ABSTRACT
To control the ongoing COVID-19 pandemic, CoronaVac (Sinovac), an inactivated vaccine, has been granted emergency use authorization by many countries. However, the underlying mechanisms of the inactivated COVID-19 vaccine-induced immune response remain unclear, and little is known about its features compared to SARS-CoV-2 infection. Here, we implemented single-cell RNA sequencing (scRNA-seq) to profile longitudinally collected PBMCs (peripheral blood mononuclear cells) in six individuals immunized with CoronaVac and compared these to the profiles of COVID-19 infected patients from a Single Cell Consortium. Both inactivated vaccines and SARS-CoV-2 infection drove changes in immune cell type proportions, caused B cell activation and differentiation, and induced the expression of genes associated with antibody production in the plasma. The inactivated vaccine and SARS-COV-2 infection also caused alterations in peripheral immune activity such as interferon response, inflammatory cytokine expression, innate immune cell apoptosis and migration, effector T cell exhaustion and cytotoxicity, however, the magnitude of change was greater in COVID-19 patients, especially those with severe disease, than in immunized individuals. Further analyses revealed a distinct peripheral immune cell phenotype associated with CoronaVac immunization (HLA class II upregulation and IL21R upregulation in naive B cells) versus SARS-CoV-2 infection (HLA class II downregulation and IL21R downregulation in naive B cells severe disease). There were also differences in the expression of important genes associated with proinflammatory cytokines and thrombosis. In conclusion, this study provides a single-cell atlas of the systemic immune response to CoronaVac immunization and reveals distinct immune responses between inactivated vaccines and SARS-CoV-2 infection.
ABSTRACT
SummeryCoronaVac (Sinovac), an inactivated vaccine for SARS-CoV-2, has been widely used for immunization. However, analysis of the underlying molecular mechanisms driving CoronaVac-induced immunity is still limited. Here, we applied a systems biology approach to understand the mechanisms behind the adaptive immune response to CoronaVac in a cohort of 50 volunteers immunized with 2 doses of CoronaVac. Vaccination with CoronaVac led to an integrated immune response that included several effector arms of the adaptive immune system including specific IgM/IgG, humoral response and other immune response, as well as the innate immune system as shown by complement activation. Metabolites associated with immunity were also identified implicating the role of metabolites in the humoral response, complement activation and other immune response. Networks associated with the TCA cycle and amino acids metabolic pathways, such as phenylalanine metabolism, phenylalanine, tyrosine and tryptophan biosynthesis, and glycine, serine and threonine metabolism were tightly coupled with immunity. Critically, we constructed a multifactorial response network (MRN) to analyze the underlying interactions and compared the signatures affected by CoronaVac immunization and SARS-CoV-2 infection to further identify immune signatures and related metabolic pathways altered by CoronaVac immunization. These results suggest that protective immunity against SARS-CoV-2 can be achieved via multiple mechanisms and highlights the utility of a systems biology approach in defining molecular correlates of protection to vaccination.
ABSTRACT
Given the scale and rapid spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2, known as 2019-nCov) infection (COVID-19), the ongoing global SARS-CoV-2 outbreak has become a huge public health issue. Rapid and precise diagnostic methods are thus immediately needed for diagnosing COVID-19, providing timely treatment and facilitating infection control. A one-step reverse transcription loop-mediated isothermal amplification (RT-LAMP) coupled with nanoparticles-based biosensor (NBS) assay (RT-LAMP-NBS) was successfully established for rapidly and accurately diagnosing COVID-19. A simple equipment (such as heating block) was required for maintaining a constant temperature (63{degrees}C) for only 40 min. Using two designed LAMP primer sets, F1ab (opening reading frame 1a/b) and np (nucleoprotein) genes of SARS-CoV-2 were simultaneously amplified and detected in a one-step and single-tube reaction, and the detection results were easily interpreted by NBS. The sensitivity of SARS-CoV-2 RT-LAMP-NBS was 12 copies (each of detection target) per reaction, and no cross-reactivity was generated from non-SARS-CoV-2 templates. Among clinically diagnosed COVID-19 patients, the analytical sensitivity of SARS-CoV-2 was 100% (33/33) in the oropharynx swab samples, and the assays specificity was also 100% (96/96) when analyzed the clinical samples collected from non-COVID-19 patients. The total diagnosis test from sample collection to result interpretation only takes approximately 1 h. In sum, the RT-LAMP-NBS is a promising tool for diagnosing the current SARS-CoV-2 infection in first line field, public health and clinical laboratories, especially for resource-challenged regions.