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High temporal resolution systems profiling reveals distinct patterns of interferon response after Covid-19 mRNA vaccination and SARS-CoV2 infection

View ORCID ProfileDarawan Rinchai, Sara Deola, Gabriele Zoppoli, Basirudeen Syed Ahamed Kabeer, Sara Taleb, Igor Pavlovski, Selma Maacha, Giusy Gentilcore, Mohammed Toufiq, Lisa Mathew, Li Liu, Fazulur Rehaman Vempalli, Ghada Mubarak, Stephan Lorenz, Irene Sivieri, Gabriella Cirmena, Chiara Dentone, Paola Cuccarolo, Daniele Roberto Giacobbe, Federico Baldi, Alberto Garbarino, Benedetta Cigolini, Paolo Cremonesi, Michele Bedognetti, Alberto Ballestrero, Matteo Bassetti, View ORCID ProfileBoris P. Hejblum, Tracy Augustine, Nicholas Van Panhuys, Rodolphe Thiebaut, Ricardo Branco, Tracey Chew, Maryam Shojaei, Kirsty Short, Carl Feng, PREDICT-19 consortium, Susu M. Zughaier, Andrea De Maria, Benjamin Tang, Ali Ait Hssain, Davide Bedognetti, Jean-Charles Grivel, Damien Chaussabel
doi: https://doi.org/10.1101/2021.12.12.472257
Darawan Rinchai
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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  • ORCID record for Darawan Rinchai
  • For correspondence: drinchai@sidra.org drinchai@gmail.com dchaussabel@sidra.org chaussabel@gmail.com
Sara Deola
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Gabriele Zoppoli
2IRCCS Ospedale Policlinico San Martino, Genoa, Italy
3Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
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Basirudeen Syed Ahamed Kabeer
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Sara Taleb
4Division of Genomics and Translational Biomedicine, College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
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Igor Pavlovski
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Selma Maacha
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Giusy Gentilcore
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Mohammed Toufiq
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Lisa Mathew
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Li Liu
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Fazulur Rehaman Vempalli
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Ghada Mubarak
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Stephan Lorenz
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Irene Sivieri
3Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
5Division of Infectious Diseases, Department of Health Sciences, University of Genoa, Genoa, Italy
6Department of Experimental and Clinical Medicine, School of Internal Medicine, University of Florence, Florence, Italy
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Gabriella Cirmena
2IRCCS Ospedale Policlinico San Martino, Genoa, Italy
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Chiara Dentone
2IRCCS Ospedale Policlinico San Martino, Genoa, Italy
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Paola Cuccarolo
3Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
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Daniele Roberto Giacobbe
2IRCCS Ospedale Policlinico San Martino, Genoa, Italy
5Division of Infectious Diseases, Department of Health Sciences, University of Genoa, Genoa, Italy
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Federico Baldi
5Division of Infectious Diseases, Department of Health Sciences, University of Genoa, Genoa, Italy
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Alberto Garbarino
3Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
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Benedetta Cigolini
3Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
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Paolo Cremonesi
7Emergency Department, E.O. Ospedali Galliera Genova, Italy
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Michele Bedognetti
8Azienda Sanitaria Locale 3 Genovese, Genova, Liguria, Italy
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Alberto Ballestrero
2IRCCS Ospedale Policlinico San Martino, Genoa, Italy
5Division of Infectious Diseases, Department of Health Sciences, University of Genoa, Genoa, Italy
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Matteo Bassetti
2IRCCS Ospedale Policlinico San Martino, Genoa, Italy
5Division of Infectious Diseases, Department of Health Sciences, University of Genoa, Genoa, Italy
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Boris P. Hejblum
9Univ. Bordeaux, Department of Public Health, Inserm U1219 Bordeaux Population Health Research Centre, Inria SISTM, F-33000 Bordeaux, France
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Tracy Augustine
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Nicholas Van Panhuys
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Rodolphe Thiebaut
9Univ. Bordeaux, Department of Public Health, Inserm U1219 Bordeaux Population Health Research Centre, Inria SISTM, F-33000 Bordeaux, France
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Ricardo Branco
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Tracey Chew
10Sydney Informatic Hub, The University of Sydney, Sydney, Australia
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Maryam Shojaei
11Nepean Clinical School, University of Sydney, Sydney, New South Wales, Australia;
12Westmead Institute for Medical Research, Westmead, New South Wales, Australia.
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Kirsty Short
13The University of Queensland, School of Chemistry and Molecular Biosciences, St Lucia, Brisbane, Queensland, Australia;
14Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, Queensland, Australia.
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Carl Feng
15School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia;
16Tuberculosis Research Program, Centenary Institute, The University of Sydney, Sydney, NSW, Australia.
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Susu M. Zughaier
17College of Medicine, QU Health, Qatar University, PO Box 2713, Doha, Qatar
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Andrea De Maria
2IRCCS Ospedale Policlinico San Martino, Genoa, Italy
5Division of Infectious Diseases, Department of Health Sciences, University of Genoa, Genoa, Italy
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Benjamin Tang
12Westmead Institute for Medical Research, Westmead, New South Wales, Australia.
18Westmead Institute for Medical Research, Westmead, New South Wales, Australia.
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Ali Ait Hssain
19Medical Intensive Care Unit, Hamad General Hospital, PO BOX 3050, Doha, Qatar
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Davide Bedognetti
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
3Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
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Jean-Charles Grivel
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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Damien Chaussabel
1Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
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  • For correspondence: drinchai@sidra.org drinchai@gmail.com dchaussabel@sidra.org chaussabel@gmail.com
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ABSTRACT

Knowledge of the mechanisms underpinning the development of protective immunity conferred by mRNA vaccines is fragmentary. Here we investigated responses to COVID-19 mRNA vaccination via ultra-low-volume sampling and high-temporal-resolution transcriptome profiling (23 subjects across 22 timepoints, and with 117 COVID-19 patients used as comparators). There were marked differences in the timing and amplitude of the responses to the priming and booster doses. Notably, we identified two distinct interferon signatures. The first signature (A28/S1) was robustly induced both post-prime and post-boost and in both cases correlated with the subsequent development of antibody responses. In contrast, the second interferon signature (A28/S2) was robustly induced only post-boost, where it coincided with a transient inflammation peak. In COVID19 patients, a distinct phenotype dominated by A28/S2 was associated with longer duration of intensive care. In summary, high-temporal-resolution transcriptomic permitted the identification of post- vaccination phenotypes that are determinants of the course of COVID-19 disease.

Competing Interest Statement

D.R.G. outside of this work, reports investigator-initiated grants from Gilead Italia and Pfizer Inc. M.Ba Outside of this work work, reports research grants and/or advisor/consultant and/or Speaker/chairman Bayer, Biomerieux, Cidara, Cipla, Gilead, Menarini, MSD, Pfizer, Shionogi. The other authors have no competing interests to report.

Footnotes

  • Writing has been improved throughout and a new analysis has been added to document the prevalence of Interferon Response Transcriptional Phenotypes (IRTPs) across several reference cohorts (Figure 8C).

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted January 26, 2022.
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High temporal resolution systems profiling reveals distinct patterns of interferon response after Covid-19 mRNA vaccination and SARS-CoV2 infection
Darawan Rinchai, Sara Deola, Gabriele Zoppoli, Basirudeen Syed Ahamed Kabeer, Sara Taleb, Igor Pavlovski, Selma Maacha, Giusy Gentilcore, Mohammed Toufiq, Lisa Mathew, Li Liu, Fazulur Rehaman Vempalli, Ghada Mubarak, Stephan Lorenz, Irene Sivieri, Gabriella Cirmena, Chiara Dentone, Paola Cuccarolo, Daniele Roberto Giacobbe, Federico Baldi, Alberto Garbarino, Benedetta Cigolini, Paolo Cremonesi, Michele Bedognetti, Alberto Ballestrero, Matteo Bassetti, Boris P. Hejblum, Tracy Augustine, Nicholas Van Panhuys, Rodolphe Thiebaut, Ricardo Branco, Tracey Chew, Maryam Shojaei, Kirsty Short, Carl Feng, PREDICT-19 consortium, Susu M. Zughaier, Andrea De Maria, Benjamin Tang, Ali Ait Hssain, Davide Bedognetti, Jean-Charles Grivel, Damien Chaussabel
bioRxiv 2021.12.12.472257; doi: https://doi.org/10.1101/2021.12.12.472257
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High temporal resolution systems profiling reveals distinct patterns of interferon response after Covid-19 mRNA vaccination and SARS-CoV2 infection
Darawan Rinchai, Sara Deola, Gabriele Zoppoli, Basirudeen Syed Ahamed Kabeer, Sara Taleb, Igor Pavlovski, Selma Maacha, Giusy Gentilcore, Mohammed Toufiq, Lisa Mathew, Li Liu, Fazulur Rehaman Vempalli, Ghada Mubarak, Stephan Lorenz, Irene Sivieri, Gabriella Cirmena, Chiara Dentone, Paola Cuccarolo, Daniele Roberto Giacobbe, Federico Baldi, Alberto Garbarino, Benedetta Cigolini, Paolo Cremonesi, Michele Bedognetti, Alberto Ballestrero, Matteo Bassetti, Boris P. Hejblum, Tracy Augustine, Nicholas Van Panhuys, Rodolphe Thiebaut, Ricardo Branco, Tracey Chew, Maryam Shojaei, Kirsty Short, Carl Feng, PREDICT-19 consortium, Susu M. Zughaier, Andrea De Maria, Benjamin Tang, Ali Ait Hssain, Davide Bedognetti, Jean-Charles Grivel, Damien Chaussabel
bioRxiv 2021.12.12.472257; doi: https://doi.org/10.1101/2021.12.12.472257

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