Evidence map›Paper›PMID 42793097›Full record

ArticleBiomolecules2026

Contact Occupancy and Per-Residue Energetic Contributions Distinguish Aflatoxin B1 Nanobodies with Different Binding Affinities.

Hualian Mo, Wenxing Chen, Zhaoxi Yang, Junjie Zhou, Xinze Zhang, Siyuan Yang, Xiaoman She, Wenyang Zhang, Shijuan Yan, Shaowen Wu

Abstract read
In one paragraph

Article in Biomolecules, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Hualian MoState Key Laboratory of Swine and Poultry Breeding Industry, Agro-Biological Gene Research Center, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
Wenxing ChenState Key Laboratory of Swine and Poultry Breeding Industry, Agro-Biological Gene Research Center, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
Zhaoxi YangState Key Laboratory of Swine and Poultry Breeding Industry, Agro-Biological Gene Research Center, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
Junjie ZhouState Key Laboratory of Swine and Poultry Breeding Industry, Agro-Biological Gene Research Center, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
Xinze ZhangState Key Laboratory of Swine and Poultry Breeding Industry, Agro-Biological Gene Research Center, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
Siyuan YangState Key Laboratory of Swine and Poultry Breeding Industry, Agro-Biological Gene Research Center, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
Xiaoman SheGuangdong Provincial Key Laboratory of High Technology for Plant Protection, Institute of Plant Protection, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
Wenyang ZhangState Key Laboratory of Swine and Poultry Breeding Industry, Agro-Biological Gene Research Center, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
Shijuan YanState Key Laboratory of Swine and Poultry Breeding Industry, Agro-Biological Gene Research Center, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.
Shaowen WuState Key Laboratory of Swine and Poultry Breeding Industry, Agro-Biological Gene Research Center, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China.ORCID 0000-0002-9885-5642

Funding

National Natural Science Foundation of China 22307022Project of Collaborative Innovation Center of GDAAS XT202504; XT202210Special Fund for Scientific Innovation Strategy-Construction of High Level Academy of Agriculture Science R2023PY-JX024; R2021YJ-YB1004; 2025ZQQZ-G19; 2023QZ-NK04; GDNKY-ZQQZ-K5; NYQS202628Youth S&T Talent Support Programme of Guangdong Provincial Association for Science and Technology SKXRC2025504
6 · The paper itself

Abstract

Aflatoxin B1 (AFB1) is a potent foodborne mycotoxin for which nanobodies offer compact, engineerable detection reagents, yet the molecular basis of their affinity differences remains poorly defined. Here, closely related nanobodies G8, NB28, and NB26 were compared. Fluorescence correlation spectroscopy showed G8 had the lowest dissociation constant for AFB1-BSA, followed by NB28 and NB26. To resolve this affinity separation, we performed triplicate 3 μs molecular dynamics simulations for each complex. While all complexes remained stable, G8 maintained broader, persistent aromatic and hydrophobic contacts extending into its elongated CDR3, whereas NB28 and NB26 relied on localized contacts centered on PHE47 and TRP101. Per-residue MM/GBSA decomposition confirmed favorable thermodynamic contributions from these persistent G8 residues. Ultimately, integrating contact occupancy, energy decomposition, and pairwise co-occurrence identified distinct cooperative contact networks (six in G8, versus two in NB28/NB26). This workflow demonstrates how mapping dynamic, cooperative binding networks rather than static proximity can systematically prioritize candidate residues for engineering high-affinity detection reagents in food-safety surveillance.

Indexed as

Aflatoxin B1Single-Domain AntibodiesMolecular Dynamics SimulationProtein BindingThermodynamicsAflatoxin B1Single-Domain Antibodiesaflatoxin B1interaction fingerprintmolecular dynamics simulationmolecular recognitionnanobody

Identifiers

PMID42793097
PMCPMC13604050

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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.