Tag Archives: Deep-Learning

Research Preview: Science Magazine – April 26, 2024

Science Magazine – April 25, 2024: The new issue features ‘Born to Explore’ – Exploratory tendency leads to diversification; Can science address loneliness?; Vitamin D, microbiota, and cancer immunity; A safer version of a 140-year-old chemical reaction…

Microbes and vitamin D aid immunotherapy

Vitamin D modulates intestinal epithelial cell function to enhance antitumor microbes

The gut microbiome has been shown to modulate the response of cancer patients to therapy, but precisely how microbiota affect anticancer immunity is still being elucidated. Giampazolias et al. report that vitamin D bioavailability in mice influences the composition of the gut microbiome (see the Perspective by Franco and McCoy). After dietary manipulation, vitamin D levels were observed to affect gut bacteria, which in turn improved cancer immunotherapy and antitumor immunity. In humans, low vitamin D levels were correlated with tumor development, and gene signatures of vitamin D activity were associated with improved patient responses to immunotherapy. These findings highlight the connection between vitamin D and the immune system through gut bacteria and may have applications for improving cancer therapies.

The power of curiosity

Lake Tanganyika contains one of the most impressive adaptive radiations, with about 250 species of cichlid occupying a variety of niches. Much research has focused on understanding the drivers of this and other adaptive radiations. Trembo et al. looked in depth at 57 of these cichlid species with regard to their behavior, ecomorphology, and genomics. They found that one behavior in particular, a tendency to explore, was related to niche adaptation, and they identified a regulatory gene that is highly associated with this behavior. These findings suggest the existence of an adaptive syndrome driven in part by a tendency to explore what is new.

Top Science Podcasts: Estimating Earthquake Risk, And Difficulties For Deep-Learning (Nature)

Nature PodcastThis week, a method for predicting follow-up earthquakes, and the issues with deep learning systems in AI.

In this episode:

00:47 Which is the big quake?

A new technique could allow seismologists to better predict if a larger earthquake will follow an initial tremor. Research Article: Real-time discrimination of earthquake foreshocks and aftershocksNews and Views: Predicting if the worst earthquake has passed

07:46 Research Highlights

Vampire bats transmitting rabies in Costa Rica, and why are some octopuses warty? Research Article: Streicker et al.Research Article: Voight et al.

10:03 Problems for pattern-recognition

Deep-learning allows AIs to better understand the world, but the technique is not without its issues. News Feature: Why deep-learning AIs are so easy to fool

16:31 News Chat

We roundup the 2019 Nobel Prizes for science. News: Biologists who decoded how cells sense oxygen win medicine NobelNews: Physics Nobel goes to exoplanet and cosmology pioneersNews: Chemistry Nobel honours world-changing batteries