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At least 1,531 records · Page 85

Deciphering The Genetic And Molecular Underpinnings Of Carbohydrate-Degrading Systems In Ruminal Bacteria

A major thrust of the DOE’s current research portfolio is to develop advanced biofuels like ethanol. In particular, 36 billion gallons of biofuels is mandated to be produced annually by 2022; 16 billion is expected to come from cellulosic material. Currently, our ethanol output is 10 billion gallons/year, primarily in the form of grain ethanol. Plant biomass contains the largest reservoir of terrestrial organic carbon in the form of cellulose, and the ability to tap into this source promises to be sustainable and renewable. However, our current ability to convert cellulose into simple sugars, which can then be fermented into ethanol, is inefficient. To address this, highly cellulolytic microbes and their enzymes must be characterized. One approach is to study microbes from natural communities proficient at degrading plant biomass. The focus of this project was to investigate microbes found within the rumen of cows, which are highly optimized for the degradation of cellulolytic material. Specifically, we studied three highly-cellulolytic bacteria including Cellulomonas gilvus, Fibrobacter succinogenes, and Ruminococcus albus. Capitalizing on their available genome sequences, we used a combination of genome-scale approaches including transcriptomics, functional genomics, and enzyme characterization to not only understand how these microbes degrade and utilize cellulose-containing plant biomass, but also for identifying novel enzymes useful for polysaccharide degradation. Importantly, our work uncovered specific novel mechanisms by which all three microbes degrade cellulose, each of which are unique within the diversity of cellulolytic bacteria. These findings help to explain the different rates at which each microbe degrades cellulose, and provides further insight into their efficiency, with F. succinogenes specializing and utilizing only cellulose, while C. gilvus and R. albus are polysaccharide generalists capable of degrading and utilizing multiple different types of sugars. Finally, our work also identified and characterized a number of novel cellulases and xylanases with synergistic properties that may be useful for industrial applications requiring degradation of plant polysaccharides. Taken together, our work not only advance our understanding of the fundamental process through which microbes deconstruct plant biomass, but also provides novel leads for industrially-attractive enzymes.

09 BIOMASS FUELS↗

Genetic Control of Flowering in Switchgrass

Objective 1. Conduct GWAS of flowering time and identify genes for control and regulation of flowering time. Two switchgrass association panels were used to complete this objective, the northern and southern panels. Together, the two panels consisted of 985 switchgrass genotypes representing 110 accessions and the entire geographic range of switchgrass in the USA. Genotyping of both panels has been completed. Paul Grabowski completed the GWAS analysis of the northern panel, discovering numerous SNP markers within putative flowering time genes that are significantly associated with flowering time phenotype. The most important of these is an ortholog of the FT gene in rice, brachypodium, and arabidopsis. The manuscript describing these results has been published. The second manuscript, involving the second panel, is still under development. Objective 2. Validate genes associated with flowering time in the segregating populations. Three switchgrass double crosses (F2s) were successfully created in October 2013, each having a sufficient number of viable seeds to generate mapping populations. Each F2 mapping population is a cross between two siblings from an F1 cross of an early-flowering upland plant (Summer) and a late-flowering lowland plant (Ellsworth). A total of 286 genotypes were evaluated at two field locations (DeKalb, IL and West Lafayette, IN). Several loci were identified as critical for regulating flowering time, including validation of loci identified from previous studies, and several that are co-located with orthologs of candidate genes involved in the circadian clock, vernalization, and floral meristem development pathways.

59 BASIC BIOLOGICAL SCIENCES↗

Editorial: Viruses, Genetic Exchange, and the Tree of Life

We live in exciting times for microbiology research. The significant technological and scientific advancements in the past decades have now enabled scientists to pursue discovery and description of novel microbial and viral linages from previously uncharted Earth habitats. Two such discoveries are particularly exciting and noteworthy in this regard. First, the discovery of the first ‘giant virus’, Acanthamoeba polyphaga mimivirus, in 2003, and several others thereafter, posed intriguing questions regarding virus origins, evolution, classification, and their place in the ‘tree of life’. Second, the discoveries of ‘Lokiarchaeota’ and several other closelyrelated archaeal members that encode several eukaryote-specific proteins challenged the threedomain canonical structure of the tree of life. These discoveries have reopened debates on central questions in evolutionary biology research such as the origin of viruses, the origin of eukaryotes, evolutionary relationship between Archaea and Eukarya, and the structure and topology of the tree of life. In this Research Topic, we received a broad range of contributions addressing these and other related questions.

59 BASIC BIOLOGICAL SCIENCES↗

Genetic tools to optimize lignocellulose conversion in anaerobic fungi and interrogate their genomes. Final Report

The project advances the development of anaerobic fungi, emerging model organisms for the deconstruction and conversion of untreated lignocellulosic feedstocks. Anaerobic fungi are native to the digestive tracts of large ruminants that are central to lignocellulose degradation, degrading more than 50% of the biomass by weight with similar efficiency regardless of lignin composition, which can inhibit other fungi.

09 BIOMASS FUELS↗

Uncovering novel sources of anthracnose resistance in populations of genetically diverse sorghums (Final Report)

Anthracnose (Colletotrichum sublineolum P. Henn., in Kabat and Bubák) is the major disease of sorghum [Sorghum bicolor (L.) Moench] in the Southeastern United States and the Caribbean, where the acreage of sorghum has been expanding rapidly in the past decade. Anthracnose resistance is the most effective and sustainable solution to ensuring sorghum biomass yield and biomass quality. During the past few years, multiple research efforts have been directed to identify new sources of resistance in the Sorghum Association Panel (SAP) and tropical germplasm, and to delimit genomic regions associated with the observed anthracnose resistant response. Nevertheless, these resistance loci only explained a limited portion of the observed variation indicating the existence of other resistance loci. This research project was directed to uncover anthracnose resistance loci present in the SAP and to validate previously identified resistance loci via introgression into susceptible sweet sorghums. In addition, U.S. National Plant Germplasm System (NPGS) tropical sorghum germplasm was evaluated to identify new sources of anthracnose resistance.

09 BIOMASS FUELS↗

Uncovering novel sources of anthracnose resistance in populations of genetically diverse sorghums Sorghum bicolor (L.) Moench

Anthracnose (Colletotrichum sublineolum P. Henn., in Kabat and Bubák) is the major disease of sorghum [ Sorghum bicolor (L.) Moench ] in the Southeastern United States and the Caribbean, where the acreage of sorghum has been expanding rapidly in the past decade. The causal pathogen of anthracnose is a hemibiotrophic fungus: after an initial invasion of live plant cells, the fungus kills the plant tissue and obtains its nutrients from the necrotic tissue. Anthracnose resistance is the most effective and sustainable solution to ensuring sorghum biomass yield and biomass quality. During the past few years, multiple research efforts have been directed to identify new sources of resistance in the Sorghum Association Panel (SAP) and tropical germplasm, and to delimit genomic regions associated with the observed anthracnose resistant response. Nevertheless, these resistance loci only explained a limited portion of the observed variation indicating the existence of other resistance loci. This research project was directed to uncover anthracnose resistance loci present in the SAP and to validate previously identified resistance loci via introgression into susceptible sweet sorghums. In addition, U.S. National Plant Germplasm System (NPGS) tropical sorghum germplasm was evaluated to identify new sources of anthracnose resistance.

59 BASIC BIOLOGICAL SCIENCES↗

Rays for Roots - Integrating Backscatter X-Ray Phenotyping, Modeling and Genetics to Increase Carbon Sequestration and Switchgrass Resource Use (Final Report)

To increase carbon (C) deposition in the soil and enhance crop resource use efficiency, characterizing root form and function is essential. Several root and soil traits have been linked to increased root-to-soil C transfer. Technology that could provide high-resolution characterization of many of these traits in field conditions would revolutionize our ability to study and understand how to increase C sequestration. In this effort, we developed an initial early prototype backscatter X-ray system for non-destructive imaging of root traits. We collected initial backscatter X-ray data in field and lab settings and carried out early analysis of these data. Along with this prototype, we also developed a suite of root phenotyping approaches including advanced minirhizotron image analysis, soil core imaging, and mesocosm imaging. Minirhizotron (MR) tubes are clear tubes inserted into the soil in the field and used to image roots and the surrounding soil. Our team has developed deep learning-based methods that can segment roots from soil that can learn from imprecise image-level labels. The ability to learn or fine-tune our deep learning algorithms from image-level labels allows easier and faster application of these approaches to new locations and new plant species. We have successfully implemented and applied our MR analysis approaches to thousands of switchgrass MR images collected across geographical regions. An advantage of MR imaging is the ability to collect root and soil images over time. Our soil core analysis included collecting hundreds of soil core samples from harvested switchgrass fields and imaging these cores with both X-ray CT and backscatter X-ray imaging. Initial segmentation approaches for the X-ray CT images of these cores have been developed and applied. An advantage of soil core analysis is that it preserves the three-dimensional structures of the roots and soil in the core collected. Our group also developed photogrammetry-based mesocosm root imaging and phenotyping approaches. In this approach, a plant was grown in a large mesocosm with a three-dimensional grid of thin supporting lines inserted throughout the mesocosm. After the plant (and, correspondingly, the root architecture is grown and established) the soil media was removed and the supporting lines approximately preserved the three-dimensional root architecture. Then, we applied photogrammetry techniques to create a three-dimensional digital representation of the root architecture for which we developed analysis algorithms including skeletonization. We carried out our phenotyping development with powerful switchgrass resources and physiological and agroecosystem modeling to deliver novel technology. This project contributes to multiple ARPA-E missions including reduction of foreign imports of energy, reduction of energy-related emissions including greenhouse gases, and ensuring that the United States maintains a technological lead in developing and deploying advanced energy technology. Furthermore, the developed tools could transform public and private plant breeding and could be broadly applicable to other crops and, potentially, other application areas. Our team of engineers, plant and soil scientists, and modelers i) developed an early prototype backscatter X-ray platform that can operate in field conditions; ii) developed a suite of root phenotyping and characterization approaches as described above; iii) developed and carried out plant biology and physiology roots studies and; iv) developed and implemented mechanistic physiological modeling.

42 ENGINEERING↗