IL6 and metabolic syndrome: In addition, higher levels of serum and seminal pro-inflammatory factors (TNF-α, IL-1β, IL-6 and IL-8) in the MetS group were also observed [65], supporting the concept that MetS was associated with decreased fertility and with reproductive tract inflammation.