Publications by authors named "N Leon"

Our own experience of emotional events influences how we approach and react to others' emotions. Here we observe that mice exhibit divergent interindividual responses to others in stress (that is, preference or avoidance) only if they have previously experienced the same aversive event. These responses are estrus dependent in females and dominance dependent in males.

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Coccidioidomycosis, or Valley fever, is a lung disease caused by inhalation of fungi, prevalent in the Southwestern United States, Mexico, and parts of Central and South America. Annually, the United States reports 10,000-20,000 cases, although those numbers are expected to increase as climate change expands the fungal geographic range. While 60% of infections are asymptomatic, 40% symptomatic infections are often misdiagnosed due to similarities with bronchitis or pneumonia.

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Dental implants in the esthetic zone of the oral cavity have always posed a challenge to the oral surgeon. Multiple variables must be considered, such as available soft and hard tissues, gingival phenotype, position of the lip upon smiling, and other factors that pertain to patient compliance and expectations. It is essential to pay attention to the factors that might compromise the long-term stability of these implants.

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Predicting phenotypes from a combination of genetic and environmental factors is a grand challenge of modern biology. Slight improvements in this area have the potential to save lives, improve food and fuel security, permit better care of the planet, and create other positive outcomes. In 2022 and 2023 the first open-to-the-public Genomes to Fields (G2F) initiative Genotype by Environment (GxE) prediction competition was held using a large dataset including genomic variation, phenotype and weather measurements and field management notes, gathered by the project over nine years.

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Article Synopsis
  • - Predicting how genetic and environmental factors influence traits (phenotypes) is a critical challenge in biology, with potential benefits like improved health, food security, and environmental care.
  • - The Genomes to Fields (G2F) initiative hosted a competition in 2022 and 2023, inviting global participants from various disciplines to develop models using a comprehensive dataset gathered over nine years, including genetic and environmental data.
  • - Winning methods combined machine learning with traditional breeding techniques, showcasing a variety of approaches such as quantitative genetics and deep learning, indicating that no single strategy was universally superior in predicting phenotypes in this context.
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