• Profile
Close

Understanding Alzheimer's progression with improvements to imaging, image processing, machine learning

Newswise Aug 07, 2021

Amyloid plaques, which are a type of protein deposit, and protein aggregates, known as neurofibrillary tangles, are trademark indications of Alzheimer's disease. Because there is no ethical way to extract brain tissue from patients to look for clues about how these plaques and tangles proliferate, supplementary techniques are needed to better understand the progression of Alzheimer's disease.

During the American Crystallographic Association's 71st annual meeting, Structural Science Awakens, which will be held virtually July 30-Aug. 5, Abdullah Al Bashit, from Northeastern University, will discuss using state-of-the-art computational techniques to help address these challenges. His presentation, "Classification of tissue variations in X-ray scanning microdiffraction from thin sections of human brain," will take place Thursday, Aug 5. at 1:38 p.m. Eastern.

"The brain is heterogeneous in structure at every possible length scale, from molecular to cellular to entire regions of the brain," said Bashit. "Tracking pathological changes that occur at the molecular level across this heterogeneous tissue requires computational tools that can cope with the vast complexity of the brain."

Though neuropathologists can locate amyloid plaques and neurofibrillary tangles, Bashit's work demonstrates how the use of both small and wide-angle scattering along with state-of-the-art detection techniques will help probe their molecular structure and proliferation.

Additionally, coupling these with improvements to computational methodologies, like machine learning algorithms and better analysis methods, can lead to a better understanding of how Alzheimer's disease progresses.

"Understanding the molecular mechanisms underlying disease progression may provide a basis for designing therapies that could slow or halt neurodegeneration," Bashit said.

Go to Original
Only Doctors with an M3 India account can read this article. Sign up for free or login with your existing account.
4 reasons why Doctors love M3 India
  • Exclusive Write-ups & Webinars by KOLs

  • Nonloggedininfinity icon
    Daily Quiz by specialty
  • Nonloggedinlock icon
    Paid Market Research Surveys
  • Case discussions, News & Journals' summaries
Sign-up / Log In
x
M3 app logo
Choose easy access to M3 India from your mobile!


M3 instruc arrow
Add M3 India to your Home screen
Tap  Chrome menu  and select "Add to Home screen" to pin the M3 India App to your Home screen
Okay