Category Health/Medical

A Sulfosugar from Green Vegetables Promotes the Growth of Important Gut Bacteria

Fluorescently labelled bacteria on black background
Gut section with fluorescently labelled bacteria (© Huimin Ye).

A team of scientists has analyzed how microbes in the gut process the plant-based, sulfur-containing sugar sulfoquinovose. Their study discovered that specialized bacteria cooperate in the utilization of the sulfosugar, producing hydrogen sulfide. This gas has disparate effects on human health: at low concentrations, it has an anti-inflammatory effect, while increased amounts of hydrogen sulfide in the intestine, in turn, are associated with diseases such as cancer.

With the consumption of a single type of vegetable such as spinach, hundreds of chemical components enter our digestive tract. There, they are further metabolized by the gut microbiome, a unique collection of hundreds of microbial species...

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Autism Gene Study finds Widespread Impact to Brain’s Growth Signaling Network

A side-by-side look at the brains of a normal newborn mouse and one lacking the autism and intellectual disability risk gene Dyrk1a. Mice without the gene display profound microcephaly, along with undergrowth of pyramidal neurons in the cerebral cortex. (Image courtesy of the Page laboratory at Scripps Research.)

Mutations to Dyrk1a gene lead to brain undergrowth; an existing drug rescues the condition in newborn mice. Damage to the autism-associated gene Dyrk1a, sets off a cascade of problems in developing mouse brains, resulting in abnormal growth-factor signaling, undergrowth of neurons, smaller-than-average brain size, and, eventually, autism-like behaviors, a new study from Scripps Research, Florida, finds.

The study from neuroscientist Damon Page, PhD, describes a new mechanis...

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A Drug that can Stop Tumors from Growing

Scientists detail new work on NLRP3, an intracellular complex that has been found to participate in melanoma-mediated inflammation, leading to tumor growth and progression. By inhibiting NLRP3, the researchers found, they can reduce inflammation and the resultant tumor expansion.

Cancer doctors may soon have a new tool for treating melanoma and other types of cancer, thanks to work being done by researchers at the University of Colorado Cancer Center.

Specifically, NLRP3 promotes inflammation by inducing the maturation and release of interleukin-1-beta, a cytokine that causes inflammation as part of the normal immune response to infection. In cancer, however, inflammation can cause tumors to grow and spread.

“NLRP3 is a member of a larger family that is involved in sensing da...

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CPU Algorithm trains Deep Neural Nets up to 15 times Faster than top GPU trainers

Rice, Intel optimize AI training for commodity hardware
Anshumali Shrivastava is an assistant professor of computer science at Rice University. Credit: Jeff Fitlow/Rice University

Rice University computer scientists have demonstrated artificial intelligence (AI) software that runs on commodity processors and trains deep neural networks 15 times faster than platforms based on graphics processors.

“The cost of training is the actual bottleneck in AI,” said Anshumali Shrivastava, an assistant professor of computer science at Rice’s Brown School of Engineering. “Companies are spending millions of dollars a week just to train and fine-tune their AI workloads.”

Shrivastava and collaborators from Rice and Intel will present research that addresses that bottleneck April 8 at the machine learning systems conference MLSys.

Deep neural networ...

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