Biology subjects

Kozik, A.

Publications and source records attributed to Kozik, A..

6 recordsLinked to original sources

bioRxiv2026

Novel Streptococcus mitis subsp. mitis Picklauza buccal isolate from individual with idiopathic pulmonary fibrosis containing functional mobile qacG Gene.

Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive lung disease characterized by immune dysregulation, fibrosis, and eventual respiratory failure. While the etiology of IPF remains unclear, accumulating evidence implicates the oral and airway microbiome in disease progression, with elevated Streptococcal burden linked to increased mortality. Whether specific taxa actively contribute to IPF pathophysiology or arise secondarily from the damaged lung environment remains unresolved. Here, we characterize "Picklauza," a streptococcal strain isolated from the buccal mucosa of an individual with IPF. Although its average nucleotide identity to a Streptococcus mitis reference genome was 93.855%, analysis with Streptoquod supported classification as Streptococcus mitis subsp. mitis. Genomic analysis identified a 109-amino-acid qacG homolog predicted to encode a small multidrug resistance (SMR)-family efflux transporter. The locus was located near genes associated with mobile genetic elements, raising the possibility of horizontal acquisition. The predicted QacG protein retained residues conserved in the extensively characterized SMR transporter EmrE, and RT-qPCR detected qacG transcripts under standard culture conditions. Nevertheless, Picklauza did not display increased tolerance to benzalkonium chloride, benzethonium chloride, or ethidium bromide compared with S. mitis NCTC 12261. Picklauza also differed from the reference strain in growth kinetics, carbon utilization, and antimicrobial susceptibility. PCR screening detected qacG homologs in three additional oral isolates from patients with IPF. Together, these findings identify a transcriptionally active, putatively mobile qacG homolog in oral streptococci while revealing a disconnect between gene carriage and QAC susceptibility under the conditions tested. This work highlights the need to validate predicted resistance determinants phenotypically and to investigate the mobility and conditional activity of SMR-family genes across genus boundaries in host-associated microbial communities.

microbiology↗

bioRxiv2025

MoGAAAP: A modular Snakemake workflow for automated genome assembly and annotation with quality assessment

With the current speed of sequencing, there is a desire for standardised and automated genome assembly and annotation to produce high-quality genomes as input for comparative (pan)genomics. Therefore, we created a convenience pipeline using existing tools that creates annotated genome assemblies from HiFi (and optionally ultra-long ONT and/or Hi-C) reads for a set of related accessions as well as a related reference genome. Our pipeline is species-agnostic and generates an extensive quality assessment report that can be used for manual filtering and refinement of the assembly and annotation. It includes statistics for individual completeness and contamination assessments as well as a concise pangenome view. The pipeline is implemented in Snakemake and available with a GPLv3 license at GitHub under github.com/dirkjanvw/MoGAAAP and at Zenodo under doi.org/10.5281/zenodo.14833021.

bioinformatics↗

bioRxiv2025

A trio-binning approach for Cannabis genome de novo assembly reveals extensive structural variation, and defines paralog cohorts with very good resolution

With the advent of long read DNA sequencing technologies, assembling eukaryotic genomes has become routine; however, properly phasing the maternal and paternal contributions remains technically challenging. Here, we use the trio-binning approach to separate Oxford Nanopore reads derived from a Cannabis F1 wide cross, made between the Colombian landrace Punto Rojo and the Colorado CBD clone Cherry Pie #16. Reads were obtained from a single PromethION flow cell, generating assemblies with coverage of just 18x per haplotype, but with good contiguity and gene completeness, demonstrating that it is a cost-effective approach for genome-wide and high-quality haplotype phasing, which is of great value for crop breeding programs. Evaluated through the lenses of disease resistance and secondary metabolite synthesis, both being traits of interest for the Cannabis industry, we report copy number and structural variation that, as has recently been shown for other major crops, may contribute to phenotypic variation along several relevant dimensions.

plant biology↗

bioRxiv2020

Drone phenotyping and machine learning enable discovery of loci regulating daily floral opening in lettuce

Flower opening and closure are traits of reproductive importance in all angiosperms because they determine the success of self- and cross-pollination. The temporal nature of this phenotype rendered it a difficult target for genetic studies. Cultivated and wild lettuce, Lactuca spp., have composite inflorescences comprised of multiple florets that open only once. Different accessions were observed to flower at different times of day. An F6 recombinant inbred line population (RIL) had been derived from accessions of L. serriola x L. sativa that originated from different environments and differed markedly for daily floral opening time. This population was used to map the genetic determinants of this trait; the floral opening time of 236 RILs was scored over a seven-hour period using time-course image series obtained by drone-based remote phenotyping on two occasions, one week apart. Floral pixels were identified from the images using a support vector machine (SVM) machine learning algorithm with an accuracy above 99%. A Bayesian inference method was developed to extract the peak floral opening time for individual genotypes from the time-stamped image data. Two independent QTLs, qDFO2.1 (Daily Floral Opening 2.1) and qDFO8.1, were discovered. Together, they explained more than 30% of the phenotypic variation in floral opening time. Candidate genes with non-synonymous polymorphisms in coding sequences were identified within the QTLs. This study demonstrates the power of combining remote imaging, machine learning, Bayesian statistics, and genome-wide marker data for studying the genetics of recalcitrant phenotypes such as floral opening time. One sentence summaryMachine learning and Bayesian analyses of drone-mediated remote phenotyping data revealed two genetic loci regulating differential daily flowering time in lettuce (Lactuca spp.).

genetics↗

bioRxiv2020

Kallikrein-related peptidase 14 activates zymogens of membrane type matrix metalloproteinases (MT-MMPs) - a CleavEx library-based analysis

Kallikrein-related peptidases (KLKs) and matrix metalloproteinases (MMPs) are secretory proteinases known to proteolytically process components of the extracellular matrix (ECM), thus modulating the pericellular environment in physiology and excessively in pathologies like cancer. However, the interconnection between these groups of proteases remains elusive. To test this hypothesis, we have developed a peptide library-based exposition system (Cleavage of exposed amino acid sequences, CleavEx) aiming at investigating the potential of KLK14 to recognize and hydrolyze proMMP sequences specifically. Initial assessment of the library identified a total of ten MMP activation domain sequences which were validated by Edman degradation. The CleavEx analysis revealed that membrane-type (MT) MMPs are likely targeted by KLK14 for activation. Correspondingly, commercially available proMT-MMPs, namely proMMP14-17 were investigated in vitro and found to be effectively processed by KLK14. Again, the expected neo-N-termini of the activated MT MMPs were yielded and confirmed by Edman degradation. In addition, the productivity of proMMP activation was analyzed by gelatin zymography, which indicated the release of fully active, mature MT-MMPs upon KLK14 treatment. Lastly, MMP14 was shown to be processed on the cell surface by KLK14 using murine fibroblasts stably overexpressing human MMP14. Herein, we propose KLK14-mediated selective activation of cell-membrane located MT-MMPs as an additional layer of their regulation within the ECM. As both, KLKs and MT-MMPs are implicated in cancer, the activation described herein may constitute an important factor in tumor progression and metastasis.

biochemistry↗

bioRxiv2019

The alternative reality of plant mitochondrial DNA

Plant mitochondrial genomes are usually assembled and displayed as circular maps based on the widely-held assumption that circular genome molecules are the primary form of mitochondrial DNA, despite evidence to the contrary. Many plant mitochondrial genomes have one or more pairs of large repeats that can act as sites for inter- or intramolecular recombination, leading to multiple alternative genomic arrangements (isoforms). Most mitochondrial genomes have been assembled using methods that were unable to capture the complete spectrum of isoforms within a species, leading to an incomplete inference of their structure and recombinational activity. To document and investigate underlying reasons for structural diversity in plant mitochondrial DNA, we used long-read (PacBio) and short-read (Illumina) sequencing data to assemble and compare mitochondrial genomes of domesticated (Lactuca sativa) and wild (L. saligna and L. serriola) lettuce species. This allowed us to characterize a comprehensive, complex set of isoforms within each species and to compare genome structures between species. Physical analysis of L. sativa mtDNA molecules by fluorescence microscopy revealed a variety of linear, branched linear, and circular structures. The mitochondrial genomes for L. sativa and L. serriola were identical in sequence and arrangement, and differed substantially from L. saligna, indicating that the mitochondrial genome structure did not change during domestication. From the isoforms evident in our data, we inferred that recombination occurs at repeats of all sizes at variable frequencies. The differences in genome structure between L. saligna and the two other lettuce species can be largely explained by rare recombination events that rearrange the structure. Our data demonstrate that representations of plant mitochondrial DNA as simple, genome-sized circular molecules are not accurate descriptions of their true nature and that in reality plant mitochondrial DNA is a complex, dynamic mixture of forms. Data AvailabilityBioProject: Organellar genomes of cultivated and wild lettuce (Lactuca) varieties PRJNA508811 https://www.ncbi.nlm.nih.gov/bioproject/508811 and other accessions as indicated through the text and supplemental data. FundingNSF grant MCB-1413152 to ACC and support from UC Davis to RWM.

genomics↗