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Integrating advancements in root phenotyping and genome-wide association studies to open the root genetics gateway.

Physiologia plantarum - 1 Nov 2022

Abbas Mubashir, Abid Muhammad Ali, Meng Zhigang, Abbas Manzar, Wang Peilin, Lu Chao, Askari Muhammad, Akram Umar, Ye Yulu, Wei Yunxiao, Wang Yuan, Guo Sandui, Liang Chengzhen, Zhang Rui

Abstract excerpt

Plant adaptation to challenging environmental conditions around the world has made root growth and development an important research area for plant breeders and scientists. Targeted manipulation of root system architecture (RSA) to increase water and nutrient use efficiency can minimize the adverse effects of climate change on crop production. However, phenotyping of RSA is a major bottleneck since the roots are...

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PMID: 36169590
DOI: 10.1111/ppl.13787

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-08.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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