Evidence map›Paper›PMID 41639474›Full record

ArticlePlant cell reports2026

Transcriptomic analyses reveal regulatory plasticity and metabolic reprogramming underlying genotype-specific microspore embryogenesis in wheat.

Hai Ying Yuan, Yunfei Jiang, Palak Kathiria, Venkatesh Bollina, Yifang Tan, Jean L Enns, Alison M R Ferrie, Sateesh Kagale

Abstract read
In one paragraph

Article in Plant cell reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Hai Ying Yuan *Aquatic and Crop Resource Development Research Centre, National Research Council Canada, Saskatoon, SK, S7N 0W9, Canada.ORCID http://orcid.org/0000-0002-4049-3036
Yunfei Jiang *Aquatic and Crop Resource Development Research Centre, National Research Council Canada, Saskatoon, SK, S7N 0W9, Canada.ORCID http://orcid.org/0000-0003-4260-6513
Palak KathiriaAquatic and Crop Resource Development Research Centre, National Research Council Canada, Saskatoon, SK, S7N 0W9, Canada.
Venkatesh BollinaAquatic and Crop Resource Development Research Centre, National Research Council Canada, Saskatoon, SK, S7N 0W9, Canada.
Yifang TanAquatic and Crop Resource Development Research Centre, National Research Council Canada, Saskatoon, SK, S7N 0W9, Canada.
Jean L EnnsAquatic and Crop Resource Development Research Centre, National Research Council Canada, Saskatoon, SK, S7N 0W9, Canada.
Alison M R FerrieAquatic and Crop Resource Development Research Centre, National Research Council Canada, Saskatoon, SK, S7N 0W9, Canada.
Sateesh KagaleAquatic and Crop Resource Development Research Centre, National Research Council Canada, Saskatoon, SK, S7N 0W9, Canada. Sateesh.Kagale@nrc-cnrc.gc.ca.ORCID http://orcid.org/0000-0002-7213-1590

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

key messageEmbryogenic efficiency in wheat microspores is driven by epigenetic regulation, homoeolog expression bias, and genotype-specific genomic variation, with coordinated remodeling of metabolic pathways and cell-wall dynamics establishing a favourable cellular environment. Microspore embryogenesis is a process in which immature male gametophytes are induced to form embryo-like structures that can regenerate into doubled haploid (DH) plants following chromosome doubling. By producing complete homozygosity in a single generation, DH technology accelerates cultivar development and is particularly valuable for breeding resilient crops. However, bread wheat remains largely recalcitrant to microspore embryogenesis, with strong genotype dependence limiting its broad application in breeding programs. Here, we performed a comparative transcriptomic time-course in two spring wheat cultivars with contrasting embryogenic responses: Nanda (highly responsive) and Sadash (recalcitrant). Dynamic gene expression reprogramming was observed during embryogenesis, with Nanda exhibiting enrichment of biological processes associated with epigenetic regulation, including nucleosome assembly, chromatin remodeling, and chromatin organization. In addition, genes related to stress perception, hormonal signaling, cytoskeletal and cell wall dynamics, and metabolic pathways showed coordinated expression changes, collectively characterizing the transcriptional landscape associated with successful microspore embryogenesis. Differentially expressed gene (DEG) hotspots identified structural variation underlying the divergent responses between genotypes. Machine learning highlighted potential biomarkers, notably a histone deacetylase gene TRAESCS1D02G454400 located within a DEG-enriched region. Subgenome-specific analysis revealed pronounced suppression of B-subgenome homoeologs in Sadash, 65% of which overlapped with DEGs from the genotype comparison. These findings highlight the role of epigenetic regulation, homoeolog expression bias, and genotype-specific genomic variation in determining embryogenic efficiency. Importantly, these conclusions are based on transcriptomic associations and require functional validation, while providing candidate molecular targets and biomarkers to overcome recalcitrance and enhance the utility of microspore embryogenesis in wheat DH breeding.

Indexed as

PollenTriticumEpigenesis, GeneticGene Expression ProfilingGene Expression Regulation, PlantGenotypeSeedsTranscriptomeHomoeolog expressionMachine learningMicrospore embryogenesisRNA seqTranscription factorWheat

Identifiers

PMID41639474
PMCPMC12872716

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.