TY - JOUR
T1 - A spatially resolved single-cell lung atlas integrated with clinical and blood signatures distinguishes COVID-19 disease trajectories
AU - Da Silva Filho, João
AU - Herder, Vanessa
AU - Gibbins, Matthew P
AU - Dos Reis, Monique Freire
AU - Melo, Gisely Cardoso
AU - Haley, Michael J
AU - Judice, Carla Cristina
AU - Val, Fernando Fonseca Almeida
AU - Borba, Mayla
AU - Tavella, Tatyana Almeida
AU - de Sousa Sampaio, Vanderson
AU - Attipa, Charalampos
AU - McMonagle, Fiona
AU - Wright, Derek
AU - de Lacerda, Marcus Vinicius Guimaraes
AU - Costa, Fabio Trindade Maranhão
AU - Couper, Kevin N
AU - Marcelo Monteiro, Wuelton
AU - de Lima Ferreira, Luiz Carlos
AU - Moxon, Christopher Alan
AU - Palmarini, Massimo
AU - Marti, Matthias
PY - 2024/9/11
Y1 - 2024/9/11
N2 - COVID-19 is characterized by a broad range of symptoms and disease trajectories. Understanding the correlation between clinical biomarkers and lung pathology during acute COVID-19 is necessary to understand its diverse pathogenesis and inform more effective treatments. Here, we present an integrated analysis of longitudinal clinical parameters, peripheral blood markers, and lung pathology in 142 Brazilian patients hospitalized with COVID-19. We identified core clinical and peripheral blood signatures differentiating disease progression between patients who recovered from severe disease compared with those who succumbed to the disease. Signatures were heterogeneous among fatal cases yet clustered into two patient groups: "early death" (<15 days until death) and "late death" (>15 days). Progression to early death was characterized systemically and in lung histopathological samples by rapid endothelial and myeloid activation and the presence of thrombi associated with SARS-CoV-2+ macrophages. In contrast, progression to late death was associated with fibrosis, apoptosis, and SARS-CoV-2+ epithelial cells in postmortem lung tissue. In late death cases, cytotoxicity, interferon, and T helper 17 (TH17) signatures were only detectable in the peripheral blood after 2 weeks of hospitalization. Progression to recovery was associated with higher lymphocyte counts, TH2 responses, and anti-inflammatory-mediated responses. By integrating antemortem longitudinal blood signatures and spatial single-cell lung signatures from postmortem lung samples, we defined clinical parameters that could be used to help predict COVID-19 outcomes.
AB - COVID-19 is characterized by a broad range of symptoms and disease trajectories. Understanding the correlation between clinical biomarkers and lung pathology during acute COVID-19 is necessary to understand its diverse pathogenesis and inform more effective treatments. Here, we present an integrated analysis of longitudinal clinical parameters, peripheral blood markers, and lung pathology in 142 Brazilian patients hospitalized with COVID-19. We identified core clinical and peripheral blood signatures differentiating disease progression between patients who recovered from severe disease compared with those who succumbed to the disease. Signatures were heterogeneous among fatal cases yet clustered into two patient groups: "early death" (<15 days until death) and "late death" (>15 days). Progression to early death was characterized systemically and in lung histopathological samples by rapid endothelial and myeloid activation and the presence of thrombi associated with SARS-CoV-2+ macrophages. In contrast, progression to late death was associated with fibrosis, apoptosis, and SARS-CoV-2+ epithelial cells in postmortem lung tissue. In late death cases, cytotoxicity, interferon, and T helper 17 (TH17) signatures were only detectable in the peripheral blood after 2 weeks of hospitalization. Progression to recovery was associated with higher lymphocyte counts, TH2 responses, and anti-inflammatory-mediated responses. By integrating antemortem longitudinal blood signatures and spatial single-cell lung signatures from postmortem lung samples, we defined clinical parameters that could be used to help predict COVID-19 outcomes.
KW - Humans
KW - COVID-19/blood
KW - Lung/pathology
KW - SARS-CoV-2/isolation & purification
KW - Male
KW - Disease Progression
KW - Female
KW - Middle Aged
KW - Biomarkers/blood
KW - Single-Cell Analysis
KW - Adult
KW - Brazil
KW - Aged
UR - http://www.scopus.com/inward/record.url?scp=85204036692&partnerID=8YFLogxK
U2 - 10.1126/scitranslmed.adk9149
DO - 10.1126/scitranslmed.adk9149
M3 - Article
C2 - 39259811
SN - 1946-6234
VL - 16
JO - Science Translational Medicine
JF - Science Translational Medicine
IS - 764
M1 - eadk9149
ER -