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Karagiannidis AG, Theodorakopoulou MP, Iatridi F, Ortiz A, Sarafidis P. A salty symphony: unraveling the tale of uromodulin and sodium sensitivity. J Hum Hypertens 2025:10.1038/s41371-025-01013-9. [PMID: 40164702 DOI: 10.1038/s41371-025-01013-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 02/27/2025] [Accepted: 03/21/2025] [Indexed: 04/02/2025]
Abstract
Uromodulin is a kidney-specific glycoprotein which is uniquely synthesized by the epithelial cells lining the thick ascending limb and early distal convoluted tubule. Among multiple roles in complex physiological and pathological processes, uromodulin mediates renal sodium handling through modulating tubular sodium transporters that reabsorb sodium and therefore is putatively linked to hypertension through generating sodium sensitivity of blood pressure. This review aims to present an updated overview of the role of uromodulin in sodium renal handling and summarize the existing evidence originating from preclinical, genetic, and clinical studies that support a relationship between uromodulin and sodium-sensitive hypertension.
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Affiliation(s)
- Artemios G Karagiannidis
- First Department of Nephrology, Hippokration Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Marieta P Theodorakopoulou
- First Department of Nephrology, Hippokration Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Fotini Iatridi
- First Department of Nephrology, Hippokration Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Alberto Ortiz
- Department of Nephrology and Hypertension, IIS-Fundacion Jimenez Diaz UAM, Madrid, Spain
| | - Pantelis Sarafidis
- First Department of Nephrology, Hippokration Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece.
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Hiie L, Kolde A, Pervjakova N, Reigo A, Abner E, Võsa U, Esko T, Fischer K, Palta P, Kronberg J. Pathway level metabolomics analysis identifies carbon metabolism as a key factor of incident hypertension in the Estonian Biobank. Sci Rep 2025; 15:8470. [PMID: 40069276 PMCID: PMC11897224 DOI: 10.1038/s41598-025-92840-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Accepted: 03/03/2025] [Indexed: 03/14/2025] Open
Abstract
The purpose of this study was to find metabolic changes associated with incident hypertension in the volunteer-based Estonian Biobank. We used a subcohort of the Estonian Biobank where metabolite levels had been measured by mass-spectrometry (LC-MS, Metabolon platform). We divided annotated metabolites of 989 individuals into KEGG pathways, followed by principal component analysis of metabolites in each pathway, resulting in a dataset of 91 pathway components. Next, we defined incident hypertension cases and controls based on electronic health records, resulting in a dataset of 101 incident hypertension cases and 450 controls. We used Cox proportional hazards models and replicated the results in a separate cohort of the Estonian Biobank, assayed with LC-MS dataset of the Broad platform and including 582 individuals. Our results show that body mass index and a component of the carbon metabolism KEGG pathway are associated with incident hypertension in both discovery and replication cohorts. We demonstrate that a high-dimensional dataset can be meaningfully reduced into informative pathway components that can subsequently be analysed in an interpretable way, and replicated in a metabolomics dataset from a different platform.
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Affiliation(s)
- Liis Hiie
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23b, 51010, Tartu, Estonia
- Institute of Mathematics and Statistics, University of Tartu, Narva 18, 51009, Tartu, Estonia
| | - Anastassia Kolde
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23b, 51010, Tartu, Estonia
- Institute of Mathematics and Statistics, University of Tartu, Narva 18, 51009, Tartu, Estonia
| | - Natalia Pervjakova
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23b, 51010, Tartu, Estonia
| | - Anu Reigo
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23b, 51010, Tartu, Estonia
| | - Erik Abner
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23b, 51010, Tartu, Estonia
| | - Urmo Võsa
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23b, 51010, Tartu, Estonia
| | - Tõnu Esko
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23b, 51010, Tartu, Estonia
| | - Krista Fischer
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23b, 51010, Tartu, Estonia
- Institute of Mathematics and Statistics, University of Tartu, Narva 18, 51009, Tartu, Estonia
| | - Priit Palta
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23b, 51010, Tartu, Estonia
| | - Jaanika Kronberg
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Riia 23b, 51010, Tartu, Estonia.
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Karagiannidis AG, Theodorakopoulou MP, Pella E, Sarafidis PA, Ortiz A. Uromodulin biology. Nephrol Dial Transplant 2024; 39:1073-1087. [PMID: 38211973 PMCID: PMC11210992 DOI: 10.1093/ndt/gfae008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Indexed: 01/13/2024] Open
Abstract
Uromodulin is a kidney-specific glycoprotein which is exclusively produced by the epithelial cells lining the thick ascending limb and early distal convoluted tubule. It is currently recognized as a multifaceted player in kidney physiology and disease, with discrete roles for intracellular, urinary, interstitial and serum uromodulin. Among these, uromodulin modulates renal sodium handling through the regulation of tubular sodium transporters that reabsorb sodium and are targeted by diuretics, such as the loop diuretic-sensitive Na+-K+-2Cl- cotransporter type 2 (NKCC2) and the thiazide-sensitive Na+/Cl- cotransporter (NCC). Given these roles, the contribution of uromodulin to sodium-sensitive hypertension has been proposed. However, recent studies in humans suggest a more complex interaction between dietary sodium intake, uromodulin and blood pressure. This review presents an updated overview of the uromodulin's biology and its various roles, and focuses on the interaction between uromodulin and sodium-sensitive hypertension.
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Affiliation(s)
- Artemios G Karagiannidis
- First Department of Nephrology, Hippokration Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Marieta P Theodorakopoulou
- First Department of Nephrology, Hippokration Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Eva Pella
- First Department of Nephrology, Hippokration Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Pantelis A Sarafidis
- First Department of Nephrology, Hippokration Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Alberto Ortiz
- Department of Nephrology and Hypertension, IIS-Fundacion Jimenez Diaz UAM, Madrid, Spain
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Lin JS, Petrera A, Hauck SM, Müller CL, Peters A, Thorand B. Associations of Proteomics With Hypertension and Systolic Blood Pressure: KORA S4/F4/FF4 and KORA Age1/Age2 Cohort Studies. Hypertension 2024; 81:1156-1166. [PMID: 38445514 PMCID: PMC11025610 DOI: 10.1161/hypertensionaha.123.22614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 02/19/2024] [Indexed: 03/07/2024]
Abstract
BACKGROUND Hypertension, a complex condition, is primarily defined based on blood pressure readings without involving its pathophysiological mechanisms. We aimed to identify biomarkers through a proteomic approach, thereby enhancing the future definition of hypertension with insights into its molecular mechanisms. METHODS The discovery analysis included 1560 participants, aged 55 to 74 years at baseline, from the KORA (Cooperative Health Research in the Region of Augsburg) S4/F4/FF4 cohort study, with 3332 observations over a median of 13.4 years of follow-up. Generalized estimating equations were used to estimate the associations of 233 plasma proteins with hypertension and systolic blood pressure (SBP). For validation, proteins significantly associated with hypertension or SBP in the discovery analysis were validated in the KORA Age1/Age2 cohort study (1024 participants, 1810 observations). A 2-sample Mendelian randomization analysis was conducted to infer causalities of validated proteins with SBP. RESULTS Discovery analysis identified 49 proteins associated with hypertension and 99 associated with SBP. Validation in the KORA Age1/Age2 study replicated 7 proteins associated with hypertension and 23 associated with SBP. Three proteins, NT-proBNP (N-terminal pro-B-type natriuretic peptide), KIM1 (kidney injury molecule 1), and OPG (osteoprotegerin), consistently showed positive associations with both outcomes. Five proteins demonstrated potential causal associations with SBP in Mendelian randomization analysis, including NT-proBNP and OPG. CONCLUSIONS We identified and validated 7 hypertension-associated and 23 SBP-associated proteins across 2 cohort studies. KIM1, NT-proBNP, and OPG demonstrated robust associations, and OPG was identified for the first time as associated with blood pressure. For NT-proBNP (protective) and OPG, causal associations with SBP were suggested.
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Affiliation(s)
- Jie-sheng Lin
- Institute of Epidemiology (J.-s.L., A. Peters, B.T.), Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany
- Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Pettenkofer School of Public Health, Munich, Germany (J.-s.L., B.T.)
| | - Agnese Petrera
- Metabolomics and Proteomics Core (A. Petrera, S.M.H.), Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany
| | - Stefanie M. Hauck
- Metabolomics and Proteomics Core (A. Petrera, S.M.H.), Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany
| | - Christian L. Müller
- Institute of Computational Biology (C.L.M.), Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany
- Department of Statistics (C.L.M.), Ludwig-Maximilians-Universität München, Munich, Germany
- Center for Computational Mathematics, Flatiron Institute, New York, NY (C.L.M.)
| | - Annette Peters
- Institute of Epidemiology (J.-s.L., A. Peters, B.T.), Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany
- Chair of Epidemiology, Institute for Medical Information Processing, Biometry and Epidemiology, Medical Faculty (A. Peters), Ludwig-Maximilians-Universität München, Munich, Germany
- German Center for Diabetes Research, Partner München-Neuherberg, Germany (A. Peters, B.T.)
| | - Barbara Thorand
- Institute of Epidemiology (J.-s.L., A. Peters, B.T.), Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Neuherberg, Germany
- Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Pettenkofer School of Public Health, Munich, Germany (J.-s.L., B.T.)
- German Center for Diabetes Research, Partner München-Neuherberg, Germany (A. Peters, B.T.)
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Al Ashmar S, Anlar GG, Krzyslak H, Djouhri L, Kamareddine L, Pedersen S, Zeidan A. Proteomic Analysis of Prehypertensive and Hypertensive Patients: Exploring the Role of the Actin Cytoskeleton. Int J Mol Sci 2024; 25:4896. [PMID: 38732116 PMCID: PMC11084483 DOI: 10.3390/ijms25094896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 02/20/2024] [Accepted: 02/26/2024] [Indexed: 05/13/2024] Open
Abstract
Hypertension is a pervasive and widespread health condition that poses a significant risk factor for cardiovascular disease, which includes conditions such as heart attack, stroke, and heart failure. Despite its widespread occurrence, the exact cause of hypertension remains unknown, and the mechanisms underlying the progression from prehypertension to hypertension require further investigation. Recent proteomic studies have shown promising results in uncovering potential biomarkers related to disease development. In this study, serum proteomic data collected from Qatar Biobank were analyzed to identify altered protein expression between individuals with normal blood pressure, prehypertension, and hypertension and to elucidate the biological pathways contributing to this disease. The results revealed a cluster of proteins, including the SRC family, CAMK2B, CAMK2D, TEC, GSK3, VAV, and RAC, which were markedly upregulated in patients with hypertension compared to those with prehypertension (fold change ≥ 1.6 or ≤-1.6, area under the curve ≥ 0.8, and q-value < 0.05). Pathway analysis showed that the majority of these proteins play a role in actin cytoskeleton remodeling. Actin cytoskeleton reorganization affects various biological processes that contribute to the maintenance of blood pressure, including vascular tone, endothelial function, cellular signaling, inflammation, fibrosis, and mechanosensing. Therefore, the findings of this study suggest a potential novel role of actin cytoskeleton-related proteins in the progression from prehypertension to hypertension. The present study sheds light on the underlying pathological mechanisms involved in hypertension and could pave the way for new diagnostic and therapeutic approaches for the treatment of this disease.
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Affiliation(s)
- Sarah Al Ashmar
- Department of Basic Sciences, College of Medicine, QU Health, Qatar University, Doha 2713, Qatar; (S.A.A.); (G.G.A.); (L.D.)
| | - Gulsen Guliz Anlar
- Department of Basic Sciences, College of Medicine, QU Health, Qatar University, Doha 2713, Qatar; (S.A.A.); (G.G.A.); (L.D.)
| | - Hubert Krzyslak
- Department of Clinical Biochemistry, Aalborg University Hospital, 9000 Aalborg, Denmark;
| | - Laiche Djouhri
- Department of Basic Sciences, College of Medicine, QU Health, Qatar University, Doha 2713, Qatar; (S.A.A.); (G.G.A.); (L.D.)
| | - Layla Kamareddine
- Biomedical Sciences Department, College of Health Sciences, QU Health, Qatar University, Doha 2713, Qatar;
- Biomedical Research Center, Qatar University, Doha 2713, Qatar
| | - Shona Pedersen
- Department of Basic Sciences, College of Medicine, QU Health, Qatar University, Doha 2713, Qatar; (S.A.A.); (G.G.A.); (L.D.)
| | - Asad Zeidan
- Department of Basic Sciences, College of Medicine, QU Health, Qatar University, Doha 2713, Qatar; (S.A.A.); (G.G.A.); (L.D.)
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Gong M, Zhang Y, Chen N, Ma LL, Feng XM, Yan YX. Proteomics in Cardiovascular disease. Clin Chim Acta 2024; 557:117877. [PMID: 38537675 DOI: 10.1016/j.cca.2024.117877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 03/14/2024] [Accepted: 03/14/2024] [Indexed: 04/13/2024]
Abstract
This study focuses on recent advances in proteomics and provides an up-to-date use of this technology in identifying cardiovascular disease (CVD) biomarkers. A total of eight electronic databases (PubMed, EMBASE, Web of Science, Cochrane Library, Wanfang, Vip, Sinomed, and CNKI) were searched and five were used for integrative analysis of sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic ratio (DOR) and 1 secondary indicator area under the curve (AUC). This systematic review and integrative analysis summarized potential biomarkers previously identified by proteomics. The integrative analysis suggested that proteomics technology had high clinical value in CVD diagnosis. The findings provided new possible directions for the prevention or diagnosis of CVD.
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Affiliation(s)
- Miao Gong
- Department of Epidemiology and Biostatistics, School of Public Health, Capital Medical University, Beijing, China; Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Yu Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Capital Medical University, Beijing, China; Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Ning Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Capital Medical University, Beijing, China; Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Lin-Lin Ma
- Department of Epidemiology and Biostatistics, School of Public Health, Capital Medical University, Beijing, China; Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Xu-Man Feng
- Department of Epidemiology and Biostatistics, School of Public Health, Capital Medical University, Beijing, China; Municipal Key Laboratory of Clinical Epidemiology, Beijing, China
| | - Yu-Xiang Yan
- Department of Epidemiology and Biostatistics, School of Public Health, Capital Medical University, Beijing, China; Municipal Key Laboratory of Clinical Epidemiology, Beijing, China.
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Joshi N, Garapati K, Ghose V, Kandasamy RK, Pandey A. Recent progress in mass spectrometry-based urinary proteomics. Clin Proteomics 2024; 21:14. [PMID: 38389064 PMCID: PMC10885485 DOI: 10.1186/s12014-024-09462-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 02/12/2024] [Indexed: 02/24/2024] Open
Abstract
Serum or plasma is frequently utilized in biomedical research; however, its application is impeded by the requirement for invasive sample collection. The non-invasive nature of urine collection makes it an attractive alternative for disease characterization and biomarker discovery. Mass spectrometry-based protein profiling of urine has led to the discovery of several disease-associated biomarkers. Proteomic analysis of urine has not only been applied to disorders of the kidney and urinary bladder but also to conditions affecting distant organs because proteins excreted in the urine originate from multiple organs. This review provides a progress update on urinary proteomics carried out over the past decade. Studies summarized in this review have expanded the catalog of proteins detected in the urine in a variety of clinical conditions. The wide range of applications of urine analysis-from characterizing diseases to discovering predictive, diagnostic and prognostic markers-continues to drive investigations of the urinary proteome.
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Affiliation(s)
- Neha Joshi
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, India
- Institute of Bioinformatics, International Technology Park, Bangalore, 560066, India
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Kishore Garapati
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, India
- Institute of Bioinformatics, International Technology Park, Bangalore, 560066, India
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Vivek Ghose
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, India
- Institute of Bioinformatics, International Technology Park, Bangalore, 560066, India
| | - Richard K Kandasamy
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, 55905, USA
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, 55905, USA
| | - Akhilesh Pandey
- Institute of Bioinformatics, International Technology Park, Bangalore, 560066, India.
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, 55905, USA.
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, 55905, USA.
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Capolongo G, Damiano S, Suzumoto Y, Zacchia M, Rizzo M, Zona E, Pollastro RM, Simeoni M, Ciarcia R, Trepiccione F, Capasso G. Cyclosporin-induced hypertension is associated with the up-regulation of Na+-K+-2Cl- cotransporter (NKCC2). Nephrol Dial Transplant 2024; 39:297-304. [PMID: 37463050 PMCID: PMC10828191 DOI: 10.1093/ndt/gfad161] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND The use of cyclosporin A (CsA) is hampered by the development of nephrotoxicity including hypertension, which is partially dependent on renal sodium retention. To address this issue, we have investigated in vivo sodium reabsorption in different nephron segments of CsA-treated rats through micropuncture study coupled to expression analyses of sodium transporters. To translate the findings in rats to human, kidney-transplanted patients having CsA treatment were enrolled in the study. METHODS Adult male Sprague-Dawley rats were treated with CsA (15 mg/kg/day) for 21 days, followed by micropuncture study and expression analyses of sodium transporters. CsA-treated kidney-transplanted patients with resistant hypertension were challenged with 50 mg furosemide. RESULTS CsA-treated rats developed hypertension associated with reduced glomerular filtration rate. In vivo microperfusion study demonstrated a significant decrease in rate of absolute fluid reabsorption in the proximal tubule but enhanced sodium reabsorption in the thick ascending limb of Henle's loop (TAL). Expression analyses of sodium transporters at the same nephron segments further revealed a reduction in Na+-H+ exchanger isoform 3 (NHE3) in the renal cortex, while TAL-specific, furosemide-sensitive Na+-K+-2Cl- cotransporter (NKCC2) and NHE3 were significantly upregulated in the inner stripe of outer medulla. CsA-treated patients had a larger excretion of urinary NKCC2 protein at basal condition, and higher diuretic response to furosemide, showing increased FeNa+, FeCl- and FeCa2+ compared with both healthy controls and FK506-treated transplanted patients. CONCLUSION Altogether, these findings suggest that up-regulation of NKCC2 along the TAL facilitates sodium retention and contributes to the development of CsA-induced hypertension.
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Affiliation(s)
- Giovanna Capolongo
- Department of Translational Medical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Sara Damiano
- Department of Veterinary Medicine and Animal Productions, University of Naples, Naples, Italy
| | - Yoko Suzumoto
- Biogem, Institute of Molecular Biology and Genetics, Ariano Irpino, Italy
| | - Miriam Zacchia
- Department of Translational Medical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Maria Rizzo
- Department of Translational Medical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Enrica Zona
- Department of Translational Medical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Rosa Maria Pollastro
- Department of Translational Medical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Mariadelina Simeoni
- Department of Translational Medical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Roberto Ciarcia
- Department of Veterinary Medicine and Animal Productions, University of Naples, Naples, Italy
| | - Francesco Trepiccione
- Department of Translational Medical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
- Biogem, Institute of Molecular Biology and Genetics, Ariano Irpino, Italy
| | - Giovambattista Capasso
- Department of Translational Medical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
- Biogem, Institute of Molecular Biology and Genetics, Ariano Irpino, Italy
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Mary S, Boder P, Rossitto G, Graham L, Scott K, Flynn A, Kipgen D, Graham D, Delles C. Salt loading decreases urinary excretion and increases intracellular accumulation of uromodulin in stroke-prone spontaneously hypertensive rats. Clin Sci (Lond) 2021; 135:2749-2761. [PMID: 34870708 PMCID: PMC8689196 DOI: 10.1042/cs20211017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 11/24/2021] [Accepted: 12/06/2021] [Indexed: 12/15/2022]
Abstract
Uromodulin (UMOD) is the most abundant renal protein secreted into urine by the thick ascending limb (TAL) epithelial cells of the loop of Henle. Genetic studies have demonstrated an association between UMOD risk variants and hypertension. We aimed to dissect the role of dietary salt in renal UMOD excretion in normotension and chronic hypertension. Normotensive Wistar-Kyoto rats (WKY) and stroke-prone spontaneously hypertensive rats (SHRSP) (n=8/sex/strain) were maintained on 1% NaCl for 3 weeks. A subset of salt-loaded SHRSP was treated with nifedipine. Salt-loading in SHRSP increased blood pressure (ΔSBP 35 ± 5 mmHg, P<0.0001) and kidney injury markers such as kidney injury marker-1 (KIM-1; fold change, FC 3.4; P=0.003), neutrophil gelatinase-associated lipocalin (NGAL; FC, 2.0; P=0.012) and proteinuria. After salt-loading there was a reduction in urinary UMOD excretion in WKY and SHRSP by 26 and 55% respectively, compared with baseline. Nifedipine treatment reduced blood pressure (BP) in SHRSP, however, did not prevent salt-induced reduction in urinary UMOD excretion. In all experiments, changes in urinary UMOD excretion were dissociated from kidney UMOD protein and mRNA levels. Colocalization and ex-vivo studies showed that salt-loading increased intracellular UMOD retention in both WKY and SHRSP. Our study provides novel insights into the interplay among salt, UMOD, and BP. The role of UMOD as a cardiovascular risk marker deserves mechanistic reappraisal and further investigations based on our findings.
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Affiliation(s)
- Sheon Mary
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland, U.K
| | - Philipp Boder
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland, U.K
| | - Giacomo Rossitto
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland, U.K
- Department of Medicine, University of Padua, Padua, Italy
| | - Lesley Graham
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland, U.K
| | - Kayley Scott
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland, U.K
| | - Arun Flynn
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland, U.K
| | - David Kipgen
- Department of Pathology, Queen Elizabeth University Hospital, Glasgow, Scotland, U.K
| | - Delyth Graham
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland, U.K
| | - Christian Delles
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland, U.K
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Boder P, Mary S, Mark PB, Leiper J, Dominiczak AF, Padmanabhan S, Rampoldi L, Delles C. Mechanistic interactions of uromodulin with the thick ascending limb: perspectives in physiology and hypertension. J Hypertens 2021; 39:1490-1504. [PMID: 34187999 PMCID: PMC7611110 DOI: 10.1097/hjh.0000000000002861] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Hypertension is a significant risk factor for cardiovascular disease and mortality worldwide. The kidney is a major regulator of blood pressure and electrolyte homeostasis, with monogenic disorders indicating a link between abnormal ion transport and salt-sensitive hypertension. However, the association between salt and hypertension remains controversial. Thus, there is continued interest in deciphering the molecular mechanisms behind these processes. Uromodulin (UMOD) is the most abundant protein in the normal urine and is primarily synthesized by the thick ascending limb epithelial cells of the kidney. Genome-wide association studies have linked common UMOD variants with kidney function, susceptibility to chronic kidney disease and hypertension independent of renal excretory function. This review will discuss and provide predictions on the role of the UMOD protein in renal ion transport and hypertension based on current observational, biochemical, genetic, pharmacological and clinical evidence.
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Affiliation(s)
- Philipp Boder
- BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Sheon Mary
- BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Patrick B. Mark
- BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - James Leiper
- BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Anna F. Dominiczak
- BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Sandosh Padmanabhan
- BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Luca Rampoldi
- Molecular Genetics of Renal Disorders Unit, Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Christian Delles
- BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
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11
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Urinary proteomics reveals key markers of salt sensitivity in hypertensive patients during saline infusion. J Nephrol 2021; 34:739-751. [PMID: 33398797 DOI: 10.1007/s40620-020-00877-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 09/23/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND Hypertension is a complex disease and is the major cause of cardiovascular complications. In the vast majority of individuals, the aetiology of elevated blood pressure (BP) cannot be determined, thus impairing optimized therapies and prognosis for individual patients. A more precise understanding of the molecular pathogenesis of hypertension remains a pressing priority for both basic and translational research. Here we investigated the effect of salt on naive hypertensive patients in order to better understand the salt intake-blood pressure relationship. METHODS Patients underwent an acute saline infusion and were defined as salt-sensitive or salt-resistant according to mean blood pressure changes. Urinary proteome changes during the salt load test were analysed by a label-free quantitative proteomics approach. RESULTS Our data show that salt-sensitive patients display equal sodium reabsorption as salt-resistant patients, as major sodium transporters show the same behaviour during the salt load. However, salt-sensitive patients regulate the renin angiotensin system (RAS) differently from salt-resistant patients, and upregulate proteins, as epidermal growth factor (EGF) and plasminogen activator, urokinase (PLAU), involved in the regulation of epithelial sodium channel ENaC activity. CONCLUSIONS Salt-sensitive and salt-resistant subjects have similar response to a saline/volume infusion as detected by urinary proteome. However, we identified glutamyl aminopeptidase (ENPEP), PLAU, EGF and Xaa-Pro aminopeptidase 2 precursor XPNPEP2 as key molecules of salt-sensitivity, through modulation of ENaC-dependent sodium reabsorption along the distal tubule.
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12
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Anastasio P, Trepiccione F, De Santo NG, Capasso G, Viggiano D, Capolongo G. Regulation of urinary calcium excretion by vasopressin. Clin Kidney J 2020; 13:873-877. [PMID: 33123363 PMCID: PMC7577769 DOI: 10.1093/ckj/sfaa134] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Indexed: 12/17/2022] Open
Abstract
Background The antidiuretic hormone (ADH) or arginine vasopressin (AVP) regulates the body's water balance. Recently, modifications in AVP levels have been related to osteoporosis during ageing and microgravity/bed rest. Therefore the present study was devised to assess whether the absence of AVP, as in patients with central diabetes insipidus (CDI), modulates renal calcium excretion. Methods We retrospectively analysed data from 12 patients with CDI with measured 24-h urinary excretion levels of calcium. Data were available at the moment of the diagnosis when patients were drug-free and after therapy with dDAVP, an analog of AVP. Hypercalciuria was defined as 24-h urinary Ca2+ >275 mg/day in males and >250 mg/day in females and a urinary calcium (Ca):creatinine (Cr) ratio >0.20 mg/mg. Results Untreated CDI patients had a daily urinary Ca2+ excretion of 383 ± 47 mg/day and a urinary Ca:Cr ratio of 0.26 ± 0.38 mg/mg. The urine osmolarity significantly increased after the administration of dDAVP by 210% and the urinary flow decreased by 72%. Furthermore, the estimated glomerular filtration rate (eGFR) increased by 7%, which did not reach statistical significance. dDAVP treatment did not significantly modify the urinary Ca2+ concentration; however, the daily calcium excretion and the urinary Ca:Cr ratio were significantly decreased (160 ± 27 mg/day and 0.11 ± 0.02 mg/mg, respectively). Conclusions Patients with CDI show hypercalciuria even though urine is more diluted than normal controls, and dDAVP reverses this effect. These data support the intriguing relationship between AVP and osteoporosis in ageing and microgravity/bed rest.
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Affiliation(s)
- Pietro Anastasio
- Department of Translational Medical Sciences, University of Campania 'L.Vanvitelli', Naples, Italy
| | - Francesco Trepiccione
- Department of Translational Medical Sciences, University of Campania 'L.Vanvitelli', Naples, Italy.,BIOGEM, Ariano Irpino, Italy
| | | | - Giovambattista Capasso
- Department of Translational Medical Sciences, University of Campania 'L.Vanvitelli', Naples, Italy.,BIOGEM, Ariano Irpino, Italy
| | - Davide Viggiano
- Department of Translational Medical Sciences, University of Campania 'L.Vanvitelli', Naples, Italy.,BIOGEM, Ariano Irpino, Italy.,Department of Medicine and Health Sciences, University of Molise, Campobasso, Italy
| | - Giovanna Capolongo
- Department of Translational Medical Sciences, University of Campania 'L.Vanvitelli', Naples, Italy
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13
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Capolongo G, Zacchia M, Beneduci A, Costantini S, Cinque P, Spasiano A, De Luca G, Di Pietro ME, Ricchi P, Trepiccione F, Capasso G, Filosa A. Urinary Metabolic Profile of Patients with Transfusion-Dependent β-Thalassemia Major Undergoing Deferasirox Therapy. Kidney Blood Press Res 2020; 45:455-466. [PMID: 32434200 DOI: 10.1159/000507369] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Accepted: 03/19/2020] [Indexed: 01/19/2023] Open
Abstract
INTRODUCTION Renal dysfunction is a frequent complication in patients suffering from β-thalassemia major (β-TM). The aim of this study was to analyze the renal function and urine metabolomic profile of β-TM patients undergoing transfusions and deferasirox (DFX) therapy, in order to better characterize and shed light on the pathogenesis of renal disease in this setting. METHODS AND SUBJECTS 40 patients affected by β-TM treated with DFX and 35 age- and gender-matched healthy controls were enrolled in the study. Renal function was assessed. Glomerular filtration rate (GFR) was estimated with CKD-EPI and Schwartz formula for adults and children, respectively. Renal tubular function and maximal urine concentration ability were tested. Urine specimens were analyzed by nuclear magnetic resonance spectroscopy to identify the urinary metabolite profiles. RESULTS The study of renal function in β-TM patients revealed normal estimated (e)GFR mean values and the albumin-to-creatinine ratio was <30 mg/g. The analysis of tubular function showed normal basal plasma electrolyte levels; 60% of patients presented hypercalciuria and many subjects showed defective urine concentration. Several amino acids, N-methyl compounds, and organic acids were overexcreted in the urine of thalassemic patients compared with controls. DISCUSSION The major finding of this work is that β-TM patients and controls exhibit different concentrations of some metabolites in the urine. Early recognition of urinary abnormalities may be useful to detect and prevent kidney damage.
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Affiliation(s)
- Giovanna Capolongo
- Department of Translational Medical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Miriam Zacchia
- Department of Translational Medical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy,
| | - Amerigo Beneduci
- Department of Chemistry and Chemical Technologies, University of Calabria, Arcavacata di Rende (CS), Italy
| | | | - Patrizia Cinque
- Rare Blood Cell Disease Unit, "Cardarelli" Hospital, Naples, Italy
| | - Anna Spasiano
- Rare Blood Cell Disease Unit, "Cardarelli" Hospital, Naples, Italy
| | - Giuseppina De Luca
- Department of Chemistry and Chemical Technologies, University of Calabria, Arcavacata di Rende (CS), Italy
| | - Maria Enrica Di Pietro
- Department of Chemistry and Chemical Technologies, University of Calabria, Arcavacata di Rende (CS), Italy
| | - Paolo Ricchi
- Rare Blood Cell Disease Unit, "Cardarelli" Hospital, Naples, Italy
| | - Francesco Trepiccione
- Department of Translational Medical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.,Biogem Scarl, Ariano Irpino, Italy
| | - Giovambattista Capasso
- Department of Translational Medical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy.,Biogem Scarl, Ariano Irpino, Italy
| | - Aldo Filosa
- Rare Blood Cell Disease Unit, "Cardarelli" Hospital, Naples, Italy
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14
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Corbacho-Alonso N, Rodríguez-Sánchez E, Martin-Rojas T, Mouriño-Alvarez L, Sastre-Oliva T, Hernandez-Fernandez G, Padial LR, Ruilope LM, Ruiz-Hurtado G, Barderas MG. Proteomic investigations into hypertension: what's new and how might it affect clinical practice? Expert Rev Proteomics 2019; 16:583-591. [PMID: 31195841 DOI: 10.1080/14789450.2019.1632197] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Introduction: Hypertension is a multifactorial disease that has, thus far, proven to be a difficult target for pharmacological intervention. The application of proteomic strategies may help to identify new biomarkers for the early diagnosis and prompt treatment of hypertension, in order to control blood pressure and prevent organ damage. Areas covered: Advances in proteomics have led to the discovery of new biomarkers to help track the pathophysiological processes implicated in hypertension. These findings not only help to better understand the nature of the disease, but will also contribute to the clinical needs for a timely diagnosis and more precise treatment. In this review, we provide an overview of new biomarkers identified in hypertension through the application of proteomic techniques, and we also discuss the difficulties and challenges in identifying biomarkers in this clinical setting. We performed a literature search in PubMed with the key words 'hypertension' and 'proteomics', and focused specifically on the most recent literature on the utility of proteomics in hypertension research. Expert opinion: There have been several promising biomarkers of hypertension identified by proteomics, but too few have been introduced to the clinic. Thus, further investigations in larger cohorts are necessary to test the feasibility of this strategy for patients. Also, this emerging field would profit from more collaboration between clinicians and researchers.
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Affiliation(s)
- N Corbacho-Alonso
- a Department of Vascular Physiopathology , Hospital Nacional de Paraplejicos (HNP), SESCAM , Toledo , Spain
| | - E Rodríguez-Sánchez
- b Cardiorenal Translational Laboratory , Instituto de Investigación i+12, Hospital Universitario 12 de Octubre , Madrid , Spain
| | - T Martin-Rojas
- a Department of Vascular Physiopathology , Hospital Nacional de Paraplejicos (HNP), SESCAM , Toledo , Spain
| | - L Mouriño-Alvarez
- a Department of Vascular Physiopathology , Hospital Nacional de Paraplejicos (HNP), SESCAM , Toledo , Spain
| | - T Sastre-Oliva
- a Department of Vascular Physiopathology , Hospital Nacional de Paraplejicos (HNP), SESCAM , Toledo , Spain
| | - G Hernandez-Fernandez
- a Department of Vascular Physiopathology , Hospital Nacional de Paraplejicos (HNP), SESCAM , Toledo , Spain
| | - L R Padial
- c Department of Cardiology , Hospital Virgen de la Salud, SESCAM , Toledo , Spain
| | - L M Ruilope
- b Cardiorenal Translational Laboratory , Instituto de Investigación i+12, Hospital Universitario 12 de Octubre , Madrid , Spain.,d Department of Preventive Medicine and Public Health, School of Medicine , Universidad Autónoma de Madrid/IdiPAZ and CIBER in Epidemiology and Public Health (CIBERESP) , Madrid , Spain.,e School of Doctoral Studies and Research , Universidad Europea de Madrid , Madrid , Spain
| | - G Ruiz-Hurtado
- b Cardiorenal Translational Laboratory , Instituto de Investigación i+12, Hospital Universitario 12 de Octubre , Madrid , Spain
| | - M G Barderas
- a Department of Vascular Physiopathology , Hospital Nacional de Paraplejicos (HNP), SESCAM , Toledo , Spain
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15
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Shao C, Zhao M, Chen X, Sun H, Yang Y, Xiao X, Guo Z, Liu X, Lv Y, Chen X, Sun W, Wu D, Gao Y. Comprehensive Analysis of Individual Variation in the Urinary Proteome Revealed Significant Gender Differences. Mol Cell Proteomics 2019; 18:1110-1122. [PMID: 30894400 PMCID: PMC6553935 DOI: 10.1074/mcp.ra119.001343] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2019] [Revised: 03/15/2019] [Indexed: 12/15/2022] Open
Abstract
Disease biomarkers are the measurable changes associated with a pathophysiological process. Without homeostatic control, urine accumulates systematic changes in the body. Thus, urine is an attractive biological material for the discovery of disease biomarkers. One of the major bottlenecks in urinary biomarker discovery is that the concentration and composition of urinary proteins are influenced by many physiological factors. To elucidate the individual variation and related factors influencing the urinary proteome, we comprehensively analyzed the urine samples from healthy adult donors (aged 20-69 years). Co-expression network analysis revealed protein clusters representing the metabolic status, gender-related differences and age-related differences in urinary proteins. In particular, we demonstrated that gender is a crucial factor contributing to individual variation. Proteins that were increased in the male urine samples include prostate-secreted proteins and TIMP1, a protein whose abundance alters under various cancers and renal diseases; however, the proteins that were increased in the female urine samples have known functions in the immune system. Nine gender-related proteins were validated on 85 independent samples by multiple reaction monitoring. Five of these proteins were further used to build a model that could accurately distinguish male and female urine samples with an area under curve value of 0.94. Based on the above results, we strongly suggest that future biomarker investigations should consider gender as a crucial factor in experimental design and data analysis. Finally, reference intervals of each urinary protein were estimated, providing a baseline for the discovery of abnormalities.
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Affiliation(s)
- Chen Shao
- From the ‡Center for Bioinformatics, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, China
- §State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences(Beijing), Beijing Institute of Lifeomics, Beijing 102206, China
| | - Mindi Zhao
- ¶Department of Laboratory Medicine, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
- ‖Department of Pathophysiology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College
| | - Xizhao Chen
- **Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing, China
| | - Haidan Sun
- ‡‡Core Facility of Instrument, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College
| | - Yehong Yang
- ‡‡Core Facility of Instrument, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College
| | - Xiaoping Xiao
- ‡‡Core Facility of Instrument, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College
- §§Cytology Lab, Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Chinese Academy of Medical Science, Peking Union Medical College, Beijing, China
| | - Zhengguang Guo
- ‡‡Core Facility of Instrument, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College
| | - Xiaoyan Liu
- ‡‡Core Facility of Instrument, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College
| | - Yang Lv
- **Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing, China
| | - Xiangmei Chen
- **Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing, China
| | - Wei Sun
- ‡‡Core Facility of Instrument, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College;
| | - Di Wu
- **Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing, China;
| | - Youhe Gao
- ¶¶Department of Biochemistry and Molecular Biology, Beijing Normal University, Gene Engineering Drug and Biotechnology Beijing Key Laboratory, Beijing, China
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16
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Graham LA, Aman A, Campbell DD, Augley J, Graham D, McBride MW, Fraser NJ, Ferreri NR, Dominiczak AF, Padmanabhan S. Salt stress in the renal tubules is linked to TAL-specific expression of uromodulin and an upregulation of heat shock genes. Physiol Genomics 2018; 50:964-972. [PMID: 30216136 PMCID: PMC6293113 DOI: 10.1152/physiolgenomics.00057.2018] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 08/20/2018] [Accepted: 09/12/2018] [Indexed: 12/15/2022] Open
Abstract
Previously, our comprehensive cardiovascular characterization study validated Uromodulin as a blood pressure gene. Uromodulin is a glycoprotein exclusively synthesized at the thick ascending limb of the loop of Henle and is encoded by the Umod gene. Umod-/- mice have significantly lower blood pressure than Umod+/+ mice, are resistant to salt-induced changes in blood pressure, and show a leftward shift in pressure-natriuresis curves reflecting changes of sodium reabsorption. Salt stress triggers transcription factors and genes that alter renal sodium reabsorption. To date there are no studies on renal transcriptome responses to salt stress. Here we aimed use RNA-Seq to delineate salt stress pathways in tubules isolated from Umod+/+ mice (a model of sodium retention) and Umod-/- mice (a model of sodium depletion) ± 300 mosmol sodium chloride ( n = 3 per group). In response to salt stress, the tubules of Umod+/+ mice displayed an upregulation of heat shock transcripts. The greatest changes occurred in the expression of: Hspa1a (Log2 fold change 4.35, P = 2.48 e-12) and Hspa1b (Log2 fold change 4.05, P = 2.48 e-12). This response was absent in tubules of Umod-/- mice. Interestingly, seven of the genes discordantly expressed in the Umod-/- tubules were electrolyte transporters. Our results are the first to show that salt stress in renal tubules alters the transcriptome, increasing the expression of heat shock genes. This direction of effect in Umod+/+ tubules suggest the difference is due to the presence of Umod facilitating greater sodium entry into the tubule cell reflecting a specific response to salt stress.
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Affiliation(s)
- Lesley A Graham
- The British Heart Foundation Centre of Excellence, Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary, and Life Sciences, University of Glasgow , Glasgow , United Kingdom
| | - Alisha Aman
- The British Heart Foundation Centre of Excellence, Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary, and Life Sciences, University of Glasgow , Glasgow , United Kingdom
| | - Desmond D Campbell
- The British Heart Foundation Centre of Excellence, Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary, and Life Sciences, University of Glasgow , Glasgow , United Kingdom
| | - Julian Augley
- Wolfson Wohl Cancer Research Centre, Glasgow Polyomics, University of Glasgow, Bearsden, United Kingdom
| | - Delyth Graham
- The British Heart Foundation Centre of Excellence, Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary, and Life Sciences, University of Glasgow , Glasgow , United Kingdom
| | - Martin W McBride
- The British Heart Foundation Centre of Excellence, Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary, and Life Sciences, University of Glasgow , Glasgow , United Kingdom
| | - Niall J Fraser
- University of Dundee, Ninewells Hospital , Dundee , United Kingdom
| | - Nicholas R Ferreri
- Department of Pharmacology, New York Medical College, Valhalla, New York
| | - Anna F Dominiczak
- The British Heart Foundation Centre of Excellence, Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary, and Life Sciences, University of Glasgow , Glasgow , United Kingdom
| | - Sandosh Padmanabhan
- The British Heart Foundation Centre of Excellence, Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary, and Life Sciences, University of Glasgow , Glasgow , United Kingdom
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Abstract
PURPOSE OF REVIEW Evidence that artificial intelligence (AI) is useful for predicting risk factors for hypertension and its management is emerging. However, we are far from harnessing the innovative AI tools to predict these risk factors for hypertension and applying them to personalized management. This review summarizes recent advances in the computer science and medical field, illustrating the innovative AI approach for potential prediction of early stages of hypertension. Additionally, we review ongoing research and future implications of AI in hypertension management and clinical trials, with an eye towards personalized medicine. RECENT FINDINGS Although recent studies demonstrate that AI in hypertension research is feasible and possibly useful, AI-informed care has yet to transform blood pressure (BP) control. This is due, in part, to lack of data on AI's consistency, accuracy, and reliability in the BP sphere. However, many factors contribute to poorly controlled BP, including biological, environmental, and lifestyle issues. AI allows insight into extrapolating data analytics to inform prescribers and patients about specific factors that may impact their BP control. To date, AI has been mainly used to investigate risk factors for hypertension, but has not yet been utilized for hypertension management due to the limitations of study design and of physician's engagement in computer science literature. The future of AI with more robust architecture using multi-omics approaches and wearable technology will likely be an important tool allowing to incorporate biological, lifestyle, and environmental factors into decision-making of appropriate drug use for BP control.
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18
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Delles C, Carrick E, Graham D, Nicklin SA. Utilizing proteomics to understand and define hypertension: where are we and where do we go? Expert Rev Proteomics 2018; 15:581-592. [PMID: 29999442 PMCID: PMC6092739 DOI: 10.1080/14789450.2018.1493927] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 06/25/2018] [Indexed: 12/21/2022]
Abstract
INTRODUCTION Hypertension is a complex and multifactorial cardiovascular disorder. With different mechanisms contributing to a different extent to an individual's blood pressure, the discovery of novel pathogenetic principles of hypertension is challenging. However, there is an urgent and unmet clinical need to improve prevention, detection, and therapy of hypertension in order to reduce the global burden associated with hypertension-related cardiovascular diseases. Areas covered: Proteomic techniques have been applied in reductionist experimental models including angiotensin II infusion models in rodents and the spontaneously hypertensive rat in order to unravel mechanisms involved in blood pressure control and end organ damage. In humans proteomic studies mainly focus on prediction and detection of organ damage, particularly of heart failure and renal disease. While there are only few proteomic studies specifically addressing human primary hypertension, there are more data available in hypertensive disorders in pregnancy, such as preeclampsia. We will review these studies and discuss implications of proteomics on precision medicine approaches. Expert commentary: Despite the potential of proteomic studies in hypertension there has been moderate progress in this area of research. Standardized large-scale studies are required in order to make best use of the potential that proteomics offers in hypertension and other cardiovascular diseases.
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Affiliation(s)
- Christian Delles
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Emma Carrick
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Delyth Graham
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Stuart A. Nicklin
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
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19
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Affiliation(s)
- Donna K. Arnett
- From the College of Public Health, University of Kentucky, Lexington
| | - Steven A. Claas
- From the College of Public Health, University of Kentucky, Lexington
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20
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Lygirou V, Latosinska A, Makridakis M, Mullen W, Delles C, Schanstra JP, Zoidakis J, Pieske B, Mischak H, Vlahou A. Plasma proteomic analysis reveals altered protein abundances in cardiovascular disease. J Transl Med 2018; 16:104. [PMID: 29665821 PMCID: PMC5905170 DOI: 10.1186/s12967-018-1476-9] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Accepted: 04/06/2018] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Cardiovascular disease (CVD) describes the pathological conditions of the heart and blood vessels. Despite the large number of studies on CVD and its etiology, its key modulators remain largely unknown. To this end, we performed a comprehensive proteomic analysis of blood plasma, with the scope to identify disease-associated changes after placing them in the context of existing knowledge, and generate a well characterized dataset for further use in CVD multi-omics integrative analysis. METHODS LC-MS/MS was employed to analyze plasma from 32 subjects (19 cases of various CVD phenotypes and 13 controls) in two steps: discovery (13 cases and 8 controls) and test (6 cases and 5 controls) set analysis. Following label-free quantification, the detected proteins were correlated to existing plasma proteomics datasets (plasma proteome database; PPD) and functionally annotated (Cytoscape, Ingenuity Pathway Analysis). Differential expression was defined based on identification confidence (≥ 2 peptides per protein), statistical significance (Mann-Whitney p value ≤ 0.05) and a minimum of twofold change. RESULTS Peptides detected in at least 50% of samples per group were considered, resulting in a total of 3796 identified proteins (838 proteins based on ≥ 2 peptides). Pathway annotation confirmed the functional relevance of the findings (representation of complement cascade, fibrin clot formation, platelet degranulation, etc.). Correlation of the relative abundance of the proteins identified in the discovery set with their reported concentrations in the PPD was significant, confirming the validity of the quantification method. The discovery set analysis revealed 100 differentially expressed proteins between cases and controls, 39 of which were verified (≥ twofold change) in the test set. These included proteins already studied in the context of CVD (such as apolipoprotein B, alpha-2-macroglobulin), as well as novel findings (such as low density lipoprotein receptor related protein 2 [LRP2], protein SZT2) for which a mechanism of action is suggested. CONCLUSIONS This proteomic study provides a comprehensive dataset to be used for integrative and functional studies in the field. The observed protein changes reflect known CVD-related processes (e.g. lipid uptake, inflammation) but also novel hypotheses for further investigation including a potential pleiotropic role of LPR2 but also links of SZT2 to CVD.
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Affiliation(s)
- Vasiliki Lygirou
- Biomedical Research Foundation, Academy of Athens, 4 Soranou Ephessiou Street, 115 27, Athens, Greece
| | | | - Manousos Makridakis
- Biomedical Research Foundation, Academy of Athens, 4 Soranou Ephessiou Street, 115 27, Athens, Greece
| | - William Mullen
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, 126 University Place, Glasgow, G12 8TA, UK
| | - Christian Delles
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, 126 University Place, Glasgow, G12 8TA, UK
| | - Joost P Schanstra
- Institut National de la Santé et de la Recherche Médicale (INSERM), U1048, Institute of Cardiovascular and Metabolic Disease, Toulouse, France.,Université Toulouse III Paul-Sabatier, Toulouse, France
| | - Jerome Zoidakis
- Biomedical Research Foundation, Academy of Athens, 4 Soranou Ephessiou Street, 115 27, Athens, Greece
| | - Burkert Pieske
- Deutsches Herzzentrum Berlin, Augustenburger Pl. 1, 13353, Berlin, Germany
| | - Harald Mischak
- Mosaiques Diagnostics GmbH, Rotenburger Straße 20, 30659, Hannover, Germany
| | - Antonia Vlahou
- Biomedical Research Foundation, Academy of Athens, 4 Soranou Ephessiou Street, 115 27, Athens, Greece.
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21
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Gajjala PR, Jankowski V, Heinze G, Bilo G, Zanchetti A, Noels H, Liehn E, Perco P, Schulz A, Delles C, Kork F, Biessen E, Narkiewicz K, Kawecka-Jaszcz K, Floege J, Soranna D, Zidek W, Jankowski J. Proteomic-Biostatistic Integrated Approach for Finding the Underlying Molecular Determinants of Hypertension in Human Plasma. Hypertension 2017; 70:412-419. [PMID: 28652472 DOI: 10.1161/hypertensionaha.116.08906] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 01/03/2017] [Accepted: 05/07/2017] [Indexed: 01/08/2023]
Abstract
Despite advancements in lowering blood pressure, the best approach to lower it remains controversial because of the lack of information on the molecular basis of hypertension. We, therefore, performed plasma proteomics of plasma from patients with hypertension to identify molecular determinants detectable in these subjects but not in controls and vice versa. Plasma samples from hypertensive subjects (cases; n=118) and controls (n=85) from the InGenious HyperCare cohort were used for this study and performed mass spectrometric analysis. Using biostatistical methods, plasma peptides specific for hypertension were identified, and a model was developed using least absolute shrinkage and selection operator logistic regression. The underlying peptides were identified and sequenced off-line using matrix-assisted laser desorption ionization orbitrap mass spectrometry. By comparison of the molecular composition of the plasma samples, 27 molecular determinants were identified differently expressed in cases from controls. Seventy percent of the molecular determinants selected were found to occur less likely in hypertensive patients. In cross-validation, the overall R2 was 0.434, and the area under the curve was 0.891 with 95% confidence interval 0.8482 to 0.9349, P<0.0001. The mean values of the cross-validated proteomic score of normotensive and hypertensive patients were found to be -2.007±0.3568 and 3.383±0.2643, respectively, P<0.0001. The molecular determinants were successfully identified, and the proteomic model developed shows an excellent discriminatory ability between hypertensives and normotensives. The identified molecular determinants may be the starting point for further studies to clarify the molecular causes of hypertension.
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Affiliation(s)
- Prathibha R Gajjala
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Vera Jankowski
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Georg Heinze
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Grzegorz Bilo
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Alberto Zanchetti
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Heidi Noels
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Elisa Liehn
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Paul Perco
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Anna Schulz
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Christian Delles
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Felix Kork
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Erik Biessen
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Krzysztof Narkiewicz
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Kalina Kawecka-Jaszcz
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Juergen Floege
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Davide Soranna
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Walter Zidek
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.)
| | - Joachim Jankowski
- From the Universitätsklinikum RWTH Aachen, Institute for Molecular Cardiovascular Research, Germany (P.R.G., V.J., H.N., E.L., F.K., E.B., J.J.); Experimental Vascular Pathology, Cardiovascular Research Institute Maastricht, University of Maastricht, The Netherlands (P.R.G., E.B., J.J.); Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria (G.H.); Departments of Medicine and Surgery (G.B.) and Statistics and Quantitative Methods (D.S.), University of Milano-Bicocca, Italy; Department of Cardiovascular, Neural, and Metabolic Sciences, Istituto Auxologico Italiano, Milan, Italy (G.B.); Istituto Auxologico Italiano, IRCCS, Milan, Italy (A.Z., D.S.); Università degli Studi di Milano, Italy (A.Z.); Department of Internal Medicine IV, Medical University Innsbruck, Austria (P.P.); Charité-Universitätsmedizin Berlin (CBF), Germany (A.S., W.Z.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, UK (C.D.); Department of Hypertension and Diabetology, Medical University of Gdansk, Poland (K.N.); First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Krakow, Poland (K.K.-J.); and Internal Medicine II, Universitätsklinikum RWTH Aachen, Germany (J.F.).
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Rhodes DCJ. Human Tamm-Horsfall protein, a renal specific protein, serves as a cofactor in complement 3b degradation. PLoS One 2017; 12:e0181857. [PMID: 28742158 PMCID: PMC5524369 DOI: 10.1371/journal.pone.0181857] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2016] [Accepted: 07/07/2017] [Indexed: 11/18/2022] Open
Abstract
Tamm-Horsfall protein (THP) is an abundant urinary protein of renal origin. We hypothesize that THP can act as an inhibitor of complement since THP binds complement 1q (C1q) of the classical complement pathway, inhibits activation of this pathway, and is important in decreasing renal ischemia-reperfusion injury (a complement-mediated condition). In this study, we began to investigate whether THP interacted with the alternate complement pathway via complement factor H (CFH). THP was shown to bind CFH using ligand blots and in an ELISA (KD of 1 × 10−6 M). Next, the ability of THP to alter CFH’s normal action as it functioned as a cofactor in complement factor I (CFI)–mediated complement 3b (C3b) degradation was investigated. Unexpectedly, control experiments in these in vitro assays suggested that THP, without added CFH, could act as a cofactor in CFI-mediated C3b degradation. This cofactor activity was present equally in THP isolated from 10 different individuals. While an ELISA demonstrated small amounts of CFH contaminating THP samples, these CFH amounts were insufficient to explain the degree of cofactor activity present in THP. An ELISA demonstrated that THP directly bound C3b (KD ~ 5 × 10−8m), a prerequisite for a protein acting as a C3b degradation cofactor. The cofactor activity of THP likely resides in the protein portion of THP since partially deglycosylated THP still retained cofactor activity. In conclusion, THP appears to participate directly in complement inactivation by its ability to act as a cofactor for C3b degradation, thus adding support to the hypothesis that THP might act as an endogenous urinary tract inhibitor of complement.
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Affiliation(s)
- Diana C. J. Rhodes
- Department of Anatomy, Pacific Northwest University of Health Sciences, Yakima, Washington, United States of America
- * E-mail:
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Graham LA, Dominiczak AF, Ferreri NR. Role of renal transporters and novel regulatory interactions in the TAL that control blood pressure. Physiol Genomics 2017; 49:261-276. [PMID: 28389525 PMCID: PMC5451551 DOI: 10.1152/physiolgenomics.00017.2017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 03/27/2017] [Accepted: 04/05/2017] [Indexed: 12/31/2022] Open
Abstract
Hypertension (HTN), a major public health issue is currently the leading factor in the global burden of disease, where associated complications account for 9.4 million deaths worldwide every year. Excessive dietary salt intake is among the environmental factors that contribute to HTN, known as salt sensitivity. The heterogeneity of salt sensitivity and the multiple mechanisms that link high salt intake to increases in blood pressure are of upmost importance for therapeutic application. A continual increase in the kidney's reabsorption of sodium (Na+) relies on sequential actions at various segments along the nephron. When the distal segments of the nephron fail to regulate Na+, the effects on Na+ homeostasis are unfavorable. We propose that the specific nephron region where increased active uptake occurs as a result of variations in Na+ reabsorption is at the thick ascending limb of the loop of Henle (TAL). The purpose of this review is to urge the consideration of the TAL as contributing to the pathophysiology of salt-sensitive HTN. Further research in this area will enable development of a therapeutic application for targeted treatment.
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Affiliation(s)
- Lesley A Graham
- BHF Glasgow Cardiovascular Research Centre, University of Glasgow Cardiovascular and Medical Sciences, Glasgow, United Kingdom; and
| | - Anna F Dominiczak
- BHF Glasgow Cardiovascular Research Centre, University of Glasgow Cardiovascular and Medical Sciences, Glasgow, United Kingdom; and
| | - Nicholas R Ferreri
- Department of Pharmacology, New York Medical College, Valhalla, New York
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Impact and influence of “omics” technology on hyper tension studies. Int J Cardiol 2017; 228:1022-1034. [DOI: 10.1016/j.ijcard.2016.11.179] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 11/06/2016] [Indexed: 12/14/2022]
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Currie G, Delles C. The Future of "Omics" in Hypertension. Can J Cardiol 2016; 33:601-610. [PMID: 28161100 PMCID: PMC5417769 DOI: 10.1016/j.cjca.2016.11.023] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 11/29/2016] [Accepted: 11/30/2016] [Indexed: 12/17/2022] Open
Abstract
Despite decades of research and clinical practice, the pathogenesis of hypertension remains incompletely understood, and blood pressure is often suboptimally controlled. “Omics” technologies allow the description of a large number of molecular features and have the potential to identify new factors that contribute to blood pressure regulation and how they interact. In this review, we focus on the potential of genomics, transcriptomics, proteomics, and metabolomics and explore their roles in unraveling the pathophysiology and diagnosis of hypertension, the prediction of organ damage and treatment response, and monitoring treatment effect. Substantial progress has been made in the area of genomics, in which genome-wide association studies have identified > 50 blood pressure–related, single-nucleotide polymorphisms, and sequencing studies (especially in secondary forms of hypertension) have discovered novel regulatory pathways. In contrast, other omics technologies, despite their ability to provide detailed insights into the physiological state of an organism, have only more recently demonstrated their impact on hypertension research and clinical practice. The majority of current proteomic studies focus on organ damage resulting from hypertension and may have the potential to help us understand the link between blood pressure and organ failure but also serve as biomarkers for early detection of cerebrovascular or coronary disease. Examples include signatures for early detection of left ventricular dysfunction or albuminuria. Metabolomic studies have the potential to integrate environmental and intrinsic factors and are particularly suited to monitor the response to treatment. We discuss examples of omics studies in hypertension and explore the challenges related to these novel technologies.
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Affiliation(s)
- Gemma Currie
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland, United Kingdom
| | - Christian Delles
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland, United Kingdom.
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Tomato Juice Consumption Modifies the Urinary Peptide Profile in Sprague-Dawley Rats with Induced Hepatic Steatosis. Int J Mol Sci 2016; 17:ijms17111789. [PMID: 27792191 PMCID: PMC5133790 DOI: 10.3390/ijms17111789] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2016] [Revised: 09/29/2016] [Accepted: 10/11/2016] [Indexed: 02/06/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the most common liver disorder in Western countries, with a high prevalence, and has been shown to increase the risk of type 2 diabetes, cardiovascular disease (CVD), etc. Tomato products contain several natural antioxidants, including lycopene—which has displayed a preventive effect on the development of steatosis and CVD. Accordingly, the aim of the present work was to evaluate the effect of tomato juice consumption on the urinary peptide profile in rats with NAFLD induced by an atherogenic diet and to identify potential peptide biomarkers for diagnosis. Urine samples, collected weekly for four weeks, were analyzed by capillary electrophoresis (CE) coupled to a mass spectrometer (MS). A partial least squares-discriminant analysis (PLS-DA) was carried out to explore the association between differential peptides and treatments. Among the 888 peptides initially identified, a total of 55 were obtained as potential biomarkers. Rats with steatosis after tomato juice intake showed a profile intermediate between that of healthy rats and that of rats with induced hepatic steatosis. Accordingly, tomato products could be considered as a dietary strategy for the impairment of NAFLD, although further research should be carried out to develop a specific biomarkers panel for NAFLD.
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Matafora V, Cuccurullo M, Beneduci A, Petrazzuolo O, Simeone A, Anastasio P, Mignani R, Feriozzi S, Pisani A, Comotti C, Bachi A, Capasso G. Early markers of Fabry disease revealed by proteomics. MOLECULAR BIOSYSTEMS 2016; 11:1543-51. [PMID: 25666440 DOI: 10.1039/c4mb00707g] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Fabry disease (FD) is an X-linked lysosomal storage disorder caused by a deficiency of the lysosomal hydrolase α-galactosidase A (α-GalA) that leads to the intra-lysosomal accumulation of globotriaosylceramide (Gb3) in various organ systems. As a consequence, a multisystems disorder develops, culminating in stroke, progressive renal and cardiac dysfunction. Enzyme replacement therapy (ERT) offers a specific treatment for patients affected by FD, though the monitoring of treatment is hindered by a lack of surrogate markers of response. Remarkably, due to the high heterogeneity of the Fabry phenotype, both diagnostic testing and treatment decisions are more challenging in females than in males; thus, reliable biomarkers for Fabry disease are needed, particularly for female patients. Here, we use a proteomic approach for the identification of disease-associated markers that can be used for the early diagnosis of FD as well as for monitoring the effectiveness of ERT. Our data show that the urinary proteome of Fabry naïve patients is different from that of normal subjects. In addition, biological pathways mainly affected by FD are related to immune response, inflammation, and energetic metabolism. In particular, the up-regulation of uromodulin, prostaglandin H2 d-isomerase and prosaposin in the urine of FD patients was demonstrated; these proteins might be involved in kidney damage at the tubular level, inflammation and immune response. Furthermore, comparing the expression of these proteins in Fabry patients before and after ERT treatment, a decrease of their concentration was observed, thus demonstrating the correlation between the identified markers and the effectiveness of the pharmacological treatment.
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Affiliation(s)
- V Matafora
- Department of Cardiovascular Medicine, Second University of Naples, Naples, Italy
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Gonzalez-Calero L, Martin-Lorenzo M, de la Cuesta F, Maroto AS, Baldan-Martin M, Ruiz-Hurtado G, Pulido-Olmo H, Segura J, Barderas MG, Ruilope LM, Vivanco F, Alvarez-Llamas G. Urinary alpha-1 antitrypsin and CD59 glycoprotein predict albuminuria development in hypertensive patients under chronic renin-angiotensin system suppression. Cardiovasc Diabetol 2016; 15:8. [PMID: 26772976 PMCID: PMC4715311 DOI: 10.1186/s12933-016-0331-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Accepted: 01/08/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Hypertension is a multi-factorial disease of increasing prevalence and a major risk factor for cardiovascular mortality even in the presence of adequate treatment. Progression of cardiovascular disease (CVD) occurs frequently during chronic renin-angiotensin-system (RAS) suppression, and albuminuria is a marker of CV risk. High prevalence of albuminuria in treated hypertensive patients has been demonstrated, but there are no available markers able to predict evolution. The aim of this study was the identification of novel indicators of albuminuria progression measurable in urine of diabetic and non-diabetic patients. METHODS 1143 hypertensive patients under chronic treatment were followed for a minimum period of 3 years. Among them, 105 diabetic and non-diabetic patients were selected and classified in three groups according to albuminuria development during follow-up: (a) patients with persistent normoalbuminuria; (b) patients developing de novo albuminuria; (c) patients with maintained albuminuria. Differential urine analysis was performed by 2D gel electrophoresis (2D-DIGE) and further confirmed by liquid chromatography-mass spectrometry. Non-parametric statistical tests were applied. RESULTS CD59 glycoprotein and alpha-1 antitrypsin (AAT) resulted already altered in patients developing albuminuria de novo, with a similar response in those with maintained albuminuria. A prospective study in a sub-group of normoalbuminuric patients who were clinically followed up for at least 1 year from urine sampling, revealed CD59 and AAT proteins significantly varied in the urine collected from normoalbuminurics who will negatively progress, serving as predictors of future albuminuria development. CONCLUSIONS CD59 and AAT proteins are significantly altered in hypertensive patients developing albuminuria. Interestingly, CD59 and AAT are able to predict, in normoalbuminuric individuals, who will develop albuminuria in the future, being potential predictors of vascular damage and CV risk. These findings contribute to early identify patients at risk of developing albuminuria even when this classical predictor is still in the normal range, constituting a novel strategy towards a prompt and more efficient therapeutic intervention with better outcome.
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Affiliation(s)
- Laura Gonzalez-Calero
- Departamento de Inmunologia, Laboratorio de Inmunoalergia y Proteomica, IIS-Fundacion Jimenez Diaz, UAM, REDinREN, Avda Reyes Catolicos 2, 28040, Madrid, Spain.
| | - Marta Martin-Lorenzo
- Departamento de Inmunologia, Laboratorio de Inmunoalergia y Proteomica, IIS-Fundacion Jimenez Diaz, UAM, REDinREN, Avda Reyes Catolicos 2, 28040, Madrid, Spain.
| | - Fernando de la Cuesta
- Laboratorio de Fisiopatologia Vascular, Hospital Nacional de Paraplejicos SESCAM, Toledo, Spain.
| | - Aroa S Maroto
- Departamento de Inmunologia, Laboratorio de Inmunoalergia y Proteomica, IIS-Fundacion Jimenez Diaz, UAM, REDinREN, Avda Reyes Catolicos 2, 28040, Madrid, Spain.
| | - Montserrat Baldan-Martin
- Laboratorio de Fisiopatologia Vascular, Hospital Nacional de Paraplejicos SESCAM, Toledo, Spain.
| | - Gema Ruiz-Hurtado
- Unidad de Hipertension, Instituto de Investigacion i + 12, Hospital Universitario 12 de Octubre, Avenida de Córdoba s/n, 28041, Madrid, Spain.
- Instituto Pluridisciplinar, Universidad Complutense de Madrid, Madrid, Spain.
| | - Helena Pulido-Olmo
- Unidad de Hipertension, Instituto de Investigacion i + 12, Hospital Universitario 12 de Octubre, Avenida de Córdoba s/n, 28041, Madrid, Spain.
| | - Julian Segura
- Unidad de Hipertension, Instituto de Investigacion i + 12, Hospital Universitario 12 de Octubre, Avenida de Córdoba s/n, 28041, Madrid, Spain.
| | - Maria G Barderas
- Laboratorio de Fisiopatologia Vascular, Hospital Nacional de Paraplejicos SESCAM, Toledo, Spain.
| | - Luis M Ruilope
- Unidad de Hipertension, Instituto de Investigacion i + 12, Hospital Universitario 12 de Octubre, Avenida de Córdoba s/n, 28041, Madrid, Spain.
| | - Fernando Vivanco
- Departamento de Inmunologia, Laboratorio de Inmunoalergia y Proteomica, IIS-Fundacion Jimenez Diaz, UAM, REDinREN, Avda Reyes Catolicos 2, 28040, Madrid, Spain.
- Departamento de Bioquimica y Biologia Molecular I, Universidad Complutense de Madrid, Madrid, Spain.
| | - Gloria Alvarez-Llamas
- Departamento de Inmunologia, Laboratorio de Inmunoalergia y Proteomica, IIS-Fundacion Jimenez Diaz, UAM, REDinREN, Avda Reyes Catolicos 2, 28040, Madrid, Spain.
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