ArticleGenome biology2025
Spatial and single-cell expression analyses reveal complex expression domains in early wheat spike development.
Article in Genome biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Chromosome-level Streptochaeta genome elucidates the ancestral karyotype and allopolyploid origin of grasses.Nature communications · 2026Article
- Spatial transcriptomics identifies distinct domains regulating yield-component traits of the wheat ear.Science advances · 2026Article
- The annotated blueprint: integrated functional genomic resources for a model tetraploid wheat Triticum turgidum cv Kronos.The New phytologist · 2026Article
- Regulation of spikelet number during wheat spike development.bioRxiv : the preprint server for biology · 2026Article
- Spatial transcriptomics reveals expression gradients in developing wheat inflorescences at cellular resolution.The Plant cell · 2026Article
- MicroRNA156 and its targeted SPL genes interact with the photoperiod, vernalization, and gibberellin pathways to regulate wheat heading time.The Plant journal : for cell and molecular biology · 2026Article
- Why "Where" Matters as Much as "How Much": Single-Cell and Spatial Transcriptomics in Plants.International journal of molecular sciences · 2025Review
- Phylogeny, chromosomal mapping and expression analyses of wheat CLAVATA pathway components suggest differential selection on receptor-like kinases, CLEs and T3 WOXes.The Plant journal : for cell and molecular biology · 2025Article
- Spatial and single-cell expression analyses reveal complex expression domains in early wheat spike development.Genome biology · 2025Article
- The Annotated Blueprint: Integrated Functional Genomic Resources for a model Tetraploid WheatbioRxiv : the preprint server for biology · 2025Article
- Exploring the untapped potential of single-cell and spatial omics in plant biology.The New phytologist · 2025Review
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Authors and funding
10 authors.
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Abstract
backgroundWheat is important for global food security. Understanding the molecular mechanisms driving spike and spikelet development can benefit the development of more productive varieties.
resultsHere we integrate single-molecule fluorescence in situ hybridization (smFISH) and single-cell RNA sequencing (scRNA-seq) to generate an atlas of cell clusters and expression domains during the early stages of wheat spike development. We characterize spatiotemporal expression of 99 genes by smFISH in 48,225 cells at early transition (W1.5), late double ridge (W2.5), and floret primordia stages (W3.5). These cells are grouped into 21 different expression domains, including four in the basal region of the developing spikelets and three different meristematic regions, which are consistent across spikelets and sections. Using induced mutants, we reveal functional roles associated with the specific expression patterns of LFY in intercalary meristems, SPL14 in inflorescence meristems, and FZP in glume axillae. Complementary scRNA-seq profiling of 26,009 cells from W2.5 and W3.5 stages identifies 23 distinct cell clusters. We use the scRNA-seq information to impute the expression of 74,464 genes into the spatially anchored smFISH-labelled cells and generate a public website to visualize them. We then use experimental and imputed expression profiles, together with co-expression studies and correlation matrices, to annotate the scRNA-seq clusters. From co-expression analyses, we identify genes associated with boundary genes TCP24 and FZP, as well as the meristematic genes AGL6 and ULT1.
conclusionsThe smFISH and scRNA-seq studies provide complementary tools for dissecting gene networks that regulate spike development and identifying new co-expressed genes for functional characterization.
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