IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-32357-2.html
   My bibliography  Save this article

Whole blood DNA methylation analysis reveals respiratory environmental traits involved in COVID-19 severity following SARS-CoV-2 infection

Author

Listed:
  • Guillermo Barturen

    (GENYO. Center for Genomics and Oncological Research Pfizer/University of Granada/Andalusian Regional Government)

  • Elena Carnero-Montoro

    (GENYO. Center for Genomics and Oncological Research Pfizer/University of Granada/Andalusian Regional Government)

  • Manuel Martínez-Bueno

    (GENYO. Center for Genomics and Oncological Research Pfizer/University of Granada/Andalusian Regional Government)

  • Silvia Rojo-Rello

    (Hospital Clínico Universitario de Valladolid)

  • Beatriz Sobrino

    (Hospital Regional de Málaga
    IBIMA. Instituto de Investigación Biomédica de Málaga)

  • Óscar Porras-Perales

    (Hospital Regional de Málaga
    IBIMA. Instituto de Investigación Biomédica de Málaga)

  • Clara Alcántara-Domínguez

    (Lorgen G.P., S.L., Business Innovation Center - BIC/CEEL, Technological Area of Health Science)

  • David Bernardo

    (Mucosal Immunology Lab. Unidad de Excelencia Instituto de Biomedicina y Genética Molecular de Valladolid (IBGM, Universidad de Valladolid-CSIC)
    Centro de Investigaciones Biomédicas en Red en Enfermedades Infecciosas (CIBERINFEC))

  • Marta E. Alarcón-Riquelme

    (GENYO. Center for Genomics and Oncological Research Pfizer/University of Granada/Andalusian Regional Government
    Karolinska Institutet)

Abstract

SARS-CoV-2 infection can cause an inflammatory syndrome (COVID-19) leading, in many cases, to bilateral pneumonia, severe dyspnea, and in ~5% of these, death. DNA methylation is known to play an important role in the regulation of the immune processes behind COVID-19 progression, however it has not been studied in depth. In this study, we aim to evaluate the implication of DNA methylation in COVID-19 progression by means of a genome-wide DNA methylation analysis combined with DNA genotyping. The results reveal the existence of epigenomic regulation of functional pathways associated with COVID-19 progression and mediated by genetic loci. We find an environmental trait-related signature that discriminates mild from severe cases and regulates, among other cytokines, IL-6 expression via the transcription factor CEBP. The analyses suggest that an interaction between environmental contribution, genetics, and epigenetics might be playing a role in triggering the cytokine storm described in the most severe cases.

Suggested Citation

  • Guillermo Barturen & Elena Carnero-Montoro & Manuel Martínez-Bueno & Silvia Rojo-Rello & Beatriz Sobrino & Óscar Porras-Perales & Clara Alcántara-Domínguez & David Bernardo & Marta E. Alarcón-Riquelme, 2022. "Whole blood DNA methylation analysis reveals respiratory environmental traits involved in COVID-19 severity following SARS-CoV-2 infection," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-32357-2
    DOI: 10.1038/s41467-022-32357-2
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-32357-2
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-32357-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Dirk Schübeler, 2015. "Function and information content of DNA methylation," Nature, Nature, vol. 517(7534), pages 321-326, January.
    2. Xinyang Li & Xianrui Zhong & Yongbo Wang & Xiantao Zeng & Ting Luo & Qing Liu, 2021. "Clinical determinants of the severity of COVID-19: A systematic review and meta-analysis," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-21, May.
    3. Alejandro Ochoa & John D Storey, 2021. "Estimating FST and kinship for arbitrary population structures," PLOS Genetics, Public Library of Science, vol. 17(1), pages 1-36, January.
    4. Viechtbauer, Wolfgang, 2010. "Conducting Meta-Analyses in R with the metafor Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 36(i03).
    5. Erola Pairo-Castineira & Sara Clohisey & Lucija Klaric & Andrew D. Bretherick & Konrad Rawlik & Dorota Pasko & Susan Walker & Nick Parkinson & Max Head Fourman & Clark D. Russell & James Furniss & Ann, 2021. "Genetic mechanisms of critical illness in COVID-19," Nature, Nature, vol. 591(7848), pages 92-98, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhaozhong Zhu & Yijun Li & Robert J. Freishtat & Juan C. Celedón & Janice A. Espinola & Brennan Harmon & Andrea Hahn & Carlos A. Camargo & Liming Liang & Kohei Hasegawa, 2023. "Epigenome-wide association analysis of infant bronchiolitis severity: a multicenter prospective cohort study," Nature Communications, Nature, vol. 14(1), pages 1-13, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bart Verkuil & Serpil Atasayi & Marc L Molendijk, 2015. "Workplace Bullying and Mental Health: A Meta-Analysis on Cross-Sectional and Longitudinal Data," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-16, August.
    2. Francesca Pilotto & Ingolf Kühn & Rita Adrian & Renate Alber & Audrey Alignier & Christopher Andrews & Jaana Bäck & Luc Barbaro & Deborah Beaumont & Natalie Beenaerts & Sue Benham & David S. Boukal & , 2020. "Meta-analysis of multidecadal biodiversity trends in Europe," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
    3. repec:cup:judgdm:v:15:y:2020:i:6:p:972-988 is not listed on IDEAS
    4. Jonas Schmidt & Tammo H. A. Bijmolt, 2020. "Accurately measuring willingness to pay for consumer goods: a meta-analysis of the hypothetical bias," Journal of the Academy of Marketing Science, Springer, vol. 48(3), pages 499-518, May.
    5. Mario Herberz & Tobias Brosch & Ulf J. J. Hahnel, 2020. "Kilo what? Default units increase value sensitivity in joint evaluations of energy efficiency," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 15(6), pages 972-988, November.
    6. Piers Steel & Sjoerd Beugelsdijk & Herman Aguinis, 2021. "The anatomy of an award-winning meta-analysis: Recommendations for authors, reviewers, and readers of meta-analytic reviews," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(1), pages 23-44, February.
    7. Augusteijn, Hilde Elisabeth Maria & van Aert, Robbie Cornelis Maria & van Assen, Marcel A. L. M., 2021. "Posterior Probabilities of Effect Sizes and Heterogeneity in Meta-Analysis: An Intuitive Approach of Dealing with Publication Bias," OSF Preprints avkgj, Center for Open Science.
    8. Georgiou, George K. & Guo, Kan & Naveenkumar, Nithya & Vieira, Ana Paula Alves & Das, J.P., 2020. "PASS theory of intelligence and academic achievement: A meta-analytic review," Intelligence, Elsevier, vol. 79(C).
    9. Stephan Kambach & Ingolf Kühn & Bastien Castagneyrol & Helge Bruelheide, 2016. "The Impact of Tree Diversity on Different Aspects of Insect Herbivory along a Global Temperature Gradient - A Meta-Analysis," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-14, November.
    10. repec:cup:judgdm:v:14:y:2019:i:3:p:234-279 is not listed on IDEAS
    11. de la Cruz, Vera Ysabel V. & Tantriani, & Cheng, Weiguo & Tawaraya, Keitaro, 2023. "Yield gap between organic and conventional farming systems across climate types and sub-types: A meta-analysis," Agricultural Systems, Elsevier, vol. 211(C).
    12. Kelly R Moran & Sara Y Del Valle, 2016. "A Meta-Analysis of the Association between Gender and Protective Behaviors in Response to Respiratory Epidemics and Pandemics," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-25, October.
    13. Cyrielle Maroteau & Antonio Espuela-Ortiz & Esther Herrera-Luis & Sundararajan Srinivasan & Fiona Carr & Roger Tavendale & Karen Wilson & Natalia Hernandez-Pacheco & James D Chalmers & Steve Turner & , 2021. "LTA4H rs2660845 association with montelukast response in early and late-onset asthma," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-17, September.
    14. Barne Willie & Emma L. Sweeney & Steven G. Badman & Mark Chatfield & Andrew J. Vallely & Angela Kelly-Hanku & David M. Whiley, 2022. "The Prevalence of Antimicrobial Resistant Neisseria gonorrhoeae in Papua New Guinea: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 19(3), pages 1-11, January.
    15. Larney, Andrea & Rotella, Amanda & Barclay, Pat, 2019. "Stake size effects in ultimatum game and dictator game offers: A meta-analysis," Organizational Behavior and Human Decision Processes, Elsevier, vol. 151(C), pages 61-72.
    16. Blum, Diego & Holling, Heinz, 2017. "Spearman's law of diminishing returns. A meta-analysis," Intelligence, Elsevier, vol. 65(C), pages 60-66.
    17. Stephanie Medlock & Juliette L Parlevliet & Danielle Sent & Saeid Eslami & Marjan Askari & Derk L Arts & Joost B Hoekstra & Sophia E de Rooij & Ameen Abu-Hanna, 2017. "An email-based intervention to improve the number and timeliness of letters sent from the hospital outpatient clinic to the general practitioner: A pair-randomized controlled trial," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-13, October.
    18. Chin Lin & Hsiang-Cheng Chen & Wen-Hui Fang & Chih-Chien Wang & Yi-Jen Peng & Herng-Sheng Lee & Hung Chang & Chi-Ming Chu & Guo-Shu Huang & Wei-Teing Chen & Yu-Jui Tsai & Hong-Ling Lin & Fu-Huang Lin , 2016. "Angiotensin-Converting Enzyme Insertion/Deletion Polymorphism and Susceptibility to Osteoarthritis of the Knee: A Case-Control Study and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 11(9), pages 1-18, September.
    19. Vize, Colin E. & Miller, Joshua D. & Lynam, Donald R., 2018. "FFM facets and their relations with different forms of antisocial behavior: An expanded meta-analysis," Journal of Criminal Justice, Elsevier, vol. 57(C), pages 67-75.
    20. Evangelos Danopoulos & Maureen Twiddy & Jeanette M Rotchell, 2020. "Microplastic contamination of drinking water: A systematic review," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-23, July.
    21. Nian-Feng Wan & Liwan Fu & Matteo Dainese & Yue-Qing Hu & Lars Pødenphant Kiær & Forest Isbell & Christoph Scherber, 2022. "Plant genetic diversity affects multiple trophic levels and trophic interactions," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    22. Dimittri Delevry & Quang A. Le, 2019. "Effect of Treatment Preference in Randomized Controlled Trials: Systematic Review of the Literature and Meta-Analysis," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 12(6), pages 593-609, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-32357-2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.