Interactive Visual Analysis on Gene Regulatory Pathways

نویسندگان

  • Dong Hyun Jeong
  • William Ribarsky
  • Alireza Darvish
  • Kayvan Najarian
  • Jing Yang
چکیده

Dynamic regulatory pathways, estimated using DNA microarray time-series information, provide predictions of dynamic interactions among genes. Even though several analysis methods have been studied, most of them fall short in analyzing or observing these interactions in detail. In contrast to other methods, we have developed a visual approach based on the gene regulatory pathway prediction method [DHN04]. The prediction method applies two different techniques, clustering and an Auto Regressive (AR) model. Even though this approach provides a successful prediction of the dynamic pathways involved in biological processes, it is not easy to analyze the gene interactions. To counteract this, in this paper we designed a visual analysis of gene regulatory pathways. This framework allows the user to easily find the dynamic interactions among genes, highlighting interesting gene information, and showing the detailed annotations of the selected genes. In order to support greater analysis capability, it also provides a simple graph display, a pixel-based gene visualization technique, and a relationdisplaying technique among gene expressions and gene regulatory pathways.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Network-based transcriptome analysis in salt tolerant and salt sensitive maize (Zea mays L.) genotypes

Identification of genes involved in salinity stress tolerance provides deeper insight into molecular mechanisms underlying salinity tolerance in maize. The present study was conducted in the faculty of agriculture of Urmia university, Iran, in 2018, with the aim of identifying genetic differences between two maize genotypes in tolerance to salinity stress, and the results of gene expression wer...

متن کامل

Identification of key genes and pathways involved in vitiligo vulgaris by gene network analysis

Background and Aim: Vitiligo vulgaris is an acquired, chronic skin and hair condition characterized clinically by loss of melanin, which, if untreated, is typically progressive and irreversible. The aim of the present study was to identify potential genes involved in the pathogenesis of vitiligo. Methods: One dataset of mRNA expression in patients with vitiligo (GSE65127) were obtained from ...

متن کامل

In silico identification of miRNAs and their target genes and analysis of gene co-expression network in saffron (Crocus sativus L.) stigma

As an aromatic and colorful plant of substantive taste, saffron (Crocus sativus L.) owes such properties of matter to growing class of the secondary metabolites derived from the carotenoids, apocarotenoids. Regarding the critical role of microRNAs in secondary metabolic synthesis and the limited number of identified miRNAs in C. sativus, on the other hand, one may see the point how the characte...

متن کامل

P-91: Androgen Associated Gene Polymorphism(s) in Women with Polycystic Ovary Syndrome from South Indian Population

Background: Polycystic ovary syndrome (PCOS) is a heterogeneous endocrine disorder affecting 4-12% of reproductive women worldwide; characterized by chronic anovulation, clinical and/or biochemical hyperandrogenism, and polycystic ovaries on ultrasound scan. Ovarian androgen overproduction is the key pathophysiologic feature of PCOS. A number of genes encoding major enzymes of the androgen meta...

متن کامل

SpotXplore: a Cytoscape plugin for visual exploration of hotspot expression in gene regulatory networks

UNLABELLED SpotXplore is a plugin for Cytoscape for extraction and visualization of differentially expressed subnetworks (hotspots) from gene networks. The hotspot-based visualization approach enables interactive exploration of regulatory interactions in differentially expressed gene sets, and it allows a researcher to explore gene expression in direct relation to the affected cellular gene net...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006