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Ishikawa G, Peng X, McGovern J, Ghincea A, Woo S, Okuno D, Yu S, Lee CJ, Liu A, Saber T, Hu B, Sun Y, Sun H, Jumaily KA, Feghali-Bostwick C, Sumida TS, Sauler M, Ryu C, Herzog EL. A Nerve-Fibroblast Axis in Mammalian Lung Fibrosis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.09.611003. [PMID: 39314391 PMCID: PMC11418994 DOI: 10.1101/2024.09.09.611003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Tissue fibrosis contributes to pathology in vital organs including the lung. Curative therapies are scant. Myofibroblasts, pivotal effector cells in tissue fibrosis, accumulate via incompletely understood interactions with their microenvironment. In an investigative platform grounded in experimental lung biology, we find that sympathetic innervation stimulates fibrotic remodeling via noradrenergic α1-adrenergic receptor engagement in myofibroblasts. We demonstrate the anti-fibrotic potential of targeted sympathetic denervation and pharmacological disruption of noradrenergic neurotransmitter functions mediated by α1-adrenoreceptors (α1-ARs). Using the α1-adrenoreceptor subtype D as a representative α1-AR, we discover direct noradrenergic input from sympathetic nerves to lung myofibroblasts utilizing established mouse models, genetic denervation, pharmacologic interventions, a newly invented transgenic mouse line, advanced tissue mimetics, and samples from patients with diverse forms of pulmonary fibrosis. The discovery of this previously unappreciated nerve-fibroblast axis in the lung demonstrates the crucial contribution of nerves to tissue repair and heralds a novel paradigm in fibrosis research.
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Affiliation(s)
- Genta Ishikawa
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Xueyan Peng
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - John McGovern
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Alexander Ghincea
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Samuel Woo
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Daisuke Okuno
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Sheeline Yu
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Chris J. Lee
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Angela Liu
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Tina Saber
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Buqu Hu
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Ying Sun
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Huanxing Sun
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Karam Al Jumaily
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Carol Feghali-Bostwick
- Department of Medicine, Division of Rheumatology and Immunology, Medical University of South Carolina, SC, USA
| | - Tomokazu S. Sumida
- Department of Neurology, School of Medicine, Yale University, New Haven, CT, USA
| | - Maor Sauler
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Changwan Ryu
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
| | - Erica L. Herzog
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, School of Medicine, Yale University, New Haven, CT, USA
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
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2
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Shaban RA, Abdulgalil AE, Bahie A. Post-COVID anxiety, depression, and quality of life among Egyptian hemodialysis patients. Ther Apher Dial 2024; 28:608-619. [PMID: 38629237 DOI: 10.1111/1744-9987.14128] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 12/30/2023] [Accepted: 04/01/2024] [Indexed: 07/05/2024]
Abstract
INTRODUCTION This study examined the impact of Coronavirus disease 2019 on anxiety, depression, and health-related quality of life (HRQOL) among Egyptian hemodialysis (HD) patients. METHODS This multicenter cross-sectional study was carried out in Egypt in the years 2021-2022, where 300 HD patients from four HD centers were allocated into two groups: post-COVID and non-COVID. The Hospital Anxiety and Depression Scale (HADS) and the Kidney Disease QOL-36 questionnaire were used to assess anxiety, depression, and QOL of the included patients. RESULTS In the post-COVID group, abnormal and borderline cases of anxiety and depression were detected in 38.6% and 62.5% of patients, respectively, with no statistically significant difference between both groups. The post-COVID group showed higher work status and lower sexual and physical functioning, which correlated negatively with anxiety and depression scores. CONCLUSION Past-COVID infection did not influence depression and anxiety symptoms in HD patients. Sexual and physical functioning were more affected among COVID-survivors.
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Affiliation(s)
| | - Ahmed E Abdulgalil
- Mansoura Nephrology and Dialysis Unit, Internal Medicine Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Ahmed Bahie
- Mansoura Nephrology and Dialysis Unit, Internal Medicine Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt
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Antoniou T, McCormack D, Tadrous M, Gomes T. Alpha-1 adrenergic antagonists and the risk of hospitalization or death in non-hospitalized patients with COVID-19: A population-based study. Fundam Clin Pharmacol 2024. [PMID: 38575851 DOI: 10.1111/fcp.13004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 01/29/2024] [Accepted: 03/07/2024] [Indexed: 04/06/2024]
Abstract
BACKGROUND Alpha-1 receptor antagonists may interfere with IL-6 signaling and could therefore be a potential treatment for COVID-19. However, the effectiveness of these drugs in mitigating the risk of clinical deterioration among non-hospitalized patients with COVID-19 is unknown. OBJECTIVES The aim of this study is to examine the association between alpha-1 antagonist exposure and the 30-day risk of a hospital encounter or death in nonhospitalized patients with COVID-19. METHODS We conducted a population-based cohort study of Ontario residents aged 35 years and older who were eligible for public drug coverage and who had a positive test for SARS-CoV-2 between January 1, 2020, and March 1, 2021. We matched each individual receiving an alpha-1 antagonist at the time of their positive test with two non-exposed individuals using propensity scores. Our outcome was a composite of a hospital admission, emergency department visit, or death, 1 to 30 days following the positive test. RESULTS We matched 3289 alpha-1 antagonist exposed patients to 6189 unexposed patients. Overall, there was no difference in the 30-day risk of the primary outcome among patients exposed to alpha-1 antagonists at the time of their diagnosis relative to unexposed individuals (28.8% vs. 28.0%; OR 1.00, 95% CI 0.91 to 1.11). In a secondary analysis, individuals exposed to alpha-1 antagonists had a lower risk of death in the 30 days following a COVID diagnosis (OR 0.79; 95% CI 0.66 to 0.93). CONCLUSION Alpha-1 antagonists did not mitigate the 30-day risk of clinical deterioration in non-hospitalized patients with COVID-19. Our findings do not support the general repurposing of alpha-1 antagonists as a treatment for such patients, although there may be subgroups of patients in whom further research is warranted.
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Affiliation(s)
- Tony Antoniou
- Department of Family and Community Medicine, Unity Health Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Daniel McCormack
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Mina Tadrous
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
- Women's College Research Institute, Toronto, Ontario, Canada
| | - Tara Gomes
- Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
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Xiong R, Koenecke A, Powell M, Shen Z, Vogelstein JT, Athey S. Federated causal inference in heterogeneous observational data. Stat Med 2023; 42:4418-4439. [PMID: 37553084 DOI: 10.1002/sim.9868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Revised: 04/02/2023] [Accepted: 07/14/2023] [Indexed: 08/10/2023]
Abstract
We are interested in estimating the effect of a treatment applied to individuals at multiple sites, where data is stored locally for each site. Due to privacy constraints, individual-level data cannot be shared across sites; the sites may also have heterogeneous populations and treatment assignment mechanisms. Motivated by these considerations, we develop federated methods to draw inferences on the average treatment effects of combined data across sites. Our methods first compute summary statistics locally using propensity scores and then aggregate these statistics across sites to obtain point and variance estimators of average treatment effects. We show that these estimators are consistent and asymptotically normal. To achieve these asymptotic properties, we find that the aggregation schemes need to account for the heterogeneity in treatment assignments and in outcomes across sites. We demonstrate the validity of our federated methods through a comparative study of two large medical claims databases.
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Affiliation(s)
- Ruoxuan Xiong
- Department of Quantitative Theory and Methods, Emory University, Atlanta, Georgia, USA
| | - Allison Koenecke
- Department of Information Science, Cornell University, Ithaca, New York, USA
| | - Michael Powell
- Department of Mathematical Sciences, United States Military Academy, West Point, New York, USA
| | - Zhu Shen
- Department of Biostatistics, Harvard University, Cambridge, Massachusetts, USA
| | - Joshua T Vogelstein
- Department of Biomedical Engineering, Institute for Computational Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Susan Athey
- Graduate School of Business, Stanford University, Stanford, California, USA
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Graham DJ, Izurieta HS, Zhang D, Avagyan A, Lyu H, Wiederhorn R, Lu Y, Mosholder AD, Smith ER, Zhao Y, Shangguan S, Tsai HT, Pennap D, Sandhu AT, Wernecke M, MaCurdy TE, Kelman JA, Forshee RA. Risk of Severe COVID-19 in Prevalent Users of Alpha-1 Adrenergic Receptor Antagonists: A National Case-Control Study of Medicare Beneficiaries. Am J Med 2023; 136:1018-1025.e3. [PMID: 37454868 DOI: 10.1016/j.amjmed.2023.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 07/03/2023] [Accepted: 07/03/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND Alpha-1 adrenergic receptor antagonists prevent cytokine storm in mouse sepsis models. This led to the hypothesis that alpha-1 blockers may prevent severe coronavirus disease 2019 (COVID-19), which is characterized by hypercytokinemia and progressive respiratory failure. METHODS We performed an observational case-control study in male Medicare beneficiaries aged 65 years or older, with or without benign prostatic hyperplasia (BPH), and treated with alpha-1 receptor blockers or 5-alpha reductase inhibitors. Adjusted odds ratios (aOR) and 95% confidence intervals (CI) were estimated for outcomes of uncomplicated and severe COVID-19 hospitalization (intensive care unit admission, invasive mechanical ventilation, or death). RESULTS There were 20,963 cases of hospitalized COVID-19 matched to 101,161 controls on calendar date and neighborhood of residence. In the primary analysis (males with BPH), there was no difference in risk of uncomplicated COVID-19 hospitalization (aOR 1.08, 95% CI 0.996-1.17) or hospitalization with severe complications (aOR 0.97, 95% CI 0.88-1.08). In the secondary analysis (males with or without BPH), the corresponding aORs were 1.02 (95% CI, 0.96-1.09) (uncomplicated) and 0.99 (95% CI, 0.91-1.07) (complicated), respectively. Subgroup and sensitivity analyses yielded similar results. Of note, there was no difference in risk of severe COVID-19 hospitalization when comparing non-selective vs selective alpha-1 blocker use (aOR 0.98, 95% CI 0.86-1.10), higher- vs lower-dose alpha-1 blocker use (aOR 0.96, 95% CI 0.86-1.08), or current vs remote alpha-1 blocker use (aOR 1.04, 95% CI 0.91-1.18). CONCLUSIONS Prevalent use of alpha-1 receptor blockers was not associated with a protective or harmful effect on risk of uncomplicated or severe hospitalized COVID-19.
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Affiliation(s)
- David J Graham
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Md.
| | - Hector S Izurieta
- Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Md
| | - Di Zhang
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Md
| | | | | | - Roger Wiederhorn
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Md
| | - Yun Lu
- Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Md
| | - Andrew D Mosholder
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Md
| | | | - Yueqin Zhao
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Md
| | | | - Huei-Ting Tsai
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Md
| | - Dinci Pennap
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Md
| | - Alexander T Sandhu
- Acumen, LLC; Division of Cardiology, Department of Medicine, Stanford University, Calif
| | | | - Thomas E MaCurdy
- Acumen, LLC; Department of Economics, Stanford University, Calif
| | | | - Richard A Forshee
- Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Md
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6
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Ishikawa G, Peng X, McGovern J, Woo S, Perry C, Liu A, Yu S, Ghincea A, Kishchanka A, Fiorini V, Hu B, Sun Y, Sun H, Ryu C, Herzog EL. α1 Adrenoreceptor antagonism mitigates extracellular mitochondrial DNA accumulation in lung fibrosis models and in patients with idiopathic pulmonary fibrosis. Am J Physiol Lung Cell Mol Physiol 2023; 324:L639-L651. [PMID: 36648147 PMCID: PMC10110730 DOI: 10.1152/ajplung.00119.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 12/14/2022] [Accepted: 01/04/2023] [Indexed: 01/18/2023] Open
Abstract
Idiopathic pulmonary fibrosis is increasingly associated with nerve-driven processes and endogenous innate immune ligands such as mitochondrial DNA (mtDNA). Interestingly, a connection between these entities has not been explored. Here, we report that noradrenaline (NA) derived from the lung's adrenergic nerve supply drives α-smooth muscle actin (αSMA)-expressing fibroblast accumulation via mechanisms involving α1 adrenoreceptors and mtDNA. Using the bleomycin model, we compared ablation of the lung's adrenergic nerve supply with surgical adrenal resection and found that NA derived from local but not adrenal sources contributes to experimentally induced lung fibrosis and the emergence of an αSMA+ve fibroblast population expressing adrenoreceptor α-1D (ADRA1D). Therapeutic delivery of the α1 adrenoreceptor antagonist terazosin reversed these changes and suppressed extracellular mtDNA accumulation. Cultured normal human lung fibroblasts displayed α1 adrenoreceptors and in response to costimulation with TGFβ1 and NA adopted ACTA2 expression and extracellular mtDNA release. These findings were opposed by terazosin. Evaluation of a previously studied IPF cohort revealed that patients prescribed α1 adrenoreceptor antagonists for nonpulmonary indications demonstrated improved survival and reduced concentrations of plasma mtDNA. Our observations link nerve-derived NA, α1 adrenoreceptors, extracellular mtDNA, and lung fibrogenesis in mouse models, cultured cells, and humans with IPF. Further study of this neuroinnate connection may yield new avenues for investigation in the clinical and basic science realms.
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Affiliation(s)
- Genta Ishikawa
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Xueyan Peng
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - John McGovern
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Sam Woo
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Carrighan Perry
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Angela Liu
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Sheeline Yu
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Alexander Ghincea
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Aliaksandr Kishchanka
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Vitória Fiorini
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Buqu Hu
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Ying Sun
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Huanxing Sun
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Changwan Ryu
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Erica L Herzog
- Department of Internal Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut, United States
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut, United States
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7
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Perez DM. α 1-Adrenergic Receptors: Insights into Potential Therapeutic Opportunities for COVID-19, Heart Failure, and Alzheimer's Disease. Int J Mol Sci 2023; 24:4188. [PMID: 36835598 PMCID: PMC9963459 DOI: 10.3390/ijms24044188] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 02/06/2023] [Accepted: 02/08/2023] [Indexed: 02/22/2023] Open
Abstract
α1-Adrenergic receptors (ARs) are members of the G-Protein Coupled Receptor superfamily and with other related receptors (β and α2), they are involved in regulating the sympathetic nervous system through binding and activation by norepinephrine and epinephrine. Traditionally, α1-AR antagonists were first used as anti-hypertensives, as α1-AR activation increases vasoconstriction, but they are not a first-line use at present. The current usage of α1-AR antagonists increases urinary flow in benign prostatic hyperplasia. α1-AR agonists are used in septic shock, but the increased blood pressure response limits use for other conditions. However, with the advent of genetic-based animal models of the subtypes, drug design of highly selective ligands, scientists have discovered potentially newer uses for both agonists and antagonists of the α1-AR. In this review, we highlight newer treatment potential for α1A-AR agonists (heart failure, ischemia, and Alzheimer's disease) and non-selective α1-AR antagonists (COVID-19/SARS, Parkinson's disease, and posttraumatic stress disorder). While the studies reviewed here are still preclinical in cell lines and rodent disease models or have undergone initial clinical trials, potential therapeutics discussed here should not be used for non-approved conditions.
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Affiliation(s)
- Dianne M Perez
- The Lerner Research Institute, The Cleveland Clinic Foundation, 9500 Euclid Ave, Cleveland, OH 44195, USA
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8
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Chen H, Peng J, Wang T, Wen J, Chen S, Huang Y, Zhang Y. Counter-regulatory renin-angiotensin system in hypertension: Review and update in the era of COVID-19 pandemic. Biochem Pharmacol 2023; 208:115370. [PMID: 36481346 PMCID: PMC9721294 DOI: 10.1016/j.bcp.2022.115370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 11/26/2022] [Accepted: 11/29/2022] [Indexed: 12/12/2022]
Abstract
Cardiovascular disease is the major cause of mortality and disability, with hypertension being the most prevalent risk factor. Excessive activation of the renin-angiotensin system (RAS) under pathological conditions, leading to vascular remodeling and inflammation, is closely related to cardiovascular dysfunction. The counter-regulatory axis of the RAS consists of angiotensin-converting enzyme 2 (ACE2), angiotensin (1-7), angiotensin (1-9), alamandine, proto-oncogene Mas receptor, angiotensin II type-2 receptor and Mas-related G protein-coupled receptor member D. Each of these components has been shown to counteract the effects of the overactivated RAS. In this review, we summarize the latest insights into the complexity and interplay of the counter-regulatory RAS axis in hypertension, highlight the pathophysiological functions of ACE2, a multifunctional molecule linking hypertension and COVID-19, and discuss the function and therapeutic potential of targeting this counter-regulatory RAS axis to prevent and treat hypertension in the context of the current COVID-19 pandemic.
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Affiliation(s)
- Hongyin Chen
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen 518000, Guangdong, China
| | - Jiangyun Peng
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Medical Research Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou 510120, Guangdong, China,Nanhai Translational Innovation Center of Precision Immunology, Sun Yat-sen Memorial Hospital, Foshan 528200, Guangdong, China
| | - Tengyao Wang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Medical Research Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou 510120, Guangdong, China,Nanhai Translational Innovation Center of Precision Immunology, Sun Yat-sen Memorial Hospital, Foshan 528200, Guangdong, China
| | - Jielu Wen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Medical Research Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou 510120, Guangdong, China,Nanhai Translational Innovation Center of Precision Immunology, Sun Yat-sen Memorial Hospital, Foshan 528200, Guangdong, China
| | - Sifan Chen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Medical Research Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou 510120, Guangdong, China,Nanhai Translational Innovation Center of Precision Immunology, Sun Yat-sen Memorial Hospital, Foshan 528200, Guangdong, China
| | - Yu Huang
- Department of Biomedical Sciences, City University of Hong Kong, Hong Kong, China,Corresponding authors
| | - Yang Zhang
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen 518000, Guangdong, China,Corresponding authors
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9
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Kucukyildiz K, Yilmaz-Oral D, Turkcan D, Oztekin CV, Gur S. Impact of COVID-19 on male urogenital health: Success of vaccines. Drug Discov Today 2022; 27:103327. [PMID: 35905935 PMCID: PMC9316714 DOI: 10.1016/j.drudis.2022.07.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 06/01/2022] [Accepted: 07/21/2022] [Indexed: 01/31/2023]
Abstract
Throughout 2021, the scientific and medical communities were concentrated on dealing with the acute morbidity and mortality induced by the COVID-19 pandemic due to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). We reviewed the present data for adverse effects of COVID-19 on the different parts of the male urogenital system during the dynamic situation of the COVID-19 pandemic. With the approval of COVID-19 vaccinations, there is a ray of hope at the end of this dark tunnel and a chance to look ahead for the management of long-term consequences in males with urogenital illness. A multidisciplinary investigation of these cases could provide information for establishing and optimizing treatment protocols.
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Affiliation(s)
- Kutay Kucukyildiz
- Department of Pharmacology, Faculty of Pharmacy, Ankara University, Ankara, Turkey
| | - Didem Yilmaz-Oral
- Department of Pharmacology, Faculty of Pharmacy, Cukurova University, Adana, Turkey
| | - Damla Turkcan
- Department of Pharmacology, Faculty of Pharmacy, Ankara University, Ankara, Turkey
| | - Cetin Volkan Oztekin
- Department of Urology, Faculty of Medicine, University of Kyrenia, Girne-TRNC, Mersin 10, Turkey
| | - Serap Gur
- Department of Pharmacology, Faculty of Pharmacy, Ankara University, Ankara, Turkey,Corresponding author
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10
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Nishimura A, Xie J, Kostka K, Duarte-Salles T, Fernández Bertolín S, Aragón M, Blacketer C, Shoaibi A, DuVall SL, Lynch K, Matheny ME, Falconer T, Morales DR, Conover MM, Chan You S, Pratt N, Weaver J, Sena AG, Schuemie MJ, Reps J, Reich C, Rijnbeek PR, Ryan PB, Hripcsak G, Prieto-Alhambra D, Suchard MA. International cohort study indicates no association between alpha-1 blockers and susceptibility to COVID-19 in benign prostatic hyperplasia patients. Front Pharmacol 2022; 13:945592. [PMID: 36188566 PMCID: PMC9518954 DOI: 10.3389/fphar.2022.945592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 07/25/2022] [Indexed: 12/02/2022] Open
Abstract
Purpose: Alpha-1 blockers, often used to treat benign prostatic hyperplasia (BPH), have been hypothesized to prevent COVID-19 complications by minimising cytokine storm release. The proposed treatment based on this hypothesis currently lacks support from reliable real-world evidence, however. We leverage an international network of large-scale healthcare databases to generate comprehensive evidence in a transparent and reproducible manner. Methods: In this international cohort study, we deployed electronic health records from Spain (SIDIAP) and the United States (Department of Veterans Affairs, Columbia University Irving Medical Center, IQVIA OpenClaims, Optum DOD, Optum EHR). We assessed association between alpha-1 blocker use and risks of three COVID-19 outcomes—diagnosis, hospitalization, and hospitalization requiring intensive services—using a prevalent-user active-comparator design. We estimated hazard ratios using state-of-the-art techniques to minimize potential confounding, including large-scale propensity score matching/stratification and negative control calibration. We pooled database-specific estimates through random effects meta-analysis. Results: Our study overall included 2.6 and 0.46 million users of alpha-1 blockers and of alternative BPH medications. We observed no significant difference in their risks for any of the COVID-19 outcomes, with our meta-analytic HR estimates being 1.02 (95% CI: 0.92–1.13) for diagnosis, 1.00 (95% CI: 0.89–1.13) for hospitalization, and 1.15 (95% CI: 0.71–1.88) for hospitalization requiring intensive services. Conclusion: We found no evidence of the hypothesized reduction in risks of the COVID-19 outcomes from the prevalent-use of alpha-1 blockers—further research is needed to identify effective therapies for this novel disease.
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Affiliation(s)
- Akihiko Nishimura
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Junqing Xie
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Oxford University, Oxford, United Kingdom
| | - Kristin Kostka
- Real World Solutions, IQVIA, Cambridge, MA, United States
- The OHDSI Center at The Roux Institute, Northeastern University, Portland, ME, United States
| | - Talita Duarte-Salles
- Fundació Institut Universitari Per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Sergio Fernández Bertolín
- Fundació Institut Universitari Per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - María Aragón
- Fundació Institut Universitari Per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Clair Blacketer
- Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, United States
| | - Azza Shoaibi
- Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, United States
| | - Scott L. DuVall
- VA Informatics and Computing Infrastructure, VA Salt Lake City Health Care System, Salt Lake City, UT, United States
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Kristine Lynch
- VA Informatics and Computing Infrastructure, VA Salt Lake City Health Care System, Salt Lake City, UT, United States
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Michael E. Matheny
- Tennessee Valley Healthcare System, Veterans Affairs Medical Center, Nashville, TN, United States
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Thomas Falconer
- Department of Biomedical Informatics, Columbia University, New York, NY, United States
| | - Daniel R. Morales
- Division of Population Health and Genomics, University of Dundee, Dundee, United Kingdom
- Department of Public Health, University of Southern Denmark, Southern Denmark, Denmark
| | - Mitchell M. Conover
- Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, United States
| | - Seng Chan You
- Department of Preventive Medicine and Public Health, Yonsei University College of Medicine, Seoul, South Korea
| | - Nicole Pratt
- Quality Use of Medicines and Pharmacy Research Centre, Clinical and Health Sciences, University of South Australia, Adelaide, Australia
| | - James Weaver
- Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, United States
| | - Anthony G. Sena
- Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, United States
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Martijn J. Schuemie
- Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, United States
- Department of Biostatistics, UCLA Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States
| | - Jenna Reps
- Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, United States
| | | | - Peter R. Rijnbeek
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Patrick B. Ryan
- Observational Health Data Analytics, Janssen Research and Development, Titusville, NJ, United States
| | - George Hripcsak
- Department of Biomedical Informatics, Columbia University, New York, NY, United States
| | - Daniel Prieto-Alhambra
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Oxford University, Oxford, United Kingdom
- *Correspondence: Daniel Prieto-Alhambra,
| | - Marc A. Suchard
- Department of Biostatistics, UCLA Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Computational Medicine, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Human Genetics, David Geffen School of Medicine at UCLA, University of California, Los Angeles, Los Angeles, CA, United States
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11
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Effet protecteur des alpha-bloquants dans la Covid-19. NPG NEUROLOGIE - PSYCHIATRIE - GÉRIATRIE 2022. [PMCID: PMC9035364 DOI: 10.1016/j.npg.2022.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Introduction Patients et méthodes Résultats Conclusion
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12
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Li S, Jun T, Tyler J, Schadt E, Kao YH, Wang Z, Konig MF, Bettegowda C, Vogelstein JT, Papadopoulos N, Parsons RE, Chen R, Schadt EE, Li L, Oh WK. Inpatient Administration of Alpha-1-Adrenergic Receptor Blocking Agents Reduces Mortality in Male COVID-19 Patients. Front Med (Lausanne) 2022; 9:849222. [PMID: 35295598 PMCID: PMC8919772 DOI: 10.3389/fmed.2022.849222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 01/31/2022] [Indexed: 12/15/2022] Open
Abstract
Apha-1-adrenergic receptor antagonists (α1-blockers) can suppress pro-inflammatory cytokines, thereby potentially improving outcomes among patients with COVID-19. Accordingly, we evaluated the association between α1-blocker exposure (before or during hospitalization) and COVID-19 in-hospital mortality. We identified 2,627 men aged 45 or older who were admitted to Mount Sinai hospitals with COVID-19 between February 24 and May 31, 2020, in New York. Men exposed to α1-blockers (N = 436) were older (median age 73 vs. 64 years, P < 0.001) and more likely to have comorbidities than unexposed men (N = 2,191). Overall, 777 (29.6%) patients died in hospital, and 1,850 (70.4%) were discharged. Notably, we found that α1-blocker exposure was independently associated with improved in-hospital mortality in a multivariable logistic analysis (OR 0.699; 95% CI, 0.498-0.982; P = 0.039) after adjusting for patient demographics, comorbidities, and baseline vitals and labs. The protective effect of α1-blockers was stronger among patients with documented inpatient exposure to α1-blockers (OR 0.624; 95% CI 0.431-0.903; P = 0.012). Finally, age-stratified analyses suggested variable benefit from inpatient α1-blocker across age groups: Age 45-65 OR 0.483, 95% CI 0.216-1.081 (P = 0.077); Age 55-75 OR 0.535, 95% CI 0.323-0.885 (P = 0.015); Age 65-89 OR 0.727, 95% CI 0.484-1.092 (P = 0.124). Taken together, clinical trials to assess the therapeutic value of α1-blockers for COVID-19 complications are warranted.
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Affiliation(s)
| | - Tomi Jun
- Sema4, Stamford, CT, United States
| | | | | | | | | | - Maximilian F Konig
- Lustgarten Laboratory, Ludwig Center, The Howard Hughes Medical Institute, The Johns Hopkins Kimmel Cancer Center, Baltimore, MD, United States.,Division of Rheumatology, Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Chetan Bettegowda
- Lustgarten Laboratory, Ludwig Center, The Howard Hughes Medical Institute, The Johns Hopkins Kimmel Cancer Center, Baltimore, MD, United States.,Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Joshua T Vogelstein
- Department of Biomedical Engineering, Institute for Computational Medicine, The Johns Hopkins University, Baltimore, MD, United States.,Department of Biostatistics, Bloomberg School of Public Health, The Johns Hopkins University, Baltimore, MD, United States
| | - Nickolas Papadopoulos
- Lustgarten Laboratory, Ludwig Center, The Howard Hughes Medical Institute, The Johns Hopkins Kimmel Cancer Center, Baltimore, MD, United States.,Department of Oncology and Pathology, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Ramon E Parsons
- Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, United States.,Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Rong Chen
- Sema4, Stamford, CT, United States.,Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Eric E Schadt
- Sema4, Stamford, CT, United States.,Department of Genetics and Genomic Sciences, The Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Li Li
- Sema4, Stamford, CT, United States
| | - William K Oh
- Sema4, Stamford, CT, United States.,Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
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13
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Wang C, Zhao Y, Qiao H, Gao Z, Yang J, Chuai X. Hold Breath: Autonomic Neural Regulation of Innate Immunity to Defend Against SARS-CoV-2 Infection. Front Microbiol 2022; 12:819638. [PMID: 35310398 PMCID: PMC8929440 DOI: 10.3389/fmicb.2021.819638] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 12/27/2021] [Indexed: 12/29/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a novel member of the genus of betacoronavirus, which caused a pandemic of coronavirus disease 2019 (COVID-19) worldwide. The innate immune system plays a critical role in eliminating the virus, which induces inflammatory cytokine and chemokine secretion, produces different interferons, and activates the adaptive immune system. Interactions between the autonomic nervous system and innate immunity release neurotransmitters or neuropeptides to balance the excess secretion of inflammatory cytokines, control the inflammation, and restore the host homeostasis. However, more neuro-immune mechanisms to defend against viral infection should be elucidated. Here, we mainly review and provide our understanding and viewpoint on the interaction between respiratory viral proteins and host cell receptors, innate immune responses to respiratory viral infection, and the autonomic neural regulation of the innate immune system to control respiratory viruses caused by lungs and airways inflammation.
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Affiliation(s)
- Changle Wang
- Department of Pathogenic Biology, Hebei Medical University, Shijiazhuang, China
| | - Yan Zhao
- Department of Pathogenic Biology, Hebei Medical University, Shijiazhuang, China
| | - Hongxiu Qiao
- Department of Pathogenic Biology, Hebei Medical University, Shijiazhuang, China
| | - Zhiyun Gao
- Department of Pathogenic Biology, Hebei Medical University, Shijiazhuang, China
| | - Jing Yang
- International Cooperation Laboratory of Stem Cell Research, Hebei Medical University, Shijiazhuang, China
| | - Xia Chuai
- Department of Pathogenic Biology, Hebei Medical University, Shijiazhuang, China
- *Correspondence: Xia Chuai,
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14
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Swamy S, Koch CA, Hannah-Shmouni F, Schiffrin EL, Klubo-Gwiezdzinska J, Gubbi S. Hypertension and COVID-19: Updates from the era of vaccines and variants. J Clin Transl Endocrinol 2022; 27:100285. [PMID: 34900602 PMCID: PMC8645507 DOI: 10.1016/j.jcte.2021.100285] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 11/17/2021] [Accepted: 11/27/2021] [Indexed: 01/08/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the pathogen responsible for coronavirus disease 2019 (COVID-19) has been a major cause of morbidity and mortality globally. Older age, and the presence of certain components of metabolic syndrome, including hypertension have been associated with increased risk for severe disease and death in COVID-19 patients. The role of antihypertensive agents in the pathogenesis of COVID-19 has been extensively studied since the onset of the pandemic. This review discusses the potential pathophysiologic interactions between hypertension and COVID-19 and provides an up-to-date information on the implications of newly emerging SARS-CoV-2 variants, and vaccines on patients with hypertension.
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Affiliation(s)
- Sowmya Swamy
- Department of Internal Medicine, George Washington University Medical Center, Washington, DC, USA
| | | | | | - Ernesto L. Schiffrin
- Department of Medicine, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Joanna Klubo-Gwiezdzinska
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Sriram Gubbi
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
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15
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Fares A, Toprak R, Borrman D, Ivester J. The use of α1-adrenergic receptor antagonists in the prevention of adverse outcomes of COVID-19 infection in obese patients. ADVANCES IN HUMAN BIOLOGY 2022. [DOI: 10.4103/aihb.aihb_177_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
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16
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Nabeh OA, Helaly MM, Menshawey R, Menshawey E, Nasser MMM, Diaa El-deen AM. Contemporary approach to understand and manage COVID-19-related arrhythmia. Egypt Heart J 2021; 73:76. [PMID: 34459992 PMCID: PMC8403826 DOI: 10.1186/s43044-021-00201-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 08/18/2021] [Indexed: 12/15/2022] Open
Abstract
Arrhythmia, one of the most common complications of COVID-19, was reported in nearly one-third of diagnosed COVID-19 patients, with higher prevalence rate among ICU admitted patients. The underlying etiology for arrhythmia in these cases are mostly multifactorial as those patients may suffer from one or more of the following predisposing mechanisms; catecholamine surge, hypoxia, myocarditis, cytokine storm, QTc prolongation, electrolyte disturbance, and pro-arrhythmic drugs usage. Obviously, the risk for arrhythmia and the associated lethal outcome would rise dramatically among patients with preexisting cardiac disease such as myocardial ischemia, heart failure, cardiomyopathy, and hereditary arrhythmias. Considering all of these variables, the management strategy of COVID-19 patients should expand from managing a viral infection and related host immune response to include the prevention of predictable causes for arrhythmia. This may necessitate the need to investigate the role of some drugs that modulate the pathway of arrhythmia generation. Of these drugs, we discuss the potential role of adrenergic antagonists, trimetazidine, ranolazine, and the debatable angiotensin converting enzyme inhibitors drugs. We also recommend monitoring the level of: unbound free fatty acids, serum electrolytes, troponin, and QTc (even in the absence of apparent pro-arrhythmic drug use) as these may be the only indicators for patients at risk for arrhythmic complications.
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Affiliation(s)
- Omnia Azmy Nabeh
- Department of Medical Pharmacology, Kasr Alainy Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Maiada Mohamed Helaly
- Department of Medical Pharmacology, Kasr Alainy Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Rahma Menshawey
- Kasr Alainy Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Esraa Menshawey
- Kasr Alainy Faculty of Medicine, Cairo University, Cairo, Egypt
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17
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Powell M, Koenecke A, Byrd JB, Nishimura A, Konig MF, Xiong R, Mahmood S, Mucaj V, Bettegowda C, Rose L, Tamang S, Sacarny A, Caffo B, Athey S, Stuart EA, Vogelstein JT. Ten Rules for Conducting Retrospective Pharmacoepidemiological Analyses: Example COVID-19 Study. Front Pharmacol 2021; 12:700776. [PMID: 34393782 PMCID: PMC8357144 DOI: 10.3389/fphar.2021.700776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 06/30/2021] [Indexed: 11/13/2022] Open
Abstract
Since the beginning of the COVID-19 pandemic, pharmaceutical treatment hypotheses have abounded, each requiring careful evaluation. A randomized controlled trial generally provides the most credible evaluation of a treatment, but the efficiency and effectiveness of the trial depend on the existing evidence supporting the treatment. The researcher must therefore compile a body of evidence justifying the use of time and resources to further investigate a treatment hypothesis in a trial. An observational study can provide this evidence, but the lack of randomized exposure and the researcher's inability to control treatment administration and data collection introduce significant challenges. A proper analysis of observational health care data thus requires contributions from experts in a diverse set of topics ranging from epidemiology and causal analysis to relevant medical specialties and data sources. Here we summarize these contributions as 10 rules that serve as an end-to-end introduction to retrospective pharmacoepidemiological analyses of observational health care data using a running example of a hypothetical COVID-19 study. A detailed supplement presents a practical how-to guide for following each rule. When carefully designed and properly executed, a retrospective pharmacoepidemiological analysis framed around these rules will inform the decisions of whether and how to investigate a treatment hypothesis in a randomized controlled trial. This work has important implications for any future pandemic by prescribing what we can and should do while the world waits for global vaccine distribution.
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Affiliation(s)
- Michael Powell
- Department of Biomedical Engineering, Institute for Computational Medicine, The Johns Hopkins University, Baltimore, MD, United States
| | - Allison Koenecke
- Institute for Computational & Mathematical Engineering, Stanford University, Stanford, CA, United States
| | - James Brian Byrd
- Department of Internal Medicine, Division of Cardiovascular Medicine, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Akihiko Nishimura
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health at Johns Hopkins University, Baltimore, MD, United States
| | - Maximilian F. Konig
- Ludwig Center, Lustgarten Laboratory, Howard Hughes Medical Institute, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Division of Rheumatology, Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Ruoxuan Xiong
- Graduate School of Business, Stanford University, Stanford, CA, United States
| | | | - Vera Mucaj
- Datavant Inc., San Francisco, CA, United States
| | - Chetan Bettegowda
- Ludwig Center, Lustgarten Laboratory, Howard Hughes Medical Institute, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Liam Rose
- VA Health Economics Resource Center, Palo Alto VA, Menlo Park, CA, United States
| | - Suzanne Tamang
- Department of Biomedical Data Science, Stanford University, Stanford, CA, United States
| | - Adam Sacarny
- Department of Health Policy and Management, Columbia University Mailman School of Public Health, New York, NY, United States
| | - Brian Caffo
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health at Johns Hopkins University, Baltimore, MD, United States
| | - Susan Athey
- Graduate School of Business, Stanford University, Stanford, CA, United States
| | - Elizabeth A. Stuart
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health at Johns Hopkins University, Baltimore, MD, United States
| | - Joshua T. Vogelstein
- Department of Biomedical Engineering, Institute for Computational Medicine, The Johns Hopkins University, Baltimore, MD, United States
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health at Johns Hopkins University, Baltimore, MD, United States
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