The Short Version
The evidence does not support a general rule that muscular women have reduced estrogen levels. Most higher-quality research indicates estrogen helps preserve and build muscle in women, while low estrogen is more often linked to muscle loss or menopause-related decline. Cases where very lean or elite female athletes have low estrogen are usually explained by low energy availability, menstrual dysfunction, or other confounders rather than muscle mass itself.