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Article

Genetic Architecture Underlying the Metabolites of Chlorogenic Acid Biosynthesis in Populus tomentosa.

International journal of molecular sciences - 27 Feb 2021

Yao Liangchen, Li Peng, Du Qingzhang, Quan Mingyang, Li Lianzheng, Xiao Liang, Song Fangyuan, Lu Wenjie, Fang Yuanyuan, Zhang Deqiang

Abstract excerpt

Chlorogenic acid (CGA) plays a crucial role in defense response, immune regulation, and the response to abiotic stress in plants. However, the genetic regulatory network of CGA biosynthesis pathways in perennial plants remains unclear. Here, we investigated the genetic architecture for CGA biosynthesis using a metabolite-based genome-wide association study (mGWAS) and expression quantitative trait nucleotide...

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Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

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Source

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Identifiers

PMID: 33673666
DOI: 10.3390/ijms22052386
PMCID: PMC7957499

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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