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Research Article | Open Access

AlphaFold3-guided single-amino acid substitution creates a dual-functional selection marker for herbicide resistance and genetic tagging in the cruciferous plant pathogen Colletotrichum higginsianum

Yiming Zhu1,2,*, Weilun Chen1,*, Wei Luo1, Zhihan Li1, Yingying Yang3, Jianye Chen3, Erxun Zhou1( )
Guangdong Provincial Key Laboratory of Microbial Signals and Disease Control, College of Plant Protection, South China Agricultural University, Guangzhou 510642, China
Guangdong Provincial Key Laboratory of Utilization and Conservation of Food and Medicinal Resources in Northern Region/School of Biology and Agriculture, Shaoguan University, Shaoguan 512005, China
Guangdong Provincial Key Laboratory of Postharvest Science of Fruits and Vegetables/Engineering Research Center of Southern Horticultural Products Preservation of Ministry of Education, College of Horticulture, South China Agricultural University, Guangzhou 510642, China

* These authors contributed equally to this study.

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Highlights

• AI-driven structural prediction guided rational mutation design, revealing steric hindrance as the mechanism of chlorimuron ethyl (CE) resistance.

• Phenotypic neutrality of the ChalsA200D allele, ensuring fungal viability and pathogenicity, validated through growth assays and live-cell imaging of host colonization.

• A modular integration system for efficient organelle-specific tagging, streamlining functional studies in plant–pathogen interactions.

Abstract

Colletotrichum higginsianum, a plant pathogenic fungus threatening cruciferous crops, necessitates advanced genetic tools to study its pathogenesis and host interactions. However, selection markers available for fungal genome editing are often limited by scarcity and variable efficacy across species. Acetolactate synthase (ALS), a key enzyme in branched-chain amino acid (BCAA) biosynthesis, is the target of the herbicide chlorimuron ethyl (CE). Here, we utilized AlphaFold3-guided structural prediction to engineer ALS in C. higginsianum into a dual-functional endogenous selection marker. AlphaFold3-predicted ChALS structures revealed conserved catalytic regions and identified hydrophobic residues (V191, A200, F201) potentially critical for CE binding. Notably, introducing a single A200D substitution conferred the resistance of C. higginsianum to CE without impairing fungal growth, conidiation, or pathogenicity. Molecular docking simulations confirmed that the introduced aspartate side chain causes steric clashes that destabilize CE binding. Leveraging this mutation, we developed a homology-directed integration system enabling precise genetic tagging at the endogenous ChALS locus using the A200D allele for selection. Colletotrichum higginsianum strains expressing fluorescent proteins targeted to the nucleus, mitochondria, peroxisomes, or cytoplasm exhibited stable expression and unaltered infection dynamics in Chinese flowering cabbage (Brassica parachinensis). This work presents a dual-functional marker that addresses limitations in fungal genome editing tools. Moreover, the facility with which the A200D mutation confers resistance serves as a cautionary note on the potential evolutionary instability of single-target enzyme inhibitors in pathogen management.

References

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Journal of Integrative Agriculture (JIA)
Pages 4236-4247

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Cite this article:
Zhu Y, Chen W, Luo W, et al. AlphaFold3-guided single-amino acid substitution creates a dual-functional selection marker for herbicide resistance and genetic tagging in the cruciferous plant pathogen Colletotrichum higginsianum. Journal of Integrative Agriculture (JIA), 2026, 25(10): 4236-4247. https://doi.org/10.1016/j.jia.2025.08.010

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Received: 30 April 2025
Revised: 25 June 2025
Accepted: 12 July 2025
Published: 05 August 2025
© 2026 CAAS.

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). Peer review under responsibility of Editorial Board of Journal of Integrative Agriculture.