BackGenetic Principles in Animal Breeding: Crossbreeding, Inbreeding, and Genetic Selection
Study Guide - Smart Notes
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{"type":"doc","content":[{"type":"heading","attrs":{"textAlign":null,"level":2},"content":[{"type":"text","text":"Genetic Principles in Animal Breeding"}]},{"type":"heading","attrs":{"textAlign":null,"level":3},"content":[{"type":"text","text":"Complementarity and Athletic Performance in Sled Dogs"}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","text":"Complementarity in genetics refers to the combination of different breeds or genetic lines to capitalize on their unique strengths. In Alaskan sled dogs, arctic breeds provide endurance and cold tolerance, while hunting breeds contribute speed and heat tolerance. This strategic combination enhances overall athletic performance in sled dog teams."}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Endurance and Cold Tolerance:"},{"type":"text","text":" Traits from arctic breeds such as the Alaskan Malamute and Siberian Husky."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Speed and Heat Tolerance:"},{"type":"text","text":" Traits from hunting breeds like the German Shorthaired Pointer and Saluki."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Application:"},{"type":"text","text":" Crossbreeding these breeds produces sled dogs optimized for both distance and sprint events."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"image","attrs":{"src":"data:image/png;base64,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