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Another reason why sunflower oil can be unhealthy is that it produces higher levels of aldehyde [per 2017 research in the Journal of Hazardous Materials], as compared to other plant-based cooking oils, when exposed to heat. Aldehydes are actually toxic substances that can make someone vulnerable to multiple health risks.