Grant: Discovery Grants Program - Individual
University of Manitoba
$54,000.00
Multi-modal prediction of gene regulation in plant stress response
FY 2024-25
Summary
The overarching goal of my research program is to determine how plants process environmental information through gene regulatory networks and ultimately to use this knowledge to enhance climate change resilience in essential agricultural crops. The specific objectives of this proposal are to characterize gene regulation at the individual cellular level during development and in the context of development-altering stress. This will involve analyses of changes in transcriptome profiles and chromatin dynamics during plant development as DNA accessibility is a requirement for gene activation. This information will provide the basis for developing computational methods for modelling gene regulatory networks. This knowledge will be used to develop key strategies for the rational modification of plant responses to environmental stressors - a challenge of critical importance for global food security.
The long-term objective of my research program is to understand how plants process environmental information through gene regulatory networks and to use this knowledge to enhance their resilience to climate change. My research program is dedicated to developing experimental methods to quantify regulatory processes in space and time, and to developing computational methods to leverage these data for GRN prediction. To advance these goals, we must define regulatory interactions associated with stress resilience, and devise systems for prioritizing regulatory interactions for genetic manipulation. I propose three short term aims that crosscut these knowledge gaps and that contribute to my long-term objective. (1) To characterize the developmental trajectories of rice leaf cells in well-watered and growth limiting drought conditions; (2) to characterize the contribution of chromatin dynamics to cell fate specification; and, (3) to predict global gene regulatory networks in cells undergoing cell fate specification.
The proposed research will directly impact our mechanistic understanding of development and how environmental stimuli influence through regulated gene expression. This knowledge will improve our understanding the biological processes driving cell fate specification which can be leveraged to for use in rational crop improvement. The knowledge and methodological advanced brought forth through the proposed work will also have broad applicability in other areas of plant and animal agriculture, environmental science, and medicine, because many key features of eukaryotic gene regulation are conserved across taxa. This program will provide high quality training to HQP in leading edge molecular and computational biology methods, that will be in-demand by employers in the public and private sectors.
Program
Discovery Grants Program - Individual
Recipient
Location
Manitoba, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data
As published
Application id
RGPIN-2024-04883
Name nom
Wilkins, Olivia
Department département
Biological Sciences
Organization id
19
Institution établissement
University of Manitoba
Province en
Manitoba
Province fr
Manitoba
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2024
Competition year année de concours
2024
Award amount
54000
Program id
RGPIN
Program name en
Discovery Grants Program - Individual
Program name fr
Programme de subventions à la découverte - individuelles
Group en
DISCOVERY RESEARCH
Group fr
RECHERCHE AXÉE SUR LA DÉCOUVERTE
Committee code
1502
Committee name en
Biological Systems and Functions
Committee name fr
Systèmes et fonctions biologiques
Area of application code
1209
Area of application group en
Advancement of knowledge
Area of application group fr
Avancement des connaissances
Area of application en
Agriculture
Area of application fr
Agriculture
Research subject code
4900
Research subject group en
Plant and tree biology
Research subject group fr
Biologie végétale et des arbres
Research subject en
Plant and tree biology
Research subject fr
Biologie végétale et des arbres
Field of research list names en
Not available
Field of research list names fr
Non disponible
Socioeconomic objective list names en
Not available
Socioeconomic objective list names fr
Non disponible
Application title
Multi-modal prediction of gene regulation in plant stress response
Keywords
gene regulation; plant biology; drought; stress; computational biology; single cell biology; gene regulatory networks; chromatin
Application summary
The overarching goal of my research program is to determine how plants process environmental information through gene regulatory networks and ultimately to use this knowledge to enhance climate change resilience in essential agricultural crops. The specific objectives of this proposal are to characterize gene regulation at the individual cellular level during development and in the context of development-altering stress. This will involve analyses of changes in transcriptome profiles and chromatin dynamics during plant development as DNA accessibility is a requirement for gene activation. This information will provide the basis for developing computational methods for modelling gene regulatory networks. This knowledge will be used to develop key strategies for the rational modification of plant responses to environmental stressors - a challenge of critical importance for global food security.
The long-term objective of my research program is to understand how plants process environmental information through gene regulatory networks and to use this knowledge to enhance their resilience to climate change. My research program is dedicated to developing experimental methods to quantify regulatory processes in space and time, and to developing computational methods to leverage these data for GRN prediction. To advance these goals, we must define regulatory interactions associated with stress resilience, and devise systems for prioritizing regulatory interactions for genetic manipulation. I propose three short term aims that crosscut these knowledge gaps and that contribute to my long-term objective. (1) To characterize the developmental trajectories of rice leaf cells in well-watered and growth limiting drought conditions; (2) to characterize the contribution of chromatin dynamics to cell fate specification; and, (3) to predict global gene regulatory networks in cells undergoing cell fate specification.
The proposed research will directly impact our mechanistic understanding of development and how environmental stimuli influence through regulated gene expression. This knowledge will improve our understanding the biological processes driving cell fate specification which can be leveraged to for use in rational crop improvement. The knowledge and methodological advanced brought forth through the proposed work will also have broad applicability in other areas of plant and animal agriculture, environmental science, and medicine, because many key features of eukaryotic gene regulation are conserved across taxa. This program will provide high quality training to HQP in leading edge molecular and computational biology methods, that will be in-demand by employers in the public and private sectors.