Dissecting the Evolutionary Forces Behind Codon Usage Bias in Brassica: A Chloroplast Genome Perspective from Non-Heading Chinese Cabbage

Chloroplast-genome variation below the species level remains insufficiently characterized in Brassica, because most previous studies have relied on only one or a few representative plastomes. To determine whether dense within-subspecies sampling could reveal localized variation obscured by broader comparisons, we sequenced and assembled complete chloroplast genomes from 10 morphologically diverse varieties of Non-heading Chinese cabbage (NHCC; Brassica campestris [syn. Brassica rapa] ssp. chinensis) and placed their codon-usage patterns in the context of 15 Brassica plastomes. The NHCC plastomes were highly conserved in genome size (153,480–153,533 bp), GC content (36.36–36.39%), gene content, gene order, and quadripartite structure. Nevertheless, locus-level comparisons showed that the limited sequence variation was concentrated in a small number of regions. Six protein-coding loci and four intergenic spacers exhibited relatively elevated nucleotide diversity, and explicit counts of variable sites and internal indel blocks further characterized the sequence differences underlying these values. These loci represent candidate regions for population-level validation and potential molecular-marker development rather than confirmed variety-specific markers. In the broader comparison, mean ENC varied only from 45.15 to 45.49 among the 15 plastomes, indicating a highly conserved codon-usage background characterized by a general preference for A/U-ending synonymous codons. Eight codons—ACU, AGA, CAA, CUA, GCU, GGU, GUA, and UGU—were consistently recovered as putative optimal codons, although statistical support for ACU and GGU was restricted to a subset of accessions. PR2 analysis revealed imbalances within complementary nucleotide pairs rather than an overall preference for G/C-ending codons. Thus, the principal contribution of this study is the fine-scale localization of plastome variation through dense sampling within NHCC, providing candidate regions for subsequent diversity assessment and marker validation in independently sampled individuals.

Authors

Institutions

Publication Details

Journal
Agronomy
Published
2026-10-27
DOI
https://doi.org/10.3390/agronomy16212114
Primary Topic
Chromosomal and Genetic Variations
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Dissecting the Evolutionary Forces Behind Codon Usage Bias in Brassica: A Chloroplast Genome Perspective from Non-Heading Chinese Cabbage

Entong Li, Zhanyuan Gao, Yaolong Wang, Ying Li et al.
2 links
Agronomy
Chromosomal and Genetic Variations
article

Dissecting the Evolutionary Forces Behind Codon Usage Bias in Brassica: A Chloroplast Genome Perspective from Non-Heading Chinese Cabbage

Entong Li, Zhanyuan Gao, Yaolong Wang, Ying Li, Cheng Jiang, Hanyin Bi, Xilin Hou, Chenyu Zhu
article en

Abstract

Chloroplast-genome variation below the species level remains insufficiently characterized in Brassica, because most previous studies have relied on only one or a few representative plastomes. To determine whether dense within-subspecies sampling could reveal localized variation obscured by broader comparisons, we sequenced and assembled complete chloroplast genomes from 10 morphologically diverse varieties of Non-heading Chinese cabbage (NHCC; Brassica campestris [syn. Brassica rapa] ssp. chinensis) and placed their codon-usage patterns in the context of 15 Brassica plastomes. The NHCC plastomes were highly conserved in genome size (153,480–153,533 bp), GC content (36.36–36.39%), gene content, gene order, and quadripartite structure. Nevertheless, locus-level comparisons showed that the limited sequence variation was concentrated in a small number of regions. Six protein-coding loci and four intergenic spacers exhibited relatively elevated nucleotide diversity, and explicit counts of variable sites and internal indel blocks further characterized the sequence differences underlying these values. These loci represent candidate regions for population-level validation and potential molecular-marker development rather than confirmed variety-specific markers. In the broader comparison, mean ENC varied only from 45.15 to 45.49 among the 15 plastomes, indicating a highly conserved codon-usage background characterized by a general preference for A/U-ending synonymous codons. Eight codons—ACU, AGA, CAA, CUA, GCU, GGU, GUA, and UGU—were consistently recovered as putative optimal codons, although statistical support for ACU and GGU was restricted to a subset of accessions. PR2 analysis revealed imbalances within complementary nucleotide pairs rather than an overall preference for G/C-ending codons. Thus, the principal contribution of this study is the fine-scale localization of plastome variation through dense sampling within NHCC, providing candidate regions for subsequent diversity assessment and marker validation in independently sampled individuals.

AgronomyVol. 16(21)
Nanjing Agricultural University (CN), Ministry of Agriculture and Rural Affairs (CN)
Openalex Percentile: Top 15%
Chromosomal and Genetic Variations
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.

Laika access coming soon