Many vaccines induce protective immunity via antibodies. Recent studies have used systems biological approaches to determine signatures that predict vaccine immunity in humans, but whether there is a ‘universal signature’ that can predict antibody responses to any vaccine, is unknown. Here we performed systems analyses of immune responses to the meningococcal polysaccharide and conjugate vaccines in healthy adults, in the broader context of our previous studies with the yellow fever and two influenza vaccines. To achieve this, we performed a large-scale network integration of public human blood transcriptomes, and systems-scale databases in specific biological contexts, and deduced a set of blood transcription modules. These modules revealed distinct transcriptional signatures of antibody responses to different classes of vaccines providing key insights into primary viral, protein recall and anti-polysaccharide responses. These results illuminate the early transcriptional programs orchestrating vaccine immunity in humans, and demonstrate the power of integrative network modeling.

HIGHLIGHTSd Cross-sectional study of 44 hospitalized COVID-19 patients d RBD-specific IgG responses detectable in all patients 6 days after PCR confirmation d Neutralizing titers are detectable in all patients 6 days after PCR confirmation d RBD-specific IgG titers correlate with the neutralizing potency

Antigen-specific B cells bifurcate into antibody secreting cells (ASC) and memory B cells after infection or vaccination. ASCs or plasmablasts have been extensively studied in humans but less is known about B cells that get activated but do not differentiate into early plasmablasts. Here, we define the phenotype and transcriptional program of an antigen-specific B cell subset, referred to as activated B cells (ABC), that is distinct from ASCs and is committed to the memory B cell lineage. ABCs were detected in humans after infection with Ebola virus or influenza virus and also after vaccination. By simultaneously analyzing antigen-specific ASCs and ABCs in human blood after influenza vaccination we interrogated the clonal overlap and extent of somatic hypermutation (SHM) in the ASC (effector) and ABC (memory) lineages. Longitudinal tracking of vaccination-induced HA-specific clones revealed minimal increase in SHM over time suggesting that repeated annual immunization may have limitations in enhancing the quality of influenza-specific antibody.

Memory CD8 T cells that circulate in the blood and are present in lymphoid organs are an essential component of long-lived T cell immunity. These resting memory CD8 T cells remain poised to rapidly elaborate effector functions upon re-exposure to pathogen, but also have many properties in common with naïve cells, including the ability to migrate to lymph nodes and spleen, and their pluri-potency. Thus, memory cells embody features of both naïve and effector cells, fueling a long-standing debate centered on whether memory T cells develop from effector cells or directly from naïve cells1–4. To better define the developmental path of memory CD8 T cells we investigated changes in DNA methylation programming at naïve and effector genes in virus specific CD8 T cells during acute LCMV infection of mice. Methylation profiling of effector CD8 T cell subsets at day 4 and 8 after infection showed that, rather than retaining a naïve epigenetic state, the subset of cells that gives rise to memory cells acquired de novo DNA methylation programs at naïve-associated genes and became demethylated at loci of classically defined effector molecules. Conditional deletion of the de novo methyltransferase, Dnmt3a, at an early stage of effector differentiation strikingly reduced methylation of naïve-associated genes and resulted in faster re-expression of these naïve genes, accelerating memory cell development. Longitudinal phenotypic and epigenetic characterization of virus-specific memory-precursor CD8 T cells transferred into antigen-free mice revealed that their differentiation into memory cells was coupled to cell-division independent erasure of de novo methylation programs and re-expression of naïve-associated genes. These data provide evidence that epigenetic repression of naïve-associated genes in effector CD8 T cells can be reversed in cells that develop into long-lived memory CD8 T cells supporting a differentiation model where memory T cells arise from a subset of fate-permissive effector T cells.

Ending the COVID-19 pandemic will require long-lived immunity to SARS-CoV-2. Here, we evaluate 254 COVID-19 patients longitudinally up to eight months and find durable broad-based immune responses. SARS-CoV-2 spike binding and neutralizing antibodies exhibit a bi-phasic decay with an extended half-life of >200 days suggesting the generation of longer-lived plasma cells. SARS-CoV-2 infection also boosts antibody titers to SARS-CoV-1 and common betacoronaviruses. In addition, spike-specific IgG+ memory B cells persist, which bodes well for a rapid antibody response upon virus re-exposure or vaccination. Virus-specific CD4+ and CD8+ T cells are polyfunctional and maintained with an estimated half-life of 200 days. Interestingly, CD4+ T cell responses equally target several SARS-CoV-2 proteins, whereas the CD8+ T cell responses preferentially target the nucleoprotein, highlighting the potential importance of including the nucleoprotein in future vaccines. Taken together, these results suggest that broad and effective immunity may persist long-term in recovered COVID-19 patients.