IL6 and metabolic syndrome: IR itself is associated with obesity, dyslipidemia, hypertension, and increased cardiovascular risk [30], while elevated inflammatory markers such as CRP and IL-6 reflect a chronic low-grade inflammatory state that may further amplify multiorgan involvement [31].