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How an AI overcomes data-scarcity to map gene networks, and assessing the impact of rocket noise on wildlife.
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In this episode:
Mapping the network of genes that control cellular processes can be difficult to do when gene-expression data is sparse, such as in rare diseases or those affecting tissues that are hard to clinically sample. To overcome this, a team has developed an artificial intelligence system trained on a large, general dataset, and used it to make predictions about gene interactions in data-limited situations. As a test-case they look at the heart condition cardiomyopathy, and show that the system can identify potential interactions that could represent new therapeutic targets.
Research article: Theodoris et al.
Microbes that can break down persistent ‘forever chemicals’, and why intermolecular distances are the key to keeping gummy sweets chewy.
Research Highlight: Microbes take the ‘forever’ out of ‘forever chemicals’
Research Highlight: Better gummy sweets are within reach, thanks to physics
We discuss some highlights from the Nature Briefing. This time, how chronic stress can inflame the gut, and understanding how rocket launches might impact wildlife.
Nature News: Chronic stress can inflame the gut — now scientists know why
Nature News: Does the roar of rocket launches harm wildlife? These scientists seek answers
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