Abstract:
:"Module networks" are a framework to learn gene regulatory networks from expression data using a probabilistic model in which coregulated genes share the same parameters and conditional distributions. We present a method to infer ensembles of such networks and an averaging procedure to extract the statistically most significant modules and their regulators. We show that the inferred probabilistic models extend beyond the dataset used to learn the models.
journal_name
Ann N Y Acad Scijournal_title
Annals of the New York Academy of Sciencesauthors
Michoel T,De Smet R,Joshi A,Marchal K,Van de Peer Ydoi
10.1111/j.1749-6632.2008.03943.xsubject
Has Abstractpub_date
2009-03-01 00:00:00pages
36-43eissn
0077-8923issn
1749-6632pii
NYAS03943journal_volume
1158pub_type
杂志文章abstract::The development of animal and mathematical models for several forms of acquired nystagmus has led to more comprehensive knowledge of these disorders. In the best understood forms, such as periodic alternating nystagmus, our range of knowledge includes an animal model, the neurotransmitters involved, and effective trea...
journal_title:Annals of the New York Academy of Sciences
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journal_title:Annals of the New York Academy of Sciences
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journal_title:Annals of the New York Academy of Sciences
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abstract::In order to identify rate and stability of remission induced by low-dose prednisone comedication in early rheumatoid arthritis (RA), we evaluated patients with early RA (<1 year) who were randomized to receive (P) or not (non-P) low-dose prednisone in association with step-up disease-modifying antirheumatic drug thera...
journal_title:Annals of the New York Academy of Sciences
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journal_title:Annals of the New York Academy of Sciences
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abstract::In this paper, I describe the development of the Irie Classroom Toolbox, a school-based violence prevention, teacher training program for use with children aged 3-6 years. In-depth interviews were conducted with Jamaican preschool teachers, who had participated in a trial of a classroom behavior management program, at...
journal_title:Annals of the New York Academy of Sciences
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abstract::Hypoxia is a common physiologic and pathophysiologic stimulus that activates the expression of genes through oxygen-sensitive transcription factors including the hypoxia-inducible factor (HIF) and nuclear factor-kappaB (NF-kappaB). Hypoxia-dependent gene expression can have important physiologic or pathophysiologic co...
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journal_title:Annals of the New York Academy of Sciences
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abstract::Analysis of the protein profile of mitochondria and its age-dependent variation is a promising approach to unravel mechanisms involved in aging and age-related diseases. Our studies focus on the mammalian mitochondrial membrane proteome, especially of the inner mitochondrial membrane with the respiratory chain complex...
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journal_title:Annals of the New York Academy of Sciences
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