TY - JOUR
T1 - Network-based approaches reveal potential therapeutic targets for host-directed antileishmanial therapy driving drug repurposing
AU - Eduardo Martinez-Hernandez, J.
AU - Hammoud, Zaynab
AU - De Sousa, Alessandra Mara
AU - Kramer, Frank
AU - Do Monte-Neto, Rubens L.
AU - Maracaja-Coutinho, Vinicius
AU - Martin, Alberto J.M.
N1 - Publisher Copyright:
© 2021 American Society for Microbiology. All rights reserved.
PY - 2021/10
Y1 - 2021/10
N2 - Leishmania parasites are the causal agent of leishmaniasis, an endemic disease in more than 90 countries worldwide. Over the years, traditional approaches focused on the parasite when developing treatments against leishmaniasis. Despite numerous attempts, there is not yet a universal treatment, and those available have allowed for the appearance of resistance. Here, we propose and follow a host-directed approach that aims to overcome the current lack of treatment. Our approach identifies potential therapeutic targets in the host cell and proposes known drug interactions aiming to improve the immune response and to block the host machinery necessary for the survival of the parasite. We started analyzing transcription factor regulatory networks of macrophages infected with Leishmania major. Next, based on the regulatory dynamics of the infection and available gene expression profiles, we selected potential therapeutic target proteins. The function of these proteins was then analyzed following a multilayered network scheme in which we combined information on metabolic pathways with known drugs that have a direct connection with the activity carried out by these proteins. Using our approach, we were able to identify five host protein-coding gene products that are potential therapeutic targets for treating leishmaniasis. Moreover, from the 11 drugs known to interact with the function performed by these proteins, 3 have already been tested against this parasite, verifying in this way our novel methodology. More importantly, the remaining eight drugs previously employed to treat other diseases, remain as promising yet-untested antileishmanial therapies.
AB - Leishmania parasites are the causal agent of leishmaniasis, an endemic disease in more than 90 countries worldwide. Over the years, traditional approaches focused on the parasite when developing treatments against leishmaniasis. Despite numerous attempts, there is not yet a universal treatment, and those available have allowed for the appearance of resistance. Here, we propose and follow a host-directed approach that aims to overcome the current lack of treatment. Our approach identifies potential therapeutic targets in the host cell and proposes known drug interactions aiming to improve the immune response and to block the host machinery necessary for the survival of the parasite. We started analyzing transcription factor regulatory networks of macrophages infected with Leishmania major. Next, based on the regulatory dynamics of the infection and available gene expression profiles, we selected potential therapeutic target proteins. The function of these proteins was then analyzed following a multilayered network scheme in which we combined information on metabolic pathways with known drugs that have a direct connection with the activity carried out by these proteins. Using our approach, we were able to identify five host protein-coding gene products that are potential therapeutic targets for treating leishmaniasis. Moreover, from the 11 drugs known to interact with the function performed by these proteins, 3 have already been tested against this parasite, verifying in this way our novel methodology. More importantly, the remaining eight drugs previously employed to treat other diseases, remain as promising yet-untested antileishmanial therapies.
KW - Drug repurposing
KW - Gene regulatory networks
KW - Host-direct therapy
KW - Leishmaniasis
KW - Multilayered network
UR - http://www.scopus.com/inward/record.url?scp=85119107707&partnerID=8YFLogxK
U2 - 10.1128/Spectrum.01018-21
DO - 10.1128/Spectrum.01018-21
M3 - Article
C2 - 34668739
AN - SCOPUS:85119107707
SN - 2165-0497
VL - 9
JO - Microbiology Spectrum
JF - Microbiology Spectrum
IS - 2
M1 - e01018-21
ER -