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1.
PLoS One ; 18(12): e0295823, 2023.
Article En | MEDLINE | ID: mdl-38128010

The study of plant root growth in real time has been difficult to achieve in an automated, high-throughput, and systematic fashion. Dynamic imaging of plant roots is important in order to discover novel root growth behaviors and to deepen our understanding of how roots interact with their environments. We designed and implemented the Generating Rhizodynamic Observations Over Time (GROOT) robot, an automated, high-throughput imaging system that enables time-lapse imaging of 90 containers of plants and their roots growing in a clear gel medium over the duration of weeks to months. The system uses low-cost, widely available materials. As a proof of concept, we employed GROOT to collect images of root growth of Oryza sativa, Hudsonia montana, and multiple species of orchids including Platanthera integrilabia over six months. Beyond imaging plant roots, our system is highly customizable and can be used to collect time- lapse image data of different container sizes and configurations regardless of what is being imaged, making it applicable to many fields that require longitudinal time-lapse recording.


Oryza , Robotics , Plant Roots , Montana
2.
Science ; 379(6639): eadf4721, 2023 03 31.
Article En | MEDLINE | ID: mdl-36996230

Brassinosteroids are plant steroid hormones that regulate diverse processes, such as cell division and cell elongation, through gene regulatory networks that vary in space and time. By using time series single-cell RNA sequencing to profile brassinosteroid-responsive gene expression specific to different cell types and developmental stages of the Arabidopsis root, we identified the elongating cortex as a site where brassinosteroids trigger a shift from proliferation to elongation associated with increased expression of cell wall-related genes. Our analysis revealed HOMEOBOX FROM ARABIDOPSIS THALIANA 7 (HAT7) and GT-2-LIKE 1 (GTL1) as brassinosteroid-responsive transcription factors that regulate cortex cell elongation. These results establish the cortex as a site of brassinosteroid-mediated growth and unveil a brassinosteroid signaling network regulating the transition from proliferation to elongation, which illuminates aspects of spatiotemporal hormone responses.


Arabidopsis Proteins , Arabidopsis , Brassinosteroids , Cell Differentiation , Cell Division , Gene Expression Regulation, Plant , Gene Regulatory Networks , Plant Growth Regulators , Plant Roots , Arabidopsis/cytology , Arabidopsis/genetics , Arabidopsis/growth & development , Arabidopsis Proteins/metabolism , Brassinosteroids/metabolism , Plant Growth Regulators/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , Plant Roots/cytology , Plant Roots/genetics , Plant Roots/growth & development , Cell Division/genetics , Cell Differentiation/genetics , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism
3.
Development ; 149(6)2022 03 15.
Article En | MEDLINE | ID: mdl-35285482

Understanding the development of tissues, organs and entire organisms through the lens of single-cell genomics has revolutionized developmental biology. Although single-cell transcriptomics has been pioneered in animal systems, from an experimental perspective, plant development holds some distinct advantages: cells do not migrate in relation to one another, and new organ formation (of leaves, roots, flowers, etc.) continues post-embryonically from persistent stem cell populations known as meristems. For a time, plant studies lagged behind animal or cell culture-based, single-cell approaches, largely owing to the difficulty in dissociating plant cells from their rigid cell walls. Recent intensive development of single-cell and single-nucleus isolation techniques across plant species has opened up a wide range of experimental approaches. This has produced a rapidly expanding diversity of information across tissue types and species, concomitant with the creative development of methods. In this brief Spotlight, we highlight some of the technical developments and how they have led to profiling single-cell genomics in various plant organs. We also emphasize the contribution of single-cell genomics in revealing developmental trajectories among different cell types within plant organs. Furthermore, we present efforts toward comparative analysis of tissues and organs at a single-cell level. Single-cell genomics is beginning to generate comprehensive information relating to how plant organs emerge from stem cell populations.


Plant Development , Plants , Animals , Flowers , Gene Expression Regulation, Plant , Genomics/methods , Meristem/genetics , Plant Roots
4.
Dev Cell ; 57(4): 543-560.e9, 2022 02 28.
Article En | MEDLINE | ID: mdl-35134336

In all multicellular organisms, transcriptional networks orchestrate organ development. The Arabidopsis root, with its simple structure and indeterminate growth, is an ideal model for investigating the spatiotemporal transcriptional signatures underlying developmental trajectories. To map gene expression dynamics across root cell types and developmental time, we built a comprehensive, organ-scale atlas at single-cell resolution. In addition to estimating developmental progressions in pseudotime, we employed the mathematical concept of optimal transport to infer developmental trajectories and identify their underlying regulators. To demonstrate the utility of the atlas to interpret new datasets, we profiled mutants for two key transcriptional regulators at single-cell resolution, shortroot and scarecrow. We report transcriptomic and in vivo evidence for tissue trans-differentiation underlying a mixed cell identity phenotype in scarecrow. Our results support the atlas as a rich community resource for unraveling the transcriptional programs that specify and maintain cell identity to regulate spatiotemporal organ development.


Arabidopsis Proteins/metabolism , Arabidopsis/metabolism , Gene Expression Regulation, Plant/genetics , Gene Regulatory Networks/genetics , Plant Roots/genetics , Arabidopsis/genetics , Arabidopsis Proteins/genetics , Gene Expression Regulation, Plant/physiology , Gene Regulatory Networks/physiology , Mutation/genetics , Plant Roots/metabolism , Single-Cell Analysis/methods , Transcription Factors/genetics , Transcription Factors/metabolism , Transcriptome/physiology
5.
Plant J ; 84(4): 647-58, 2015 Nov.
Article En | MEDLINE | ID: mdl-26406904

Biogenesis of chloroplasts involves a series of protein trafficking events. Nuclear-encoded proteins are imported into the organelle, and then trafficked to various chloroplast locations by systems that are directly homologous to bacterial systems. Although the thylakoid-based systems have been studied extensively, much less is known about the systems that reside and function in the inner envelope membrane. One such system, the Sec2 system, is homologous to both the thylakoid-based Sec1 system and bacterial Sec systems, and may mediate both integration and translocation across the inner envelope. At a minimum, this system is expected to include three components, but only two, SCY2 and SECA2, have been identified in Arabidopsis. Bioinformatics and protein modeling were used to identify the protein encoded by At4g38490 as a candidate for the missing component (SECE2). Cellular localization, biochemistry, protein interaction assays in yeast, and co-immunoprecipitation experiments were used to establish that this protein is an integral membrane protein of the inner envelope, and specifically interacts with the SCY2 component in vivo. Sequence analyses indicated that SECE2 proteins are found in a variety of plants, and differ from the thylakoid SECE1 proteins in a stroma-exposed helical domain, which may contribute to their specificity. Finally, a genetic analysis indicated that SECE2 plays an essential role in plant growth and development.


Arabidopsis Proteins/metabolism , Chloroplast Proteins/metabolism , Chloroplasts/metabolism , Membrane Proteins/metabolism , Membrane Transport Proteins/metabolism , Thylakoids/metabolism , Amino Acid Sequence , Arabidopsis/genetics , Arabidopsis/growth & development , Arabidopsis/metabolism , Arabidopsis Proteins/genetics , Chloroplast Proteins/genetics , Chloroplasts/genetics , Immunoblotting , Membrane Proteins/genetics , Membrane Transport Proteins/genetics , Microscopy, Confocal , Molecular Sequence Data , Plants, Genetically Modified , Protein Binding , Protein Transport , SEC Translocation Channels , Sequence Homology, Amino Acid , Thylakoids/genetics , Two-Hybrid System Techniques
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