Rajagopal Subramaniam

Dr. Rajagopal Subramaniam


Research Focus & Metrics

Academic Career Length

16Years (2011-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
29 September 2011 in PLOS Pathogens
Verified
Journal Article
Open access
PDF file
CNCharles G. Nasmith
Charles G. Nasmith
SWSean Walkowiak
Sean Walkowiak
LWLi Wang
Li Wang
WLWinnie W. Y. Leung
Winnie W. Y. Leung
YGYunchen Gong
Yunchen Gong
RSRajagopal Subramaniam
Rajagopal Subramaniam
In F. graminearum, the transcriptional regulator Tri6 is encoded within the trichothecene gene cluster and regulates genes involved in the biosynthesis of the secondary metabolite deoxynivalenol (DON). The Tri6 protein with its Cys2His2 zinc-finger may also conform to the class of global transcription regulators. This class of global transcriptional regulators mediate various environmental cues and generally responds to the demands of cellular metabolism. To address this issue directly, we sought to find gene targets of Tri6 in F. graminearum grown in optimal nutrient conditions. Chromatin immunoprecipitation followed by Illumina sequencing (ChIP-Seq) revealed that in addition to identifying six genes within the trichothecene gene cluster, Tri1, Tri3, Tri6, Tri7, Tri12 and Tri14, the ChIP-Seq also identified 192 additional targets potentially regulated by Tri6. Functional classification revealed that, among the annotated genes, ∼40% are associated with cellular metabolism and transport and the rest of the target genes fall into the category of signal transduction and gene expression regulation. ChIP-Seq data also revealed Tri6 has the highest affinity toward its own promoter, suggesting that this gene could be subject to self-regulation. Electro mobility shift assays (EMSA) performed on the promoter of Tri6 with purified Tri6 protein identified a minimum binding motif of GTGA repeats as a consensus sequence. Finally, expression profiling of F. graminearum grown under nitrogen-limiting conditions revealed that 49 out of 198 target genes are differentially regulated by Tri6. The identification of potential new targets together with deciphering novel binding sites for Tri6, casts new light into the role of this transcriptional regulator in the overall growth and development of F. graminearum. Our knowledge of mechanisms involved in the activation and biosynthesis of DON comes largely from in vitro culture studies. Cumulated knowledge suggests that the physiological status of the fungus and the availability of nutrients are the main determining factors for DON production. Integration of various environmental cues to coordinate expression of secondary metabolic genes is thought to be mediated by a combination of global and pathway-specific transcription factors. While the global transcriptional factors respond to broad range of environmental cues such as the availability of carbon and nitrogen, the pathway-specific transcriptional factors regulate genes within a gene cluster. In F. graminearum, the transcriptional regulator Tri6 is encoded within the trichothecene gene cluster and regulates genes involved in the synthesis and transport of DON. In this report, we utilized ChIP-Seq to demonstrate that Tri6 can potentially bind to promoters and regulate genes not involved in the synthesis of DON and furthermore, many of these non-trichothecene genes are involved in various aspects of cellular metabolism, including transport and energy. Expression profiling revealed that many of the target genes are differentially regulated by Tri6, thus validating our hypothesis that Tri6 is a global regulator involved in cellular metabolism.

25 June 2019 in mBio
Verified
Journal Article
Open access
PDF file
CMChristopher Mogg
Christopher Mogg
CBChristopher Bonner
Christopher Bonner
LWLi Wang
Li Wang
JSJohann Schernthaner
Johann Schernthaner
MSMyron Smith
Myron Smith
RSRajagopal Subramaniam
Rajagopal Subramaniam
Fusarium head blight caused by the fungal pathogen Fusarium graminearum is a devastating disease of cereal crops worldwide, with limited effective chemical treatments available. Here we show that the natural alkaloid compound antofine can inhibit fusarium head blight in wheat. Using yeast genomic screening, we identified the TOR pathway component RRD2 as a target of antofine that is also required for F. graminearum pathogenicity.

18 April 2013 in Toxins
Verified
Journal Article
Open access
PDF file
RSRajagopal Subramaniam
Rajagopal Subramaniam
CRChristof Rampitsch
Christof Rampitsch
Systems biology is a scientific approach that integrates many scientific disciplines to develop a comprehensive understanding of biological phenomena, thus allowing the prediction and accurate simulation of complex biological behaviors. It may be presumptuous to write about toxin regulation at the level of systems biology, but the last decade of research is leading us closer than ever to this approach. Past research has delineated multiple levels of regulation in the pathways leading to the biosynthesis of secondary metabolites, including mycotoxins. At the top of this hierarchy, the global or master transcriptional regulators perceive various environmental cues such as climatic conditions, the availability of nutrients, and the developmental stages of the organism. Information accumulated from various inputs is integrated through a complex web of signalling networks to generate the eventual outcome. This review will focus on adapting techniques such as chemical and other genetic tools available in the model system Saccharomyces cerevisiae, to disentangle the various biological networks involved in the biosynthesis of mycotoxins in the Fusarium spp.

1 January 2011 in Plant Breeding and Seed Science
Verified
Journal Article
Open access
CRChristof Rampitsch
Christof Rampitsch
WLWinnie Leung
Winnie Leung
BBBarbara Blackwell
Barbara Blackwell
RSRajagopal Subramaniam
Rajagopal Subramaniam

12 March 2018 in Canadian Journal of Plant Pathology
Verified
Journal Article
Closed access
AMArmand Mirmiran
Armand Mirmiran
DDDarrell Desveaux
Darrell Desveaux
RSRajagopal Subramaniam
Rajagopal Subramaniam
Protein interaction networks provide invaluable information on the complexity of biological pathways within organisms. They not only allow for key proteins to be identified within the network but also allow us to identify groups of closely associated proteins with common biological functions. These properties allow for a better understanding of the protein organization in a cell, and the specific interactions within individual biological processes provide a tool to predict functions of unknown proteins. Given the significant amount of time and cost associated with producing protein interaction networks, the majority of them have been generated for model organisms. For other organisms, protein interactions are predicted based on previously existing networks using Interolog and large-scale gene expression databases. Although these predicted networks are valuable, they can only provide information on proteins shared across species, such as those responsible for primary metabolism. As such, networks of unique secondary metabolism pathways, such as the biosynthesis of deoxynivalenol (DON) in Fusarium graminearum, cannot be extrapolated using existing resources in other organisms. Therefore, we propose a Fusarium Network of Trichothecene Associated Proteins (FuNTAP) based on yeast two-hybrid interactions of proteins that are differentially expressed under DON inducing conditions. FuNTAP should allow a characterization of the metabolic pathway by which this important metabolite is synthesized without recourse to predictions based on earlier model interactomes.