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Pejovic S, Shang Y, Vgontzas AN, Fernandez‐Mendoza J, He F, Li Y, Kong L. C-reactive protein improves the ability to detect hypertension and insulin resistance in mild-to-moderate obstructive sleep apnea: Age effect. J Sleep Res 2025; 34:e14386. [PMID: 39462147 PMCID: PMC12069758 DOI: 10.1111/jsr.14386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Revised: 10/09/2024] [Accepted: 10/14/2024] [Indexed: 10/29/2024]
Abstract
C-reactive protein (CRP) appears to improve the ability to detect cardiometabolic risk in young and middle-aged adults with mild-to-moderate obstructive sleep apnea (mmOSA). The aim of this study is to assess utility of CRP in identifying the risk of hypertension and insulin resistance across a wide age range including older patients with mmOSA. Adults (n = 216) of a wide age range (28-90 years old, mean age 52.64 ± 12.74) with mmOSA (5 ≤ AHI < 30) completed in-lab polysomnography or home sleep apnea testing, physical examination including blood pressure (BP) measures, structured medical history questionnaire, and blood draw for CRP and fasting glucose and insulin levels. In adults < 60 years, lnCRP but not the apnea-hypopnea index (AHI) was associated with greater odds for hypertension (odds ratio [OR] = 2.40, 95% CI = 1.20-4.84, p = 0.01; OR = 1.00, 95% CI = 0.92-1.08, p = 0.92, respectively) and with higher average systolic and diastolic BP. Also, in adults < 60 years lnCRP but not AHI, was associated with higher lnHOMA values. In contrast, in adults > 60 years neither lnCRP nor AHI were associated with greater odds for hypertension, average systolic and diastolic BP, and lnHOMA. Receiver-operating characteristics curves revealed that adding CRP to standard clinical factors (age, sex, and BMI) yielded moderately good risk models for hypertension in patients < 60 years (AUC = 0.721). In conclusion, CRP improves the ability to detect cardiometabolic risk in young and middle-aged, but not older adults with mmOSA, suggesting that inflammation may be a primary pathogenetic mechanism in younger patients with OSA.
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Affiliation(s)
- Slobodanka Pejovic
- Sleep Research & Treatment Center, Penn State Health Milton S. Hershey Medical CenterPennsylvania State University, College of MedicineHersheyPennsylvaniaUSA
| | - Yimeng Shang
- Department of Public Health SciencesPennsylvania State University College of MedicineHersheyPennsylvaniaUSA
| | - Alexandros N. Vgontzas
- Sleep Research & Treatment Center, Penn State Health Milton S. Hershey Medical CenterPennsylvania State University, College of MedicineHersheyPennsylvaniaUSA
| | - Julio Fernandez‐Mendoza
- Sleep Research & Treatment Center, Penn State Health Milton S. Hershey Medical CenterPennsylvania State University, College of MedicineHersheyPennsylvaniaUSA
| | - Fan He
- Department of Public Health SciencesPennsylvania State University College of MedicineHersheyPennsylvaniaUSA
| | - Yun Li
- Department of Sleep Medicine, Shantou University Mental Health CenterShantou University Medical CollegeShantouChina
- Sleep Medicine CenterShantou University Medical CollegeShantouChina
| | - Lan Kong
- Department of Public Health SciencesPennsylvania State University College of MedicineHersheyPennsylvaniaUSA
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Archontogeorgis K, Nena E, Steiropoulos P. Roles of vitamins and nutrition in obstructive sleep apnea. Expert Rev Respir Med 2025; 19:145-163. [PMID: 39891370 DOI: 10.1080/17476348.2025.2462192] [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: 04/17/2024] [Revised: 01/12/2025] [Accepted: 01/30/2025] [Indexed: 02/03/2025]
Abstract
INTRODUCTION Obstructive sleep apnea (OSA) is the most common sleep-related breathing disorder, with a prevalence that rises alongside with the increasing prevalence of obesity. OSA is characterized by a low-inflammatory state and is followed by cardiovascular and metabolic sequelae. Continuous positive airway pressure (CPAP) represents the cornerstone of treatment for severe OSA. However, poor compliance with CPAP treatment renders OSA treatment a challenging venture. Weight loss and exercise are recommended as adjunctive treatment options for OSA. Several diets have proven to facilitate weight loss, and to alleviate the inflammatory status in patients with OSA. Moreover, several vitamins exhibit antioxidant properties that beneficially affect OSA pathology and reduce the risk of cardiovascular complications. AREA COVERED This narrative review aims to summarize the current knowledge regarding the effect of nutrition and vitamin deficiencies on OSA. Included were publications, relevant to the topic, with different types of design (i.e. cross-sectional studies, cohort studies, clinical trials, systematic reviews, meta-analyses, etc.) and indexed in PubMed database until 31 March 2024. EXPERT OPINION In addition to weight loss, other food components, such as proteins, carbohydrates, anti-inflammatory agents, vitamins A, B, C, D, E, and sodium, may play a beneficial role in the incidence and severity of OSA.
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Affiliation(s)
- Kostas Archontogeorgis
- Department of Pneumonology, Medical School, Democritus University of Thrace, Alexandroupolis, Greece
| | - Evangelia Nena
- Laboratory of Social Medicine, Medical School, Democritus University of Thrace, Alexandroupolis, Greece
| | - Paschalis Steiropoulos
- Department of Pneumonology, Medical School, Democritus University of Thrace, Alexandroupolis, Greece
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3
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Goodman MO, Faquih T, Paz V, Nagarajan P, Lane JM, Spitzer B, Maher M, Chung J, Cade BE, Purcell SM, Zhu X, Noordam R, Phillips AJK, Kyle SD, Spiegelhalder K, Weedon MN, Lawlor DA, Rotter JI, Taylor KD, Isasi CR, Sofer T, Dashti HS, Rutter MK, Redline S, Saxena R, Wang H. Genome-wide association analysis of composite sleep health scores in 413,904 individuals. Commun Biol 2025; 8:115. [PMID: 39856408 PMCID: PMC11760956 DOI: 10.1038/s42003-025-07514-0] [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: 03/11/2024] [Accepted: 01/10/2025] [Indexed: 01/27/2025] Open
Abstract
Recent genome-wide association studies (GWASs) of several individual sleep traits have identified hundreds of genetic loci, suggesting diverse mechanisms. Moreover, sleep traits are moderately correlated, so together may provide a more complete picture of sleep health, while illuminating distinct domains. Here we construct novel sleep health scores (SHSs) incorporating five core self-report measures: sleep duration, insomnia symptoms, chronotype, snoring, and daytime sleepiness, using additive (SHS-ADD) and five principal components-based (SHS-PCs) approaches. GWASs of these six SHSs identify 28 significant novel loci adjusting for multiple testing on six traits (p < 8.3e-9), along with 341 previously reported loci (p < 5e-08). The heritability of the first three SHS-PCs equals or exceeds that of SHS-ADD (SNP-h2 = 0.094), while revealing sleep-domain-specific genetic discoveries. Significant loci enrich in multiple brain tissues and in metabolic and neuronal pathways. Post-GWAS analyses uncover novel genetic mechanisms underlying sleep health and reveal connections (including potential causal links) to behavioral, psychological, and cardiometabolic traits.
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Affiliation(s)
- Matthew O Goodman
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | - Tariq Faquih
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | - Valentina Paz
- Instituto de Psicología Clínica, Facultad de Psicología, Universidad de la República, Montevideo, Uruguay
- MRC Unit for Lifelong Health & Ageing, Institute of Cardiovascular Science, University College London, London, United Kingdom
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Pavithra Nagarajan
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA, USA
| | - Jacqueline M Lane
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Brian Spitzer
- Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Matthew Maher
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Joon Chung
- Department of Informatics and Health Data Science, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Brian E Cade
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | - Shaun M Purcell
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
| | - Xiaofeng Zhu
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Raymond Noordam
- Department of Internal Medicine, Section of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - Andrew J K Phillips
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia
| | - Simon D Kyle
- Sir Jules Thorn Sleep and Circadian Neuroscience Institute, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Kai Spiegelhalder
- Department of Psychiatry and Psychotherapy, Medical Centre - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Michael N Weedon
- Genetics of Complex Traits, University of Exeter Medical School, Exeter, UK
| | - Deborah A Lawlor
- MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - 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
| | - 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
| | - Carmen R Isasi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Tamar Sofer
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA
- Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Hassan S Dashti
- Broad Institute, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Martin K Rutter
- Division of Endocrinology, Diabetes & Gastroenterology, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- Diabetes, Endocrinology and Metabolism Centre, Manchester University NHS Foundation Trust, NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester, UK
| | - Susan Redline
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA
| | - Richa Saxena
- Broad Institute, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Heming Wang
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA, USA.
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women's Hospital, Boston, MA, USA.
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Cohen O, Kundel V, Barbé F, Peker Y, McEvoy D, Sánchez-de-la-Torre M, Gottlieb DJ, Bradley TD, Suárez-Fariñas M, Zinchuk A, Azarbarzin A, Malhotra A, Schotland H, Gozal D, Jelic S, Ramos AR, Martin JL, Pamidi S, Johnson DA, Mehra R, Somers VK, Hoyos CM, Jackson CL, Alcantara C, Billings ME, Bhatt DL, Patel SR, Redline S, Yaggi HK, Shah NA. The Great Controversy of Obstructive Sleep Apnea Treatment for Cardiovascular Risk Benefit: Advancing the Science Through Expert Consensus. An Official American Thoracic Society Workshop Report. Ann Am Thorac Soc 2024; 22:1-22. [PMID: 39513996 PMCID: PMC11708754 DOI: 10.1513/annalsats.202409-981st] [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: 09/25/2024] [Indexed: 11/16/2024] Open
Abstract
The prevalence of obstructive sleep apnea (OSA) is on the rise, driven by various factors including more sensitive diagnostic criteria, increased awareness, enhanced technology through at-home testing enabling easy and cost-effective diagnosis, and a growing incidence of comorbid conditions such as obesity. Treating symptomatic patients with OSA syndrome to enhance quality of life remains a cornerstone approach. However, there is a lack of consensus regarding treatment to improve cardiovascular disease (CVD) outcomes, particularly in light of overall negative results from several randomized controlled trials (RCT) indicating no benefit of positive airway pressure (PAP) therapy on primary and secondary CVD events. These RCTs were limited by suboptimal PAP adherence, use of composite CVD outcomes, and limited diversity and generalizability to Sleep Clinic patients. As such, this workshop assembled clinical experts, as well as researchers in basic and translational science, epidemiology, clinical trials, and population health to discuss the current state, and future research directions to guide personalized therapeutic strategies and future research directions in OSA. There was overall consensus among workshop participants that OSA represents a heterogeneous disease with variable endotypes and phenotypes, and heterogeneous responses to treatment. Future research should prioritize employing multi-modal therapeutic approaches within innovative and adaptive trial designs, focusing on specific subgroups of OSA patients hypothesized to benefit from a CVD perspective. Future work should also be inclusive of diverse populations and consider the life-course of OSA to better comprehend treatment strategies that can address the disproportionate impact of OSA on racially minoritized groups. Further, a more holistic approach to sleep must be adopted to include broader assessments of symptoms, sleep duration, and comorbid sleep and circadian disorders. Finally, it is imperative to establish a sleep research consortium dedicated to collecting raw data and biospecimens categorized by OSA subtypes. This will facilitate mechanistic determinations, foster collaborative research, and help bolster the pipeline of early-career researchers.
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Affiliation(s)
- Oren Cohen
- Icahn School of Medicine at Mount Sinai, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, New York, New York, United States
| | - Vaishnavi Kundel
- Icahn School of Medicine at Mount Sinai, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, New York, New York, United States
| | - Ferran Barbé
- University Hospital Arnau de Vilanova and Santa Maria, IRBLleida, Translational Research in Respiratory Medicine, Lleida, Spain
- Carlos III Health Institute, CIBER of Respiratory Diseases (CIBERES), Madrid, Comunidad de Madrid, Spain
| | - Yüksel Peker
- Koc University School of Medicine, Department of Pulmonary Medicine, Istanbul, Turkey
| | - Doug McEvoy
- Flinders University, Adelaide Institute for Sleep Health, Flinders Health and Medical Research Institute, Adelaide, Australia
| | - Manuel Sánchez-de-la-Torre
- Hospital Nacional de Parapléjicos de Toledo, Group of Precision Medicine in Chronic Diseases, Toledo, Castilla-La Mancha, Spain
- CIBERES, Centro de Investigación Biomédica en Red de Enfermedades Respiratorias, Madrid, Comunidad de Madrid, Spain
- University of Castilla-La Mancha, Department of Nursing, Physiotherapy and Occupational Therapy, Faculty of Physiotherapy and Nursing, Toledo, Spain
| | - Daniel J Gottlieb
- VA Boston Healthcare System, Department of Medicine, Boston, Massachusetts, United States
- Brigham and Women's Hospital, Division of Sleep and Circadian Disorders, Boston, Massachusetts, United States
| | - T Douglas Bradley
- University Health Network Toronto Rehabilitation Institute (KITE), Toronto, Ontario, Canada
- Toronto General Hospital, Department of Medicine, Toronto, Ontario, Canada
| | - Mayte Suárez-Fariñas
- Icahn School of Medicine at Mount Sinai, Center for Biostatistics, Department of Population Health Science and Policy, New York, New York, United States
| | - Andrey Zinchuk
- Yale School of Medicine, Department of Internal Medicine, New Haven, Connecticut, United States
| | - Ali Azarbarzin
- Brigham and Women's Hospital, Division of Sleep and Circadian Disorders, Boston, Massachusetts, United States
- Harvard Medical School, Boston, Massachusetts, United States
| | - Atul Malhotra
- University of California San Diego, Division of Pulmonary, Critical Care, Sleep Medicine, and Physiology, La Jolla, California, United States
| | - Helena Schotland
- Icahn School of Medicine at Mount Sinai, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, New York, New York, United States
| | - David Gozal
- Marshall University Joan C Edwards School of Medicine, Office of the Dean, Huntington, West Virginia, United States
| | - Sanja Jelic
- Columbia University Medical Center, Division of Pulmonary, Allergy and Critical Care Medicine, New York, New York, United States
| | - Alberto R Ramos
- University of Miami Miller School of Medicine, Sleep Disorders Program, Department of Neurology, Miami, Florida, United States
| | - Jennifer L Martin
- VA Greater Los Angeles Healthcare System, Geriatric Research, Education, and Clinical Center, Los Angeles, California, United States
- University of California Los Angeles, David Geffen School of Medicine, Los Angeles, California, United States
| | - Sushmita Pamidi
- McGill University, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Dayna A Johnson
- Emory University, Department of Epidemiology, Rollins School of Public Health, Atlanta, Georgia, United States
| | - Reena Mehra
- University of Washington, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Seattle, Washington, United States
| | - Virend K Somers
- Mayo Clinic, Department of Cardiovascular Medicine, Rochester, Minnesota, United States
| | - Camilla M Hoyos
- Macquarie University Faculty of Medicine Health and Human Sciences, Department of Health Science, Sydney, New South Wales, Australia
- Woolcock Institute of Medical Research, Centre for Sleep and Chronobiology, Glebe, New South Wales, Australia
- Macquarie University, NHMRC Centre of Research Excellence to Optimise Sleep in Brain Ageing and Neurodegeneration (CogSleep), Sydney, New South Wales, Australia
| | - Chandra L Jackson
- National Institutes of Health, Earl Stadtman Investigator, Epidemiology Branch, Social and Environmental Determinants of Health Equity, National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina, United States
| | - Carmela Alcantara
- Columbia University, School of Social Work, New York, New York, United States
| | - Martha E Billings
- University of Washington, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Seattle, Washington, United States
| | - Deepak L Bhatt
- Icahn School of Medicine at Mount Sinai, Mount Sinai Fuster Heart Hospital, New York, New York, United States
| | - Sanjay R Patel
- University of Pittsburgh, Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Pittsburgh, Pennsylvania, United States
| | - Susan Redline
- Brigham and Women's Hospital, Division of Sleep and Circadian Disorders, Boston, Massachusetts, United States
- Harvard Medical School, Boston, Massachusetts, United States
- Harvard T H Chan School of Public Health, Boston, Massachusetts, United States
| | - Henry K Yaggi
- Yale School of Medicine, Section of Pulmonary, Critical Care and Sleep Medicine, New Haven, Connecticut, United States
- Connecticut Department of Veterans' Affairs, Clinical Epidemiology Research Center, West Haven, Connecticut, United States
| | - Neomi A Shah
- Icahn School of Medicine at Mount Sinai, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, New York, New York, United States;
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5
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Sun X, Wang C, He Y, Chen K, Miao Y. Effect of inflammatory cytokines and plasma metabolome on OSA: a bidirectional two- sample Mendelian randomization study and mediation analysis. Front Immunol 2024; 15:1416870. [PMID: 39351220 PMCID: PMC11439640 DOI: 10.3389/fimmu.2024.1416870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Accepted: 08/28/2024] [Indexed: 10/04/2024] Open
Abstract
Background Obstructive sleep apnea (OSA) is a common sleep disorder. Inflammatory factors and plasma metabolites are important in assessing its progression. However, the causal relationship between them and OSA remains unclear, hampering early clinical diagnosis and treatment decisions. Methods We conducted a large-scale study using data from the FinnGen database, with 43,901 cases and 366,484 controls for our discovery MR analysis. We employed 91 plasma proteins from 11 cohorts (totaling 14,824 participants of European descent) as instrumental variables (IVs). Additionally, we conducted a GWAS involving 13,818 cases and 463,035 controls to replicate the MR analysis. We primarily used the IVW method, supplemented by MR Egger, weighted median, simple mode, and weighted mode methods. Meta-analysis was used to synthesize MR findings, followed by tests for heterogeneity, pleiotropy, and sensitivity analysis (LOO). Reverse MR analysis was also performed to explore causal relationships. Results The meta-analysis showed a correlation between elevated Eotaxin levels and an increased risk of OSA (OR=1.050, 95% CI: 1.008-1.096; p < 0.05). Furthermore, we found that the increased risk of OSA could be attributed to reduced levels of X-11849 and X-24978 (decreases of 7.1% and 8.4%, respectively). Sensitivity analysis results supported the reliability of these findings. Conclusions In this study, we uncovered a novel biomarker and identified two previously unknown metabolites strongly linked to OSA. These findings underscore the potential significance of inflammatory factors and metabolites in the genetic underpinnings of OSA development and prognosis.
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Affiliation(s)
- Xin Sun
- Hebei General Hospital, Shijiazhuang, Hebei, China
- Hebei North University, Zhangjiakou, Hebei, China
| | | | - Yuheng He
- Hebei General Hospital, Shijiazhuang, Hebei, China
| | - Kun Chen
- Hebei North University, Zhangjiakou, Hebei, China
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6
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Wang Z, Wallace DA, Spitzer BW, Huang T, Taylor K, Rotter JI, Rich SS, Liu PY, Daviglus ML, Hou L, Ramos AR, Kaur S, Durda JP, González HM, Fornage M, Redline S, Isasi CR, Sofer T. Analysis of C-reactive protein omics-measures associates methylation risk score with sleep health and related health outcomes. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.09.04.24313008. [PMID: 39281736 PMCID: PMC11398435 DOI: 10.1101/2024.09.04.24313008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/18/2024]
Abstract
Introduction DNA methylation (DNAm) predictors of high sensitivity C-reactive protein (CRP) offer a stable and accurate means of assessing chronic inflammation, bypassing the CRP protein fluctuations secondary to acute illness. Poor sleep health is associated with elevated inflammation (including elevated blood CRP levels) which may explain associations of sleep insufficiency with metabolic, cardiovascular and neurological diseases. Our study aims to characterize the relationships among sleep health phenotypes and CRP markers -blood, genetic, and epigenetic indicators-within the Hispanic Community Health Study/Study of Latinos (HCHS/SOL). Methods In HCHS/SOL, methylation risk scores (MRS)-CRP and polygenetic risk score (PRS)-CRP were constructed separately as weighted sums of methylation beta values or allele counts, respectively, for each individual. Sleep health phenotypes were measured using self-reported questionnaires and objective measurements. Survey-weighted linear regression established the association between the multiple sleep phenotypes (obstructive sleep apnea (OSA), sleep duration, insomnia and excessive sleepiness symptom), cognitive assessments, diabetes and hypertension with CRP markers while adjusting for age, sex, BMI, study center, and the first five principal components of genetic ancestry in HCHS/SOL. Results We included 2221 HCHS/SOL participants (age range 37-76 yrs, 65.7% female) in the analysis. Both the MRS-CRP (95% confidence interval (CI): 0.32-0.42, p = 3.3 × 10-38) and the PRS-CRP (95% CI: 0.15-0.25, p = 1 × 10-14) were associated with blood CRP level. Moreover, MRS-CRP was associated with sleep health phenotypes (OSA, long sleep duration) and related conditions (diabetes and hypertension), while PRS-CRP markers were not associated with these traits. Circulating CRP level was associated with sleep duration and diabetes. Associations between OSA traits and metabolic comorbidities weakened after adjusting for MRS-CRP, most strongly for diabetes, and least for hypertension. Conclusions MRS-CRP is a promising estimate for systemic and chronic inflammation as reflected by circulating CRP levels, which either mediates or serves as a common cause of the association between sleep phenotypes and related comorbidities, especially in the presence of diabetes.
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Affiliation(s)
- Ziqing Wang
- Cardiovascular Institute, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Danielle A Wallace
- Cardiovascular Institute, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of Sleep Medicine and Circadian Disorders, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Brian W Spitzer
- Cardiovascular Institute, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Tianyi Huang
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, Baltimore, MD, USA
| | - Kent 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
| | - 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
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Peter Y Liu
- Division of Genetics, Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Martha L Daviglus
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Lifang Hou
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Alberto R Ramos
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Sonya Kaur
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - J Peter Durda
- Department of Pathology and Laboratory Medicine, University of Vermont, Burlington, Vermont, USA
| | - Hector M González
- Department of Neurosciences and Shiley-Marcos Alzheimer's Disease Center, University of California, San Diego, La Jolla, CA, USA
| | - Myriam Fornage
- Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA
- Brown Foundation Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Susan Redline
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of Sleep Medicine and Circadian Disorders, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Carmen R Isasi
- Department of Epidemiology & Population Health, Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Tamar Sofer
- Cardiovascular Institute, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of Sleep Medicine and Circadian Disorders, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Biostatistics, Harvard T.H Chan School of Public Health, Boston, MA, USA
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7
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Goodman MO, Faquih T, Paz V, Nagarajan P, Lane JM, Spitzer B, Maher M, Chung J, Cade BE, Purcell SM, Zhu X, Noordam R, Phillips AJK, Kyle SD, Spiegelhalder K, Weedon MN, Lawlor DA, Rotter JI, Taylor KD, Isasi CR, Sofer T, Dashti HS, Rutter MK, Redline S, Saxena R, Wang H. Genome-wide association analysis of composite sleep health scores in 413,904 individuals. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.02.24302211. [PMID: 38352337 PMCID: PMC10863010 DOI: 10.1101/2024.02.02.24302211] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/19/2024]
Abstract
Recent genome-wide association studies (GWASs) of several individual sleep traits have identified hundreds of genetic loci, suggesting diverse mechanisms. Moreover, sleep traits are moderately correlated, and together may provide a more complete picture of sleep health, while also illuminating distinct domains. Here we construct novel sleep health scores (SHSs) incorporating five core self-report measures: sleep duration, insomnia symptoms, chronotype, snoring, and daytime sleepiness, using additive (SHS-ADD) and five principal components-based (SHS-PCs) approaches. GWASs of these six SHSs identify 28 significant novel loci adjusting for multiple testing on six traits (p<8.3e-9), along with 341 previously reported loci (p<5e-08). The heritability of the first three SHS-PCs equals or exceeds that of SHS-ADD (SNP-h2=0.094), while revealing sleep-domain-specific genetic discoveries. Significant loci enrich in multiple brain tissues and in metabolic and neuronal pathways. Post GWAS analyses uncover novel genetic mechanisms underlying sleep health and reveal connections to behavioral, psychological, and cardiometabolic traits.
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Affiliation(s)
- Matthew O Goodman
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | - Tariq Faquih
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | - Valentina Paz
- Instituto de Psicología Clínica, Facultad de Psicología, Universidad de la República, Montevideo, Uruguay
- MRC Unit for Lifelong Health & Ageing, Institute of Cardiovascular Science, University College London, London, United Kingdom
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Pavithra Nagarajan
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA, USA
| | - Jacqueline M Lane
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Brian Spitzer
- Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Matthew Maher
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Joon Chung
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
| | - Brian E Cade
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | - Shaun M Purcell
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
- Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA, USA
| | - Xiaofeng Zhu
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Raymond Noordam
- Department of Internal Medicine, Section of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - Andrew J. K. Phillips
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia
| | - Simon D. Kyle
- Sir Jules Thorn Sleep and Circadian Neuroscience Institute, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Kai Spiegelhalder
- Department of Psychiatry and Psychotherapy, Medical Centre - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Michael N Weedon
- Genetics of Complex Traits, University of Exeter Medical School, Exeter, UK
| | - Deborah A. Lawlor
- MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - 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
| | - 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
| | - Carmen R Isasi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Tamar Sofer
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
- Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Hassan S Dashti
- Broad Institute, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Martin K Rutter
- Division of Endocrinology, Diabetes & Gastroenterology, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- Diabetes, Endocrinology and Metabolism Centre, Manchester University NHS Foundation Trust, NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester, UK
| | - Susan Redline
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
| | - Richa Saxena
- Broad Institute, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Heming Wang
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Neurology and Medicine, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
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