A new study has found that fish oil supplements may not be effective in reducing the risk of Alzheimer's. Some reports suggest that fish oil may even have a negative impact on the brain, although the findings are not entirely clear. The study's results have cast doubt on the potential benefits of omega-3 supplements for brain health.