If fat is the reason that you have an enlarged chest, then it is probably possible to address this problem area by losing weight. However, if you have true gynecomastia (caused by dense glandular tissue), losing weight will not affect the condition. In this case, male breast reduction surgery is the most effective solution for improving the chest’s appearance.