Nanobodies have emerged as promising tools for many biotechnological applications due to their small size, high stability and remarkable binding specificity. Next-Generation Sequencing (NGS) enables deep profiling of large nanobody libraries and panning campaigns; however, the scale and diversity of nanobody NGS datasets presents a significant bioinformatic challenge. To this end, we have developed alpseq, an optimized, open-source software pipeline designed specifically for the efficient and accurate processing of NGS data from nanobody libraries and panning campaigns. alpseq is also paired with a PCR-free sequencing library preparation protocol to allow researchers to easily generate their own data while avoiding biases. The alpseq software pipeline is composed of two parts: a pre-processing module written in Nextflow efficiently handles raw nanobody reads in a single line of code. These results are then fed into the analysis module, which contains a comprehensive suite of functions for quality control, diversity analysis, identification of enriched sequences and clustering. alpseq also creates a user-friendly interactive report which empowers scientists to explore their data without the need for extensive bioinformatic experience. Sophisticated panning campaign designs are supported, such as replicates and comparisons between different pans to find cross-binding leads. alpseq thus generates insights into the nanobody selection process and delivers a list of lead candidates for further experimental validation and downstream applications. alspeq is available at https://github.com/kzeglinski/alpseq.
Malaria parasites are transmitted to humans through a bite from an infected female Anopheles mosquito. Within the mosquito midgut, malaria parasite gametes are activated and undergo fertilisation. If parasite fertilisation is perturbed, this stops the transmission of malaria parasites from mosquito to human. One proposed target of transmission-blocking interventions is Plasmodium falciparum fusogen PfHAP2, which is essential for gamete fusion during parasite fertilisation. However, to date, no monoclonal antibodies or structures of PfHAP2 have been generated. We have identified nanobodies that bind specifically to domain 3 of PfHAP2 with nanomolar affinities, two of which show some cross-species reactivity with HAP2 of other Plasmodium species. The crystal structure of one nanobody in complex with domain 3 of PfHAP2 provides the first structural insights into this transmission-blocking target in P. falciparum.
Abstract Leucine-rich repeat containing 15 (LRRC15) is a structural uncharacterised membrane protein, which is highly upregulated in cancer-associated fibroblasts and enriched in desmoplastic tumours including pancreatic, breast and head-and-neck cancers, where it is associated with therapy resistance. The LRRC15-targeting antibody-drug conjugate samrotamab vedotin has advanced into Phase I clinical evaluation, yet mechanistic understanding of how samrotamab engages its target has remained elusive in the absence of structural data. Here, using hydrogen-deuterium exchange mass spectrometry and cryo-electron microscopy, we define the samrotamab epitope on LRRC15 and determine the structure of the LRRC15-samrotamab complex to 2.6 Å resolution – the first high-resolution structure of this receptor. Samrotamab engages a membrane-proximal epitope within the C-terminal leucine-rich repeat region, leaving the canonical concave surface fully exposed for potential interactions. The lateral binding mode of samrotamab and the open arc geometry of LRRC15 provide a structural rationale for why antibody occupancy may leave signalling-competent surfaces intact. Guided by these insights, we computationally designed minibinders targeting the concave surface, identifying multiple binders with nanomolar affinity. Together, our work establishes the first structural framework for LRRC15, defines the molecular basis of therapeutic antibody recognition, and identifies the concave surface as a promising target for next-generation LRRC15-directed therapeutics.
Malaria is caused by Plasmodium parasites, and its clinical symptoms are a result of parasite invasion of red blood cells and the subsequent cycles of replication and proliferation. In human populations, Plasmodium vivax is responsible for the most widely distributed recurring malaria infections whereas Plasmodium falciparum inflicts the most mortality and morbidity. One well-characterized family of adhesins involved in red blood cell invasion is the reticulocyte-binding-like protein homolog family, known as the RBL superfamily that includes the PfRh family in P. falciparum and PvRBP family in P. vivax. Here we report a collection of nanobodies against three members of this adhesin family, PfRh5, PfRh4, and PvRBP2b. Nanobodies against these Plasmodium adhesins bind with high affinity across several epitopes and can block receptor engagement and inhibit parasite invasion of red blood cells. Using computational design, we generated stabilized PfRh4 variants that encompass the conserved scaffold present in the PfRh and PvRBP families of adhesins and show that several variants with improved expression retained binding to mouse monoclonal antibodies, nanobodies, and Complement Receptor 1, the human receptor for PfRh4. We also observed that most of the inhibitory nanobodies against the three antigens recognized the conserved structural scaffold that define this family of adhesins. These results demonstrate the potential of nanobodies to block malaria parasite invasion into red blood cells.
Background Elevated SARS-CoV-2 IgG4 levels following repeated COVID-19 mRNA boosters may impact blood and mucosal antibody functions against Omicron variants and sarbecoviruses. This study characterised the rise of IgG4 in blood and saliva following four consecutive COVID-19 mRNA doses and examined how IgG4 modulated neutralising and non-neutralising responses. Methods Paired plasma and saliva samples were collected pre- and post-mRNA boosters from homologous mRNA vaccinees (2 primary mRNA + 2 mRNA booster) or adenovirus-vector primed vaccinees (2 Vaxzevria + 4 mRNA booster). The breadth and proportion of IgG4 responses towards Omicron variants and sarbecoviruses were measured using multiplex bead arrays. Epitope blocking and depletion assays assessed immune imprinting. Live virus assays established IgG4's contribution towards neutralisation. Findings Plasma and salivary IgG4 antibodies binding Omicron variants and sarbecoviruses increased post-booster across both cohorts. Although non-neutralising responses significantly improved post-booster, they negatively correlated with IgG4 against all variants tested. Immune imprinting biased IgG4 responses towards the ancestral receptor binding motif, limiting neutralising IgG4 antibodies towards Omicron variants. Increased proportions of class-switched IgG4 also corresponded with decreased concentrations of spike-specific IgG1, particularly against the RBD, dampening neutralisation. Interpretation Repeated COVID-19 mRNA boosters improved neutralising and non-neutralising activity across viral variants for both cohorts, though these responses were dampened by increasing IgG4 antibodies. This work emphasises the potential longitudinal effects of booster-induced IgG4 subclass switching. Funding This study was supported by the VC2 Research Fund and an NHMRC Investigator grant #2008092. Sample collection was supported by WHO Unity funds (2020/1085469-0) and WEHI Philanthropic Funds.
The SARS-CoV-2 spike receptor binding domain (RBD) is the major target for neutralising antibodies. However, subdomains like RBD may constrain the availability of CD4 T follicular helper (TFH) cells and impact immunogenicity. We engineered a chimeric trimeric RBD (CTR) glycoprotein, replacing the RBD of HKU-1 spike with SARS-CoV-2 RBD (ancestral WT/Omicron BA.2). This maintains trimerised RBD, while providing CD4 help via the HKU-1 scaffold. In C57BL/6 mice, CTR-BA.2 elicited high anti-BA.2-RBD IgG and neutralising titres, matching native spike responses. Germinal centre B cells were predominantly WT+/BA.2+ cross-reactive, and TFH predominantly recognised HKU-1 epitopes, demonstrating scaffold-directed help. In macaques, CTR-WT elicited comparable anti-RBD IgG, anti-spike IgG and neutralising responses to native spike, with elevated RBD-specific GC B cells in draining lymph nodes. Macaque TFH responses targeted RBD, NTD/S2 or HKU-1 peptides. This chimeric design overcomes poor RBD immunogenicity by engaging CD4 TFH, maintaining neutralising responses that is non-inferior to native spike.
NL63 is an alphacoronavirus that uses the same ACE2 receptor as SARS-CoV and SARS-CoV-2, but generally causes mild respiratory illness. In a cohort of healthy adults, we characterised humoral responses against NL63 spike and isolated a panel of human monoclonal antibodies (mAbs), including five with potent viral neutralising activity. Four neutralising mAbs blocked ACE2 receptor engagement and were found to target the receptor binding motif. A single mAb targeting the S2 subunit displayed potent neutralisation activity comparable to those directly blocking receptor engagement. The S2 mAb targets a membrane proximal heptad repeat 2 (HR2) region in spike that is absent in betacoronaviruses, potentially revealing a site of vulnerability unique to alphacoronaviruses. For all neutralising mAbs, putative epitopes were highly conserved in over 200 NL63 sequences, including recent clinical isolates. A deeper understanding of the recognition of alphacoronavirus spike by human antibodies will guide vaccine and therapeutic development against alphacoronavirus threats.
The receptor binding domain (RBD) of the SARS-CoV-2 spike is the major target for neutralising antibodies elicited by current vaccines. Using small domains such as the RBD as vaccine immunogens, however, may constrain the availability of CD4 T follicular helper (TFH) cells and impact immunogenicity. We engineered a novel chimeric trimeric RBD (CTR) glycoprotein, replacing the RBD of human coronavirus HKU-1 spike with SARS-CoV-2 RBD of either ancestral (WT) or Omicron BA.2 strains. This strategy maintains a native trimeric conformation of the RBD, while providing additional sources of CD4 T cell help via the HKU-1 spike scaffold. In C57BL/6 mice, CTR-BA.2 prime-boost vaccination elicited high anti-BA.2-RBD IgG and neutralising titres, matching responses in animals immunised with native SARS-CoV-2 spike proteins. GC B cells elicited by CTR-BA.2 were predominantly WT+/BA.2+ cross- reactive, and TFH cells predominantly recognised HKU-1 epitopes, demonstrating scaffold-directed T cell help. Macaques prime-boost immunised with CTR-WT similarly elicited high anti-RBD IgG, anti-spike IgG and neutralising responses, comparable to native spike-vaccinated animals. In draining lymph nodes of CTR-WT vaccinated macaques, RBD-specific GC B cells were present at elevated levels. In contrast to the murine studies, lymph node-draining TFH responses in macaques were broadly elicited against RBD, NTD/S2 or HKU-1-derived peptides. Although native SARS- CoV-2 spike was also highly immunogenic in animal models, our findings establish the chimeric glycoprotein design as a strategy to overcome the poor immunogenicity of the SARS-CoV-2 RBD by engaging CD4 TFH cells, while maintaining the ability to elicit protective neutralising responses. One sentence summary A chimeric glycoprotein design preserves SARS-CoV-2 RBD antigenic conformation enabling elicitation of neutralising responses, while allowing recruitment of HKU-1 scaffold-directed CD4 helper responses to support the humoral response. ### Competing Interest Statement The authors have declared no competing interest. Australian National Health and Medical Research Council, 2004398 Australian Medical Research Future Fund, 2013870
Plasmodium vivax is emerging as the most prevalent species causing malaria outside Africa. Most P. vivax infections are relapses due to the reactivation of the dormant liver stage parasites (hypnozoites). Hypnozoites are a major reservoir for transmission but undetectable by commercial diagnostic tests. Antibodies against P. vivax reticulocyte-binding protein 2b (PvRBP2b) are among the most reliable serological biomarkers for recent P. vivax infections in the prior 9 months and act as indirect biomarkers for risk of relapse. We sought to design stabilized variants of PvRBP2b, under stringent conditions of minimally perturbing the solvent-accessible surfaces to maintain its antigenicity profile. Furthermore, for some of the designs, due to limited diversity of natural PvRBP2b homologs, we combined AI-based ProteinMPNN and PROSS atomistic design calculations. The best, bearing 19 core mutations relative to PvRBP2b, expressed 16-fold greater amounts (up to 11 mg/l), and had 14 °C higher thermal tolerance than the parental protein. Critically, the stabilized designs retained binding to naturally acquired human mAbs with nanomolar affinities, suggesting that the immunologically competent surfaces were retained as was confirmed by crystallographic analyses. Using longitudinal observational cohorts from malaria endemic regions of Thailand, Brazil, and the Solomon Islands, we show that antibody responses against the designs are highly correlated with those against the parental protein and can classify individuals as recently infected with P. vivax. This efficient computational stability design methodology can be used to enhance the biophysical properties of other recalcitrant proteins for use as diagnostics or vaccine immunogens.
The central immunological role of HLA class I (HLA-I) in presenting peptide Ags to cellular components of the immune system has been the focus of intense study for >60 y. A confounding factor in the study of HLA-I has been the extreme polymorphism of these molecules. The mAb W6/32 has been a fundamental reagent bypassing the issue of polymorphism by recognizing an epitope that is conserved across diverse HLA-I allotypes. However, despite the widespread use of W6/32, the epitope of this Ab has not been definitively mapped. In this study, we present the crystal structure of the Fab fragment of W6/32 in complex with peptide-HLA-B*27:05. W6/32 bound to HLA-B*27:05 beneath the Ag-binding groove, recognizing a discontinuous epitope comprised of the α1, α2, and α3 domains of HLA-I and β2-microglobulin. The epitope comprises a region of low polymorphism reflecting the pan-HLA-I nature of the binding. Notably, the W6/32 epitope neither overlaps the HLA-I binding sites of either T cell Ag receptors or killer cell Ig-like receptors. However, it does coincide with the binding sites for leukocyte Ig-like receptors and CD8 coreceptors. Consistent with this, the use of W6/32 to block the interaction of NK cells with HLA-I only weakly impaired inhibition mediated by KIR3DL1, but impacted HLA-LILR recognition.
Human coronavirus (hCoV) OC43 is endemic to global populations and usually causes asymptomatic or mild upper respiratory tract illness. Here, we demonstrate the neutralization efficacy of isolated nanobodies from alpacas immunized with the S1B and S1C domain of the hCoV-OC43 spike glycoprotein. A total of 40 nanobodies bound to recombinant OC43 protein with affinities ranging from 1 to 149 nM. Two nanobodies WNb 293 and WNb 294 neutralized virus at 0.21 and 1.79 nM, respectively. Intranasal and intraperitoneal delivery of WNb 293 fused to an Fc domain significantly reduced nasal viral load in a mouse model of hCoV-OC43 infection. Using X-ray crystallography, we observed that WNb 293 bound to an epitope on the OC43 S1B domain, distal from the sialoglycan-binding site involved in host cell entry. This result suggests that neutralization mechanism of this nanobody does not involve disruption of glycan binding. Our work provides characterization of nanobodies against hCoV-OC43 that blocks virus entry and reduces viral loads in vivo and may contribute to future nanobody-based therapies for hCoV-OC43 infections. IMPORTANCE:The pandemic potential presented by coronaviruses has been demonstrated by the ongoing COVID-19 pandemic and previous epidemics caused by severe acute respiratory syndrome coronavirus and Middle East respiratory syndrome coronavirus. Outside of these major pathogenic coronaviruses, there are four endemic coronaviruses that infect humans: hCoV-OC43, hCoV-229E, hCoV-HKU1, and hCoV-NL63. We identified a collection of nanobodies against human coronavirus OC43 (hCoV-OC43) and found that two high-affinity nanobodies potently neutralized hCoV-OC43 at low nanomolar concentrations. Prophylactic administration of one neutralizing nanobody reduced viral loads in mice infected with hCoV-OC43, showing the potential for nanobody-based therapies for hCoV-OC43 infections.
Emerging SARS-CoV-2 variants, notably Omicron, continue to remain a formidable challenge to worldwide public health. The SARS-CoV-2 receptor-binding domain (RBD) is a hotspot for mutations, reflecting its critical role at the ACE2 interface during viral entry. Here, we comprehensively investigated the impact of RBD mutations, including 5 variants of concern (VOC) or interest—including Omicron (BA.2)—and 33 common point mutations, both on IgG recognition and ACE2-binding inhibition, as well as FcγRIIa- and FcγRIIIa-binding antibodies, in plasma from two-dose BNT162b2-vaccine recipients and mild-COVID-19 convalescent subjects obtained during the first wave using a custom-designed bead-based 39-plex array. IgG-recognition and FcγR-binding antibodies were decreased against the RBD of Beta and Omicron, as well as point mutation G446S, found in several Omicron sub-variants as compared to wild type. Notably, while there was a profound decrease in ACE2 inhibition against Omicron, FcγR-binding antibodies were less affected, suggesting that Fc functional antibody responses may be better retained against the RBD of Omicron in comparison to neutralization. Furthermore, while measurement of RBD–ACE2-binding affinity via biolayer interferometry showed that all VOC RBDs have enhanced affinity to human ACE2, we demonstrate that human ACE2 polymorphisms, E35K (rs1348114695) has reduced affinity to VOCs, while K26R (rs4646116) and S19P (rs73635825) have increased binding kinetics to the RBD of VOCs, potentially affecting virus–host interaction and, thereby, host susceptibility. Collectively, our findings provide in-depth coverage of the impact of RBD mutations on key facets of host–virus interactions.
SARS-CoV-2 infection causes COVID-19. Several clinical reports have linked COVID-19 during pregnancy to negative birth outcomes and placentitis. However, the pathophysiological mechanisms underpinning SARS-CoV-2 infection during placentation and early pregnancy are not clear. Here, to shed light on this, we used induced trophoblast stem cells to generate an in vitro early placenta infection model. We identified that syncytiotrophoblasts could be infected through angiotensin-converting enzyme 2 (ACE2). Using a co-culture model of vertical transmission, we confirmed the ability of the virus to infect syncytiotrophoblasts through a previous endometrial cell infection. We further demonstrated transcriptional changes in infected syncytiotrophoblasts that led to impairment of cellular processes, reduced secretion of HCG hormone and morphological changes vital for syncytiotrophoblast function. Furthermore, different antibody strategies and antiviral drugs restore these impairments. In summary, we have established a scalable and tractable platform to study early placental cell types and highlighted its use in studying strategies to protect the placenta.
Francisella tularensis is a facultative intracellular bacterium that survives and multiplies inside macrophages. Here we constructed a new promoter probe plasmid denoted pKK214 by introduction of a promoter-less chloramphenicol acetyltransferase (cat) gene into the shuttle vector pKK202. A promoter library was created in F. tularensis strain LVS by cloning random chromosomal DNA fragments into pKK214. Approximately 15% of the recombinant bacteria showed chloramphenicol resistance in vitro. The promoter library was also used to infect macrophages in the presence of chloramphenicol and after two cycles of infection the library contained essentially only chloramphenicol resistance clones which shows that pKK214 can be used to monitor F. tularensis genes that are expressed during infection.
The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants remains a formidable challenge to worldwide public health. The receptor binding domain (RBD) of the SARS-CoV-2 spike protein is a hotspot for mutations, reflecting its critical role at the ACE2 interface during viral entry. We comprehensively investigated the impact of RBD mutations, including 6 variants of concern (VOC) or interest (Alpha, Beta, Gamma, Delta, Kappa and Omicron) and 33 common point mutations, on IgG recognition, FcγR-engagement, and ACE2-binding inhibition in plasma from BNT162b2-vaccine recipients (two-weeks following second dose) and mild-to-moderate COVID-19 convalescent subjects using our custom bead-based 39-plex array. We observed that IgG-recognition and FcγR-binding antibodies were most profoundly decreased against Beta and Omicron RBDs, as well as point mutations G446S, found in Omicron, and N501T, a key mutation found in animal adapted SARS-CoV-2 viruses. Measurement of RBD-ACE2 binding affinity via Biolayer Interferometry showed all VOC RBDs have enhanced affinity to human ACE2. Furthermore we demonstrate that human ACE2 polymorphisms, E35K (rs1348114695), K26R (rs4646116) and S19P (rs73635825), have altered binding kinetics to the RBD of VOCs potentially affecting virus-host interaction and thereby host susceptibility.### Competing Interest StatementThe authors have declared no competing interest.### Funding StatementThis study was supported by the Victorian Government and Medical Research Future Fund (MRFF) GNT2002073 (to A.K.W, P.M.H., W.H.T., D.I.G., S.J.K., and A.W.C.), GNT2005544 (to A.K.W., J.A.J., D.I.G., S.J.K., and A.W.C), the Paul Ramsay Foundation (A.K.W., D.I.G., S.J.K. and A.W.C.). A.K.W, J.A.J., D.I.G., W.H.T., S.J.K. and A.W.C. are supported by NHMRC fellowships. W-H.T. is a Howard Hughes Medical Institute Wellcome Trust International Research Scholar (208693/Z/17/Z). N.A.G. is supported by an ARC DECRA fellowship.### Author DeclarationsI confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.YesThe details of the IRB/oversight body that provided approval or exemption for the research described are given below:Study protocols were approved by the University of Melbourne Human Research Ethics Committee (#2056689).I confirm that all necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived, and that any patient/participant/sample identifiers included were not known to anyone (e.g., hospital staff, patients or participants themselves) outside the research group so cannot be used to identify individuals.YesI understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).YesI have followed all appropriate research reporting guidelines and uploaded the relevant EQUATOR Network research reporting checklist(s) and other pertinent material as supplementary files, if applicable.YesAll data produced in the present work are contained in the manuscript
Abstract Objectives Following infection with SARS‐CoV‐2, virus‐specific antibodies are generated, which can both neutralise virions and clear infection via Fc effector functions. The importance of IgG antibodies for protection and control of SARS‐CoV‐2 has been extensively reported. By comparison, other antibody isotypes including IgA have been poorly characterised. Methods Here, we characterised plasma IgA from 41 early convalescent COVID‐19 subjects for neutralisation and Fc effector functions. Results Convalescent plasma IgA from > 60% of the cohort had the capacity to inhibit the interaction between wild‐type RBD and ACE2. Furthermore, a third of the cohort induced stronger IgA‐mediated ACE2 inhibition than matched IgG when tested at equivalent concentrations. Plasma IgA and IgG from this cohort broadly recognised similar RBD epitopes and had similar capacities to inhibit ACE2 from binding to 22 of the 23 prevalent RBD mutations assessed. However, plasma IgA was largely incapable of mediating antibody‐dependent phagocytosis in comparison with plasma IgG. Conclusion Overall, convalescent plasma IgA contributed to the neutralising antibody response of wild‐type SARS‐CoV‐2 RBD and various RBD mutations. However, this response displayed large heterogeneity and was less potent than IgG.
Joining a function-enhanced Fc-portion of human IgG to the SARS-CoV-2 entry receptor ACE2 produces an antiviral decoy with strain transcending virus neutralizing activity. SARS-CoV-2 neutralization and Fc-effector functions of ACE2-Fc decoy proteins, formatted with or without the ACE2 collectrin domain, were optimized by Fc-modification. The different Fc-modifications resulted in distinct effects on neutralization and effector functions. H429Y, a point mutation outside the binding sites for FcγRs or complement caused non-covalent oligomerization of the ACE2-Fc decoy proteins, abrogated FcγR interaction and enhanced SARS-CoV-2 neutralization. Another Fc mutation, H429F did not improve virus neutralization but resulted in increased C5b-C9 fixation and transformed ACE2-Fc to a potent mediator of complement-dependent cytotoxicity (CDC) against SARS-CoV-2 spike (S) expressing cells. Furthermore, modification of the Fc-glycan enhanced cell activation via FcγRIIIa. These different immune profiles demonstrate the capacity of Fc-based agents to be engineered to optimize different mechanisms of protection for SARS-CoV-2 and potentially other viral pathogens.