Path Analysis Dissects Direct and Indirect Effects of Floret Morphological Traits on Seed Shattering in Naked Oat (Avena nuda)

Seed shattering is a key cause of yield loss in naked oat (Avena nuda) production, yet research specifically targeting this issue remains limited. This study phenotyped 316 diverse naked oat accessions for 14 floret morphological traits and shattering rate across six environments. Principal component analysis (PCA), K-Means clustering, and path analysis were employed for data mining. PCA identified three principal components representing morphological size, thickness-length trade-off, and differential thickness distribution between lemma and palea. K-Means clustering divided the accessions into two clusters differing significantly in morphological size and seed shattering resistance. Path analysis revealed that palea width showed the strongest negative direct effect on shattering, followed by lemma basal thickness and lemma basal ridge thickness, while seed area exhibited a significant positive direct effect. Indirect pathway decomposition further demonstrated that palea width and lemma basal thickness served as key negative indirect contributors, whereas seed area played a dual role with opposing direct and indirect contributions. The model explained 32.80% of shattering variation, with palea width contributing the largest relative share. These findings suggest that floret morphology is associated with naked oat seed shattering and may inform resistance breeding efforts.

Authors

Institutions

Publication Details

Journal
Agronomy
Published
2026-07-24
DOI
https://doi.org/10.3390/agronomy16151401
Primary Topic
Wheat and Barley Genetics and Pathology
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Path Analysis Dissects Direct and Indirect Effects of Floret Morphological Traits on Seed Shattering in Naked Oat (Avena nuda)

Xingyan Li, yanping xing, Bing Han, Jing Wu et al.
Agronomy
Wheat and Barley Genetics and Pathology
article

Path Analysis Dissects Direct and Indirect Effects of Floret Morphological Traits on Seed Shattering in Naked Oat (Avena nuda)

Xingyan Li, yanping xing, Bing Han, Jing Wu, Yan Yang, Xueqin Wei, Xianlong Bai
article en

Abstract

Seed shattering is a key cause of yield loss in naked oat (Avena nuda) production, yet research specifically targeting this issue remains limited. This study phenotyped 316 diverse naked oat accessions for 14 floret morphological traits and shattering rate across six environments. Principal component analysis (PCA), K-Means clustering, and path analysis were employed for data mining. PCA identified three principal components representing morphological size, thickness-length trade-off, and differential thickness distribution between lemma and palea. K-Means clustering divided the accessions into two clusters differing significantly in morphological size and seed shattering resistance. Path analysis revealed that palea width showed the strongest negative direct effect on shattering, followed by lemma basal thickness and lemma basal ridge thickness, while seed area exhibited a significant positive direct effect. Indirect pathway decomposition further demonstrated that palea width and lemma basal thickness served as key negative indirect contributors, whereas seed area played a dual role with opposing direct and indirect contributions. The model explained 32.80% of shattering variation, with palea width contributing the largest relative share. These findings suggest that floret morphology is associated with naked oat seed shattering and may inform resistance breeding efforts.

AgronomyVol. 16(15)
Inner Mongolia Agricultural University (CN)
Openalex Percentile: Top 10%
Wheat and Barley Genetics and Pathology
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Path Analysis Dissects Direct and Indirect Effects of Floret Morphological Traits on Seed Shattering in Naked Oat (Avena nuda) — Xingyan Li, yanping xing, et al. · Agronomy (2026) | TGRS Research Map | TGRS