1. Novel small-molecule inhibitors of the SARS-CoV-2 spike protein binding to neuropilin 1Anja Kolarič, Marko Jukič, Urban Bren, 2022, izvirni znanstveni članek Opis: Furin cleavage of the SARS-CoV-2 spike protein results in a polybasic terminal sequence
termed the C-end rule (CendR), which is responsible for the binding to neuropilin 1 (NRP1), enhancing
viral infectivity and entry into the cell. Here we report the identification of 20 small-molecule
inhibitors that emerged from a virtual screening of nearly 950,000 drug-like compounds that bind
with high probability to the CendR-binding pocket of NRP1. In a spike NRP1 binding assay, two of
these compounds displayed a stronger inhibition of spike protein binding to NRP1 than the known
NRP1 antagonist EG00229, for which the inhibition of the CendR peptide binding to NRP1 was
also experimentally confirmed. These compounds present a good starting point for the design of
small-molecule antagonists against the SARS-CoV-2 viral entry. Ključne besede: neuropilin 1, SARS-CoV-2, COVID-19, spike binding inhibitors, virtual screening, small-molecule antagonists, molecular docking, in vitro binding assay Objavljeno v DKUM: 09.05.2025; Ogledov: 0; Prenosov: 0
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2. Inverse molecular docking elucidating the anticarcinogenic potential of the hop natural product xanthohumol and its metabolitesKatarina Kores, Zala Kolenc, Veronika Furlan, Urban Bren, 2022, izvirni znanstveni članek Opis: Natural products from plants exert a promising potential to act as antioxidants, antimicrobials, anti-inflammatory, and anticarcinogenic agents. Xanthohumol, a natural compound from hops, is indeed known for its anticarcinogenic properties. Xanthohumol is converted into three metabolites: isoxanthohumol (non-enzymatically) as well as 8- and 6-prenylnaringenin (enzymatically). An inverse molecular docking approach was applied to xanthohumol and its three metabolites to discern their potential protein targets. The aim of our study was to disclose the potential protein
targets of xanthohumol and its metabolites in order to expound on the potential anticarcinogenic
mechanisms of xanthohumol based on the found target proteins. The investigated compounds were
docked into the predicted binding sites of all human protein structures from the Protein Data Bank,
and the best docking poses were examined. Top scoring human protein targets with successfully
docked compounds were identified, and their experimental connection with the anticarcinogenic
function or cancer was investigated. The obtained results were carefully checked against the existing
experimental findings from the scientific literature as well as further validated using retrospective
metrics. More than half of the human protein targets of xanthohumol with the highest docking scores
have already been connected with the anticarcinogenic function, and four of them (including two
important representatives of the matrix metalloproteinase family, MMP-2 and MMP-9) also have a
known experimental correlation with xanthohumol. Another important protein target is acyl-protein
thioesterase 2, to which xanthohumol, isoxanthohumol, and 6-prenylnaringenin were successfully
docked with the lowest docking scores. Moreover, the results for the metabolites show that their
most promising protein targets are connected with the anticarcinogenic function as well. We firmly
believe that our study can help to elucidate the anticarcinogenic mechanisms of xanthohumol and its
metabolites as after consumption, all four compounds can be simultaneously present in the organism. Ključne besede: xanthohumol, metabolites, inverse molecular docking, anticarcinogenic effects Objavljeno v DKUM: 10.04.2025; Ogledov: 0; Prenosov: 1
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3. Mechanistic insights into biological activities of polyphenolic compounds from rosemary obtained by inverse molecular dockingSamo Lešnik, Urban Bren, 2022, izvirni znanstveni članek Opis: Rosemary (Rosmarinus officinalis L.) represents a medicinal plant known for its various
health-promoting properties. Its extracts and essential oils exhibit antioxidative, anti-inflammatory,
anticarcinogenic, and antimicrobial activities. The main compounds responsible for these effects are
the diterpenes carnosic acid, carnosol, and rosmanol, as well as the phenolic acid ester rosmarinic
acid. However, surprisingly little is known about the molecular mechanisms responsible for the
pharmacological activities of rosemary and its compounds. To discern these mechanisms, we performed a large-scale inverse molecular docking study to identify their potential protein targets. Listed
compounds were separately docked into predicted binding sites of all non-redundant holo proteins
from the Protein Data Bank and those with the top scores were further examined. We focused on
proteins directly related to human health, including human and mammalian proteins as well as
proteins from pathogenic bacteria, viruses, and parasites. The observed interactions of rosemary
compounds indeed confirm the beforementioned activities, whereas we also identified their potential
for anticoagulant and antiparasitic actions. The obtained results were carefully checked against the
existing experimental findings from the scientific literature as well as further validated using both
redocking procedures and retrospective metrics. Ključne besede: rosemary, inverse molecular docking, carnosol, carnosic acid, rosmanol, rosmarinic acid Objavljeno v DKUM: 10.04.2025; Ogledov: 0; Prenosov: 2
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4. A HepG2 cell-based biosensor that uses stainless steel electrodes for hepatotoxin detectionMartin Rozman, Zala Štukovnik, Ajda Sušnik, Amirhossein Pakseresht, Matej Hočevar, Damjana Drobne, Urban Bren, 2022, izvirni znanstveni članek Opis: Humans are frequently exposed to environmental hepatotoxins, which can lead to liver
failure. Biosensors may be the best candidate for the detection of hepatotoxins because of their high
sensitivity and specificity, convenience, time-saving, low cost, and extremely low detection limit. To
investigate suitability of HepG2 cells for biosensor use, different methods of adhesion on stainless
steel surfaces were investigated, with three groups of experiments performed in vitro. Cytotoxicity
assays, which include the resazurin assay, the neutral red assay (NR), and the Coomassie Brilliant Blue
(CBB) assay, were used to determine the viability of HepG2 cells exposed to various concentrations of
aflatoxin B1 (AFB1) and isoniazid (INH) in parallel. The viability of the HepG2 cells on the stainless
steel surface was quantitatively and qualitatively examined with different microscopy techniques. A
simple cell-based electrochemical biosensor was developed by evaluating the viability of the HepG2
cells on the stainless steel surface when exposed to various concentrations of AFB1 and INH by using
electrochemical impedance spectroscopy (EIS). The results showed that HepG2 cells can adhere to the
metal surface and could be used as part of the biosensor to determine simple hepatotoxic samples. Ključne besede: HepG2 cell line, impedance biosensor, adhesion, hepatotoxins, stainless steel Objavljeno v DKUM: 10.04.2025; Ogledov: 0; Prenosov: 3
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5. Commercial SARS-CoV-2 targeted, protease inhibitor focused and protein–protein interaction inhibitor focused molecular libraries for virtual screening and drug designSebastjan Kralj, Marko Jukič, Urban Bren, 2022, pregledni znanstveni članek Opis: Since December 2019, the new SARS-CoV-2-related COVID-19 disease has caused a global
pandemic and shut down the public life worldwide. Several proteins have emerged as potential
therapeutic targets for drug development, and we sought out to review the commercially available
and marketed SARS-CoV-2-targeted libraries ready for high-throughput virtual screening (HTVS).
We evaluated the SARS-CoV-2-targeted, protease-inhibitor-focused and protein–protein-interactioninhibitor-focused libraries to gain a better understanding of how these libraries were designed. The
most common were ligand- and structure-based approaches, along with various filtering steps, using
molecular descriptors. Often, these methods were combined to obtain the final library. We recognized
the abundance of targeted libraries offered and complimented by the inclusion of analytical data;
however, serious concerns had to be raised. Namely, vendors lack the information on the library
design and the references to the primary literature. Few references to active compounds were also
provided when using the ligand-based design and usually only protein classes or a general panel
of targets were listed, along with a general reference to the methods, such as molecular docking for
the structure-based design. No receptor data, docking protocols or even references to the applied
molecular docking software (or other HTVS software), and no pharmacophore or filter design
details were given. No detailed functional group or chemical space analyses were reported, and no
specific orientation of the libraries toward the design of covalent or noncovalent inhibitors could
be observed. All libraries contained pan-assay interference compounds (PAINS), rapid elimination
of swill compounds (REOS) and aggregators, as well as focused on the drug-like model, with the
majority of compounds possessing their molecular mass around 500 g/mol. These facts do not bode
well for the use of the reviewed libraries in drug design and lend themselves to commercial drug
companies to focus on and improve. Ključne besede: targeted libraries, focused libraries, computer-aided drug design, virtual screening, in silico drug design, high-throughput virtual screening Objavljeno v DKUM: 09.04.2025; Ogledov: 0; Prenosov: 3
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6. Identification of furin protease small-molecule inhibitor with a 1,3-thiazol-2-ylaminosulfonyl scaffoldAnja Kolarič, Vid Ravnik, Sara Štumpf Horvat, Marko Jukič, Urban Bren, 2025, izvirni znanstveni članek Ključne besede: computer-assisted drug design, CADD, computer-assisted drug design, furin inhibitors, protease inhibitors, antivirals, protease inhibitors, furin assay, antiviral drug design Objavljeno v DKUM: 20.03.2025; Ogledov: 0; Prenosov: 1
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7. Development of fluorescence-based method for dopamine determination using o-phthaldialdehyde and 3-mercaptopropyltriethoxysilaneValeriia V. Sliesarenko, Marijana Krstić, Urban Bren, Aleksandra Lobnik, 2025, izvirni znanstveni članek Opis: Nanomaterials and sensors play an important role in modern technologies, including medical diagnostics and biochemical research. This work presents the possibility of using o-Phthaldialdehyde (OPA) in combination with 3-mercaptopropyltriethoxysilane (MPTES) to develop a dopamine-responsive sensor. During the experiment, these materials were used at different pH and ratios to determine the optimal parameters for obtaining high fluorescence intensity of the reaction product. The data obtained demonstrate a linear relationship between the fluorescence response (λex/λem = 340/460 nm) of OPA/MPTES and dopamine concentration in the range of 0.1–3.0 µM at a pH of 8, and the detection limit was 8.7 nM. The obtained results confirm the potential of OPA/MPTES as a sensing component for the detection of dopamine Ključne besede: fluorometric method, dopamine, o-phthalaldehyde Objavljeno v DKUM: 13.03.2025; Ogledov: 0; Prenosov: 1
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8. Computational analysis of S1PR1 SNPs reveals drug binding modes relevant to multiple sclerosis treatmentKatarina Kores, Samo Lešnik, Urban Bren, 2024, izvirni znanstveni članek Ključne besede: molecular dynamics simulations, personalized therapy, single nucleotide polymorphisms, SNPs, linear interaction energy, LIE, multiple sclerosis, MS Objavljeno v DKUM: 03.02.2025; Ogledov: 0; Prenosov: 3
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9. The Bray–Liebhafsky oscillatory reaction as a chemosensor for benzenediolsAleksandra Pavičević, Marija Veles, Jelena P. Maksimović, Jelena Tošović, Urban Bren, Uroš Čakar, Maja C. Pagnacco, 2024, izvirni znanstveni članek Ključne besede: oscillatory reactions, Bray–Liebhafsky reaction, benzenediols, chemical sensors, radical scavenging Objavljeno v DKUM: 31.01.2025; Ogledov: 0; Prenosov: 3
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10. Exploring antioxidative properties of xanthohumol and isoxanthohumol : an integrated experimental and computational approach with isoxanthohumol pKa determinationJelena Tošović, Zala Kolenc, Gregor Hostnik, Urban Bren, 2025, izvirni znanstveni članek Opis: This study explores the antioxidative activities of xanthohumol (XN) and isoxanthohumol (IXN), prenylated flavonoids from Humulus lupulus (family Cannabaceae), utilizing the oxygen radical absorption capacity (ORAC) and ferric reducing antioxidant power (FRAP) assays along with computational Density Functional Theory methods. Experimentally, XN demonstrated significantly higher antioxidative capacities than IXN. Moreover, we determined IXN pKa values using the UV/Vis spectrophotometric method for the first time, facilitating its accurate computational modeling under physiological conditions. Through a thermodynamic approach, XN was found to efficiently scavenge HOO• and CH3O• radicals via Hydrogen Atom Transfer (HAT) and Radical Adduct Formation (RAF) mechanisms, while CH3OO• scavenging was feasible only through the HAT pathway. IXN exhibited its best antioxidative activity against CH3O• via both HAT and RAF mechanisms and could also scavenge HOO• through RAF. Both Single Electron Transfer (SET) and Sequential Proton Loss-Electron Transfer (SPLET) mechanisms were thermodynamically unfavorable for all radicals and both compounds. Ključne besede: antioxidative activity, bio-active membranes, xanthohumol, isoxanthohumol, ORAC and FRAP assays, pKa determination, density functional theory, DFT Objavljeno v DKUM: 31.01.2025; Ogledov: 0; Prenosov: 5
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