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1.
Pharmaceuticals (Basel) ; 15(7)2022 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-35890169

RESUMO

Causes and treatments for heart failure (HF) have been investigated for over a century culminating in data that have led to numerous pharmacological and surgical therapies. Unfortunately, to date, even with the most current treatments, HF remains a progressive disease with no therapies targeting the cardiomyocytes directly. Technological advances within the past two to three years have brought about new paradigms for treating many diseases that previously had been extremely difficult to resolve. One of these new paradigms has been a shift from pharmacological agents to antisense technology (e.g., microRNAs) to target the molecular underpinnings of pathological processes leading to disease onset. Although this paradigm shift may have been postulated over a decade ago, only within the past few years has it become feasible. Here, we show that miRNA106a targets genes that, when misregulated, have been shown to cause hypertrophy and eventual HF. The addition of miRNA106a suppresses misexpressed HF genes and reverses hypertrophy. Most importantly, using a cardiac targeting peptide reversibly linked to miRNA106a, we show delivery is specific to cardiomyocytes.

2.
Mol Biol Cell ; 33(11): ar96, 2022 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-35653297

RESUMO

Myocardial fibrosis (MF), a common event that develops after myocardial infarction, initially is a reparative process but eventually leads to heart failure and sudden cardiac arrest. In MF, the infarct area is replaced by a collagenous-based scar induced by "excessive" collagen deposition from activated cardiac fibroblasts. The scar prevents ventricular wall thinning; however, over time it expands to noninfarcted myocardium. Therapies to prevent fibrosis include reperfusion, anti-fibrotic agents, and ACE inhibitors. Paracrine factor (PF)/stem cell research has recently gained significance as a therapy. We consistently find that cardiac inducing colonies (CiCs) (derived from human germline pluripotent stem cells) secrete PFs at physiologically relevant concentrations that suppress cardiac fibroblast activation and excessive extracellular matrix protein secretion. These factors also affect human cardiomyocytes and endothelial cells by inducing migration/proliferation of both populations into a myocardial wound model. Finally, CiC factors modulate matrix turnover and proinflammation. Taking the results together, we show that CiCs could help tip the balance from fibrosis toward repair.


Assuntos
Cicatriz , Comunicação Parácrina , Cicatriz/metabolismo , Cicatriz/patologia , Células Endoteliais/patologia , Fibroblastos/metabolismo , Fibrose , Humanos , Miocárdio/metabolismo , Miócitos Cardíacos/metabolismo
4.
Nat Commun ; 13(1): 2323, 2022 04 28.
Artigo em Inglês | MEDLINE | ID: mdl-35484119

RESUMO

Adverse prognosis in Ewing sarcoma (ES) is associated with the presence of metastases, particularly in bone, tumor hypoxia and chromosomal instability (CIN). Yet, a mechanistic link between these factors remains unknown. We demonstrate that in ES, tumor hypoxia selectively exacerbates bone metastasis. This process is triggered by hypoxia-induced stimulation of the neuropeptide Y (NPY)/Y5 receptor (Y5R) pathway, which leads to RhoA over-activation and cytokinesis failure. These mitotic defects result in the formation of polyploid ES cells, the progeny of which exhibit high CIN, an ability to invade and colonize bone, and a resistance to chemotherapy. Blocking Y5R in hypoxic ES tumors prevents polyploidization and bone metastasis. Our findings provide evidence for the role of the hypoxia-inducible NPY/Y5R/RhoA axis in promoting genomic changes and subsequent osseous dissemination in ES, and suggest that targeting this pathway may prevent CIN and disease progression in ES and other cancers rich in NPY and Y5R.


Assuntos
Neoplasias Ósseas , Sarcoma de Ewing , Neoplasias Ósseas/genética , Instabilidade Cromossômica , Humanos , Hipóxia , Neuropeptídeo Y/genética , Neuropeptídeo Y/metabolismo , Receptores de Neuropeptídeo Y/genética , Receptores de Neuropeptídeo Y/metabolismo , Sarcoma de Ewing/patologia , Proteína rhoA de Ligação ao GTP/genética , Proteína rhoA de Ligação ao GTP/metabolismo
5.
Gene Ther ; 29(5): 304-311, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-33184504

RESUMO

Covid-19 (SARS CoV-2) has become a deadly, world-wide pandemic. Although most who are infected survive, complications from the virus can be pronounced and long-lasting. To date, of all the respiratory viruses including influenza and coronaviruses, only influenza has had a drug (i.e., Tamiflu) specifically targeted to treat and prevent infection. As a result, additional agents that specifically target viral production and are clinically feasible are needed to alleviate respiratory viral infections. The idea of using a miRNA/siRNA molecular approach for treating various diseases was postulated over a decade ago; however, only within the past few years has it become feasible. One technological advancement has been the molecular linkage of lipophilic moieties to mi/siRNAs in order to bypass the need for enveloping these inhibitory RNAs in lipid-based transfection reagents, which could irritate the airway if inhaled. Here we show that siRNAs and miRNAs inhibit SARS CoV-2 spike protein production in a dose-dependent manner in both HEK293 cells and a primary human airway tracheal cell line. We also show that this inhibition is equally robust using a clinically relevant siRNA that does not need to be prepped with a transfection reagent.


Assuntos
COVID-19 , Influenza Humana , Sequência de Bases , COVID-19/terapia , Estudos de Viabilidade , Células HEK293 , Humanos , Terapia de Alvo Molecular , RNA Interferente Pequeno/genética , SARS-CoV-2/genética
6.
Stem Cells Dev ; 29(19): 1266-1274, 2020 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-32731805

RESUMO

Coronary artery disease, including myocardial infarction (MI), is a leading cause of morbidity and mortality in the United States. Due to the limited self-renewal capacity of cardiac tissue, MIs can lead to progressive heart disease with a lasting impact on health and quality of life. The recent discovery of cardiac stem cells has incited research into their potential therapeutic applications for patients suffering from cardiovascular disease. Studies have demonstrated the ability of stem cells to both generate cardiac tissues in vitro and aid in the recovery of cardiovascular function in vivo in animal models. However, the long-term efficacy of stem cells as regenerative therapy is still unknown. Exploration of alternative therapies is underway, including the use of cardiac growth factor neuregulin-1 (NRG-1). Research has demonstrated that NRG-1 not only has direct effects on cardiomyocytes (CM) but also acts within the tissues supporting the CM. Transplantation of NRG-1 into ischemic cardiac tissue mitigates the progression of heart failure and can reverse cardiac remodeling. Recent publications have sought to study the combined use of these agents, and while the results are promising, they do warrant further research. This review aims to consider these therapies separately as well as in combination.


Assuntos
Infarto do Miocárdio/terapia , Neurregulinas/uso terapêutico , Transplante de Células-Tronco , Células-Tronco/citologia , Animais , Ensaios Clínicos como Assunto , Humanos
7.
Front Cell Dev Biol ; 8: 627090, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33681186

RESUMO

Neuropeptide Y (NPY) has been implicated in the regulation of cellular motility under various physiological and pathological conditions, including cancer dissemination. Yet, the exact signaling pathways leading to these effects remain unknown. In a pediatric malignancy, neuroblastoma (NB), high NPY release from tumor tissue associates with metastatic disease. Here, we have shown that NPY stimulates NB cell motility and invasiveness and acts as a chemotactic factor for NB cells. We have also identified the Y5 receptor (Y5R) as the main NPY receptor mediating these actions. In NB tissues and cell cultures, Y5R is highly expressed in migratory cells and accumulates in regions of high RhoA activity and dynamic cytoskeleton remodeling. Y5R stimulation activates RhoA and results in Y5R/RhoA-GTP interactions, as shown by pull-down and proximity ligation assays, respectively. This is the first demonstration of the role for the NPY/Y5R axis in RhoA activation and the subsequent cytoskeleton remodeling facilitating cell movement. These findings implicate Y5R as a target in anti-metastatic therapies for NB and other cancers expressing this receptor.

8.
J Stem Cells Regen Med ; 14(1): 10-26, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30018469

RESUMO

Stem cell research for treating or curing ischemic heart disease has, till date, culminated in three basic approaches: the use of induced pluripotent stem cell (iPSC) technology; reprogramming cardiac fibroblasts; and cardiovascular progenitor cell regeneration. As each approach has been shown to have its advantages and disadvantages, exploiting the advantages while minimizing the disadvantages has been a challenge. Using human germline pluripotent stem cells (hgPSCs) along with a modified version of a relatively novel cell-expansion culture methodology to induce quick, indefinite expansion of normally slow growing hgPSCs, it was possible to emphasize the advantages of all three approaches. We consistently found that unipotent germline stem cells, when removed from their niche and cultured in the correct medium, expressed endogenously, pluripotency genes, which induced them to become hgPSCs. These cells are then capable of producing cell types from all three germ layers. Upon differentiation into cardiac lineages, our data consistently showed that they not only expressed cardiac genes, but also expressed cardiac-promoting paracrine factors. Taking these data a step further, we found that hgPSC-derived cardiac cells could integrate into cardiac tissue in vivo. Note, while the work presented here was based on testes-derived hgPSCs, data from other laboratories have shown that ovaries contain very similar types of stem cells that can give rise to hgPSCs. As a result, hgPSCs should be considered a viable option for eventual use in patients, male or female, with ischemic heart disease.

9.
Mech Dev ; 150: 10-20, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29427756

RESUMO

Although it is well understood that genetic mutations, chromosomal abnormalities, and epigenetic miscues can cause congenital birth defects, many defects are still labeled idiopathic, meaning their origin is not yet understood. microRNAs are quickly entering the causal fray of developmental defects. miRNAs use a 7-8 base-pair seed sequence to target a corresponding sequence on one or multiple mRNAs resulting in rapid down-regulation of translation. miRNAs can also control protein 'amounts' in cells. As a result if miRNAs are over or under expressed during development protein homeostasis can be compromised resulting in defects in the development of organ systems. Here, we show that during differentiation of embryonic stem cells, individual miRNAs that reside in the miRNA17 family (composed of 14 miRNAs) do not share the same function even though they have the same seed sequence. The advent of CRISPR/CAS9 technology has not only yielded a true observation of individual miRNA function, it has also reconnected advanced molecular biology approaches to classical cell biology approaches such as gene rescue. We show that miRNA106a and to a lesser extent miR17 and 93 target the cardiac suppressor gene Fog2, which specifically suppress Gata-4 and Coup-TF2. However, when each miRNA is knocked out, we find that their targeting efficacies for Fog2 differ resulting in varying degrees of cardiac differentiation.


Assuntos
Diferenciação Celular/genética , Coração/crescimento & desenvolvimento , MicroRNAs/genética , Organogênese/genética , Animais , Sistemas CRISPR-Cas/genética , Proteínas de Ligação a DNA/genética , Células-Tronco Embrionárias/citologia , Células-Tronco Embrionárias/metabolismo , Regulação da Expressão Gênica no Desenvolvimento/genética , Técnicas de Inativação de Genes , Humanos , Camundongos , Miócitos Cardíacos/citologia , Fatores de Transcrição/genética
10.
J Stem Cells Regen Med ; 14(2): 87, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30679894

RESUMO

Stem cell research for treating or curing ischemic heart disease has, to date, culminated in identifying which scenario is more important; 1) stem cell differentiation into cardiomyocytes that integrate electrically with the heart, 2) stem cells that secrete paracrine factors that promote healing, or 3) a combination of both. We consistently found that unipotent germline stem cells, when removed from their niche and cultured in the correct medium endogenously express pluripotency genes, which induce them to become human germline pluripotent stem cells (hgPSCs). These cells are then capable of producing cell types from all three germ layers. Using hgPSCs along with a modified version of a relatively novel cell-expansion culture methodology to induce quick, indefinite expansion of normally slow growing hgPSCs, it was possible to test the potential of cardiomyocytes derived from hgPSCs for treating an ischemic cardiac event. Upon differentiation into cardiac lineages, our data consistently showed that they not only express cardiac genes, but also express cardiac-promoting paracrine factors. Taking these data a step further, we found that hgPSC-derived cardiac cells can integrate into cardiac tissue in vivo. Note, while the work presented here was based on testes-derived hgPSCs, data from other laboratories have shown that ovaries contain very similar types of stem cells that can give rise to hgPSCs. As a result, hgPSCs should be considered a viable option for eventual use in patients, male or female, with ischemic heart disease.

11.
J Cell Biochem ; 119(1): 134-140, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-28594094

RESUMO

CRISPR/Cas gene editing technologies have emerged as powerful tools in the study of oncogenic transformation. The system's specificity, versatility, and ease of implementation allow researchers to identify important molecular markers and pathways which grant cancers stem cell like properties. This technology has already been applied to researching specific cancers, but has seen restricted therapeutic applications due to inherent ethical and technical limitations. Active development and adaptation of the CRISPR/Cas system has produced new methods to take advantage of both non-homologous end joining and homologous recombination repair mechanisms in attempts to remedy these limitations and improve the versatility of gene edits that can be created. Nonetheless, until issues with specificity and in vivo efficiency are resolved, utilization of CRISPR/Cas systems would be best employed in the modeling and study of various cancer genes. While it may have potential therapeutic applications to targeted cancer therapies in the future, presently CRISPR/Cas is a remarkable technique that can be utilized for easy and efficient gene editing when it comes to cancer research. J. Cell. Biochem. 119: 134-140, 2018. © 2017 Wiley Periodicals, Inc.


Assuntos
Sistemas CRISPR-Cas , Edição de Genes , Neoplasias/genética , Células-Tronco Neoplásicas/metabolismo , Animais , Genes Neoplásicos , Genoma , Humanos
12.
J Cell Biochem ; 119(1): 62-68, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-28544217

RESUMO

Human induced pluripotent stem cells (iPSCs) can be differentiated into any cell in the body unlocking enormous research potential. Combined with the recent discovery of CRISPR/Cas9 endonucleases in bacteria and their modification for use in biomedical research, these methods have the potential to revolutionize the field of genetic engineering and open the door to generating in vitro models that more closely resemble the in vivo system than ever before. Use of CRISPR/Cas9 has created a whirlwind within the scientific community in the last few years, as the race to move beyond just disease analysis and toward the goal of gene and cell therapy moves further. This review will detail the CRISPR/Cas9 method and its use in stem cells as well as highlight recent studies that demonstrate its use in creating robust disease models. Finally, recent results and current controversies in the field are reviewed and lingering challenges to further development are explored. J. Cell. Biochem. 119: 62-68, 2018. © 2017 Wiley Periodicals, Inc.


Assuntos
Sistemas CRISPR-Cas , Células-Tronco Pluripotentes Induzidas/metabolismo , Proteínas Associadas a CRISPR/química , Proteínas Associadas a CRISPR/metabolismo , Doença , Variação Genética , Humanos , Organoides/metabolismo
13.
Am J Stem Cells ; 6(2): 13-22, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28804687

RESUMO

Zika virus (ZIKV) has been of major international public health concern following large outbreaks in the Americas occurring in 2015-2016. Most notably, ZIKV has been seen to pose dangers in pregnancy due to its association with congenital abnormalities such as microcephaly. Numerous experimental approaches have been taken to address how the virus can cross the placenta, alter normal fetal development, and disrupt specific cellular functions. Many areas concerning the mechanisms of transmission, especially from mother to fetus, are largely unknown but demand further research. Several promising new studies are presented that provide insight into possible mechanisms of transmission, different cell types affected, and immune responses towards the virus. By aiming to better understand the processes behind altered fetal neuronal development due to ZIKV infection, the hope is to find ways to increase protection of the fetus and prevent congenital abnormalities such as microcephaly. As ZIKV infection is spreading to increasingly more areas and bringing harmful outcomes and birth defects with it, it is imperative to identify the mechanisms of transmitting this infectious agent, consider different genetic backgrounds of hosts and strain types, and navigate methods to protect those affected from the detrimental effects of this newly emerging virus.

14.
Am J Stem Cells ; 5(3): 74-86, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27853629

RESUMO

Diabetes mellitus affects millions of people worldwide, and is associated with serious complications that affect nearly all body systems. Because of the severity of this global health concern, there is a great deal of research being performed on alternative treatments and possible cures. Previous treatments for diabetes have included exogenous insulin injection and pancreatic islet transplantations. These treatment methods have several limitations; thus, the use of stem cells in treating diabetes is currently a significant area of research. This review outlines current research on stem cell therapy for diabetes mellitus. Numerous studies have been performed on animals using various types of stem cells, including mesenchymal stem cells and embryonic stem cells. Moreover, results and limitations of animal studies have been confirmed in various clinical trials. Overall, stem cell treatment shows prospective advantages over insulin injections and other current treatment options, and ongoing clinical trials suggest that this therapy may be a viable treatment option for diabetics in the near future.

15.
Am J Stem Cells ; 5(3): 87-98, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27853630

RESUMO

Diabetes is a disease with wide-ranging personal and societal impacts that has been managed medicinally for over half a century. Since the discovery of stem cells, pancreatic islet regeneration has become a central target for clinical application that has the potential to decrease or eliminate the need for insulin administration and adjunctive medications. The discovery of alternative routes to pluripotency that bypass the ethical implications of embryonic stem cells has significantly expanded the horizons of stem cell based therapy. Engraftment of mature insulin producing cells derived from induced pluripotent stem cells may represent the most promising treatment strategy for diabetic patients with impaired ß-cell function. These cells are easily accessible and have been shown to closely mimic endogenous ß-cell function in vivo. While the risks of oncogenesis and transplant rejection are still of great concern, large strides have been made on both fronts with the application of integration free induction strategies and the ongoing development of microcapsules that cloak implanted cells from an autoimmune response. This review will focus on the progress and remaining obstacles in diabetes related stem cell research, and will specifically discuss approaches using embryonic, induced pluripotent, germline and mesenchymal derived stem cells.

16.
BMC Pharmacol Toxicol ; 17(1): 45, 2016 Sep 29.
Artigo em Inglês | MEDLINE | ID: mdl-27680736

RESUMO

With the increasing publicity of marijuana due to recent legislation, it is pertinent that the effects of fetal exposure to the drug are assessed. While in utero cannabis exposure has been associated with early pregnancy failure, birth defects and developmental delay, the mechanisms of such outcomes are largely unexplained. Furthermore, the use of cannabinoids in cancer treatment via growth inhibition and apoptosis may indicate how cannabis exposure likely harms a growing fetus. Cannabinoid signaling is required for proper pre-implantation development, embryo transport to the uterus, and uterine receptivity during implantation. In post-implantation development, cannabinoid signaling functions in a multitude of pathways, including, but not limited to, folic acid, VEGF, PCNA, MAPK/ERK, and BDNF. Disrupting the normal activity of these pathways can significantly alter many vital in utero processes, including angiogenesis, cellular replication, tissue differentiation, and neural cognitive development. This paper aims to demonstrate the effects of cannabis exposure on a developing embryo in order to provide a molecular explanation for the adverse outcomes associated with cannabis use during pregnancy.

17.
Birth Defects Res C Embryo Today ; 105(1): 73-80, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25820246

RESUMO

Despite recent guidelines suggesting prenatal screening for carriers of cystic fibrosis (CF) mutations, many physicians do not offer patients this service or even counseling. Some argue that the risks of miscarriage associated with prenatal diagnostic techniques outweigh the benefit of added insight, but with the advent of newer, noninvasive techniques, risks of miscarriage may be significantly lowered. Prenatal diagnosis provides parents the time to prepare for raising a child with CF, and soon, could provide treatment options in utero that could improve quality of life. Here, we describe two of the most promising gene therapy approaches: lentivirus and adenoassociated virus (AAV)-mediated gene transduction. Thus, prenatal detection and treatment is in a most crucial stage for care of patients with CF.


Assuntos
Regulador de Condutância Transmembrana em Fibrose Cística/genética , Fibrose Cística/genética , Fibrose Cística/terapia , Terapia Genética/métodos , Diagnóstico Pré-Natal/métodos , Diagnóstico Pré-Natal/tendências , Transdução Genética/métodos , Dependovirus , Vetores Genéticos/administração & dosagem , Vetores Genéticos/genética , Humanos , Lentivirus , Diagnóstico Pré-Natal/efeitos adversos , Transdução Genética/tendências
18.
Stem Cells Dev ; 24(3): 354-71, 2015 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-25209090

RESUMO

Body axes and germ layers evolve at gastrulation, and in mammals are driven by many genes; however, what orchestrates the genetic pathways during gastrulation remains elusive. Previously, we presented evidence that microRNA-17 (miRNA-17) family members, miR-17-5p, miR-20a, miR-93, and miR-106a were differentially expressed in mouse embryos and functioned to control differentiation of the stem cell population. Here, we identify function(s) that these miRNAs have during gastrulation. Fluorescent in situ hybridization miRNA probes reveal that these miRNAs are localized at the mid/posterior primitive streak (ps) in distinct populations of primitive ectoderm, mesendoderm, and mesoderm. Seven different miRNA prediction algorithms are identified in silico bone morphogenic protein receptor 2 (Bmpr2) as a target of these miRNAs. Bmpr2 is a member of the TGFß pathway and invokes stage-specific changes during gastrulation. Recently, Bmpr2 was shown regulating cytoskeletal dynamics, cell movement, and invasion. Our previous and current data led to a hypothesis by which members of the miR-17 family influence gastrulation by suppressing Bmpr2 expression at the primitive streak. This suppression influences fate decisions of cells by affecting genes downstream of BMPR2 as well as mesoderm invasion through regulation of actin dynamics.


Assuntos
Receptores de Proteínas Morfogenéticas Ósseas Tipo II/fisiologia , Células-Tronco Embrionárias/citologia , Gastrulação/fisiologia , Regulação da Expressão Gênica no Desenvolvimento , MicroRNAs/fisiologia , Regiões 3' não Traduzidas , Animais , Receptores de Proteínas Morfogenéticas Ósseas Tipo II/biossíntese , Receptores de Proteínas Morfogenéticas Ósseas Tipo II/genética , Diferenciação Celular/genética , Diferenciação Celular/fisiologia , Linhagem da Célula/genética , Corpos Embrioides , Desenvolvimento Embrionário , Endoderma/metabolismo , Feminino , Hibridização in Situ Fluorescente , Quinases Lim/fisiologia , Masculino , Camundongos , MicroRNAs/antagonistas & inibidores , Simulação de Acoplamento Molecular , Linha Primitiva/metabolismo , Transdução de Sinais , Proteínas Smad/fisiologia , Transfecção
19.
Front Cell Dev Biol ; 2: 15, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25364722

RESUMO

Type II diabetes mellitus (T2DM) is a widespread metabolic disorder characterized by insulin resistance precipitating abnormally high blood glucose levels. While the onset of T2DM is known to be the consequence of a multifactorial interplay with a strong genetic component, emerging research has demonstrated the additional role of a variety of epigenetic mechanisms in the development of this disorder. Heritable epigenetic modifications, such as DNA methylation and histone modifications, play a vital role in many important cellular processes, including pancreatic cellular differentiation and maintenance of normal ß-cell function. Recent studies have found possible epigenetic mechanisms to explain observed risk factors, such as altered atherogenic lipid profiles, elevated body mass index (BMI), and impaired glucose tolerance (IGT), for later development of T2DM in children born to mothers experiencing both famine and hyperglycemic conditions. It is suggested that these epigenetic influences happen early during gestation and are less susceptible to the effects of postnatal environmental modification as was previously thought, highlighting the importance of early preventative measures in minimizing the global burden of T2DM.

20.
Scientifica (Cairo) ; 2013: 574354, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24278782

RESUMO

Embryonic stem cell (ESC), iPCs, and adult stem cells (ASCs) all are among the most promising potential treatments for heart failure, spinal cord injury, neurodegenerative diseases, and diabetes. However, considerable uncertainty in the production of ESC-derived terminally differentiated cell types has limited the efficiency of their development. To address this uncertainty, we and other investigators have begun to employ a comprehensive statistical model of ESC differentiation for determining the role of intracellular pathways (e.g., STAT3) in ESC differentiation and determination of germ layer fate. The approach discussed here applies the Baysian statistical model to cell/developmental biology combining traditional flow cytometry methodology and specific morphological observations with advanced statistical and probabilistic modeling and experimental design. The final result of this study is a unique tool and model that enhances the understanding of how and when specific cell fates are determined during differentiation. This model provides a guideline for increasing the production efficiency of therapeutically viable ESCs/iPSCs/ASC derived neurons or any other cell type and will eventually lead to advances in stem cell therapy.

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