PLOD1 and polycystic ovary syndrome: found that the abundance of B. vulgatus is increased in PCOS patients (9), which is associated with aberrant hormone levels like high androgen, LH levels, and increased LH/FSH ratio, and this is usually considered as the result of activating GnRH neurons.