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2,904
result(s) for
"Developmental transcriptomics"
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A high-resolution model of gene expression during Gossypium hirsutum (cotton) fiber development
by
Miller, Emma R.
,
Arick, Mark A.
,
Swaminathan, Sivakumar
in
Analysis
,
Animal Genetics and Genomics
,
Biological activity
2025
Background
Cotton fiber development relies on complex and intricate biological processes to transform newly differentiated fiber initials into the mature, extravagantly elongated cellulosic cells that are the foundation of this economically important cash crop. Here we extend previous research into cotton fiber development by employing controlled conditions to minimize variability and utilizing time-series sampling and analyses to capture daily transcriptomic changes from early elongation through the early stages of secondary wall synthesis (6 to 24 days post anthesis; DPA).
Results
A majority of genes are expressed in fiber, largely partitioned into two major coexpression modules that represent genes whose expression generally increases or decreases during development. Differential gene expression reveals a massive transcriptomic shift between 16 and 17 DPA, corresponding to the onset of the transition phase that leads to secondary wall synthesis. Subtle gene expression changes are captured by the daily sampling, which are discussed in the context of fiber development. Coexpression and gene regulatory networks are constructed and associated with phenotypic aspects of fiber development, including turgor and cellulose production. Key genes are considered in the broader context of plant secondary wall synthesis, noting their known and putative roles in cotton fiber development.
Conclusions
The analyses presented here highlight the importance of fine-scale temporal sampling on understanding developmental processes and offer insight into genes and regulatory networks that may be important in conferring the unique fiber phenotype.
Journal Article
Comparative transcriptome analysis of emerging young and mature leaves of Bienertia sinuspersici, a single-cell C4 plant
2025
Efficient carbon capture by plants is crucial to meet the increasing demands for food, fiber, feed, and fuel worldwide. One potential strategy to improve the photosynthetic performance of plants is the conversion of C
-type crops to C
-type crops, enabling them to perform photosynthesis at higher temperatures and with less water. C
-type crops, such as corn, possess a distinct Kranz anatomy, where photosynthesis occurs in two distinct cell types. Remarkably,
is one of the four known land plant species that perform C
photosynthesis within a single cell. This unique single-cell C
(SCC
) anatomy is characterized by dimorphic chloroplasts and corresponding intracellular biochemistry. Because young, emergent
leaves first exhibit C
anatomy and then differentiate into the C
anatomy as the leaves mature,
represents an excellent system to explore the basis for a C
to C
transition.
To gain insight into the genes and pathways associated with the C
to C
transition between emerging young and mature
leaves, a comparative transcriptome analysis was conducted in which global gene expression and gene ontologies were compared between the two stages.
In the emergent leaf, differentially expressed genes and enrichment of ontologies associated with the cell cycle and cytoskeletal dynamics were observed, while the mature leaf displayed enrichment of processes associated with photosynthesis and cellular energetics. Additionally, numerous transcription factors (TFs) associated with metabolic homeostasis, hormone and stress signaling, and developmental regulation were expressed throughout development, with unique TF expression profiles at each stage. These data expand our insights into the molecular basis of Binertia's unique cellular compartmentalization, chloroplast dimorphism, and single-cell C4 biochemistry and provide information that will be useful in the ongoing efforts to transform C
-type crops into C
type.
Journal Article
Mapping the CgrA regulon of Rhodospirillum centenum reveals a hierarchal network controlling Gram-negative cyst development
by
Roychowdhury, Sugata
,
Bauer, Carl E.
,
Dong, Qian
in
Analysis
,
Animal Genetics and Genomics
,
Bacterial Proteins - genetics
2015
Background
Several Gram-negative species undergo development leading to the formation of metabolically dormant desiccation resistant cysts. Recent analysis of cyst development has revealed that ~20 % of the
Rhodospirillum centenum
transcriptome undergo temporal changes in expression as cells transition from vegetative to cyst forms. It has also been established that one trigger for cyst formation is the synthesis of the signaling nucleotide 3‘, 5‘- cyclic guanosine monophosphate (cGMP) that is sensed by a homolog of the catabolite repressor protein called CgrA. CgrA in the presence of cGMP initiate a cascade of gene expression leading to the development of cysts.
Results
In this study, we have used RNA-seq and chromatin immunoprecipitation (ChIP-Seq) techniques to define the CgrA-cGMP regulon. Our results indicate that disruption of CgrA leads to altered expression of 258 genes, 131 of which have been previously reported to be involved in cyst development. ChIP-seq analysis combined with transcriptome data also demonstrates that CgrA directly regulates the expression of numerous sigma factors and transcription factors several of which are known to be involved in cyst cell development.
Conclusions
This analysis reveals the presence of CgrA binding sites upstream of many developmentally regulated genes including many transcription factors and signal transduction components. CgrA thus functions as master controller of the cyst development by initiating a hierarchal cascade of downstream transcription factors that induces temporal expression of encystment genes.
Journal Article
Natural quorum sensing inhibitors effectively downregulate gene expression of Pseudomonas aeruginosa virulence factors
by
Smyth, Thomas J.
,
Rudden, Michelle
,
Marchant, Roger
in
Adjuvants
,
Analysis
,
antibacterial properties
2019
At present, anti-virulence drugs are being considered as potential therapeutic alternatives and/or adjuvants to currently failing antibiotics. These drugs do not kill bacteria but inhibit virulence factors essential for establishing infection and pathogenesis through targeting non-essential metabolic pathways reducing the selective pressure to develop resistance. We investigated the effect of naturally isolated plant compounds on the repression of the quorum sensing (QS) system which is linked to virulence/pathogenicity in
Pseudomonas aeruginosa
. Our results show that
trans
-cinnamaldehyde (CA) and salicylic acid (SA) significantly inhibit expression of QS regulatory and virulence genes in
P. aeruginosa
PAO1 at sub-inhibitory levels without any bactericidal effect. CA effectively downregulated both the
las
and
rhl
QS systems with
lasI
and
lasR
levels inhibited by 13- and 7-fold respectively compared to 3- and 2-fold reductions with SA treatment, during the stationary growth phase. The QS inhibitors (QSI) also reduced the production of extracellular virulence factors with CA reducing protease, elastase and pyocyanin by 65%, 22% and 32%, respectively. The QSIs significantly reduced biofilm formation and concomitantly with repressed rhamnolipid gene expression, only trace amount of extracellular rhamnolipids were detected. The QSIs did not completely inhibit virulence factor expression and production but their administration significantly lowered the virulence phenotypes at both the transcriptional and extracellular levels. This study shows the significant inhibitory effect of natural plant-derived compounds on the repression of QS systems in
P. aeruginosa
.
Journal Article
Single-cell brain organoid screening identifies developmental defects in autism
2023
The development of the human brain involves unique processes (not observed in many other species) that can contribute to neurodevelopmental disorders
1
–
4
. Cerebral organoids enable the study of neurodevelopmental disorders in a human context. We have developed the CRISPR–human organoids–single-cell RNA sequencing (CHOOSE) system, which uses verified pairs of guide RNAs, inducible CRISPR–Cas9-based genetic disruption and single-cell transcriptomics for pooled loss-of-function screening in mosaic organoids. Here we show that perturbation of 36 high-risk autism spectrum disorder genes related to transcriptional regulation uncovers their effects on cell fate determination. We find that dorsal intermediate progenitors, ventral progenitors and upper-layer excitatory neurons are among the most vulnerable cell types. We construct a developmental gene regulatory network of cerebral organoids from single-cell transcriptomes and chromatin modalities and identify autism spectrum disorder-associated and perturbation-enriched regulatory modules. Perturbing members of the BRG1/BRM-associated factor (BAF) chromatin remodelling complex leads to enrichment of ventral telencephalon progenitors. Specifically, mutating the BAF subunit
ARID1B
affects the fate transition of progenitors to oligodendrocyte and interneuron precursor cells, a phenotype that we confirmed in patient-specific induced pluripotent stem cell-derived organoids. Our study paves the way for high-throughput phenotypic characterization of disease susceptibility genes in organoid models with cell state, molecular pathway and gene regulatory network readouts.
We develop a high-throughput CRISPR screening system in cerebral organoids and identify vulnerable cell types and gene regulatory networks associated with autism spectrum disorder from single-cell transcriptomes and chromatin modalities.
Journal Article
An in vitro model of early anteroposterior organization during human development
2020
The body plan of the mammalian embryo is shaped through the process of gastrulation, an early developmental event that transforms an isotropic group of cells into an ensemble of tissues that is ordered with reference to three orthogonal axes
1
. Although model organisms have provided much insight into this process, we know very little about gastrulation in humans, owing to the difficulty of obtaining embryos at such early stages of development and the ethical and technical restrictions that limit the feasibility of observing gastrulation ex vivo
2
. Here we show that human embryonic stem cells can be used to generate gastruloids—three-dimensional multicellular aggregates that differentiate to form derivatives of the three germ layers organized spatiotemporally, without additional extra-embryonic tissues. Human gastruloids undergo elongation along an anteroposterior axis, and we use spatial transcriptomics to show that they exhibit patterned gene expression. This includes a signature of somitogenesis that suggests that 72-h human gastruloids show some features of Carnegie-stage-9 embryos
3
. Our study represents an experimentally tractable model system to reveal and examine human-specific regulatory processes that occur during axial organization in early development.
Human gastruloids—three-dimensional aggregates derived from human embryonic stem cells—show features of human embryos at around 19–21 days, and provide a model for the study of early human development.
Journal Article
Mechanisms of lncRNA biogenesis as revealed by nascent transcriptomics
2022
Mammalian genomes express two principal gene categories through RNA polymerase II-mediated transcription: protein-coding transcription units and non-coding RNA transcription units. Non-coding RNAs are further divided into relatively abundant structural RNAs, such as small nuclear RNAs, and into a myriad of long non-coding RNAs (lncRNAs) of often low abundance and low stability. Although at least some lncRNA synthesis may reflect transcriptional ‘noise’, recent studies define unique functions for either specific lncRNAs or for the process of lncRNA synthesis. Notably, the transcription, processing and metabolism of lncRNAs are regulated differently from protein-coding genes. In this Review, we provide insight into the regulation of lncRNA transcription and processing gleaned from the application of recently devised nascent transcriptomics technology. We first compare and contrast different methodologies for studying nascent transcription. We then discuss the molecular mechanisms regulating lncRNA transcription, especially transcription initiation and termination, which emphasize fundamental differences in their expression as compared with protein-coding genes. When perturbed, lncRNA misregulation leads to genomic stress such as transcription–replication conflict and R-loop-mediated DNA damage. We discuss many unresolved but important questions about the synthesis and potential functions of lncRNAs.Mammalian RNA polymerase II transcribes protein-coding genes and non-coding transcription units, including long non-coding RNAs (lncRNAs). Studies applying recently developed nascent transcriptomics technology have revealed differences in transcription initiation and termination between lncRNAs and protein-coding genes, bearing relevance to genomic stress and DNA damage.
Journal Article
Blastocyst-like structures generated from human pluripotent stem cells
2021
Limited access to embryos has hampered the study of human embryogenesis and disorders that occur during early pregnancy. Human pluripotent stem cells provide an alternative means to study human development in a dish
1
–
7
. Recent advances in partial embryo models derived from human pluripotent stem cells have enabled human development to be examined at early post-implantation stages
8
–
14
. However, models of the pre-implantation human blastocyst are lacking. Starting from naive human pluripotent stem cells, here we developed an effective three-dimensional culture strategy with successive lineage differentiation and self-organization to generate blastocyst-like structures in vitro. These structures—which we term ‘human blastoids’—resemble human blastocysts in terms of their morphology, size, cell number, and composition and allocation of different cell lineages. Single-cell RNA-sequencing analyses also reveal the transcriptomic similarity of blastoids to blastocysts. Human blastoids are amenable to embryonic and extra-embryonic stem cell derivation and can further develop into peri-implantation embryo-like structures in vitro. Using chemical perturbations, we show that specific isozymes of protein kinase C have a critical function in the formation of the blastoid cavity. Human blastoids provide a readily accessible, scalable, versatile and perturbable alternative to blastocysts for studying early human development, understanding early pregnancy loss and gaining insights into early developmental defects.
An in vitro culture strategy enables the generation of blastocyst-like structures termed human blastoids from naive human pluripotent stem cells, providing a model for studying human embryogenesis.
Journal Article