Home Community A Recent Deep Learning Research Identifies Antimalarial Drug as a Possible Treatment for Osteoporosis

A Recent Deep Learning Research Identifies Antimalarial Drug as a Possible Treatment for Osteoporosis

0
A Recent Deep Learning Research Identifies Antimalarial Drug as a Possible Treatment for Osteoporosis

The issue of osteoporosis, a condition characterised by excessive bone loss and a heightened risk of fractures, has long plagued older people. A fragile balance is maintained between bone-building osteoblasts and bone-resorbing osteoclasts in healthy individuals. Nonetheless, when this balance is disrupted, and the “demolition crew” of osteoclasts becomes overactive, it could actually result in bone loss, ultimately leading to osteoporosis. While current treatments primarily deal with slowing the activity of osteoclasts, a gaggle of scientists has been exploring a novel approach that might address the basis reason for the issue.

Traditionally, osteoporosis treatments have aimed to curb the activity of osteoclasts, the bone-resorbing cells. But, recent advancements in the sector of artificial intelligence have paved the best way for a brand new strategy. Harnessing the facility of deep learning algorithms, researchers have delved into predictive medicine to find potential treatments for osteoporosis. Specifically, they’ve set their sights on bone marrow mesenchymal stem cells (BMMSCs), which function precursors to osteoblasts, the bone-building cells. Through the onset of osteoporosis, these versatile cells often take a detour, transforming into fat-creating cells. Nonetheless, the researchers aimed to reprogram these cells to combat the disease at its source.

Using a complicated deep learning algorithm, the research team comprehensively analyzed in another way expressed genes in mice. Their quest led them to discover dihydroartemisinin (DHA), a derivative of artemisinin, a key component of malaria treatments. The outcomes were striking when DHA was administered to mice with induced osteoporosis over six weeks. Bone loss of their femurs was significantly reduced, and bone structure was nearly wholly preserved. The team further fine-tuned their approach by designing a sturdy delivery system involving DHA-loaded nanoparticles, ensuring effective treatment.

To gauge the efficacy of their newfound solution, the researchers conducted meticulous tests, specializing in DHA’s interaction with BMMSCs. The outcomes were promising: DHA not only interacted with these cells to keep up their stemness but additionally encouraged the production of more osteoblasts, thereby addressing the basis reason for osteoporosis.

In conclusion, the team’s groundbreaking work highlights DHA as a promising therapeutic agent for osteoporosis. By utilizing deep learning algorithms to discover this potential treatment, they’ve opened recent doors for combating the disease at its core, offering hope for those affected by osteoporosis’s debilitating effects.


Take a look at the Paper and Reference Article. All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to affix our 31k+ ML SubReddit, 40k+ Facebook Community, Discord Channel, and Email Newsletter, where we share the most recent AI research news, cool AI projects, and more.

Should you like our work, you’ll love our newsletter..

We’re also on WhatsApp. Join our AI Channel on Whatsapp..


Niharika

” data-medium-file=”https://www.marktechpost.com/wp-content/uploads/2023/01/1674480782181-Niharika-Singh-264×300.jpg” data-large-file=”https://www.marktechpost.com/wp-content/uploads/2023/01/1674480782181-Niharika-Singh-902×1024.jpg”>

Niharika is a Technical consulting intern at Marktechpost. She is a 3rd 12 months undergraduate, currently pursuing her B.Tech from Indian Institute of Technology(IIT), Kharagpur. She is a highly enthusiastic individual with a keen interest in Machine learning, Data science and AI and an avid reader of the most recent developments in these fields.


🔥 Meet Retouch4me: A Family of Artificial Intelligence-Powered Plug-Ins for Photography Retouching

LEAVE A REPLY

Please enter your comment!
Please enter your name here