Marcin Radom

Dr. Marcin Radom

Institute of Computing Science, Poznan University of Technology
+1
orcid

Research Focus & Metrics

Academic Career Length

18Years (2009-Present)

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

Representative Publications

View All Publications
16 December 2015 in Scientific Reports
Verified
Journal Article
Open access
Dorota FormanowiczDorota Formanowicz
Dorota Formanowicz
MWMaria Wanic-Kossowska
Maria Wanic-Kossowska
EPElżbieta Pawliczak
Elżbieta Pawliczak
MRMarcin Radom
Marcin Radom
PFPiotr Formanowicz
Piotr Formanowicz
The aim of this study was to check if serum interleukin-18 (IL-18) predicts 2-year cardiovascular mortality in patients at various stages of chronic kidney disease (CKD) and history of acute myocardial infarction (AMI) within the previous year. Diabetes mellitus was one of the key factors of exclusion. It was found that an increase in serum concentration of IL-18 above the cut-off point (1584.5 pg/mL) was characterized by 20.63-fold higher risk of cardiovascular deaths among studied patients. IL-18 serum concentration was found to be superior to the well-known cardiovascular risk parameters, like high sensitivity C-reactive protein (hsCRP), carotid intima media thickness (CIMT), glomerular filtration rate, albumins, ferritin, N-terminal prohormone of brain natriuretic peptide (NT-proBNP) in prognosis of cardiovascular mortality. The best predictive for IL-18 were 4 variables, such as CIMT, NT-proBNP, albumins and hsCRP, as they predicted its concentration at 89.5%. Concluding, IL-18 seems to be important indicator and predictor of cardiovascular death in two-year follow-up among non-diabetic patients suffering from CKD, with history of AMI in the previous year. The importance of IL-18 in the process of atherosclerotic plaque formation has been confirmed by systems analysis based on a formal model expressed in the language of Petri nets theory.


1 December 2013 in Journal of Biomedical Informatics
Verified
Journal Article
Closed access
Dorota FormanowiczDorota Formanowicz
Dorota Formanowicz
AKAdam Kozak
Adam Kozak
TGTomasz Głowacki
Tomasz Głowacki
MRMarcin Radom
Marcin Radom
PFPiotr Formanowicz
Piotr Formanowicz

1 August 2009 in Molecular Plant-Microbe Interactions®
Verified
Journal Article
Open access
MJMichal Jasinski
Michal Jasinski
JBJoanna Banasiak
Joanna Banasiak
MRMarcin Radom
Marcin Radom
AKAnna Kalitkiewicz
Anna Kalitkiewicz
MFMarek Figlerowicz
Marek Figlerowicz
Full-size ATP-binding cassette (ABC) transporters belonging to the ABCG subfamily are unique for plants and fungi. There is growing evidence that certain of these proteins play a role in plant defense or signaling systems. As yet, a complete set of full-size ABCG protein genes has been inventoried and classified in only two plants: Arabidopsis thaliana and Oryza sativa. Recently, a domain-based clustering analysis has predicted the presence of at least 12 genes encoding such proteins in the Lotus japonicus genome. Here, we identify and classify 19 genes coding full-size ABCG proteins in Medicago truncatula, a model legume plant. We have found that the majority of these genes are expressed in roots and flowers whereas only a few are expressed in leaves. Expression of several has been induced upon pathogenic infection in both roots and leaves. ABCG messenger RNAs have been detected in root nodules forming during symbiosis of legume plants and nitrogen-fixing bacteria. The data presented provide a scaffold for further studies of the physiological function of Medicago ABCG transporters and their possible role in modulating plant–microorganism interactions.

7 August 2017 in Bioinformatics
Verified
Journal Article
Closed access
PDF file
MRMarcin Radom
Marcin Radom
ARAgnieszka Rybarczyk
Agnieszka Rybarczyk
BSBartłomiej Szawulak
Bartłomiej Szawulak
HAHubert Andrzejewski
Hubert Andrzejewski
PCPiotr Chabelski
Piotr Chabelski
PFPiotr Formanowicz
Piotr Formanowicz
Summary: Model development and its analysis is a fundamental step in systems biology. The theory of Petri nets offers a tool for such a task. Since the rapid development of computer science, a variety of tools for Petri nets emerged, offering various analytical algorithms. From this follows a problem of using different programs to analyse a single model. Many file formats and different representations of results make the analysis much harder. Especially for larger nets the ability to visualize the results in a proper form provides a huge help in the understanding of their significance. We present a new tool for Petri nets development and analysis called Holmes. Our program contains algorithms for model analysis based on different types of Petri nets, e.g. invariant generator, Maximum Common Transitions (MCT) sets and cluster modules, simulation algorithms or knockout analysis tools. A very important feature is the ability to visualize the results of almost all analytical modules. The integration of such modules into one graphical environment allows a researcher to fully devote his or her time to the model building and analysis. Availability and implementation: Available at http://www.cs.put.poznan.pl/mradom/Holmes/holmes.html

Verified
Journal Article
Open access
PDF file
Dorota FormanowiczDorota Formanowicz
Dorota Formanowicz
ARAgnieszka Rybarczyk
Agnieszka Rybarczyk
MRMarcin Radom
Marcin Radom
PFPiotr Formanowicz
Piotr Formanowicz
Recent studies have shown that the innate and adaptive immune system, together with low-grade inflammation, may play an important role in essential hypertension. In this work, to verify the importance of selected factors for the development of essential hypertension, we created a Petri net-based model and analyzed it. The analysis was based mainly on t-invariants, knockouts of selected fragments of the net and its simulations. The blockade of the renin-angiotensin (RAA) system revealed that the most significant effect on the emergence of essential hypertension has RAA activation. This blockade affects: (1) the formation of angiotensin II, (2) inflammatory process (by influencing C-reactive protein (CRP)), (3) the initiation of blood coagulation, (4) bradykinin generation via the kallikrein-kinin system, (5) activation of lymphocytes in hypertension, (6) the participation of TNF alpha in the activation of the acute phase response, and (7) activation of NADPH oxidase—a key enzyme of oxidative stress. On the other hand, we found that the blockade of the activation of the RAA system may not eliminate hypertension that can occur due to disturbances associated with the osmotically independent binding of Na in the interstitium. Moreover, we revealed that inflammation alone is not enough to trigger primary hypertension, but it can coexist with it. We believe that our research may contribute to a better understanding of the pathology of hypertension. It can help identify potential subprocesses, which blocking will allow better control of essential hypertension.