Aya M. Mustafa, Riham A. El-Shiekh, Safaa A. Faheem, Mariam H. Fawzy, Mohammed E. Abo-El Fetoh, Ahmed F. Mohamed, Shymaa Hatem, Asmaa A. Mandour
{"title":"Lupeol:一项利用人工智能辅助预测工具的最新综述,以增强对Lupeol治疗脱发的潜力的治疗见解","authors":"Aya M. Mustafa, Riham A. El-Shiekh, Safaa A. Faheem, Mariam H. Fawzy, Mohammed E. Abo-El Fetoh, Ahmed F. Mohamed, Shymaa Hatem, Asmaa A. Mandour","doi":"10.1186/s43094-025-00878-4","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><p>Alopecia, a condition characterized by hair loss, affects millions of people worldwide and has a substantial impact on their quality of life. Traditional medicines frequently have limitations and side effects, prompting the development of innovative therapeutic agents.</p><h3>Objectives</h3><p>Lupeol (LUP), a natural triterpenoid, has garnered attention for its anti-inflammatory and antioxidant potential, making it a promising candidate for alopecia management. Encapsulation of LUP-rich extracts enhances bioavailability and stability, facilitating their incorporation into dietary supplements.</p><h3>Methods</h3><p>The integration of AI-assisted predictive tools in this review has provided deeper insights into the therapeutic potential of LUP for alopecia management.</p><h3>Results</h3><p>Our findings indicate that LUP exhibits significant potential in promoting hair growth and reducing inflammation associated with alopecia. The AI-assisted analysis revealed key molecular pathways through which LUP exerts its effects, including the modulation of EGFR, PTGS2, ESR1, and AR targets and inhibition of pro-inflammatory mediators (COX-2). Additionally, predictive models suggest favorable pharmacokinetics and minimal adverse effects, supporting the feasibility of LUP as a therapeutic agent. Our findings advocate for further preclinical and clinical studies to validate these results and explore the full scope of LUP’s benefits.</p><h3>Conclusion</h3><p>This approach exemplifies the synergy between traditional pharmacological research and cutting-edge AI technology, paving the way for innovative treatments in dermatology.</p></div>","PeriodicalId":577,"journal":{"name":"Future Journal of Pharmaceutical Sciences","volume":"11 1","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2025-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fjps.springeropen.com/counter/pdf/10.1186/s43094-025-00878-4","citationCount":"0","resultStr":"{\"title\":\"Lupeol: an updated review utilizing AI-assisted predictive tools for enhanced therapeutic insights into lupeol’s potential for alopecia management\",\"authors\":\"Aya M. Mustafa, Riham A. El-Shiekh, Safaa A. Faheem, Mariam H. Fawzy, Mohammed E. Abo-El Fetoh, Ahmed F. Mohamed, Shymaa Hatem, Asmaa A. Mandour\",\"doi\":\"10.1186/s43094-025-00878-4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><p>Alopecia, a condition characterized by hair loss, affects millions of people worldwide and has a substantial impact on their quality of life. Traditional medicines frequently have limitations and side effects, prompting the development of innovative therapeutic agents.</p><h3>Objectives</h3><p>Lupeol (LUP), a natural triterpenoid, has garnered attention for its anti-inflammatory and antioxidant potential, making it a promising candidate for alopecia management. Encapsulation of LUP-rich extracts enhances bioavailability and stability, facilitating their incorporation into dietary supplements.</p><h3>Methods</h3><p>The integration of AI-assisted predictive tools in this review has provided deeper insights into the therapeutic potential of LUP for alopecia management.</p><h3>Results</h3><p>Our findings indicate that LUP exhibits significant potential in promoting hair growth and reducing inflammation associated with alopecia. The AI-assisted analysis revealed key molecular pathways through which LUP exerts its effects, including the modulation of EGFR, PTGS2, ESR1, and AR targets and inhibition of pro-inflammatory mediators (COX-2). Additionally, predictive models suggest favorable pharmacokinetics and minimal adverse effects, supporting the feasibility of LUP as a therapeutic agent. 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Lupeol: an updated review utilizing AI-assisted predictive tools for enhanced therapeutic insights into lupeol’s potential for alopecia management
Background
Alopecia, a condition characterized by hair loss, affects millions of people worldwide and has a substantial impact on their quality of life. Traditional medicines frequently have limitations and side effects, prompting the development of innovative therapeutic agents.
Objectives
Lupeol (LUP), a natural triterpenoid, has garnered attention for its anti-inflammatory and antioxidant potential, making it a promising candidate for alopecia management. Encapsulation of LUP-rich extracts enhances bioavailability and stability, facilitating their incorporation into dietary supplements.
Methods
The integration of AI-assisted predictive tools in this review has provided deeper insights into the therapeutic potential of LUP for alopecia management.
Results
Our findings indicate that LUP exhibits significant potential in promoting hair growth and reducing inflammation associated with alopecia. The AI-assisted analysis revealed key molecular pathways through which LUP exerts its effects, including the modulation of EGFR, PTGS2, ESR1, and AR targets and inhibition of pro-inflammatory mediators (COX-2). Additionally, predictive models suggest favorable pharmacokinetics and minimal adverse effects, supporting the feasibility of LUP as a therapeutic agent. Our findings advocate for further preclinical and clinical studies to validate these results and explore the full scope of LUP’s benefits.
Conclusion
This approach exemplifies the synergy between traditional pharmacological research and cutting-edge AI technology, paving the way for innovative treatments in dermatology.
期刊介绍:
Future Journal of Pharmaceutical Sciences (FJPS) is the official journal of the Future University in Egypt. It is a peer-reviewed, open access journal which publishes original research articles, review articles and case studies on all aspects of pharmaceutical sciences and technologies, pharmacy practice and related clinical aspects, and pharmacy education. The journal publishes articles covering developments in drug absorption and metabolism, pharmacokinetics and dynamics, drug delivery systems, drug targeting and nano-technology. It also covers development of new systems, methods and techniques in pharmacy education and practice. The scope of the journal also extends to cover advancements in toxicology, cell and molecular biology, biomedical research, clinical and pharmaceutical microbiology, pharmaceutical biotechnology, medicinal chemistry, phytochemistry and nutraceuticals.