Characterizing 'keyhole' is first step to fighting obesity at cellular level
Team also launches development of potential small-molecule therapeutics
April 18, 2018
Scientists have characterized for the first time a complex, little-understood cellular receptor type that, when activated, shuts off hunger.
Jens Meiler's team determined the first crystal structure for a neuropeptide Y receptor, deciphering the thousands of carbon, oxygen, nitrogen and other atoms involved with it and how they bind to one another.
Credit: Brian Bender/Vanderbilt University
An international team has uncovered the potential to beat obesity at the cellular level, characterizing for the first time a complex, little-understood receptor type that, when activated, shuts off hunger.
Jens Meiler, professor of chemistry and pharmacology at Vanderbilt University, said pharmaceutical companies long have attempted to develop a small-molecule drug that could do just that. But until now, nobody knew exactly what the receptor looked like, making it nearly impossible to design the key to activating it.
How deep learning is about to transform biomedical science
“In silico labeling” aims to decode the terabytes of data per day generated in bio research labs
April 18, 2018
Human induced pluripotent stem cell neurons imaged in phase contrast (gray pixels, left) — currently processed manually with fluorescent labels (color pixels) to make them visible. That’s about to radically change. (credit: Gladstone Institutes)
Researchers at Google, Harvard University, and Gladstone Institutes have developed and tested new deep-learning algorithms that can identify details in terabytes of bioimages, replacing slow, less-accurate manual labeling methods.
Deep learning is a type of machine learning that can analyze data, recognize patterns, and make predictions. A new deep-learning approach to biological images, which the researchers call “in silico labeling” (ISL), can automatically find and predict features in images of “unlabeled” cells (cells that have not been manually identified by using fluorescent chemicals).
Researchers unlocking potential for next-generation medical scanning
January 5, 2018, University of York
Researchers have developed a new way to magnetise molecules found naturally in the human body, paving the way for a new generation of low-cost magnetic resonance imaging (MRI) technology that would transform our ability to diagnose and treat diseases including cancer, diabetes and dementia.
While still in the early stages, research reported today in the journal Science Advances has made significant steps towards a new MRI method with the potential to enable doctors to personalise life-saving medical treatments and allow real-time imaging to take place in locations such as operating theatres and GP practices.
MRI, which works by detecting the magnetism of molecules to create an image, is a crucial tool in medical diagnostics. However, current technology is not very efficient - a typical hospital scanner will effectively detect only one molecule in every 200,000, making it difficult to see the full picture of what's happening in the body.
Improved scanners are now being trialed in various countries, but because they operate in the same way as regular MRI scanners - using a superconducting magnet - these new models remain bulky and cost millions to buy.
The research team, based at the University of York, has discovered a way to make molecules more magnetic, and therefore more visible - an alternative method which could produce a new generation of low-cost and highly sensitive imaging techniques.
Professor Simon Duckett from the Centre for Hyperpolarisation in Magnetic Resonance at the University of York said: "What we think we have the potential to achieve with MRI what could be compared to improvements in computing power and performance over the last 40 years. While they are a vital diagnostic tool, current hospital scanners could be compared to the abacus, the recent development of more sensitive scanners takes us to Alan Turing's computer and we are now attempting to create something scalable and low-cost that would bring us to the tablet or smartphone".
The research team has found a way to transfer the "invisible" magnetism of parahydrogen - a magnetic form of hydrogen gas - into an array of molecules that occur naturally in the body such as glucose, urea and pyruvate. Using ammonia as a carrier, the researchers have been able to "hyperpolarise" substances such as glucose without changing their chemical composition, which would risk them becoming toxic.
It is now theoretically possible that these magnetised, non-harmful substances could be injected into the body and visualised. Because the molecules have been hyperpolarized there would be no need to use a superconducting magnet to detect them - smaller, cheaper magnets or even just the Earth's magnetic field would suffice.
If the method were to be successfully developed it could enable a molecular response to be seen in real time and the low-cost, nontoxic nature of the technique would introduce the possibility of regular and repeated scans for patients. These factors would improve the ability of the medical profession to monitor and personalise treatments, possibly resulting in more successful outcomes for individuals.
"In theory, it would provide an imaging technique that could be used in an operating theatre," added Duckett. "For example, when a surgeon extracts a brain tumour from a patient they aim to remove all the cancerous tissue while at the same time removing as little healthy tissue as possible. This technique could allow them to accurately visualise cancerous tissue at a far greater depth there and then."
The research also has the potential to bring MRI to countries in the developing world that don't have the uninterrupted power supplies or infrastructure to operate current scanners.
As well as its applications in medicine and general healthcare, the method could also provide benefits to the chemical and pharmaceutical industries in addition to environmental and molecular science.
Dr Peter Rayner, Research Associate at the University of York, said: "Our method reflects one of the most significant advances in magnetic resonance in the last decade".
Research Associate, Dr Wissam Iali added, "Given Magnetic Resonance Spectroscopy is of vital importance to the UK's chemical and pharmaceutical industries, I see significant opportunities for them to harness our approach to improve their competitiveness."
Using parahydrogen to hyperpolarize amines, amides, carboxylic acids, alcohols, phosphates and carbonates is published in Science Advances.
Explore further: Molecules in the body more visible in new detection system, say scientists
More information: "Using parahydrogen to hyperpolarize amines, amides, carboxylic acids, alcohols, phosphates, and carbonates" Science Advances (2018). advances.sciencemag.org/content/4/1/eaao6250
Journal reference: Science Advances
Provided by: University of York