Capybara: A tool to measure cell identity and fate transitions
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA606516 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| Other | ||||
| SRR11080028.fastq.gz | Fastqsanger.gz | |||
| SRR17262731.fastq.gz | Fastqsanger.gz | |||
| SRR17262733.fastq.gz | Fastqsanger.gz | |||
| SRR17262736.fastq.gz | Fastqsanger.gz |
Items per page: 5 1 - 5 of 12 |
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Project description:Using our Capybara tool to measure cell identity, we profiled induced endoderm progenitors, reprogrammed from fibroblasts (via overexpression of Hnf4a and Foxa1), and cultured long-term, for 12 months.
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Project description:Measuring cell identity in development, disease, and reprogramming is challenging as cell types and states are in continual transition. Here, we present Capybara, a computational tool to classify discrete cell identity and intermediate "hybrid" cell states, supporting a metric to quantify cell fate transition dynamics. We validate hybrid cells using experimental lineage tracing data to demonstrate the multi-lineage potential of these intermediate cell states. We apply Capybara to diagnose shortcomings in several cell engineering protocols, identifying hybrid states in cardiac reprogramming and off-target identities in motor neuron programming, which we alleviate by adding exogenous signaling factors. Further, we establish a putative in vivo correlate for induced endoderm progenitors. Together, these results showcase the utility of Capybara to dissect cell identity and fate transitions, prioritizing interventions to enhance the efficiency and fidelity of stem cell engineering.
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Project description:The embryonic temporal regulator FUSCA3 (FUS3) plays major roles in the establishment of embryonic leaf identity and regulation of developmental timing. Loss-of-function mutations of this B3-domain transcription factor result in replacement of cotyledons with leaves and precocious germination, while constitutive misexpression causes the conversion of leaves into cotyledon-like organs and delays vegetative and reproductive phase transitions. To identify downstream targets of FUS3 involved in vegetative phase transitions, we performed microarray analysis on seedlings that transiently activate FUS3 using the AtML1:FUS3-GR-DEX inducible system. Using this construct, FUS3 is ectopically expressed in the ML1 or epidermal layer and becomes activated upon addition of dexamethasone. We found that activation of FUS3 after germination dampens the expression of genes involved in the biosynthesis and response to the plant hormone ethylene, while a loss-of-function fus3 mutant shows many phenotypes consistent with increased ethylene signaling. This FUS3-dependent regulation of ethylene signaling also impinges on timing functions outside of embryogenesis. Loss of FUS3 function results in accelerated vegetative phase change and this is again partially dependent on functional ethylene action. This alteration in vegetative phase transition is dependent on both embryonic and vegetative FUS3 function, suggesting that this important transcriptional regulator controls both embryonic and vegetative developmental timing. This study indicates that the embryonic regulator FUS3 not only regulates the embryonic-to-vegetative phase transition through hormonal regulation, but also functions postembryonically to modulate vegetative phase transitions by negatively regulating ethylene action.
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Project description:Early mammalian development entails a series of cell fate transitions that includes transit through naïve pluripotency to post-implantation epiblast. This can subsequently give rise to primordial germ cells (PGC), the founding population of the germline lineage. To investigate the gene regulatory networks that control these critical cell fate decisions, we developed a compound-reporter system to track cellular identity in a model of PGC specification (PGC-like cells; PGCLC), and coupled it with unbiased genome-wide CRISPR screening. This enabled identification of key genes both for exit from pluripotency and for acquisition of PGC fate, with further characterisation revealing a central role for the transcription regulators Nr5a2 and Zfp296 in germline ontogeny. Abrogation of these genes results in significantly impaired PGCLC development accompanied with widespread activation (Nr5a2-/-) or inhibition (Zfp296-/-) of WNT pathway components. This leads to aberrant upregulation of the somatic programme or failure to appropriately activate germline genes in PGCLC, respectively, and consequently loss of germ cell identity. Overall our study places Zfp296 and Nr5a2 as key components of an expanded PGC gene regulatory network, and outlines a transferable strategy for identifying critical regulators of complex cell fate transitions.
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Project description:Acquisition of specific cell shapes and morphologies is a central component of cell fate transitions. Although the signaling circuits and gene regulatory networks regulating pluripotent stem cell differentiation have been intensely studied, how these networks are integrated in space and time with morphological transitions and mechanical deformations that occur during state transitions remains a fundamental open question. Here, we discover that stem cell fate transitions are gated by two critical signals - nuclear envelope fluctuations and osmotic stress - that emanate from growth factor signaling-controlled changes in nuclear volume and nucleoplasm viscosity/density to subsequently trigger changes in nuclear architecture and transcription. We observe that fate transitions in the early human embryo and in an in vitro model of exit from pluripotency are associated with rapid changes in nuclear volume and nuclear envelope mechanics. These changes alter nuclear mechanosensitivity and trigger changes in nucleoplasmic viscosity and nuclear condensates to prime chromatin for a cell fate transition. However, while this mechanical priming accelerates fate transitions, sustained biochemical signals are required for efficient induction of differentiation. Our findings establish a critical mechanochemical feedback mechanism that integrates nuclear mechanics, shape and volume with biochemical signaling and chromatin state to control cell fate transition dynamics.
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Project description:During cerebral development, a variety of neurons are sequentially generated by self-renewing progenitor cells, apical progenitors (APs). A temporal change in AP identity is thought to produce a diversity of progeny neurons, while underlying mechanisms are largely unknown. Here we performed single cell genome-wide transcriptome profiling of APs at different neurogenic stages, and identified a set of genes that are temporally expressed in APs in a manner independent of differentiation state. Surprisingly, the temporal pattern of such AP gene expression was not affected by arresting cell cycling. Consistently, a transient cell cycle arrest of APs in vivo did not prevent descendant neurons to acquire their correct laminar fates. in vitro cell culture of APs revealed that transitions in AP gene expression involved in both cell-autonomous and non-autonomous mechanisms. These results suggest that timers controlling AP temporal identity run independently of cell cycle progression and Notch activation mode.
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Project description:Acquisition of specific cell shapes and morphologies is a central component of cell fate transitions. Although the signaling circuits and gene regulatory networks regulating pluripotent stem cell differentiation have been intensely studied, how these networks are integrated in space and time with morphological transitions and mechanical deformations that occur during state transitions remains a fundamental open question. Here, we discover that stem cell fate transitions are gated by two critical signals - nuclear envelope fluctuations and osmotic stress - that emanate from growth factor signaling-controlled changes in nuclear volume and nucleoplasm viscosity/density to subsequently trigger changes in nuclear architecture and transcription. We observe that fate transitions in the early human embryo and in an in vitro pluripotency exit model are guided by rapid changes in nuclear volume and nuclear envelope mechanics. These changes alter nuclear mechanosensitivity and trigger changes in nucleoplasmic viscosity and nuclear condensates that together prime chromatin for a cell fate transition. However, while this mechanical priming accelerates fate transitions, sustained biochemical signals are required for robust induction of differentiation. Our findings uncover a critical mechanochemical feedback mechanism that integrates nuclear mechanics, shape and volume with biochemical signaling and chromatin state to control cell fate transition dynamics.
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