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1.
Viruses ; 15(3)2023 03 13.
Article in English | MEDLINE | ID: mdl-36992446

ABSTRACT

Molecular HIV cluster data can guide public health responses towards ending the HIV epidemic. Currently, real-time data integration, analysis, and interpretation are challenging, leading to a delayed public health response. We present a comprehensive methodology for addressing these challenges through data integration, analysis, and reporting. We integrated heterogeneous data sources across systems and developed an open-source, automatic bioinformatics pipeline that provides molecular HIV cluster data to inform public health responses to new statewide HIV-1 diagnoses, overcoming data management, computational, and analytical challenges. We demonstrate implementation of this pipeline in a statewide HIV epidemic and use it to compare the impact of specific phylogenetic and distance-only methods and datasets on molecular HIV cluster analyses. The pipeline was applied to 18 monthly datasets generated between January 2020 and June 2022 in Rhode Island, USA, that provide statewide molecular HIV data to support routine public health case management by a multi-disciplinary team. The resulting cluster analyses and near-real-time reporting guided public health actions in 37 phylogenetically clustered cases out of 57 new HIV-1 diagnoses. Of the 37, only 21 (57%) clustered by distance-only methods. Through a unique academic-public health partnership, an automated open-source pipeline was developed and applied to prospective, routine analysis of statewide molecular HIV data in near-real-time. This collaboration informed public health actions to optimize disruption of HIV transmission.


Subject(s)
HIV Infections , HIV Seropositivity , HIV-1 , Humans , HIV Infections/diagnosis , HIV Infections/epidemiology , Public Health , Phylogeny , Prospective Studies , HIV-1/genetics
2.
Metab Eng Commun ; 15: e00207, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36188638

ABSTRACT

Engineering bioenergy crops to accumulate coproducts in planta can increase the value of lignocellulosic biomass and enable a sustainable bioeconomy. In this study, we engineered sorghum with a bacterial gene encoding a chorismate pyruvate-lyase (ubiC) to reroute the plastidial pool of chorismate from the shikimate pathway into the valuable compound 4-hydroxybenzoic acid (4-HBA). A gene encoding a feedback-resistant version of 3-deoxy-d-arabino-heptulonate-7-phosphate synthase (aroG) was also introduced in an attempt to increase the carbon flux through the shikimate pathway. At the full maturity and senesced stage, two independent lines that co-express ubiC and aroG produced 1.5 and 1.7 dw% of 4-HBA in biomass, which represents 36- and 40-fold increases compared to the titer measured in wildtype. The two transgenic lines showed no obvious phenotypes, growth defects, nor alteration of cell wall polysaccharide content when cultivated under controlled conditions. In the field, when harvested before grain maturity, transgenic lines contained 0.8 and 1.2 dw% of 4-HBA, which represent economically relevant titers based on recent technoeconomic analysis. Only a slight reduction (11-15%) in biomass yield was observed in transgenics grown under natural environment. This work provides the first metabolic engineering steps toward 4-HBA overproduction in the bioenergy crop sorghum to improve the economics of biorefineries by accumulating a value-added coproduct that can be recovered from biomass and provide an additional revenue stream.

3.
Plant Sci ; 281: 186-205, 2019 Apr.
Article in English | MEDLINE | ID: mdl-30824051

ABSTRACT

The combination of advanced genomics, genome editing and plant transformation biology presents a powerful platform for basic plant research and crop improvement. Together these advances provide the tools to identify genes as targets for direct editing as single base pair changes, deletions, insertions and site specific homologous recombination. Recent breakthrough technologies using morphogenic regulators in plant transformation creates the ability to introduce reagents specific toward their identified targets and recover stably transformed and/or edited plants which are genotype independent. These technologies enable the possibility to alter a trait in any variety, without genetic disruption which would require subsequent extensive breeding, but rather to deliver the same variety with one trait changed. Regulatory issues regarding this technology will predicate how broadly these technologies will be implemented. In addition, education will play a crucial role for positive public acceptance. Taken together these technologies comprise a platform for advanced breeding which is an imperative for future world food security.


Subject(s)
Genome, Plant/genetics , Crops, Agricultural/genetics , Gene Editing/methods , Genetic Engineering/methods , Plant Breeding
4.
Curr Protoc Plant Biol ; 3(4): e20075, 2018 12.
Article in English | MEDLINE | ID: mdl-30369097

ABSTRACT

Maize B73 is a reference genome and has long been a major resource for genetics and molecular biology research. We have developed an efficient B73 transformation protocol by enabling somatic embryogenesis through differential co-expression of maize morphogenic regulators BBM and WUS2. We describe a successful protocol that utilizes Agrobacterium tumefaciens strain AGL1 harboring binary vector PHP78891 that comprises a BBM and WUS2 expression cassette as well as a green fluorescent protein (GFP) reporter cassette. The PHP78891 vector also contains, within the T-DNA region, a CRE/lox recombination system flanking the CRE/BBM/WUS2 co-expression cassette driven by the desiccation inducible RAB17 promoter that allows removal of the BBM/WUS2 cassette. Introduction and co-expression of BBM and WUS2 induced direct somatic embryogenesis (SE) in non-regenerable maize B73 from immature embryo explants. Removal of the CRE/BBM/WUS2 cassette is essential to allow regeneration to fertile plants. The GFP expression cassette outside the lox excision sites is retained in the transgenic plant genome, allowing subsequent phenotypic analysis of calli and regenerated transgenic events. This transformation system enables a selectable marker-free transformation process by taking advantage of BBM/WUS2-induced SE as a developmental selection system. © 2018 by John Wiley & Sons, Inc.


Subject(s)
Agrobacterium tumefaciens , Gene Transfer Techniques , Plant Somatic Embryogenesis Techniques , Zea mays/genetics , Genetic Vectors , Plant Development , Plant Proteins/genetics , Plants, Genetically Modified , Transformation, Genetic
5.
Curr Protoc Plant Biol ; 3(4): e20076, 2018 12.
Article in English | MEDLINE | ID: mdl-30369099

ABSTRACT

Most reliable transformation protocols for cereal crops, including sorghum (Sorghum bicolor L. Moench), rely on the use of immature embryo explants to generate embryogenic callus cells that are then transformed using Agrobacterium- or particle-bombardment-mediated DNA delivery. Subsequent to DNA transfer, most protocols rely on selectable markers for the recovery of stably transformed callus that is then regenerated to produce T0 plants. However, these protocols require specific genotypes that are innately capable of efficient embryogenic callus initiation. Here, we describe a system that makes use of the differential expression of the morphogenic regulators Baby Boom (Bbm) and Wuschel2 (Wus2) to achieve transformation in varieties of sorghum typically recalcitrant to standard transformation methods. © 2018 by John Wiley & Sons, Inc.


Subject(s)
Gene Transfer Techniques , Plant Proteins/genetics , Sorghum/genetics , Agrobacterium tumefaciens , Plants, Genetically Modified , Transformation, Genetic
6.
Plant Cell Rep ; 36(9): 1477-1491, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28681159

ABSTRACT

KEY MESSAGE: Discriminatory co-expression of maize BBM and WUS transcriptional factor genes promoted somatic embryogenesis and efficient Agrobacterium -mediated transformation of recalcitrant maize inbred B73 and sorghum P898012 genotypes without use of a selectable marker gene. The use of morphogenic regulators to overcome barriers in plant transformation is a revolutionary breakthrough for basic plant science and crop applications. Current standard plant transformation systems are bottlenecks for genetic, genomic, and crop improvement studies. We investigated the differential use of co-expression of maize transcription factors BABY BOOM and WUSCHEL2 coupled with a desiccation inducible CRE/lox excision system to enable regeneration of stable transgenic recalcitrant maize inbred B73 and sorghum P898012 without a chemical selectable marker. The PHP78891 expression cassette contains CRE driven by the drought inducible maize RAB17M promoter with lox P sites which bracket the CRE, WUS, and BBM genes. A constitutive maize UBI M promoter directs a ZsGreen GFP expression cassette as a reporter outside of the excision sites and provides transient, transgenic, and developmental analysis. This was coupled with evidence for molecular integration and analysis of stable integration and desiccation inducible CRE-mediated excision. Agrobacterium-mediated transgenic introduction of this vector showed transient expression of GFP and induced somatic embryogenesis in maize B73 and sorghum P898012 explants. Subjection to desiccation stress in tissue culture enabled the excision of CRE, WUS, and BBM, leaving the UBI M::GFP cassette and allowing subsequent plant regeneration and GFP expression analysis. Stable GFP expression was observed in the early and late somatic embryos, young shoots, vegetative plant organs, and pollen. Transgene integration and expression of GFP positive T0 plants were also analyzed using PCR and Southern blots. Progeny segregation analysis of primary events confirmed correlation between functional GFP expression and presence of the GFP transgene in T1 plants generated from self pollinations, indicating good transgene inheritance. This study confirms and extends the use of morphogenic regulators to overcome transformation barriers.


Subject(s)
Gene Expression Regulation, Plant , Plant Proteins/genetics , Sorghum/genetics , Transcription Factors/genetics , Zea mays/genetics , Agrobacterium tumefaciens/genetics , Droughts , Genetic Markers , Genotype , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Models, Genetic , Plants, Genetically Modified , Promoter Regions, Genetic/genetics , Transformation, Genetic
7.
Sci Adv ; 2(10): e1600991, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27819048

ABSTRACT

Sex determination in maize involves the production of staminate and pistillate florets from an initially bisexual floral meristem. Pistil elimination in staminate florets requires jasmonic acid signaling, and functional pistils are protected by the action of the silkless 1 (sk1) gene. The sk1 gene was identified and found to encode a previously uncharacterized family 1 uridine diphosphate glycosyltransferase that localized to the plant peroxisomes. Constitutive expression of an sk1 transgene protected all pistils in the plant, causing complete feminization, a gain-of-function phenotype that operates by blocking the accumulation of jasmonates. The segregation of an sk1 transgene was used to effectively control the production of pistillate and staminate inflorescences in maize plants.


Subject(s)
Glycosyltransferases , Inflorescence , Peroxisomes , Plant Proteins , Zea mays , Cyclopentanes/metabolism , Glycosyltransferases/biosynthesis , Glycosyltransferases/genetics , Inflorescence/enzymology , Inflorescence/genetics , Oxylipins/metabolism , Peroxisomes/enzymology , Peroxisomes/genetics , Plant Proteins/biosynthesis , Plant Proteins/genetics , Zea mays/enzymology , Zea mays/genetics
8.
Plant Biotechnol J ; 14(11): 2168-2175, 2016 11.
Article in English | MEDLINE | ID: mdl-27154282

ABSTRACT

Wide crosses have been used for decades as a method for transferring novel genetic material and traits in plant breeding. Historically, many products of wide crosses require tedious and inefficient surgical embryo rescue prior to embryo abortion to recover single plantlets. We have utilized transgenic switchgrass (Panicum virgatum L. cv Alamo) as a pollen donor in conjunction with antibiotic or herbicide selection for recovery of intra-and interspecific F1 crosses by using developing ovules from the female parent and selecting for embryogenic cultures derived from the in situ immature embryo. Using this approach, several intravarietial crosses were generated between transgenic Alamo and the switchgrass varieties Kanlow, Blackwell and Cave-in-Rock as well as an interspecific cross with Atlantic coastal panicgrass. This procedure selected F1 embryogenic callus produced from the developing embryo contained within isolated immature ovules. Several clonal plants were successfully regenerated from each cross. Southern blot, PCR, phenotypic analyses and genomic analysis confirmed F1 hybrids. Using genotyping-by-sequencing shows the hybridization of the recovered plants by determining the ratio of transgressive markers to total compared markers between parents and their potential offspring. The ratio of transgressive markers to total compared markers was significantly lower between parents and their predicted offspring than between parents and offspring unrelated to them. This approach provides the possibility to move useful transgenes into varieties that are recalcitrant to direct transformation which can be optionally segregated thus useful to create new hybrids, as well as recovery of wide crosses that are either difficult or impossible using traditional techniques.


Subject(s)
Panicum/genetics , Plants, Genetically Modified/genetics , Breeding , Crosses, Genetic , Genotype , Hybridization, Genetic , Panicum/embryology , Plants, Genetically Modified/physiology
9.
Plant Genome ; 8(2): eplantgenome2015.01.0001, 2015 Jul.
Article in English | MEDLINE | ID: mdl-33228322

ABSTRACT

Switchgrass (Panicum virgatum L.) and its relatives are regarded as top bioenergy crop candidates; however, one critical barrier is the introduction of useful genetic diversity and the development of new cultivars and hybrids. Combining genomes from related cultivars and species provides an opportunity to introduce new traits. In switchgrass, a breeding advantage would be achieved by combining the genomes of intervarietal ecotypes or interspecific hybrids. The recovery of wide crosses, however, is often tedious and may involve complicated embryo rescue and numerous backcrosses. Here, we demonstrate a straightforward approach to wide crosses involving the use of a selectable transgene for recovery of interspecific [P. virgatum cv. Alamo × Panicum amarum Ell. var amarulum or Atlantic Coastal Panicgrass (ACP)] F1 hybrids followed by backcrossing to generate a nontransgenic admixture population. A nontransgenic herbicide-sensitive (HbS) admixture population of 83 F1 BC1 progeny was analyzed by genotyping-by-sequencing (GBS) to characterize local ancestry, parental contribution, and patterns of recombination. These results demonstrate a widely applicable breeding strategy that makes use of transgenic selectable resistance to identify and recover true hybrids.

10.
Methods Mol Biol ; 344: 83-95, 2006.
Article in English | MEDLINE | ID: mdl-17033054

ABSTRACT

A reliable and efficient genetic transformation protocol for various turfgrass species and elite cultivars has been achieved using Agrobacterium tumefaciens. We describe a general protocol for the establishment of embryogenic cell cultures, Agrobacterium tumefaciens-mediated transformation, selection, and regeneration of transgenic turfgrass plants. Embryogenic callus is initiated from mature seeds, maintained by visual selection, and infected with an Agrobacterium tumefaciens strain (LBA4404) that contains either an herbicide-resistant bar gene or an antibiotic-resistant hyg gene driven either by a rice ubiquitin or CaMV35S promoter. Stable transformation efficiencies up to 43.3% were achieved. Southern blot and genetic analysis was used to confirm transgene integration in the turfgrass genomes and normal transmission and stable expression of the transgene in the T1 generation. We demonstrate herein that five elite cultivars of bentgrass can be genetically transformed using this single tissue culture media regime. Additionally, we report the successful Agrobacterium-mediated transformation of an elite tall fescue variety using minor variations in the same transformation protocol.


Subject(s)
Agrobacterium tumefaciens/genetics , Agrostis/genetics , Transformation, Genetic , Agrobacterium tumefaciens/cytology , Agrostis/anatomy & histology , Agrostis/growth & development , Cell Culture Techniques , Culture Media , Genetic Markers , Seeds/genetics , Seeds/growth & development , Tissue Culture Techniques
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