Bujnicki lab - NCN (MINIATURA)
  • RNA has recently emerged as an attractive target for new drug development. Our team is developing new methods to study the interactions between RNA and ligands. Recently, we have developed a new machine learning method called AnnapuRNA to predict how small chemical molecules interact with structured RNA molecules. Research published in PLoS Comput Biol. 2021 Feb 1;17(2):e1008309. doi: 10.1371/journal.pcbi.1008309. Read More
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About Laboratory Of Bioinformatics And Protein Engineering

Our group is involved in theoretical and experimental research on nucleic acids and proteins. The current focus is on RNA sequence-structure-function relationships (in particular 3D modeling), RNA-protein complexes, and enzymes acting on RNA.
 
We study the rules that govern the sequence-structure-function relationships in proteins and nucleic acids and use the acquired knowledge to predict structures and functions for uncharacterized gene products, to alter the known structures and functions of proteins and RNAs and to engineer molecules with new properties.
 
Our key strength is in the integration of various types of theoretical and experimental analyses. We develop and use computer programs for modeling of protein three-dimensional structures based on heterogenous, low-resolution, noisy and ambivalent experimental data. We are also involved in genome-scale phylogenetic analyses, with the focus on identification of proteins that belong to particular families. Subsequently, we characterize experimentally the function of the most interesting new genes/proteins identified by bioinformatics. We also use theoretical predictions to guide protein engineering, using rational and random approaches. Our ultimate goal is to identify complete sets of enzymes involved in particular metabolic pathways (e.g. RNA modification, DNA repair) and to design proteins with new properties, in particular enzymes with new useful functions, which have not been observed in the nature.
 
We are well-equipped with respect to both theoretical and experimental analyses. Our lab offers excellent environment for training of young researchers in both bioinformatics and molecular biology/biochemistry of protein-nucleic acid interactions.


More Good Science

NCN (MINIATURA): Photoswitchable ligands for riboswitches (2018/02/X/NZ1/01468); 21670 PLN 2018-2019. PI: F.Stefaniak

Ribonucleic acid (RNA) molecules play pivotal roles in living organisms. They are involved in a variety of biological processes: they transmit genetic information, they sense and communicate responses to cellular signals, and even catalyze chemical reactions. The cellular and molecular functions of RNAs depend on the structure of the ribonucleotide chain and on interactions with other molecules, which are defined by the ribonucleotide sequence. Structures and functions of RNAs are often modulated by small chemical molecules, including naturally occurring molecules as well as compounds obtained by synthetic organic chemistry. Many RNA molecules are known or predicted targets of small molecule drugs, and the continuous discovery of new functional RNAs involved in various biomedically important processes increases the demand on the development of new small molecules targeting RNA.

Riboswitches represent RNA molecules, whose structures can be modulated upon small molecule binding. They typically occur within the protein-non-coding parts of messenger RNA (mRNA) and regulate the translation of the protein-coding parts. Riboswitches can directly form complexes with small molecules and, in this way, regulate gene function. Among natural ligands recognized by riboswitches are metabolites, divalent cations, and second messengers. As riboswitches are common in bacteria and rarely occur in eukaryotes, they are emerging as a potential target for new and selective antibacterial drugs.

Photoswitches are one type of molecular machines that can be switched between at least two distinct thermodynamically stable forms by the application of an external stimulus, e.g., light.

In this project, we combine these two concepts and develop and test photoswitchable small molecules as ligands binding to riboswitches. The aim of our research is to test the mechanism of triggering conformational change of RNA by the light-induced structural change of a bound ligand. In this project we combine computational methods (like molecular docking, Monte Carlo simulations) with experimental validation (like SHAPE footprinting, X-ray crystallography).

This project is carried out in collaboration with Dr. W. Szymański from the University of Groningen and the University Medical Center Groningen.