IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-023-44090-5.html
   My bibliography  Save this article

Features of acute COVID-19 associated with post-acute sequelae of SARS-CoV-2 phenotypes: results from the IMPACC study

Author

Listed:
  • Al Ozonoff

    (Boston Children’s Hospital)

  • Naresh Doni Jayavelu

    (Benaroya Research Institute)

  • Shanshan Liu

    (Boston Children’s Hospital)

  • Esther Melamed

    (The University of Texas at Austin)

  • Carly E. Milliren

    (Boston Children’s Hospital)

  • Jingjing Qi

    (Icahn School of Medicine at Mount Sinai)

  • Linda N. Geng

    (Stanford University)

  • Grace A. McComsey

    (Case Western Reserve University and University Hospitals of Cleveland)

  • Charles B. Cairns

    (Drexel University/Tower Health Hospital)

  • Lindsey R. Baden

    (Boston Children’s Hospital, Brigham and Women’s Hospital, and Harvard Medical School)

  • Joanna Schaenman

    (David Geffen School of Medicine at the University of California Los Angeles)

  • Albert C. Shaw

    (Yale School of Medicine, and Yale School of Public Health)

  • Hady Samaha

    (Emory University)

  • Vicki Seyfert-Margolis

    (MyOwnMed, Inc)

  • Florian Krammer

    (Icahn School of Medicine at Mount Sinai)

  • Lindsey B. Rosen

    (National Institute of Allergy and Infectious Diseases/National Institutes of Health)

  • Hanno Steen

    (Boston Children’s Hospital, Brigham and Women’s Hospital, and Harvard Medical School)

  • Caitlin Syphurs

    (Boston Children’s Hospital)

  • Ravi Dandekar

    (University of California San Francisco School of Medicine)

  • Casey P. Shannon

    (St. Paul’s Hospital, and the PROOF Centre of Excellence)

  • Rafick P. Sekaly

    (Case Western Reserve University and University Hospitals of Cleveland)

  • Lauren I. R. Ehrlich

    (The University of Texas at Austin)

  • David B. Corry

    (Baylor College of Medicine, and the Center for Translational Research on Inflammatory Diseases, Michael E. DeBakey VA Medical Center)

  • Farrah Kheradmand

    (Baylor College of Medicine, and the Center for Translational Research on Inflammatory Diseases, Michael E. DeBakey VA Medical Center)

  • Mark A. Atkinson

    (University of Florida/University of South Florida)

  • Scott C. Brakenridge

    (University of Florida/University of South Florida)

  • Nelson I. Agudelo Higuita

    (Oklahoma University Health Sciences Center)

  • Jordan P. Metcalf

    (Oklahoma University Health Sciences Center)

  • Catherine L. Hough

    (Oregon Health & Science University)

  • William B. Messer

    (Oregon Health & Science University)

  • Bali Pulendran

    (Stanford University)

  • Kari C. Nadeau

    (Stanford University)

  • Mark M. Davis

    (Stanford University)

  • Ana Fernandez Sesma

    (Icahn School of Medicine at Mount Sinai)

  • Viviana Simon

    (Icahn School of Medicine at Mount Sinai)

  • Harm van Bakel

    (Icahn School of Medicine at Mount Sinai)

  • Seunghee Kim-Schulze

    (Icahn School of Medicine at Mount Sinai)

  • David A. Hafler

    (Yale School of Medicine, and Yale School of Public Health)

  • Ofer Levy

    (Boston Children’s Hospital, Brigham and Women’s Hospital, and Harvard Medical School)

  • Monica Kraft

    (University of Arizona)

  • Chris Bime

    (University of Arizona)

  • Elias K. Haddad

    (Drexel University/Tower Health Hospital)

  • Carolyn S. Calfee

    (University of California San Francisco School of Medicine)

  • David J. Erle

    (University of California San Francisco School of Medicine)

  • Charles R. Langelier

    (University of California San Francisco School of Medicine)

  • Walter Eckalbar

    (University of California San Francisco School of Medicine)

  • Steven E. Bosinger

    (Emory University)

  • Bjoern Peters

    (La Jolla Institute for Immunology)

  • Steven H. Kleinstein

    (Yale School of Medicine, and Yale School of Public Health)

  • Elaine F. Reed

    (David Geffen School of Medicine at the University of California Los Angeles)

  • Alison D. Augustine

    (National Institute of Allergy and Infectious Diseases/National Institutes of Health)

  • Joann Diray-Arce

    (Boston Children’s Hospital)

  • Holden T. Maecker

    (Stanford University)

  • Matthew C. Altman

    (Benaroya Research Institute)

  • Ruth R. Montgomery

    (Yale School of Medicine, and Yale School of Public Health)

  • Patrice M. Becker

    (National Institute of Allergy and Infectious Diseases/National Institutes of Health)

  • Nadine Rouphael

    (Emory University)

Abstract

Post-acute sequelae of SARS-CoV-2 (PASC) is a significant public health concern. We describe Patient Reported Outcomes (PROs) on 590 participants prospectively assessed from hospital admission for COVID-19 through one year after discharge. Modeling identified 4 PRO clusters based on reported deficits (minimal, physical, mental/cognitive, and multidomain), supporting heterogenous clinical presentations in PASC, with sub-phenotypes associated with female sex and distinctive comorbidities. During the acute phase of disease, a higher respiratory SARS-CoV-2 viral burden and lower Receptor Binding Domain and Spike antibody titers were associated with both the physical predominant and the multidomain deficit clusters. A lower frequency of circulating B lymphocytes by mass cytometry (CyTOF) was observed in the multidomain deficit cluster. Circulating fibroblast growth factor 21 (FGF21) was significantly elevated in the mental/cognitive predominant and the multidomain clusters. Future efforts to link PASC to acute anti-viral host responses may help to better target treatment and prevention of PASC.

Suggested Citation

  • Al Ozonoff & Naresh Doni Jayavelu & Shanshan Liu & Esther Melamed & Carly E. Milliren & Jingjing Qi & Linda N. Geng & Grace A. McComsey & Charles B. Cairns & Lindsey R. Baden & Joanna Schaenman & Albe, 2024. "Features of acute COVID-19 associated with post-acute sequelae of SARS-CoV-2 phenotypes: results from the IMPACC study," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-023-44090-5
    DOI: 10.1038/s41467-023-44090-5
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-44090-5
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-44090-5?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. Sydney R. Stein & Sabrina C. Ramelli & Alison Grazioli & Joon-Yong Chung & Manmeet Singh & Claude Kwe Yinda & Clayton W. Winkler & Junfeng Sun & James M. Dickey & Kris Ylaya & Sung Hee Ko & Andrew P. , 2022. "SARS-CoV-2 infection and persistence in the human body and brain at autopsy," Nature, Nature, vol. 612(7941), pages 758-763, December.
    2. Qian Zhang & Paul Bastard & Aurélie Cobat & Jean-Laurent Casanova, 2022. "Human genetic and immunological determinants of critical COVID-19 pneumonia," Nature, Nature, vol. 603(7902), pages 587-598, March.
    3. Nancy J. Devlin & Richard Brooks, 2017. "EQ-5D and the EuroQol Group: Past, Present and Future," Applied Health Economics and Health Policy, Springer, vol. 15(2), pages 127-137, April.
    4. Sarah Esther Chang & Allan Feng & Wenzhao Meng & Sokratis A. Apostolidis & Elisabeth Mack & Maja Artandi & Linda Barman & Kate Bennett & Saborni Chakraborty & Iris Chang & Peggie Cheung & Sharon Chint, 2021. "New-onset IgG autoantibodies in hospitalized patients with COVID-19," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    Full references (including those not matched with items on IDEAS)

    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. Hideki Ogura & Jin Gohda & Xiuyuan Lu & Mizuki Yamamoto & Yoshio Takesue & Aoi Son & Sadayuki Doi & Kazuyuki Matsushita & Fumitaka Isobe & Yoshihiro Fukuda & Tai-Ping Huang & Takamasa Ueno & Naomi Mam, 2022. "Dysfunctional Sars-CoV-2-M protein-specific cytotoxic T lymphocytes in patients recovering from severe COVID-19," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    2. Stefan A. Lipman & Liying Zhang & Koonal K. Shah & Arthur E. Attema, 2023. "Time and lexicographic preferences in the valuation of EQ-5D-Y with time trade-off methodology," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(2), pages 293-305, March.
    3. Hannah Christensen & Hareth Al-Janabi & Pierre Levy & Maarten J. Postma & David E. Bloom & Paolo Landa & Oliver Damm & David M. Salisbury & Javier Diez-Domingo & Adrian K. Towse & Paula K. Lorgelly & , 2020. "Economic evaluation of meningococcal vaccines: considerations for the future," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(2), pages 297-309, March.
    4. Cassandra Mah & Vanessa K. Noonan & Stirling Bryan & David G. T. Whitehurst, 2021. "Empirical Validity of a Generic, Preference-Based Capability Wellbeing Instrument (ICECAP-A) in the Context of Spinal Cord Injury," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 14(2), pages 223-240, March.
    5. Cecilia Fahlquist-Hagert & Thomas R. Wittenborn & Ewa Terczyńska-Dyla & Kristian Savstrup Kastberg & Emily Yang & Alysa Nicole Rallistan & Quinton Raymond Markett & Gudrun Winther & Sofie Fonager & La, 2023. "Antigen presentation by B cells enables epitope spreading across an MHC barrier," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    6. McDaid, David & Park, A-La, 2023. "Making an economic argument for investment in global mental health: the case of conflict-affected refugees and displaced people," LSE Research Online Documents on Economics 118149, London School of Economics and Political Science, LSE Library.
    7. Charles F. Manski, 2023. "Using Limited Trial Evidence to Credibly Choose Treatment Dosage when Efficacy and Adverse Effects Weakly Increase with Dose," NBER Working Papers 31305, National Bureau of Economic Research, Inc.
    8. Otavio Cabral-Marques & Gilad Halpert & Lena F. Schimke & Yuri Ostrinski & Aristo Vojdani & Gabriela Crispim Baiocchi & Paula Paccielli Freire & Igor Salerno Filgueiras & Israel Zyskind & Miriam T. La, 2022. "Autoantibodies targeting GPCRs and RAS-related molecules associate with COVID-19 severity," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    9. Hernández-Alava, Mónica & Pudney, Stephen, 2017. "Econometric modelling of multiple self-reports of health states: The switch from EQ-5D-3L to EQ-5D-5L in evaluating drug therapies for rheumatoid arthritis," Journal of Health Economics, Elsevier, vol. 55(C), pages 139-152.
    10. Jakob Ankerhold & Sebastian Giese & Philipp Kolb & Andrea Maul-Pavicic & Reinhard E. Voll & Nathalie Göppert & Kevin Ciminski & Clemens Kreutz & Achim Lother & Ulrich Salzer & Wolfgang Bildl & Tim Wel, 2022. "Circulating multimeric immune complexes contribute to immunopathology in COVID-19," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    11. Márta Péntek & Ottó Hajdu & Fanni Rencz & Zsuzsanna Beretzky & Valentin Brodszky & Petra Baji & Zsombor Zrubka & Klára Major & László Gulácsi, 2019. "Subjective expectations regarding ageing: a cross-sectional online population survey in Hungary," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(1), pages 17-30, June.
    12. Héctor Pifarré i Arolas & Christian Dudel, 2019. "An Ordinal Measure of Population Health," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(3), pages 1219-1243, June.
    13. Tessa Peasgood & Julia M. Caruana & Clara Mukuria, 2023. "Systematic Review of the Effect of a One-Day Versus Seven-Day Recall Duration on Patient Reported Outcome Measures (PROMs)," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 16(3), pages 201-221, May.
    14. Stephen Poteet & Benjamin M. Craig, 2021. "QALYs for COVID-19: A Comparison of US EQ-5D-5L Value Sets," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 14(3), pages 339-345, May.
    15. Klara Greffin & Holger Muehlan & Neeltje van den Berg & Wolfgang Hoffmann & Oliver Ritter & Michael Oeff & Georg Schomerus & Silke Schmidt, 2021. "Setting-Sensitive Conceptualization and Assessment of Quality of Life in Telemedical Care—Study Protocol of the Tele-QoL Project," IJERPH, MDPI, vol. 18(19), pages 1-13, October.
    16. Anja Niemann & Vivienne Hillerich & Jürgen Wasem & Jan Dieris-Hirche & Laura Bottel & Magdalena Pape & Stephan Herpertz & Nina Timmesfeld & Jale Basten & Bert Theodor te Wildt & Klaus Wölfling & Raine, 2023. "Health Economic Evaluation of an Online-Based Motivational Program to Reduce Problematic Media Use and Promote Treatment Motivation for Internet Use Disorder—Results of the OMPRIS Study," IJERPH, MDPI, vol. 20(24), pages 1-14, December.
    17. Jillian R. Jaycox & Carolina Lucas & Inci Yildirim & Yile Dai & Eric Y. Wang & Valter Monteiro & Sandra Lord & Jeffrey Carlin & Mariko Kita & Jane H. Buckner & Shuangge Ma & Melissa Campbell & Albert , 2023. "SARS-CoV-2 mRNA vaccines decouple anti-viral immunity from humoral autoimmunity," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    18. Marian Sorin Paveliu & Elena Olariu & Raluca Caplescu & Yemi Oluboyede & Ileana-Gabriela Niculescu-Aron & Simona Ernu & Luke Vale, 2021. "Estimating an EQ-5D-3L Value Set for Romania Using Time Trade-Off," IJERPH, MDPI, vol. 18(14), pages 1-16, July.
    19. David G. T. Whitehurst & Nicholas R. Latimer & Aura Kagan & Rebecca Palmer & Nina Simmons-Mackie & J. Charles Victor & Jeffrey S. Hoch, 2018. "Developing Accessible, Pictorial Versions of Health-Related Quality-of-Life Instruments Suitable for Economic Evaluation: A Report of Preliminary Studies Conducted in Canada and the United Kingdom," PharmacoEconomics - Open, Springer, vol. 2(3), pages 225-231, September.
    20. Matthew Kennedy-Martin & Bernhard Slaap & Michael Herdman & Mandy Reenen & Tessa Kennedy-Martin & Wolfgang Greiner & Jan Busschbach & Kristina S. Boye, 2020. "Which multi-attribute utility instruments are recommended for use in cost-utility analysis? A review of national health technology assessment (HTA) guidelines," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(8), pages 1245-1257, November.

    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:15:y:2024:i:1:d:10.1038_s41467-023-44090-5. 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.