Sero-epidemiological studies of pathogen burden: A scoping review

<ns5:p> Background Methodological advances in serological testing have made it feasible to quantify antibodies to multiple pathogens simultaneously. However, definitions for pathogen burden using serological data vary considerably. It is unclear how to best combine serological data for multiple pathogens for exposure/outcome definitions in epidemiological studies. Methods Following PRISMA-ScR guidelines, we conducted a scoping review of all relevant publications from MEDLINE, Embase, and Scopus until May 1 <ns5:sup>st</ns5:sup> , 2025, with no language restrictions. We identified epidemiological studies defining pathogen burden, and which included at least three different pathogens. Results We included a total of 74 studies from 19 countries (published 2000–2025). Serology data from 50 different pathogens were analysed across all studies, with pathogen burden measured by combining 3–17 pathogens into a single metric. Approaches included counts of seropositive result, quantiles of antibody titres, and more complex statistical analyses to group pathogens. No study gave a clinical/scientific rationale for the approaches chosen. Conclusions Various analytical approaches have been used to define pathogen burden but there was limited justification for the chosen methodological approaches. More integrated approaches are needed for combining scientific and clinical knowledge of the interaction across different pathogens and epidemiological evidence into a meaningful measure of pathogen burden. </ns5:p>

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Publication Details

Journal
Wellcome Open Research
Published
2026-06-09
DOI
https://doi.org/10.12688/wellcomeopenres.26070.2
Primary Topic
Zoonotic diseases and public health
Type
article
Field-Weighted Citation Impact
0.00

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article

Sero-epidemiological studies of pathogen burden: A scoping review

Aisha Babi, NJ Allen, Alexander J. Mentzer, Tim Waterboer et al.
Wellcome Open Research
Zoonotic diseases and public health
article

Sero-epidemiological studies of pathogen burden: A scoping review

Aisha Babi, NJ Allen, Alexander J. Mentzer, Tim Waterboer, Danny Turton, David Burgner, Charlotte Warren-Gash, Anne Suffel, Kathryin E Mansfield
article en

Abstract

<ns5:p> Background Methodological advances in serological testing have made it feasible to quantify antibodies to multiple pathogens simultaneously. However, definitions for pathogen burden using serological data vary considerably. It is unclear how to best combine serological data for multiple pathogens for exposure/outcome definitions in epidemiological studies. Methods Following PRISMA-ScR guidelines, we conducted a scoping review of all relevant publications from MEDLINE, Embase, and Scopus until May 1 <ns5:sup>st</ns5:sup> , 2025, with no language restrictions. We identified epidemiological studies defining pathogen burden, and which included at least three different pathogens. Results We included a total of 74 studies from 19 countries (published 2000–2025). Serology data from 50 different pathogens were analysed across all studies, with pathogen burden measured by combining 3–17 pathogens into a single metric. Approaches included counts of seropositive result, quantiles of antibody titres, and more complex statistical analyses to group pathogens. No study gave a clinical/scientific rationale for the approaches chosen. Conclusions Various analytical approaches have been used to define pathogen burden but there was limited justification for the chosen methodological approaches. More integrated approaches are needed for combining scientific and clinical knowledge of the interaction across different pathogens and epidemiological evidence into a meaningful measure of pathogen burden. </ns5:p>

Wellcome Open ResearchVol. 11
Royal Children's Hospital (AU), Centre for Human Genetics (GB), German Cancer Research Center (DE), Heidelberg University (DE), University of Oxford (GB), London School of Hygiene & Tropical Medicine (GB), UK Biobank (GB), Science Oxford (GB), University of Lincoln (GB)
Wellcome Trust
Good health and well-being
Openalex Percentile: Top 7%
Zoonotic diseases and public health
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