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2.
J Exp Med ; 220(12)2023 12 04.
Artigo em Inglês | MEDLINE | ID: mdl-37728563

RESUMO

Transplantation of retinal pigment epithelial (RPE) cells holds great promise for patients with retinal degenerative diseases, such as age-related macular degeneration. In-depth characterization of RPE cell product identity and critical quality attributes are needed to enhance efficacy and safety of replacement therapy strategies. Here, we characterized an adult RPE stem cell-derived (RPESC-RPE) cell product using bulk and single-cell RNA sequencing (scRNA-seq), assessing functional cell integration in vitro into a mature RPE monolayer and in vivo efficacy by vision rescue in the Royal College of Surgeons rats. scRNA-seq revealed several distinct subpopulations in the RPESC-RPE product, some with progenitor markers. We identified RPE clusters expressing genes associated with in vivo efficacy and increased cell integration capability. Gene expression analysis revealed lncRNA (TREX) as a predictive marker of in vivo efficacy. TREX knockdown decreased cell integration while overexpression increased integration in vitro and improved vision rescue in the RCS rats.


Assuntos
Perfilação da Expressão Gênica , Neurônios , Animais , Ratos , Biomarcadores , Células Epiteliais , Pigmentos da Retina
3.
bioRxiv ; 2023 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-37745502

RESUMO

The leptomeninges envelop the central nervous system (CNS) and contribute to cerebrospinal fluid (CSF) production and homeostasis. We analyzed the meninges overlying the anterior or posterior forebrain in the adult mouse by single nuclear RNA-sequencing (snucRNA-seq). This revealed regional differences in fibroblast and endothelial cell composition and gene expression. Surprisingly, these non-neuronal cells co-expressed genes implicated in neural functions. The regional differences changed with aging, from 3 to 18 months. Cytokine analysis revealed specific soluble factor production from anterior vs posterior meninges that also altered with age. Secreted factors from the leptomeninges from different regions and ages differentially impacted the survival of anterior or posterior cortical neuronal subsets, neuron morphology, and glia proliferation. These findings suggest that meningeal dysfunction in different brain regions could contribute to specific neural pathologies. The disease-associations of meningeal cell genes differentially expressed with region and age were significantly enriched for mental and substance abuse disorders.

4.
Nat Commun ; 14(1): 1694, 2023 03 27.
Artigo em Inglês | MEDLINE | ID: mdl-36973285

RESUMO

N6-methyladenosine (m6A), one of the most prevalent mRNA modifications in eukaryotes, plays a critical role in modulating both biological and pathological processes. However, it is unknown whether mutant p53 neomorphic oncogenic functions exploit dysregulation of m6A epitranscriptomic networks. Here, we investigate Li-Fraumeni syndrome (LFS)-associated neoplastic transformation driven by mutant p53 in iPSC-derived astrocytes, the cell-of-origin of gliomas. We find that mutant p53 but not wild-type (WT) p53 physically interacts with SVIL to recruit the H3K4me3 methyltransferase MLL1 to activate the expression of m6A reader YTHDF2, culminating in an oncogenic phenotype. Aberrant YTHDF2 upregulation markedly hampers expression of multiple m6A-marked tumor-suppressing transcripts, including CDKN2B and SPOCK2, and induces oncogenic reprogramming. Mutant p53 neoplastic behaviors are significantly impaired by genetic depletion of YTHDF2 or by pharmacological inhibition using MLL1 complex inhibitors. Our study reveals how mutant p53 hijacks epigenetic and epitranscriptomic machinery to initiate gliomagenesis and suggests potential treatment strategies for LFS gliomas.


Assuntos
Glioma , Síndrome de Li-Fraumeni , Humanos , Proteína Supressora de Tumor p53/genética , Proteína Supressora de Tumor p53/metabolismo , Síndrome de Li-Fraumeni/genética , Transformação Celular Neoplásica/genética , Glioma/genética , Proteoglicanas/metabolismo
5.
Development ; 148(15)2021 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-34345913

RESUMO

STAU2 is a double-stranded RNA-binding protein enriched in the nervous system. During asymmetric divisions in the developing mouse cortex, STAU2 preferentially distributes into the intermediate progenitor cell (IPC), delivering RNA molecules that can impact IPC behavior. Corticogenesis occurs on a precise time schedule, raising the hypothesis that the cargo STAU2 delivers into IPCs changes over time. To test this, we combine RNA-immunoprecipitation with sequencing (RIP-seq) over four stages of mouse cortical development, generating a comprehensive cargo profile for STAU2. A subset of the cargo was 'stable', present at all stages, and involved in chromosome organization, macromolecule localization, translation and DNA repair. Another subset was 'dynamic', changing with cortical stage, and involved in neurogenesis, cell projection organization, neurite outgrowth, and included cortical layer markers. Notably, the dynamic STAU2 cargo included determinants of IPC versus neuronal fates and genes contributing to abnormal corticogenesis. Knockdown of one STAU2 target, Taf13, previously linked to microcephaly and impaired myelination, reduced oligodendrogenesis in vitro. We conclude that STAU2 contributes to the timing of corticogenesis by binding and delivering complex and temporally regulated RNA cargo into IPCs.


Assuntos
Córtex Cerebral/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Proteínas de Ligação a RNA/metabolismo , RNA/metabolismo , Células-Tronco/metabolismo , Animais , Células Cultivadas , Reparo do DNA/fisiologia , Feminino , Imunoprecipitação/métodos , Masculino , Camundongos , Neurogênese/fisiologia , Neurônios/metabolismo , Gravidez
6.
Cell ; 184(17): 4547-4563.e17, 2021 08 19.
Artigo em Inglês | MEDLINE | ID: mdl-34314701

RESUMO

Frontotemporal dementia (FTD) because of MAPT mutation causes pathological accumulation of tau and glutamatergic cortical neuronal death by unknown mechanisms. We used human induced pluripotent stem cell (iPSC)-derived cerebral organoids expressing tau-V337M and isogenic corrected controls to discover early alterations because of the mutation that precede neurodegeneration. At 2 months, mutant organoids show upregulated expression of MAPT, glutamatergic signaling pathways, and regulators, including the RNA-binding protein ELAVL4, and increased stress granules. Over the following 4 months, mutant organoids accumulate splicing changes, disruption of autophagy function, and build-up of tau and P-tau-S396. By 6 months, tau-V337M organoids show specific loss of glutamatergic neurons as seen in individuals with FTD. Mutant neurons are susceptible to glutamate toxicity, which can be rescued pharmacologically by the PIKFYVE kinase inhibitor apilimod. Our results demonstrate a sequence of events that precede neurodegeneration, revealing molecular pathways associated with glutamate signaling as potential targets for therapeutic intervention in FTD.


Assuntos
Cérebro/patologia , Proteína Semelhante a ELAV 4/genética , Ácido Glutâmico/metabolismo , Mutação/genética , Neurônios/patologia , Organoides/metabolismo , Splicing de RNA/genética , Proteínas tau/genética , Autofagia/efeitos dos fármacos , Autofagia/genética , Biomarcadores/metabolismo , Padronização Corporal/efeitos dos fármacos , Padronização Corporal/genética , Morte Celular/efeitos dos fármacos , Linhagem Celular , Humanos , Hidrazonas/farmacologia , Lisossomos/efeitos dos fármacos , Lisossomos/metabolismo , Morfolinas/farmacologia , Neurônios/efeitos dos fármacos , Neurônios/metabolismo , Organoides/efeitos dos fármacos , Organoides/ultraestrutura , Fosforilação/efeitos dos fármacos , Pirimidinas/farmacologia , Splicing de RNA/efeitos dos fármacos , Transdução de Sinais/efeitos dos fármacos , Grânulos de Estresse/efeitos dos fármacos , Grânulos de Estresse/metabolismo , Sinapses/metabolismo , Regulação para Cima/efeitos dos fármacos , Regulação para Cima/genética
7.
Glia ; 69(9): 2215-2234, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34019306

RESUMO

Schwann cell (SC) grafts promote axon regeneration in the injured spinal cord, but transplant efficacy is diminished by a high death rate in the first 2-3 days postimplantation. Both hypoxic preconditioning and pharmacological induction of the cellular hypoxic response can drive cellular adaptations and improve transplant survival in a number of disease/injury models. Hypoxia-inducible factor 1 alpha (HIF-1α), a regulator of the cellular response to hypoxia, is implicated in preconditioning-associated protection. HIF-1α cellular levels are regulated by the HIF-prolyl hydroxylases (HIF-PHDs). Pharmacological inhibition of the HIF-PHDs mimics hypoxic preconditioning and provides a method to induce adaptive hypoxic responses without direct exposure to hypoxia. In this study, we show that hypoxia-mimetics, deferoxamine (DFO) and adaptaquin (AQ), enhance HIF-1α stability and HIF-1α target gene expression. Expression profiling of hypoxia-related genes demonstrates that HIF-dependent and HIF-independent expression changes occur. Analyses of transcription factor binding sites identify several candidate transcriptional co-regulators that vary in SCs along with HIF-1α. Using an in vitro model system, we show that hypoxia-mimetics are potent blockers of oxidative stress-induced death in SCs. In contrast, traditional hypoxic preconditioning was not protective. The robust protection induced by pharmacological preconditioning, particularly with DFO, indicates that pharmacological induction of hypoxic adaptations could be useful for promoting transplanted SC survival. These agents may also be more broadly useful for protecting SCs, as oxidative stress is a major pathway that drives cellular damage in the context of neurological injury and disease, including demyelinating diseases and peripheral neuropathies.


Assuntos
Doenças do Sistema Nervoso Periférico , Animais , Axônios/metabolismo , Morte Celular , Hipóxia Celular , Subunidade alfa do Fator 1 Induzível por Hipóxia/metabolismo , Regeneração Nervosa , Estresse Oxidativo , Doenças do Sistema Nervoso Periférico/metabolismo , Ratos , Células de Schwann/metabolismo
8.
Stem Cell Reports ; 14(4): 631-647, 2020 04 14.
Artigo em Inglês | MEDLINE | ID: mdl-32243845

RESUMO

Epithelial to mesenchymal transition (EMT) is a biological process involved in tissue morphogenesis and disease that causes dramatic changes in cell morphology, migration, proliferation, and gene expression. The retinal pigment epithelium (RPE), which supports the neural retina, can undergo EMT, producing fibrous epiretinal membranes (ERMs) associated with vision-impairing clinical conditions, such as macular pucker and proliferative vitreoretinopathy (PVR). We found that co-treatment with TGF-ß and TNF-α (TNT) accelerates EMT in adult human RPE stem cell-derived RPE cell cultures. We captured the global epigenomic and transcriptional changes elicited by TNT treatment of RPE and identified putative active enhancers associated with actively transcribed genes, including a set of upregulated transcription factors that are candidate regulators. We found that the vitamin B derivative nicotinamide downregulates these key transcriptional changes, and inhibits and partially reverses RPE EMT, revealing potential therapeutic routes to benefit patients with ERM, macular pucker and PVR.


Assuntos
Epigenômica , Membrana Epirretiniana/prevenção & controle , Transição Epitelial-Mesenquimal , Modelos Biológicos , Niacinamida/uso terapêutico , Epitélio Pigmentado da Retina/patologia , Células-Tronco/metabolismo , Transcriptoma/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores/metabolismo , Elementos Facilitadores Genéticos/genética , Membrana Epirretiniana/patologia , Transição Epitelial-Mesenquimal/efeitos dos fármacos , Transição Epitelial-Mesenquimal/genética , Regulação da Expressão Gênica/efeitos dos fármacos , Humanos , Pessoa de Meia-Idade , Niacinamida/genética , Niacinamida/farmacologia , Fenótipo , Células-Tronco/efeitos dos fármacos , Fatores de Transcrição/metabolismo , Transcrição Gênica/efeitos dos fármacos , Fator de Crescimento Transformador beta1/farmacologia , Fator de Necrose Tumoral alfa/farmacologia
9.
Commun Biol ; 2: 162, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31069271

RESUMO

Proliferative vitreoretinopathy (PVR) is a metaplasia in the vitreous of the eye manifested by the transformation of retinal pigment epithelial (RPE) cells and the development of contracting epiretinal membranes (ERM), which lead to retinal detachment and vision loss. While TGFß1 and TNFα have been associated with PVR, here we show that these cytokines act synergistically to induce an aggressive contraction phenotype on adult human (ah)RPE. Connected RPE detach upon contraction and form motile membranes that recruit more cells. TGFß1 and TNFα (TNT)-induced contracting membranes uniquely express muscle and extracellular rearrangement genes. Whole transcriptome RNA sequencing of patient-dissected PVR membranes showed activation of the p38-MAPK signaling pathway. Inhibition of p38 during TNT treatment blocks ahRPE transformation and membrane contraction. Furthermore, TNT-induced membrane contractility can be reversed by p38 inhibition after induction. Therefore, targeting the p38-MAPK pathway may have therapeutic benefits for patients with PVR even after the onset of contracting ERMs.


Assuntos
Membrana Epirretiniana/genética , Descolamento Retiniano/genética , Fator de Crescimento Transformador beta1/genética , Fator de Necrose Tumoral alfa/genética , Vitreorretinopatia Proliferativa/genética , Proteínas Quinases p38 Ativadas por Mitógeno/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Movimento Celular , Membrana Epirretiniana/metabolismo , Membrana Epirretiniana/patologia , Células Epiteliais/metabolismo , Células Epiteliais/patologia , Feminino , Regulação da Expressão Gênica , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Biológicos , Cultura Primária de Células , RNA Interferente Pequeno/genética , RNA Interferente Pequeno/metabolismo , Descolamento Retiniano/metabolismo , Descolamento Retiniano/patologia , Epitélio Pigmentado da Retina/metabolismo , Epitélio Pigmentado da Retina/patologia , Transdução de Sinais , Imagem com Lapso de Tempo , Transcriptoma , Fator de Crescimento Transformador beta1/antagonistas & inibidores , Fator de Crescimento Transformador beta1/metabolismo , Fator de Crescimento Transformador beta1/farmacologia , Fator de Necrose Tumoral alfa/antagonistas & inibidores , Fator de Necrose Tumoral alfa/metabolismo , Fator de Necrose Tumoral alfa/farmacologia , Vitreorretinopatia Proliferativa/metabolismo , Vitreorretinopatia Proliferativa/patologia , Corpo Vítreo/metabolismo , Corpo Vítreo/patologia , Proteínas Quinases p38 Ativadas por Mitógeno/antagonistas & inibidores , Proteínas Quinases p38 Ativadas por Mitógeno/metabolismo
10.
Sci Rep ; 9(1): 2740, 2019 02 26.
Artigo em Inglês | MEDLINE | ID: mdl-30809014

RESUMO

Increased understanding of developmental disorders of the brain has shown that genetic mutations, environmental toxins and biological insults typically act during developmental windows of susceptibility. Identifying these vulnerable periods is a necessary and vital step for safeguarding women and their fetuses against disease causing agents during pregnancy and for developing timely interventions and treatments for neurodevelopmental disorders. We analyzed developmental time-course gene expression data derived from human pluripotent stem cells, with disease association, pathway, and protein interaction databases to identify windows of disease susceptibility during development and the time periods for productive interventions. The results are displayed as interactive Susceptibility Windows Ontological Transcriptome (SWOT) Clocks illustrating disease susceptibility over developmental time. Using this method, we determine the likely windows of susceptibility for multiple neurological disorders using known disease associated genes and genes derived from RNA-sequencing studies including autism spectrum disorder, schizophrenia, and Zika virus induced microcephaly. SWOT clocks provide a valuable tool for integrating data from multiple databases in a developmental context with data generated from next-generation sequencing to help identify windows of susceptibility.


Assuntos
Transtorno do Espectro Autista/patologia , Deficiências do Desenvolvimento/patologia , Regulação da Expressão Gênica no Desenvolvimento , Predisposição Genética para Doença , Células-Tronco Pluripotentes/citologia , Esquizofrenia/patologia , Transcriptoma , Transtorno do Espectro Autista/genética , Encéfalo/metabolismo , Encéfalo/patologia , Encéfalo/virologia , Criança , Deficiências do Desenvolvimento/genética , Feminino , Testes Genéticos , Humanos , Células-Tronco Pluripotentes/metabolismo , Gravidez , Esquizofrenia/genética , Zika virus/isolamento & purificação , Infecção por Zika virus/complicações , Infecção por Zika virus/virologia
11.
Sci Rep ; 8(1): 7464, 2018 05 10.
Artigo em Inglês | MEDLINE | ID: mdl-29749381

RESUMO

The ability of isolated neural stem cells (NSCs) to proliferate as neurospheres is indicative of their competence as stem cells, and depends critically on the polycomb group (PcG) member Bmi1: knockdown of Bmi1 results in defective proliferation and self-renewal of isolated NSCs, whereas overexpression of Bmi1 enhances these properties. Here we report genome-wide changes in gene expression in embryonic and adult NSCs (eNSCs and aNSCs) caused by overexpression of Bmi1. We find that genes whose expression is altered by perturbations in Bmi1 levels in NSCs are mostly distinct from those affected in other multipotent stem/progenitor cells, such as those from liver and lung, aside from a small core of common targets that is enriched for genes associated with cell migration and mobility. We also show that genes differing in expression between prospectively isolated quiescent and activated NSCs are not affected by Bmi1 overexpression. In contrast, a comparison of genes showing altered expression upon Bmi1 overexpression in eNSCs and in aNSCs reveals considerable overlap, in spite of their different provenances in the brain and their differing developmental programs.


Assuntos
Regulação da Expressão Gênica no Desenvolvimento , Células-Tronco Embrionárias Murinas/metabolismo , Células-Tronco Neurais/metabolismo , Complexo Repressor Polycomb 1/genética , Proteínas Proto-Oncogênicas/genética , Regulação para Cima , Células-Tronco Adultas/citologia , Células-Tronco Adultas/metabolismo , Animais , Células Cultivadas , Masculino , Camundongos , Células-Tronco Embrionárias Murinas/citologia , Células-Tronco Neurais/citologia
12.
Neuron ; 96(4): 718-720, 2017 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-29144970

RESUMO

Yoon et al. (2017) uncover a key role for the m6A RNA mark in regulating the timing of cerebral cortex development in mouse and human. This discovery opens new avenues of exploration into how the epitranscriptome helps orchestrate central nervous system formation.


Assuntos
Neurogênese , RNA , Animais , Córtex Cerebral , Humanos , Metilação , Camundongos , Processamento de Proteína Pós-Traducional
13.
Stem Cell Reports ; 9(6): 1931-1947, 2017 12 12.
Artigo em Inglês | MEDLINE | ID: mdl-29129683

RESUMO

Neural stem cell activity in the ventricular-subventricular zone (V-SVZ) decreases with aging, thought to occur by a unidirectional decline. However, by analyzing the V-SVZ transcriptome of male mice at 2, 6, 18, and 22 months, we found that most of the genes that change significantly over time show a reversal of trend, with a maximum or minimum expression at 18 months. In vivo, MASH1+ progenitor cells decreased in number and proliferation between 2 and 18 months but increased between 18 and 22 months. Time-lapse lineage analysis of 944 V-SVZ cells showed that age-related declines in neurogenesis were recapitulated in vitro in clones. However, activated type B/type C cell clones divide slower at 2 to 18 months, then unexpectedly faster at 22 months, with impaired transition to type A neuroblasts. Our findings indicate that aging of the V-SVZ involves significant non-monotonic changes that are programmed within progenitor cells and are observable independent of the aging niche.


Assuntos
Envelhecimento/genética , Células-Tronco Neurais/metabolismo , Neurogênese/genética , Transcriptoma/genética , Células-Tronco Adultas/metabolismo , Células-Tronco Adultas/patologia , Envelhecimento/patologia , Animais , Proliferação de Células/genética , Regulação da Expressão Gênica no Desenvolvimento , Ventrículos Laterais/metabolismo , Ventrículos Laterais/patologia , Masculino , Camundongos , Células-Tronco Neurais/patologia , Neurônios/metabolismo , Neurônios/patologia , Nicho de Células-Tronco , Células-Tronco/metabolismo , Células-Tronco/patologia
14.
J Vis Exp ; (126)2017 08 12.
Artigo em Inglês | MEDLINE | ID: mdl-28829422

RESUMO

Degenerative retinal diseases such as age-related macular degeneration (AMD) are the leading cause of irreversible vision loss worldwide. AMD is characterized by the degeneration of retinal pigment epithelial (RPE) cells, which are a monolayer of cells functionally supporting and anatomically wrapping around the neural retina. Current pharmacological treatments for the non-neovascular AMD (dry AMD) only slow down the disease progression but cannot restore vision, necessitating studies aimed at identifying novel therapeutic strategies. Replacing the degenerative RPE cells with healthy cells holds promise to treat dry AMD in the future. Extensive preclinical studies of stem cell replacement therapies for AMD involve the transplantation of stem cell-derived RPE cells into the subretinal space of animal models, in which the subretinal injection technique is applied. The approach most frequently used in these preclinical animal studies is through the trans-scleral route, which is made difficult by the lack of direct visualization of the needle end and can often result in retinal damage. An alternative approach through the vitreous allows for direct observation of the needle end position, but it carries a high risk of surgical traumas as more eye tissues are disturbed. We have developed a less risky and reproducible modified trans-scleral injection method that uses defined needle angles and depths to successfully and consistently deliver RPE cells into the rat subretinal space and avoid excessive retinal damage. Cells delivered in this manner have been previously demonstrated to be efficacious in the Royal College of Surgeons (RCS) rat for at least 2 months. This technique can be used not only for cell transplantation but also for delivery of small molecules or gene therapies.


Assuntos
Transplante de Células/métodos , Epitélio Pigmentado da Retina/transplante , Transplante Heterólogo/métodos , Animais , Humanos , Injeções Intraoculares/métodos , Degeneração Macular/terapia , Ratos , Retina/transplante , Epitélio Pigmentado da Retina/citologia
15.
Cell Stem Cell ; 20(5): 635-647.e7, 2017 05 04.
Artigo em Inglês | MEDLINE | ID: mdl-28132833

RESUMO

Age-related macular degeneration (AMD) affects the retinal pigment epithelium (RPE), a cell monolayer essential for photoreceptor survival, and is the leading cause of vision loss in the elderly. There are no disease-altering therapies for dry AMD, which is characterized by accumulation of subretinal drusen deposits and complement-driven inflammation. We report the derivation of human-induced pluripotent stem cells (hiPSCs) from patients with diagnosed AMD, including two donors with the rare ARMS2/HTRA1 homozygous genotype. The hiPSC-derived RPE cells produce several AMD/drusen-related proteins, and those from the AMD donors show significantly increased complement and inflammatory factors, which are most exaggerated in the ARMS2/HTRA1 lines. Using a panel of AMD biomarkers and candidate drug screening, combined with transcriptome analysis, we discover that nicotinamide (NAM) ameliorated disease-related phenotypes by inhibiting drusen proteins and inflammatory and complement factors while upregulating nucleosome, ribosome, and chromatin-modifying genes. Thus, targeting NAM-regulated pathways is a promising avenue for developing therapeutics to combat AMD.


Assuntos
Células-Tronco Pluripotentes Induzidas/efeitos dos fármacos , Células-Tronco Pluripotentes Induzidas/metabolismo , Degeneração Macular/tratamento farmacológico , Degeneração Macular/metabolismo , Niacinamida/uso terapêutico , Diferenciação Celular/efeitos dos fármacos , Ensaio de Imunoadsorção Enzimática , Citometria de Fluxo , Genótipo , Humanos , Imuno-Histoquímica , Retina/efeitos dos fármacos , Retina/metabolismo , Epitélio Pigmentado da Retina/efeitos dos fármacos , Epitélio Pigmentado da Retina/metabolismo , Fator A de Crescimento do Endotélio Vascular/metabolismo
16.
Ann N Y Acad Sci ; 1387(1): 112-123, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27801987

RESUMO

Big Data is no longer solely the purview of big organizations with big resources. Today's routine tools and experimental methods can generate large slices of data. For example, high-throughput sequencing can quickly interrogate biological systems for the expression levels of thousands of different RNAs, examine epigenetic marks throughout the genome, and detect differences in the genomes of individuals. Multichannel electrophysiology platforms produce gigabytes of data in just a few minutes of recording. Imaging systems generate videos capturing biological behaviors over the course of days. Thus, any researcher now has access to a veritable wealth of data. However, the ability of any given researcher to utilize that data is limited by her/his own resources and skills for downloading, storing, and analyzing the data. In this paper, we examine the necessary resources required to engage Big Data, survey the state of modern data analysis pipelines, present a few data repository case studies, and touch on current institutions and programs supporting the work that relies on Big Data.


Assuntos
Pesquisa Biomédica/métodos , Computação em Nuvem , Redes de Comunicação de Computadores , Biologia de Sistemas/métodos , Acesso à Informação , Animais , Pesquisa Biomédica/tendências , Computação em Nuvem/tendências , Redes de Comunicação de Computadores/instrumentação , Redes de Comunicação de Computadores/tendências , Mineração de Dados/métodos , Mineração de Dados/tendências , Tomada de Decisões Assistida por Computador , Genômica/métodos , Genômica/tendências , Humanos , Processamento de Imagem Assistida por Computador , Internet , Software , Biologia de Sistemas/instrumentação , Biologia de Sistemas/tendências
17.
Stem Cells Transl Med ; 5(11): 1562-1574, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27400791

RESUMO

: Induced pluripotent stem cells (iPSCs) can be efficiently differentiated into retinal pigment epithelium (RPE), offering the possibility of autologous cell replacement therapy for retinal degeneration stemming from RPE loss. The generation and maintenance of epithelial apical-basolateral polarity is fundamental for iPSC-derived RPE (iPSC-RPE) to recapitulate native RPE structure and function. Presently, no criteria have been established to determine clonal or donor based heterogeneity in the polarization and maturation state of iPSC-RPE. We provide an unbiased structural, molecular, and physiological evaluation of 15 iPSC-RPE that have been derived from distinct tissues from several different donors. We assessed the intact RPE monolayer in terms of an ATP-dependent signaling pathway that drives critical aspects of RPE function, including calcium and electrophysiological responses, as well as steady-state fluid transport. These responses have key in vivo counterparts that together help determine the homeostasis of the distal retina. We characterized the donor and clonal variation and found that iPSC-RPE function was more significantly affected by the genetic differences between different donors than the epigenetic differences associated with different starting tissues. This study provides a reference dataset to authenticate genetically diverse iPSC-RPE derived for clinical applications. SIGNIFICANCE: The retinal pigment epithelium (RPE) is essential for maintaining visual function. RPE derived from human induced pluripotent stem cells (iPSC-RPE) offer a promising cell-based transplantation therapy for slowing or rescuing RPE-induced visual function loss. For effective treatment, iPSC-RPE must recapitulate the physiology of native human RPE. A set of physiologically relevant functional assays are provided that assess the polarized functional activity and maturation state of the intact RPE monolayer. The present data show that donor-to-donor variability exceeds the tissue-to-tissue variability for a given donor and provides, for the first time, criteria necessary to identify iPSC-RPE most suitable for clinical application.

18.
Comp Med ; 65(3): 165-72, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-26141441

RESUMO

Mice are used extensively in transplantation studies involving bone marrow ablation. Due to the increasing security issues and expenses involved with γ irradiators, self-contained X-ray irradiators have been increasing in popularity. We hypothesized that bone marrow ablation by irradiation of mice with a (137)Cs irradiator would be comparable to that from an X-ray source irradiator. A lethal-dose curve was obtained by irradiating C57BL/6J mice with 500, 700, 900, and 1100 cGy from either source. These data were used to determine the lethal radiation exposure range for a noncompetitive bone marrow engraftment curve for each source. At 90 d after reconstitution, the bone marrow engraftment curves revealed significant differences between the 2 sources in the establishment of B cell, myeloid, and T cell lineages. Murine B cell reconstitution after exposure to a (137)Cs source was greater than that after X-ray exposure at each dose level, whereas the converse was true for myeloid cell reconstitution. At the 1050- and 1100-cGy doses, mice irradiated by using the X-ray source demonstrated higher levels of T cell reconstitution but decreased survival compared with mice irradiated with the (137)Cs source. We concluded that although both sources ablated endogenous bone marrow sufficiently to enable stem cell engraftment, there are distinct physiologic responses that should be considered when choosing the optimal source for use in a study and that irradiation from the (137)Cs source was associated with lower overall morbidity due to opportunistic infection.


Assuntos
Transplante de Medula Óssea , Radioisótopos de Césio/administração & dosagem , Condicionamento Pré-Transplante , Raios X , Animais , Dose Letal Mediana , Masculino , Camundongos , Camundongos Endogâmicos C57BL
19.
Neuron ; 83(1): 51-68, 2014 Jul 02.
Artigo em Inglês | MEDLINE | ID: mdl-24991954

RESUMO

Many neurological and psychiatric disorders affect the cerebral cortex, and a clearer understanding of the molecular processes underlying human corticogenesis will provide greater insight into such pathologies. To date, knowledge of gene expression changes accompanying corticogenesis is largely based on murine data. Here we present a searchable, comprehensive, temporal gene expression data set encompassing cerebral cortical development from human embryonic stem cells (hESCs). Using a modified differentiation protocol that yields neurons suggestive of prefrontal cortex, we identified sets of genes and long noncoding RNAs that significantly change during corticogenesis and those enriched for disease-associations. Numerous alternatively spliced genes with varying temporal patterns of expression are revealed, including TGIF1, involved in holoprosencephaly, and MARK1, involved in autism. We have created a database (http://cortecon.neuralsci.org/) that provides online, query-based access to changes in RNA expression and alternatively spliced transcripts during human cortical development.


Assuntos
Córtex Cerebral/citologia , Córtex Cerebral/embriologia , Bases de Dados Genéticas , Células-Tronco Embrionárias/fisiologia , Perfilação da Expressão Gênica/métodos , Redes Reguladoras de Genes/genética , Animais , Diferenciação Celular/genética , Células Cultivadas , Bases de Dados Genéticas/tendências , Perfilação da Expressão Gênica/tendências , Humanos , Camundongos , Organogênese/fisiologia , Fatores de Tempo
20.
Cell Rep ; 6(4): 724-36, 2014 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-24529709

RESUMO

Neural induction is the first fundamental step in nervous system formation. During development, a tightly regulated niche modulates transient extracellular signals to influence neural lineage commitment. To date, however, the cascade of molecular events that sustain these signals in humans is not well understood. Here we show that NPTX1, a secreted protein, is rapidly upregulated during neural induction from human pluripotent stem cells (hPSCs). By manipulating its expression, we were able to reduce or initiate neural lineage commitment. A time-course transcriptome analysis and functional assays show that NPTX1 acts in part by binding the Nodal receptor cofactor TDGF1, reducing both Nodal and BMP signaling. Our findings identify one of the earliest genes expressed upon neural induction and provide insight into human neural lineage specification.


Assuntos
Proteína C-Reativa/metabolismo , Linhagem da Célula , Células-Tronco Pluripotentes Induzidas/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Células-Tronco Neurais/metabolismo , Proteínas Morfogenéticas Ósseas/metabolismo , Proteína C-Reativa/genética , Células-Tronco Embrionárias/citologia , Células-Tronco Embrionárias/metabolismo , Proteínas Ligadas por GPI/genética , Proteínas Ligadas por GPI/metabolismo , Humanos , Células-Tronco Pluripotentes Induzidas/citologia , Peptídeos e Proteínas de Sinalização Intercelular/genética , Peptídeos e Proteínas de Sinalização Intercelular/metabolismo , Proteínas de Neoplasias/genética , Proteínas de Neoplasias/metabolismo , Proteínas do Tecido Nervoso/genética , Células-Tronco Neurais/citologia , Neurogênese , Ligação Proteica , Transcriptoma , Regulação para Cima
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