Integrative Metabolomics and Machine Learning Approach to Uncover Scab Resistance Markers in Mature Pecan Trees.

J Agric Food Chem · 2026 · PMC13178070 · PMID 42052991

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highly significantno p-value reported

Among the resistance biomarkers, six compoundssyringin, kaempferol-3Rh, galactono-1,4-lactone, proline, glucose-6P isomer, and GABAwere consistently ranked as highly significant by both SVM and RF models.

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a decreasing trendno p-value reported

One of the top-ranked resistance biomarkers, syringina glycosylated precursor of ligninwas elevated in the resistant group (resistant and resistant-like) and showed a decreasing trend in the susceptible group (susceptible and susceptible-like).

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