TY - JOUR
T1 - Artificial intelligence and nanotechnology for cervical cancer treatment
T2 - Current status and future perspectives
AU - Kour, Satbir
AU - Biswas, Indrani
AU - Sheoran, Sumit
AU - Arora, Swati
AU - Sheela, Prasanna
AU - Duppala, Santosh Kumari
AU - Murthy, Dwarkanath K.
AU - Pawar, Smita C.
AU - Singh, Himanshu
AU - Kumar, Deepak
AU - Prabhu, Dhamodharan
AU - Vuree, Sugunakar
AU - Kumar, Raj
N1 - Publisher Copyright:
© 2023 Elsevier B.V.
PY - 2023/5
Y1 - 2023/5
N2 - Cancer epigenetics has become increasingly popular due to the reversible nature of epigenetic changes that tend to take place during carcinogenesis. Cervical tumorigenesis in influenced by epigenetic changes such as DNA methylation and acetylation. Several epigenetically active inhibitors targeting DNA methyltransferase (DNMTs) and histone deacetylases (HDACs) are either approved or under clinical trials to treat cervical cancer. However, most synthetic inhibitors have shown adverse side effects, off-target specificity, and are expensive. Hence, bioactive phytochemicals, widely available with lesser toxicity impacts, have been evaluated for their role in the modulation of epigenetic traits involved in gene regulation for cervical cancer prevention and therapy. Most of these phytochemicals potentially altered the expression of oncogenes and key tumor suppressor genes through modulation of DNA methylation and chromatin modification in different forms of cancer including cervical cancer. Even though these compounds exerted potential anti-tumor activity, there is a paucity of studies reported on their targeted delivery with desirable effects. In this scenario, nano-encapsulated drugs exhibited multi-parametric anti-tumor activity, yet there are some crucial factors such as the tumor-microenvironment (TME) and toxicological effects of these nano-formulated therapeutics may pose a difficult task from its clinical use. However, computational pharmaceutics employing artificial intelligence (AI) tools and nano-formulations might elevate the present therapeutic strategy compared to the conventional route. This review also supports significant future research for developing AI and nanotechnology based therapeutics that are needed for advanced, precise, and personalized healthcare systems.
AB - Cancer epigenetics has become increasingly popular due to the reversible nature of epigenetic changes that tend to take place during carcinogenesis. Cervical tumorigenesis in influenced by epigenetic changes such as DNA methylation and acetylation. Several epigenetically active inhibitors targeting DNA methyltransferase (DNMTs) and histone deacetylases (HDACs) are either approved or under clinical trials to treat cervical cancer. However, most synthetic inhibitors have shown adverse side effects, off-target specificity, and are expensive. Hence, bioactive phytochemicals, widely available with lesser toxicity impacts, have been evaluated for their role in the modulation of epigenetic traits involved in gene regulation for cervical cancer prevention and therapy. Most of these phytochemicals potentially altered the expression of oncogenes and key tumor suppressor genes through modulation of DNA methylation and chromatin modification in different forms of cancer including cervical cancer. Even though these compounds exerted potential anti-tumor activity, there is a paucity of studies reported on their targeted delivery with desirable effects. In this scenario, nano-encapsulated drugs exhibited multi-parametric anti-tumor activity, yet there are some crucial factors such as the tumor-microenvironment (TME) and toxicological effects of these nano-formulated therapeutics may pose a difficult task from its clinical use. However, computational pharmaceutics employing artificial intelligence (AI) tools and nano-formulations might elevate the present therapeutic strategy compared to the conventional route. This review also supports significant future research for developing AI and nanotechnology based therapeutics that are needed for advanced, precise, and personalized healthcare systems.
KW - Artificial intelligence
KW - DNA Methylation
KW - Epigenetics
KW - Histone deacetylation
KW - Nanoscience
KW - Phytochemicals
UR - http://www.scopus.com/inward/record.url?scp=85151544436&partnerID=8YFLogxK
U2 - 10.1016/j.jddst.2023.104392
DO - 10.1016/j.jddst.2023.104392
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AN - SCOPUS:85151544436
SN - 1773-2247
VL - 83
JO - Journal of Drug Delivery Science and Technology
JF - Journal of Drug Delivery Science and Technology
M1 - 104392
ER -