A System for Identifying Genetic Networks from Gene Expression Patterns Produced by Gene Disruptions and Overexpressions.
نویسندگان
چکیده
A hot research topic in genomics is to analyze the interactions between genes by systematic gene disruptions and gene overexpressions. Based on a boolean network model without time delay, we have been investigating efficient strategies for identifying a genetic network by multiple gene disruptions and overexpressions. This paper first shows the relationship between our boolean network model without time delay and the standard synchronous boolean network model. Then we present a simulator of boolean networks without time delay for multiple gene disruptions and gene overexpressions, which includes a genetic network identifier with a graphic interface that generates instructions for experiments of gene disruptions and overexpressions.
منابع مشابه
[6] L Avery and S Wasserman. Ordering gene function: the interpretation of
tification of gene regulatory networks by strategic gene disruptions and gene overexpressions. A system for identifying genetic networks from gene expression patterns produced by gene disruptions and overexpressions. approach to reconstructing genetic regulatory networks with hidden factors. [9] Allister Bernard and Alexander J Hartemink. Informative structure priors: joint learning of dynamic ...
متن کاملIdentification of genetic networks by strategic gene disruptions and gene overexpressions under a boolean model
Analysis of the interactions between genes by systematic gene disruptions and gene overexpressions is an important topic in molecular biology. This paper analyses the problem of identifying a genetic network from the data obtained by multiple gene disruptions and overexpressions in regard to the number of experiments and the complexity of experiments. An experiment consists of simultaneous gene...
متن کاملH∞ Sampled-Data Controller Design for Stochastic Genetic Regulatory Networks
Artificially regulating gene expression is an important step in developing new treatment for system-level disease such as cancer. In this paper, we propose a method to regulate gene expression based on sampled-data measurements of gene products concentrations. Inherent noisy behaviour of Gene regulatory networks are modeled with stochastic nonlinear differential equation. To synthesize feed...
متن کاملIdenti cation of Gene Regulatory Networks by Strategic Gene Disruptions and Gene Overexpressions
A hot research topic in Genome Science is to analyze the interactions between genes by systematic gene disruptions and gene overexpressions. This paper analyzes the problem of identifying a gene regulatory network from data obtained by multiple gene disruptions and overexpressions in regard to the number of experiments and the complexity of experiments. An experiment consists of a parallel gene...
متن کاملA System to Find Genetic Networks Based on Weighted Majority Algorithm
Analyzing the interactions between genes by systematic gene disruptions and gene overexpressions is getting more important in Genome Science. DNA microarray technology enabled us to produce time series of gene expression patterns. Our research group have launched a project whose purpose is to reveal the gene regulatory networks among the 6,200 genes of Saccharomyces cerevisiae while many labora...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Genome informatics. Workshop on Genome Informatics
دوره 9 شماره
صفحات -
تاریخ انتشار 1998