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  4. Defining Genetic and environmental determinants of elemental homeostasis in maize (Zea mays L.): A genome-wide association study of elemental composition of maize grain

Defining Genetic and environmental determinants of elemental homeostasis in maize (Zea mays L.): A genome-wide association study of elemental composition of maize grain

File(s)
Kear_cornellgrad_0058F_11094.pdf (9.65 MB)
Permanent Link(s)
https://doi.org/10.7298/X42805VX
https://hdl.handle.net/1813/59640
Collections
Cornell Theses and Dissertations
Author
Kear, Philip James
Abstract

Dissolved minerals are absorbed by plants from the soil or other sources, incorporated into seeds, leaves and other tissues that are then consumed by animals and humans, which carry those nutrients up the food chain. Plant-absorbed minerals form the source of 22 elements required by the human body for proper functionality, whether eaten directly or through meat consumption. The proportion of a plant or other organism that forms the inorganic mineral and trace elements is defined as the ionome. Study of the ionome has the potential to affect a wide range of agronomically pertinent areas affecting agriculture and society, including nutrient-use efficiency, toxicology, bio-fortification, bio-availability, bio-remediation and mitigation of toxic metals in the crops we consume. Maize is a model species, well suited to ionomic studies because of the high diversity in genic regions, but is also the most widely grown staple food crop on the planet with significant cultivation on every continent except Antarctica. Maize also provides a diverse collection of germplasm with the feasibility of creating segregating progenies and immortal genotypes through self-fertilization. This dissertation investigates the dynamic nature of field-based maize kernel concentrations of 20 elements in order to simulate ‘real-world’ situations experienced by plants grown as food, but also to reflect a plant’s necessarily complex genetic adaptation to environments. This study utilized both linkage and association mapping on multiple populations, benefiting from advantageous population design and genetic architecture. Analysis across different populations discovered significant genomic regions that co-localized with known and novel candidate genes. For all 20 elements, significant regions were most frequently found in single field locations, ranging between 219 and 7240 regions per element across locations collectively. Nevertheless, some of these regions were discovered in two or more field environments. The occurrence of significant regions found in two or more locations ranged between 19 and 25. Two additional populations provided nearly isogenic backgrounds to investigate regions found to be significant in previous studies. Specifically, these populations provide evidence for the discovery of a cadmium regulator explaining about 23mg/kg difference between haplotypes, localized to a region of chromosome 2. The results from these studies are anticipated to contribute to the understanding of gene action across environments and provide a rich resource for the identification of genes driving elemental accumulation in maize grain, which can be used to create new varieties better suited to feed our changing world.

Date Issued
2018-08-30
Keywords
Biology
•
Genetics
•
genome-wide association study
•
ionomics
•
joint-linkage mapping
•
maize diversity panel
•
maize nearly isogenic lines
•
Zea mays
•
Plant sciences
Committee Chair
Smith Einarson, Margaret Elizabeth
Committee Member
Coffman, W Ronnie
Li, Li
Hoekenga, Owen
Degree Discipline
Plant Breeding
Degree Name
Ph. D., Plant Breeding
Degree Level
Doctor of Philosophy
Type
dissertation or thesis

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