Biology subjects

Drapek, C.

Publications and source records attributed to Drapek, C..

5 recordsLinked to original sources

bioRxiv2024

A scalable method for modulating plant gene expression using a multispecies genomic model and protoplast-based massively parallel reporter assay

Precision breeding tools such as CRISPR-Cas genome editing can speed up innovation in plant biotechnology and boost crop yields. The challenge remains to efficiently apply precision breeding methods to plant gene regulation. Endogenous gene regulatory sequences are subject to complex transcriptional control, a bottleneck in altering gene expression patterns in a predictable way. Here we present the CRE.AI.TIVE platform, enabling upregulation of plant gene activity without a priori knowledge of individual cis-regulatory elements or their specific location. A predictive machine learning model underpinning the platform has been trained on a wide range of tissue specific transcriptomic and epigenomic coverage datasets from DNA sequence of 12 plant species, showing competitive performance on RNA-seq coverage prediction across all species. Our platform further combines in silico DNA sequence mutagenesis and a protoplast-based massively parallel reporter assay (MPRA). We demonstrate the platforms functionality by mutagenesis of a proximal promoter of the tomato gene SlbHLH96 which yields predictions of variant gene activity in silico. 2,000 sequence candidates with varying predicted gene expression strength were validated with MPRA in plant protoplasts, identifying variants with significantly upregulated gene activity. A portion of functional sequence variants were further individually evaluated with a fluorescence reporter assay and were observed to contain a new order of known cis-regulatory elements. The CRE.AI.TIVE platform offers a first-of-its-kind scalable method of gene upregulation in plants with native DNA sequences without the need for CRE cataloguing and rational promoter design.

plant biology↗

bioRxiv2023

Comparing hormone dynamics in cereal crops via transient expression of hormone sensors

Plant hormones are small molecules which elicit profound physiological responses. Although plant hormone biosynthesis and response genes have been critical for agricultural improvement, it has been difficult to experimentally compare hormone biology across species because of complex phenotypic outputs. We used transient expression of genetic hormone sensors and transcriptomics to quantify tissue-specific gibberellic acid (GA) and auxin responses across tissues and genotypes in cereal crops. We found that the FRET-based GPS2 biosensor detects exogenous GA treatments in maize, barley, sorghum, and wheat, in both vegetative and floral tissues. Measuring GPS2 output across GA dosages revealed tissue- and genotype-specific differences in GA sensor response. We observed marked differences in maize vs barley leaves and floral tissues and an unexpected drop in GPS2 output in the maize d1 GA biosynthesis mutant after GA treatment, likely reflecting differences in bioactive GA content, GA transport, and mechanisms of GA response. We then used RNAseq to measure transcriptional responses to GA treatment in leaves from maize wildtype, d1, and barley as well as floral tissues from maize and barley for a cross-tissue, cross-genotype, and cross-species GA-response comparison. After orthology prediction and analysis of within- and cross-species GO-term enrichment, we identified core sets of GA-responsive genes in each species as well as maize- barley orthogroups. Our analysis suggests that downregulation of GA-INSENSITIVE DWARF1 (GID1) and upregulation of -Expansin1 (EXPA1) orthologs comprises a universal GA-response mechanism that is independent of GA biosynthesis, and identifies F-Box proteins, hexokinase, and AMPK/SNF1 protein kinase orthologs as unexpected cross-tissue, cross-genotype, and cross-species GA-responsive genes. We then compared the transient expression of the DR5, DR5v2, and DII-mDII auxin reporters in barley and maize and find that although DR5 did not respond to exogenous auxin in barley, DR5v2 responded to auxin treatment with a similar magnitude as in maize. Both species display auxin-mediated DII degradation that requires the 26S proteasome.

plant biology↗

bioRxiv2023

Cellular gibberellin dynamics govern indeterminate nodule development, morphologyand function

During nutrient scarcity, plants can adapt their developmental strategy to maximize their chance of survival. Such plasticity in development is underpinned by hormonal regulation, which mediates the relationship between environmental cues and developmental outputs. In legumes, endosymbiosis with nitrogen fixing bacteria (rhizobia) is a key adaptation for supplying the plant with nitrogen in the form of ammonium. Rhizobia are housed in lateral root-derived organs termed nodules that maintain an environment conducive to Nitrogenase in these bacteria. Several phytohormones are important for regulating the formation of nodules, with both positive and negative roles proposed for gibberellin (GA). In this study, we determined the cellular location and function of bioactive GA during nodule organogenesis using a genetically-encoded second generation GA biosensor, GPS2. We found endogenous bioactive GA accumulates locally at the site of nodule primordia, increasing dramatically in the cortical cell layers, persisting through cell divisions and maintaining accumulation in the mature nodule meristem. We show, through mis-expression of GA catabolic enzymes that suppress GA accumulation, that GA acts as a positive regulator of nodule growth and development. Furthermore, increasing or decreasing GA through perturbation of biosynthesis gene expression can increase or decrease the size of nodules, respectively. This is unique from lateral root formation, a developmental program that shares common organogenesis regulators. We link GA to a wider gene regulatory program by showing that cytokinin as well as nodule-identity genes induce and sustain GA accumulation necessary for nodule function.

plant biology↗

bioRxiv2018

Histone deacetylase HDA19 affects cortical cell fate by interacting with SCARECROW in the Arabidopsis root

Abstract/SummaryThe Arabidopsis root epidermis is a simple model for investigating cell fate specification and pattern formation. In addition to regulatory networks consisting of transcription factors, histone deacetylases are also involved in the cellular patterning process. Here we report HDA19 affects the root epidermal cellular pattern through regulation of cortical cell fate by interacting with SCARECROW. This work reveals two new components in cortical cell specification and uncovers a new facet of SCR function.

plant biology↗

bioRxiv2017

Minimum requirements for reprogramming and maintaining cell fate in the Arabidopsis root

Changes in gene regulation during differentiation are governed by networks of transcription factors. To identify the minimal network for endodermal differentiation in the Arabidopsis root, we asked what transcription factors are sufficient to program a non-native cell-type into endodermis. Our results show the transcription factors SHORTROOT and MYB36 have limited ability to reprogram a non-native cell-type (the epidermis) and that this reprogramming is reversible in the absence of additional cues. The stele-derived signaling peptide CIF2 stabilizes SHORTROOT-induced reprogramming. The outcome is a partially impermeable barrier deposited in the sub-epidermal cell layer that has a transcriptional signature similar to endodermis. The trans-differentiation mechanism depends on the expression of genes downstream in the gene regulatory network but is independent of SHORTROOT movement. These results highlight a non cell-autonomous induction mechanism for endodermis that resembles differentiation in many animal systems.\n\nOne Sentence SummarySHORTROOT and CIF2 combined can induce and stabilize an endodermis in sub-epidermal cells and do so in a non cell-autonomous manner.

developmental biology↗