# A Novel Adaptive Platform for Rapid, Simple Flow-Based Antibody Detection Devices Predicts NAb Levels to SARS-CoV-2

**Authors:** Alena J. Markmann, D. Ryan Bhowmik, Baowei Jiang, Usaphea P. Vanna, Michael Van Hoy, Frank Wang, Yixuan J. Hou, David M. Margolis, Ralph S. Baric, Aravinda M. de Silva, Luther A. Bartelt

PMC · DOI: 10.20411/pai.v11i1.910 · Pathogens and Immunity · 2026-02-16

## TL;DR

A new rapid antibody detection device can predict neutralizing antibody levels to SARS-CoV-2, helping guide vaccine and treatment decisions.

## Contribution

A novel semi-quantitative lateral flow assay is introduced for rapid and accessible detection of functional neutralizing antibodies.

## Key findings

- The sqLFA shows strong correlation with the gold-standard microneutralization assay.
- The sqLFA has 80% specificity and 90% sensitivity at a microneutralization cutoff of 1:40.

## Abstract

COVID-19 has caused millions of deaths and continues to burden individuals and the healthcare system. Antibodies that neutralize SARS-CoV-2 have proven to be the most reliable markers of immune protection, targets for vaccine development, and approaches for anti-viral antibody-based therapies. Measuring neutralizing antibody (NAb) titers at the bedside could inform individualized shared decision-making with patients regarding the potential benefits of repeating vaccines, use of preventative or therapeutic antibody-based therapies, and, where relevant, collection of COVID-19 convalescent plasma (CCP) with greater efficacy, especially as NAb-escape mutations have guided SARS-CoV-2 variant emergence. However, specific and accessible assays to quantify NAb levels in individuals, including the identification of potential antibody donors at the time of donation, remain unavailable. Therefore, there is a need for platforms that can be rapidly adapted to quantify serum antibody responses with known or expected correlates of protection.

In this report, we apply a novel semi-quantitative method to an established antibody lateral flow assay (sqLFA) and analyze its ability to detect the presence of functional NAbs in the serum of COVID-19-recovered individuals early in the pandemic.

We found that the sqLFA has a strong positive correlation with the gold-standard microneutralization assay (specificity 80% and sensitivity 90% at a microneutralization cutoff of 1:40).

Taken together, the sqLFA provides a novel point-of-care-based platform for rapid readout of NAb-based immune protection to SARS-CoV-2.

## Linked entities

- **Diseases:** COVID-19 (MONDO:0100096)

## Full-text entities

- **Genes:** N (nucleocapsid phosphoprotein) [NCBI Gene 43740575], CD79A (CD79a molecule) [NCBI Gene 973] {aka IGA, IGAlpha, MB-1, MB1}, ACE2 (angiotensin converting enzyme 2) [NCBI Gene 59272] {aka ACEH}, S (surface glycoprotein) [NCBI Gene 43740568] {aka spike glycoprotein}
- **Diseases:** COVID-19 (MESH:D000086382), CoP (MESH:D007154), infected (MESH:D007239), Viral infections (MESH:D014777), deaths (MESH:D003643), tick-borne encephalitis (MESH:D004675), POTENTIAL (MESH:C537245), pertussis (MESH:D014917), Hepatitis A and B (MESH:D006509), avian influenza (MESH:D005585), Haemophilus influenzae (MESH:D006192), pre (MESH:D058246)
- **Chemicals:** CCP (-), gold (MESH:D006046)
- **Species:** Homo sapiens (human, species) [taxon 9606], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049]
- **Mutations:** D614G, AUC of 0

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12928283/full.md

## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12928283/full.md

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Source: https://tomesphere.com/paper/PMC12928283