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Biology subjects

Palamin, M.

Publications and source records attributed to Palamin, M..

2 recordsLinked to original sources

ChromSMF: integrated profiling of histone modifications, protein-DNA interactions and DNA methylation on multi-kilobase DNA molecules

Chromatin accessibility and histone post-translational modifications are widely used to identify and characterize cis-regulatory elements. Yet, these are typically measured separately, precluding direct linkage between them. Here, we present Chromatin-informed Single Molecule Footprinting (ChromSMF), a method that simultaneously quantifies histone modifications, transcription factor binding, and nucleosome occupancy, while measuring DNA methylation and sequence variations on the same multi-kilobase DNA molecules. ChromSMF combines antibody-guided tethering of the adenine methyltransferase Hia5 to modified histones, protein-DNA footprinting using the cytosine methyltransferase M.CviPI, and direct methylation detection by Nanopore sequencing. We benchmark ChromSMF across five histone modifications, uncovering relationships between epigenetic states and chromatin opening across entire cis-regulatory landscapes. We further present a computational framework for integrated analysis of multiple layers of epigenetic regulation on individual haplotypes. Together, ChromSMF provides an integrated genome-wide genomic method to investigate the combinatorial function of multiple genetic and epigenetic factors on gene regulation across diverse cellular contexts.

genomics↗

NEMETEX: a Python software for the visualisation of the network of metabolic exchanges

MotivationMicroorganisms have a pivotal role in ecology and human health and form complex networks where different species can interact and exchange a range of different compounds. Flux balance analysis can offer an insight into the production and the absorption of these metabolic compounds, but frequently results are difficult to visualise and interpret. Additionally, a clear understanding of the roles of microbial species in the community requires the integration of different information sources, including relative abundance, taxonomy and compounds exchange rate. ResultsTo fill-in this gap the command-line tool NEMETEX (NEtwork for METabolic Exchanges) was developed to provide a graphical representation of the metabolites exchanged, joined with interactive visualisation of numerical data. This approach can undoubtedly represent an easy way to investigate high-throughput results obtained from metagenomics and flux balance analysis, providing a more direct interpretation of the data. Availability and implementationThis program, accessory utilities, and their documentation are freely available at https://github.com/palakela/NEMETEX

bioinformatics↗