Trans fatty acids are a type of unsaturated fat with trans-isomer fatty acid configuration, primarily found in partially hydrogenated oils and associated with increased risk of cardiovascular diseases. These fats can elevate LDL cholesterol levels while lowering HDL cholesterol, contributing to the development of heart disease and other health issues.