Omics · study · 2026
Exploratory Transcriptomic Profiling of Seed Development in Amaranthus hypochondriacus Prioritizes Candidate Genes for Future Studies on Grain Quality and Seed Maturation
Listed in NCBI GEO
Seed development influences reserve accumulation, grain quality, seed maturation, and subsequent crop performance, yet stage-associated transcriptional changes remain poorly characterized in grain amaranth.
Description
Here, we performed exploratory transcriptomic pro-filing of three reproductive stages of Amaranthus hypochondriacus var. Revancha: ovule (OV), immature seed (IS), and mature seed (MS).
One composite RNA-seq library was generated for each stage from pooled tissues collected during three independent sampling events. The composite-sampling strategy did not provide independent biological repli-cation or allow estimation of biological dispersion. Transcript-abundance patterns were evaluated using exploratory expression contrasts, functional annotation, Gene Ontology and KEGG analyses, and targeted expression and chromatin assays.
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OV was character-ized by transcripts associated with structural organization and early developmental processes, whereas IS showed increased representation of metabolic and biosynthetic functions consistent with active reserve accumulation. MS displayed transcript-abundance patterns associated with stress responses, redox homeostasis, abscisic acid-associated processes, and desiccation-related protection. Selected genes related to gibberellin me-tabolism, reserve regulation, developmental control, and cellular protection showed stage-associated expression patterns.
Across developmental-stage comparisons, 1083 genes showed higher and 2801 lower transcript representation in OV relative to IS, whereas 5692 and 4424 genes, respectively, differed between OV and MS, and 6399 and 4128 between IS and MS. Semi-quantitative RT-PCR and targeted H3K4me3 ChIP-PCR provided complementary evidence for selected loci. Because each developmental stage was represented by a single composite RNA-seq library, the transcriptomic contrasts are interpreted as exploratory and hypothesis-generating rather than as statistically repli-cated developmental effects.
Therefore, this study provides a stage-resolved tran-scriptomic resource for grain amaranth and prioritizes candidate genes and biological processes for future functional, physiological, and breeding-oriented studies of seed maturation and composition.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE331nnn/GSE331525 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE331525 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1468526 ncbi.nlm.nih.gov/bioproject/PRJNA1468526 ↗
project · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing
- From keywords
- Life Sciences
- Inferred from text
- Bioinformatics and computational biology 71% · RNA sequencing 65%
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE331525 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[field].anzsrc:group:3102 | enrichment · NCBI GEO | taxonomy-embedding@1.1.0 | title+keywords+description (71%) |
| concepts[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencing | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /gdstype |
| concepts[modality].local:modality:rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /summary |
| publication_date | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| title | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /title |