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  4. Pharmacological profiles of neglected tropical disease drugs
 
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2024
Journal Article
Title

Pharmacological profiles of neglected tropical disease drugs

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.
Author(s)
Greco, Alessandro
Fraunhofer-Institut für Translationale Medizin und Pharmakologie ITMP  
Karki, Reagon  
Fraunhofer-Institut für Translationale Medizin und Pharmakologie ITMP  
Gadiya, Yojana  
Fraunhofer-Institut für Translationale Medizin und Pharmakologie ITMP  
Deecke, Clara
Fraunhofer-Institut für Translationale Medizin und Pharmakologie ITMP  
Zaliani, Andrea  
Fraunhofer-Institut für Translationale Medizin und Pharmakologie ITMP  
Gul, Sheraz
Fraunhofer-Institut für Translationale Medizin und Pharmakologie ITMP  
Journal
Artificial Intelligence in the Life Sciences  
Open Access
File(s)
Download (5.62 MB)
Rights
CC BY 4.0: Creative Commons Attribution
DOI
10.1016/j.ailsci.2024.100116
10.24406/publica-6356
Additional link
Full text
Language
English
Fraunhofer-Institut für Translationale Medizin und Pharmakologie ITMP  
Keyword(s)
  • Drug discovery

  • Drug repurposing

  • Knowledge graph

  • Neglected tropical diseases (NTDs)

  • One health

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