Evidence map›Paper›PMID 37112718›Full record

ArticleVaccines2023

Heterogeneity in Vaccinal Immunity to SARS-CoV-2 Can Be Addressed by a Personalized Booster Strategy.

Madison Stoddard, Lin Yuan, Sharanya Sarkar, Shruthi Mangalaganesh, Ryan P Nolan, Dean Bottino, Greg Hather, Natasha S Hochberg, Laura F White, Arijit Chakravarty

Open access · goldAbstract read
In one paragraph

Article in Vaccines, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.8field-weighted citation impact, top 31% of its field
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

4 citing papers in PubMed, 4 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 6 institutions in 2 countries.

Madison StoddardFractal Therapeutics, Lexington, MA 02420, USA.ORCID 0000-0001-9853-8500
Lin YuanFractal Therapeutics, Lexington, MA 02420, USA.
Sharanya SarkarDepartment of Microbiology and Immunology, Dartmouth College, Hanover, NH 03755, USA.ORCID 0000-0002-2459-8620
Shruthi MangalaganeshFaculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC 3800, Australia.
Ryan P NolanHalozyme Therapeutics, San Diego, CA 92130, USA.
Dean BottinoTakeda Pharmaceuticals, Cambridge, MA 02139, USA.
Greg HatherSage Therapeutics, Cambridge, MA 02142, USA.
Natasha S HochbergDepartment of Epidemiology, Boston University School of Public Health, Boston, MA 02215, USA.
Laura F WhiteSchool of Public Health, Boston University, Boston, MA 02118, USA.ORCID 0000-0002-0588-8235
Arijit ChakravartyFractal Therapeutics, Lexington, MA 02420, USA.
Boston University · USDartmouth College · USHalozyme Therapeutics (United States) · USMonash University · AUSage Therapeutics (United States) · USTakeda (United States) · US

Funding

Maximizing Investigators' Research Award (R35)R35GM141821 · NIGMS · BOSTON UNIVERSITY MEDICAL CAMPUS · PI WHITE, LAURA FORSBERG · 2021 to 2025
$1.8M
NIGMS NIH HHS R35 GM141821
6 · The paper itself

Abstract

SARS-CoV-2 vaccinations were initially shown to substantially reduce risk of severe disease and death. However, pharmacokinetic (PK) waning and rapid viral evolution degrade neutralizing antibody (nAb) binding titers, causing loss of vaccinal protection. Additionally, there is inter-individual heterogeneity in the strength and durability of the vaccinal nAb response. Here, we propose a personalized booster strategy as a potential solution to this problem. Our model-based approach incorporates inter-individual heterogeneity in nAb response to primary SARS-CoV-2 vaccination into a pharmacokinetic/pharmacodynamic (PK/PD) model to project population-level heterogeneity in vaccinal protection. We further examine the impact of evolutionary immune evasion on vaccinal protection over time based on variant fold reduction in nAb potency. Our findings suggest viral evolution will decrease the effectiveness of vaccinal protection against severe disease, especially for individuals with a less durable immune response. More frequent boosting may restore vaccinal protection for individuals with a weaker immune response. Our analysis shows that the ECLIA RBD binding assay strongly predicts neutralization of sequence-matched pseudoviruses. This may be a useful tool for rapidly assessing individual immune protection. Our work suggests vaccinal protection against severe disease is not assured and identifies a potential path forward for reducing risk to immunologically vulnerable individuals.

Indexed as

boostersCOVID-19immunitymixed-effects modelpersonalized medicinepharmacokinetic/pharmacodynamic modelSARS-CoV-2vaccinevaccine equityvaccine strategy

Identifiers

PMID37112718
PMCPMC10140995
OpenAlexW4362667716

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.