Heterosis, or hybrid vigor, refers to the phenomenon in which F1 offspring of two genetically distinct parental lines exhibit phenotypes outside the range of its parents. Agricultural breeding programs commonly utilize heterosis to enhance yield, disease resistance, and other desirable traits in both crops and livestock, despite the labor-intensive field tests required for hybrid breeding programs. Despite its importance, the mechanisms by which genetic variation between two parents combine to produce non-additive phenotypes in hybrids remain unclear. To identify molecular components that may contribute to heterosis, we analyzed paired proteomic and transcriptomic data from leaf tissue of maize hybrids and their inbred parents. Expression levels of plastid proteins involved in translation and photosynthesis were increased in seedling leaf tissue of hybrids relative to mid-parent and were positively correlated with heterosis levels in adult plants. Conversely, levels of proteins involved in stress responses were reduced in seedling leaf tissue of hybrids relative to mid-parent and were negatively correlated with heterosis levels in adult plants. An ethylene biosynthesis mutant copied the hybrid proteome, indicating that the most of the altered protein levels in hybrids are downstream of the reduction in ethylene biosynthesis. Protein expression patterns across the developmental gradient of hybrid leaves were altered in comparison to the inbred parents. Proteins involved in photosynthesis and translation were reduced in the basal zone of the leaf but increased in the mature zone. This suggests that hybrids have more precisely controlled expression patterns across the developmental gradient which could contribute to their greater fitness. The same expression patterns were observed in the ethylene mutant, indicating that reduced ethylene biosynthesis largely mediates the developmental differences between hybrids and inbreds.
Study of the regulation and location of the protein products of genes is essential for understanding the phenotype of the organism. The quantitative and qualitative control of protein production, as well as post-translational modification and subcellular localization of the protein, in part determine the effect of a gene on a biological system. As it becomes more apparent that complex traits are controlled by effects from many loci, it has become more imperative that we seek a proteome-wide understanding of protein regulation and localization. The proteomes of four maize subcellular organelles were characterized by comparison to their source tissues, defining both organelle-enriched and depleted protein sets. High confidence localizations to organelle were obtained for plasma membranes (2154), mitochondria (1079), glyoxysomes (461), and plastids (539). Many cases of localization were novel or revised existing annotations, including that of nearly 40% of localized maize classical genes. Many proteins localized to multiple compartments, including a large overlap between mitochondrial and chloroplast proteins, whereas few proteins were shared between the chloroplast and non-mitochondrial organelles. A machine learning approach was used to identify the expressible gene sets of sorghum and gene set annotations from versions 2 and 4 of the maize genome. These gene sets were identified by a classifier trained using only DNA methylation data as model features. Synteny was leveraged to identify species-specific expressible genes, revealing enrichment of biotic and abiotic stress-associated genes in the species-specific pools. Expressible gene sets also provide evidence for express-ability of gene models absent from the maize version 2 annotated filtered gene set or the maize version 4 annotated gene set.
Maize is a major staple food crop with important agricultural and agronomic impact worldwide. However, fungi of the genus Fusarium can cause diseases in maize, resulting in significant economic losses. Immunity requires both transcriptional and translational regulation for an effective defense response. To investigate how fungal challenge affects maize, we generated RNA-Seq and proteomics data from plants that had been challenged with heat-killed Fusarium venenatum hyphae over a ten-point time course. Our findings indicated that maize can exhibit different transcriptional and translational responses to fungal elicitation. Weighted gene co-expression network analysis (WGCNA) resulted in identification of a module in which RNA does not change over time and protein abundance increases, providing examples of translational re-programming in maize. GO analysis on the genes in this module revealed enrichment for protein modifications and vesicle-mediated transport. Performing WGCNA on the fold change rank orders yielded four main patterns of RNA and protein expression. In the largest rank-order module, RNA and protein abundance both decreased over time; this module was most enriched for genes involved in plant development, providing evidence for the shift from growth towards defense. The next three largest modules exhibited increasing protein abundance, and were enriched for genes involved in ubiquitination and responses to stimuli, which are all involved in defense. Surprisingly, about 15% of detected genes are in Module 2 and tend to have decreasing RNA expression and increasing protein abundance. Transcriptional and proteomic analyses will promote greater understanding of the complex regulation of the plant response to pathogen challenge.
Heterosis is a crucial facet of evolution that produces higher quality, healthier, and more resistant offspring relative to parents. Conversely, inbreeding depression is the lack of vigor because of overexpressing harmful or detrimental traits. Heterosis is a fairly unexplored field in biology, and much is still unknown regarding the effects of heterosis on the maize embryo and its implications for many metabolic pathways that occur there. In Vivo research on the proteomic effects of heterosis in Zea mays (maize) embryos will contribute to an increased knowledge of heterosis in Maize embryos. Improved heterosis of maize can lead to increased food production, more extensive livestock health, and fuel ethanol production. My thesis sought to identify which protein levels in the maize embryo are elevated or decreased and the potential role of these proteins in heterosis. We identified that levels of histone linker 1 (H1) and several enzymes involved with lipid biosynthesis are elevated in the hybrid. This finding suggests that hybrids may experience reduced stress by lowering the expression levels of transposable elements. Furthermore, levels of glutathione S-transferase and hsp60 proteins were reduced in the hybrid embryo, indicating lower levels of metabolic stress. By identifying protein groups and individual proteins that were not expressed at midparent levels, we identified metabolic pathways that are affected by heterosis, which contributes to a deeper understanding of the mechanism of heterosis in maize embryos.
Veterans returning from deployment in the Middle East have displayed chronic asthmatic-like symptoms after exposure to burn pits and sandstorms. These soldiers also encounter stressful environments during deployment, introducing another factor that could alter their immune response. In this thesis, we have investigated the impact of acute stress on lung inflammation in murine models, focusing on the role of innate lymphoid cells (ILCs) during exposure to the allergen Alternaria alternata (Alt) and burn pit constituents (BPCs) which include dioxins, hydrocarbons, and particulate matter. Our previous studies have shown that combinatory exposure to Alt and BPCs induces a mixed type 2 and non-type 2 inflammatory response, characterized by increased neutrophilia and a shift from ILC2 to ILC1-like populations. Single-cell RNA sequencing (scRNA-seq) of lung samples showed upregulation of neutrophilia-associated genes and stress-related genes in ILCs from Alt+BPC-challenged mice, indicating that stress exacerbates inflammatory responses. Here, we present a novel model to reflect an acute stress event followed by inhalation of BPCs or Alt focusing on analysis of lung granulocytes and innate lymphoid cells. Results indicated a significant decrease in different ILC subpopulations of stressed mice after either allergen or BPC exposure. This decline reflects reduced neutrophilia in non-type 2 inflammation and trending decreases in eosinophilia in type 2 inflammation. This study concludes that acute stress alters the immune response to lung inflammation. These findings suggest that stress, combined with BPC exposure, might contribute to the respiratory issues observed in exposed military personnel.
We performed large-scale, quantitative analyses of the maize (Zea mays) leaf proteome and phosphoproteome at four developmental stages. Exploiting the developmental gradient of maize leaves, we analyzed protein and phosphoprotein abundance as maize leaves transition from proliferative cell division to differentiation to cell expansion and compared these developing zones to one another and the mature leaf blade. Comparison of the proteomes and phosphoproteomes suggests a key role for posttranslational regulation in developmental transitions. Analysis of proteins with cell wall- and hormone-related functions illustrates the utility of the data set and provides further insight into maize leaf development. We compare phosphorylation sites identified here to those previously identified in Arabidopsis thaliana. We also discuss instances where comparison of phosphorylated and unmodified peptides from a particular protein indicates tissue-specific phosphorylation. For example, comparison of unmodified and phosphorylated forms of PINFORMED1 (PIN1) suggests a tissue-specific difference in phosphorylation, which correlates with changes in PIN1 polarization in epidermal cells during development. Together, our data provide insights into regulatory processes underlying maize leaf development and provide a community resource cataloging the abundance and phosphorylation status of thousands of maize proteins at four leaf developmental stages.
Aphids are sap-feeding plant pests and harbor the endosymbiont Buchnera aphidicola, which is essential for their fecundity and survival. During plant penetration and feeding, aphids secrete saliva that contains proteins predicted to alter plant defenses and metabolism. Plants recognize microbe-associated molecular patterns and induce pattern-triggered immunity (PTI). No aphid-associated molecular pattern has yet been identified. By mass spectrometry, we identified in saliva from potato aphids (Macrosiphum euphorbiae) 105 proteins, some of which originated from Buchnera, including the chaperonin GroEL. Because GroEL is a widely conserved bacterial protein with an essential function, we tested its role in PTI. Applying or infiltrating GroEL onto Arabidopsis (Arabidopsis thaliana) leaves induced oxidative burst and expression of PTI early marker genes. These GroEL-induced defense responses required the known coreceptor BRASSINOSTEROID INSENSITIVE 1-ASSOCIATED RECEPTOR KINASE 1. In addition, in transgenic Arabidopsis plants, inducible expression of groEL activated PTI marker gene expression. Moreover, Arabidopsis plants expressing groEL displayed reduced fecundity of the green peach aphid (Myzus persicae), indicating enhanced resistance against aphids. Furthermore, delivery of GroEL into tomato (Solanum lycopersicum) or Arabidopsis through Pseudomonas fluorescens, engineered to express the type III secretion system, also reduced potato aphid and green peach aphid fecundity, respectively. Collectively our data indicate that GroEL is a molecular pattern that triggers PTI.
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