Abstract Background It is unclear whether early (initiated within 24 hours of admission) guideline-directed medical therapy [GDMT, i.e., the combined use of β-blocker, angiotensin converting enzyme inhibitor/angiotensin receptor blocker, dual antiplatelet drugs and statin] could benefit acute coronary syndrome (ACS) patients with advanced renal dysfunction [estimated glomerular filtration rate (eGFR) < 30 mL/min/1.73 m2]. Objectives The purpose of this study was to verify whether GDMT could improve in-hospital mortality in ACS patients with advanced renal dysfunction. Methods This study included 3,288 and 3,520 ACS patients with admission with advanced renal dysfunction from the CNEDSSP and CCC-ACS cohorts, respectively. Multivariable-adjusted analysis and propensity score matching (PSM) were employed to assess the impact of GDMT on in-hospital mortality. Results In a pooled analysis of the CNEDSSP and CCC-ACS cohorts, early GDMT was associated with significantly lower in-hospital mortality (relative ratio [RR]: 0.62, 95% CI: 0.47 to 0.81). PSM revealed an attenuation of the association of in-hospital mortality with early GDMT in ACS patients, with statistically significant associated reductions observed only in myocardial infarction (MI) patients (hazard ratio [HR]: 0.45, 95% CI: 0.27 to 0.75 in CNEDSSP cohort; HR: 0.48, 95% CI: 0.27 to 0.84 in CCC-ACS cohort). A random-effect pooled analysis for MI patients with admission advanced renal dysfunction demonstrated a 56% lower in-hospital mortality among GDMT users (RR: 0.44, 95% CI: 0.31 to 0.65). Conclusions This nationwide study highlights that early GDMT is associated with a reduced risk of in-hospital mortality in ACS patients (particularly in MI patients) with advanced renal dysfunction.