ArticleBMC genomics2014
RNA-seq analysis identifies an intricate regulatory network controlling cluster root development in white lupin.
Article in BMC genomics, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed.
- HalALMT1 mediates malate efflux in the cortex of mature cluster rootlets of Hakea laurina, occurring naturally in severely phosphorus-impoverished soil.The New phytologist · 2025Article
- Transcriptomic Response of White Lupin Roots to Short-Term Sucrose Treatment.Plants (Basel, Switzerland) · 2025Article
- The white lupin trehalase gene LaTRE1 regulates cluster root formation and function under phosphorus deficiency.Plant physiology · 2024Article
- Research on the Mechanisms of Phytohormone Signaling in Regulating Root Development.Plants (Basel, Switzerland) · 2024Review
- Comparative Analysis of Hulless Barley Transcriptomes to Regulatory Effects of Phosphorous Deficiency.Life (Basel, Switzerland) · 2024Article
- Transcriptomics Provide Insights into Early Responses to Sucrose Signaling inInternational journal of molecular sciences · 2024Article
- Identification and characterization of unique 5-hydroxyisoflavonoid biosynthetic key enzyme genes in Lupinus albus.Plant cell reports · 2022Article
- Identification of ABC transporter G subfamily in white lupin and functional characterization of L.albABGC29 in phosphorus use.BMC genomics · 2021Article
- Nitrogen and Phosphorus Interplay in Lupin Root Nodules and Cluster Roots.Frontiers in plant science · 2021Review
- Transcriptional, metabolic, physiological and developmental responses of switchgrass to phosphorus limitation.Plant, cell & environment · 2021Article
- Article
- Dynamic Development of White Lupin Rootlets Along a Cluster Root.Frontiers in plant science · 2021Article
- Adaptive Mechanisms Make Lupin a Choice Crop for Acidic Soils Affected by Aluminum Toxicity.Frontiers in plant science · 2021Article
- The genome evolution and low-phosphorus adaptation in white lupin.Nature communications · 2020Article
- Common and specific responses to iron and phosphorus deficiencies in roots of apple tree (Malus × domestica).Plant molecular biology · 2019Article
- The first genetic map for yellow lupin enables genetic dissection of adaptation traits in an orphan grain legume crop.BMC genetics · 2019Article
- Physiological and RNA sequencing data of white lupin plants grown under Fe and P deficiency.Data in brief · 2019Article
- Comparing RNA-Seq and microarray gene expression data in two zones of theApplications in plant sciences · 2018Article
- Physiological Mechanisms Only Tell Half Story: Multiple Biological Processes are involved in Regulating Freezing Tolerance of Imbibed Lactuca sativa Seeds.Scientific reports · 2017Article
- A comprehensive draft genome sequence for lupin (Lupinus angustifolius), an emerging health food: insights into plant-microbe interactions and legume evolution.Plant biotechnology journal · 2017Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHighly adapted plant species are able to alter their root architecture to improve nutrient uptake and thrive in environments with limited nutrient supply. Cluster roots (CRs) are specialised structures of dense lateral roots formed by several plant species for the effective mining of nutrient rich soil patches through a combination of increased surface area and exudation of carboxylates. White lupin is becoming a model-species allowing for the discovery of gene networks involved in CR development. A greater understanding of the underlying molecular mechanisms driving these developmental processes is important for the generation of smarter plants for a world with diminishing resources to improve food security.
resultsRNA-seq analyses for three developmental stages of the CR formed under phosphorus-limited conditions and two of non-cluster roots have been performed for white lupin. In total 133,045,174 high-quality paired-end reads were used for a de novo assembly of the root transcriptome and merged with LAGI01 (Lupinus albus gene index) to generate an improved LAGI02 with 65,097 functionally annotated contigs. This was followed by comparative gene expression analysis. We show marked differences in the transcriptional response across the various cluster root stages to adjust to phosphate limitation by increasing uptake capacity and adjusting metabolic pathways. Several transcription factors such as PLT, SCR, PHB, PHV or AUX/IAA with a known role in the control of meristem activity and developmental processes show an increased expression in the tip of the CR. Genes involved in hormonal responses (PIN, LAX, YUC) and cell cycle control (CYCA/B, CDK) are also differentially expressed. In addition, we identify primary transcripts of miRNAs with established function in the root meristem.
conclusionsOur gene expression analysis shows an intricate network of transcription factors and plant hormones controlling CR initiation and formation. In addition, functional differences between the different CR developmental stages in the acclimation to phosphorus starvation have been identified.
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