1
|
Carland C, Zhao L, Salman O, Cohen JB, Zamani P, Xiao Q, Dongre A, Wang Z, Ebert C, Greenawalt D, van Empel V, Richards AM, Doughty RN, Rietzschel E, Javaheri A, Wang Y, Schafer PH, Hersey S, Carayannopoulos LN, Seiffert D, Chang CP, Gordon DA, Ramirez-Valle F, Mann DL, Cappola TP, Chirinos JA. Urinary Proteomics and Outcomes in Heart Failure With Preserved Ejection Fraction. J Am Heart Assoc 2024; 13:e033410. [PMID: 38639358 DOI: 10.1161/jaha.123.033410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Accepted: 03/01/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND Although several studies have addressed plasma proteomics in heart failure with preserved ejection fraction, limited data are available on the prognostic value of urinary proteomics. The objective of our study was to identify urinary proteins/peptides associated with death and heart failure admission in patients with heart failure with preserved ejection fraction. METHODS AND RESULTS The study population included participants enrolled in TOPCAT (Treatment of Preserved Cardiac Function Heart Failure With an Aldosterone Antagonist Trial). The relationship between urine protein levels and the risk of death or heart failure admission was assessed using Cox regression, in both nonadjusted analyses and adjusting for urine creatinine levels, and the MAGGIC (Meta-Analysis Global Group in Chronic Heart Failure) score. A total of 426 (12.4%) TOPCAT participants had urinary protein data and were included. There were 40 urinary proteins/peptides significantly associated with death or heart failure admission in nonadjusted analyses, 21 of which were also significant adjusted analyses. Top proteins in the adjusted analysis included ANGPTL2 (angiopoietin-like protein 2) (hazard ratio [HR], 0.5731 [95% CI, 0.47-0.7]; P=3.13E-05), AMY2A (α amylase 2A) (HR, 0.5496 [95% CI, 0.44-0.69]; P=0.0001), and DNASE1 (deoxyribonuclease-1) (HR, 0.5704 [95% CI, 0.46-0.71]; P=0.0002). Higher urinary levels of proteins involved in fibrosis (collagen VI α-1, collagen XV α-1), metabolism (pancreatic α-amylase 2A/B, mannosidase α class 1A member 1), and inflammation (heat shock protein family D member 1, inducible T cell costimulatory ligand) were associated with a lower risk of death or heart failure admission. CONCLUSIONS Our study identifies several novel associations between urinary proteins/peptides and outcomes in heart failure with preserved ejection fraction. Many of these associations are independent of clinical risk scores and may aid in risk stratification in this patient population.
Collapse
Affiliation(s)
- Corinne Carland
- Hospital of the University of Pennsylvania Philadelphia PA USA
- University of Pennsylvania Perelman School of Medicine Philadelphia PA USA
| | - Lei Zhao
- Bristol-Myers Squibb Company Lawrenceville NJ USA
| | - Oday Salman
- University of Pennsylvania Perelman School of Medicine Philadelphia PA USA
| | - Jordana B Cohen
- Hospital of the University of Pennsylvania Philadelphia PA USA
- University of Pennsylvania Perelman School of Medicine Philadelphia PA USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine University of Pennsylvania Philadelphia PA USA
| | - Payman Zamani
- Hospital of the University of Pennsylvania Philadelphia PA USA
- University of Pennsylvania Perelman School of Medicine Philadelphia PA USA
| | - Qing Xiao
- Bristol-Myers Squibb Company Lawrenceville NJ USA
| | - Ashok Dongre
- Bristol-Myers Squibb Company Lawrenceville NJ USA
| | | | | | | | - Vanessa van Empel
- Department of Cardiology Maastricht University Medical Center Maastricht The Netherlands
| | - A Mark Richards
- Cardiovascular Research Institute, National University of Singapore Singapore
- Christchurch Heart Institute, University of Otago Christchurch New Zealand
| | - Robert N Doughty
- Christchurch Heart Institute, University of Otago Christchurch New Zealand
| | - Ernst Rietzschel
- Department of Cardiovascular Diseases Ghent University Hospital and Ghent University Ghent Belgium
| | - Ali Javaheri
- Washington University School of Medicine St. Louis MO USA
| | - Yixin Wang
- Bristol-Myers Squibb Company Lawrenceville NJ USA
| | | | - Sarah Hersey
- Bristol-Myers Squibb Company Lawrenceville NJ USA
| | | | | | | | | | | | - Douglas L Mann
- Washington University School of Medicine St. Louis MO USA
| | - Thomas P Cappola
- Hospital of the University of Pennsylvania Philadelphia PA USA
- University of Pennsylvania Perelman School of Medicine Philadelphia PA USA
| | - Julio A Chirinos
- Hospital of the University of Pennsylvania Philadelphia PA USA
- University of Pennsylvania Perelman School of Medicine Philadelphia PA USA
| |
Collapse
|
2
|
Dib MJ, Zagkos L, Meena D, Burgess S, Chirinos JA, Gill D. LDL-c Lowering, Ischemic Stroke, and Small Vessel Disease Brain Imaging Biomarkers: A Mendelian Randomization Study. Stroke 2024. [PMID: 38572634 DOI: 10.1161/strokeaha.123.045297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 03/13/2024] [Indexed: 04/05/2024]
Abstract
BACKGROUND The effects of lipid-lowering drug targets on different ischemic stroke subtypes are not fully understood. We aimed to explore the mechanisms by which lipid-lowering drug targets differentially affect the risk of ischemic stroke subtypes and their underlying pathophysiology. METHODS Using a 2-sample Mendelian randomization approach, we assessed the effects of genetically proxied low-density lipoprotein cholesterol (LDL-c) and 3 clinically approved LDL-lowering drugs (HMGCR [3-hydroxy-3-methylglutaryl-CoA reductase], PCSK9 [proprotein convertase subtilisin/kexin type 9], and NPC1L1 [Niemann-Pick C1-Like 1]) on stroke subtypes and brain imaging biomarkers associated with small vessel stroke (SVS), including white matter hyperintensity volume and perivascular spaces. RESULTS In genome-wide Mendelian randomization analyses, lower genetically predicted LDL-c was significantly associated with a reduced risk of any stroke, ischemic stroke, and large artery stroke, supporting previous findings. Significant associations between genetically predicted LDL-c and cardioembolic stroke, SVS, and biomarkers, perivascular space and white matter hyperintensity volume, were not identified in this study. In drug-target Mendelian randomization analysis, genetically proxied reduced LDL-c through NPC1L1 inhibition was associated with lower odds of perivascular space (odds ratio per 1-mg/dL decrease, 0.79 [95% CI, 0.67-0.93]) and with lower odds of SVS (odds ratio, 0.29 [95% CI, 0.10-0.85]). CONCLUSIONS This study provides supporting evidence of a potentially protective effect of LDL-c lowering through NPC1L1 inhibition on perivascular space and SVS risk, highlighting novel therapeutic targets for SVS.
Collapse
Affiliation(s)
- Marie-Joe Dib
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia (M.-J.D., J.A.C.)
| | - Loukas Zagkos
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, United Kingdom (L.Z., D.M., D.G.)
| | - Devendra Meena
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, United Kingdom (L.Z., D.M., D.G.)
| | - Stephen Burgess
- MRC Integrative Epidemiology Unit, Department of Population Health Sciences, University of Bristol, United Kingdom (S.B.)
| | - Julio A Chirinos
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia (M.-J.D., J.A.C.)
| | - Dipender Gill
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, United Kingdom (L.Z., D.M., D.G.)
| |
Collapse
|
3
|
Dib M, Levin MG, Zhao L, Diab A, Wang Z, Ebert C, Salman O, Azzo JD, Gan S, Zamani P, Cohen JB, Gill D, Burgess S, Zagkos L, van Empel V, Richards AM, Doughty R, Rietzschel ER, Kammerhoff K, Kvikstad E, Maranville J, Schafer P, Seiffert DA, Ramirez‐Valle F, Gordon DA, Chang C, Javaheri A, Mann DL, Cappola TP, Chirinos JA. Proteomic Associations of Adverse Outcomes in Human Heart Failure. J Am Heart Assoc 2024; 13:e031154. [PMID: 38420755 PMCID: PMC10944037 DOI: 10.1161/jaha.123.031154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 01/16/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND Identifying novel molecular drivers of disease progression in heart failure (HF) is a high-priority goal that may provide new therapeutic targets to improve patient outcomes. The authors investigated the relationship between plasma proteins and adverse outcomes in HF and their putative causal role using Mendelian randomization. METHODS AND RESULTS The authors measured 4776 plasma proteins among 1964 participants with HF with a reduced left ventricular ejection fraction enrolled in PHFS (Penn Heart Failure Study). Assessed were the observational relationship between plasma proteins and (1) all-cause death or (2) death or HF-related hospital admission (DHFA). The authors replicated nominally significant associations in the Washington University HF registry (N=1080). Proteins significantly associated with outcomes were the subject of 2-sample Mendelian randomization and colocalization analyses. After correction for multiple testing, 243 and 126 proteins were found to be significantly associated with death and DHFA, respectively. These included small ubiquitin-like modifier 2 (standardized hazard ratio [sHR], 1.56; P<0.0001), growth differentiation factor-15 (sHR, 1.68; P<0.0001) for death, A disintegrin and metalloproteinase with thrombospondin motifs-like protein (sHR, 1.40; P<0.0001), and pulmonary-associated surfactant protein C (sHR, 1.24; P<0.0001) for DHFA. In pathway analyses, top canonical pathways associated with death and DHFA included fibrotic, inflammatory, and coagulation pathways. Genomic analyses provided evidence of nominally significant associations between levels of 6 genetically predicted proteins with DHFA and 11 genetically predicted proteins with death. CONCLUSIONS This study implicates multiple novel proteins in HF and provides preliminary evidence of associations between genetically predicted plasma levels of 17 candidate proteins and the risk for adverse outcomes in human HF.
Collapse
Affiliation(s)
- Marie‐Joe Dib
- Division of Cardiovascular MedicineHospital of the University of PennsylvaniaPhiladelphiaPAUSA
- University of Pennsylvania Perelman School of MedicinePhiladelphiaPAUSA
| | - Michael G. Levin
- Division of Cardiovascular MedicineHospital of the University of PennsylvaniaPhiladelphiaPAUSA
- University of Pennsylvania Perelman School of MedicinePhiladelphiaPAUSA
| | - Lei Zhao
- Bristol‐Myers Squibb CompanyLawrencevilleNJUSA
| | - Ahmed Diab
- Washington University School of MedicineSt. LouisMOUSA
| | | | | | - Oday Salman
- University of Pennsylvania Perelman School of MedicinePhiladelphiaPAUSA
| | - Joe David Azzo
- University of Pennsylvania Perelman School of MedicinePhiladelphiaPAUSA
| | - Sushrima Gan
- Division of Cardiovascular MedicineHospital of the University of PennsylvaniaPhiladelphiaPAUSA
- University of Pennsylvania Perelman School of MedicinePhiladelphiaPAUSA
| | - Payman Zamani
- Division of Cardiovascular MedicineHospital of the University of PennsylvaniaPhiladelphiaPAUSA
- University of Pennsylvania Perelman School of MedicinePhiladelphiaPAUSA
| | - Jordana B. Cohen
- University of Pennsylvania Perelman School of MedicinePhiladelphiaPAUSA
- Renal‐Electrolyte and Hypertension Division, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Dipender Gill
- Department of Epidemiology and Biostatistics, School of Public HealthImperial College LondonLondonUnited Kingdom
| | - Stephen Burgess
- MRC Integrative Epidemiology UnitUniversity of BristolUnited Kingdom
- Department of Public Health and Primary CareUniversity of CambridgeUnited Kingdom
| | - Loukas Zagkos
- Department of Epidemiology and Biostatistics, School of Public HealthImperial College LondonLondonUnited Kingdom
| | - Vanessa van Empel
- Department of CardiologyMaastricht University Medical CenterMaastrichtThe Netherlands
| | - A. Mark Richards
- Department of CardiologyMaastricht University Medical CenterMaastrichtThe Netherlands
- Cardiovascular Research InstituteNational University of SingaporeSingapore
| | - Rob Doughty
- Christchurch Heart InstituteUniversity of OtagoChristchurchNew Zealand
| | | | | | | | | | | | | | | | | | | | - Ali Javaheri
- Washington University School of MedicineSt. LouisMOUSA
- John J. Cochran Veterans HospitalSt. LouisMOUSA
| | | | - Thomas P. Cappola
- Division of Cardiovascular MedicineHospital of the University of PennsylvaniaPhiladelphiaPAUSA
- University of Pennsylvania Perelman School of MedicinePhiladelphiaPAUSA
| | - Julio A. Chirinos
- Division of Cardiovascular MedicineHospital of the University of PennsylvaniaPhiladelphiaPAUSA
- University of Pennsylvania Perelman School of MedicinePhiladelphiaPAUSA
| |
Collapse
|
4
|
Beussink-Nelson L, Freed BH, Chirinos JA, Brubaker PH, Kitzman DW, Yeboah J, Rosas SE, Hu M, Lima JAC, Pandit J, Bertoni AG, Shah SJ. Multi-Ethnic Study of Atherosclerosis Early Heart Failure Study: Rationale, Design, and Baseline Characteristics. Circ Heart Fail 2024; 17:e010289. [PMID: 38456289 PMCID: PMC11073782 DOI: 10.1161/circheartfailure.122.010289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 12/20/2023] [Indexed: 03/09/2024]
Abstract
BACKGROUND Current prevalence estimates of heart failure (HF) are primarily based on self-report or HF hospitalizations. There is an unmet need to define the prevalence and pathogenesis of early symptomatic HF, which may be undiagnosed and precedes HF hospitalization. METHODS The MESA (Multi-Ethnic Study of Atherosclerosis) Early HF study was conducted during MESA exam 6 to determine the prevalence of early HF and investigate the transition from risk factors to early HF in a diverse population-based cohort of older adults. Between 2016 and 2018, 3285 MESA participants from 6 field centers underwent comprehensive speckle-tracking echocardiography with passive leg raise maneuver, Kansas City Cardiomyopathy Questionnaire, 6-minute walk test, arterial stiffness assessment, and proteomics (including NT-proBNP [N-terminal pro-B-type natriuretic peptide]). RESULTS Median age was 73 (25th-75th percentile 67-81) years, 53.2% were female, 25.6% were Black, 12.8% were Chinese, and 40.0% were White. The prevalence of HF risk factors was high: hypertension, 61.9%; former or current smoking, 53.7%; obesity 34.8%; diabetes; 24.7%; and chronic kidney disease; 22%. Overt cardiovascular disease, which ranged from 2.1% (HF) to 13.6% (atrial fibrillation), was less common. Of the 3285 participants, 96% underwent proteomics, 94% Kansas City Cardiomyopathy Questionnaire, 93% speckle-tracking echocardiography with passive leg raise, 82% arterial stiffness exam, and 77% 6-minute walk test. Feasibility of resting speckle-tracking echocardiography (87%-99% across cardiac chambers) and passive leg raise Doppler/speckle-tracking echocardiography (>84%) measurements was high. A total of 120 unique echocardiographic indices were measured. CONCLUSIONS The MESA Early HF study is a key resource for cardiovascular researchers who are interested in improving the epidemiological and phenotypic characterization of early HF. REGISTRATION URL: https://www.clinicaltrials.gov; Unique identifier: NCT00005487.
Collapse
Affiliation(s)
- Lauren Beussink-Nelson
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (L.B.-N., B.H.F., M.H., J.P., S.J.S.)
| | - Benjamin H Freed
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (L.B.-N., B.H.F., M.H., J.P., S.J.S.)
| | - Julio A Chirinos
- Division of Cardiology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Hospital of the University of Pennsylvania and Perelman Center for Advanced Medicine, Philadelphia (J.A.C.)
| | - Peter H Brubaker
- Wake Forest School of Medicine (P.H.B., D.W.K., J.Y., A.G.B.), Harvard Medical School, Boston, MA
| | - Dalane W Kitzman
- Wake Forest School of Medicine (P.H.B., D.W.K., J.Y., A.G.B.), Harvard Medical School, Boston, MA
| | - Joseph Yeboah
- Wake Forest School of Medicine (P.H.B., D.W.K., J.Y., A.G.B.), Harvard Medical School, Boston, MA
| | - Sylvia E Rosas
- Kidney and Hypertension Unit, Joslin Diabetes Center (S.E.R.), Harvard Medical School, Boston, MA
| | - Mo Hu
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (L.B.-N., B.H.F., M.H., J.P., S.J.S.)
| | - João A C Lima
- Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, MD (J.A.C.L.)
| | - Jay Pandit
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (L.B.-N., B.H.F., M.H., J.P., S.J.S.)
| | - Alain G Bertoni
- Wake Forest School of Medicine (P.H.B., D.W.K., J.Y., A.G.B.), Harvard Medical School, Boston, MA
| | - Sanjiv J Shah
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (L.B.-N., B.H.F., M.H., J.P., S.J.S.)
| |
Collapse
|
5
|
Azzo JD, Dib MJ, Zagkos L, Zhao L, Wang Z, Chang CP, Ebert C, Salman O, Gan S, Zamani P, Cohen JB, van Empel V, Richards AM, Javaheri A, Mann DL, Rietzschel E, Schafer P, Seiffert DA, Gill D, Burgess S, Ramirez-Valle F, Gordon DA, Cappola TP, Chirinos JA. Proteomic Associations of NT-proBNP (N-Terminal Pro-B-Type Natriuretic Peptide) in Heart Failure With Preserved Ejection Fraction. Circ Heart Fail 2024; 17:e011146. [PMID: 38299345 PMCID: PMC7615693 DOI: 10.1161/circheartfailure.123.011146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 11/20/2023] [Indexed: 02/02/2024]
Abstract
BACKGROUND NT-proBNP (N-terminal pro-B-type natriuretic peptide) levels are variably elevated in heart failure with preserved ejection fraction (HFpEF), even in the presence of increased left ventricular filling pressures. NT-proBNP levels are prognostic in HFpEF and have been used as an inclusion criterion for several recent randomized clinical trials. However, the underlying biologic differences between HFpEF participants with high and low NT-proBNP levels remain to be fully understood. METHODS We measured 4928 proteins using an aptamer-based proteomic assay (SOMAScan) in available plasma samples from 2 cohorts: (1) Participants with HFpEF enrolled in the PHFS (Penn Heart Failure Study; n=253); (2) TOPCAT (Treatment of Preserved Cardiac Function Heart Failure With an Aldosterone Antagonist Trial) participants in the Americas (n=218). We assessed the relationship between SOMAScan-derived plasma NT-proBNP and levels of other proteins available in the SOMAScan assay version 4 using robust linear regression, with correction for multiple comparisons, followed by pathway analysis. RESULTS NT-proBNP levels exhibited prominent proteome-wide associations in PHFS and TOPCAT cohorts. Proteins most strongly associated with NT-proBNP in both cohorts included SVEP1 (sushi, von Willebrand factor type-A, epidermal growth factor, and pentraxin domain containing 1; βTOPCAT=0.539; P<0.0001; βPHFS=0.516; P<0.0001) and ANGPT2 (angiopoietin 2; βTOPCAT=0.571; P<0.0001; βPHFS=0.459; P<0.0001). Canonical pathway analysis demonstrated consistent associations with multiple pathways related to fibrosis and inflammation. These included hepatic fibrosis and inhibition of matrix metalloproteases. Analyses using cut points corresponding to estimated quantitative concentrations of 360 pg/mL (and 480 pg/mL in atrial fibrillation) revealed similar proteomic associations. CONCLUSIONS Circulating NT-proBNP levels exhibit prominent proteomic associations in HFpEF. Our findings suggest that higher NT-proBNP levels in HFpEF are a marker of fibrosis and inflammation. These findings will aid the interpretation of NT-proBNP levels in HFpEF and may guide the selection of participants in future HFpEF clinical trials.
Collapse
Affiliation(s)
- Joe David Azzo
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Marie-Joe Dib
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia PA
| | - Loukas Zagkos
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK
| | - Lei Zhao
- Bristol-Myers Squibb Company, Lawrenceville, NJ
| | | | | | | | - Oday Salman
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Sushrima Gan
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia PA
| | - Payman Zamani
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia PA
| | - Jordana B. Cohen
- Bristol-Myers Squibb Company, Lawrenceville, NJ
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia PA
| | - Vanessa van Empel
- Department of Cardiology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - A. Mark Richards
- Cardiovascular Research Institute, National University of Singapore, Singapore
- Christchurch Heart Institute, University of Otago, Christchurch, New Zealand
| | - Ali Javaheri
- Washington University School of Medicine, St. Louis, MO
- John J. Cochran Veterans Hospital, St. Louis, MO
| | | | - Ernst Rietzschel
- Department of Cardiovascular Diseases, Ghent University Hospital, Ghent, Belgium
| | | | | | - Dipender Gill
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, UK
| | - Stephen Burgess
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | | | | | - Thomas P. Cappola
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia PA
| | - Julio A. Chirinos
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia PA
| |
Collapse
|
6
|
Spronck B, Terentes-Printzios D, Avolio AP, Boutouyrie P, Guala A, Jerončić A, Laurent S, Barbosa EC, Baulmann J, Chen CH, Chirinos JA, Daskalopoulou SS, Hughes AD, Mahmud A, Mayer CC, Park JB, Pierce GL, Schutte AE, Urbina EM, Wilkinson IB, Segers P, Sharman JE, Tan I, Vlachopoulos C, Weber T, Bianchini E, Bruno RM. 2024 Recommendations for Validation of Noninvasive Arterial Pulse Wave Velocity Measurement Devices. Hypertension 2024; 81:183-192. [PMID: 37975229 PMCID: PMC10734786 DOI: 10.1161/hypertensionaha.123.21618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 10/18/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND Arterial stiffness, as measured by arterial pulse wave velocity (PWV), is an established biomarker for cardiovascular risk and target-organ damage in individuals with hypertension. With the emergence of new devices for assessing PWV, it has become evident that some of these devices yield results that display significant discrepancies compared with previous devices. This discrepancy underscores the importance of comprehensive validation procedures and the need for international recommendations. METHODS A stepwise approach utilizing the modified Delphi technique, with the involvement of key scientific societies dedicated to arterial stiffness research worldwide, was adopted to formulate, through a multidisciplinary vision, a shared approach to the validation of noninvasive arterial PWV measurement devices. RESULTS A set of recommendations has been developed, which aim to provide guidance to clinicians, researchers, and device manufacturers regarding the validation of new PWV measurement devices. The intention behind these recommendations is to ensure that the validation process can be conducted in a rigorous and consistent manner and to promote standardization and harmonization among PWV devices, thereby facilitating their widespread adoption in clinical practice. CONCLUSIONS It is hoped that these recommendations will encourage both users and developers of PWV measurement devices to critically evaluate and validate their technologies, ultimately leading to improved consistency and comparability of results. This, in turn, will enhance the clinical utility of PWV as a valuable tool for assessing arterial stiffness and informing cardiovascular risk stratification and management in individuals with hypertension.
Collapse
Affiliation(s)
- Bart Spronck
- Department of Biomedical Engineering, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Netherlands (B.S.)
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia (B.S., A.P.A., I.T.)
| | - Dimitrios Terentes-Printzios
- 1st Cardiology Department, Hippokration Hospital, National and Kapodistrian University of Athens, Greece (D.T.-P., C.V.)
| | - Alberto P. Avolio
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia (B.S., A.P.A., I.T.)
| | - Pierre Boutouyrie
- Université Paris Cité, Inserm, Paris Cardiovascular Research Center (PARCC), France (P.B., S.L., R.M.B.)
- Service de Pharmacologie et Hypertension, Assistance Publique–Hôpitaux de Paris (AP–HP), Hôpital Européen Georges Pompidou, Paris, France (P.B., S.L., R.M.B.)
| | - Andrea Guala
- Vall d’Hebron Institut de Recerca, Barcelona, Spain (A.G.)
- Centro de Investigación en Red en Enfermedades Cardiovasculares (CIBER-CV), Instituto de Salud Carlos III, Madrid, Spain (A.G.)
| | - Ana Jerončić
- Laboratory of Vascular Aging and Cardiovascular Prevention, Department of Research in Biomedicine and Health, University of Split School of Medicine, Croatia (A.J.)
| | - Stéphane Laurent
- Université Paris Cité, Inserm, Paris Cardiovascular Research Center (PARCC), France (P.B., S.L., R.M.B.)
- Service de Pharmacologie et Hypertension, Assistance Publique–Hôpitaux de Paris (AP–HP), Hôpital Européen Georges Pompidou, Paris, France (P.B., S.L., R.M.B.)
| | | | - Johannes Baulmann
- Praxis Dres. Gille/Baulmann, Rheinbach, Germany (J.B.)
- Division of Cardiology, Medical University of Graz, Austria (J.B.)
| | - Chen-Huan Chen
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan (C.-H.C.)
| | - Julio A. Chirinos
- Cardiovascular Division, University of Pennsylvania Perelman School of Medicine and Hospital of the University of Pennsylvania, Philadelphia, PA (J.A.C.)
| | - Stella S. Daskalopoulou
- Department of Medicine, Research Institute McGill University Health Centre, McGill University, Montreal, QC, Canada (S.S.D.)
| | - Alun D. Hughes
- Department of Population Science and Experimental Medicine, Institute of Cardiovascular Science, University College London, United Kingdom (A.D.H.)
| | - Azra Mahmud
- Department of Internal Medicine, Pharmacology, and Clinical Research, Shalamar Medical and Dental College, Lahore, Pakistan (A.M.)
| | - Christopher C. Mayer
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Medical Signal Analysis, Vienna (C.C.M.)
| | - Jeong Bae Park
- JB Lab and Clinic, Department of Precision Medicine and Biostatistics, Wonju College of Medicine, Yonsei University, Seoul, Republic of Korea (J.B.P.)
| | - Gary L. Pierce
- Department of Health and Human Physiology, University of Iowa, IA (G.L.P.)
| | - Aletta E. Schutte
- School of Population Health, University of New South Wales, Sydney, Australia (A.E.S.)
- The George Institute for Global Health, Sydney, NSW, Australia (A.E.S., I.T.)
| | - Elaine M. Urbina
- Cincinnati Children’s Hospital Medical Center, OH (E.M.U.)
- University of Cincinnati, OH (E.M.U.)
| | - Ian B. Wilkinson
- Experimental Medicine and Therapeutics, University of Cambridge, United Kingdom (I.B.W.)
| | | | - James E. Sharman
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia (J.E.S.)
| | - Isabella Tan
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia (B.S., A.P.A., I.T.)
- The George Institute for Global Health, Sydney, NSW, Australia (A.E.S., I.T.)
| | - Charalambos Vlachopoulos
- 1st Cardiology Department, Hippokration Hospital, National and Kapodistrian University of Athens, Greece (D.T.-P., C.V.)
| | - Thomas Weber
- Cardiology Department, Klinikum Wels-Grieskirchen, Austria (T.W.)
| | - Elisabetta Bianchini
- Institute of Clinical Physiology, Italian National Research Council, Pisa (E.B.)
| | - Rosa Maria Bruno
- Université Paris Cité, Inserm, Paris Cardiovascular Research Center (PARCC), France (P.B., S.L., R.M.B.)
- Service de Pharmacologie et Hypertension, Assistance Publique–Hôpitaux de Paris (AP–HP), Hôpital Européen Georges Pompidou, Paris, France (P.B., S.L., R.M.B.)
| |
Collapse
|
7
|
Armstrong MK, Chirinos JA, Kapuku GK, Pierce GL. Aortic pressure-only wave separation analysis in adolescents: accuracy and associations with left ventricular mass index. J Hum Hypertens 2023; 37:1119-1125. [PMID: 36151308 DOI: 10.1038/s41371-022-00757-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 08/23/2022] [Accepted: 09/12/2022] [Indexed: 11/09/2022]
Abstract
Early-life exposure to high blood pressure (BP) is associated with cardiovascular target organ damage but not all BP-related risk is attributable to systolic and diastolic BP alone. In adolescence, aortic wave separation (WS) parameters are associated with increased left ventricular mass index (LVMI) but this approach is limited by the requirement for aortic flow measurements. Several methods for estimating the aortic flow waveform from pressure waveforms have emerged, but their accuracy and associations with LVMI have never been tested in adolescents, which was the aim of our study. Carotid pressure waveforms were acquired by tonometry from 58 adolescents (age 16 ± 1.5 years, 59% female). Measured (aortic) flow and LVMI were acquired via 2D echocardiography. Three pressure-only approximations of aortic flow were synthesized, including triangular, excess, and individualized-physiologic flow. A 4th aortic flow (average flow) was approximated from the average of all 58 measured flow waveforms. Forward (Pf) and backward (Pb) pressure and reflection magnitude (Rm) were derived from WS analysis. The individualized-physiologic flow produced the best approximations of Pf (mean difference ± SD, -0.15 ± 2.38 mmHg), Pb (0.14 ± 0.25 mmHg), and Rm (0.01 ± 0.02 mmHg). Pf derived using measured, individualized-physiologic, and average flow, was similarly associated with LVMI adjusting for age, brachial systolic BP, cardiac output, and BMI (P ≤ 0.03 all). Pb derived using all flow waveforms was associated with LVMI and all associations yielded similar effect estimates. Of the estimated flow waveforms, individualized-physiologic flow yielded the best approximation of WS parameters and may provide important physiological and clinical insight among adolescents.
Collapse
Affiliation(s)
- Matthew K Armstrong
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA, USA
| | - Julio A Chirinos
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania and Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Gaston K Kapuku
- Departments of Pediatrics and Medicine, Georgia Prevention Institute, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Gary L Pierce
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA, USA.
- Department of Internal Medicine, University of Iowa, Iowa City, IA, USA.
| |
Collapse
|
8
|
Gan S, Zhao L, Salman O, Wang Z, Ebert C, Azzo JD, Dib MJ, Zamani P, Cohen JB, Kammerhoff K, Schafer P, Seiffert DA, Ramirez-Valle F, Gordon DA, Cvijic ME, Gunawardhana K, Liu L, Chang CP, Cappola TP, Chirinos JA. Proteomic Correlates of the Urinary Protein/Creatinine Ratio in Heart Failure With Preserved Ejection Fraction. Am J Cardiol 2023; 206:312-319. [PMID: 37734292 PMCID: PMC10874232 DOI: 10.1016/j.amjcard.2023.08.146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 08/21/2023] [Accepted: 08/21/2023] [Indexed: 09/23/2023]
Abstract
Proteinuria is common in heart failure with preserved ejection fraction (HFpEF), but its biologic correlates are poorly understood. We assessed the relation between 49 plasma proteins and the urinary protein/creatinine ratio (UPCR) in 365 participants in the Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist Trial. Linear regression and network analysis were used to represent relations between protein biomarkers and UPCR. Higher UPCR was associated with older age, a greater proportion of female gender, smaller prevalence of previous myocardial infarction, and greater prevalence of diabetes, insulin use, smoking, and statin use, in addition to a lower estimated glomerular filtration rate, hematocrit, and diastolic blood pressure. Growth differentiation factor 15 (GDF-15; β = 0.15, p <0.0001), followed by N-terminal proatrial natriuretic peptide (NT-proANP; β = 0.774, p <0.0001), adiponectin (β = 0.0005, p <0.0001), fibroblast growth factor 23 (FGF-23, β = 0.177; p <0.0001), and soluble tumor necrosis factor receptors I (β = 0.002, p <0.0001) and II (β = 0.093, p <0.0001) revealed the strongest associations with UPCR. Network analysis showed that UPCR is linked to various proteins primarily through FGF-23, which, along with GDF-15, indicated node characteristics with strong connectivity, whereas UPCR did not. In a model that included FGF-23 and UPCR, the former was predictive of the risk of death or heart-failure hospital admission (standardized hazard ratio 1.83, 95% confidence interval 1.49 to 2.26, p <0.0001) and/or all-cause death (standardized hazard ratio 1.59, 95% confidence interval 1.22 to 2.07, p = 0.0005), whereas UPCR was not prognostic. Proteinuria in HFpEF exhibits distinct proteomic correlates, primarily through its association with FGF-23, a well-known prognostic marker in HFpEF. However, in contrast to FGF-23, UPCR does not hold independent prognostic value.
Collapse
Affiliation(s)
- Sushrima Gan
- Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Division of Cardiovascular Medicine, Hospital of The University of Pennsylvania, Philadelphia, Pennsylvania
| | - Lei Zhao
- Bristol-Myers Squibb Company, Lawrenceville, New Jersey
| | - Oday Salman
- Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Division of Cardiovascular Medicine, Hospital of The University of Pennsylvania, Philadelphia, Pennsylvania
| | - Zhaoqing Wang
- Bristol-Myers Squibb Company, Lawrenceville, New Jersey
| | | | - Joe David Azzo
- Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Division of Cardiovascular Medicine, Hospital of The University of Pennsylvania, Philadelphia, Pennsylvania
| | - Marie Joe Dib
- Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Division of Cardiovascular Medicine, Hospital of The University of Pennsylvania, Philadelphia, Pennsylvania
| | - Payman Zamani
- Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Division of Cardiovascular Medicine, Hospital of The University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jordana B Cohen
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Biostatistics, Epidemiology, and Informatics
| | | | - Peter Schafer
- Bristol-Myers Squibb Company, Lawrenceville, New Jersey
| | | | | | | | | | | | - Laura Liu
- Bristol-Myers Squibb Company, Lawrenceville, New Jersey
| | | | - Thomas P Cappola
- Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Division of Cardiovascular Medicine, Hospital of The University of Pennsylvania, Philadelphia, Pennsylvania
| | - Julio A Chirinos
- Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Division of Cardiovascular Medicine, Hospital of The University of Pennsylvania, Philadelphia, Pennsylvania.
| |
Collapse
|
9
|
Hotek JC, Detwiler TJ, Chirinos JA, Regan CP. A generalized canine transfer function accurately reconstructs central aortic pressure waveforms to enable enhanced pulse wave analysis. J Pharmacol Toxicol Methods 2023; 124:107476. [PMID: 37931824 DOI: 10.1016/j.vascn.2023.107476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 09/20/2023] [Accepted: 11/02/2023] [Indexed: 11/08/2023]
Abstract
Routine preclinical blood pressure evaluation is an important risk assessment tool. Although proximal aortic pressure is most relevant for key target organs, abdominal aortic pressures are more commonly recorded. Pulse pressure amplification and waveform distortion in abdominal waveforms make it inappropriate for central hemodynamic analytical methods without the use of a mathematical transfer function. Clinical transfer functions have been developed to estimate ascending aortic waveforms from brachial or radial artery waveforms in humans, but no preclinical analogues exist. The aim of this study was to develop a canine-specific transfer function to reconstruct thoracic aortic pressure waveforms from abdominal aortic data to enable the application of central hemodynamic analytical methods. Simultaneous abdominal and thoracic blood pressures were recorded from seven conscious, male beagle dogs administered 3 well-characterized pharmacologic standards and animals were appointed to a training (n = 3) or validation (n = 4) group at baseline and during dosing. A generalized transfer function was developed from the training group data and evaluated for its ability to synthesize thoracic pressure waves in the training and validation groups. Select hemodynamic parameters were evaluated in measured and synthesized thoracic data. There was a high degree of correlation between measured and synthesized thoracic parameters (r2 = 0.74-0.99). There was no difference between indices computed from synthesized or actual thoracic waveforms at baseline or after administration of pharmacologic standards. This work demonstrates that a generalized preclinical transfer function can reproduce thoracic pressure waves across a range of hemodynamic responses thus enabling the application of central hemodynamic analytical methods.
Collapse
Affiliation(s)
- Julia C Hotek
- Safety & Exploratory Pharmacology (SEP), Merck & Co., Inc., Rahway, NJ, USA.
| | | | - Julio A Chirinos
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | |
Collapse
|
10
|
Hu X, Logan JG, Kwon Y, Lima JAC, Jacobs DR, Duprez D, Brumback L, Taylor KD, Durda P, Johnson WC, Cornell E, Guo X, Liu Y, Tracy RP, Blackwell TW, Papanicolaou G, Mitchell GF, Rich SS, Rotter JI, Van Den Berg DJ, Chirinos JA, Hughes TM, Garrett-Bakelman FE, Manichaikul A. Multi-ancestry epigenome-wide analyses identify methylated sites associated with aortic augmentation index in TOPMed MESA. Sci Rep 2023; 13:17680. [PMID: 37848499 PMCID: PMC10582077 DOI: 10.1038/s41598-023-44806-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 10/12/2023] [Indexed: 10/19/2023] Open
Abstract
Despite the prognostic value of arterial stiffness (AS) and pulsatile hemodynamics (PH) for cardiovascular morbidity and mortality, epigenetic modifications that contribute to AS/PH remain unknown. To gain a better understanding of the link between epigenetics (DNA methylation) and AS/PH, we examined the relationship of eight measures of AS/PH with CpG sites and co-methylated regions using multi-ancestry participants from Trans-Omics for Precision Medicine (TOPMed) Multi-Ethnic Study of Atherosclerosis (MESA) with sample sizes ranging from 438 to 874. Epigenome-wide association analysis identified one genome-wide significant CpG (cg20711926-CYP1B1) associated with aortic augmentation index (AIx). Follow-up analyses, including gene set enrichment analysis, expression quantitative trait methylation analysis, and functional enrichment analysis on differentially methylated positions and regions, further prioritized three CpGs and their annotated genes (cg23800023-ETS1, cg08426368-TGFB3, and cg17350632-HLA-DPB1) for AIx. Among these, ETS1 and TGFB3 have been previously prioritized as candidate genes. Furthermore, both ETS1 and HLA-DPB1 have significant tissue correlations between Whole Blood and Aorta in GTEx, which suggests ETS1 and HLA-DPB1 could be potential biomarkers in understanding pathophysiology of AS/PH. Overall, our findings support the possible role of epigenetic regulation via DNA methylation of specific genes associated with AIx as well as identifying potential targets for regulation of AS/PH.
Collapse
Affiliation(s)
- Xiaowei Hu
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, 22908, USA
| | - Jeongok G Logan
- School of Nursing, University of Virginia, Charlottesville, VA, USA
| | - Younghoon Kwon
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Joao A C Lima
- Department of Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - David R Jacobs
- Division of Epidemiology, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Daniel Duprez
- Cardiovascular Division, University of Minnesota, Minneapolis, MN, USA
| | - Lyndia Brumback
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Kent D Taylor
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Peter Durda
- Laboratory for Clinical Biochemistry Research, University of Vermont, Burlington, VT, USA
| | - W Craig Johnson
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Elaine Cornell
- Laboratory for Clinical Biochemistry Research, University of Vermont, Burlington, VT, USA
| | - Xiuqing Guo
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Yongmei Liu
- Division of Cardiology, Department of Medicine, Duke University, Durham, NC, USA
| | - Russell P Tracy
- Laboratory for Clinical Biochemistry Research, University of Vermont, Burlington, VT, USA
| | - Thomas W Blackwell
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - George Papanicolaou
- Epidemiology Branch, National Heart, Lung and Blood Institute, Bethesda, MD, USA
| | | | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, 22908, USA
| | - Jerome I Rotter
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - David J Van Den Berg
- Department of Preventive Medicine and Center for Genetic Epidemiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Julio A Chirinos
- Division of Cardiovascular Medicine, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Timothy M Hughes
- Department of Internal Medicine - Section of Gerontology and Geriatric Medicine, and Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Francine E Garrett-Bakelman
- Department of Biochemistry and Molecular Genetics, Department of Medicine, University of Virginia, 1340 Jefferson Park Ave., Pinn hall 6054, Charlottesville, VA, 22908, USA.
| | - Ani Manichaikul
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, 22908, USA.
| |
Collapse
|
11
|
Armstrong MK, Nuckols VR, Gimblet CJ, Holwerda SW, DuBose LE, Luehrs RE, Lane AD, Chirinos JA, Voss MW, Pierce GL. Relation of forward and backward traveling pressure waves with subclinical carotid artery wall remodeling and central pulse pressure. J Appl Physiol (1985) 2023; 135:943-949. [PMID: 37650141 PMCID: PMC10642512 DOI: 10.1152/japplphysiol.00286.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 07/27/2023] [Accepted: 08/26/2023] [Indexed: 09/01/2023] Open
Abstract
Central pulse pressure (PP) is the sum of forward and backward traveling pressure waves that have been associated with cardiovascular disease (CVD) risk. However, previous studies have reported differential findings regarding the importance of the forward versus the backward wave for CVD risk. Therefore, we sought to determine the degree to which the forward and backward pressure waves are associated with subclinical carotid artery wall remodeling and central PP in healthy adults. Using applanation tonometry, carotid pressure waveforms were acquired in 308 healthy individuals (aged 45 ± 17 years, range 19-80 years, 61% women), from which the time integral of the forward (PfTI) and backward (PbTI) pressure waves were derived via pressure-only wave separation analysis. Common carotid artery intima-media thickness (cIMT), a biomarker of subclinical CVD risk, was derived via B-mode ultrasonography measured ∼2 cm from the carotid bulb. Both PfTI (r = 0.31, P < 0.001) and PbTI (r = 0.40, P < 0.001) were correlated with cIMT. However, further analysis revealed that PbTI mediated the relation between PfTI and cIMT (proportion mediated = 156%, P < 0.001). The association between PbTI and cIMT remained after adjusting for age, sex, body mass index, blood glucose, low-density lipoprotein cholesterol, heart rate, brachial systolic pressure, and aortic stiffness (B = 0.02, 95% confidence interval = 0.01, 2.77, P < 0.001). Both PfTI (r = -0.58, P < 0.001) and PbTI (r = -0.50, P < 0.001) were correlated with central PP, however, PfTI fully mediated the association between PbTI and central PP (proportion mediated = 124%, P < 0.001). Although PfTI is correlated with higher central PP, it is PbTI that is directly associated with carotid artery wall remodeling.NEW & NOTEWORTHY The present study contributes to the growing body of evidence highlighting the physiological and clinical insight provided by the pulsatile hemodynamic components of central artery pulse pressure. The notable findings of this study are: 1) The reflected (backward) pressure wave is associated with carotid intima-media thickness independent of traditional cardiovascular risk factors, including systolic blood pressure and aortic stiffness. 2) The incident (forward) pressure wave, and not the reflected pressure wave, is associated with greater central pulse pressure.
Collapse
Affiliation(s)
- Matthew K Armstrong
- Department of Health and Human Physiology, University of Iowa, Iowa City, Iowa, United States
| | - Virginia R Nuckols
- Department of Health and Human Physiology, University of Iowa, Iowa City, Iowa, United States
| | - Colin J Gimblet
- Department of Health and Human Physiology, University of Iowa, Iowa City, Iowa, United States
| | - Seth W Holwerda
- Department of Anesthesiology, University of Kansas Medical Center, Kansas City, Kansas, United States
| | - Lyndsey E DuBose
- Department of Medicine, Division of Geriatric Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States
| | - Rachel E Luehrs
- Department of Kinesiology, North Central College, Naperville, Illinois, United States
| | - Abbi D Lane
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, United States
| | - Julio A Chirinos
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania and Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, United States
| | - Michelle W Voss
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, Iowa, United States
| | - Gary L Pierce
- Department of Health and Human Physiology, University of Iowa, Iowa City, Iowa, United States
- Department of Internal Medicine, University of Iowa, Iowa City, Iowa, United States
| |
Collapse
|
12
|
Chirinos JA. Left Ventricular Mass, Sex and Body Size: Rectifying the Methods. Hypertension 2023; 80:2043-2045. [PMID: 37729637 PMCID: PMC10516506 DOI: 10.1161/hypertensionaha.123.21778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Affiliation(s)
- Julio A. Chirinos
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Hospital of the University of Pennsylvania and Perelman Center for Advanced Medicine, Philadelphia, PA, USA
| |
Collapse
|
13
|
Stock JM, Shenouda N, Chouramanis NV, Patik JC, Martens CR, Farquhar WB, Chirinos JA, Edwards DG. Effect of acute handgrip and aerobic exercise on wasted pressure effort and arterial wave reflections in healthy aging. Am J Physiol Heart Circ Physiol 2023; 325:H617-H628. [PMID: 37477688 PMCID: PMC10642996 DOI: 10.1152/ajpheart.00133.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 07/19/2023] [Accepted: 07/20/2023] [Indexed: 07/22/2023]
Abstract
Aging increases arterial stiffness and wave reflections that augment left ventricular wasted pressure effort (WPE). A single bout of exercise may be effective at acutely reducing WPE via reductions in arterial wave reflections. In young adults (YA) acute aerobic exercise decreases, whereas handgrip increases, wave reflections. Whether acute exercise mitigates or exacerbates WPE and arterial wave reflection in healthy aging warrants further examination. The purpose of this study was to determine if there are age-related differences in WPE and wave reflection during acute handgrip and aerobic exercise. When compared with baseline, WPE increased substantially in older adults (OA) during handgrip (5,219 ± 2,396 vs. 7,019 ± 2,888 mmHg·ms, P < 0.001). When compared with baseline, there was a robust reduction in WPE in OA during moderate-intensity aerobic exercise (5,428 ± 2,084 vs. 3,290 ± 1,537 mmHg·ms, P < 0.001), despite absolute WPE remaining higher in OA compared with YA during moderate-intensity aerobic exercise (OA 3,290 ± 1,537 vs. YA 1,188 ± 962 mmHg·ms, P < 0.001). There was no change in wave reflection timing indexed to ejection duration in OA during handgrip (40 ± 6 vs. 38 ± 4%, P = 0.41) or moderate-intensity aerobic exercise (40 ± 5 vs. 42 ± 8%, P = 0.99). Conversely, there was an earlier return of wave reflection in YA during handgrip (60 ± 11 vs. 52 ± 6%, P < 0.001) and moderate-intensity aerobic exercise (59 ± 7 vs. 51 ± 9%, P < 0.001). Changes in stroke volume were not different between groups during handgrip (P = 0.08) or aerobic exercise (P = 0.47). The greater increase in WPE during handgrip and decrease in WPE during aerobic exercise suggest that aortic hemodynamic responses to acute exercise are exaggerated with healthy aging without affecting stroke volume.NEW & NOTEWORTHY We demonstrated that acute aerobic exercise attenuated, whereas handgrip augmented, left ventricular hemodynamic load from wave reflections more in healthy older (OA) compared with young adults (YA) without altering stroke volume. These findings suggest an exaggerated aortic hemodynamic response to acute exercise perturbations with aging. They also highlight the importance of considering exercise modality when examining aortic hemodynamic responses to acute exercise in older adults.
Collapse
Affiliation(s)
- Joseph M Stock
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware, United States
| | - Ninette Shenouda
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware, United States
| | - Nicholas V Chouramanis
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware, United States
| | - Jordan C Patik
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware, United States
| | - Christopher R Martens
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware, United States
| | - William B Farquhar
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware, United States
| | - Julio A Chirinos
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States
| | - David G Edwards
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware, United States
| |
Collapse
|
14
|
Hotek JC, Chirinos JA, Detwiler TJ, Regan HK, Regan CP. Development and characterization of canine-specific computational models to predict pulsatile arterial hemodynamics and ventricular-arterial coupling. Physiol Rep 2023; 11:e15731. [PMID: 37269177 DOI: 10.14814/phy2.15731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/12/2023] [Accepted: 05/12/2023] [Indexed: 06/04/2023] Open
Abstract
Pulsatile hemodynamics analyses provide important information about the ventricular-arterial system which cannot be inferred by standard blood pressure measurements. Pulse wave analysis (PWA), wave separation analysis (WSA), and wave power analysis (WPA) characterize arterial hemodynamics with limited preclinical applications. Integrating these tools into preclinical testing may enhance understanding of disease or therapeutic effects on cardiovascular function. We used a canine rapid ventricular pacing (RVP) heart failure model to: (1) Characterize hemodynamics in response to RVP and (2) assess analyses from flow waveforms synthesized from pressure compared to those derived from measured flow. Female canines (n = 7) were instrumented with thoracic aortic pressure transducers, ventricular pacing leads, and an ascending aortic flow probe. Data were collected at baseline, 1 week, and 1 month after RVP onset. RVP progressively reduced stroke volume (SV), the PWA SV estimator, and WSA and WPA pulsatility and wave reflection indices. Indices derived from synthesized flow exhibited similar directional changes and high concordance with measured flow calculations. Our data demonstrate the value of analytical hemodynamic methods to gain deeper insight into cardiovascular function in preclinical models. These approaches can provide complementary value to standard endpoints in evaluating potential effects of pharmaceutical agents intended for human use.
Collapse
Affiliation(s)
- Julia C Hotek
- Preclinical Development (PCD), Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Julio A Chirinos
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Theodore J Detwiler
- Preclinical Development (PCD), Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Hillary K Regan
- Preclinical Development (PCD), Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Christopher P Regan
- Preclinical Development (PCD), Merck & Co., Inc., West Point, Pennsylvania, USA
| |
Collapse
|
15
|
Milne KM, Cowan J, Schaeffer MR, Voduc N, Corrales-Medina V, Lavoie KL, Chirinos JA, Puyat JH, Abdallah SJ, Guenette JA. Exercise responses and mental health symptoms in COVID-19 survivors with dyspnoea. ERJ Open Res 2023; 9:00606-2022. [PMID: 37337509 PMCID: PMC10258874 DOI: 10.1183/23120541.00606-2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 04/25/2023] [Indexed: 06/21/2023] Open
Abstract
Objectives Dyspnoea is a common persistent symptom post-coronavirus disease 2019 (COVID-19) illness. However, the mechanisms underlying dyspnoea in the post-COVID-19 syndrome remain unclear. The aim of our study was to examine dyspnoea quality and intensity, burden of mental health symptoms, and differences in exercise responses in people with and without persistent dyspnoea following COVID-19. Methods 49 participants with mild-to-critical COVID-19 were included in this cross-sectional study 4 months after acute illness. Between-group comparisons were made in those with and without persistent dyspnoea (defined as modified Medical Research Council dyspnoea score ≥1). Participants completed standardised dyspnoea and mental health symptom questionnaires, pulmonary function tests, and incremental cardiopulmonary exercise testing. Results Exertional dyspnoea intensity and unpleasantness were increased in the dyspnoea group. The dyspnoea group described dyspnoea qualities of suffocating and tightness at peak exercise (p<0.05). Ventilatory equivalent for carbon dioxide (V'E/V'CO2) nadir was higher (32±5 versus 28±3, p<0.001) and anaerobic threshold was lower (41±12 versus 49±11% predicted maximum oxygen uptake, p=0.04) in the dyspnoea group, indicating ventilatory inefficiency and deconditioning in this group. The dyspnoea group experienced greater symptoms of anxiety, depression and post-traumatic stress (all p<0.05). A subset of participants demonstrated gas-exchange and breathing pattern abnormalities suggestive of dysfunctional breathing. Conclusions People with persistent dyspnoea following COVID-19 experience a specific dyspnoea quality phenotype. Dyspnoea post-COVID-19 is related to abnormal pulmonary gas exchange and deconditioning and is linked to increased symptoms of anxiety, depression and post-traumatic stress.
Collapse
Affiliation(s)
- Kathryn M. Milne
- Centre for Heart Lung Innovation, The University of British Columbia and Providence Research, St Paul's Hospital, Vancouver, BC, Canada
- Division of Respiratory Medicine, The University of British Columbia, Vancouver, BC, Canada
| | - Juthaporn Cowan
- Department of Medicine, University of Ottawa, Ottawa, ON, Canada
- Clinical Epidemiology Program, The Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON, Canada
| | - Michele R. Schaeffer
- Centre for Heart Lung Innovation, The University of British Columbia and Providence Research, St Paul's Hospital, Vancouver, BC, Canada
- Department of Physical Therapy, The University of British Columbia, Vancouver, BC, Canada
| | - Nha Voduc
- Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | | | - Kim L. Lavoie
- Montréal Behavioural Medicine Centre, CIUSSS du Nord-de-l’Île-de-Montréal, Montréal, QC, Canada
- Department of Psychology, University of Québec at Montréal, Montréal, QC, Canada
| | - Julio A. Chirinos
- Division of Cardiovascular Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Joseph H. Puyat
- Centre for Health Evaluation and Outcome Sciences, Providence Research, St Paul's Hospital, Vancouver, BC, Canada
| | - Sara J. Abdallah
- Clinical Epidemiology Program, The Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Jordan A. Guenette
- Centre for Heart Lung Innovation, The University of British Columbia and Providence Research, St Paul's Hospital, Vancouver, BC, Canada
- Division of Respiratory Medicine, The University of British Columbia, Vancouver, BC, Canada
- Department of Physical Therapy, The University of British Columbia, Vancouver, BC, Canada
| |
Collapse
|
16
|
Chirinos JA. Exercise Training in Heart Failure With Preserved Ejection Fraction. JACC: Heart Failure 2023; 11:465-468. [PMID: 37019559 DOI: 10.1016/j.jchf.2023.01.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 01/30/2023] [Indexed: 04/05/2023]
|
17
|
Steinberg RS, Udeshi E, Dickert N, Quyyumi A, Chirinos JA, Morris AA. Novel Measures of Arterial Hemodynamics and Wave Reflections Associated With Clinical Outcomes in Patients With Heart Failure. J Am Heart Assoc 2023; 12:e027666. [PMID: 36927108 PMCID: PMC10111560 DOI: 10.1161/jaha.122.027666] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Abstract
Background Arterial stiffness and earlier wave reflections can increase afterload and impair cardiovascular function. Most prior studies have been performed in patients with preserved left ventricular function. We describe novel measures of pulsatile arterial hemodynamics and their association with clinical outcomes in patients with heart failure with reduced ejection fraction. Methods and Results Participants with heart failure with reduced ejection fraction (n=137, median age 56 years, 49% women, 58% Black) and age-matched healthy controls (n=124) underwent measurements of large artery stiffness and pulsatile arterial hemodynamics. Carotid-femoral pulse wave velocity and augmentation index were assessed using radial applanation tonometry. Pressure-flow analyses derived reflected wave transit time, the systolic pressure-time integral imposed by proximal aortic characteristic impedance, and the pressure-time integral from wave reflection (wasted pressure effort). Cox proportional hazards models defined associations between hemodynamic measures and (1) all-cause death and (2) a combined end point of left ventricular assist device implant, heart transplant, and death, at 2 years adjusted for race, BNP (B-type natriuretic peptide), and the Meta-Analysis Global Group in Chronic Heart Failure Risk Score. Compared with controls, participants with heart failure with reduced ejection fraction exhibited similar carotid-femoral pulse wave velocity (6.8±1.6 versus 7.0±1.6 m/s, P=0.40) but higher augmentation index normalized to a heart rate of 75 bpm (13±2% versus 22±2%, P<0.001). Shorter reflected wave transit time (ie, earlier wave reflection arrival to the proximal aorta) was associated with an increased risk of death (adjusted hazard ratio [aHR] 1.67 [95% CI 1.03-1.63]) and the combined end point of death/left ventricular assist device/heart transplant (aHR, 1.61 [95% CI, 1.06-2.44]) at 2 years. Wasted pressure effort/proximal aortic characteristic impedance, representing the proportion of systolic load from wave reflection versus aortic root characteristic impedance, was univariately associated with death (hazard ratio (HR), 1.44 [95% CI, 1.05-1.97]) and with death/left ventricular assist device/heart transplant on univariate (HR, 1.42 [95% CI, 1.07-1.88]) and multivariable (aHR, 1.40 [95% CI, 1.02-1.93]) analysis. Conclusions Increased left ventricular systolic load from premature wave reflections is associated with adverse clinical outcomes in patients with heart failure with reduced ejection fraction.
Collapse
Affiliation(s)
| | - Eisha Udeshi
- Division of Cardiology Emory University Atlanta GA
| | - Neal Dickert
- Division of Cardiology Emory University Atlanta GA
| | | | - Julio A Chirinos
- Division of Cardiology University of Pennsylvania Philadelphia PA
| | | |
Collapse
|
18
|
Salman O, Zhao L, Zamani P, Cohen J, Gunawardhana K, Kammerhoff K, Greenawalt D, Wang Z, Rietzschel ER, Van Empel V, Richards AM, Doughty RN, Javaheri A, Schafer P, Borentain M, Seiffert D, Chang CP, Chang CP, Gordon D, Ramirez-Valle F, Mann DL, Cappola TP, Chirinos JA. PROTEOMIC ASSOCIATIONS OF N-TERMINAL (NT)-PRO HORMONE BNP (NT-PROBNP) IN HEART FAILURE WITH PRESERVED EJECTION FRACTION (HFPEF). J Am Coll Cardiol 2023. [DOI: 10.1016/s0735-1097(23)00775-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
|
19
|
Steinberg RS, Salman O, Zhao L, Qian C, Cohen J, Zamani P, Ebert C, Sharma A, Wang Z, Greenawalt D, Van Empel V, Richards M, Doughty RN, Rietzschel ER, Javaheri A, Schafer P, Borentain M, Seiffert D, Chang CP, Gordon D, Ramirez-Valle F, Mann DL, Morris AA, Cappola TP, Chirinos JA. PROTEOMIC CORRELATES OF PLASMA POTASSIUM (K+) IN HEART FAILURE WITH PRESERVED EJECTION FRACTION (HFPEF). J Am Coll Cardiol 2023. [DOI: 10.1016/s0735-1097(23)00871-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
|
20
|
Horton E, Johnson B, Vidula M, Kondaveety S, Denduluri S, Segers P, Herrmann HC, Chirinos JA. ARTERIAL PROPERTIES AND VENTRICULAR-ARTERIAL INTERACTIONS IN SEVERE AORTIC STENOSIS: IMPACT ON PROGNOSIS. J Am Coll Cardiol 2023. [DOI: 10.1016/s0735-1097(23)02432-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
|
21
|
Guo Z, Valenzuela Ripoll C, Picataggi A, Rawnsley DR, Ozcan M, Chirinos JA, Chendamarai E, Girardi A, Riehl T, Evie H, Diab A, Kovacs A, Hyrc K, Ma X, Asnani A, Shewale SV, Scherrer-Crosbie M, Cowart LA, Parks JS, Zhao L, Gordon D, Ramirez-Valle F, Margulies KB, Cappola TP, Desai AA, Pedersen LN, Bergom C, Stitziel NO, Rettig MP, DiPersio JF, Hajny S, Christoffersen C, Diwan A, Javaheri A. Apolipoprotein M Attenuates Anthracycline Cardiotoxicity and Lysosomal Injury. JACC Basic Transl Sci 2023; 8:340-355. [PMID: 37034289 PMCID: PMC10077122 DOI: 10.1016/j.jacbts.2022.09.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 09/26/2022] [Accepted: 09/26/2022] [Indexed: 01/06/2023]
Abstract
Apolipoprotein M (ApoM) binds sphingosine-1-phosphate (S1P) and is inversely associated with mortality in human heart failure (HF). Here, we show that anthracyclines such as doxorubicin (Dox) reduce circulating ApoM in mice and humans, that ApoM is inversely associated with mortality in patients with anthracycline-induced heart failure, and ApoM heterozygosity in mice increases Dox-induced mortality. In the setting of Dox stress, our studies suggest ApoM can help sustain myocardial autophagic flux in a post-transcriptional manner, attenuate Dox cardiotoxicity, and prevent lysosomal injury.
Collapse
Affiliation(s)
- Zhen Guo
- Washington University School of Medicine, St Louis, Missouri, USA
| | | | | | | | - Mualla Ozcan
- Washington University School of Medicine, St Louis, Missouri, USA
| | - Julio A. Chirinos
- Perelman School of Medicine, University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Amanda Girardi
- Washington University School of Medicine, St Louis, Missouri, USA
| | - Terrence Riehl
- Washington University School of Medicine, St Louis, Missouri, USA
| | - Hosannah Evie
- Washington University School of Medicine, St Louis, Missouri, USA
| | - Ahmed Diab
- Washington University School of Medicine, St Louis, Missouri, USA
| | - Attila Kovacs
- Washington University School of Medicine, St Louis, Missouri, USA
| | - Krzysztof Hyrc
- Hope Center, Washington University School of Medicine, St Louis, Missouri, USA
| | - Xiucui Ma
- Washington University School of Medicine, St Louis, Missouri, USA
- John Cochran Veterans Affairs Medical Center, St Louis, Missouri, USA
| | - Aarti Asnani
- Beth Israel Deaconess, Harvard Medical School, Boston, Massachusetts, USA
| | - Swapnil V. Shewale
- Perelman School of Medicine, University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Marielle Scherrer-Crosbie
- Perelman School of Medicine, University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Lauren Ashley Cowart
- Virginia Commonwealth University, Richmond, Virginia, USA
- Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia, USA
| | - John S. Parks
- Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Lei Zhao
- Bristol Myers Squibb, Princeton, New Jersey, USA
| | - David Gordon
- Bristol Myers Squibb, Princeton, New Jersey, USA
| | | | - Kenneth B. Margulies
- Perelman School of Medicine, University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Thomas P. Cappola
- Perelman School of Medicine, University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | | | - Carmen Bergom
- Washington University School of Medicine, St Louis, Missouri, USA
| | | | | | - John F. DiPersio
- Washington University School of Medicine, St Louis, Missouri, USA
| | - Stefan Hajny
- Department of Clinical Biochemistry, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
- Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Christina Christoffersen
- Department of Clinical Biochemistry, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
- Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Abhinav Diwan
- Washington University School of Medicine, St Louis, Missouri, USA
- John Cochran Veterans Affairs Medical Center, St Louis, Missouri, USA
| | - Ali Javaheri
- Washington University School of Medicine, St Louis, Missouri, USA
| |
Collapse
|
22
|
Carland C, Zhao L, Salman O, Cohen J, Zamani P, Xiao Q, Dongre AR, Wang Z, Ebert C, Greenawalt D, Van Empel V, Richards M, Doughty RN, Rietzschel ER, Javaheri A, Wang Y, Schafer P, Hersey S, Chang CP, Chang CP, Gordon D, Ramirez-Valle F, Mann DL, Cappola TP, Chirinos JA. URINARY PROTEINS LEVELS ASSOCIATED WITH OUTCOMES IN HEART FAILURE WITH PRESERVED EJECTION FRACTION. J Am Coll Cardiol 2023. [DOI: 10.1016/s0735-1097(23)00776-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
|
23
|
DePaolo J, Levin MG, Tcheandjieu C, Priest JR, Gill D, Burgess S, Damrauer SM, Chirinos JA. Relationship Between Ascending Thoracic Aortic Diameter and Blood Pressure: A Mendelian Randomization Study. Arterioscler Thromb Vasc Biol 2023; 43:359-366. [PMID: 36601961 PMCID: PMC7614108 DOI: 10.1161/atvbaha.122.318149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 12/20/2022] [Indexed: 01/06/2023]
Abstract
BACKGROUND Observational studies identified elevated blood pressure (BP) as a strong risk factor for thoracic aortic dilation, and BP reduction is the primary medical intervention recommended to prevent progression of aortic aneurysms. However, although BP may impact aortic dilation, aortic size may also impact BP. The causal relationship between BP and thoracic aortic size has not been reliably established. METHODS Genome-wide association studies summary statistics were obtained for BP and ascending thoracic aortic diameter (AscAoD). Causal effects of BP on AscAoD were estimated using 2-sample Mendelian randomization using a range of pleiotropy-robust methods. RESULTS Genetically predicted increased systolic BP, diastolic BP, and mean arterial pressure all significantly associate with higher AscAoD (systolic BP: β estimate, 0.0041 mm/mm Hg [95% CI, 0.0008-0.0074]; P=0.02, diastolic BP: β estimate, 0.0272 mm/mm Hg [95% CI, 0.0224-0.0320]; P<0.001, and mean arterial pressure: β estimate, 0.0168 mm/mm Hg [95% CI, 0.0130-0.0206]; P<0.001). Genetically predicted pulse pressure, meanwhile, had an inverse association with AscAoD (β estimate, -0.0155 mm/mm Hg [95% CI, -0.0213 to -0.0096]; P<0.001). Multivariable Mendelian randomization analyses showed that genetically predicted increased mean arterial pressure and reduced pulse pressure were independently associated with AscAoD. Bidirectional Mendelian randomization demonstrated that genetically predicted AscAoD was inversely associated with pulse pressure (β estimate, -2.0721 mm Hg/mm [95% CI, -3.1137 to -1.0306]; P<0.001) and systolic BP (β estimate, -1.2878 mm Hg/mm [95% CI, -2.3533 to -0.2224]; P=0.02), while directly associated with diastolic BP (0.8203 mm Hg/mm [95% CI, 0.2735-1.3672]; P=0.004). CONCLUSIONS BP likely contributes causally to ascending thoracic aortic dilation. Increased AscAoD likely contributes to lower systolic BP and pulse pressure, but not diastolic BP, consistent with the hemodynamic consequences of a reduced aortic diameter.
Collapse
Affiliation(s)
- John DePaolo
- Department of Surgery (J.D., S.M.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Michael G Levin
- Division of Cardiovascular Medicine, Department of Medicine (M.G.L., J.A.C.), Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Catherine Tcheandjieu
- Gladstone Institute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA (C.T.)
- Department of Epidemiology and Biostatistics, University of California San Francisco (C.T.)
| | - James R Priest
- Division of Pediatric Cardiology, Department of Pediatrics, Stanford University School of Medicine, CA (J.R.P.)
| | - Dipender Gill
- Chief Scientific Advisor Office, Research and Early Development, Novo Nordisk, Copenhagen, Denmark (D.G.)
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, United Kingdom (D.G.)
| | - Stephen Burgess
- MRC Integrative Epidemiology Unit, University of Bristol, United Kingdom (S.B.)
- Department of Public Health and Primary Care, University of Cambridge, United Kingdom (S.B.)
| | - Scott M Damrauer
- Department of Surgery (J.D., S.M.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Department of Genetics (S.M.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Corporal Michael Crescenz VA Medical Center, Philadelphia, PA (S.M.D.)
| | - Julio A Chirinos
- Division of Cardiovascular Medicine, Department of Medicine (M.G.L., J.A.C.), Perelman School of Medicine, University of Pennsylvania, Philadelphia
| |
Collapse
|
24
|
Javaheri A, Chirinos JA. Troponin elevation in the community: can you sleep on it? Sleep 2023; 46:7008462. [PMID: 36708062 DOI: 10.1093/sleep/zsad014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Indexed: 01/29/2023] Open
Affiliation(s)
- Ali Javaheri
- Washington University School of Medicine. St. Louis, MO. USA
| | - Julio A Chirinos
- University of Pennsylvania School of Medicine. Philadelphia, PA. USA
| |
Collapse
|
25
|
Ehrlich A, Ioannidis K, Nasar M, Abu Alkian I, Daskal Y, Atari N, Kliker L, Rainy N, Hofree M, Shafran Tikva S, Houri I, Cicero A, Pavanello C, Sirtori CR, Cohen JB, Chirinos JA, Deutsch L, Cohen M, Gottlieb A, Bar-Chaim A, Shibolet O, Mandelboim M, Maayan SL, Nahmias Y. Efficacy and safety of metabolic interventions for the treatment of severe COVID-19: in vitro, observational, and non-randomized open-label interventional study. eLife 2023; 12:79946. [PMID: 36705566 PMCID: PMC9937660 DOI: 10.7554/elife.79946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 01/26/2023] [Indexed: 01/28/2023] Open
Abstract
Background Viral infection is associated with a significant rewire of the host metabolic pathways, presenting attractive metabolic targets for intervention. Methods We chart the metabolic response of lung epithelial cells to SARS-CoV-2 infection in primary cultures and COVID-19 patient samples and perform in vitro metabolism-focused drug screen on primary lung epithelial cells infected with different strains of the virus. We perform observational analysis of Israeli patients hospitalized due to COVID-19 and comparative epidemiological analysis from cohorts in Italy and the Veteran's Health Administration in the United States. In addition, we perform a prospective non-randomized interventional open-label study in which 15 patients hospitalized with severe COVID-19 were given 145 mg/day of nanocrystallized fenofibrate added to the standard of care. Results SARS-CoV-2 infection produced transcriptional changes associated with increased glycolysis and lipid accumulation. Metabolism-focused drug screen showed that fenofibrate reversed lipid accumulation and blocked SARS-CoV-2 replication through a PPARα-dependent mechanism in both alpha and delta variants. Analysis of 3233 Israeli patients hospitalized due to COVID-19 supported in vitro findings. Patients taking fibrates showed significantly lower markers of immunoinflammation and faster recovery. Additional corroboration was received by comparative epidemiological analysis from cohorts in Europe and the United States. A subsequent prospective non-randomized interventional open-label study was carried out on 15 patients hospitalized with severe COVID-19. The patients were treated with 145 mg/day of nanocrystallized fenofibrate in addition to standard-of-care. Patients receiving fenofibrate demonstrated a rapid reduction in inflammation and a significantly faster recovery compared to patients admitted during the same period. Conclusions Taken together, our data suggest that pharmacological modulation of PPARα should be strongly considered as a potential therapeutic approach for SARS-CoV-2 infection and emphasizes the need to complete the study of fenofibrate in large randomized controlled clinical trials. Funding Funding was provided by European Research Council Consolidator Grants OCLD (project no. 681870) and generous gifts from the Nikoh Foundation and the Sam and Rina Frankel Foundation (YN). The interventional study was supported by Abbott (project FENOC0003). Clinical trial number NCT04661930.
Collapse
Affiliation(s)
- Avner Ehrlich
- Grass Center for Bioengineering, Benin School of Computer Science and EngineeringJerusalemIsrael
- Department of Cell and Developmental Biology, Silberman Institute of Life SciencesJerusalemIsrael
| | - Konstantinos Ioannidis
- Grass Center for Bioengineering, Benin School of Computer Science and EngineeringJerusalemIsrael
- Department of Cell and Developmental Biology, Silberman Institute of Life SciencesJerusalemIsrael
| | - Makram Nasar
- Division of Infectious Diseases, Barzilai Medical CenterAshkelonIsrael
| | | | - Yuval Daskal
- Grass Center for Bioengineering, Benin School of Computer Science and EngineeringJerusalemIsrael
- Department of Cell and Developmental Biology, Silberman Institute of Life SciencesJerusalemIsrael
| | - Nofar Atari
- Central Virology Laboratory, Public Health Services, Ministry of Health and Sheba Medical CenterTel HashomerIsrael
| | - Limor Kliker
- Central Virology Laboratory, Public Health Services, Ministry of Health and Sheba Medical CenterTel HashomerIsrael
| | - Nir Rainy
- Laboratory Division, Shamir (Assaf Harofeh) Medical CenterZerifinItaly
| | - Matan Hofree
- Klarman Cell Observatory, The Broad Institute of Harvard and MITCambridgeUnited States
| | - Sigal Shafran Tikva
- Laboratory Division, Shamir (Assaf Harofeh) Medical CenterZerifinItaly
- Hadassah Research and Innovation CenterJerusalemIsrael
- Department of Nursing, Faculty of School of Life and Health Sciences, The Jerusalem College of Technology Lev Academic CenterJerusalemIsrael
| | - Inbal Houri
- Department of Gastroenterology, Sourasky Medical CenterTel AvivIsrael
| | - Arrigo Cicero
- IRCSS S.Orsola-Malpighi University HospitalBolognaItaly
| | - Chiara Pavanello
- Centro Grossi Paoletti, Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di MilanoMilanoItaly
- Centro Dislipidemie, Niguarda HospitalMilanoItaly
| | | | - Jordana B Cohen
- Perelman School of Medicine, University of PennsylvaniaPhiladelphiaUnited States
| | - Julio A Chirinos
- Perelman School of Medicine, University of PennsylvaniaPhiladelphiaUnited States
| | | | - Merav Cohen
- Grass Center for Bioengineering, Benin School of Computer Science and EngineeringJerusalemIsrael
- Department of Cell and Developmental Biology, Silberman Institute of Life SciencesJerusalemIsrael
| | - Amichai Gottlieb
- Division of Infectious Diseases, Barzilai Medical CenterAshkelonIsrael
| | - Adina Bar-Chaim
- Laboratory Division, Shamir (Assaf Harofeh) Medical CenterZerifinItaly
| | - Oren Shibolet
- Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | | | - Shlomo L Maayan
- Division of Infectious Diseases, Barzilai Medical CenterAshkelonIsrael
| | - Yaakov Nahmias
- Grass Center for Bioengineering, Benin School of Computer Science and EngineeringJerusalemIsrael
- Department of Cell and Developmental Biology, Silberman Institute of Life SciencesJerusalemIsrael
| |
Collapse
|
26
|
Saw EL, Werner LD, Zamani P, Chirinos JA, Valero-Muñoz M, Sam F. Skeletal muscle phenotypic switching in heart failure with preserved ejection fraction. Front Cardiovasc Med 2022; 9:1016452. [PMID: 36531739 PMCID: PMC9753550 DOI: 10.3389/fcvm.2022.1016452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 11/14/2022] [Indexed: 12/03/2022] Open
Abstract
Background Skeletal muscle (SkM) phenotypic switching is associated with exercise intolerance in heart failure with preserved ejection fraction (HFpEF). Patients with HFpEF have decreased type-1 oxidative fibers and mitochondrial dysfunction, indicative of impaired oxidative capacity. The SAUNA (SAlty drinking water/Unilateral Nephrectomy/Aldosterone) mice are commonly used in HFpEF pre-clinical studies and demonstrate cardiac, lung, kidney, and white adipose tissue impairments. However, the SkM (specifically the oxidative-predominant, soleus muscle) has not been described in this preclinical HFpEF model. We sought to characterize the soleus skeletal muscle in the HFpEF SAUNA mice and investigate its translational potential. Methods HFpEF was induced in mice by uninephrectomy, d-aldosterone or saline (Sham) infusion by osmotic pump implantation, and 1% NaCl drinking water was given for 4 weeks. Mice were euthanized, and the oxidative-predominant soleus muscle was collected. We examined fiber composition, fiber cross-sectional area, capillary density, and fibrosis. Molecular analyses were also performed. To investigate the clinical relevance of this model, the oxidative-predominant, vastus lateralis muscle from patients with HFpEF was biopsied and examined for molecular changes in mitochondrial oxidative phosphorylation, vasculature, fibrosis, and inflammation. Results Histological analyses demonstrated a reduction in the abundance of oxidative fibers, type-2A fiber atrophy, decreased capillary density, and increased fibrotic area in the soleus muscle of HFpEF mice compared to Sham. Expression of targets of interest such as a reduction in mitochondrial oxidative-phosphorylation genes, increased VEGF-α and an elevated inflammatory response was also seen. The histological and molecular changes in HFpEF mice are consistent and comparable with changes seen in the oxidative-predominant SkM of patients with HFpEF. Conclusion The HFpEF SAUNA model recapitulates the SkM phenotypic switching seen in HFpEF patients. This model is suitable and relevant to study SkM phenotypic switching in HFpEF.
Collapse
Affiliation(s)
- Eng Leng Saw
- Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States
| | - Louis Dominic Werner
- Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States
| | - Payman Zamani
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - Julio A. Chirinos
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, United States
| | - María Valero-Muñoz
- Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States
| | - Flora Sam
- Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA, United States,Eli Lilly and Co, Indianapolis, IND, United States,*Correspondence: Flora Sam,
| |
Collapse
|
27
|
Boczar KE, Dwivedi G, Tavoosi A, Chirinos JA, deKemp RA, Beanlands RSB, Corrales-Medina V. Vascular Inflammation During and After Community-Acquired Pneumonia as Measured by 18F-FDG-PET/CT Imaging. JACC Cardiovasc Imaging 2022; 16:562-564. [PMID: 36526579 DOI: 10.1016/j.jcmg.2022.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 10/03/2022] [Accepted: 10/06/2022] [Indexed: 12/15/2022]
|
28
|
Chirinos JA, Lopez-Jaramillo P, Giamarellos-Bourboulis EJ, Dávila-Del-Carpio GH, Bizri AR, Andrade-Villanueva JF, Salman O, Cure-Cure C, Rosado-Santander NR, Cornejo Giraldo MP, González-Hernández LA, Moghnieh R, Angeliki R, Cruz Saldarriaga ME, Pariona M, Medina C, Dimitroulis I, Vlachopoulos C, Gutierrez C, Rodriguez-Mori JE, Gomez-Laiton E, Cotrina Pereyra R, Ravelo Hernández JL, Arbañil H, Accini-Mendoza J, Pérez-Mayorga M, Milionis C, Poulakou G, Sánchez G, Valdivia-Vega R, Villavicencio-Carranza M, Ayala-García RJ, Castro-Callirgos CA, Alfaro Carrasco RM, Garrido Lecca Danos W, Sharkoski T, Greene K, Pourmussa B, Greczylo C, Ortega-Legaspi J, Jacoby D, Chittams J, Katsaounou P, Alexiou Z, Sympardi S, Sweitzer NK, Putt M, Cohen JB. A randomized clinical trial of lipid metabolism modulation with fenofibrate for acute coronavirus disease 2019. Nat Metab 2022; 4:1847-1857. [PMID: 36344766 PMCID: PMC9640855 DOI: 10.1038/s42255-022-00698-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 10/21/2022] [Indexed: 11/09/2022]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) cytotoxicity may involve inhibition of peroxisome proliferator-activated receptor alpha. Fenofibrate activates peroxisome proliferator-activated receptor alpha and inhibits SARS-CoV-2 replication in vitro. Whether fenofibrate can be used to treat coronavirus disease 2019 (COVID-19) infection in humans remains unknown. Here, we randomly assigned inpatients and outpatients with COVID-19 within 14 d of symptom onset to 145 mg of oral fenofibrate nanocrystal formulation versus placebo for 10 d, in a double-blinded fashion. The primary endpoint was a severity score whereby participants were ranked across hierarchical tiers incorporating time to death, mechanical ventilation duration, oxygenation, hospitalization and symptom severity and duration. In total, 701 participants were randomized to fenofibrate (n = 351) or placebo (n = 350). The mean age of participants was 49 ± 16 years, 330 (47%) were female, mean body mass index was 28 ± 6 kg/m2 and 102 (15%) had diabetes. Death occurred in 41 participants. Compared with placebo, fenofibrate had no effect on the primary endpoint. The median (interquartile range) rank in the placebo arm was 347 (172, 453) versus 345 (175, 453) in the fenofibrate arm (P = 0.819). There was no difference in secondary and exploratory endpoints, including all-cause death, across arms. There were 61 (17%) adverse events in the placebo arm compared with 46 (13%) in the fenofibrate arm, with slightly higher incidence of gastrointestinal side effects in the fenofibrate group. Overall, among patients with COVID-19, fenofibrate has no significant effect on various clinically relevant outcomes ( NCT04517396 ).
Collapse
Affiliation(s)
- Julio A Chirinos
- Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Patricio Lopez-Jaramillo
- Instituto de Investigación MASIRA, Facultad de Ciencias de la Salud, Universidad de Santander, Bucaramanga, Colombia
| | - Evangelos J Giamarellos-Bourboulis
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School and Hellenic Institute for the Study of Sepsis, Athens, Greece
| | | | | | | | - Oday Salman
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School and Hellenic Institute for the Study of Sepsis, Athens, Greece
- Department of Medicine, American University of Beirut, Beirut, Lebanon
| | | | | | | | - Luz A González-Hernández
- Unidad de VIH, Hospital Civil de Guadalajara and Universidad de Guadalajara, Guadalajara, Mexico
| | - Rima Moghnieh
- Department of Medicine, Makassed General Hospital, Beirut, Lebanon
| | - Rapti Angeliki
- 6th Department of Pulmonary Medicine, SOTIRIA Athens General Hospital of Chest Disease, Athens, Greece
| | - María E Cruz Saldarriaga
- Centro de Investigación de Enfermedades Infecciosas y Tropicales, Hospital Nacional Adolfo Guevara Velasco, Cuzco, Peru
| | - Marcos Pariona
- Hospital Nacional Edgardo Rebagliati Martins, EsSalud, Lima, Peru
| | - Carola Medina
- Hospital Nacional Edgardo Rebagliati Martins, EsSalud, Lima, Peru
| | - Ioannis Dimitroulis
- 6th Department of Pulmonary Medicine, SOTIRIA Athens General Hospital of Chest Disease, Athens, Greece
| | - Charalambos Vlachopoulos
- 1st Department of Cardiology, National and Kapodistrian University of Athens, Medical School,, Athens, Greece
| | | | - Juan E Rodriguez-Mori
- Department of Nephrology, Hospital Nacional Alberto Sabogal Sologuren, EsSalud, Lima, Peru
| | | | | | | | | | | | | | - Charalampos Milionis
- Department of Internal Medicine, Ioannina University General Hospital, Ioannina, Greece
| | - Garyfallia Poulakou
- 3rd Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | | | | | | | | | | | | | | | - Tiffany Sharkoski
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School and Hellenic Institute for the Study of Sepsis, Athens, Greece
| | - Katherine Greene
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School and Hellenic Institute for the Study of Sepsis, Athens, Greece
| | - Bianca Pourmussa
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School and Hellenic Institute for the Study of Sepsis, Athens, Greece
| | - Candy Greczylo
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School and Hellenic Institute for the Study of Sepsis, Athens, Greece
| | - Juan Ortega-Legaspi
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School and Hellenic Institute for the Study of Sepsis, Athens, Greece
| | - Douglas Jacoby
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School and Hellenic Institute for the Study of Sepsis, Athens, Greece
| | - Jesse Chittams
- Biostatistics Analysis Core, Office of Nursing Research, University of Pennsylvania School of Nursing, Philadelphia, PA, USA
| | - Paraskevi Katsaounou
- Section of Pneumonology and Respiratory Failure, 1st Department of Critical Care Medicine, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Zoi Alexiou
- 2nd Department of Internal Medicine, THRIASIO Eleusis General Hospital, Eleusis, Greece
| | - Styliani Sympardi
- 1st Department of Internal Medicine, THRIASIO Eleusis General Hospital, Eleusis, Greece
| | - Nancy K Sweitzer
- Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
- Division of Cardiology, University of Arizona, Tucson, AZ, USA
| | - Mary Putt
- Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jordana B Cohen
- Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
29
|
Chirinos JA, Zhao L, Reese-Petersen AL, Cohen JB, Genovese F, Richards AM, Doughty RN, Díez J, González A, Querejeta R, Zamani P, Nuñez J, Wang Z, Ebert C, Kammerhoff K, Maranville J, Basso M, Qian C, Rasmussen DGK, Schafer PH, SeifFert D, Karsdal MA, Gordon DA, Ramirez-Valle F, Cappola TP. Endotrophin, a Collagen VI Formation-Derived Peptide, in Heart Failure. NEJM Evid 2022; 1:10.1056/evidoa2200091. [PMID: 37645406 PMCID: PMC10465122 DOI: 10.1056/evidoa2200091] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
BACKGROUND Endotrophin, a collagen type VI-derived peptide, mediates metabolic dysregulation, inflammation, and fibrosis in animal models, but has not been studied in human heart failure (HF). METHODS We examined the association between circulating endotrophin and outcomes in participants suffering from HF with preserved ejection fraction (HFpEF) enrolled in the TOPCAT trial (n=205). Associations were validated in a participant-level meta-analysis (n=810) that included participants with HFpEF from the PHFS study (United States; n=174), PEOPLE cohort (New Zealand; n=168), a randomized trial of vasodilator therapy (United States; n=45), a cohort from Donostia University Hospital and University of Navarra (Spain; n=171), and the TRAINING-HF trial (Spain; n=47). We also assessed associations in HF with reduced ejection fraction in PHFS (n=1,642). RESULTS Plasma endotrophin levels at baseline were associated with risk of future death (standardized hazard ratio [HR] = 1.74; 95% confidence interval [CI]=1.36-2.24; P<0.001) and death or HF-related hospital admission (DHFA; standardized HR=2.11; 95% CI= 1.67-2.67; P<0.001) in TOPCAT. Endotrophin improved reclassification and discrimination for these outcomes beyond the MAGGIC risk score and NT-proBNP (N-terminal pro b-type natriuretic peptide). Findings were confirmed in the participant-level meta-analysis. In participants with HF with reduced ejection fraction in PHFS, endotrophin levels were associated with death (standardized HR=1.82; 95% CI=1.66-2.00; P<0.001) and DHFA (standardized HR=1.40; 95% CI=1.31-1.50; P<0.001), but the strength of the latter association was substantially lower than for the MAGGIC risk score (standardized HR=1.93; 95% CI=1.76-2.12) and BNP (standardized HR=1.78; 95% CI=1.66-1.92). CONCLUSIONS Circulating endotrophin levels are independently associated with future poor outcomes in patients with HF, particularly in HFpEF. (Funded by Bristol Myers Squibb; Instituto de Salud Carlos III [Spain] and European Regional Development Fund; European Commission CRUCIAL project; and the U.S. National Institutes of Health National Heart, Lung, and Blood Institute.).
Collapse
Affiliation(s)
- Julio A Chirinos
- Hospital of the University of Pennsylvania, Philadelphia
- University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | - Lei Zhao
- Bristol Myers Squibb Company, Princeton, NJ
| | | | | | | | - A Mark Richards
- Cardiovascular Research Institute, National University of Singapore, Singapore
- Christchurch Heart Institute, University of Otago, Dunedin, New Zealand
| | | | - Javier Díez
- Program of Cardiovascular Diseases, CIMA Universidad de Navarra, IdiSNA and CIBERCV, Pamplona, Navarra, Spain
- Departments of Cardiology and Nephrology, Clínica Universidad de Navarra, Pamplona, Navarra, Spain
| | - Arantxa González
- Program of Cardiovascular Diseases, CIMA Universidad de Navarra, IdiSNA and CIBERCV, Pamplona, Navarra, Spain
| | - Ramón Querejeta
- Department of Cardiology, Hospital Universitario Donostia, San Sebastián, Guipúzcoa, Spain
| | - Payman Zamani
- Hospital of the University of Pennsylvania, Philadelphia
- University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | - Julio Nuñez
- Hospital Clínico Universitario de Valencia, Universidad de Valencia, INCLIVA, CIBER Cardiovascular, Valencia, Spain
| | | | | | | | | | | | - Chenao Qian
- University of Pennsylvania, Perelman School of Medicine, Philadelphia
| | | | | | | | | | | | | | - Thomas P Cappola
- Hospital of the University of Pennsylvania, Philadelphia
- University of Pennsylvania, Perelman School of Medicine, Philadelphia
| |
Collapse
|
30
|
Cohen JB, Mitchell GF, Gill D, Burgess S, Rahman M, Hanff T, Ramachandran VS, Mutalik K, Townsend RR, Chirinos JA. Arterial Stiffness and Diabetes Risk in Framingham Heart Study and UK Biobank. Circ Res 2022; 131:545-554. [PMID: 35946401 PMCID: PMC7613487 DOI: 10.1161/circresaha.122.320796] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 07/26/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND Microvascular damage from large artery stiffness (LAS) in pancreatic, hepatic, and skeletal muscles may affect glucose homeostasis. Our goal was to evaluate the association between LAS and the risk of type 2 diabetes using prospectively collected, carefully phenotyped measurements of LAS as well as Mendelian randomization analyses. METHODS Carotid-femoral pulse wave velocity (CF-PWV) and brachial and central pulse pressure were measured in 5676 participants of the FHS (Framingham Heart Study) without diabetes. We used Cox proportional hazards regression to evaluate the association of CF-PWV and pulse pressure with incident diabetes. We subsequently performed 2-sample Mendelian randomization analyses evaluating the associations of genetically predicted brachial pulse pressure with type 2 diabetes in the UKBB (United Kingdom Biobank). RESULTS In FHS, individuals with higher CF-PWV were older, more often male, and had higher body mass index and mean arterial pressure compared to those with lower CF-PWV. After a median follow-up of 7 years, CF-PWV and central pulse pressure were associated with an increased risk of new-onset diabetes (per SD increase, multivariable-adjusted CF-PWV hazard ratio, 1.36 [95% CI, 1.03-1.76]; P=0.030; central pulse pressure multivariable-adjusted CF-PWV hazard ratio, 1.26 [95% CI, 1.08-1.48]; P=0.004). In United Kingdom Biobank, genetically predicted brachial pulse pressure was associated with type 2 diabetes, independent of mean arterial pressure (adjusted odds ratio, 1.16 [95% CI, 1.00-1.35]; P=0.049). CONCLUSIONS Using prospective cohort data coupled with Mendelian randomization analyses, we found evidence supporting that greater LAS is associated with increased risk of developing diabetes. LAS may play an important role in glucose homeostasis and may serve as a useful marker of future diabetes risk.
Collapse
Affiliation(s)
- Jordana B. Cohen
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Dipender Gill
- Department of Epidemiology and Biostatistics, School of Public Health, MRC Centre for Environment and Health, Imperial College London, London, UK
| | - Stephen Burgess
- Medical Research Council Biostatistics Unit, School of Clinical Medicine, University of Cambridge, Cambridge, UK
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Mahboob Rahman
- Department of Medicine, Case Western University, University Hospitals Case Medical Center, Cleveland, OH, USA
| | - Thomas Hanff
- Division of Cardiovascular Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Vasan S. Ramachandran
- Department of Medicine, Boston University School of Medicine, Boston, MA, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
- Framingham Heart Study, Framingham, MA, USA
| | | | - Raymond R. Townsend
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Julio A. Chirinos
- Division of Cardiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
31
|
Javaheri A, Diab A, Zhao L, Qian C, Cohen JB, Zamani P, Kumar A, Wang Z, Ebert C, Maranville J, Kvikstad E, Basso M, van Empel V, Richards AM, Doughty R, Rietzschell E, Kammerhoff K, Gogain J, Schafer P, Seiffert DA, Gordon DA, Ramirez-Valle F, Mann DL, Cappola TP, Chirinos JA. Proteomic Analysis of Effects of Spironolactone in Heart Failure With Preserved Ejection Fraction. Circ Heart Fail 2022; 15:e009693. [PMID: 36126144 PMCID: PMC9504263 DOI: 10.1161/circheartfailure.121.009693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The TOPCAT trial (Treatment of Preserved Cardiac Function Heart Failure With an Aldosterone Antagonist Trial) suggested clinical benefits of spironolactone treatment among patients with heart failure with preserved ejection fraction enrolled in the Americas. However, a comprehensive assessment of biologic pathways impacted by spironolactone therapy in heart failure with preserved ejection fraction has not been performed. METHODS We conducted aptamer-based proteomic analysis utilizing 5284 modified aptamers to 4928 unique proteins on plasma samples from TOPCAT participants from the Americas (n=164 subjects with paired samples at baseline and 1 year) to identify proteins and pathways impacted by spironolactone therapy in heart failure with preserved ejection fraction. Mean percentage change from baseline was calculated for each protein. Additionally, we conducted pathway analysis of proteins altered by spironolactone. RESULTS Spironolactone therapy was associated with proteome-wide significant changes in 7 proteins. Among these, CARD18 (caspase recruitment domain-containing protein 18), PKD2 (polycystin 2), and PSG2 (pregnancy-specific glycoprotein 2) were upregulated, whereas HGF (hepatic growth factor), PLTP (phospholipid transfer protein), IGF2R (insulin growth factor 2 receptor), and SWP70 (switch-associated protein 70) were downregulated. CARD18, a caspase-1 inhibitor, was the most upregulated protein by spironolactone (-0.5% with placebo versus +66.5% with spironolactone, P<0.0001). The top canonical pathways that were significantly associated with spironolactone were apelin signaling, stellate cell activation, glycoprotein 6 signaling, atherosclerosis signaling, liver X receptor activation, and farnesoid X receptor activation. Among the top pathways, collagens were a consistent theme that increased in patients receiving placebo but decreased in patients randomized to spironolactone. CONCLUSIONS Proteomic analysis in the TOPCAT trial revealed proteins and pathways altered by spironolactone, including the caspase inhibitor CARD18 and multiple pathways that involved collagens. In addition to effects on fibrosis, our studies suggest potential antiapoptotic effects of spironolactone in heart failure with preserved ejection fraction, a hypothesis that merits further exploration.
Collapse
Affiliation(s)
- Ali Javaheri
- Washington University School of Medicine, St. Louis, MO
| | - Ahmed Diab
- Washington University School of Medicine, St. Louis, MO
| | - Lei Zhao
- Bristol Myers Squibb Company, Lawrenceville, NJ
| | - Chenao Qian
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
| | - Jordana B. Cohen
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
| | - Payman Zamani
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
| | - Anupam Kumar
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
| | | | | | | | | | | | - Vanessa van Empel
- Department of Cardiology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - A. Mark Richards
- Cardiovascular Research Institute, National University of Singapore, Singapore
- Christchurch Heart Institute, University of Otago, Christchurch, New Zealand
| | - Rob Doughty
- Christchurch Heart Institute, University of Otago, Christchurch, New Zealand
| | - Ernst Rietzschell
- Department of Cardiovascular Diseases, Ghent University Hospital, Ghent, Belgium
| | | | | | | | | | | | | | | | - Thomas P. Cappola
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
| | - Julio A. Chirinos
- Perelman School of Medicine. University of Pennsylvania School of Medicine/Hospital of the University of Pennsylvania. Philadelphia, PA
| |
Collapse
|
32
|
Vidula MK, Bravo PE, Chirinos JA. The Role of Multimodality Imaging in the Evaluation of Heart Failure with Preserved Ejection Fraction. Cardiol Clin 2022; 40:443-457. [DOI: 10.1016/j.ccl.2022.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
|
33
|
Gnanenthiran SR, Borghi C, Burger D, Caramelli B, Charchar F, Chirinos JA, Cohen JB, Cremer A, Di Tanna GL, Duvignaud A, Freilich D, Gommans DHF, Gracia-Ramos AE, Murray TA, Pelorosso F, Poulter NR, Puskarich MA, Rizas KD, Rothlin R, Schlaich MP, Schreinlecher M, Steckelings UM, Sharma A, Stergiou GS, Tignanelli CJ, Tomaszewski M, Unger T, van Kimmenade RRJ, Wainford RD, Williams B, Rodgers A, Schutte AE. Renin-Angiotensin System Inhibitors in Patients With COVID-19: A Meta-Analysis of Randomized Controlled Trials Led by the International Society of Hypertension. J Am Heart Assoc 2022; 11:e026143. [PMID: 36000426 PMCID: PMC9496439 DOI: 10.1161/jaha.122.026143] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background Published randomized controlled trials are underpowered for binary clinical end points to assess the safety and efficacy of renin‐angiotensin system inhibitors (RASi) in adults with COVID‐19. We therefore performed a meta‐analysis to assess the safety and efficacy of RASi in adults with COVID‐19. Methods and Results MEDLINE, EMBASE, ClinicalTrials.gov, and the Cochrane Controlled Trial Register were searched for randomized controlled trials that randomly assigned patients with COVID‐19 to RASi continuation/commencement versus no RASi therapy. The primary outcome was all‐cause mortality at ≤30 days. A total of 14 randomized controlled trials met the inclusion criteria and enrolled 1838 participants (aged 59 years, 58% men, mean follow‐up 26 days). Of the trials, 11 contributed data. We found no effect of RASi versus control on all‐cause mortality (7.2% versus 7.5%; relative risk [RR], 0.95; [95% CI, 0.69–1.30]) either overall or in subgroups defined by COVID‐19 severity or trial type. Network meta‐analysis identified no difference between angiotensin‐converting enzyme inhibitors versus angiotensin II receptor blockers. RASi users had a nonsignificant reduction in acute myocardial infarction (2.1% versus 3.6%; RR, 0.59; [95% CI, 0.33–1.06]), but increased risk of acute kidney injury (7.0% versus 3.6%; RR, 1.82; [95% CI, 1.05–3.16]), in trials that initiated and continued RASi. There was no increase in need for dialysis or differences in congestive cardiac failure, cerebrovascular events, venous thromboembolism, hospitalization, intensive care admission, inotropes, or mechanical ventilation. Conclusions This meta‐analysis of randomized controlled trials evaluating angiotensin‐converting enzyme inhibitors/angiotensin II receptor blockers versus control in patients with COVID‐19 found no difference in all‐cause mortality, a borderline decrease in myocardial infarction, and an increased risk of acute kidney injury with RASi. Our findings provide strong evidence that RASi can be used safely in patients with COVID‐19.
Collapse
Affiliation(s)
- Sonali R Gnanenthiran
- The George Institute for Global Health University of New South Wales Sydney NSW Australia
| | - Claudio Borghi
- Department of Medical and Surgical Sciences University of Bologna Italy
| | - Dylan Burger
- Department of Cellular and Molecular Medicine, Kidney Research Centre, Ottawa Hospital Research Institute University of Ottawa Canada
| | - Bruno Caramelli
- Interdisciplinary Medicine in Cardiology Unit, InCor University of Sao Paulo Brazil
| | - Fadi Charchar
- School of Health and Life Sciences Federation University Australia Ballarat VIC Australia
| | - Julio A Chirinos
- Division of Cardiovascular Medicine University of Pennsylvania Perelman School of Medicine Philadelphia PA
| | - Jordana B Cohen
- Renal-Electrolyte and Hypertension Division and Department of Biostatistics, Epidemiology, and Informatics University of Pennsylvania Perelman School of Medicine Philadelphia PA
| | - Antoine Cremer
- Department of Cardiology and Hypertension, Hypertension Excellence Center Hôpital Saint André, Centre Hospitalier Universitaire de Bordeaux & University Bordeaux Bordeaux France
| | - Gian Luca Di Tanna
- The George Institute for Global Health University of New South Wales Sydney NSW Australia
| | - Alexandre Duvignaud
- Department of Infectious Diseases and Tropical Medicine, Division of Tropical Medicine and Clinical International Health Hôpital Pellegrin, Centre Hospitalier Universitaire de Bordeaux & University Bordeaux Bordeaux France
| | | | - D H Frank Gommans
- Department of Cardiology Radboud University Medical Center Nijmegen The Netherlands.,Netherlands Heart Institute Utrecht The Netherlands
| | - Abraham E Gracia-Ramos
- Departamento de Medicina Interna, Hospital General, Centro Médico Nacional "La Raza" Instituto Mexicano del Seguro Social Mexico City Mexico.,Departamento de Medicina Interna Hospital Regional de Alta Especialidad de Zumpango Estado de Mexico Mexico
| | - Thomas A Murray
- Division of Biostatistics, School of Public Health University of Minnesota Minneapolis MN
| | - Facundo Pelorosso
- Asociacion Argentina de Medicamentos Ciudad Autonoma de Buenos Aires Argentina.,Servicio de Anatomía Patologica, Hospital de Alta Complejidad El Calafate SAMIC Santa Cruz Argentina
| | - Neil R Poulter
- Imperial Clinical Trials Unit Imperial College London London UK
| | - Michael A Puskarich
- Department of Emergency Medicine Hennepin County Medical Center University of Minnesota Minneapolis MN
| | - Konstantinos D Rizas
- Medizinische Klinik und Poliklinik I Ludwig Maximilian University Hospital Munich Munich Germany
| | - Rodolfo Rothlin
- Asociacion Argentina de Medicamentos Ciudad Autonoma de Buenos Aires Argentina.,Sociedad Argentina de Farmacología Clínica, Asociacion Medica Argentina Buenos Aires Argentina
| | - Markus P Schlaich
- Dobney Hypertension Centre, Medical School, Royal Perth Hospital Unit-Royal Perth Hospital Medical Research Foundation University of Western Australia Perth Australia
| | - Michael Schreinlecher
- Department of Internal Medicine III, Cardiology and Angiology Medical University of Innsbruck Innsbruck Austria
| | | | - Abhinav Sharma
- Division of Cardiology McGill University Health Centre Montreal Quebec Canada
| | - George S Stergiou
- Hypertension Center STRIDE-7, School of Medicine, Third Department of Medicine, Sotiria Hospital National and Kapodistrian University of Athens Athens Greece
| | | | - Maciej Tomaszewski
- Division of Cardiovascular Sciences, Faculty of Medicine, Biology and Health University of Manchester Manchester UK.,Manchester Academic Health Science Centre Manchester University National Health Service Foundation Trust Manchester Manchester UK
| | - Thomas Unger
- Cardiovascular Research Institute Maastricht-School for Cardiovascular Diseases Maastricht University Maastricht The Netherlands
| | - Roland R J van Kimmenade
- Department of Cardiology Radboud University Medical Center Nijmegen The Netherlands.,Netherlands Heart Institute Utrecht The Netherlands
| | - Richard D Wainford
- Department of Pharmacology and Experimental Therapeutics and the Whitaker Cardiovascular Institute Boston University School of Medicine Boston MA
| | - Bryan Williams
- Institute of Cardiovascular Science University College London and National Institute for Health Research University College London Hospitals Biomedical Research Centre London UK
| | - Anthony Rodgers
- The George Institute for Global Health University of New South Wales Sydney NSW Australia
| | - Aletta E Schutte
- The George Institute for Global Health University of New South Wales Sydney NSW Australia
| | | |
Collapse
|
34
|
|
35
|
Schaeffer MR, Cowan J, Milne KM, Puyat JH, Voduc N, Corrales-Medina V, Lavoie KL, Mulloy A, Chirinos JA, Abdallah SJ, Guenette JA. Cardiorespiratory physiology, exertional symptoms, and psychological burden in post-COVID-19 fatigue. Respir Physiol Neurobiol 2022; 302:103898. [PMID: 35364291 PMCID: PMC8960286 DOI: 10.1016/j.resp.2022.103898] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 02/11/2022] [Accepted: 03/26/2022] [Indexed: 12/14/2022]
Abstract
Fatigue is a common, debilitating, and poorly understood symptom post-COVID-19. We sought to better characterize differences in those with and without post-COVID-19 fatigue using cardiopulmonary exercise testing. Despite elevated dyspnoea intensity ratings, V̇O2peak (ml/kg/min) was the only significant difference in the physiological responses to exercise (19.9 ± 7.1 fatigue vs. 24.4 ± 6.7 ml/kg/min non-fatigue, p = 0.04). Consistent with previous findings, we also observed a higher psychological burden in those with fatigue in the context of similar resting cardiopulmonary function. Our findings suggest that lower cardiorespiratory fitness and/or psychological factors may contribute to post-COVID-19 fatigue symptomology. Further research is needed for rehabilitation and symptom management following SARS-CoV-2 infection.
Collapse
Affiliation(s)
- Michele R Schaeffer
- Department of Physical Therapy, The University of British Columbia, Vancouver, Canada; Centre for Heart Lung Innovation, Providence Research, The University of British Columbia and St. Paul's Hospital, Vancouver, Canada
| | - Juthaporn Cowan
- Department of Medicine, University of Ottawa, Ottawa, Canada; Clinical Epidemiology Program, The Ottawa Hospital Research Institute, Ottawa, Canada; Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Canada
| | - Kathryn M Milne
- Centre for Heart Lung Innovation, Providence Research, The University of British Columbia and St. Paul's Hospital, Vancouver, Canada; Department of Medicine, The University of British Columbia, Vancouver, Canada
| | - Joseph H Puyat
- Centre for Health Evaluation and Outcome Sciences, Providence Research, St. Paul's Hospital, Vancouver, Canada
| | - Nha Voduc
- Department of Medicine, University of Ottawa, Ottawa, Canada
| | | | - Kim L Lavoie
- Montréal Behavioural Medicine Centre, CIUSSS du Nord-de-l'Île-de-Montréal, Montréal, Canada; Department of Psychology, University of Québec at Montréal, Montréal, Canada
| | - Andrew Mulloy
- Department of Medicine, University of Ottawa, Ottawa, Canada
| | - Julio A Chirinos
- Division of Cardiovascular Medicine, University of Pennsylvania, Philadelphia, United States
| | - Sara J Abdallah
- Clinical Epidemiology Program, The Ottawa Hospital Research Institute, Ottawa, Canada
| | - Jordan A Guenette
- Department of Physical Therapy, The University of British Columbia, Vancouver, Canada; Centre for Heart Lung Innovation, Providence Research, The University of British Columbia and St. Paul's Hospital, Vancouver, Canada.
| |
Collapse
|
36
|
Levine LD, Ky B, Chirinos JA, Koshinksi J, Arany Z, Riis V, Elovitz MA, Koelper N, Lewey J. Prospective Evaluation of Cardiovascular Risk 10 Years After a Hypertensive Disorder of Pregnancy. J Am Coll Cardiol 2022; 79:2401-2411. [PMID: 35710191 DOI: 10.1016/j.jacc.2022.03.383] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 03/17/2022] [Accepted: 03/31/2022] [Indexed: 12/27/2022]
Abstract
BACKGROUND Hypertensive disorders of pregnancy (HDP) are associated with increased risk of cardiovascular disease (CVD) 20-30 years later; however, cardiovascular (CV) risk in the decade after HDP is less studied. OBJECTIVES The purpose of this study was to evaluate differences in CV risk factors as well as subclinical CVD among a well-characterized group of racially diverse patients with and without a history of HDP 10 years earlier. METHODS This is a prospective study of patients with and without a diagnosis of HDP ≥10 years earlier (2005-2007) who underwent in-person visits with echocardiography, arterial tonometry, and flow-mediated dilation of the brachial artery. RESULTS A total of 135 patients completed assessments (84 with and 51 without a history of HDP); 85% self-identified as Black. Patients with a history of HDP had a 2.4-fold increased risk of new hypertension compared with those without HDP (56.0% vs. 23.5%; adjusted relative risk: 2.4; 95% CI: 1.39-4.14) with no differences in measures of left ventricular structure, global longitudinal strain, diastolic function, arterial stiffness, or endothelial function. Patients who developed hypertension, regardless of HDP history, had greater left ventricular remodeling, including greater relative wall thickness; worse diastolic function, including lower septal and lateral e' and E/A ratio; more abnormal longitudinal strain; and higher effective arterial elastance than patients without hypertension. CONCLUSIONS We found a 2.4-fold increased risk of hypertension 10 years after HDP. Differences in noninvasive measures of CV risk were driven mostly by the hypertension diagnosis, regardless of HDP history, suggesting that the known long-term risk of CVD after HDP may primarily be a consequence of hypertension development.
Collapse
Affiliation(s)
- Lisa D Levine
- Department of Obstetrics and Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
| | - Bonnie Ky
- Division of Cardiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA; Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Julio A Chirinos
- Division of Cardiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA; Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Jessica Koshinksi
- Division of Cardiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA; Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Zoltan Arany
- Division of Cardiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA; Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Valerie Riis
- Department of Obstetrics and Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Michal A Elovitz
- Department of Obstetrics and Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Nathanael Koelper
- Center for Research on Reproduction and Patient's Health, Department of Obstetrics and Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Jennifer Lewey
- Division of Cardiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| |
Collapse
|
37
|
Affiliation(s)
- Mahesh K Vidula
- Division of Cardiovascular Medicine, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Julio A Chirinos
- Division of Cardiovascular Medicine, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| |
Collapse
|
38
|
Burgess S, Chirinos JA, Damrauer SM, Gill D. Genetically Predicted Pulse Pressure and Risk of Abdominal Aortic Aneurysm: A Mendelian Randomization Analysis. Circ Genom Precis Med 2022; 15:e003575. [PMID: 35522177 PMCID: PMC9213080 DOI: 10.1161/circgen.121.003575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Affiliation(s)
- Stephen Burgess
- Medical Research Council Biostatistics Unit, Cambridge Institute of Public Health, United Kingdom (S.B.)
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, United Kingdom (S.B.)
| | - Julio A. Chirinos
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, University of Pennsylvania Perelman School of Medicine, Philadelphia (J.A.C.)
- Departments of Surgery and Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (J.A.C., S.M.D.)
| | - Scott M. Damrauer
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA (S.M.D.)
| | - Dipender Gill
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London (D.G.)
- Clinical Pharmacology Group, St George’s University Hospitals NHS Foundation Trust (D.G.)
- Clinical Pharmacology and Therapeutics Section, Institute for Infection and Immunity, St George’s, University of London (D.G.)
- Novo Nordisk Research Centre Oxford, United Kingdom (D.G.)
| |
Collapse
|
39
|
Armstrong MK, Chirinos JA, Kapuku GK, Pierce GL. Pressure Only Wave Separation Pulsatile Hemodynamics in Adolescents: Accuracy and Associations with Left Ventricular Mass Index. FASEB J 2022. [DOI: 10.1096/fasebj.2022.36.s1.r4080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
| | | | | | - Gary L. Pierce
- Department of Health and Human PhysiologyUniversity of IowaIowa CityIA
| |
Collapse
|
40
|
Vidula MK, Akers S, Ansari BA, Kim J, Kumar AA, Tamvada D, Satija V, Mohan-Rao Vanjarapu J, Jehangir Q, Magro C, Qian C, Chirinos JA. Increased Dephospho-uncarboxylated Matrix Gla-Protein Is Associated With Lower Axial Skeletal Muscle Mass in Patients With Hypertension. Am J Hypertens 2022; 35:393-396. [PMID: 35511478 PMCID: PMC9088841 DOI: 10.1093/ajh/hpab190] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 12/08/2021] [Accepted: 04/26/2022] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Matrix Gla-protein (MGP) is a well-established inhibitor of vascular calcification that is activated by vitamin K-dependent carboxylation. In the setting of vitamin K2 deficiency, dephospho-uncarboxylated MGP (dpucMGP) levels increase, and have been associated with large artery stiffening. Vitamin K2 is also a mitochondrial electron carrier in muscle, but the relationship of vitamin K2 deficiency and dpucMGP with muscle mass is not well understood. We therefore aimed to examine the association of vitamin K2 deficiency and dpucMGP with skeletal muscle mass in patients with hypertension. METHODS We studied 155 hypertensive adults without heart failure. Axial skeletal muscle mass was measured using magnetic resonance imaging from axial steady-state free precession images. DpucMGP was measured with ELISA. Carotid-femoral pulse wave velocity (CF-PWV) was measured from high-fidelity arterial tonometry recordings. RESULTS We found an inverse relationship between dpucMGP levels and axial muscle mass, with progressively rising dpucMGP levels correlating with decreasing axial muscle mass. In an unadjusted linear regression model, correlates of dpucMGP included axial skeletal muscle area factor (β = -0.32; P < 0.0001) and CF-PWV (β = 0.31; P = 0.0008). In adjusted analyses, independent correlates of dpucMGP included axial skeletal muscle area factor (β = -0.30; P = 0.0003) and CF-PWV (β = 0.20; P = 0.019). CONCLUSIONS In hypertensive adults, dpucMGP is independently associated with lower axial muscle mass, in addition to increased large artery stiffness. Further studies are required to investigate the role of vitamin K supplementation in this population.
Collapse
Affiliation(s)
- Mahesh K Vidula
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Scott Akers
- Department of Radiology, Corporal Michael J. Crescenz VAMC, Philadelphia, Pennsylvania, USA
| | - Bilal A Ansari
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jessica Kim
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Anupam A Kumar
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Dheera Tamvada
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Vaibhav Satija
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Qasim Jehangir
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Caroline Magro
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Chenao Qian
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | |
Collapse
|
41
|
Budoff MJ, Alpert B, Chirinos JA, Fernhall B, Hamburg N, Kario K, Kullo I, Matsushita K, Miyoshi T, Tanaka H, Townsend R, Valensi P. Clinical Applications Measuring Arterial Stiffness: An Expert Consensus for the Application of Cardio-Ankle Vascular Index. Am J Hypertens 2022; 35:441-453. [PMID: 34791038 PMCID: PMC9088840 DOI: 10.1093/ajh/hpab178] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 11/03/2021] [Accepted: 11/11/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND The purpose of this document is to provide clinicians with guidance, using expert consensus, to help summarize evidence and offer practical recommendations. METHODS Expert Consensus Documents are intended to provide guidance for clinicians in areas in which there are no clinical practice guidelines, especially for new and evolving tests such as arterial stiffness measurements, until any formal guidelines are released. RESULTS This expert consensus document is intended as a source of information for decision-making and to guide clinician-patient discussions in various clinical scenarios. CONCLUSIONS The goal is to help clinicians and patients make a more informed decision together.
Collapse
Affiliation(s)
- Matthew J Budoff
- Department of Medicine, Lundquist Institute at Harbor-UCLA, Torrance, California, USA
| | - Bruce Alpert
- Department of Medicine, University of Tennessee Medical Group, Memphis, Tennessee, USA
| | - Julio A Chirinos
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Bo Fernhall
- Department of Medicine, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Naomi Hamburg
- Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Kazuomi Kario
- Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
| | - Iftikhar Kullo
- Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Kunihiro Matsushita
- Department of Medicine, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Toru Miyoshi
- Department of Medicine, Okayama University, Okayama, Japan
| | - Hirofumi Tanaka
- Department of Medicine, The University of Texas at Austin, Austin, Texas, USA
| | - Ray Townsend
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Paul Valensi
- Unit of Endocrinology-Diabetology-Nutrition, Department of Medicine, Jean Verdier Hospital, AP-HP, Paris 13 University, Sorbonne Paris Cité, CRNH-IdF, CINFO, Bondy, France
| |
Collapse
|
42
|
Spronck B, Obeid MJ, Paravathaneni M, Gadela NV, Singh G, Magro CA, Kulkarni V, Kondaveety S, Gade KC, Bhuva R, Kulick-Soper CM, Sanchez N, Akers S, Chirinos JA. Predictive Ability of Pressure-Corrected Arterial Stiffness Indices: Comparison of Pulse Wave Velocity, Cardio-Ankle Vascular Index (CAVI), and CAVI0. Am J Hypertens 2022; 35:272-280. [PMID: 34664629 PMCID: PMC8903891 DOI: 10.1093/ajh/hpab168] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 10/05/2021] [Accepted: 10/15/2021] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Pulse wave velocity (PWV) is blood pressure (BP) dependent, leading to the development of the BP-corrected metrics cardio-ankle vascular index (CAVI) and CAVI0. We aimed to assess risk prediction by heart-to-ankle PWV (haPWV), CAVI, and CAVI0 in a US population. METHODS We included 154 subjects (94.8% male; 47.7% African American) with and without heart failure (HF). Left and right haPWV, CAVI, and CAVI0 were measured with the VaSera 1500N device. We prospectively followed participants for a mean of 2.56 years for the composite endpoint death or HF-related hospital admission (DHFA). RESULTS Left and right haPWV, CAVI, and CAVI0 values did not differ significantly. In unadjusted analyses, haPWV (left standardized hazard ratio [HR] = 1.51, P = 0.007; right HR = 1.66, P = 0.003), CAVI (left HR = 1.45, P = 0.012; right HR = 1.58, P = 0.006), and CAVI0 (left HR = 1.39, P = 0.022; right HR = 1.44, P = 0.014) significantly predicted DHFA. Predictive ability showed a decreasing trend from haPWV to CAVI to CAVI0; in line with the increasing amount of BP correction in these metrics. In Cox models, right-sided metrics showed a trend toward stronger predictive ability than left-sided metrics. After adjustment for baseline HF status, the Meta-Analysis Global Group in Chronic Heart Failure (MAGGIC) risk score, and systolic BP, right haPWV (HR = 1.58, P = 0.025) and CAVI (HR = 1.44, P = 0.044), but no other stiffness metrics, remained predictive. CONCLUSIONS Although conceptually attractive, BP-corrected arterial stiffness metrics do not offer better prediction of DHFA than conventional arterial stiffness metrics, nor do they predict DHFA independently of systolic BP. Our findings support PWV as the primary arterial stiffness metric for outcome prediction.
Collapse
Affiliation(s)
- Bart Spronck
- Department of Biomedical Engineering, School of Engineering & Applied Science, Yale University, New Haven, Connecticut, USA
- Department of Biomedical Engineering, CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Mary Jo Obeid
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Mahati Paravathaneni
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Naga Vaishnavi Gadela
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Gurpreet Singh
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Rowan University School of Osteopathic Medicine, Stratford, New Jersey, USA
| | - Caroline A Magro
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Varsha Kulkarni
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Soumya Kondaveety
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Keerthi Chandrika Gade
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Rushik Bhuva
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Colin M Kulick-Soper
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Rowan University School of Osteopathic Medicine, Stratford, New Jersey, USA
| | - Nicolas Sanchez
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Scott Akers
- Departments of Medicine and Radiology, Philadelphia VA Medical Center, Philadelphia, Pennsylvania, USA
| | - Julio A Chirinos
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Departments of Medicine and Radiology, Philadelphia VA Medical Center, Philadelphia, Pennsylvania, USA
- Cardiovascular Division and Center for Magnetic Resonance and Optical Imaging, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| |
Collapse
|
43
|
Chirinos JA. Matrix GIa Protein, Large Artery Stiffness, and the Risk of Heart Failure With Preserved Ejection Fraction. Arterioscler Thromb Vasc Biol 2022; 42:223-226. [PMID: 34965735 PMCID: PMC8792235 DOI: 10.1161/atvbaha.121.317206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Julio A. Chirinos
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Hospital of the University of Pennsylvania and Perelman Center for Advanced Medicine, Philadelphia, PA, USA
| |
Collapse
|
44
|
Vidula MK, Chirinos JA. Adverse cardiac remodelling: discerning the normal from the pathologic using ethnic-specific echocardiographic thresholds. Eur Heart J Cardiovasc Imaging 2022; 23:175-176. [PMID: 34792126 PMCID: PMC8788011 DOI: 10.1093/ehjci/jeab246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- Mahesh K Vidula
- Division of Cardiovascular Medicine, Department of Medicine, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, USA
| | - Julio A Chirinos
- Division of Cardiovascular Medicine, Department of Medicine, Hospital of the University of Pennsylvania, 3400 Spruce Street, Philadelphia, PA 19104, USA
- University of Pennsylvania Perelman School of Medicine, 3400 Civic Center Blvd, Philadelphia, PA 19104, USA
| |
Collapse
|
45
|
Selvaraj S, Seidelmann SB, Soni M, Bhattaru A, Margulies KB, Shah SH, Dugyala S, Qian C, Pryma DA, Arany Z, Kelly DP, Chirinos JA, Bravo PE. OUP accepted manuscript. Eur Heart J Cardiovasc Imaging 2022; 23:1690-1697. [PMID: 35366303 PMCID: PMC9671293 DOI: 10.1093/ehjci/jeac031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 02/02/2022] [Indexed: 11/12/2022] Open
Abstract
AIMS The ketogenic diet (KD) is standard-of-care to achieve myocardial glucose suppression (MGS) for assessing inflammation using fluorine-18 fluorodeoxyglucose-positron emission tomography (FDG-PET). As KD protocols remain highly variable between centres (including estimation of nutrient intake by dietary logs for adequacy of dietary preparation), we aimed to assess the predictive utility of nutrient intake in achieving MGS. METHODS AND RESULTS Nineteen healthy participants underwent short-term KD, with FDG-PET performed after 1 and 3 days of KD (goal carbohydrate intake <20 g/day). Nutrient consumption was estimated from dietary logs using nutrition research software. The area under receiver operating characteristics (AUROC) of macronutrients (carbohydrate, fat, and protein intake) for predicting MGS was analysed. The association between 133 nutrients and 4 biomarkers [beta-hydroxybutyrate (BHB), non-esterified fatty acids, insulin, and glucagon] with myocardial glucose uptake was assessed using mixed effects regression with false discovery rate (FDR) correction. Median (25th-75th percentile) age was 29 (25-34) years, 47% were women, and 42% were non-white. Median (25th-75th percentile) carbohydrate intake (g) was 18.7 (13.1-30.7), 16.9 (10.4-28.7), and 21.1 (16.6-29.0) on Days 1-3. No macronutrient intake (carbohydrate, fat, or protein) predicted MGS (c-statistic 0.45, 0.53, 0.47, respectively). Of 133 nutrients and 4 biomarkers, only BHB was associated with myocardial glucose uptake after FDR correction (corrected P-value 0.003). CONCLUSIONS During highly supervised, short-term KD, approximately half of patients meet strict carbohydrate goals. Yet, in healthy volunteers, dietary review does not provide reassurance for adequacy of myocardial preparation since no clear thresholds for carbohydrate or fat intake reliably predict MGS.
Collapse
Affiliation(s)
- Senthil Selvaraj
- Division of Cardiology, Department of Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
- Cardiovascular Institute, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
| | - Sara B Seidelmann
- Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Meshal Soni
- Division of Cardiology, Department of Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
| | - Abhijit Bhattaru
- Division of Cardiology, Department of Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
- Division of Nuclear Medicine, Department of Radiology, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
| | - Kenneth B Margulies
- Division of Cardiology, Department of Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
- Cardiovascular Institute, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
| | - Svati H Shah
- Division of Cardiology, Department of Medicine, Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC, USA
| | - Supritha Dugyala
- Division of Nuclear Medicine, Department of Radiology, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
| | - Chenao Qian
- Division of Cardiology, Department of Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel A Pryma
- Division of Nuclear Medicine, Department of Radiology, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
| | - Zolt Arany
- Division of Cardiology, Department of Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
- Cardiovascular Institute, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel P Kelly
- Cardiovascular Institute, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
| | - Julio A Chirinos
- Division of Cardiology, Department of Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
| | - Paco E Bravo
- Corresponding author. Tel: +1 215 220 9494. E-mail:
| |
Collapse
|
46
|
Imayama I, Gupta A, Yen PS, Chen YF, Keenan B, Townsend RR, Chirinos JA, Weaver FM, Carley DW, Kuna ST, Prasad B. Socioeconomic status impacts blood pressure response to positive airway pressure treatment. J Clin Sleep Med 2021; 18:1287-1295. [PMID: 34931603 PMCID: PMC9059597 DOI: 10.5664/jcsm.9844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES Positive airway pressure (PAP) treatment of obstructive sleep apnea (OSA) reduces blood pressure (BP). Retrospective data suggest that African Americans (AA), a group at high-risk for hypertensive organ dysfunction, may have a greater BP response to PAP therapy than European Americans (EA). We examined the difference in 24-hour BP response to three months of PAP treatment between AA and EA. METHODS Participants (N=259, 161 AA and 98 EA) with apnea-hypopnea index (AHI) ≥15/hour from two prospective cohorts were included. T-tests and multiple linear regression were used to examine BP outcomes in AA vs. EA, adjusting for PAP adherence, socioeconomic status (SES), and baseline characteristics. RESULTS Participants were middle-aged (mean ± standard deviation, 53.8±9.3 years), 86% (227) men, AHI 35.6±19.2/hour, and PAP adherence of 3.36±2.24 hours/day. The reductions in 24-hour systolic and diastolic BP (mm Hg) were not different in AA vs. EA (systolic=-1.13±12.1 vs. -0.61±12.8, p=0.80 and diastolic=-0.74±7.9 vs. -0.80±7.4, p=0.96), and race was not a predictor of 24-hour systolic or diastolic BP reduction (p=0.75 and 0.54). SES and PAP adherence demonstrated a significant interaction; low SES was associated with an increase in 24-hour systolic BP (β=19.3, p=0.03) in the absence of PAP use but a greater reduction in 24-hour systolic BP with higher PAP adherence (β=-3.96, p=0.03). CONCLUSIONS 24-hour BP response to PAP treatment is similar in AA and EA. Adherence to PAP treatment is more effective in improving 24-hour systolic BP in those with low SES. The study was a clinical trial. Clinical Trial Registration: NCT01960465 and NCT01578031.
Collapse
Affiliation(s)
- Ikuyo Imayama
- Division of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, University of Illinois at Chicago, Chicago, IL
| | - Ahana Gupta
- GPPA Medical Scholars Program, University of Illinois at Chicago, Chicago, IL
| | - Pei-Shan Yen
- Division of Epidemiology & Biostatistics, School of Public Health, University of Illinois at Chicago, Chicago, IL
| | - Yi-Fan Chen
- Biostatistics Core, Center for Clinical and Translational Science, University of Illinois at Chicago, Chicago, IL
| | - Brendan Keenan
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Raymond R Townsend
- Division of Nephrology, Department of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Julio A Chirinos
- Division of Cardiology, Department of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Frances M Weaver
- Center of Innovation for Complex Chronic Health Care (CINCCH), Hines VA, Hines, IL and Parkinson School of Health Sciences and Public Health, Loyola University, Chicago, IL
| | - David W Carley
- Department of Biobehavioral Health Science, University of Illinois at Chicago, Chicago, IL
| | - Samuel T Kuna
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA.,Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA
| | - Bharati Prasad
- Division of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, University of Illinois at Chicago, Chicago, IL.,Department of Medicine, Jesse Brown VA Medical Center, Chicago, IL
| |
Collapse
|
47
|
Boden K, Sandner P, Roessig L, Vogel J, Chirinos JA, Mondritzki T. Vericiguat Improves Aortic Wave Reflection Parameters in a New Preclinical Model of Hypertension. Circ Heart Fail 2021; 15:e008735. [PMID: 34865523 DOI: 10.1161/circheartfailure.121.008735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Katharina Boden
- Bayer AG, Wuppertal, Germany (K.B., P.S., L.R., J.V., T.M.)
- University of Witten/Herdecke, Germany (K.B., J.V., T.M.)
| | - Peter Sandner
- Bayer AG, Wuppertal, Germany (K.B., P.S., L.R., J.V., T.M.)
- Hannover Medical School, Germany (P.S.)
| | - Lothar Roessig
- Bayer AG, Wuppertal, Germany (K.B., P.S., L.R., J.V., T.M.)
| | - Julia Vogel
- Bayer AG, Wuppertal, Germany (K.B., P.S., L.R., J.V., T.M.)
- University of Witten/Herdecke, Germany (K.B., J.V., T.M.)
- University of Duisburg-Essen, Germany (J.V.)
| | - Julio A Chirinos
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia (J.A.C.)
| | - Thomas Mondritzki
- Bayer AG, Wuppertal, Germany (K.B., P.S., L.R., J.V., T.M.)
- University of Witten/Herdecke, Germany (K.B., J.V., T.M.)
| |
Collapse
|
48
|
Goodman R, Chirinos JA, Ky B, Mazurek JA, Smith KA, Palevsky HI, Fritz JS, Pugliese SC, Kawut SM, Al-Naamani N. Systemic arterial properties in pulmonary hypertension. Pulm Circ 2021; 11:20458940211055684. [PMID: 34804490 PMCID: PMC8597072 DOI: 10.1177/20458940211055684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Randi Goodman
- Division of Pulmonary, Allergy and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| | - Julio A Chirinos
- Division of Cardiovascular Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Bonnie Ky
- Division of Cardiovascular Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jeremy A Mazurek
- Division of Cardiovascular Medicine, Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kerri Akaya Smith
- Division of Pulmonary, Allergy and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| | - Harold I Palevsky
- Division of Pulmonary, Allergy and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| | - Jason S Fritz
- Division of Pulmonary, Allergy and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| | - Steven C Pugliese
- Division of Pulmonary, Allergy and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| | - Steven M Kawut
- Division of Pulmonary, Allergy and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| | - Nadine Al-Naamani
- Division of Pulmonary, Allergy and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
49
|
Vidula MK, Orlenko A, Zhao L, Salvador L, Small AM, Horton E, Cohen JB, Adusumalli S, Denduluri S, Kobayashi T, Hyman M, Fiorilli P, Magro C, Singh B, Pourmussa B, Greczylo C, Basso M, Ebert C, Yarde M, Li Z, Cvijic ME, Wang Z, Walsh A, Maranville J, Kick E, Luettgen J, Adam L, Schafer P, Ramirez-Valle F, Seiffert D, Moore JH, Gordon D, Chirinos JA. Plasma biomarkers associated with adverse outcomes in patients with calcific aortic stenosis. Eur J Heart Fail 2021; 23:2021-2032. [PMID: 34632675 DOI: 10.1002/ejhf.2361] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 09/29/2021] [Accepted: 10/06/2021] [Indexed: 12/25/2022] Open
Abstract
AIMS Enhanced risk stratification of patients with aortic stenosis (AS) is necessary to identify patients at high risk for adverse outcomes, and may allow for better management of patient subgroups at high risk of myocardial damage. The objective of this study was to identify plasma biomarkers and multimarker profiles associated with adverse outcomes in AS. METHODS AND RESULTS We studied 708 patients with calcific AS and measured 49 biomarkers using a Luminex platform. We studied the correlation between biomarkers and the risk of (i) death and (ii) death or heart failure-related hospital admission (DHFA). We also utilized machine-learning methods (a tree-based pipeline optimizer platform) to develop multimarker models associated with the risk of death and DHFA. In this cohort with a median follow-up of 2.8 years, multiple biomarkers were significantly predictive of death in analyses adjusted for clinical confounders, including tumour necrosis factor (TNF)-α [hazard ratio (HR) 1.28, P < 0.0001], TNF receptor 1 (TNFRSF1A; HR 1.38, P < 0.0001), fibroblast growth factor (FGF)-23 (HR 1.22, P < 0.0001), N-terminal pro B-type natriuretic peptide (NT-proBNP) (HR 1.58, P < 0.0001), matrix metalloproteinase-7 (HR 1.24, P = 0.0002), syndecan-1 (HR 1.27, P = 0.0002), suppression of tumorigenicity-2 (ST2) (IL1RL1; HR 1.22, P = 0.0002), interleukin (IL)-8 (CXCL8; HR 1.22, P = 0.0005), pentraxin (PTX)-3 (HR 1.17, P = 0.001), neutrophil gelatinase-associated lipocalin (LCN2; HR 1.18, P < 0.0001), osteoprotegerin (OPG) (TNFRSF11B; HR 1.26, P = 0.0002), and endostatin (COL18A1; HR 1.28, P = 0.0012). Several biomarkers were also significantly predictive of DHFA in adjusted analyses including FGF-23 (HR 1.36, P < 0.0001), TNF-α (HR 1.26, P < 0.0001), TNFR1 (HR 1.34, P < 0.0001), angiopoietin-2 (HR 1.26, P < 0.0001), syndecan-1 (HR 1.23, P = 0.0006), ST2 (HR 1.27, P < 0.0001), IL-8 (HR 1.18, P = 0.0009), PTX-3 (HR 1.18, P = 0.0002), OPG (HR 1.20, P = 0.0013), and NT-proBNP (HR 1.63, P < 0.0001). Machine-learning multimarker models were strongly associated with adverse outcomes (mean 1-year probability of death of 0%, 2%, and 60%; mean 1-year probability of DHFA of 0%, 4%, 97%; P < 0.0001). In these models, IL-6 (a biomarker of inflammation) and FGF-23 (a biomarker of calcification) emerged as the biomarkers of highest importance. CONCLUSIONS Plasma biomarkers are strongly associated with the risk of adverse outcomes in patients with AS. Biomarkers of inflammation and calcification were most strongly related to prognosis.
Collapse
Affiliation(s)
- Mahesh K Vidula
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Alena Orlenko
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Lei Zhao
- Bristol Myers Squibb Company, Lawrenceville, NJ, USA
| | - Lisa Salvador
- Bristol Myers Squibb Company, Lawrenceville, NJ, USA
| | - Aeron M Small
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Edward Horton
- Department of Internal Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Jordana B Cohen
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Srinath Adusumalli
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Srinivas Denduluri
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Taisei Kobayashi
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Matthew Hyman
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Paul Fiorilli
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Caroline Magro
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Bibi Singh
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Bianca Pourmussa
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Candy Greczylo
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Michael Basso
- Bristol Myers Squibb Company, Lawrenceville, NJ, USA
| | | | - Melissa Yarde
- Bristol Myers Squibb Company, Lawrenceville, NJ, USA
| | - Zhuyin Li
- Bristol Myers Squibb Company, Lawrenceville, NJ, USA
| | | | - Zhaoqing Wang
- Bristol Myers Squibb Company, Lawrenceville, NJ, USA
| | - Alice Walsh
- Bristol Myers Squibb Company, Lawrenceville, NJ, USA
| | | | - Ellen Kick
- Bristol Myers Squibb Company, Lawrenceville, NJ, USA
| | | | - Leonard Adam
- Bristol Myers Squibb Company, Lawrenceville, NJ, USA
| | - Peter Schafer
- Bristol Myers Squibb Company, Lawrenceville, NJ, USA
| | | | | | - Jason H Moore
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - David Gordon
- Bristol Myers Squibb Company, Lawrenceville, NJ, USA
| | - Julio A Chirinos
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA.,University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| |
Collapse
|
50
|
Pandey A, Shah SJ, Butler J, Kellogg DL, Lewis GD, Forman DE, Mentz RJ, Borlaug BA, Simon MA, Chirinos JA, Fielding RA, Volpi E, Molina AJA, Haykowsky MJ, Sam F, Goodpaster BH, Bertoni AG, Justice JN, White JP, Ding J, Hummel SL, LeBrasseur NK, Taffet GE, Pipinos II, Kitzman D. Exercise Intolerance in Older Adults With Heart Failure With Preserved Ejection Fraction: JACC State-of-the-Art Review. J Am Coll Cardiol 2021; 78:1166-1187. [PMID: 34503685 PMCID: PMC8525886 DOI: 10.1016/j.jacc.2021.07.014] [Citation(s) in RCA: 72] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 07/09/2021] [Accepted: 07/13/2021] [Indexed: 12/16/2022]
Abstract
Exercise intolerance (EI) is the primary manifestation of chronic heart failure with preserved ejection fraction (HFpEF), the most common form of heart failure among older individuals. The recent recognition that HFpEF is likely a systemic, multiorgan disorder that shares characteristics with other common, difficult-to-treat, aging-related disorders suggests that novel insights may be gained from combining knowledge and concepts from aging and cardiovascular disease disciplines. This state-of-the-art review is based on the outcomes of a National Institute of Aging-sponsored working group meeting on aging and EI in HFpEF. We discuss aging-related and extracardiac contributors to EI in HFpEF and provide the rationale for a transdisciplinary, "gero-centric" approach to advance our understanding of EI in HFpEF and identify promising new therapeutic targets. We also provide a framework for prioritizing future research, including developing a uniform, comprehensive approach to phenotypic characterization of HFpEF, elucidating key geroscience targets for treatment, and conducting proof-of-concept trials to modify these targets.
Collapse
Affiliation(s)
- Ambarish Pandey
- University of Texas Southwestern Medical Center, Dallas, Texas, USA. https://twitter.com/ambarish4786
| | - Sanjiv J Shah
- Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Javed Butler
- University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Dean L Kellogg
- University of Texas Health Science Center and GRECC, South Texas Veterans Affairs Health System, San Antonio, Texas, USA
| | | | - Daniel E Forman
- University of Pittsburgh and VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Robert J Mentz
- Duke Clinical Research Center, Durham, North Carolina, USA
| | | | - Marc A Simon
- University of Pittsburgh and VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | | | | | - Elena Volpi
- University of Texas Medical Branch at Galveston, Galveston, Texas, USA
| | | | | | - Flora Sam
- Boston University School of Medicine, Boston, Massachusetts, USA
| | - Bret H Goodpaster
- Advent Health Translational Research Institute, Orlando, Florida, USA
| | - Alain G Bertoni
- Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Jamie N Justice
- Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | | | - Jingzhone Ding
- Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Scott L Hummel
- University of Michigan and the VA Ann Arbor Health System, Ann Arbor, Michigan, USA
| | | | | | | | - Dalane Kitzman
- Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.
| |
Collapse
|