Conserved Domains in Promoters of Differentially Expressed Genes Under High Night Temperature Stress in Rice: How to Find Them and What Can They Tell Us?
Abstract
Crop plant response to stress involves changes in gene expression patterns. The complex process of regulation of gene expression involves cis- and trans-acting components. One of the key steps in understanding changes in gene expression associated with a plant’s response to stress begins with identifying “conserved domains” in the promoters of differentially expressed genes (DEGs). By providing binding sites for transcription factors, the conserved domains can play a crucial role in gene regulation. In this study, we aim to identify the cis-regulatory elements (CREs) in the promoters of 149 DEGs that were identified in the transcriptomic analysis of two rice varieties- Cypress and LaGrue. These two rice varieties are known to perform well and poorly, respectively, under high night temperatures (HNT) based on their ability to withstand heat stress. It is expected that the DEGs that are up- or down-regulated by HNT stress, either exhibit a shared set of CREs in their promoters or harbor polymorphic patterns that are common to specific DEG patterns, identification of which can help understand the plant’s varied response to stress. A variety of computational methods will be used to find cis-acting elements and transcriptional activation motifs involved in HNT stress in rice. This information will be leveraged in machine learning algorithms to develop predictive models for manipulating genes for breeding purposes such as to improve grain quality and yield, enhancing rice plants' resilience to high night temperatures, and contributing to the overall adaptability of rice crops to heat stress conditions.
Faculty Sponsors
Dr. Navdeep Gill
Project Type
Event
Location
Alvin Sherman Library
Start Date
4-3-2024 12:30 PM
End Date
4-4-2024 1:30 PM
Conserved Domains in Promoters of Differentially Expressed Genes Under High Night Temperature Stress in Rice: How to Find Them and What Can They Tell Us?
Alvin Sherman Library
Crop plant response to stress involves changes in gene expression patterns. The complex process of regulation of gene expression involves cis- and trans-acting components. One of the key steps in understanding changes in gene expression associated with a plant’s response to stress begins with identifying “conserved domains” in the promoters of differentially expressed genes (DEGs). By providing binding sites for transcription factors, the conserved domains can play a crucial role in gene regulation. In this study, we aim to identify the cis-regulatory elements (CREs) in the promoters of 149 DEGs that were identified in the transcriptomic analysis of two rice varieties- Cypress and LaGrue. These two rice varieties are known to perform well and poorly, respectively, under high night temperatures (HNT) based on their ability to withstand heat stress. It is expected that the DEGs that are up- or down-regulated by HNT stress, either exhibit a shared set of CREs in their promoters or harbor polymorphic patterns that are common to specific DEG patterns, identification of which can help understand the plant’s varied response to stress. A variety of computational methods will be used to find cis-acting elements and transcriptional activation motifs involved in HNT stress in rice. This information will be leveraged in machine learning algorithms to develop predictive models for manipulating genes for breeding purposes such as to improve grain quality and yield, enhancing rice plants' resilience to high night temperatures, and contributing to the overall adaptability of rice crops to heat stress conditions.
Comments
Collaborators: Dr. Braham Dhillon (University of Florida), Dr. Andy Pereira (University of Arkansas, Division of Argriculture)