GLBRC Data Sets
Highlighted below are a variety of published studies that include data sets that might be of interest to the scientific community and have been deposited in online data repositories. Only data sets published in GLBRC-approved repositories following the FAIR Guiding Principles are highlighted. More information can be found on our guidelines page.
Metabolic Modeling Provides a Roadmap to Optimize Bioproduct Yield from Deconstructed Lignin Aromatics by Novosphingobium aromaticivorans
A. M. Linz et al. "iNovo479: Metabolic Modeling Provides a Roadmap to Optimize Bioproduct Yield from Deconstructed Lignin Aromatics by Novosphingobium aromaticivorans" Metabolites 12 (2022) [DOI: 10.3390/metabo12040366]
In this work, we built a genome-scale metabolic model of N. aromaticivorans, iNovo479, to guide the engineering of strains for aromatic conversion into products. iNovo479 predicted product yields from single or multiple aromatics, and the impact of combinations of aromatic and non-aromatic substrates on product yields.
Land-based climate solutions for the United States
G.P. Robertson et al. "Land-based climate solutions for the United States" Global Change Biology 28 (2022) [DOI: 10.1111/gcb.16267]
We detail a simplified scenario for the United States that illustrates the benefits of combining approaches. We assign a portion of non-forested former cropland to bioenergy sufficient to meet projected mid-century transportation needs, with the remainder assigned to nature-based solutions such as reforestation.
Identification and characterization of a set of monocot BAHD monolignol transferases
R.A. Smith et al. "Identification and characterization of a set of monocot BAHD monolignol transferases" Plant Physiology (2022) [DOI: 10.1093/plphys/kiac035]
We identified putative FMT and PMT enzymes in sorghum (Sorghum bicolor) and switchgrass (Panicum virgatum) and have compared their activities to those of known monolignol transferases. The putative FMT enzymes produced both monolignol ferulate and monolignol p-coumarate conjugates, whereas the putative PMT enzymes produced monolignol p-coumarate conjugates.
Rapid Targeted Quantitation of Protein Overexpression with Direct Infusion Shotgun Proteome Analysis (DISPA-PRM)
E.A. Trujillo et al. "Rapid Targeted Quantitation of Protein Overexpression with Direct Infusion Shotgun Proteome Analysis (DISPA-PRM)" Analytical Chemistry 94 (2022) [DOI: 10.1021/acs.analchem.1c03243]
To achieve rapid and high-throughput targeted methods, here we show that nLC separations can be eliminated and replaced with direct infusion shotgun proteome analysis (DISPA) using high-field asymmetric waveform ion mobility spectrometry (FAIMS) with PRM.
Comparative functional genomics identifies an iron-limited bottleneck in a Saccharomyces cerevisiae strain with a cytosolic-localized isobutanol pathway
F.V. Gambacorta et al. "Comparative functional genomics identifies an iron-limited bottleneck in a Saccharomyces cerevisiae strain with a cytosolic-localized isobutanol pathway" Synthetic and Systems Biotechnology 7 (2022) [DOI: 10.1016/j.synbio.2022.02.007]
Here, we explore how two of these strategies, pathway re-localization and redox cofactor-balancing, affect the performance and physiology of isobutanol producing strains. We equipped yeast with isobutanol cassettes which had either a mitochondrial or cytosolic localized isobutanol pathway.
High-throughput platform for yeast morphological profiling predicts the targets of bioactive compounds
S. Ohnuki et al. "High-throughput platform for yeast morphological profiling predicts the targets of bioactive compounds" npj Systems Biology and Applications 8 (2022) [DOI: 10.1038/s41540-022-00212-1]
In this study, we developed a reliable high-throughput (HT) platform for yeast morphological profiling using drug-hypersensitive strains to minimize compound use, HT microscopy to speed up data generation and analysis, and a generalized linear model to predict targets with high reliability.
Environmental outcomes of the US Renewable Fuel Standard
Lark et al. "Environmental outcomes of the US Renewable Fuel Standard" PNAS 119 (2022) [DOI: 10.1073/pnas.2101084119]
Biofuels are included in many proposed strategies to reduce anthropogenic greenhouse gas emissions and limit the magnitude of global warming. The US Renewable Fuel Standard is the world’s largest existing biofuel program, yet despite its prominence, there has been limited empirical assessment of the program’s environmental outcomes.
Soils of the GLBRC Marginal Land Expeirment (MLE) Sites
C.S. Kasmerchak and R. Schaetzl "Soils of the GLBRC Marginal Land Experiment (MLE) Sites" KBS LTER Special Publication (2018) [DOI: 10.5281/zenodo.2578238]
The Great Lakes Bioenergy Research Center (GLBRC) Marginal Land Experiment (MLE) was established in 2013 at various sites in Wisconsin and Michigan to evaluate the potential use of low productivity or abandoned agricultural fields for low input bioenergy feedstocks.
Boosting climate change mitigation potential of perennial lignocellulosic crops grown on marginal lands
R.A. Martinez-Feria and B. Basso "Boosting climate change mitigation potential of perennial lignocellulosic crops grown on marginal lands" Environmental Research Letters 17 (2022) [DOI: 10.1088/1748-9326/ac541b]
Here, we show the potential GHG mitigation of fertilizing switchgrass (Panicum virgatum) at the NF rate that minimizes net GHG emissions across 7.1 million ha of marginal lands in the Midwest US, with long-term production advantages surpassing emitted GHG by 0.66 Mg CO2e ha−1 yr−1 on the aggregate.
Modeling temporal and hormonal regulation of plant transcriptional response to wounding
Moore et al. "Modeling temporal and hormonal regulation of plant transcriptional response to wounding" The Plant Cell (2021) [DOI:10.1093/plcell/koab287]
Using a combination of genome editing, in vitro DNA-binding assays, and transient expression assays using native and mutated cis-regulatory elements, we experimentally validated four of the predicted elements, three of which were not previously known to function in wound-response regulation.
Exploring the meta-regulon of the CRP/FNR family of global transcriptional regulators in a partial-nitritation anammox microbiome
N.K. Beach et al. "Exploring the meta-regulon of the CRP/FNR family of global transcriptional regulators in a partial-nitritation anammox microbiome" mSystems 6 (2021) [DOI:10.1128/mSystems.00906-21]
Optimizing cyclic aeration helps reduce energy needs and maximize microbiome performance during wastewater treatment; however, little is known about how most microbial community members respond to these alternating conditions. We defined the meta-regulon of a PNA microbiome by combining existing knowledge of how the CRP/FNR family of bacterial TFs respond to stimuli, with metatranscriptomic analyses to characterize gene expression changes during aeration cycles.
Bioenergy sorghum’s deep roots: A key to sustainable biomass production on annual cropland
A. Lamb et al. "Bioenergy sorghum’s deep roots: A key to sustainable biomass production on annual cropland" GCB-Bioenergy 14 (2021) [DOI:10.1111/gcbb.12907]
In this study, field grown bioenergy sorghum root systems were analyzed during the growing season to characterize their depth, biomass, morphology, anatomy, and gene expression profiles. Bioenergy sorghum roots grew continuously during a 155-day growing season producing ~175 nodal roots, accumulating ~7 Mg of dry biomass per hectare, and reaching >2 m deep in the soil profile.
Investigating the chemolithoautotrophic and formate metabolism of Nitrospira moscoviensis by constraint-based metabolic modeling and 13C-tracer analysis
C.E. Lawson et al. "Investigating the Chemolithoautotrophic and Formate Metabolism of Nitrospira moscoviensis by Constraint-Based Metabolic Modeling and 13C-Tracer Analysis" mSystems 6 (2021) [DOI:10.1128/mSystems.00173-21]
We provide the first constraint-based metabolic model of Nitrospira moscoviensis representing the ubiquitous Nitrospira lineage II and subsequently validate this model using proteomics and 13C-tracers combined with intracellular metabolomic analysis. The resulting genome-scale model will serve as a knowledge base of Nitrospira metabolism and lays the foundation for quantitative systems biology studies of these globally important nitrite-oxidizing bacteria.
Regulation of dhurrin pathway gene expression during Sorghum bicolor development
R.M. Gleadow et al. "Regulation of dhurrin pathway gene expression during Sorghum bicolor development" Planta 254 (2021) [DOI:10.1007/s00425-021-03774-2]
In this study, RNA-seq was used to investigate the expression of genes involved in the biosynthesis, bio-activation and recycling of dhurrin in Sorghum bicolor. Genes involved in dhurrin biosynthesis were highly expressed in all young developing vegetative tissues (leaves, leaf sheath, roots, stems), tiller buds and imbibing seeds and showed gene specific peaks of expression in leaves during diel cycles.
Advanced genomics identifies growth effectors for proteotoxic ER stress recovery in Arabidopsis thaliana
D.K. Ko and F. Brandizzi "Advanced genomics identifies growth effectors for proteotoxic ER stress recovery in Arabidopsis thaliana" Communications Biology 5 (2022) [DOI:10.1038/s42003-021-02964-8]
We undertook a genomics approach in the model plant species Arabidopsis thaliana and mined the gene reprogramming roles of the UPR modulators, basic leucine zipper28 (bZIP28) and bZIP60, in ER stress resolution. Through a network modeling and experimental validation, we identified key genes downstream of the UPR bZIP-transcription factors (bZIP-TFs), and demonstrated their functional roles.
Disruption of Brachypodium lichenase alters metabolism of mixed-linkage glucan and starch
M. Fan et al. "Disruption of Brachypodiumlichenase alters metabolism of mixed-linkage glucan and starch" The Plant Journal (2021) [DOI:10.1111/tpj.1560312]
We identify a gene encoding a lichenase we name Brachypodium distachyon LICHENASE 1 (BdLCH1), which is highly expressed in the endosperm of germinating seeds and coleoptiles and at lower amounts in mature shoots. RNA in situ hybridization showed that BdLCH1 is primarily expressed in chlorenchyma cells of mature leaves and internodes.
pHBMT1, a BAHD-family monolignol acyltransferase, mediates lignin acylation in poplar
de Vries et al. "pHBMT1, a BAHD-family monolignol acyltransferase, mediates lignin acylation in poplar" Plant Physiology (2021) [DOI:10.1093/plphys/kiab546]
We performed an in vitro screen of the Populus trichocarpa BAHD acyltransferase superfamily (116 genes) using a wheatgerm cell-free translation system and found five enzymes capable of producing monolignol–p-hydroxybenzoates. We then compared the transcript abundance of the five corresponding genes with p-hydroxybenzoate concentrations using naturally occurring unrelated genotypes of P. trichocarpa.
Exogenous chalcone synthase expression in developing poplar xylem incorporates naringenin into lignins
E.L. Mahon et al. "Exogenous chalcone synthase expression in developing poplar xylem incorporates naringenin into lignins" Plant Physiology 188 (2021) [DOI:doi.org/10.1093/plphys/kiab499]
We engineered hybrid poplar (Populus alba x grandidentata) to express chalcone synthase 3 (MdCHS3) derived from apple (Malus domestica) in lignifying xylem. Transgenic trees displayed an accumulation of the flavonoid naringenin in xylem methanolic extracts not inherently observed in wild-type trees.
The sorghum (Sorghum bicolor) brown midrib 30 gene encodes a chalcone isomerase required for cell wall lignification
H.M. Tetreault et al. "The Sorghum (Sorghum bicolor) Brown Midrib 30 Gene Encodes a Chalcone Isomerase Required for Cell Wall Lignification" Frontiers in Plant Science (2021) [DOI:10.3389/fpls.2021.732307]
In sorghum (Sorghum bicolor) and other C4 grasses, brown midrib (bmr) mutants have long been associated with plants impaired in their ability to synthesize lignin. The brown midrib 30 (Bmr30) gene, identified using a bulk segregant analysis and next-generation sequencing, was determined to encode a chalcone isomerase (CHI).
A new open-path eddy covariance method for nitrous oxide and other trace gases that minimizes temperature corrections
D. Pan et al. "A new open-path eddy covariance method for nitrous oxide and other trace gases that minimizes temperature corrections" Global Change Biology 28 (2021) [DOI:10.1111/gcb.15986]
We demonstrate a new laser-based, open-path N2O sensor and a general approach applicable to other gases that minimizes temperature-related corrections for EC flux measurements. The method identifies absorption lines with spectroscopic effects in the opposite direction of density effects from temperature and, thus, density and spectroscopic effects nearly cancel one another.