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1.
Mol Cell ; 82(2): 241-247, 2022 01 20.
Artigo em Inglês | MEDLINE | ID: mdl-35063094

RESUMO

Quantitative optical microscopy-an emerging, transformative approach to single-cell biology-has seen dramatic methodological advancements over the past few years. However, its impact has been hampered by challenges in the areas of data generation, management, and analysis. Here we outline these technical and cultural challenges and provide our perspective on the trajectory of this field, ushering in a new era of quantitative, data-driven microscopy. We also contrast it to the three decades of enormous advances in the field of genomics that have significantly enhanced the reproducibility and wider adoption of a plethora of genomic approaches.


Assuntos
Genômica/tendências , Microscopia/tendências , Imagem Óptica/tendências , Análise de Célula Única/tendências , Animais , Difusão de Inovações , Genômica/história , Ensaios de Triagem em Larga Escala/tendências , História do Século XX , História do Século XXI , Humanos , Microscopia/história , Imagem Óptica/história , Reprodutibilidade dos Testes , Projetos de Pesquisa/tendências , Análise de Célula Única/história
2.
Biophys J ; 122(18): 3560-3569, 2023 09 19.
Artigo em Inglês | MEDLINE | ID: mdl-37050874

RESUMO

Cell science has made significant progress by focusing on understanding individual cellular processes through reductionist approaches. However, the sheer volume of knowledge collected presents challenges in integrating this information across different scales of space and time to comprehend cellular behaviors, as well as making the data and methods more accessible for the community to tackle complex biological questions. This perspective proposes the creation of next-generation virtual cells, which are dynamic 3D models that integrate information from diverse sources, including simulations, biophysical models, image-based models, and evidence-based knowledge graphs. These virtual cells would provide statistically accurate and holistic views of real cells, bridging the gap between theoretical concepts and experimental data, and facilitating productive new collaborations among researchers across related fields.

3.
Methods ; 96: 3-5, 2016 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-26361333

RESUMO

New microscopic approaches, high-throughput imaging, and gene editing promise major new insights into cellular behaviors. When coupled with genomic and other 'omic information and "mined" for correlations and associations, a new breed of powerful and useful cellular models should emerge. These top down, coarse-grained, and statistical models, in turn, can be used to form hypotheses merging with fine-grained, bottom up mechanistic studies and models that are the back bone of cell biology. The goal of the Allen Institute for Cell Science is to develop the top down approach by developing a high throughput microscopy pipeline that is integrated with modeling, using gene edited hiPS cell lines in various physiological and pathological contexts. The output of these experiments and models will be an "animated" cell, capable of integrating and analyzing image data generated from experiments and models.


Assuntos
Biologia Celular/tendências , Microscopia/métodos , Imagem Molecular/métodos , Análise de Célula Única/métodos , Genômica/instrumentação , Genômica/métodos , Ensaios de Triagem em Larga Escala , Humanos , Células-Tronco Pluripotentes Induzidas/citologia , Células-Tronco Pluripotentes Induzidas/metabolismo , Microscopia/instrumentação , Imagem Molecular/instrumentação , Análise de Célula Única/instrumentação
4.
Science ; 381(6657): 488, 2023 08 04.
Artigo em Inglês | MEDLINE | ID: mdl-37535733

RESUMO

A developmental biologist urges a return to cell-centric models of life.

5.
Biophys J ; 110(5): 993-6, 2016 Mar 08.
Artigo em Inglês | MEDLINE | ID: mdl-26958871
6.
PLoS One ; 12(1): e0170464, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28114311

RESUMO

Small RhoGTPases regulate changes in post-synaptic spine morphology and density that support learning and memory. They are also major targets of synaptic disorders, including Autism. Here we sought to determine whether upstream RhoGTPase regulators, including GEFs, GAPs, and GDIs, sculpt specific stages of synaptic development. The majority of examined molecules uniquely regulate either early spine precursor formation or later maturation. Specifically, an activator of actin polymerization, the Rac1 GEF ß-PIX, drives spine precursor formation, whereas both FRABIN, a Cdc42 GEF, and OLIGOPHRENIN-1, a RhoA GAP, regulate spine precursor elongation. However, in later development, a novel Rac1 GAP, ARHGAP23, and RhoGDIs inactivate actomyosin dynamics to stabilize mature synapses. Our observations demonstrate that specific combinations of RhoGTPase regulatory proteins temporally balance RhoGTPase activity during post-synaptic spine development.


Assuntos
Sinapses/enzimologia , Proteína rhoA de Ligação ao GTP/metabolismo , Animais , Células Cultivadas , Hipocampo/citologia , Hipocampo/enzimologia , Ratos
7.
Mol Biol Cell ; 28(21): 2854-2874, 2017 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-28814507

RESUMO

We present a CRISPR/Cas9 genome-editing strategy to systematically tag endogenous proteins with fluorescent tags in human induced pluripotent stem cells (hiPSC). To date, we have generated multiple hiPSC lines with monoallelic green fluorescent protein tags labeling 10 proteins representing major cellular structures. The tagged proteins include alpha tubulin, beta actin, desmoplakin, fibrillarin, nuclear lamin B1, nonmuscle myosin heavy chain IIB, paxillin, Sec61 beta, tight junction protein ZO1, and Tom20. Our genome-editing methodology using Cas9/crRNA ribonuclear protein and donor plasmid coelectroporation, followed by fluorescence-based enrichment of edited cells, typically resulted in <0.1-4% homology-directed repair (HDR). Twenty-five percent of clones generated from each edited population were precisely edited. Furthermore, 92% (36/39) of expanded clonal lines displayed robust morphology, genomic stability, expression and localization of the tagged protein to the appropriate subcellular structure, pluripotency-marker expression, and multilineage differentiation. It is our conclusion that, if cell lines are confirmed to harbor an appropriate gene edit, pluripotency, differentiation potential, and genomic stability are typically maintained during the clonal line-generation process. The data described here reveal general trends that emerged from this systematic gene-tagging approach. Final clonal lines corresponding to each of the 10 cellular structures are now available to the research community.


Assuntos
Imunofluorescência/métodos , Edição de Genes/métodos , Células-Tronco Pluripotentes Induzidas/fisiologia , Células-Tronco/fisiologia , Sistemas CRISPR-Cas , Linhagem Celular , Marcação de Genes/métodos , Proteínas de Fluorescência Verde/metabolismo , Humanos , Células-Tronco Pluripotentes Induzidas/citologia , Células-Tronco Pluripotentes Induzidas/metabolismo , Células-Tronco/citologia , Células-Tronco/metabolismo
8.
Trends Cell Biol ; 26(11): 796-798, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27637343

RESUMO

The cell is complex. With its multitude of components, spatial-temporal character, and gene expression diversity, it is challenging to comprehend the cell as an integrated system and to develop models that predict its behaviors. I suggest an approach to address this issue, involving system level data analysis, large scale team science, and philanthropy.


Assuntos
Biologia Celular , Estudos Interdisciplinares , Humanos , Pesquisa
10.
Dis Model Mech ; 8(12): 1495-515, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26542704

RESUMO

The actin motor protein non-muscle myosin II (NMII) acts as a master regulator of cell morphology, with a role in several essential cellular processes, including cell migration and post-synaptic dendritic spine plasticity in neurons. NMII also generates forces that alter biochemical signaling, by driving changes in interactions between actin-associated proteins that can ultimately regulate gene transcription. In addition to its roles in normal cellular physiology, NMII has recently emerged as a critical regulator of diverse, genetically complex diseases, including neuronal disorders, cancers and vascular disease. In the context of these disorders, NMII regulatory pathways can be directly mutated or indirectly altered by disease-causing mutations. NMII regulatory pathway genes are also increasingly found in disease-associated copy-number variants, particularly in neuronal disorders such as autism and schizophrenia. Furthermore, manipulation of NMII-mediated contractility regulates stem cell pluripotency and differentiation, thus highlighting the key role of NMII-based pharmaceuticals in the clinical success of stem cell therapies. In this Review, we discuss the emerging role of NMII activity and its regulation by kinases and microRNAs in the pathogenesis and prognosis of a diverse range of diseases, including neuronal disorders, cancer and vascular disease. We also address promising clinical applications and limitations of NMII-based inhibitors in the treatment of these diseases and the development of stem-cell-based therapies.


Assuntos
Doença , Miosina Tipo II/metabolismo , Animais , Terapia Baseada em Transplante de Células e Tecidos , Humanos , Terapia de Alvo Molecular , Miosina Tipo II/química
11.
Trends Cell Biol ; 25(2): 55-8, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25484346

RESUMO

Cell migration research has recently become both a high content and a high throughput field thanks to technological, computational, and methodological advances. Simultaneously, however, urgent bioinformatics needs regarding data management, standardization, and dissemination have emerged. To address these concerns, we propose to establish an open data ecosystem for cell migration research.


Assuntos
Movimento Celular , Biologia Computacional/normas , Disseminação de Informação , Projetos de Pesquisa/normas , Sistemas de Gerenciamento de Base de Dados , Metanálise como Assunto
14.
PLoS One ; 7(4): e34461, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22496808

RESUMO

Talin is a large (∼2540 residues) dimeric adaptor protein that associates with the integrin family of cell adhesion molecules in cell-extracellular matrix junctions (focal adhesions; FAs), where it both activates integrins and couples them to the actin cytoskeleton. Calpain2-mediated cleavage of talin between the head and rod domains has previously been shown to be important in FA turnover. Here we identify an additional calpain2-cleavage site that removes the dimerisation domain from the C-terminus of the talin rod, and show that an E2492G mutation inhibits calpain cleavage at this site in vitro, and increases the steady state levels of talin1 in vivo. Expression of a GFP-tagged talin1 E2492G mutant in CHO.K1 cells inhibited FA turnover and the persistence of cell protrusion just as effectively as a L432G mutation that inhibits calpain cleavage between the talin head and rod domains. Moreover, incorporation of both mutations into a single talin molecule had an additive effect clearly demonstrating that calpain cleavage at both the N- and C-terminal regions of talin contribute to the regulation of FA dynamics. However, the N-terminal site was more sensitive to calpain cleavage suggesting that lower levels of calpain are required to liberate the talin head and rod fragments than are needed to clip off the C-terminal dimerisation domain. The talin head and rod liberated by calpain2 cleavage have recently been shown to play roles in an integrin activation cycle important in FA turnover and in FAK-dependent cell cycle progression respectively. The half-life of the talin head is tightly regulated by ubiquitination and we suggest that removal of the C-terminal dimerisation domain from the talin rod may provide a mechanism both for terminating the signalling function of the talin rod and indeed for inactivating full-length talin thereby promoting FA turnover at the rear of the cell.


Assuntos
Calpaína/metabolismo , Comunicação Celular , Adesões Focais/fisiologia , Talina/metabolismo , Actinas/metabolismo , Sequência de Aminoácidos , Sítios de Ligação , Calpaína/genética , Células Cultivadas , Citocinese , Citoesqueleto/metabolismo , Humanos , Integrinas/metabolismo , Espectroscopia de Ressonância Magnética , Modelos Moleculares , Dados de Sequência Molecular , Conformação Proteica , Estrutura Terciária de Proteína , Talina/química , Talina/genética
15.
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