TY - JOUR
T1 - In vitro confirmation of siramesine as a novel antifungal agent with in silico lead proposals of structurally related antifungals
AU - Vlainić, Josipa
AU - Jović, Ozren
AU - Kosalec, Ivan
AU - Vugrek, Oliver
AU - Čož-Rakovac, Rozelindra
AU - Šmuc, Tomislav
N1 - Publisher Copyright:
© 2021 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2021/6/1
Y1 - 2021/6/1
N2 - The limited number of medicinal products available to treat of fungal infections makes control of fungal pathogens problematic, especially since the number of fungal resistance incidents increases. Given the high costs and slow development of new antifungal treatment options, re-purposing of already known compounds is one of the proposed strategies. The objective of this study was to perform in vitro experimental tests of already identified lead compounds in our pre-vious in silico drug repurposing study, which had been conducted on the known Drugbank data-base using a seven-step procedure which includes machine learning and molecular docking. This study identifies siramesine as a novel antifungal agent. This novel indication was confirmed through in vitro testing using several yeast species and one mold. The results showed susceptibility of Candida species to siramesine with MIC at concentration 12.5 µg/mL, whereas other candidates had no antifungal activity. Siramesine was also effective against in vitro biofilm formation and already formed biofilm was reduced following 24 h treatment with a MBEC range of 50–62.5 µg/mL. Siramesine is involved in modulation of ergosterol biosynthesis in vitro, which indicates it is a potential target for its antifungal activity. This implicates the possibility of siramesine repur-posing, especially since there are already published data about nontoxicity. Following our in vitro results, we provide additional in depth in silico analysis of siramesine and compounds structurally similar to siramesine, providing an extended lead set for further preclinical and clinical investiga-tion, which is needed to clearly define molecular targets and to elucidate its in vivo effectiveness as well.
AB - The limited number of medicinal products available to treat of fungal infections makes control of fungal pathogens problematic, especially since the number of fungal resistance incidents increases. Given the high costs and slow development of new antifungal treatment options, re-purposing of already known compounds is one of the proposed strategies. The objective of this study was to perform in vitro experimental tests of already identified lead compounds in our pre-vious in silico drug repurposing study, which had been conducted on the known Drugbank data-base using a seven-step procedure which includes machine learning and molecular docking. This study identifies siramesine as a novel antifungal agent. This novel indication was confirmed through in vitro testing using several yeast species and one mold. The results showed susceptibility of Candida species to siramesine with MIC at concentration 12.5 µg/mL, whereas other candidates had no antifungal activity. Siramesine was also effective against in vitro biofilm formation and already formed biofilm was reduced following 24 h treatment with a MBEC range of 50–62.5 µg/mL. Siramesine is involved in modulation of ergosterol biosynthesis in vitro, which indicates it is a potential target for its antifungal activity. This implicates the possibility of siramesine repur-posing, especially since there are already published data about nontoxicity. Following our in vitro results, we provide additional in depth in silico analysis of siramesine and compounds structurally similar to siramesine, providing an extended lead set for further preclinical and clinical investiga-tion, which is needed to clearly define molecular targets and to elucidate its in vivo effectiveness as well.
KW - Antifungal activity
KW - Candida albicans
KW - Erg2
KW - Ergosterol
KW - In vitro cell experiments
KW - Molecular docking
KW - PKi prediction
KW - QSAR
KW - Siramesine
UR - http://www.scopus.com/inward/record.url?scp=85108555675&partnerID=8YFLogxK
U2 - 10.3390/molecules26123504
DO - 10.3390/molecules26123504
M3 - Article
C2 - 34201401
AN - SCOPUS:85108555675
SN - 1420-3049
VL - 26
JO - Molecules
JF - Molecules
IS - 12
M1 - 3504
ER -