) cohort study. BMJ Open 2018; 8:e023042. [PMID: 30593548 PMCID: PMC6318536 DOI: 10.1136/bmjopen-2018-023042] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 08/29/2018] [Accepted: 10/12/2018] [Indexed: 12/19/2022] Open
Abstract
PURPOSE The systemic epidemiology of salt sensitivity (EpiSS) study aims to combine molecular biology, epidemiology and bioinformatics methods to discover the potential causes of salt sensitivity of blood pressure (SSBP) using single-nucleotide polymorphisms in the genome and non-coding RNAs in the transcriptome to uncover both the genetic and environmental factors of SSBP. PARTICIPANTS Between July 2014 and July 2016, we enrolled adults from 11 study centres in Beijing and Liaoning Province; participants were of the Han population and were 35-70 years of age. We collected blood samples, spot urine samples and 24-hour urine samples, in addition to baseline data on demographics, health-related lifestyle factors, chronic diseases, family history of illness and anthropometric information through face-to-face interviews using a standardised questionnaire. EpiSS uses the modified Sullivan's acute oral saline load and diuresis shrinkage test (MSAOSL-DST) to evaluate the effects of salt on blood pressure. FINDINGS TO DATE In total, 2163 participants were included in the EpiSS, of which 2144 participants completed the questionnaire, 2120 (98.0%) completed the MSAOSL-DST and 2083 (96.3%) provided a 24-hour urine sample. A total of 2057 participants (1501 women and 556 men) completed all the steps of the investigation and were included in the analysis. Among them, 583 (28.3%) subjects were classified as having salt sensitivity of blood pressure, and 1061 (51.6%) had hypertension. FUTURE PLANS The next step of our study is to evaluate the incidence of cardiovascular disease in the participants. Biennial follow-up, including face-to-face questionnaire surveys, laboratory measurements of blood, urinary creatinine, glomerular filtration rate and anthropometric measurements, will occur two additional times. DNA and RNA will be collected for subsequent genetic biomarker studies. We plan on screening the salt-sensitive-related gene loci and non-coding RNAs based on relative environmental risk factors. TRIAL REGISTRATION NUMBER ChiCTR-EOC-16009980; Pre-results.
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Affiliation(s)
- Han Qi
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Bin Liu
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Chunyue Guo
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Zheng Liu
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Han Cao
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Kuo Liu
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Weiping Sun
- Department of Cardiology, Luhe Hospital, Capital Medical University, Beijing, China
| | - Ling Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
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Dong OM. Excessive dietary sodium intake and elevated blood pressure: a review of current prevention and management strategies and the emerging role of pharmaconutrigenetics. BMJ Nutr Prev Health 2018; 1:7-16. [PMID: 33235949 PMCID: PMC7678480 DOI: 10.1136/bmjnph-2018-000004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 08/01/2018] [Accepted: 08/02/2018] [Indexed: 12/25/2022] Open
Affiliation(s)
- Olivia M Dong
- Center for Pharmacogenomics and Individualized Therapy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Gu X, Gu D, He J, Rao DC, Hixson JE, Chen J, Li J, Huang J, Wu X, Rice TK, Shimmin LC, Kelly TN. Resequencing Epithelial Sodium Channel Genes Identifies Rare Variants Associated With Blood Pressure Salt-Sensitivity: The GenSalt Study. Am J Hypertens 2018; 31:205-211. [PMID: 29036630 PMCID: PMC5861537 DOI: 10.1093/ajh/hpx169] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Revised: 09/04/2017] [Accepted: 09/18/2017] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND A resequencing study of renal epithelial sodium channel (ENaC) genes was conducted to identify rare variants associated with blood pressure (BP) salt-sensitivity. METHODS The Genetic Epidemiology Network of Salt-Sensitivity (GenSalt) study was conducted among 1,906 participants who underwent a 7-day low-sodium followed by a 7-day high-sodium feeding-study. The 300 most salt-sensitive and 300 most salt-resistant GenSalt participants were selected for the resequencing study. Three ENaC genes (SCNN1A, SCNN1B, and SCNN1G) were resequenced using capillary-based sequencing methods. Traditional burden tests were utilized to examine association between rare variants and BP salt-sensitivity. Associations of low-frequency and common variants were tested using single-marker analyses. RESULTS Carriers of SCNN1A rare variants had a 0.52 [95% confidence interval (CI): 0.32-0.85] decreased odds of BP salt-sensitivity compared with noncarriers. Neither SCNN1B nor SCNN1G associated with salt-sensitivity of BP in rare variant analyses (P = 0.65 and 0.48, respectively). In single-marker analyses, 3 independent common variants in SCNN1A, rs11614164, rs4764586, and rs3741914, associated with salt-sensitivity after Bonferroni correction (P = 4.4 × 10-4, 1.1 × 10-8, and 1.3 × 10-3). Each copy of the minor allele of rs4764586 was associated with a 1.36-fold (95% CI: 1.23-1.52) increased odds of salt-sensitivity, whereas each copy of the minor allele of rs11614164 and rs3741914 was associated with 0.68-fold (95% CI: 0.55-0.84) and 0.69-fold (95% CI: 0.54-0.86) decreased odds of salt-sensitivity, respectively. CONCLUSIONS This study demonstrated for the first time a relationship between rare variants in the ENaC pathway and BP salt-sensitivity. Future replication and functional studies are needed to confirm the findings in this study. CLINICAL TRIAL REGISTRY Trial Number NCT00721721.
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Affiliation(s)
- Xiaoying Gu
- Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine and School of Medicine, New Orleans, Louisiana, USA
| | - Dongfeng Gu
- Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jiang He
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine and School of Medicine, New Orleans, Louisiana, USA
| | - Dabeeru C Rao
- Division of Biostatistics, Washington University School of Medicine, St. Louis, Missouri, USA
| | - James E Hixson
- Department of Epidemiology, Human Genetics and Environmental Sciences, University of Texas School of Public Health, Houston, Texas, USA
| | - Jichun Chen
- Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianxin Li
- Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianfeng Huang
- Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xigui Wu
- Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Treva K Rice
- Division of Biostatistics, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Lawrence C Shimmin
- Department of Epidemiology, Human Genetics and Environmental Sciences, University of Texas School of Public Health, Houston, Texas, USA
| | - Tanika N Kelly
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine and School of Medicine, New Orleans, Louisiana, USA
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Diao Z, Asico LD, Villar VAM, Zheng X, Cuevas S, Armando I, Jose PA, Wang X. Increased renal oxidative stress in salt-sensitive human GRK4γ486V transgenic mice. Free Radic Biol Med 2017; 106:80-90. [PMID: 28189851 PMCID: PMC5376361 DOI: 10.1016/j.freeradbiomed.2017.02.021] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Revised: 02/07/2017] [Accepted: 02/08/2017] [Indexed: 12/16/2022]
Abstract
We tested the hypothesis that salt-sensitive hypertension is caused by renal oxidative stress by measuring the blood pressure and reactive oxygen species-related proteins in the kidneys of human G protein-coupled receptor kinase 4γ (hGRK4γ) 486V transgenic mice and non-transgenic (Non-T) littermates on normal and high salt diets. High salt diet increased the blood pressure, associated with impaired sodium excretion, in hGRK4γ486V mice. Renal expressions of NOX isoforms were similar in both strains on normal salt diet but NOX2 was decreased by high salt diet to a greater extent in Non-T than hGRK4γ486V mice. Renal HO-2, but not HO-1, protein was greater in hGRK4γ486V than Non-T mice on normal salt diet and normalized by high salt diet. On normal salt diet, renal CuZnSOD and ECSOD proteins were similar but renal MnSOD was lower in hGRK4γ486V than Non-T mice and remained low on high salt diet. High salt diet decreased renal CuZnSOD in hGRK4γ486V but not Non-T mice and decreased renal ECSOD to a greater extent in hGRK4γ486V than Non-T mice. Renal SOD activity, superoxide production, and NOS3 protein were similar in two strains on normal salt diet. However, high salt diet decreased SOD activity and NOS3 protein and increased superoxide production in hGRK4γ486V mice but not in Non-T mice. High salt diet also increased urinary 8-isoprostane and 8-hydroxydeoxyguanosine to a greater extent in hGRK4γ486V than Non-T mice. hGRK4γwild-type mice were normotensive and hGRK4γ142V mice were hypertensive but both were salt-resistant and in normal redox balance. Chronic tempol treatment partially prevented the salt-sensitivity of hGRK4γ486V mice. Thus, hGRK4γ486V causes salt-sensitive hypertension due, in part, to defective renal antioxidant mechanisms.
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Affiliation(s)
- Zhenyu Diao
- Division of Nephrology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA; Department of Obstetrics & Gynecology, Nanjing Drum Tower Hospital, Nanjing University, Nanjing, Jiangsu, China
| | - Laureano D Asico
- Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University, Washington, DC, USA
| | - Van Anthony M Villar
- Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University, Washington, DC, USA
| | - Xiaoxu Zheng
- Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University, Washington, DC, USA
| | - Santiago Cuevas
- Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University, Washington, DC, USA
| | - Ines Armando
- Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University, Washington, DC, USA
| | - Pedro A Jose
- Division of Nephrology, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA; Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University, Washington, DC, USA; Department of Pharmacology and Physiology, The George Washington University, Washington, DC, USA
| | - Xiaoyan Wang
- Department of Obstetrics & Gynecology, Nanjing Drum Tower Hospital, Nanjing University, Nanjing, Jiangsu, China; Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University, Washington, DC, USA.
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Lee M, Kwon DY, Park J. The impacts of the interaction of genetic variation, CYP11β2 and NEDD4L, with sodium intake on pediatric obesity with gender difference: a 3-year panel study. Int J Obes (Lond) 2016; 41:542-550. [PMID: 28017963 DOI: 10.1038/ijo.2016.232] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Revised: 11/01/2016] [Accepted: 11/29/2016] [Indexed: 12/22/2022]
Abstract
Backgrounds/Objectives:This panel study was to predict the incidences of pediatric obesity by the interaction of sodium (Na) intake and nine single-nucleotide polymorphisms (SNPs) of salt-sensitive genes (SSGs), ACE(angiotensin-converting enzyme), ADD1 G460W,AGT M235T,CYP11β2 (cytochrome P450 family 11-subfamily β-2, -aldosterone synthase),GNB3 C285T,GRK4(A142V)(G-protein-coupled receptor kinases type 4),GRK4 (A486V),NEDD4L (neural precursor cell expressed developmentally downregulated 4 like; rs2288774) and SLC12A3 (solute carrier family 12 (Na/Cl transporters)-member 3), selected from genome-wide association study. SUBJECTS/METHODS Non-obese (non-OB) Korean children of 9 years old were recruited from eight elementary schools in Seoul in 2007 and 2009, each. Follow-up subjects (total=798) in 2010 and 2012 were final participants. Participants were classified as OB group for those whose body mass index were over the 85th percentile using the 'Korean National Growth Charts', and others were classified as non-OB. With nine SNPs typing, the genetic interaction with the variation of Na intake for 3 years was evaluated as an obesity risk. RESULTS The obesity incidence rate for non-OB children at baseline after 3 years was 10.31%. Na intake in non-OB after 3 years was significantly decreased compared with the baseline, whereas Na intake reduction was undetectable in OB. We found gender differences on association between the changes of Na intake and the obesity incidence for 3 years by the SSG variation. Odds ratio for the obesity risk was 5.75 times higher in girls having hetero/mutant types of NEDD4L with higher Na intakes (Q2+Q3+Q4 in quartiles) compared with that in the wild type with the lowest Na intake (Q1). Girls with hetero/mutant of CYP11β2 tended to increase the obesity incidence as Na intake increased (Q1<Q2<Q3<Q4, P-value trend=0.047). The other seven SNPs of SSGs had no significance over Na intake. CONCLUSIONS From this panel study and the previous cross-sectional study, we found CYP11β2 as the common gene, powerful to explain the interaction between obesity incidence and Na intake, in particular, among girls. Girls with hetero/mutant allele of this gene should reduce their daily Na intake to prevent obesity.
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Affiliation(s)
- M Lee
- Department of Food and Nutrition, Sungshin Women's University, Food and Nutrition (A-658), Sungshin University, Seoul, Republic of Korea.,Division of Statistics, Research Institute of Obesity Sciences, Sugnshin Women's University, Seoul, Republic of Korea
| | - D Y Kwon
- Division of Nutrition and Metabolism Research, Korea Food Research Institute, Gyeonggi-do, Republic of Korea
| | - J Park
- Division of Statistics, Research Institute of Obesity Sciences, Sugnshin Women's University, Seoul, Republic of Korea
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Lategan R, Van den Berg VL, Ilich JZ, Walsh CM. Vitamin D status, hypertension and body mass index in an urban black community in Mangaung, South Africa. Afr J Prim Health Care Fam Med 2016; 8:e1-e5. [PMID: 28155313 PMCID: PMC5105600 DOI: 10.4102/phcfm.v8i1.1210] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Revised: 08/31/2016] [Accepted: 08/06/2016] [Indexed: 11/23/2022] Open
Abstract
Background A strong relationship exists between hypertension and body weight. Research has linked both higher blood pressure and body weight with lower vitamin D status. Objective This study assessed the vitamin D status of a low-income, urban, black community in South Africa, to examine whether serum levels of 25-hydroxy vitamin D [25(OH)D] are associated with hypertension and body mass index (BMI). Methods Data collected from 339 adults (25–64 years) from the Assuring Health for All in the Free State (AHA-FS) study were analysed. Variables measured include serum 25(OH)D, blood pressure, weight and height to determine BMI, and HIV status. Results Mean 25(OH)D level was 38.4 ± 11.2 ng/mL for the group; 43.5 ± 11.8 ng/mL and 37.0 ± 10.6 ng/mL for males and females, respectively. Approximately 40% of the participants were HIV-positive and 63.4% hypertensive. Based on BMI, 11.8% were underweight, 33.0% normal weight, 23.0% overweight and 32.1% obese. HIV status showed no correlation with 25(OH)D levels when controlling for BMI. Poor inverse relationships were found between BMI and 25(OH)D (p = 0.01), and between mean arterial blood pressure and 25(OH)D (p = 0.05). When controlling for BMI, no correlation was found between 25(OH)D and the prevalence of hypertension or mean arterial blood pressure. Conclusion Approximately 96% of participants had an adequate vitamin D status, which could be attributed to latitude, sunny conditions and expected high levels of sun exposure because of living conditions. Results confirmed a poor inverse relationship between vitamin D status and hypertension, which seems to be dependent on BMI.
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Affiliation(s)
- Ronette Lategan
- Department of Nutrition and Dietetics, University of the Free State.
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Okayama M, Takeshima T, Harada M, Ae R, Kajii E. Does a medical history of hypertension influence disclosing genetic testing results of the risk for salt-sensitive hypertension, in primary care? Int J Gen Med 2016; 9:257-66. [PMID: 27555795 PMCID: PMC4968993 DOI: 10.2147/ijgm.s111337] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Objective Disclosing genetic testing results may contribute to the prevention and management of many common diseases. However, whether the presence of a disease influences these effects is unclear. This study aimed to clarify the difference in the effects of disclosing genetic testing results of the risk for developing salt-sensitive hypertension on the behavioral modifications with respect to salt intake in hypertensive and nonhypertensive patients. Methods A cross-sectional study using a self-administered questionnaire was conducted for outpatients aged >20 years (N=2,237) at six primary care clinics and hospitals in Japan. The main factors assessed were medical histories of hypertension, salt preferences, reduced salt intakes, and behavior modifications for reducing salt intake. Behavioral modifications of participants were assessed using their behavior stages before and after disclosure of the hypothetical genetic testing results. Results Of the 2,237 participants, 1,644 (73.5%) responded to the survey. Of these respondents, 558 (33.9%) patients were hypertensive and 1,086 (66.1%) were nonhypertensive. After being notified of the result “If with genetic risk”, the nonhypertensive participants were more likely to make positive behavioral modifications compared to the hypertensive patients among all participants and in those aged <65 years (adjusted relative ratio [ad-RR], 1.76; 95% confidence interval, 1.12−2.76 and ad-RR, 1.99; 1.11−3.57, respectively). In contrast, no difference in negative behavioral modifications between hypertensive and nonhypertensive patients was detected after being notified of the result “If without genetic risk” (ad-RR, 1.05; 95% confidence interval, 0.70−1.57). Conclusion The behavior of modifying salt intake after disclosure of the genetic testing results differed between hypertensive and nonhypertensive patients. Disclosing a genetic risk for salt-sensitive hypertension was likely to cause nonhypertensive patients, especially those aged <65 years, to improve their behavior regarding salt intake. We conclude that disclosing genetic testing results could help prevent hypertension, and that the doctor should communicate the genetic testing results to those patients with a medical history of hypertension, or those who are at risk of developing hypertension.
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Affiliation(s)
- Masanobu Okayama
- Division of Community Medicine and Medical Education, Kobe University Graduate School of Medicine, Kobe, Hyogo; Division of Community and Family Medicine, Center for Community Medicine, Jichi Medical University, Shimotsuke, Tochigi
| | - Taro Takeshima
- Division of Community and Family Medicine, Center for Community Medicine, Jichi Medical University, Shimotsuke, Tochigi
| | - Masanori Harada
- Department of Support of Rural Medicine, Yamaguchi Grand Medical Center, Hofu, Yamaguchi
| | - Ryusuke Ae
- Division of Public Health, Center for Community Medicine, Jichi Medical University, Shimotsuke, Tochigi, Japan
| | - Eiji Kajii
- Division of Community and Family Medicine, Center for Community Medicine, Jichi Medical University, Shimotsuke, Tochigi
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Elijovich F, Weinberger MH, Anderson CAM, Appel LJ, Bursztyn M, Cook NR, Dart RA, Newton-Cheh CH, Sacks FM, Laffer CL. Salt Sensitivity of Blood Pressure: A Scientific Statement From the American Heart Association. Hypertension 2016; 68:e7-e46. [PMID: 27443572 DOI: 10.1161/hyp.0000000000000047] [Citation(s) in RCA: 326] [Impact Index Per Article: 40.8] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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Yang J, Villar VAM, Armando I, Jose PA, Zeng C. G Protein-Coupled Receptor Kinases: Crucial Regulators of Blood Pressure. J Am Heart Assoc 2016; 5:JAHA.116.003519. [PMID: 27390269 PMCID: PMC5015388 DOI: 10.1161/jaha.116.003519] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Jian Yang
- Department of Nutrition, Daping Hospital, The Third Military Medical University, Chongqing, China Department of Cardiology, Chongqing Key Laboratory for Hypertension, Chongqing Institute of Cardiology, Chongqing Cardiovascular Clinical Research Center, Daping Hospital, The Third Military Medical University, Chongqing, China
| | - Van Anthony M Villar
- Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Ines Armando
- Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Pedro A Jose
- Division of Renal Diseases & Hypertension, Department of Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC Department of Pharmacology and Physiology, The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Chunyu Zeng
- Department of Cardiology, Chongqing Key Laboratory for Hypertension, Chongqing Institute of Cardiology, Chongqing Cardiovascular Clinical Research Center, Daping Hospital, The Third Military Medical University, Chongqing, China
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Affiliation(s)
- Pedro A Jose
- From the Departments of Medicine and Physiology, The George Washington University School of Medicine and Health Sciences, Washington, DC (P.A.J.); Department of Pathology, The University of Virginia, Charlottesville (R.A.F.); Institute of Laboratory Animal Science, Chinese Academy of Medical Sciences and Comparative Medicine Centre, Peking Union Medical College, Beijing, P.R. China (Z.Y.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing Institute of Cardiology, Chongqing, P.R. China (C.Z.); and Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.).
| | - Robin A Felder
- From the Departments of Medicine and Physiology, The George Washington University School of Medicine and Health Sciences, Washington, DC (P.A.J.); Department of Pathology, The University of Virginia, Charlottesville (R.A.F.); Institute of Laboratory Animal Science, Chinese Academy of Medical Sciences and Comparative Medicine Centre, Peking Union Medical College, Beijing, P.R. China (Z.Y.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing Institute of Cardiology, Chongqing, P.R. China (C.Z.); and Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.)
| | - Zhiwei Yang
- From the Departments of Medicine and Physiology, The George Washington University School of Medicine and Health Sciences, Washington, DC (P.A.J.); Department of Pathology, The University of Virginia, Charlottesville (R.A.F.); Institute of Laboratory Animal Science, Chinese Academy of Medical Sciences and Comparative Medicine Centre, Peking Union Medical College, Beijing, P.R. China (Z.Y.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing Institute of Cardiology, Chongqing, P.R. China (C.Z.); and Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.)
| | - Chunyu Zeng
- From the Departments of Medicine and Physiology, The George Washington University School of Medicine and Health Sciences, Washington, DC (P.A.J.); Department of Pathology, The University of Virginia, Charlottesville (R.A.F.); Institute of Laboratory Animal Science, Chinese Academy of Medical Sciences and Comparative Medicine Centre, Peking Union Medical College, Beijing, P.R. China (Z.Y.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing Institute of Cardiology, Chongqing, P.R. China (C.Z.); and Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.)
| | - Gilbert M Eisner
- From the Departments of Medicine and Physiology, The George Washington University School of Medicine and Health Sciences, Washington, DC (P.A.J.); Department of Pathology, The University of Virginia, Charlottesville (R.A.F.); Institute of Laboratory Animal Science, Chinese Academy of Medical Sciences and Comparative Medicine Centre, Peking Union Medical College, Beijing, P.R. China (Z.Y.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing Institute of Cardiology, Chongqing, P.R. China (C.Z.); and Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.)
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Kawarazaki W, Fujita T. The Role of Aldosterone in Obesity-Related Hypertension. Am J Hypertens 2016; 29:415-23. [PMID: 26927805 PMCID: PMC4886496 DOI: 10.1093/ajh/hpw003] [Citation(s) in RCA: 98] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2015] [Revised: 12/15/2015] [Accepted: 01/04/2016] [Indexed: 12/11/2022] Open
Abstract
Obese subjects often have hypertension and related cardiovascular and renal diseases, and this has become a serious worldwide health problem. In obese subjects, impaired renal-pressure natriuresis causes sodium retention, leading to the development of salt-sensitive hypertension. Physical compression of the kidneys by visceral fat and activation of the sympathetic nervous system, renin-angiotensin systems (RAS), and aldosterone/mineralocorticoid receptor (MR) system are involved in this mechanism. Obese subjects often exhibit hyperaldosteronism, with increased salt sensitivity of blood pressure (BP). Adipose tissue excretes aldosterone-releasing factors, thereby stimulating aldosterone secretion independently of the systemic RAS, and aldosterone/MR activation plays a key role in the development of hypertension and organ damage in obesity. In obese subjects, both salt sensitivity of BP, enhanced by obesity-related metabolic disorders including aldosterone excess, and increased dietary sodium intake are closely related to the incidence of hypertension. Some salt sensitivity-related gene variants affect the risk of obesity, and together with salt intake, its combination is possibly associated with the development of hypertension in obese subjects. With high salt levels common in modern diets, salt restriction and weight control are undoubtedly important. However, not only MR blockade but also new diagnostic modalities and therapies targeting and modifying genes that are related to salt sensitivity, obesity, or RAS regulation are expected to prevent obesity and obesity-related hypertension.
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Affiliation(s)
- Wakako Kawarazaki
- Division of Clinical Epigenetics, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan
| | - Toshiro Fujita
- Division of Clinical Epigenetics, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan.
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Konerman MC, Hummel SL. Does Limiting Salt Intake Prevent Heart Failure? A Critical Appraisal. CURRENT CARDIOVASCULAR RISK REPORTS 2016. [DOI: 10.1007/s12170-016-0487-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Wang Z, Zeng C, Villar VAM, Chen SY, Konkalmatt P, Wang X, Asico LD, Jones JE, Yang Y, Sanada H, Felder RA, Eisner GM, Weir MR, Armando I, Jose PA. Human GRK4γ142V Variant Promotes Angiotensin II Type I Receptor-Mediated Hypertension via Renal Histone Deacetylase Type 1 Inhibition. Hypertension 2015; 67:325-34. [PMID: 26667412 DOI: 10.1161/hypertensionaha.115.05962] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Accepted: 11/03/2015] [Indexed: 12/14/2022]
Abstract
The influence of a single gene on the pathogenesis of essential hypertension may be difficult to ascertain, unless the gene interacts with other genes that are germane to blood pressure regulation. G-protein-coupled receptor kinase type 4 (GRK4) is one such gene. We have reported that the expression of its variant hGRK4γ(142V) in mice results in hypertension because of impaired dopamine D1 receptor. Signaling through dopamine D1 receptor and angiotensin II type I receptor (AT1R) reciprocally modulates renal sodium excretion and blood pressure. Here, we demonstrate the ability of the hGRK4γ(142V) to increase the expression and activity of the AT1R. We show that hGRK4γ(142V) phosphorylates histone deacetylase type 1 and promotes its nuclear export to the cytoplasm, resulting in increased AT1R expression and greater pressor response to angiotensin II. AT1R blockade and the deletion of the Agtr1a gene normalize the hypertension in hGRK4γ(142V) mice. These findings illustrate the unique role of GRK4 by targeting receptors with opposite physiological activity for the same goal of maintaining blood pressure homeostasis, and thus making the GRK4 a relevant therapeutic target to control blood pressure.
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Affiliation(s)
- Zheng Wang
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Chunyu Zeng
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Van Anthony M Villar
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Shi-You Chen
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Prasad Konkalmatt
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Xiaoyan Wang
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Laureano D Asico
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - John E Jones
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Yu Yang
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Hironobu Sanada
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Robin A Felder
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Gilbert M Eisner
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Matthew R Weir
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Ines Armando
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Pedro A Jose
- From the Division of Pediatric Nephrology, Department of Pediatrics, Georgetown University of School of Medicine, Washington, DC (Z.W.); Department of Cardiology, Daping Hospital, The Third Military Medical University, Chongqing, P.R. China (C.Z.); Chongqing Institute of Cardiology, Chongqing, P.R. China; Division of Nephrology, Department of Medicine (V.A.M.V., X.W., L.D.A., J.E.J., Y.Y., M.R.W., I.A., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore, MD; Department of Physiology and Pharmacology, University of Georgia, Athens, GA (S.-Y.C.); Division of Health Science Research, Fukushima Welfare Federation of Agricultural Cooperatives, Fukushima, Japan (H.S.); Department of Pathology, The University of Virginia Health Sciences Center, Charlottesville (R.A.F.); Department of Medicine, Georgetown University Medical Center, Washington, DC (G.M.E.); Division of Renal Diseases and Hypertension, Department of Medicine (P.A.J.) and Department of Physiology (P.A.J.), The George Washington University School of Medicine and Health Sciences, Washington, DC.
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23
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Allen SJ, Parthasarathy G, Darke PL, Diehl RE, Ford RE, Hall DL, Johnson SA, Reid JC, Rickert KW, Shipman JM, Soisson SM, Zuck P, Munshi SK, Lumb KJ. Structure and Function of the Hypertension Variant A486V of G Protein-coupled Receptor Kinase 4. J Biol Chem 2015; 290:20360-73. [PMID: 26134571 DOI: 10.1074/jbc.m115.648907] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Indexed: 11/06/2022] Open
Abstract
G-protein-coupled receptor (GPCR) kinases (GRKs) bind to and phosphorylate GPCRs, initiating the process of GPCR desensitization and internalization. GRK4 is implicated in the regulation of blood pressure, and three GRK4 polymorphisms (R65L, A142V, and A486V) are associated with hypertension. Here, we describe the 2.6 Å structure of human GRK4α A486V crystallized in the presence of 5'-adenylyl β,γ-imidodiphosphate. The structure of GRK4α is similar to other GRKs, although slight differences exist within the RGS homology (RH) bundle subdomain, substrate-binding site, and kinase C-tail. The RH bundle subdomain and kinase C-terminal lobe form a strikingly acidic surface, whereas the kinase N-terminal lobe and RH terminal subdomain surfaces are much more basic. In this respect, GRK4α is more similar to GRK2 than GRK6. A fully ordered kinase C-tail reveals interactions linking the C-tail with important determinants of kinase activity, including the αB helix, αD helix, and the P-loop. Autophosphorylation of wild-type GRK4α is required for full kinase activity, as indicated by a lag in phosphorylation of a peptide from the dopamine D1 receptor without ATP preincubation. In contrast, this lag is not observed in GRK4α A486V. Phosphopeptide mapping by mass spectrometry indicates an increased rate of autophosphorylation of a number of residues in GRK4α A486V relative to wild-type GRK4α, including Ser-485 in the kinase C-tail.
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Affiliation(s)
- Samantha J Allen
- From Screening and Protein Sciences, Merck Research Laboratories, North Wales, Pennsylvania 19454 and
| | - Gopal Parthasarathy
- Structural Chemistry, Merck Research Laboratories, West Point, Pennsylvania 19486
| | - Paul L Darke
- From Screening and Protein Sciences, Merck Research Laboratories, North Wales, Pennsylvania 19454 and
| | - Ronald E Diehl
- From Screening and Protein Sciences, Merck Research Laboratories, North Wales, Pennsylvania 19454 and
| | - Rachael E Ford
- From Screening and Protein Sciences, Merck Research Laboratories, North Wales, Pennsylvania 19454 and
| | - Dawn L Hall
- From Screening and Protein Sciences, Merck Research Laboratories, North Wales, Pennsylvania 19454 and
| | - Scott A Johnson
- Structural Chemistry, Merck Research Laboratories, West Point, Pennsylvania 19486
| | - John C Reid
- Structural Chemistry, Merck Research Laboratories, West Point, Pennsylvania 19486
| | - Keith W Rickert
- From Screening and Protein Sciences, Merck Research Laboratories, North Wales, Pennsylvania 19454 and
| | - Jennifer M Shipman
- From Screening and Protein Sciences, Merck Research Laboratories, North Wales, Pennsylvania 19454 and
| | - Stephen M Soisson
- Structural Chemistry, Merck Research Laboratories, West Point, Pennsylvania 19486
| | - Paul Zuck
- From Screening and Protein Sciences, Merck Research Laboratories, North Wales, Pennsylvania 19454 and
| | - Sanjeev K Munshi
- From Screening and Protein Sciences, Merck Research Laboratories, North Wales, Pennsylvania 19454 and
| | - Kevin J Lumb
- From Screening and Protein Sciences, Merck Research Laboratories, North Wales, Pennsylvania 19454 and
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24
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Yang CH, Lin YD, Yang CS, Chuang LY. An efficiency analysis of high-order combinations of gene-gene interactions using multifactor-dimensionality reduction. BMC Genomics 2015; 16:489. [PMID: 26126977 PMCID: PMC4487567 DOI: 10.1186/s12864-015-1717-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2015] [Accepted: 06/24/2015] [Indexed: 12/21/2022] Open
Abstract
Background Multifactor dimensionality reduction (MDR) is widely used to analyze interactions of genes to determine the complex relationship between diseases and polymorphisms in humans. However, the astronomical number of high-order combinations makes MDR a highly time-consuming process which can be difficult to implement for multiple tests to identify more complex interactions between genes. This study proposes a new framework, named fast MDR (FMDR), which is a greedy search strategy based on the joint effect property. Results Six models with different minor allele frequencies (MAFs) and different sample sizes were used to generate the six simulation data sets. A real data set was obtained from the mitochondrial D-loop of chronic dialysis patients. Comparison of results from the simulation data and real data sets showed that FMDR identified significant gene–gene interaction with less computational complexity than the MDR in high-order interaction analysis. Conclusion FMDR improves the MDR difficulties associated with the computational loading of high-order SNPs and can be used to evaluate the relative effects of each individual SNP on disease susceptibility. FMDR is freely available at http://bioinfo.kmu.edu.tw/FMDR.rar. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1717-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Cheng-Hong Yang
- Department of Electronic Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan.
| | - Yu-Da Lin
- Department of Electronic Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan.
| | - Cheng-San Yang
- Department of Plastic Surgery, Chia-Yi Christian Hospital, Chiayi, Taiwan.
| | - Li-Yeh Chuang
- Department of Chemical Engineering & Institute of Biotechnology and Chemical Engineering, I-Shou University, Kaohsiung, Taiwan.
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25
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Yang J, Villar VAM, Jones JE, Jose PA, Zeng C. G protein-coupled receptor kinase 4: role in hypertension. Hypertension 2015; 65:1148-55. [PMID: 25870190 DOI: 10.1161/hypertensionaha.115.05189] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2015] [Accepted: 03/22/2015] [Indexed: 12/15/2022]
Affiliation(s)
- Jian Yang
- From the Departments of Cardiology (J.Y., C.Z.) and Nutrition (J.Y.), Daping Hospital, The Third Military Medical University, Chongqing, People's Republic of China; and Division of Nephrology, Department of Medicine (V.A.M.V., J.E.J., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore
| | - Van Anthony M Villar
- From the Departments of Cardiology (J.Y., C.Z.) and Nutrition (J.Y.), Daping Hospital, The Third Military Medical University, Chongqing, People's Republic of China; and Division of Nephrology, Department of Medicine (V.A.M.V., J.E.J., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore
| | - John E Jones
- From the Departments of Cardiology (J.Y., C.Z.) and Nutrition (J.Y.), Daping Hospital, The Third Military Medical University, Chongqing, People's Republic of China; and Division of Nephrology, Department of Medicine (V.A.M.V., J.E.J., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore
| | - Pedro A Jose
- From the Departments of Cardiology (J.Y., C.Z.) and Nutrition (J.Y.), Daping Hospital, The Third Military Medical University, Chongqing, People's Republic of China; and Division of Nephrology, Department of Medicine (V.A.M.V., J.E.J., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore
| | - Chunyu Zeng
- From the Departments of Cardiology (J.Y., C.Z.) and Nutrition (J.Y.), Daping Hospital, The Third Military Medical University, Chongqing, People's Republic of China; and Division of Nephrology, Department of Medicine (V.A.M.V., J.E.J., P.A.J.) and Department of Physiology (P.A.J.), University of Maryland School of Medicine, Baltimore.
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26
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Lee M, Kim MK, Kim SM, Park H, Park CG, Park HK. Gender-based differences on the association between salt-sensitive genes and obesity in Korean children aged between 8 and 9 years. PLoS One 2015; 10:e0120111. [PMID: 25768006 PMCID: PMC4358955 DOI: 10.1371/journal.pone.0120111] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Accepted: 02/04/2015] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND High sodium intake is associated with the development of chronic diseases such as obesity. Although its role in obesity remains controversial, there may be a correlation between salt sensitivity and the early onset of chronic diseases in obese children. METHODS In all, 2,163 Korean children (1,106 boys and 1,057 girls) aged 8-9 years were recruited from seven elementary schools in Seoul. To evaluate whether obesity risk was modulated by the salt sensitivity, 11 SNPs related to salt sensitive genes (SSG) became the target of sodium intakes in obese children. RESULTS BP, HOMA-IR, LDLc, TG, and the girls' sodium intake significantly increased, but HDLc significantly decreased with increase in BMI. Regardless of sex, the obesity risk was 5.27-fold (CI; 1.320-27.560) higher in the Q2 to Q5 of sodium intake adjusted by energy (4044.9-5058.9 mg/day) than in the lowest Q1 level (2287.6 mg/day) in obese children. BP was sensitively dependent on insulin resistance and lipid accumulation in all subjects; however, sodium intake may be an independent risk factor of obesity without increasing BP in girls. GRK4 A486V mutant homozygote was highly distributed in the obese group, but other SNPs had no impact. The obesity risk increased 7.06, 16.8, and 46.09-fold more in boys with GRK4 A486V, ACE, and SLC12A3 mutants as sodium intake increased. Among girls, the obesity risk increased in GRK4 A486V heterozygote and CYP11β-2 mutant homozygote although sodium intake was relatively lower, implying that ACE, SLC12A, CYP11β-2, and GRK4 A486V polymorphisms showed gender-based differences with regard to interaction between sodium intake and obesity. CONCLUSION A high sodium intake markedly increased the obesity risk in variants of GRK4 A486V regardless of sex. The obesity risk increased with GRK4 A486V, ACE, and SLC12A3 variants in boys, whereas it increased with GRK4 A486V and CYP11B2 variants in girls as sodium intake increased. Obese children with the specific gene variants are recommended to reduce their sodium intake.
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Affiliation(s)
- Myoungsook Lee
- Department of Food and Nutrition, and Research Institute of Obesity Sciences, Sungshin Women’s University, Seoul, Republic of Korea
- * E-mail:
| | - Mi Kyung Kim
- Department of Epidemiology, National Cancer Center, Ilsan, Republic of Korea
| | - Seon-Mee Kim
- Division of Family Medicine, Department of Internal Medicine, Korea University Guro Hospital, Seoul, Republic of Korea
| | - Hyesoon Park
- Department of Family Medicine, School of Medicine, Ulsan University Asan Hospital, Seoul, Republic of Korea
| | - Chang gyu Park
- Division of Cardiovascular diseases, Department of Internal Medicine, Korea University Guro Hospital, Seoul, Republic of Korea
| | - Hye Kyung Park
- Division of Nutrition policy, Korean Food and Drug Administration, Cheongju, Republic of Korea
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27
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The importance of G protein-coupled receptor kinase 4 (GRK4) in pathogenesis of salt sensitivity, salt sensitive hypertension and response to antihypertensive treatment. Int J Mol Sci 2015; 16:5741-9. [PMID: 25775155 PMCID: PMC4394502 DOI: 10.3390/ijms16035741] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2014] [Revised: 01/06/2015] [Accepted: 01/15/2015] [Indexed: 12/28/2022] Open
Abstract
Salt sensitivity is probably caused by either a hereditary or acquired defect of salt excretion by the kidney, and it is reasonable to consider that this is the basis for differences in hypertension between black and white people. Dopamine acts in an autocrine/paracrine fashion to promote natriuresis in the proximal tubule and thick ascending loop of Henle. G-protein receptor kinases (or GRKs) are serine and threonine kinases that phosphorylate G protein-coupled receptors in response to agonist stimulation and uncouple the dopamine receptor from its G protein. This results in a desensitisation process that protects the cell from repeated agonist exposure. GRK4 activity is increased in spontaneously hypertensive rats, and infusion of GRK4 antisense oligonucleotides attenuates the increase in blood pressure (BP). This functional defect is replicated in the proximal tubule by expression of GRK4 variants namely p.Arg65Leu, p.Ala142Val and p.Val486Ala, in cell lines, with the p.Ala142Val showing the most activity. In humans, GRK4 polymorphisms were shown to be associated with essential hypertension in Australia, BP regulation in young adults, low renin hypertension in Japan and impaired stress-induced Na excretion in normotensive black men. In South Africa, GRK4 polymorphisms are more common in people of African descent, associated with impaired Na excretion in normotensive African people, and predict blood pressure response to Na restriction in African patients with mild to moderate essential hypertension. The therapeutic importance of the GRK4 single nucleotide polymorphisms (SNPs) was emphasised in the African American Study of Kidney Disease (AASK) where African-Americans with hypertensive nephrosclerosis were randomised to receive amlodipine, ramipril or metoprolol. Men with the p.Ala142Val genotype were less likely to respond to metoprolol, especially if they also had the p.Arg65Leu variant. Furthermore, in the analysis of response to treatment in two major hypertension studies, the 65Leu/142Val heterozygote predicted a significantly decreased response to atenolol treatment, and the 65Leu/142Val heterozygote and 486Val homozygote were associated in an additive fashion with adverse cardiovascular outcomes, independent of BP. In conclusion, there is considerable evidence that GRK4 variants are linked to impaired Na excretion, hypertension in animal models and humans, therapeutic response to dietary Na restriction and response to antihypertensive drugs. It may also underlie the difference in hypertension between different geographically derived population groups, and form a basis for pharmacogenomic approaches to treatment of hypertension.
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28
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Common variants of the G protein-coupled receptor type 4 are associated with human essential hypertension and predict the blood pressure response to angiotensin receptor blockade. THE PHARMACOGENOMICS JOURNAL 2015; 16:3-9. [PMID: 25732908 DOI: 10.1038/tpj.2015.6] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Accepted: 12/19/2014] [Indexed: 12/13/2022]
Abstract
Non-synonymous GRK4 variants, R65L, A142V and A486V, are associated with essential hypertension in diverse populations. This study replicated the association of GRK4 variants, including GRK4(142V), with human essential hypertension in a Japanese population (n=588; hypertensive, n=486 normotensive controls) and determined whether the presence of GRK4 variants predicted the blood pressure (BP) response to angiotensin receptor blockers (ARBs) in patients with essential hypertension. We analyzed 829 patients and compared the response to ARBs between individuals with no GRK4 variants (n=136) and those with variants at one or any of the three loci (n=693). Carriers of hGRK4(142V) had a greater decrease in systolic BP in response to ARBs than non-carrier hypertensive patients. By contrast, those with variants only at GRK4(486V) were less likely to achieve the BP goal in response to an ARB than those with no variants. These studies showed for the first time the association between GRK4(142V) and a larger decrease in BP with ARBs in hypertensive patients.
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29
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Muskalla AM, Suter PM, Saur M, Nowak A, Hersberger M, Krayenbuehl PA. G-protein receptor kinase 4 polymorphism and response to antihypertensive therapy. Clin Chem 2014; 60:1543-8. [PMID: 25301854 DOI: 10.1373/clinchem.2014.226605] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND G-protein receptor kinase 4 polymorphism influences blood pressure regulation via modulation of dopamine receptor D1 in renal proximal tubular cells. We investigated the role of G-protein receptor kinase 4 polymorphism in the response to hypertensive therapy in patients with essential hypertension. METHODS In a prospective study, we assessed the G-protein receptor kinase 4 polymorphisms R65L, A142V, and A486V in 100 hypertensive patients. We analyzed the association of the 3 gene variants on blood pressure control and response to antihypertensive therapy with single-locus analysis, haplotype analysis, and regression analysis. RESULTS Hypertensive individuals with a homozygous double variant of 65 L and 142 V needed significantly more antihypertensive treatment (number of antihypertensives 2.59 vs 1.95, P = 0.043) and especially diuretic therapy (0.82 vs 0.49, P = 0.029) to reach the same mean arterial blood pressure than did homozygous carriers of only 1 variant or heterozygous/wild-type carriers of R65L, A142V, and A486V alleles. CONCLUSIONS G-protein receptor kinase 4 polymorphism is associated with antihypertensive treatment response in patients with essential hypertension. Determination of G-protein receptor kinase 4 polymorphism may improve individual antihypertensive blood pressure control in patients with essential hypertension.
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Affiliation(s)
- Anne M Muskalla
- Division of Internal Medicine, University Hospital of Zurich, Zurich, Switzerland
| | - Paolo M Suter
- Division of Internal Medicine, University Hospital of Zurich, Zurich, Switzerland
| | - Matthias Saur
- Division of Internal Medicine, University Hospital of Zurich, Zurich, Switzerland; current affiliation: Rheumatology and pain center, Frauenfeld, Switzerland
| | - Albina Nowak
- Division of Internal Medicine, University Hospital of Zurich, Zurich, Switzerland
| | - Martin Hersberger
- Division of Clinical Chemistry, University Hospital of Zurich, Zurich, Switzerland; current affiliation: Institute of Clinical Chemistry and Biochemistry, University Children's Hospital Zurich, Zurich, Switzerland
| | - Pierre-Alexandre Krayenbuehl
- Division of Internal Medicine, University Hospital of Zurich, Zurich, Switzerland; current affiliation: Division of Internal Medicine, Spital Linth, Uznach, Switzerland.
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30
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Sarkadi Nagy E, Martos É. Present and future of genotype-based personalized nutrition. Orv Hetil 2014; 155:771-7. [DOI: 10.1556/oh.2014.29896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
After the completion of the Human Genome Project, the era of providing personalized dietary advice based on an individual’s genetic profile seemed near. Since then more than a decade has passed and the pace of development has been slower than expected. Genotyping single nucleotide polymorphisms which may determine susceptibility to multifactorial diseases is cheaper and more accessible than it was ten years ago. However, few of them are supported by such solid scientific evidence which would justify their use for personalized dietary advice. The future of genotype-based personalized nutrition depends on whether a sufficient amount of gene–diet-disease interactions are identified and scientifically confirmed. Orv. Hetil., 2014, 155(20), 771–777.
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Affiliation(s)
- Eszter Sarkadi Nagy
- Országos Élelmezés- és Táplálkozástudományi Intézet Budapest Albert Flórián út 3/A 1097
| | - Éva Martos
- Országos Élelmezés- és Táplálkozástudományi Intézet Budapest Albert Flórián út 3/A 1097
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Rayner B, Musekiwa A, Lombard C, Ramesar RS. The A142V Polymorphism of the G Protein Coupled Receptor Kinase 4 Gene Predicts Natriuretic Response to Saline Challenge in Young Normotensive Lean Black and White South African Men. ACTA ACUST UNITED AC 2014. [DOI: 10.4081/nr.2011.e9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Sensitivity to salt is common in Blacks. We aimed to determine if blood pressure (BP) and natriuretic responses were different in indigeneous Africans (Blacks) compared to Caucasians (Whites), and if this was related to G-protein coupled receptor kinase 4 (GRK-4)polymorphisms. Sixty healthy White and Black men received 2 liters normal saline over 2 h. Baseline demographics, sodium (Na), potassium (K), renin, and aldosterone were recorded. BP, urine output, and urinary Na were measured hourly for 4 h, and renin and aldosterone repeated at 4 h. The R65L and A142V polymorphisms of the GRK-4 gene were determined. At baseline, Blacks had significantly higher diastolic BP (77 vs 71.2 mm Hg, P<0.002) and K (4.57 vs 4.32 mmol/L, P=0.01), and lower aldosterone levels (132.6 vs 298.3 pmol/L, P<0.0001). After saline challenge, the incremental increase of Na excretion was blunted in Blacks, and there was greater suppression of aldosterone levels. The R65L polymorphism had no effect on natriuresis or aldosterone. Incremental Na excretion was highest in the CC, intermediate in the CT and lowest in the TT of the A142V polymorphisms (P<0.001). Aldosterone levels were highest in the CC group, intermediate in the CT, and lowest in the TT (P<0.001). The CT/TT genotypes were significantly more common in Blacks (P<0.001). Black subjects have different natriuretic and aldosterone responses to saline challenge. This appears to be determined by A142V polymorphisms.
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Affiliation(s)
- Brian Rayner
- Division of Nephrology and Hypertension, Division of Human Genetics, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town
| | | | - Carl Lombard
- Biostatistics Unit, South African Medical Research Council
| | - Raj S. Ramesar
- MRC Human Genetics Research Unit, Division of Human Genetics, Institute of Infectious Diseases, Cape Town, South Africa
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Yang CH, Lin YD, Chuang LY, Chen JB, Chang HW. MDR-ER: balancing functions for adjusting the ratio in risk classes and classification errors for imbalanced cases and controls using multifactor-dimensionality reduction. PLoS One 2013; 8:e79387. [PMID: 24236125 PMCID: PMC3827354 DOI: 10.1371/journal.pone.0079387] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2013] [Accepted: 09/20/2013] [Indexed: 12/25/2022] Open
Abstract
Background Determining the complex relationship between diseases, polymorphisms in human genes and environmental factors is challenging. Multifactor dimensionality reduction (MDR) has proven capable of effectively detecting statistical patterns of epistasis. However, MDR has its weakness in accurately assigning multi-locus genotypes to either high-risk and low-risk groups, and does generally not provide accurate error rates when the case and control data sets are imbalanced. Consequently, results for classification error rates and odds ratios (OR) may provide surprising values in that the true positive (TP) value is often small. Methodology/Principal Findings To address this problem, we introduce a classifier function based on the ratio between the percentage of cases in case data and the percentage of controls in control data to improve MDR (MDR-ER) for multi-locus genotypes to be classified correctly into high-risk and low-risk groups. In this study, a real data set with different ratios of cases to controls (1∶4) was obtained from the mitochondrial D-loop of chronic dialysis patients in order to test MDR-ER. The TP and TN values were collected from all tests to analyze to what degree MDR-ER performed better than MDR. Conclusions/Significance Results showed that MDR-ER can be successfully used to detect the complex associations in imbalanced data sets.
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Affiliation(s)
- Cheng-Hong Yang
- Department of Electronic Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan
| | - Yu-Da Lin
- Department of Electronic Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan
| | - Li-Yeh Chuang
- Department of Chemical Engineering and Institute of Biotechnology and Chemical Engineering, I-Shou University, Kaohsiung, Taiwan
- * E-mail: (L-YC); (H-WC)
| | - Jin-Bor Chen
- Division of Nephrology, Department of Internal Medicine, Mitochondrial Research Unit, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hsueh-Wei Chang
- Department of Biomedical Science and Environmental Biology, Kaohsiung Medical University, Taiwan
- Cancer Center, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- * E-mail: (L-YC); (H-WC)
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Anekboon K, Lursinsap C, Phimoltares S, Fucharoen S, Tongsima S. Extracting predictive SNPs in Crohn's disease using a vacillating genetic algorithm and a neural classifier in case-control association studies. Comput Biol Med 2013; 44:57-65. [PMID: 24377689 DOI: 10.1016/j.compbiomed.2013.09.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2012] [Revised: 09/21/2013] [Accepted: 09/23/2013] [Indexed: 01/26/2023]
Abstract
Crohn's disease is an inflammatory bowel disease. Because of strong heritability, it is possible to deploy the pattern of DNA variations, such as single nucleotide polymorphisms (SNPs), to accurately predict the state of this disease. However, there are many possible SNP subsets, which make finding a best set of SNPs to achieve the highest prediction accuracy impossible in one patient's lifetime. In this paper, a new technique is proposed that relies on chromosomes of various lengths with significant order feature selection, a new cross-over approach, and new mutation operations. Our method can find a chromosome of appropriate length with useful features. The Crohn's disease data that were gathered from case-control association studies were used to demonstrate the effectiveness of our proposed algorithm. In terms of the prediction accuracy, the proposed SNP prediction framework outperformed previously proposed techniques, including the optimum random forest (ORF), the univariate marginal distribution algorithm and support vector machine (USVM), the complimentary greedy search-based prediction algorithm (CGSP), the combinatorial search-based prediction algorithm (CSP), and discretized network flow (DNF). The performance of our framework, when tested against this real data set with a 5-fold cross-validation, was 90.4% accuracy with 87.5% sensitivity and 92.2% specificity.
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Affiliation(s)
- Khantharat Anekboon
- Advanced Virtual and Intelligent Computing (AVIC) Research Center Department of Mathematics and Computer Science, Chulalongkorn University Bangkok, Thailand.
| | - Chidchanok Lursinsap
- Advanced Virtual and Intelligent Computing (AVIC) Research Center Department of Mathematics and Computer Science, Chulalongkorn University Bangkok, Thailand.
| | - Suphakant Phimoltares
- Advanced Virtual and Intelligent Computing (AVIC) Research Center Department of Mathematics and Computer Science, Chulalongkorn University Bangkok, Thailand.
| | - Suthat Fucharoen
- Institute of Science and Technology for Research and Development Mahidol University, Nakhonpathom, Thailand.
| | - Sissades Tongsima
- Genome Institute, National Center for Genetic Engineering and Biotechnology, Pathumtani, Thailand.
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Abstract
PURPOSE OF REVIEW One-third of the world's population has hypertension and it is responsible for almost 50% of deaths from stroke or coronary heart disease. These statistics do not distinguish salt-sensitive from salt-resistant hypertension or include normotensives who are salt-sensitive even though salt sensitivity, independent of blood pressure, is a risk factor for cardiovascular and other diseases, including cancer. This review describes new personalized diagnostic tools for salt sensitivity. RECENT FINDINGS The relationship between salt intake and cardiovascular risk is not linear, but rather fits a J-shaped curve relationship. Thus, a low-salt diet may not be beneficial to everyone and may paradoxically increase blood pressure in some individuals. Current surrogate markers of salt sensitivity are not adequately sensitive or specific. Tests in the urine that could be surrogate markers of salt sensitivity with a quick turn-around time include renal proximal tubule cells, exosomes, and microRNA shed in the urine. SUMMARY Accurate testing of salt sensitivity is not only laborious but also expensive, and with low patient compliance. Patients who have normal blood pressure but are salt-sensitive cannot be diagnosed in an office setting and there are no laboratory tests for salt sensitivity. Urinary surrogate markers for salt sensitivity are being developed.
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Bochud M, Guessous I. Gene-environment interactions of selected pharmacogenes in arterial hypertension. Expert Rev Clin Pharmacol 2013; 5:677-86. [PMID: 23234325 DOI: 10.1586/ecp.12.58] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Hypertension affects approximately 1 billion people worldwide. Owing to population aging, hypertension-related cardiovascular burden is expected to rise in the near future. In addition to genetic variants influencing the blood pressure response to antihypertensive drugs, several genes encoding for drug-metabolizing or -transporting enzymes have been associated with blood pressure and/or hypertension in humans (e.g., ACE, CYP1A2, CYP3A5, ABCB1 and MTHFR) regardless of drug treatment. These genes are also involved in the metabolism and transport of endogenous substances and their effects may be modified by selected environmental factors, such as diet or lifestyle. However, little is currently known on the complex interplay between environmental factors, endogenous factors, genetic variants and drugs on blood pressure control. This review will discuss the respective role of population-based primary prevention and personalized medicine for arterial hypertension, taking a pharmacogenomics' perspective focusing on selected pharmacogenes.
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Affiliation(s)
- Murielle Bochud
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Switzerland.
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Nguyen H, Odelola OA, Rangaswami J, Amanullah A. A review of nutritional factors in hypertension management. Int J Hypertens 2013; 2013:698940. [PMID: 23691281 PMCID: PMC3649175 DOI: 10.1155/2013/698940] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2013] [Accepted: 03/15/2013] [Indexed: 12/18/2022] Open
Abstract
Hypertension is a major health problem worldwide. Its attendant morbidity and mortality complications have a great impact on patient's quality of life and survival. Optimizing blood pressure control has been shown to improve overall health outcomes. In addition to pharmacological therapies, nonpharmacological approach such as dietary modification plays an important role in controlling blood pressure. Many dietary components such as sodium, potassium, calcium, and magnesium have been studied substantially in the past decades. While some of these nutrients have clear evidence for their recommendation, some remain controversial and are still of ongoing study. Dietary modification is often discussed with patients and can provide a great benefit in blood pressure regulation. As such, reviewing the current evidence will be very useful in guiding patients and their physician and/or dietician in decision making. In this review article of nutritional factors in hypertension management, we aim to examine the role of nutritional factors individually and as components of whole dietary patterns.
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Affiliation(s)
- Ha Nguyen
- Department of Medicine, Albert Einstein Medical Center, Philadelphia, PA 19141, USA
| | - Olaide A. Odelola
- Department of Medicine, Albert Einstein Medical Center, Philadelphia, PA 19141, USA
| | - Janani Rangaswami
- Department of Medicine, Albert Einstein Medical Center, Philadelphia, PA 19141, USA
| | - Aman Amanullah
- Noninvasive Cardiology, Albert Einstein Medical Center, Clinical Professor of Medicine, Jefferson Medical College of Thomas Jefferson University, 5501 Old York Road, HB-3, Philadelphia, PA 19141, USA
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Gildea JJ, Lahiff DT, Van Sciver RE, Weiss RS, Shah N, McGrath HE, Schoeffel CD, Jose PA, Carey RM, Felder RA. A linear relationship between the ex-vivo sodium mediated expression of two sodium regulatory pathways as a surrogate marker of salt sensitivity of blood pressure in exfoliated human renal proximal tubule cells: the virtual renal biopsy. Clin Chim Acta 2013; 421:236-42. [PMID: 23454474 DOI: 10.1016/j.cca.2013.02.021] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2012] [Revised: 01/14/2013] [Accepted: 02/21/2013] [Indexed: 12/30/2022]
Abstract
BACKGROUND Salt sensitivity (SS) of blood pressure (BP) affects 25% of adults, shares comorbidity with hypertension, and has no convenient diagnostic test. We tested the hypothesis that urine-derived exfoliated renal proximal tubule cells (RPTCs) could diagnose the degree of an individual's SS of BP. METHODS Subjects were selected who had their SS of BP determined 5 y prior to this study (salt-sensitive: ≥7 mm Hg increase in mean arterial pressure (MAP) following transition from a random weekly diet of low (10 mmol/day) to high (300 mmol/day) sodium (Na(+)) intake, N=4; inverse salt-sensitive (ISS): ≥7 mm Hg increase in MAP transitioning from a high to low Na(+) diet, N=3, and salt-resistant (SR): <7 mm Hg change in MAP transitioned on either diet, N=5). RPTC responses to 2 independent Na(+) transport pathways were measured. RESULTS There was a negative correlation between the degree of SS and dopamine-1 receptor (D1R) plasma membrane recruitment (y=-0.0107x+0.68 relative fluorescent units (RFU), R(2)=0.88, N=12, P<0.0001) and angiotensin II-stimulated intracellular Ca(++) (y=-0.0016x+0.0336, R(2)=0.7112, P<0.001, N=10) concentration over baseline. CONCLUSIONS Isolating RPTCs from urine provides a personalized cell-based diagnostic test of SS index that offers advantages over a 2-week controlled diet with respect to cost and patient compliance. Furthermore, the linear relationship between the change in MAP and response to 2 Na(+) regulatory pathways suggests that an individual's RPTC response to intracellular Na(+) is personalized and predictive.
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Affiliation(s)
- John J Gildea
- University of Virginia, Charlottesville, VA 22903, United States
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Genetic variation in CYP17A1 is associated with arterial stiffness in diabetic subjects. EXPERIMENTAL DIABETES RESEARCH 2012; 2012:827172. [PMID: 23133444 PMCID: PMC3485973 DOI: 10.1155/2012/827172] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2012] [Revised: 09/24/2012] [Accepted: 09/24/2012] [Indexed: 12/12/2022]
Abstract
Hypertension and arterial stiffness are associated with an increasing risk of diabetes and cardiovascular diseases. This study aimed to identify genetic variants affecting hypertension and arterial stiffness in diabetic subjects and to compare genetic associations with hypertension between prediabetic and diabetic subjects. A total of 1,069 participants (326 prediabetic and 743 diabetic subjects) were assessed to determine the genetic variants affecting hypertension by analyzing 52 SNPs previously reported to be associated with hypertension. Moreover, the SNPs were tested for association with hemodynamic parameters related to hypertension. Out of the 52 SNPs analyzed, four SNPs including rs5326 (DRD1), rs1004467 (CYP17A1), rs2960306 (GRK4), and rs11191548 (near NT5C2) in diabetic subjects and rs1530440 (C10orf107) in prediabetic subjects showed a modest association with hypertension (P = 0.0265, 0.0020, 0.0066, 0.0078, and 0.0015, resp; all were insignificant after Bonferroni correction). Of these SNPs, rs1004467 in CYP17A1 was significantly associated with augmentation index in diabetic subjects who were not taking antihypertensive medication (P = 0.0001; corrected P = 0.006) but not in diabetic subjects receiving antihypertensive medication. This finding suggests that certain genetic variations found in diabetic subjects may confer arterial stiffness and the development of hypertension and also be affected by antihypertensive medication.
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Carey RM, Schoeffel CD, Gildea JJ, Jones JE, McGrath HE, Gordon LN, Park MJ, Sobota RS, Underwood PC, Williams J, Sun B, Raby B, Lasky-Su J, Hopkins PN, Adler GK, Williams SM, Jose PA, Felder RA. Salt sensitivity of blood pressure is associated with polymorphisms in the sodium-bicarbonate cotransporter. Hypertension 2012; 60:1359-66. [PMID: 22987918 DOI: 10.1161/hypertensionaha.112.196071] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Previous studies have demonstrated that single nucleotide polymorphisms (SNPs) of the sodium-bicarbonate co-transporter gene (SLC4A5) are associated with hypertension. We tested the hypothesis that SNPs in SLC4A5 are associated with salt sensitivity of blood pressure in 185 whites consuming an isocaloric constant diet with a randomized order of 7 days of low Na(+) (10 mmol/d) and 7 days of high Na(+) (300 mmol/d) intake. Salt sensitivity was defined as a ≥ 7-mm Hg increase in mean arterial pressure during a randomized transition between high and low Na(+) diet. A total of 35 polymorphisms in 17 candidate genes were assayed, 25 of which were tested for association. Association analyses with salt sensitivity revealed 3 variants that associated with salt sensitivity, 2 in SLC4A5 (P<0.001) and 1 in GRK4 (P=0.020). Of these, 2 SNPs in SLC4A5 (rs7571842 and rs10177833) demonstrated highly significant results and large effects sizes, using logistic regression. These 2 SNPs had P values of 1.0 × 10(-4) and 3.1 × 10(-4) with odds ratios of 0.221 and 0.221 in unadjusted regression models, respectively, with the G allele at both sites conferring protection. These SNPs remained significant after adjusting for body mass index and age (P=8.9 × 10(-5) and 2.6 × 10(-4) and odds ratios 0.210 and 0.286, respectively). Furthermore, the association of these SNPs with salt sensitivity was replicated in a second hypertensive population. Meta-analysis demonstrated significant associations of both SNPs with salt sensitivity (rs7571842 [P=1.2 × 10(-5)]; rs1017783 [P=1.1 × 10(-4)]). In conclusion, SLC4A5 variants are strongly associated with salt sensitivity of blood pressure in 2 separate white populations.
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Affiliation(s)
- Robert M Carey
- Department of Medicine, University of Virginia Health System, Charlottesville, VA 22908-1414, USA.
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Vandell AG, Lobmeyer MT, Gawronski BE, Langaee TY, Gong Y, Gums JG, Beitelshees AL, Turner ST, Chapman AB, Cooper-DeHoff RM, Bailey KR, Boerwinkle E, Pepine CJ, Liggett SB, Johnson JA. G protein receptor kinase 4 polymorphisms: β-blocker pharmacogenetics and treatment-related outcomes in hypertension. Hypertension 2012; 60:957-64. [PMID: 22949529 DOI: 10.1161/hypertensionaha.112.198721] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
G protein-coupled receptor kinases (GRKs) are important regulatory proteins for many G protein-coupled receptors, but little is known about GRK4 pharmacogenetics. We hypothesized that 3 nonsynonymous GRK4 single-nucleotide polymorphisms, R65L (rs2960306), A142V (rs1024323), and A486V (rs1801058), would be associated with blood pressure response to atenolol, but not hydrochlorothiazide, and would be associated with long-term cardiovascular outcomes (all-cause death, nonfatal myocardial infarction, nonfatal stroke) in participants treated with an atenolol-based versus verapamil-SR-based antihypertensive strategy. GRK4 single-nucleotide polymorphisms were genotyped in 768 hypertensive participants from the Pharmacogenomic Evaluation of Antihypertensive Responses (PEAR) trial. In whites and blacks, increasing copies of the variant 65L-142V haplotype were associated with significantly reduced atenolol-induced diastolic blood pressure lowering (-9.1±6.8 versus -6.8±7.1 versus -5.3±6.4 mm Hg in participants with 0, 1, and 2 copies of 65L-142V, respectively; P=0.0088). One thousand four hundred sixty participants with hypertension and coronary artery disease from the INternational VErapamil SR/Trandolapril STudy (INVEST) were genotyped, and variant alleles of all 3 GRK4 single-nucleotide polymorphisms were associated with increased risk for adverse cardiovascular outcomes in an additive fashion, with 486V homozygotes reaching statistical significance (odds ratio, 2.29 [1.48-3.55]; P=0.0002). These effects on adverse cardiovascular outcomes were independent of antihypertensive treatment. These results suggest that the presence of GRK4 variant alleles may be important determinants of blood pressure response to atenolol and risk for adverse cardiovascular events. The associations with GRK4 variant alleles were stronger in patients who were also ADRB1 389R homozygotes, suggesting a potential interaction between these 2 genes.
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Affiliation(s)
- Alexander G Vandell
- Department of Pharmacotherapy and Translational Research, Center for Pharmacogenomics, University of Florida College of Pharmacy, 1600 SW Archer Rd, Room PG-22, Box 100486, Gainesville, FL 32610-0486, USA
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Affiliation(s)
- Michio Fukuda
- Department of Cardio-Renal Medicine and Hypertension, Nagoya City University Graduate School of Medical Sciences, Mizuho-ku, Nagoya, Japan.
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Abstract
High blood pressure (BP) is a complex trait determined by genetic and environmental factors, as well as their interactions. Over the past few decades, there has been substantial progress elucidating the genetic determinants underlying BP response to sodium intake, or BP salt sensitivity. Research of monogenic BP disorders has highlighted the importance of renal salt handling in BP regulation, implicating genes and biological pathways subsequently identified in candidate gene studies of salt sensitivity. Despite these advancements, certain candidate gene findings await replication evidence, and some biological pathways warrant further investigation. Furthermore, results from genome-wide association studies (GWASs) and sequencing work have yet to be reported. GWAS will be valuable for uncovering novel mechanisms underlying salt sensitivity, whereas future sequencing efforts promise the discovery of functional variants related to this complex trait. Delineating the genetic architecture of salt sensitivity will be critical to understanding how genes and dietary sodium interact to influence BP.
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Lymperopoulos A, Bathgate A. Pharmacogenomics of the heptahelical receptor regulators G-protein-coupled receptor kinases and arrestins: the known and the unknown. Pharmacogenomics 2012; 13:323-41. [PMID: 22304582 DOI: 10.2217/pgs.11.178] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Heptahelical G-protein-coupled receptors are the most diverse and therapeutically important family of receptors, playing major roles in the physiology of various organs and tissues. They couple their ligand binding to G-protein activation, which then transmits intracellular signals. G-protein signaling is terminated by phosphorylation of the receptor by the family of G-protein-coupled receptor kinases (GRKs), followed by arrestin (Arr) binding, which uncouples the phosphorylated receptor from the G-protein and subsequently targets the receptor for internalization. Moreover, Arrs can transmit signals in their own right during receptor internalization. Genetic polymorphisms in receptors, as well as in GRK and Arr family members per se, which affect regulation of receptor signaling and function, have just started being identified and characterized. The present review will discuss what is known so far in this evolving field of GRK/Arr pharmacogenomics, as well as highlight important areas likely to produce invaluable information in the future.
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Affiliation(s)
- Anastasios Lymperopoulos
- Department of Pharmaceutical Sciences, Nova Southeastern University College of Pharmacy, Ft. Lauderdale, FL 33328, USA.
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A comparison of the natriuretic and kaliuretic effects of cicletanine and hydrochlorothiazide in prehypertensive and hypertensive humans. J Hypertens 2012; 30:819-27. [PMID: 22278145 DOI: 10.1097/hjh.0b013e32835022a8] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES The aim of this study was to compare the single-dose effects of thiazide-type diuretics cicletanine and hydrochlorothiazide (HCTZ), on natriuresis and kaliuresis in prehypertensive and treatment-naïve, stage 1 hypertensive patients and to explore the impact of GRK4 gene polymorphisms on thiazide-induced urinary electrolyte excretion. METHODS The study was a randomized, double-blind, placebo-controlled, three-period, four-treatment, balanced incomplete block, cross-over study in male patients assigned to treatment sequences consisting of placebo, cicletanine 50 mg, cicletanine 150 mg, and HCTZ 25 mg, doses used to treat hypertension. Cumulative urine samples were collected predosing and over 24 h after dosing in each period to compare urine electrolyte excretion profiles of potassium (UKV), sodium (UNaV), magnesium, calcium, phosphate, chloride, and pH among groups. Each treatment was administered to 18 different patients in each period, and an equal number of patients had less than and at least three GRK4 allele variants. RESULTS Compared with placebo, mean UKV was significantly increased with HCTZ 25 mg (12.7 mmol/day; P ≤ 0.001), cicletanine 50 mg (4.6 mmol/day; P = 0.026), and cicletanine 150 mg (5.5 mmol/day; P = 0.011), and mean UNaV was significantly increased with HCTZ 25 mg (102.2 mmol/day; P ≤ 0.001), cicletanine 50 mg (21.7 mmol/day; P = 0.005), and cicletanine 150 mg (57.9 mmol/day; P ≤ 0.001). CONCLUSION All treatments had more natriuresis, diuresis, and kaliuresis than placebo, and both doses of cicletanine had less kaliuresis than HCTZ. These findings suggest that cicletanine is a favorable and well tolerated option for the treatment of hypertension with an improved safety profile compared with HCTZ.
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Abstract
There is increasing evidence that the intrarenal dopaminergic system plays an important role in the regulation of blood pressure, and defects in dopamine signaling appear to be involved in the development of hypertension. Recent experimental models have definitively demonstrated that abnormalities in intrarenal dopamine production or receptor signaling can predispose to salt-sensitive hypertension and a dysregulated renin-angiotensin system. In addition, studies in both experimental animal models and in humans with salt-sensitive hypertension implicate abnormalities in dopamine receptor regulation due to receptor desensitization resulting from increased G-protein receptor kinase 4 (GRK4) activity. Functional polymorphisms that predispose to increased basal GRK4 activity both decrease dopamine receptor activity and increase angiotensin II type 1 (AT1) receptor activity and are associated with essential hypertension in a number of different human cohorts.
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Affiliation(s)
- Raymond C Harris
- Division of Nephrology, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN 37232, USA.
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Abstract
PURPOSE OF REVIEW Despite decades of study, the pathogenesis of essential hypertension remains obscure, but the kidney appears to play a central role. Technology for manipulation of the mouse genome has been immensely valuable in dissecting pathways involved in blood pressure control. This review summarizes recent studies employing this technology to understand signaling pathways and specific cell lineages within the kidney that are involved in the regulation of sodium excretion impacting blood pressure homeostasis. RECENT FINDINGS We review a series of recent studies of regulatory pathways affecting sodium excretion by the kidney including the renin-angiotensin system, the mineralocorticoid receptor, the endothelin system, nitric oxide, and the with-no-lysine (K)/sterile 20-like kinase pathway. We have specifically highlighted studies utilizing transgenic mouse models, which provide a powerful mechanism for defining the role of proteins and pathways on sodium balance and blood pressure in the intact organism. SUMMARY These studies underscore the importance of the kidney in regulation of blood pressure and the pathogenesis of hypertension. Transgenic mouse models provide a powerful approach to identifying key cell lineages and molecular pathways causing hypertension. These pathways represent potential targets for novel antihypertensive therapies.
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Abstract
PURPOSE OF REVIEW This review will highlight the recent findings concerning the role of the intrarenal dopaminergic system in hypertension, especially the role of alterations in G-protein receptor kinase 4 (GRK4) activity. RECENT FINDINGS Recent studies highlight the importance of the intrarenal dopaminergic system in blood pressure regulation and how defects in dopamine signaling are involved in the development of hypertension. There are recent experimental models that definitively demonstrate that abnormalities in intrarenal dopamine production or receptor signaling can predispose to salt-sensitive hypertension and a dysregulated renin-angiotensin system. Furthermore, studies in experimental animal models and in humans with salt-sensitive hypertension implicate abnormalities in dopamine receptor regulation because of receptor desensitization resulting from increased GRK4 activity. Functional polymorphisms that predispose to increased basal GRK4 activity both decrease dopamine receptor activity and increase angiotensin II AT1 receptor activity and are associated with essential hypertension in a number of different human cohorts. SUMMARY The ongoing elucidation of this important regulatory pathway further emphasizes the importance of the kidney in maintenance of blood pressure control and may help to delineate the underlying mechanisms predisposing individuals or populations to increased risk for development of hypertension.
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Chugh G, Lokhandwala MF, Asghar M. Altered functioning of both renal dopamine D1 and angiotensin II type 1 receptors causes hypertension in old rats. Hypertension 2012; 59:1029-36. [PMID: 22411927 DOI: 10.1161/hypertensionaha.112.192302] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Activation of renal dopamine D1 (D1R) and angiotensin II type 1 receptors (AT(1)Rs) influences the activity of proximal tubular sodium transporter Na,K-ATPase and maintains sodium homeostasis and blood pressure. We reported recently that diminished D1R and exaggerated AT(1)R functions are associated with hypertension in old Fischer 344 × Brown Norway F1 (FBN) rats, and oxidative stress plays a central role in this phenomenon. Here we studied the mechanisms of age-associated increase in oxidative stress on diminished D1R and exaggerated AT(1)R functions in the renal proximal tubules of control and antioxidant Tempol-treated adult and old FBN rats. Although D1R numbers and D1R agonist SKF38393-mediated stimulation of [(35)S]-GTPγS binding (index of D1R activation) were lower, G protein-coupled receptor kinase 4 (kinase that uncouples D1R) levels were higher in old FBN rats. Tempol treatment restored D1R numbers and G protein coupling and reduced G protein-coupled receptor kinase 4 levels in old FBN rats. Angiotensin II-mediated stimulation of [(35)S]-GTPγS binding and Na,K-ATPase activity were higher in old FBN rats, which were also restored with Tempol treatment. We also measured renal AT(1)R function in adult and old Fischer 344 (F344) rats, which, despite exhibiting an age-related increase in oxidative stress and diminished renal D1R function, are normotensive. We found that diuretic and natriuretic responses to candesartan (indices of AT(1)R function) were similar in F344 rats, a likely explanation for the absence of age-associated hypertension in these rats. Perhaps, alterations in both D1R (diminished) and AT(1)R (exaggerated) functions are necessary for the development of age-associated hypertension, as seen in old FBN rats.
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Affiliation(s)
- Gaurav Chugh
- Heart and Kidney Institute, College of Pharmacy, University of Houston, Houston, TX 77204, USA
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Hypertension-Related Gene Polymorphisms of G-Protein-Coupled Receptor Kinase 4 Are Associated with NT-proBNP Concentration in Normotensive Healthy Adults. Int J Hypertens 2012; 2012:806810. [PMID: 22518293 PMCID: PMC3296214 DOI: 10.1155/2012/806810] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2011] [Accepted: 12/04/2011] [Indexed: 11/26/2022] Open
Abstract
G protein-coupled receptor kinase 4 (GRK4) with activating polymorphisms desensitize the natriuric renal tubular D1 dopamine receptor, and these GRK4 polymorphisms are strongly associated with salt sensitivity and hypertension. Meanwhile, N-terminal pro-B-type natriuretic peptide (NT-proBNP) may be useful in detecting slight volume expansion. However, relations between hypertension-related gene polymorphisms including GRK4 and cardiovascular indices such as NT-proBNP are not clear, especially in healthy subjects. Therefore, various hypertension-related polymorphisms and cardiovascular indices were analyzed in 97 normotensive, healthy Japanese adults. NT-proBNP levels were significantly higher in subjects with two or more GRK4 polymorphic alleles. Other hypertension-related gene polymorphisms, such as those of renin-angiotensin-aldosterone system genes, did not correlate with NT-proBNP. There was no significant association between any of the hypertension-related gene polymorphisms and central systolic blood pressure, cardioankle vascular index, augmentation index, plasma aldosterone concentration, or an oxidative stress marker, urinary 8-OHdG. Normotensive individuals with GRK4 polymorphisms show increased serum NT-proBNP concentration and may be at a greater risk of developing hypertension and cardiovascular disease.
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