Single-cell whole-genome DNA methylation profiling of whole blood from PASC patients and healthy controls
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE341094 | GEO | 2026/09/02
REPOSITORIES: GEO
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Project description:Globally, over 65 million individuals are estimated to suffer from post-acute sequelae of COVID-19 (PASC). A large number of individuals living with PASC experience cardiovascular symptoms (i.e. chest pain and heart palpitations) (PASC-CVS). The role of chronic inflammation in these symptoms, in particular in individuals with symptoms persisting for >1 year after SARS-CoV-2 infection, remains to be determined. Here, we show that compared to individuals with a resolved SARS-CoV-2 infection (and no persistent symptoms), individuals with prolonged PASC-CVS had elevated levels of pro-inflammatory cytokines. However, these cytokines were found to be present in trace amounts, such that they could only be detected with the use of novel nanotechnology. Importantly, these trace-level cytokines had a direct effect on the functionality of primary human cardiomyocytes in vitro. Proteomics analyses demonstrated further differences in PASC-CVS and recovered plasma including increased abundance of complement and coagulation associated proteins.
2024-11-01 | PXD050202 | Pride
Project description:Many people experiencing long COVID symptoms, or post-acute sequelae of SARS-CoV-2 infection (PASC), suffer from debilitating neurologic symptoms (Neuro-PASC). Although symptoms of Neuro-PASC are widely documented, it is still unclear whether virus-specific adaptive immunity is affected in these individuals. We report that Neuro-PASC patients exhibit distinct immunological signatures composed of elevated CD4+ T cell responses toward the C-terminal region of SARS-CoV-2 Nucleocapsid protein when examined both functionally and using TCR sequencing. In contrast, Neuro-PASC patients also have diminished activation of CD8+ memory T cells and increased IL-6 production to Nucleocapsid. Elevated plasma immunoregulatory and reduced pro-inflammatory and antiviral response signatures were evident in Neuro-PASC patients compared with COVID convalescent controls without lasting symptoms, correlating with worse neurocognitive dysfunction. These data provide new insight into the impact of virus-specific cellular immunity on the pathogenesis of long COVID and pave the way for the rational design of predictive biomarkers and therapeutic interventions.
2023-05-24 | GSE225942 | GEO
Project description:PASC (Post-Acute Sequelae of COVID-19) involves many organs, including most prominently the central nervous system. Most studies of PASC in laboratory animals were performed in the context of mild disease, but higher PASC prevalence is observed in patients with severe disease. Here, to investigate the basis of chronic neurological disease, we infected mice with mouse-adapted SARS-CoV-2 that causes severe respiratory disease but does not infect the brain. We assessed long-term effects on olfactory and substantia nigra (SN) function. While anosmia resolved within a few days, we observed long term loss of tyrosine hydroxylase (TH) expression in the olfactory bulb glomeruli, indicating chronically altered function of olfactory sensory neurons. These changes were accompanied by increased inflammation suggesting the involvement of the host immune response in anosmia-related changes. We also observed decreased neurotransmitter expression in the substantia nigra (SN) accompanied by increased levels of proinflammatory cytokines and neurobehavioral changes. Microglia have been implicated in long term changes in SARS-CoV-2 infected mice and in human neurodegenerative disease. RNAseq analysis of mouse brain microglia isolated several months after infection demonstrated key roles for these cells in ongoing pathogenesis. Finally, we showed that early treatment with antivirals (nirmatrelvir and molnupiravir) reduced virus titer and inflammation in the lung but did not prevent neurological abnormalities. Together these results show that these mice will be useful for probing the role of SARS-CoV-2 in the development of neurodegenerative disease, an aspect of disease not amenable to study in patients and that neurological PASC is not ameliorated by anti-viral therapy.
2024-02-23 | GSE254984 | GEO
Project description:Respiratory viral infections are being increasingly recognized not just for their acute impact but also as potential triggers of long-term health conditions. The recent COVID-19 pandemic in particular has highlighted the prevalence of this phenomenon, termed Post-Acute Sequelae of SARS-CoV-2 (PASC), which has rapidly evolved into a major public health concern. The underlying cellular and molecular etiology remain poorly defined but growing evidence links PASC to abnormal immune responses and/or impaired organ recovery post infection. Yet, the precise mechanisms linking non-resolving inflammation and impaired tissue repair in the context of PASC remain unclear. With insights from three independent clinical cohorts of PASC patients with abnormal lung function and/or viral infection-mediated pulmonary fibrosis, we established a clinically relevant mouse model of post-viral lung sequelae to investigate the pathophysiology of respiratory PASC. By employing a combination of spatial transcriptomics and imaging, we identified dysregulated interactions between immune cells and epithelial progenitors unique to the fibroproliferation in respiratory PASC. Specifically, we found a central role for lung-resident CD8+ T cell-macrophage interactions in maintaining Krt8hi transitional and ectopic Krt5+ basal cell progenitors, thus impairing alveolar regeneration and driving fibrotic sequelae after acute viral pneumonia. CD8+ T cell derived IFN-γ and TNF stimulated local macrophages to chronically release IL-1β, resulting in the abnormal accumulation of dysplastic epithelial progenitors and lung fibrosis. Notably, therapeutic neutralization of IFN-γ and TNF, or IL-1β after the resolution of acute infection resulted in markedly improved alveolar regeneration and restoration of pulmonary function. Together, our findings implicate an aberrant immune-epithelial progenitor niche in driving respiratory PASC. Moreover, in contrast to other approaches requiring early intervention, we highlight therapeutic strategies to rescue fibrotic disease in the aftermath of respiratory viral infections, addressing the current unmet need in the clinical management of PASC and post-viral disease.
2024-08-25 | GSE267228 | GEO
Project description:Respiratory viral infections are being increasingly recognized not just for their acute impact but also as potential triggers of long-term health conditions. The recent COVID-19 pandemic in particular has highlighted the prevalence of this phenomenon, termed Post-Acute Sequelae of SARS-CoV-2 (PASC), which has rapidly evolved into a major public health concern. The underlying cellular and molecular etiology remain poorly defined but growing evidence links PASC to abnormal immune responses and/or impaired organ recovery post infection. Yet, the precise mechanisms linking non-resolving inflammation and impaired tissue repair in the context of PASC remain unclear. With insights from three independent clinical cohorts of PASC patients with abnormal lung function and/or viral infection-mediated pulmonary fibrosis, we established a clinically relevant mouse model of post-viral lung sequelae to investigate the pathophysiology of respiratory PASC. By employing a combination of spatial transcriptomics and imaging, we identified dysregulated interactions between immune cells and epithelial progenitors unique to the fibroproliferation in respiratory PASC. Specifically, we found a central role for lung-resident CD8+ T cell-macrophage interactions in maintaining Krt8hi transitional and ectopic Krt5+ basal cell progenitors, thus impairing alveolar regeneration and driving fibrotic sequelae after acute viral pneumonia. CD8+ T cell derived IFN-γ and TNF stimulated local macrophages to chronically release IL-1β, resulting in the abnormal accumulation of dysplastic epithelial progenitors and lung fibrosis. Notably, therapeutic neutralization of IFN-γ and TNF, or IL-1β after the resolution of acute infection resulted in markedly improved alveolar regeneration and restoration of pulmonary function. Together, our findings implicate an aberrant immune-epithelial progenitor niche in driving respiratory PASC. Moreover, in contrast to other approaches requiring early intervention, we highlight therapeutic strategies to rescue fibrotic disease in the aftermath of respiratory viral infections, addressing the current unmet need in the clinical management of PASC and post-viral disease.
2024-08-25 | GSE267226 | GEO
Project description:Post-acute sequelae of SARS-CoV-2 infection (PASC) represents an urgent public health challenge, with its impact resonating in over 60 million individuals globally. While a growing body of evidence suggests that dysregulated immune reactions may be linked with PASC symptoms, most investigations have primarily centered around blood studies, with few focusing on samples derived from post-COVID affected tissues. Further, clinical studies alone often provide correlative insights rather than causation. Thus, it is essential to compare clinical samples with relevant animal models and conduct functional experiments to truly understand the etiology of PASC. In this study, we have made comprehensive comparisons between bronchoalveolar lavage fluid (BAL) single-cell RNA sequencing (scRNAseq) data derived from clinical PASC samples and the relevant PASC mouse model. This revealed a strong pro-fibrotic monocyte-derived macrophage response in respiratory PASC (R-PASC) in both humans and mice, and abnormal interactions between pulmonary macrophages and respiratory resident T cells. IFN-g emerged as a key node mediating the immune anomalies in R-PASC. Strikingly, neutralizing IFN-g post the resolution of acute infection reduced lung inflammation and tissue fibrotic changes in a mouse model of R-PASC. Our study underscores the importance of performing comparative analysis to understand the root cause of PASC for developing effective therapies.
2024-07-16 | GSE263817 | GEO
Project description:Post-acute sequelae of COVID-19 (PASC) represent an emerging global crisis. However, quantifiable risk-factors for PASC and their biological associations are poorly resolved. We executed a deep multi-omic, longitudinal investigation of 309 COVID-19 patients from initial diagnosis to convalescence (2-3 months later), integrated with clinical data, and patient-reported symptoms. We resolved four PASC-anticipating risk factors at the time of initial COVID-19 diagnosis: type 2 diabetes, SARS-CoV-2 RNAemia, Epstein-Barr virus viremia, and specific autoantibodies. In patients with gastrointestinal PASC, SARS-CoV-2-specific and CMV-specific CD8+ T cells exhibited unique dynamics during recovery from COVID-19. Analysis of symptom-associated immunological signatures revealed coordinated immunity polarization into four endotypes exhibiting divergent acute severity and PASC. We find that immunological associations between PASC factors diminish over time leading to distinct convalescent immune states. Detectability of most PASC factors at COVID-19 diagnosis emphasizes the importance of early disease measurements for understanding emergent chronic conditions and suggests PASC treatment strategies.
2022-02-01 | E-MTAB-10129 | biostudies-arrayexpress
Project description:As many as 10–30% of the nearly 750 million survivors of COVID-19 develop persistent symptoms that define the post-acute sequelae of COVID-19 (PASC) syndrome. To understand the molecular basis of this syndrome, we combined a machine learning based analysis of lung computed tomography (CT) with flow cytometry and single cell RNA-sequencing analysis of bronchoalveolar lavage fluid and nasal curettage samples in a cohort of thirty-five patients with respiratory symptoms and radiographic abnormalities more than 90 days after infection with COVID-19. CT images from patients with PASC revealed primarily fibrotic abnormalities involving 73 +/- 28% of the lung, most of which improved on subsequent imaging. The presence of profibrotic monocyte-derived alveolar macrophages in BAL fluid was significantly associated with increased levels of alveolar cytokines and fibrotic abnormalities on CT. Persistent infection with SARS-CoV-2 was identified in 6 patients and secondary bacterial or viral infections in two others. These findings suggest persistent alveolar inflammation characterized by the ongoing recruitment of monocyte derived alveolar macrophages is associated with fibrotic CT changes in some COVID-19 survivors with implications for diagnosis and therapy.
2024-05-12 | GSE232627 | GEO
Project description:Single-cell whole-genome DNA methylation profiling of whole blood from PASC patients and healthy controls
| PRJNA1499456 | ENA
Project description:We have performed single cell RNA sequencing on explant tissue of post-acute sequelae SARS-CoV-2 infection (PASC) patients. The study focused on epithelial cells (Epcam+) and immune cells (CD45+) cells. We further compared our PASC sample with Donor and IPF samples from GSE146981 and GSE135893.
2023-05-15 | GSE224955 | GEO