Age-related changes in plasma biomarkers and their association with mortality in COVID-19

Coronavirus disease 2019 (COVID-19)-induced mortality occurs predominantly in older patients. Several immunomodulating therapies seem less beneficial in these patients. The biological substrate behind these observations is unknown. The aim of this study was to obtain insight into the association bet...

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Veröffentlicht in:The European respiratory journal 2023-07, Vol.62 (1), p.2300011
Hauptverfasser: Michels, Erik H A, Appelman, Brent, de Brabander, Justin, van Amstel, Rombout B E, Chouchane, Osoul, van Linge, Christine C A, Schuurman, Alex R, Reijnders, Tom D Y, Sulzer, Titia A L, Klarenbeek, Augustijn M, Douma, Renée A, Bos, Lieuwe D J, Wiersinga, W Joost, Peters-Sengers, Hessel, van der Poll, Tom, van Agtmael, Michiel, Algera, Anne Geke, van Baarle, Floor, Beudel, Martijn, Bogaard, Harm Jan, Bomers, Marije, Bonta, Peter, Bos, Lieuwe, Botta, Michela, de Bree, Godelieve, de Bruin, Sanne, Bugiani, Marianna, Bulle, Esther, Buis, David T P, Cloherty, Alex, Dijkstra, Mirjam, Dongelmans, Dave A, Dujardin, Romein W G, Elbers, Paul, Fleuren, Lucas, Geerlings, Suzanne, Geijtenbeek, Theo, Girbes, Armand, Goorhuis, Bram, Grobusch, Martin P, Hagens, Laura, Hamann, Jorg, Harris, Vanessa, Hemke, Robert, Hermans, Sabine M, Heunks, Leo, Hollmann, Markus, Horn, Janneke, Hovius, Joppe W, de Jong, Hanna K, de Jong, Menno D, Koning, Rutger, Lemkes, Bregje, Lim, Endry H T, van Mourik, Niels, Nellen, Jeaninne, Nossent, Esther J, Olie, Sabine, Paulus, Frederique, Peters, Edgar, Pina-Fuentes, Dan A I, Preckel, Bennedikt, Prins, Jan M, Raasveld, Jorinde, Reijnders, Tom, de Rotte, Maurits C F J, Schinkel, Michiel, Schultz, Marcus J, Schrauwen, Femke A P, Schuurman, Alex, Schuurmans, Jaap, Sigaloff, Kim, Slim, Marleen A, Smeele, Patrick, Smit, Marry, Stijnis, Cornelis S, Stilma, Willemke, Teunissen, Charlotte, Thoral, Patrick, Tsonas, Anissa M, Tuinman, Pieter R, van der Valk, Marc, Veelo, Denise P, Volleman, Carolien, de Vries, Heder, Vught, Lonneke A, van Vugt, Michèle, Wouters, Dorien, Zwinderman, A H Koos, Brouwer, Matthijs C, Vlaar, Alexander P J, van de Beek, Diederik
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container_issue 1
container_start_page 2300011
container_title The European respiratory journal
container_volume 62
creator Michels, Erik H A
Appelman, Brent
de Brabander, Justin
van Amstel, Rombout B E
Chouchane, Osoul
van Linge, Christine C A
Schuurman, Alex R
Reijnders, Tom D Y
Sulzer, Titia A L
Klarenbeek, Augustijn M
Douma, Renée A
Bos, Lieuwe D J
Wiersinga, W Joost
Peters-Sengers, Hessel
van der Poll, Tom
van Agtmael, Michiel
Algera, Anne Geke
Appelman, Brent
van Baarle, Floor
Beudel, Martijn
Bogaard, Harm Jan
Bomers, Marije
Bonta, Peter
Bos, Lieuwe
Botta, Michela
de Brabander, Justin
de Bree, Godelieve
de Bruin, Sanne
Bugiani, Marianna
Bulle, Esther
Buis, David T P
Chouchane, Osoul
Cloherty, Alex
Dijkstra, Mirjam
Dongelmans, Dave A
Dujardin, Romein W G
Elbers, Paul
Fleuren, Lucas
Geerlings, Suzanne
Geijtenbeek, Theo
Girbes, Armand
Goorhuis, Bram
Grobusch, Martin P
Hagens, Laura
Hamann, Jorg
Harris, Vanessa
Hemke, Robert
Hermans, Sabine M
Heunks, Leo
Hollmann, Markus
Horn, Janneke
Hovius, Joppe W
de Jong, Hanna K
de Jong, Menno D
Koning, Rutger
Lemkes, Bregje
Lim, Endry H T
van Mourik, Niels
Nellen, Jeaninne
Nossent, Esther J
Olie, Sabine
Paulus, Frederique
Peters, Edgar
Pina-Fuentes, Dan A I
van der Poll, Tom
Preckel, Bennedikt
Prins, Jan M
Raasveld, Jorinde
Reijnders, Tom
de Rotte, Maurits C F J
Schinkel, Michiel
Schultz, Marcus J
Schrauwen, Femke A P
Schuurman, Alex
Schuurmans, Jaap
Sigaloff, Kim
Slim, Marleen A
Smeele, Patrick
Smit, Marry
Stijnis, Cornelis S
Stilma, Willemke
Teunissen, Charlotte
Thoral, Patrick
Tsonas, Anissa M
Tuinman, Pieter R
van der Valk, Marc
Veelo, Denise P
Volleman, Carolien
de Vries, Heder
Vught, Lonneke A
van Vugt, Michèle
Wouters, Dorien
Zwinderman, A H Koos
Brouwer, Matthijs C
Wiersinga, W Joost
Vlaar, Alexander P J
van de Beek, Diederik
description Coronavirus disease 2019 (COVID-19)-induced mortality occurs predominantly in older patients. Several immunomodulating therapies seem less beneficial in these patients. The biological substrate behind these observations is unknown. The aim of this study was to obtain insight into the association between ageing, the host response and mortality in patients with COVID-19. We determined 43 biomarkers reflective of alterations in four pathophysiological domains: endothelial cell and coagulation activation, inflammation and organ damage, and cytokine and chemokine release. We used mediation analysis to associate ageing-driven alterations in the host response with 30-day mortality. Biomarkers associated with both ageing and mortality were validated in an intensive care unit and external cohort. 464 general ward patients with COVID-19 were stratified according to age decades. Increasing age was an independent risk factor for 30-day mortality. Ageing was associated with alterations in each of the host response domains, characterised by greater activation of the endothelium and coagulation system and stronger elevation of inflammation and organ damage markers, which was independent of an increase in age-related comorbidities. Soluble tumour necrosis factor receptor 1, soluble triggering receptor expressed on myeloid cells 1 and soluble thrombomodulin showed the strongest correlation with ageing and explained part of the ageing-driven increase in 30-day mortality (proportion mediated: 13.0%, 12.9% and 12.6%, respectively). Ageing is associated with a strong and broad modification of the host response to COVID-19, and specific immune changes likely contribute to increased mortality in older patients. These results may provide insight into potential age-specific immunomodulatory targets in COVID-19.
doi_str_mv 10.1183/13993003.00011-2023
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Appelman, Brent ; de Brabander, Justin ; van Amstel, Rombout B E ; Chouchane, Osoul ; van Linge, Christine C A ; Schuurman, Alex R ; Reijnders, Tom D Y ; Sulzer, Titia A L ; Klarenbeek, Augustijn M ; Douma, Renée A ; Bos, Lieuwe D J ; Wiersinga, W Joost ; Peters-Sengers, Hessel ; van der Poll, Tom ; van Agtmael, Michiel ; Algera, Anne Geke ; Appelman, Brent ; van Baarle, Floor ; Beudel, Martijn ; Bogaard, Harm Jan ; Bomers, Marije ; Bonta, Peter ; Bos, Lieuwe ; Botta, Michela ; de Brabander, Justin ; de Bree, Godelieve ; de Bruin, Sanne ; Bugiani, Marianna ; Bulle, Esther ; Buis, David T P ; Chouchane, Osoul ; Cloherty, Alex ; Dijkstra, Mirjam ; Dongelmans, Dave A ; Dujardin, Romein W G ; Elbers, Paul ; Fleuren, Lucas ; Geerlings, Suzanne ; Geijtenbeek, Theo ; Girbes, Armand ; Goorhuis, Bram ; Grobusch, Martin P ; Hagens, Laura ; Hamann, Jorg ; Harris, Vanessa ; Hemke, Robert ; Hermans, Sabine M ; Heunks, Leo ; Hollmann, Markus ; Horn, Janneke ; Hovius, Joppe W ; de Jong, Hanna K ; de Jong, Menno D ; Koning, Rutger ; Lemkes, Bregje ; Lim, Endry H T ; van Mourik, Niels ; Nellen, Jeaninne ; Nossent, Esther J ; Olie, Sabine ; Paulus, Frederique ; Peters, Edgar ; Pina-Fuentes, Dan A I ; van der Poll, Tom ; Preckel, Bennedikt ; Prins, Jan M ; Raasveld, Jorinde ; Reijnders, Tom ; de Rotte, Maurits C F J ; Schinkel, Michiel ; Schultz, Marcus J ; Schrauwen, Femke A P ; Schuurman, Alex ; Schuurmans, Jaap ; Sigaloff, Kim ; Slim, Marleen A ; Smeele, Patrick ; Smit, Marry ; Stijnis, Cornelis S ; Stilma, Willemke ; Teunissen, Charlotte ; Thoral, Patrick ; Tsonas, Anissa M ; Tuinman, Pieter R ; van der Valk, Marc ; Veelo, Denise P ; Volleman, Carolien ; de Vries, Heder ; Vught, Lonneke A ; van Vugt, Michèle ; Wouters, Dorien ; Zwinderman, A H Koos ; Brouwer, Matthijs C ; Wiersinga, W Joost ; Vlaar, Alexander P J ; van de Beek, Diederik</creator><creatorcontrib>Michels, Erik H A ; Appelman, Brent ; de Brabander, Justin ; van Amstel, Rombout B E ; Chouchane, Osoul ; van Linge, Christine C A ; Schuurman, Alex R ; Reijnders, Tom D Y ; Sulzer, Titia A L ; Klarenbeek, Augustijn M ; Douma, Renée A ; Bos, Lieuwe D J ; Wiersinga, W Joost ; Peters-Sengers, Hessel ; van der Poll, Tom ; van Agtmael, Michiel ; Algera, Anne Geke ; Appelman, Brent ; van Baarle, Floor ; Beudel, Martijn ; Bogaard, Harm Jan ; Bomers, Marije ; Bonta, Peter ; Bos, Lieuwe ; Botta, Michela ; de Brabander, Justin ; de Bree, Godelieve ; de Bruin, Sanne ; Bugiani, Marianna ; Bulle, Esther ; Buis, David T P ; Chouchane, Osoul ; Cloherty, Alex ; Dijkstra, Mirjam ; Dongelmans, Dave A ; Dujardin, Romein W G ; Elbers, Paul ; Fleuren, Lucas ; Geerlings, Suzanne ; Geijtenbeek, Theo ; Girbes, Armand ; Goorhuis, Bram ; Grobusch, Martin P ; Hagens, Laura ; Hamann, Jorg ; Harris, Vanessa ; Hemke, Robert ; Hermans, Sabine M ; Heunks, Leo ; Hollmann, Markus ; Horn, Janneke ; Hovius, Joppe W ; de Jong, Hanna K ; de Jong, Menno D ; Koning, Rutger ; Lemkes, Bregje ; Lim, Endry H T ; van Mourik, Niels ; Nellen, Jeaninne ; Nossent, Esther J ; Olie, Sabine ; Paulus, Frederique ; Peters, Edgar ; Pina-Fuentes, Dan A I ; van der Poll, Tom ; Preckel, Bennedikt ; Prins, Jan M ; Raasveld, Jorinde ; Reijnders, Tom ; de Rotte, Maurits C F J ; Schinkel, Michiel ; Schultz, Marcus J ; Schrauwen, Femke A P ; Schuurman, Alex ; Schuurmans, Jaap ; Sigaloff, Kim ; Slim, Marleen A ; Smeele, Patrick ; Smit, Marry ; Stijnis, Cornelis S ; Stilma, Willemke ; Teunissen, Charlotte ; Thoral, Patrick ; Tsonas, Anissa M ; Tuinman, Pieter R ; van der Valk, Marc ; Veelo, Denise P ; Volleman, Carolien ; de Vries, Heder ; Vught, Lonneke A ; van Vugt, Michèle ; Wouters, Dorien ; Zwinderman, A H Koos ; Brouwer, Matthijs C ; Wiersinga, W Joost ; Vlaar, Alexander P J ; van de Beek, Diederik ; Amsterdam UMC COVID-19 Biobank Study Group ; Amsterdam UMC COVID-19 Biobank Study Group</creatorcontrib><description>Coronavirus disease 2019 (COVID-19)-induced mortality occurs predominantly in older patients. Several immunomodulating therapies seem less beneficial in these patients. The biological substrate behind these observations is unknown. The aim of this study was to obtain insight into the association between ageing, the host response and mortality in patients with COVID-19. We determined 43 biomarkers reflective of alterations in four pathophysiological domains: endothelial cell and coagulation activation, inflammation and organ damage, and cytokine and chemokine release. We used mediation analysis to associate ageing-driven alterations in the host response with 30-day mortality. Biomarkers associated with both ageing and mortality were validated in an intensive care unit and external cohort. 464 general ward patients with COVID-19 were stratified according to age decades. Increasing age was an independent risk factor for 30-day mortality. Ageing was associated with alterations in each of the host response domains, characterised by greater activation of the endothelium and coagulation system and stronger elevation of inflammation and organ damage markers, which was independent of an increase in age-related comorbidities. Soluble tumour necrosis factor receptor 1, soluble triggering receptor expressed on myeloid cells 1 and soluble thrombomodulin showed the strongest correlation with ageing and explained part of the ageing-driven increase in 30-day mortality (proportion mediated: 13.0%, 12.9% and 12.6%, respectively). Ageing is associated with a strong and broad modification of the host response to COVID-19, and specific immune changes likely contribute to increased mortality in older patients. These results may provide insight into potential age-specific immunomodulatory targets in COVID-19.</description><identifier>ISSN: 0903-1936</identifier><identifier>EISSN: 1399-3003</identifier><identifier>DOI: 10.1183/13993003.00011-2023</identifier><identifier>PMID: 37080568</identifier><language>eng</language><publisher>England: European Respiratory Society</publisher><subject>Aged ; Aging ; Biomarkers ; COVID-19 ; Cytokines ; Humans ; Inflammation ; Original</subject><ispartof>The European respiratory journal, 2023-07, Vol.62 (1), p.2300011</ispartof><rights>Copyright ©The authors 2023.</rights><rights>Copyright ©The authors 2023. 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P</creatorcontrib><creatorcontrib>Hagens, Laura</creatorcontrib><creatorcontrib>Hamann, Jorg</creatorcontrib><creatorcontrib>Harris, Vanessa</creatorcontrib><creatorcontrib>Hemke, Robert</creatorcontrib><creatorcontrib>Hermans, Sabine M</creatorcontrib><creatorcontrib>Heunks, Leo</creatorcontrib><creatorcontrib>Hollmann, Markus</creatorcontrib><creatorcontrib>Horn, Janneke</creatorcontrib><creatorcontrib>Hovius, Joppe W</creatorcontrib><creatorcontrib>de Jong, Hanna K</creatorcontrib><creatorcontrib>de Jong, Menno D</creatorcontrib><creatorcontrib>Koning, Rutger</creatorcontrib><creatorcontrib>Lemkes, Bregje</creatorcontrib><creatorcontrib>Lim, Endry H T</creatorcontrib><creatorcontrib>van Mourik, Niels</creatorcontrib><creatorcontrib>Nellen, Jeaninne</creatorcontrib><creatorcontrib>Nossent, Esther J</creatorcontrib><creatorcontrib>Olie, Sabine</creatorcontrib><creatorcontrib>Paulus, Frederique</creatorcontrib><creatorcontrib>Peters, Edgar</creatorcontrib><creatorcontrib>Pina-Fuentes, Dan A I</creatorcontrib><creatorcontrib>van der Poll, Tom</creatorcontrib><creatorcontrib>Preckel, Bennedikt</creatorcontrib><creatorcontrib>Prins, Jan M</creatorcontrib><creatorcontrib>Raasveld, Jorinde</creatorcontrib><creatorcontrib>Reijnders, Tom</creatorcontrib><creatorcontrib>de Rotte, Maurits C F J</creatorcontrib><creatorcontrib>Schinkel, Michiel</creatorcontrib><creatorcontrib>Schultz, Marcus J</creatorcontrib><creatorcontrib>Schrauwen, Femke A P</creatorcontrib><creatorcontrib>Schuurman, Alex</creatorcontrib><creatorcontrib>Schuurmans, Jaap</creatorcontrib><creatorcontrib>Sigaloff, Kim</creatorcontrib><creatorcontrib>Slim, Marleen A</creatorcontrib><creatorcontrib>Smeele, Patrick</creatorcontrib><creatorcontrib>Smit, Marry</creatorcontrib><creatorcontrib>Stijnis, Cornelis S</creatorcontrib><creatorcontrib>Stilma, Willemke</creatorcontrib><creatorcontrib>Teunissen, Charlotte</creatorcontrib><creatorcontrib>Thoral, Patrick</creatorcontrib><creatorcontrib>Tsonas, Anissa M</creatorcontrib><creatorcontrib>Tuinman, Pieter R</creatorcontrib><creatorcontrib>van der Valk, Marc</creatorcontrib><creatorcontrib>Veelo, Denise P</creatorcontrib><creatorcontrib>Volleman, Carolien</creatorcontrib><creatorcontrib>de Vries, Heder</creatorcontrib><creatorcontrib>Vught, Lonneke A</creatorcontrib><creatorcontrib>van Vugt, Michèle</creatorcontrib><creatorcontrib>Wouters, Dorien</creatorcontrib><creatorcontrib>Zwinderman, A H Koos</creatorcontrib><creatorcontrib>Brouwer, Matthijs C</creatorcontrib><creatorcontrib>Wiersinga, W Joost</creatorcontrib><creatorcontrib>Vlaar, Alexander P J</creatorcontrib><creatorcontrib>van de Beek, Diederik</creatorcontrib><creatorcontrib>Amsterdam UMC COVID-19 Biobank Study Group</creatorcontrib><creatorcontrib>Amsterdam UMC COVID-19 Biobank Study Group</creatorcontrib><title>Age-related changes in plasma biomarkers and their association with mortality in COVID-19</title><title>The European respiratory journal</title><addtitle>Eur Respir J</addtitle><description>Coronavirus disease 2019 (COVID-19)-induced mortality occurs predominantly in older patients. Several immunomodulating therapies seem less beneficial in these patients. The biological substrate behind these observations is unknown. The aim of this study was to obtain insight into the association between ageing, the host response and mortality in patients with COVID-19. We determined 43 biomarkers reflective of alterations in four pathophysiological domains: endothelial cell and coagulation activation, inflammation and organ damage, and cytokine and chemokine release. We used mediation analysis to associate ageing-driven alterations in the host response with 30-day mortality. Biomarkers associated with both ageing and mortality were validated in an intensive care unit and external cohort. 464 general ward patients with COVID-19 were stratified according to age decades. Increasing age was an independent risk factor for 30-day mortality. Ageing was associated with alterations in each of the host response domains, characterised by greater activation of the endothelium and coagulation system and stronger elevation of inflammation and organ damage markers, which was independent of an increase in age-related comorbidities. Soluble tumour necrosis factor receptor 1, soluble triggering receptor expressed on myeloid cells 1 and soluble thrombomodulin showed the strongest correlation with ageing and explained part of the ageing-driven increase in 30-day mortality (proportion mediated: 13.0%, 12.9% and 12.6%, respectively). Ageing is associated with a strong and broad modification of the host response to COVID-19, and specific immune changes likely contribute to increased mortality in older patients. These results may provide insight into potential age-specific immunomodulatory targets in 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Heder</creatorcontrib><creatorcontrib>Vught, Lonneke A</creatorcontrib><creatorcontrib>van Vugt, Michèle</creatorcontrib><creatorcontrib>Wouters, Dorien</creatorcontrib><creatorcontrib>Zwinderman, A H Koos</creatorcontrib><creatorcontrib>Brouwer, Matthijs C</creatorcontrib><creatorcontrib>Wiersinga, W Joost</creatorcontrib><creatorcontrib>Vlaar, Alexander P J</creatorcontrib><creatorcontrib>van de Beek, Diederik</creatorcontrib><creatorcontrib>Amsterdam UMC COVID-19 Biobank Study Group</creatorcontrib><creatorcontrib>Amsterdam UMC COVID-19 Biobank Study Group</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The European respiratory journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Michels, Erik H A</au><au>Appelman, Brent</au><au>de Brabander, Justin</au><au>van Amstel, Rombout B E</au><au>Chouchane, Osoul</au><au>van Linge, Christine C A</au><au>Schuurman, Alex R</au><au>Reijnders, Tom D Y</au><au>Sulzer, Titia A L</au><au>Klarenbeek, Augustijn M</au><au>Douma, Renée A</au><au>Bos, Lieuwe D J</au><au>Wiersinga, W Joost</au><au>Peters-Sengers, Hessel</au><au>van der Poll, Tom</au><au>van Agtmael, Michiel</au><au>Algera, Anne Geke</au><au>Appelman, Brent</au><au>van Baarle, Floor</au><au>Beudel, Martijn</au><au>Bogaard, Harm Jan</au><au>Bomers, Marije</au><au>Bonta, Peter</au><au>Bos, Lieuwe</au><au>Botta, Michela</au><au>de Brabander, Justin</au><au>de Bree, Godelieve</au><au>de Bruin, Sanne</au><au>Bugiani, Marianna</au><au>Bulle, Esther</au><au>Buis, David T P</au><au>Chouchane, Osoul</au><au>Cloherty, Alex</au><au>Dijkstra, Mirjam</au><au>Dongelmans, Dave A</au><au>Dujardin, Romein W G</au><au>Elbers, Paul</au><au>Fleuren, Lucas</au><au>Geerlings, Suzanne</au><au>Geijtenbeek, Theo</au><au>Girbes, Armand</au><au>Goorhuis, Bram</au><au>Grobusch, Martin P</au><au>Hagens, Laura</au><au>Hamann, Jorg</au><au>Harris, Vanessa</au><au>Hemke, Robert</au><au>Hermans, Sabine M</au><au>Heunks, Leo</au><au>Hollmann, Markus</au><au>Horn, Janneke</au><au>Hovius, Joppe W</au><au>de Jong, Hanna K</au><au>de Jong, Menno D</au><au>Koning, Rutger</au><au>Lemkes, Bregje</au><au>Lim, Endry H T</au><au>van Mourik, Niels</au><au>Nellen, Jeaninne</au><au>Nossent, Esther J</au><au>Olie, Sabine</au><au>Paulus, Frederique</au><au>Peters, Edgar</au><au>Pina-Fuentes, Dan A I</au><au>van der Poll, Tom</au><au>Preckel, Bennedikt</au><au>Prins, Jan M</au><au>Raasveld, Jorinde</au><au>Reijnders, Tom</au><au>de Rotte, Maurits C F J</au><au>Schinkel, Michiel</au><au>Schultz, Marcus J</au><au>Schrauwen, Femke A P</au><au>Schuurman, Alex</au><au>Schuurmans, Jaap</au><au>Sigaloff, Kim</au><au>Slim, Marleen A</au><au>Smeele, Patrick</au><au>Smit, Marry</au><au>Stijnis, Cornelis S</au><au>Stilma, Willemke</au><au>Teunissen, Charlotte</au><au>Thoral, Patrick</au><au>Tsonas, Anissa M</au><au>Tuinman, Pieter R</au><au>van der Valk, Marc</au><au>Veelo, Denise P</au><au>Volleman, Carolien</au><au>de Vries, Heder</au><au>Vught, Lonneke A</au><au>van Vugt, Michèle</au><au>Wouters, Dorien</au><au>Zwinderman, A H Koos</au><au>Brouwer, Matthijs C</au><au>Wiersinga, W Joost</au><au>Vlaar, Alexander P J</au><au>van de Beek, Diederik</au><aucorp>Amsterdam UMC COVID-19 Biobank Study Group</aucorp><aucorp>Amsterdam UMC COVID-19 Biobank Study Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Age-related changes in plasma biomarkers and their association with mortality in COVID-19</atitle><jtitle>The European respiratory journal</jtitle><addtitle>Eur Respir J</addtitle><date>2023-07-01</date><risdate>2023</risdate><volume>62</volume><issue>1</issue><spage>2300011</spage><pages>2300011-</pages><issn>0903-1936</issn><eissn>1399-3003</eissn><abstract>Coronavirus disease 2019 (COVID-19)-induced mortality occurs predominantly in older patients. Several immunomodulating therapies seem less beneficial in these patients. The biological substrate behind these observations is unknown. The aim of this study was to obtain insight into the association between ageing, the host response and mortality in patients with COVID-19. We determined 43 biomarkers reflective of alterations in four pathophysiological domains: endothelial cell and coagulation activation, inflammation and organ damage, and cytokine and chemokine release. We used mediation analysis to associate ageing-driven alterations in the host response with 30-day mortality. Biomarkers associated with both ageing and mortality were validated in an intensive care unit and external cohort. 464 general ward patients with COVID-19 were stratified according to age decades. Increasing age was an independent risk factor for 30-day mortality. Ageing was associated with alterations in each of the host response domains, characterised by greater activation of the endothelium and coagulation system and stronger elevation of inflammation and organ damage markers, which was independent of an increase in age-related comorbidities. Soluble tumour necrosis factor receptor 1, soluble triggering receptor expressed on myeloid cells 1 and soluble thrombomodulin showed the strongest correlation with ageing and explained part of the ageing-driven increase in 30-day mortality (proportion mediated: 13.0%, 12.9% and 12.6%, respectively). Ageing is associated with a strong and broad modification of the host response to COVID-19, and specific immune changes likely contribute to increased mortality in older patients. These results may provide insight into potential age-specific immunomodulatory targets in COVID-19.</abstract><cop>England</cop><pub>European Respiratory Society</pub><pmid>37080568</pmid><doi>10.1183/13993003.00011-2023</doi><orcidid>https://orcid.org/0000-0001-8145-2444</orcidid><orcidid>https://orcid.org/0000-0003-2911-4549</orcidid><orcidid>https://orcid.org/0000-0003-3145-864X</orcidid><orcidid>https://orcid.org/0000-0001-9322-1117</orcidid><orcidid>https://orcid.org/0000-0002-4560-8410</orcidid><oa>free_for_read</oa></addata></record>
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identifier ISSN: 0903-1936
ispartof The European respiratory journal, 2023-07, Vol.62 (1), p.2300011
issn 0903-1936
1399-3003
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10151455
source MEDLINE; EZB-FREE-00999 freely available EZB journals
subjects Aged
Aging
Biomarkers
COVID-19
Cytokines
Humans
Inflammation
Original
title Age-related changes in plasma biomarkers and their association with mortality in COVID-19
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