The inclusion of exotic germplasm serves as a crucial means to enhance allelic and
consequently phenotypic diversity in inbred crop species. Such species have experienced a reduction in diversity due to artificial selection focused on a limited set of traits. The natural biodiversity within ecosystems presents an opportunity to explore various traits influencing plant survival, reproductive fitness and yield potential. In agricultural research, the study of wild species closely related to cultivated plants serves as a means to comprehend the genetic foundations of past domestication events and the polymorphisms essential for future breeding efforts to develop superior varieties. In order to examine the metabolic composition, pinpoint quantitative trait loci (QTL) and facilitate their resolution an extensive large-scale analysis of metabolic QTL (mQTL) was conducted on tomato backcross inbred lines (BILs) derived from a cross between the wild species S. pennellii (5240) incorporated into the background of S. lycopersicum cv. LEA determinate inbred which can be grown in open fields and cv. TOP indeterminate which can be grown in greenhouse conditions. A large number of mQTL associated with primary secondary and lipid metabolism in fruit were identified across the two BIL populations. Epistasis, the interactions between genes at different loci, has been an interest in molecular and quantitative genetics for many decades. The study of epistasis requires the analysis of very large populations with multiple independent genotypes that carry specific genomic regions. In order to understand the genetic basis of tomato fruit metabolism, I extended the work to investigate epistatic interactions of the genomic regions. In addition, two candidate genes were identified through quantitative trait loci underlying fruit-specific sucrose and jasmonic acid derivatives. Finally, in this study, I assessed the genetic framework of fruit metabolic traits with a high level of detail, utilizing the newly created Solanum pennellii (5240) backcrossed introgression lines (n=3000). This investigation resulted in the discovery of promising candidate loci associated with significant fruit quality traits, including those to the abundance of glutamic acid and aspartic acid crucial elements contributing to the development of acidity and flavors.
Current attempts to prevent and manage type 2 diabetes have been moderately effective, and a better understanding of the molecular roots of this complex disease is important to develop more successful and precise treatment options.
Recently, we initiated the collective diabetes cross, where four mouse inbred strains differing in their diabetes susceptibility were crossed with the obese and diabetes-prone NZO strain and identified the quantitative trait loci (QTL) Nidd13/NZO, a genomic region on chromosome 13 that correlates with hyperglycemia in NZO allele carriers compared to B6 controls.
Subsequent analysis of the critical region, harboring 644 genes, included expression studies in pancreatic islets of congenic Nidd13/NZO mice, integration of single-cell data from parental NZO and B6 islets as well as haplotype analysis.
Finally, of the five genes (Acot12, S100z, Ankrd55, Rnf180, and Iqgap2) within the polymorphic haplotype block that are differently expressed in islets of B6 compared to NZO mice, we identified the calcium-binding protein S100z gene to affect islet cell proliferation as well as apoptosis when overexpressed in MINE cells. In summary, we define S100z as the most striking gene to be causal for the diabetes QTL Nidd13/NZO by affecting beta-cell proliferation and apoptosis. Thus, S100z is an entirely novel diabetes gene regulating islet cell function.
Nob1 (New Zealand obese 1) bezeichnet einen Adipositas-QTL auf Chr. 5 der Maus (LODBMI >3,3), der in einem Rückkreuzungsexperiment der Mausstämme NZO (adipös) und SJL (schlank) identifiziert wurde. Um Kandidatengene für Adipositas zu finden, wurden mehr als 300 Nob1-Transkripte mit Hilfe von Genexpressionsanalysen auf Unterschiede in stoffwechselrelevanten Geweben zwischen beiden Mausstämmen untersucht. Sieben Gene zeigten eine differentielle Expression: 2310045A20Rik, Tbc1d1, Ppp1cb, Mll5, Insig1, Abhd1 und Alox5ap. Die codierenden Bereiche dieser Gene wurden anschließend auf Sequenzunterschiede zwischen NZO und SJL untersucht. Nur im Gen Tbc1d1, das im Peak-Bereich des Nob1 lokalisiert ist, wurde eine SJL-spezifische Deletion von sieben Basen detektiert, die zu einer Leserasterverschiebung und einem vorzeitigen Abbruch des Proteins in der funktionellen Rab-GAP-Domäne führt (Loss-of-Function-Mutation). Interessanterweise wurde eine Variante von TBC1D1 (R125W) in Kopplungsanalysen mit Adipositas beim Menschen assoziiert (Stone et al., 2006). TBC1D1 zeigt eine hohe Homologie zu TBC1D4 (AS160), das im Insulinsignalweg eine wichtige Rolle spielt. In 17 weiteren Genen im Peak-Bereich des Nob1 wurde keine weitere SJL-spezifischen Mutation detektiert. Bei NZO-Tieren erfolgte die Tbc1d1-mRNA-Expression vorwiegend in glycolytischen Fasern des Skelettmuskels. Zudem wurden zwei gewebsspezifisch exprimierte Tbc1d1-Isoformen identifiziert, die sich durch alternatives Splicen der Exone 12 und 13 unterscheiden. Die im Rahmen dieser Arbeit gefundenen Ergebnisse machen Tbc1d1 zu einem plausiblen Kandidatengen für den Nob1-QTL. Welche Funktion Tbc1d1 im Glucose- und Fettstoffwechsel des Skelettmuskels hat, muss in weiteren Analysen untersucht werden.
Maize is the cereal crop with the highest production worldwide, and its oil is a key energy resource. Improving the quantity and quality of maize oil requires a better understanding of lipid metabolism. To predict the function of maize genes involved in lipid biosynthesis, we assembled transcriptomic and lipidomic data sets from leaves of B73 and the high-oil line By804 in two distinct time-series experiments. The integrative analysis based on high-dimensional regularized regression yielded lipid-transcript associations indirectly validated by Gene Ontology and promoter motif enrichment analyses. The co-localization of lipid-transcript associations using the genetic mapping of lipid traits in leaves and seedlings of a B73 x By804 recombinant inbred line population uncovered 323 genes involved in the metabolism of phospholipids, galactolipids, sulfolipids and glycerolipids. The resulting association network further supported the involvement of 50 gene candidates in modulating levels of representatives from multiple acyl-lipid classes. Therefore, the proposed approach provides high-confidence candidates for experimental testing in maize and model plant species.