Reconstructing pathogen-specific antibody binding epitopes and age-dependent immune signatures from proteomic-scale peptide libraries
Kamau, E.; Walas, N.; Zhang, M.; Kamath, K.; Reifert, J.; Shon, J.; Ali, S.; Rahman, M. Z.; Shoab, A. K.; Famida, S. L.; Akther, S.; Hossen, M. S.; Mutsuddi, P.; Rahman, M.; Mertens, A. N.; Charles, R. C.; Leung, D. T.; Luby, S.; Lin, A.; Arnold, B. F.
Show abstract
Public health interventions involving improved water, sanitation and promotion of hygiene behaviors (WASH) plus nutrition, were implemented in Bangladesh in a large randomized controlled trial to assess impact on childhood enteric infection and diarrheal disease. Here, we evaluated magnitude and breadth of humoral responses to enteric pathogens in a subset of children among those received intervention (n=60) versus a control group (n=60) using an integrated method of bacterial display peptide library screening, next-generation sequencing and computational analysis to characterize individual antibody repertoires in serum collected at median ages of 3, 14 and 28 months. We determined high seroprevalence for enteric infections and show that antibody recognition of the putative epitopes and antigenic regions remained consistent over time. With mathematical models, we inferred waning of maternal immunity, and a subsequent immunity boost due to infection. Random peptide library screening has potential utility for rigorous analysis of antibody responses and identification of epitopes indicative of protective humoral immune responses. SummaryUnbiased random peptide assay provided high resolution data on immune signatures and antibody dynamics for enteric infections in infancy and childhood.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Anti-spike antibody response to natural SARS-CoV-2 infection in the general population 95%
- Typically asymptomatic but with robust antibody formation: Children’s unique humoral immune response to SARS-CoV-2 95%
- Evaluation of transplacental transfer of mRNA vaccine products and functional antibodies during pregnancy and early infancy 95%
Similar papers in this journal
- Comprehensive characterization of the antibody responses to SARS-CoV-2 Spike protein after infection and/or vaccination 95%
- Enteropathogen seroepidemiology among children in low-resource settings 95%
- Plasmodium falciparum adapts its investment into replication versus transmission according to the host environment 94%
Similar papers in this journal
- Antibody Conversion rates to SARS-CoV-2 in Saliva from Children Attending Summer Schools in Barcelona, Spain 94%
- Long-term perturbation of the peripheral immune system months after SARS-CoV-2 infection 92%
- Effectiveness and efficiency of immunisation strategies to prevent RSV among infants and older adults in Germany: a modelling study 92%
Similar papers in this journal
Similar papers in this journal
- Preimmunization correlates of protection shared across malaria vaccine trials in adults 93%
- Immunofocusing on the conserved fusion peptide of HIV envelope glycoprotein in rhesus macaques 93%
- Immunofocusing humoral immunity potentiates the functional efficacy of the AnAPN1 malaria transmission-blocking vaccine antigen 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.