Category Biology/Biotechnology

DNA-based neural network learns from examples to solve problems

A blue droplet containing a maze of images and a green strand representing DNA
An abstract representation of DNA computation and learning in a droplet.Credit: Olivier Wyart & Ailadi Cortelletti

Neural networks are computing systems designed to mimic both the structure and function of the human brain. Caltech researchers have been developing a neural network made out of strands of DNA instead of electronic parts that carries out computation through chemical reactions rather than digital signals.

An important property of any neural network is the ability to learn by taking in information and retaining it for future decisions. Now, researchers in the laboratory of Lulu Qian, professor of bioengineering, have created a DNA-based neural network that can learn. The work represents a first step toward demonstrating more complex learning behaviors in chemical systems.

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‘Young’ immune cells reverse signs of neurodegenerative brain changes in preclinical study

Cedars-Sinai investigators used “young” immune cells created from stem cells to reverse signs of aging in the brain. Image by Getty.

“Young” immune cells created by Cedars-Sinai investigators reversed signs of aging and Alzheimer’s disease in the brains of laboratory mice, according to a study published in the journal Advanced Science.

The immune cells, which were produced from human stem cells, could be used to develop new treatments for neurological conditions in humans.

“Previous studies have shown that transfusions of blood or plasma from young mice improved cognitive decline in older mice, but that is difficult to translate into a therapy,” said Clive Svendsen, Ph.D...

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Researchers discover new microprotein that controls metabolic health in mouse fat cells

Mouse fat cells filled with lipid droplets (green).
Mouse fat cells filled with lipid droplets (green).
Click here for a high-resolution image.
Credit: Salk Institute

Like bees breathing life into gardens, providing pollen and making flowers blossom, little cellular machines called mitochondria breathe life into our bodies, buzzing with energy as they produce the fuel that powers each of our cells. Maintaining mitochondrial metabolism requires input from many molecules and proteins—some of which have yet to be discovered.

Salk Institute researchers are taking a closer look at whether mitochondria rely on microproteins—small proteins that have been difficult to find and, consequently, underestimated for their role in health and disease...

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Clinical trial shows constipation drug can treat patients with chronic kidney disease

World's first clinical trial showing lubiprostone aids kidney function
Administering lubiprostone alters gut microbiota, leading to improved mitochondrial function and suppression of inflammation. This improved renal function by increasing the levels of aguA and polyamines. Credit: Shun Watanabe

Chronic kidney disease (CKD) is a major health issue worldwide. Many patients end up requiring regular dialysis to avoid kidney failure and stay alive. Despite the severity of the condition, there are currently no drugs available that improve kidney function.

A research group led by Tohoku University Graduate School of Medicine’s Professor Takaaki Abe has found a remarkable solution to treat patients with CKD by co-opting a drug typically used for constipation...

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