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The Nobel Prize in Physiology or Medicine was awarded to Hermann Joseph Muller in 1946 for his discovery of the production of mutations by means of X-ray irradiation. His experiments with fruit flies exposed to X-rays demonstrated that radiation can induce genetic mutations, fundamentally altering the understanding of genetics and the potential hazards of radiation exposure.