Abstract
The in silico study of medicinal plants is a rapidly growing field. Techniques such as reverse screening and network pharmacology are used to study the complex cellular action of medicinal plants against disease. However, it is difficult to produce a meaningful visualization of phytochemical-protein interactions (PCPIs) in the cell. This study introduces a novel workflow combining various tools to visualize a PCPI network for a medicinal plant against a disease. The five steps are 1) phytochemical compilation, 2) reverse screening, 3) network building, 4) network visualization, and 5) evaluation. The output is a PCPI network that encodes multiple dimensions of information, including subcellular location, phytochemical class, pharmacokinetic data, and prediction probability. As a proof of concept, we built a PCPI network for bitter gourd (Momordica charantia L.) against colorectal cancer. The network and workflow are available at https://yumibriones.github.io/network/. The PCPI network highlights high-confidence interactions for further in vitro or in vivo study. The overall workflow is broadly transferable and can be used to visualize the action of other medicinal plants or small molecules against other diseases.
| Original language | American English |
|---|---|
| Article number | 768886 |
| Journal | Chemistry Faculty Publications |
| Volume | 1 |
| State | Published - Dec 13 2021 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
-
SDG 3 Good Health and Well-being
ASJC Scopus Subject Areas
- Biochemistry
- Biotechnology
- Computational Mathematics
- Statistics and Probability
- Structural Biology
Keywords
- network visualization
- network pharmacology
- reverse screening
- medicinal plants
- phytochemicals
- Momordica charantia (bitter gourd)
- colorectal cancer
Disciplines
- Chemistry
- Diseases
- Oncology
- Pharmacology, Toxicology and Environmental Health
- Plant Sciences
Fingerprint
Dive into the research topics of 'Visualizing Phytochemical-Protein Interaction Networks: Momordica charantia and Cancer: Momordica charantia and Cancer'. Together they form a unique fingerprint.Cite this
- APA
- Standard
- Harvard
- Vancouver
- Author
- BIBTEX
- RIS