Evidence map›Paper›PMID 42616861›Full record

ArticleScience advances2026

Reconstructing pathogen-specific antibody binding epitopes and age-dependent immune signatures from proteomic-scale peptide libraries.

Everlyn Kamau, Nikolina Walas, Minlu Zhang, Kathy Kamath, Jack Reifert, John Shon, Shahjahan Ali, Md Ziaur Rahman, Abul K Shoab, Syeda L Famida and 11 more

Abstract read
In one paragraph

Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Trial
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

21 authors.

Everlyn KamauFrancis I. Proctor Foundation, University of California, San Francisco, San Francisco, CA, USA.ORCID 0000-0003-4285-2255
Nikolina WalasSchool of Public Health, University of California, Berkeley, Berkeley, CA, USA.
Minlu ZhangSerimmune Inc., Goleta, CA, USA.ORCID 0000-0003-2347-0569
Kathy KamathSerimmune Inc., Goleta, CA, USA.ORCID 0000-0001-6143-3414
Jack ReifertSerimmune Inc., Goleta, CA, USA.
John ShonSerimmune Inc., Goleta, CA, USA.ORCID 0000-0001-9465-6286
Shahjahan AliDepartment of Epidemiology, Colorado School of Public Health, Aurora, CO, USA.ORCID 0000-0003-3883-1208
Md Ziaur RahmanEnvironmental Health and WASH, Health System and Population Studies Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh.
Abul K ShoabEnvironmental Health and WASH, Health System and Population Studies Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh.
Syeda L FamidaEnvironmental Health and WASH, Health System and Population Studies Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh.
Salma AktherEnvironmental Health and WASH, Health System and Population Studies Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh.
Md Saheen HossenEnvironmental Health and WASH, Health System and Population Studies Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh.
Palash MutsuddiEnvironmental Health and WASH, Health System and Population Studies Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh.
Mahbubur RahmanEnvironmental Health and WASH, Health System and Population Studies Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh.ORCID 0000-0003-0520-2683
Jessica A GrembiDepartment of Veterinary and Biomedical Sciences, The Pennsylvania State University, University Park, PA, USA.ORCID 0000-0001-6142-4913
Andrew N MertensDivision of Epidemiology, University of California, Berkeley, Berkeley, CA, USA.ORCID 0000-0002-1050-6721
Richelle C CharlesMassachusetts General Hospital, Harvard Medical School, Harvard T.H. Chan School of Public Health, Boston, MA, USA.ORCID 0000-0002-8881-1849
Daniel T LeungDivision of Infectious Diseases, Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA.ORCID 0000-0001-8401-0801
Stephen LubyDivision of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA.ORCID 0000-0001-5385-899X
Audrie LinDepartment of Microbiology and Environmental Toxicology, University of California, Santa Cruz, Santa Cruz, CA, USA.ORCID 0000-0002-3877-3469
Benjamin F ArnoldFrancis I. Proctor Foundation, University of California, San Francisco, San Francisco, CA, USA.ORCID 0000-0001-6105-7295

Funding

Serologic measures of enteric pathogen transmission for intervention studies and population monitoring in low-resource settingsR01AI166671 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Benjamin F Arnold · 2022 to 2026
$2.7M
NIAID NIH HHS R01 AI166671
6 · The paper itself

Abstract

High-density peptide arrays are useful for mapping linear antibody epitopes and resolution of antibody specificity in a single-assay platform. Here, we used peptide library screening to evaluate magnitude and breadth of humoral responses to enteric pathogens in the context of public health interventions. We characterized the epitope landscape to known immunogenic proteins to several viruses, bacteria, and parasites and used that to infer immunological profiles at age 3, 14, and 28 months. The peptide libraries detected immune signatures better for viruses compared with bacteria and parasites and captured distinct dynamics of protein-level variation in immune signatures over time. We found limited sensitivity for bacterial and protozoan pathogens whose humoral responses may depend more on conformational or natively modified epitopes than linear-peptide binding. Unbiased peptide libraries have potential utility for broad analysis of antibody responses in integrated serosurveillance, but our results reveal pathogen-specific limitations where peptide-based serology would be less predictive of true infection status and where it would provide greater surveillance value. Beyond assay performance, peptide arrays are useful for studying epitope architecture, and a practical implication would require augmentation with alternative antigen formats (whole-protein or folded antigens) in a complementary hybrid approach.

Indexed as

EpitopesPeptide LibraryProteomicsAnimalsEpitope MappingEpitopesPeptide Library

Identifiers

PMID42616861
PMCPMC13488894

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.