The characterization of ShNDK and the elucidation of cultivar-specific synergistic crosstalk provide a crucial mechanistic foundation and promising genetic targets for developing sugarcane cultivars with heritable, broad-spectrum resistance.
Abstract
Introduction Sugarcane mosaic disease (SCMD) poses a severe threat to global sugarcane yield. Since conventional field management is insufficient to restrict viral transmission, unraveling the underlying defense mechanisms is imperative for targeted breeding. The primary objective of this study was to delineate the molecular and metabolic networks governing SCMD resistance by comparing highly resistant (XIDAZHE10-19, YT94-128) and susceptible (HP, XTT22) cultivars. Methods We employed metabolomic profiling and integrated transcriptomic data to investigate the genetic basis driving host responses. To further elucidate the functional and regulatory mechanics of identified key hub genes, we conducted weighted gene co-expression network analysis (WGCNA) alongside AlphaFold-driven structural predictions and interactome profiling. Results Metabolomic profiling identified critical defense-associated metabolites --including alcoholamines and glycerol derivatives --that strongly correlate with disease incidence. Transcriptomic integration yielded two major findings. First, pathway enrichment revealed a striking dichotomy in defense strategies: XIDAZHE10-19 preferentially orchestrated the autophagy pathway and aromatic amino acid biosynthesis, whereas YT94-128 relied heavily on calcium signaling and peroxisome-mediated reactive oxygen species (ROS) homeostasis. Second, WGCNA pinpointed ShNDK as a core hub gene exhibiting robust upregulation in susceptible cultivars. AlphaFold predictions further revealed that ShNDK potentially assembles into dimers and physically associates with canonical immune transcription factors (e.g., bZIP, Dof) and pathogenesis-related (PR) proteins. Discussion The novelty of this work lies in uncovering divergent, cultivar-specific defense strategies and identifying novel genetic hubs through a multi-omics and structural biology approach. Together, these findings unveil a complex, multi-layered defense network against SCMD. The characterization of ShNDK and the elucidation of cultivar-specific synergistic crosstalk provide a crucial mechanistic foundation and promising genetic targets for developing sugarcane cultivars with heritable, broad-spectrum resistance.
Collectively, the NY strain achieves strong salinity tolerance by integrating genetic variation, transcriptional reprogramming and metabolic remodeling, synergistically maintaining ion homeostasis, osmotic balance and energy supply.
Jiahua Zhang, Min Zhang, Chungui Huang et al.· Marine Biotechnology· 0 citations
Mature Vitis davidii berries exhibit a unique metabolite profile characterized by exceptionally low malate, relatively lower soluble sugars, and abundant anthocyanin diglucoside accumulation. To elucidate the regulatory basis underlying these distinctive traits, we performed an integrated transcriptomic and metabolomic analysis across 18 developmental stages. This atlas identified veraison as a critical metabolic reprogramming window, marking a significant shift in metabolic flux that is potentially linked to species-specific transcriptional divergences. Using weighted gene coexpression network analysis (WGCNA), we identified candidate hub genes hypothesized to participate in these shifts. Specifically, transient transformation in grapevine callus provided preliminary functional evidence suggesting that the nuclear-localized transcription factor VdNAC17 potentially regulates soluble sugar accumulation, while VdbZIP30 might serve a dual regulatory function coordinating both soluble sugars and anthocyanins. Collectively, this high-resolution multiomics atlas proposes a foundational regulatory framework for V. davidii berry quality and identifies promising genetic targets for targeted grapevine breeding programs.
Shengdi Yang, Yating Zeng, Bilin Chen et al.· Journal of Agricultural and...· 0 citations
Background/Objectives: This study aims to reveal the physiological and molecular regulatory mechanisms of the genuine medicinal herb I. suzhouensis K. F. Zhai, Z. B. Han & S. B. Zhou (Wangzaozi) of Anhui province in response to drought stress, and clarify the regulatory patterns of drought adversity on the accumulation of its medicinal active ingredients. Methods: Mild natural drought treatment was applied to I. suzhouensis. Combined with Illumina high-throughput transcriptome sequencing and HPLC-MS/MS targeted metabolomics detection, this study jointly deciphered the dynamic changes in gene expression and metabolite accumulation of I. suzhouensis under drought. Key drought-responsive metabolic pathways, core regulatory genes and marker metabolites were screened. Results: A total of 56,823 high-quality unigenes were obtained via transcriptome sequencing, among which 23,580 differentially expressed genes (DEGs) were identified. Functional enrichment analysis revealed that DEGs were predominantly enriched in pathways, including plant hormone signal transduction, phenylpropanoid biosynthesis, flavonoid biosynthesis and photosynthesis. A total of 4171 metabolites were qualitatively and quantitatively characterized via metabolomics, and 1632 differentially expressed metabolites (DEMs) were screened, mainly enriched in phenylpropanoid biosynthesis, tyrosine metabolism, flavone and flavonol biosynthesis pathways. Physiological measurements of antioxidant indices demonstrated that the activities of SOD and POD increased by approximately 2-fold, while PAL activity rose by 1.55-fold, and chlorophyll content decreased significantly. Multi-omics joint analysis indicated that mild drought stress modulates the expression of genes involved in phenylpropanoid, flavonoid and diterpenoid biosynthetic pathways, alters antioxidant enzyme activities, and coordinately regulates the formation of drought tolerance and the accumulation of bioactive compounds in I. suzhouensis. Conclusions: This study systematically elucidates the drought response mechanism of I. suzhouensis cultivated in northern Anhui province. It provides theoretical evidence and candidate core responsive gene resources for standardized cultivation of I. suzhouensis and precise regulation of medicinal quality in drought-prone production areas.
These findings provide the first comprehensive evidence that alkaloid metabolism, particularly the isoquinoline alkaloid pathway, are transcriptionally and metabolically reprogrammed during blister blight infection, suggesting a potential role in tea’s defense against this pathogen.
Yanglongyu Chen, Ping Li, Yuqing Ma et al.· Frontiers in Plant Science· 0 citations
Sesame is an important oilseed crop, and floral development is a key biological process that lays the foundation for pollination, fertilization, and seed formation, which are closely associated with final yield potential. However, the dynamic transcriptional and metabolic regulatory mechanisms during floral development remain unclear. Here, we performed an integrated transcriptomic and metabolomic analysis across five key developmental stages (T1–T5) of sesame flowers to systematically dissect the multi‑omics regulatory network. KEGG enrichment analysis revealed distinct stage‑specific metabolic characteristics: early stages (T1–T2) were enriched in primary energy metabolism (glycolysis and starch/sucrose metabolism); the middle stage (T3) showed enrichment in DNA replication and phenylpropanoid biosynthesis; and late stages (T4–T5) were associated with plant hormone signaling and α‑linolenic acid metabolism. WGCNA identified two modules correlated with development: a positive module involved in phenylpropanoid biosynthesis, and a negative module related to DNA replication and repair. Genes in the phenylpropanoid/flavonoid pathway displayed a clear sequential expression pattern, promoting flavonoid and anthocyanin accumulation. Collectively, this study provides a comprehensive multi‑omics resource and a descriptive framework for understanding transcriptional and metabolic dynamics during sesame floral development, and identifies candidate pathways and genes that may serve as targets for future functional validation and molecular breeding.
Qiyuan An, Hongsen Cheng, Huijie Sun et al.· Frontiers in Plant Science· 0 citations