Pharmacological profiles of neglected tropical disease drugs

According to the World health Organization there are a group of 20 diverse infectious Neglected Tropical Disease (NTD) conditions that primarily affect populations in low-income and developing regions. Despite the limited attention and funding compared to other health concerns, significant efforts to develop drugs for treating and controlling NTDs have been made. However, there is room for developing NTD drugs with improved safety, efficacy and ecotoxicological profiles. In order to facilitate this, we have adapted our existing validated data-driven workflows for understanding disease comorbidity to systematically evaluate the approved drugs that target the major World Health Organization defined NTDs. The foundation for this work comprised assembling the physicochemical, biological and clinical properties of each NTD drug and identifying patterns that reveal the underlying cause of their efficacy and side-effect profiles. Subsequently, computational methods were employed to identify analogs with potentially improved profiles and validated in a case study focusing on the teratogenic antileishmanial drug miltefosine. The wider impact of NTD drugs with regards to a One Health cross-disciplinary perspective at the human-animal-environment interface are also discussed.

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Publication Details

Journal
Artificial Intelligence in the Life Sciences
Published
2024-10-31
DOI
https://doi.org/10.1016/j.ailsci.2024.100116
Citations
1
Primary Topic
Parasites and Host Interactions
Type
article
Field-Weighted Citation Impact
0.52
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article

Pharmacological profiles of neglected tropical disease drugs

Yojana Gadiya, Reagon Karki, Alessandro Greco, Andrea Zaliani et al.
1 citations
Artificial Intelligence in the Life Sciences
Parasites and Host Interactions
0.52
article

Pharmacological profiles of neglected tropical disease drugs

Yojana Gadiya, Reagon Karki, Alessandro Greco, Andrea Zaliani, Sheraz Gul, Clara Deecke
article en
1 citations

Abstract

According to the World health Organization there are a group of 20 diverse infectious Neglected Tropical Disease (NTD) conditions that primarily affect populations in low-income and developing regions. Despite the limited attention and funding compared to other health concerns, significant efforts to develop drugs for treating and controlling NTDs have been made. However, there is room for developing NTD drugs with improved safety, efficacy and ecotoxicological profiles. In order to facilitate this, we have adapted our existing validated data-driven workflows for understanding disease comorbidity to systematically evaluate the approved drugs that target the major World Health Organization defined NTDs. The foundation for this work comprised assembling the physicochemical, biological and clinical properties of each NTD drug and identifying patterns that reveal the underlying cause of their efficacy and side-effect profiles. Subsequently, computational methods were employed to identify analogs with potentially improved profiles and validated in a case study focusing on the teratogenic antileishmanial drug miltefosine. The wider impact of NTD drugs with regards to a One Health cross-disciplinary perspective at the human-animal-environment interface are also discussed.

Artificial Intelligence in the Life SciencesVol. 6
University of Pisa (IT), University of Bonn (DE), Fraunhofer Institute for Translational Medicine and Pharmacology (DE), Bonn Aachen International Center for Information Technology (DE)
Openalex Percentile: Top 33%
Parasites and Host Interactions
0.52
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Pharmacological profiles of neglected tropical disease drugs — Yojana Gadiya, Reagon Karki, et al. · Artificial Intelligence in the Life Sciences (2024) | TGRS Research Map | TGRS