Rafał Kolenda

Dr. Rafał Kolenda

orcid

Research Focus & Metrics

Academic Career Length

14Years (2013-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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12 March 2015 in Frontiers in Cellular and Infection Microbiology
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Journal Article
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RKRafał Kolenda
Rafał Kolenda
MBMichał Burdukiewicz
Michał Burdukiewicz
PSPeter Schierack
Peter Schierack
Escherichia coli bacteria are the most common causes of diarrhea and septicemia in calves. Moreover, calves form a major reservoir for transmission of pathogenic E. coli to humans. Systematic reviews and meta-analyses of publications on Escherichia coli as calf pathogens and the role of calves as reservoir have not been done so far. We reviewed studies between 1951 and 2013 reporting the presence of virulence associated factors (VAFs) in calf E. coli and extracted the following information: year(s) and country of sampling, animal number, health status, isolate number, VAF prevalence, serotypes, diagnostic methods and biological assays. The prevalence of VAFs or E. coli pathotypes was compared between healthy and diarrheic animals and was analysed for time courses. Together, 106 papers with 25982 E. coli isolates from 27 countries tested for VAFs were included. F5, F17 and F41 fimbriae and heat-stable enterotoxin (ST) – VAFs of enterotoxigenic E. coli (ETEC) were significantly associated with calf diarrhea. On the contrary, ETEC VAF F4 fimbriae and heat-labile enterotoxin as well as enteropathogenic (EPEC), Shiga toxin-producing (STEC), and enterohaemorrhagic E. coli (EHEC) were not associated with diarrhea. The prevalence increased overtime for ST-positive isolates, but decreased for F5- and STEC-positive isolates. Our study provides useful information about the history of scientific investigations performed in this domain so far, and helps to define etiological agents of calf disease, and to evaluate calves as reservoir hosts for human pathogenic E. coli.

21 August 2022 in Briefings in Bioinformatics
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KSKatarzyna Sidorczuk
Katarzyna Sidorczuk
PGPrzemysław Gagat
Przemysław Gagat
FPFilip Pietluch
Filip Pietluch
JKJakub Kała
Jakub Kała
DRDominik Rafacz
Dominik Rafacz
MBMichał Burdukiewicz
Michał Burdukiewicz
Antimicrobial peptides (AMPs) are a heterogeneous group of short polypeptides that target not only microorganisms but also viruses and cancer cells. Due to their lower selection for resistance compared with traditional antibiotics, AMPs have been attracting the ever-growing attention from researchers, including bioinformaticians. Machine learning represents the most cost-effective method for novel AMP discovery and consequently many computational tools for AMP prediction have been recently developed. In this article, we investigate the impact of negative data sampling on model performance and benchmarking. We generated 660 predictive models using 12 machine learning architectures, a single positive data set and 11 negative data sampling methods; the architectures and methods were defined on the basis of published AMP prediction software. Our results clearly indicate that similar training and benchmark data set, i.e. produced by the same or a similar negative data sampling method, positively affect model performance. Consequently, all the benchmark analyses that have been performed for AMP prediction models are significantly biased and, moreover, we do not know which model is the most accurate. To provide researchers with reliable information about the performance of AMP predictors, we also created a web server AMPBenchmark for fair model benchmarking. AMPBenchmark is available at http://BioGenies.info/AMPBenchmark.

14 May 2019 in Frontiers in Microbiology
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RKRafał Kolenda
Rafał Kolenda
MUMaciej Ugorski
Maciej Ugorski
KGKrzysztof Grzymajlo
Krzysztof Grzymajlo
Initial attachment to host intestinal mucosa after oral infection is one of the most important stages during bacterial pathogenesis. Adhesive structures, widely present on the bacterial surface, are mainly responsible for the first contact with host cells and of host-pathogen interactions. Among dozens of different bacterial adhesins, type 1 fimbriae (T1F) are one of the most common adhesive organelles in the members of the Enterobacteriaceae family, including Salmonella spp., and are important virulence factors. Those long, thin structures, composed mainly of FimA proteins, are responsible for recognizing and binding high-mannose oligosaccharides, which are carried by various glycoproteins and expressed at the host cell surface, via FimH adhesin, which is presented at the top of T1F. In this review, we discuss investigations into the functions of T1F, from the earliest work published in 1958 to operon organization, organelle structure, T1F biogenesis, and the various functions of T1F in Salmonella-host interactions. We give special attention to regulation of T1F expression and their role in binding of Salmonella to cells, cell lines, organ explants, and other surfaces with emphasis on biofilm formation and discuss T1F role as virulence factors based on work using animal models. We also discuss the importance of allelic variation in fimH to Salmonella pathogenesis, as well as role of FimH in Salmonella host specificity.

1 May 2014 in Infection and Immunity
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Journal Article
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SKSylvia Kleta
Sylvia Kleta
MNMarcel Nordhoff
Marcel Nordhoff
KTKarsten Tedin
Karsten Tedin
LWLothar H. Wieler
Lothar H. Wieler
RKRafał Kolenda
Rafał Kolenda
PSPeter Schierack
Peter Schierack
Enteropathogenic Escherichia coli (EPEC) is recognized as an important intestinal pathogen that frequently causes acute and persistent diarrhea in humans and animals. The use of probiotic bacteria to prevent diarrhea is gaining increasing interest. The probiotic E. coli strain Nissle 1917 (EcN) is known to be effective in the treatment of several gastrointestinal disorders. While both in vitro and in vivo studies have described strong inhibitory effects of EcN on enteropathogenic bacteria, including pathogenic E. coli , the underlying molecular mechanisms remain largely unknown. In this study, we examined the inhibitory effect of EcN on infections of porcine intestinal epithelial cells with atypical enteropathogenic E. coli (aEPEC) with respect to single infection steps, including adhesion, microcolony formation, and the attaching and effacing phenotype. We show that EcN drastically reduced the infection efficiencies of aEPEC by inhibiting bacterial adhesion and growth of microcolonies, but not the attaching and effacing of adherent bacteria. The inhibitory effect correlated with EcN adhesion capacities and was predominantly mediated by F1C fimbriae, but also by H1 flagella, which served as bridges between EcN cells. Furthermore, EcN seemed to interfere with the initial adhesion of aEPEC to host cells by secretion of inhibitory components. These components do not appear to be specific to EcN, but we propose that the strong adhesion capacities enable EcN to secrete sufficient local concentrations of the inhibitory factors. The results of this study are consistent with a mode of action whereby EcN inhibits secretion of virulence-associated proteins of EPEC, but not their expression.

1 June 2021 in Veterinary Microbiology
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Journal Article
Open access
AAAdrianna Aleksandrowicz
Adrianna Aleksandrowicz
MKMuhammad Moman Khan
Muhammad Moman Khan
KSKatarzyna Sidorczuk
Katarzyna Sidorczuk
MNMateusz Noszka
Mateusz Noszka
RKRafał Kolenda
Rafał Kolenda
Avian pathogenic Escherichia coli (APEC) is associated with extraintestinal infections and the development of colibacillosis, causing high mortality in farm birds and extensive losses in the poultry industry worldwide. The virulence of APEC is a complex phenomenon associated with numerous mechanisms involving a variety of extracellular and intracellular structures to overcome host barriers. Initial bacterial attachment or adhesion to host cells is vital to bacterial pathogenesis and is determined by various adhesins. These proteins protect pathogens against possible host defense mechanisms, enabling the effective use of other virulence attributes. Considering this property, the current review provides a systematic and in-depth analysis of the latest information on adhesins analyzed in APEC strains. This review discusses in detail each of the adhesin types, such as fimbrial chaperone-usher, fimbrial curli, nonfimbrial and atypical adhesins, and their components, presenting an opportunity to gain a better understanding of different adhesins and mechanisms employed in pathogenesis. Additionally, the article scrutinizes and notes missing information and potential studies that need to be undertaken to develop a complete understanding of APEC adhesion.