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Characterizing the genetic systems of autism through multi-disease analysis

Characterizing the genetic systems of autism through multi-disease analysis
通过多种疾病分析表征自闭症遗传系统
批准号:
8402638
负责人:
Dennis Paul Wall
金额:
$50.33万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2010
资助国家:
美国
项目状态:
已结题
起止时间:
2010-03-05 至 2013-12-31

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中文摘要
翻译
描述(由申请人提供):自闭症是一种复杂的疾病,具有广泛的表型。 尽管它显然是可遗传的,但负责的分子因子仍然难以捉摸。 超过100个基因与自闭症有关,每个基因都涉及许多不同的生物过程和各种不同的分子相互作用。 没有一个研究人员能够完全掌握自闭症基因空间的复杂性,也许正是因为这个原因,很少有基因成为有希望的标记或治疗干预的靶点。 我们的计划是通过将焦点从单个基因转移到自闭症的整个遗传系统来提供一种掌握这种复杂性的方法。 因此,我们将建立完整的网络分子相互作用的所有自闭症候选基因使用生物信息学方法,整合多个来源的基因组和书目信息。 虽然这个网络将成为自闭症新发现的有力推动者,但它不足以完全掌握指示这种疾病的各种行为的遗传基础。 然而,希望在于自闭症和许多其他神经系统疾病之间的行为相似性。 这些行为相似性表明,如果理解这些共同的分子机制,可以帮助提供更清晰的自闭症谱系的基因型-表型图。 我们的计划是利用这些相似性,对自闭症网络与400多种神经系统疾病的网络进行全面的比较分析。 我们的工作将导致自闭症及其最相似的神经系统疾病的系统水平视图,这不仅有助于看到澄清谱系遗传基础的新兴趋势,而且还有助于优先考虑已知的自闭症候选人,并揭示值得研究的新候选人。 我们所有的工作都将在一个基于网络的工具中免费访问,该工具允许通过自闭症网络和所有其他相关神经系统疾病的网络进行完整的导航。 Wall & Kohane摘要1
英文摘要
DESCRIPTION (provided by applicant): Autism is a complex disorder with a wide spectrum of phenotypes. Although it is clearly heritable, the molecular agents responsible remain elusive. More than 100 genes have been tied to Autism, each of which is involved in numerous different biological processes and in a variety of different molecular interactions. No single researcher can completely grasp the complexity of this Autism gene space, and perhaps for this reason, few genes have emerged as promising markers or targets for therapeutic intervention. Our plan is provide a way to grasp this complexity by shifting the focus from single genes to the entire genetic system of Autism. Thus, we will build the complete network of molecular interactions for all Autism candidate genes using bioinformatic methods that integrate multiple sources of genomic and bibliomic information. While this network will be a powerful enabler of new discoveries in Autism, it will not be enough to fully grasp the genetic underpinnings of the various behaviors indicative of the disorder. Hope for that however lies in the behavioral similarities between Autism and numerous other neurological disorders. These behavioral similarities suggest that there are common molecular mechanisms that if understood could help provide a clearer genotype-phenotype map of the Autism spectrum. Our plan is to capitalize on these similarities by conducting a comprehensive comparative analysis of the Autism network with the networks of more than 400 neurological disorders. Our work will result in a systems level view of Autism and its most similar neurological disorders that will not only help to see emergent trends that clarify the genetic basis of the spectrum, but will also help to prioritize known Autism candidates and reveal new candidates worthy of investigation. All of our work will be made freely accessible in a web-based tool that allows complete navigation through the Autism network and the networks of all other related neurological disorders. Wall & Kohane Abstract 1
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An active learning framework for adaptive autism healthcare
  • 批准号:
    10716509
  • 项目类别:
  • 资助金额:
    $46.32万
  • 财政年份:
    2023
  • 负责人:
    Dennis Paul Wall
  • 依托单位:
A Mobile Game for Domain Adaptation and Deep Learning in Autism Healthcare
  • 批准号:
    10596139
  • 项目类别:
  • 资助金额:
    $63.7万
  • 财政年份:
    2021
  • 负责人:
    Dennis Paul Wall
  • 依托单位:
A Mobile Game for Domain Adaptation and Deep Learning in Autism Healthcare
  • 批准号:
    10443542
  • 项目类别:
  • 资助金额:
    $65.23万
  • 财政年份:
    2021
  • 负责人:
    Dennis Paul Wall
  • 依托单位:
Creating an artificial intelligence therapy-to-data feedback loop for child developmental healthcare
  • 批准号:
    10164858
  • 项目类别:
  • 资助金额:
    $64.94万
  • 财政年份:
    2019
  • 负责人:
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  • 依托单位:
海外基金