Cassandria Geraldine Tay Fernandez

Ms. Cassandria Geraldine Tay Fernandez

orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

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

Representative Publications

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27 July 2022 in Plants
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Journal Article
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JPJakob Petereit
Jakob Petereit
Philipp BayerPhilipp Bayer
Philipp Bayer
WTWilliam Thomas
William Thomas
CFCassandria Geraldine Tay Fernandez
Cassandria Geraldine Tay Fernandez
JAJunrey Amas
Junrey Amas
DEDavid Edwards
David Edwards
During crop domestication and breeding, wild plant species have been shaped into modern high-yield crops and adapted to the main agro-ecological regions. However, climate change will impact crop productivity in these regions, and agriculture needs to adapt to support future food production. On a global scale, crop wild relatives grow in more diverse environments than crop species, and so may host genes that could support the adaptation of crops to new and variable environments. Through identification of individuals with increased climate resilience we may gain a greater understanding of the genomic basis for this resilience and transfer this to crops. Pangenome analysis can help to identify the genes underlying stress responses in individuals harbouring untapped genomic diversity in crop wild relatives. The information gained from the analysis of these pangenomes can then be applied towards breeding climate resilience into existing crops or to re-domesticating crops, combining environmental adaptation traits with crop productivity.

17 October 2022 in Plants
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Journal Article
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JZJaco Daniel Zandberg
Jaco Daniel Zandberg
CFCassandria Geraldine Tay Fernandez
Cassandria Geraldine Tay Fernandez
MDMonica Furaste Danilevicz
Monica Furaste Danilevicz
WTWilliam Thomas
William Thomas
DEDavid Edwards
David Edwards
Jacqueline BatleyJacqueline Batley
Jacqueline Batley
The global demand for oilseeds is increasing along with the human population. The family of Brassicaceae crops are no exception, typically harvested as a valuable source of oil, rich in beneficial molecules important for human health. The global capacity for improving Brassica yield has steadily risen over the last 50 years, with the major crop Brassica napus (rapeseed, canola) production increasing to ~72 Gt in 2020. In contrast, the production of Brassica mustard crops has fluctuated, rarely improving in farming efficiency. The drastic increase in global yield of B. napus is largely due to the demand for a stable source of cooking oil. Furthermore, with the adoption of highly efficient farming techniques, yield enhancement programs, breeding programs, the integration of high-throughput phenotyping technology and establishing the underlying genetics, B. napus yields have increased by >450 fold since 1978. Yield stability has been improved with new management strategies targeting diseases and pests, as well as by understanding the complex interaction of environment, phenotype and genotype. This review assesses the global yield and yield stability of agriculturally important oilseed Brassica species and discusses how contemporary farming and genetic techniques have driven improvements.

28 September 2020 in Agronomy
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Journal Article
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CMClementine Merce
Clementine Merce
Philipp BayerPhilipp Bayer
Philipp Bayer
CFCassandria Geraldine Tay Fernandez
Cassandria Geraldine Tay Fernandez
Jacqueline BatleyJacqueline Batley
Jacqueline Batley
DEDavid Edwards
David Edwards
The methylation of gene promoters is an epigenetic process that can have a major impact on plant phenotypes through its control of gene expression. This phenomenon can be observed as a response to stress, such as drought, cold/heat stress or pathogen infection. The transgenerational heritability of DNA methylation marks could enable breeders to fix beneficial methylation patterns in crops over successive generations. These properties of DNA methylation, its impact on the phenotype and its heritability, could be used to support the accelerated breeding of improved crop varieties. Induced DNA methylation has the potential to complement the existing plant breeding process, supporting the introduction of desirable characteristics in crops within a single generation that persist in its progeny. Therefore, it is important to understand the underlying mechanisms involved in the regulation of gene expression through DNA methylation and to develop methods for precisely modulating methylation patterns for crop improvement. Here we describe the currently available epigenetic editing tools and their advantages and limitations in the domain of crop breeding. Finally, we discuss the biological and legislative limitations currently restricting the development of epigenetic modification as a crop improvement tool.

Verified
Journal Article
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CFCassandria Geraldine Tay Fernandez
Cassandria Geraldine Tay Fernandez
BNBenjamin John Nestor
Benjamin John Nestor
MDMonica Furaste Danilevicz
Monica Furaste Danilevicz
MGMitchell Gill
Mitchell Gill
JPJakob Petereit
Jakob Petereit
DEDavid Edwards
David Edwards
Pangenomes are a rich resource to examine the genomic variation observed within a species or genera, supporting population genetics studies, with applications for the improvement of crop traits. Major crop species such as maize (Zea mays), rice (Oryza sativa), Brassica (Brassica spp.), and soybean (Glycine max) have had pangenomes constructed and released, and this has led to the discovery of valuable genes associated with disease resistance and yield components. However, pangenome data are not available for many less prominent crop species that are currently under-utilised. Despite many under-utilised species being important food sources in regional populations, the scarcity of genomic data for these species hinders their improvement. Here, we assess several under-utilised crops and review the pangenome approaches that could be used to build resources for their improvement. Many of these under-utilised crops are cultivated in arid or semi-arid environments, suggesting that novel genes related to drought tolerance may be identified and used for introgression into related major crop species. In addition, we discuss how previously collected data could be used to enrich pangenome functional analysis in genome-wide association studies (GWAS) based on studies in major crops. Considering the technological advances in genome sequencing, pangenome references for under-utilised species are becoming more obtainable, offering the opportunity to identify novel genes related to agro-morphological traits in these species.

Verified
Journal Article
Open access
PDF file
CFCassandria Geraldine Tay Fernandez
Cassandria Geraldine Tay Fernandez
BNBenjamin John Nestor
Benjamin John Nestor
MDMonica Furaste Danilevicz
Monica Furaste Danilevicz
JMJacob I. Marsh
Jacob I. Marsh
JPJakob Petereit
Jakob Petereit
DEDavid Edwards
David Edwards
Pangenomes aim to represent the complete repertoire of the genome diversity present within a species or cohort of species, capturing the genomic structural variance between individuals. This genomic information coupled with phenotypic data can be applied to identify genes and alleles involved with abiotic stress tolerance, disease resistance, and other desirable traits. The characterisation of novel structural variants from pangenomes can support genome editing approaches such as Clustered Regularly Interspaced Short Palindromic Repeats and CRISPR associated protein Cas (CRISPR-Cas), providing functional information on gene sequences and new target sites in variant-specific genes with increased efficiency. This review discusses the application of pangenomes in genome editing and crop improvement, focusing on the potential of pangenomes to accurately identify target genes for CRISPR-Cas editing of plant genomes while avoiding adverse off-target effects. We consider the limitations of applying CRISPR-Cas editing with pangenome references and potential solutions to overcome these limitations.

10 October 2023 in Genetica
Verified
Journal Article
Open access
PDF file
BNBenjamin John Nestor
Benjamin John Nestor
Philipp BayerPhilipp Bayer
Philipp Bayer
CFCassandria Geraldine Tay Fernandez
Cassandria Geraldine Tay Fernandez
DEDavid Edwards
David Edwards
PFPatrick M. Finnegan
Patrick M. Finnegan
Identifying homologs is an important process in the analysis of genetic patterns underlying traits and evolutionary relationships among species. Analysis of gene families is often used to form and support hypotheses on genetic patterns such as gene presence, absence, or functional divergence which underlie traits examined in functional studies. These analyses often require precise identification of all members in a targeted gene family. Manual pipelines where homology search and orthology assignment tools are used separately are the most common approach for identifying small gene families where accurate identification of all members is important. The ability to curate sequences between steps in manual pipelines allows for simple and precise identification of all possible gene family members. However, the validity of such manual pipeline analyses is often decreased by inappropriate approaches to homology searches including too relaxed or stringent statistical thresholds, inappropriate query sequences, homology classification based on sequence similarity alone, and low-quality proteome or genome sequences. In this article, we propose several approaches to mitigate these issues and allow for precise identification of gene family members and support for hypotheses linking genetic patterns to functional traits.