Mathematical Moments from the American Mathematical Society
American Mathematical Society
138 episodes
9 months ago
Mathematical Moments promote an appreciation and understanding of the role mathematics plays in science, nature, technology, and human culture. Hear experts talk about how they use mathematics in various applications from improving film animation to analyzing voting strategies.
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Mathematical Moments promote an appreciation and understanding of the role mathematics plays in science, nature, technology, and human culture. Hear experts talk about how they use mathematics in various applications from improving film animation to analyzing voting strategies.
Mathematical Moments from the American Mathematical Society
14 minutes 29 seconds
4 years ago
Pinpointing How Genes Interact
Lorin Crawford explains how he uses math to analyze interactions between genes.
Your DNA (the biological instruction manual in all of your cells) contains a mind-boggling amount of information represented in roughly 20,000 genes that encode proteins, plus a similar number of genes with other functions. As the cost of analyzing an individual's DNA has plummeted, it has become possible to search the entire human genome for genetic variants that are associated with traits such as height or susceptibility to certain diseases. Sometimes, one gene has a straightforward impact on the trait. But in many cases, the effect of one gene variant depends on which variants of other genes are present, a phenomenon called "epistasis." Studying such interactions involves huge datasets encompassing the DNA of hundreds of thousands of people. Mathematically, that requires time-intensive calculations with massive matrices and a good working knowledge of statistics.
Mathematical Moments from the American Mathematical Society
Mathematical Moments promote an appreciation and understanding of the role mathematics plays in science, nature, technology, and human culture. Hear experts talk about how they use mathematics in various applications from improving film animation to analyzing voting strategies.