Aims: Hyperlipidaemia and inflammation jointly contribute to atherosclerotic disease. Yet, after the initiation of statin therapy, the relative contributions of these processes may differ in patient groups, such as those with and without impaired kidney function., Methods and Results: Among 9151 stable statin-treated post-myocardial infarction patients participating in the CANTOS trial, the contributions of residual cholesterol risk and residual inflammatory risk were evaluated as determinants of recurrent major adverse cardiovascular events (MACE) and total mortality, stratified by baseline estimated glomerular filtration rate (eGFR) above or below 60 mL/min/1.73 m2 using the race agnostic CKD-EPI 2021 formula (all participants had eGFR > 30 mL/min/1.73 m2). Analyses of residual inflammatory risk focused on high-sensitivity C-reactive protein (hsCRP) and interleukin-6 (IL-6) while analyses of residual cholesterol risk focused on LDL-cholesterol (LDL-C) and non-HDL-cholesterol (non-HDL-C). Participants were followed for a period of up to 5 years (median 3.7 years). Median baseline levels of LDL-C and hsCRP were 81 mg/dL and 4.2 mg/L. Among participants with eGFR ≥ 60 mL/min/1.73 m2, increasing quartiles of plasma hsCRP, IL-6, LDL-C, and non-HDL-C all positively associated with risks of recurrent MACE [hazard ratios (HR) comparing the top to bottom quartile for hsCRP 1.45; for IL-6 2.48; for LDL-C 1.64; and for non-HDL-C 1.68] (all P < 0.0001). By contrast, among those with eGFR < 60 mL/min/1.73 m2, increasing quartiles of hsCRP and IL-6 significantly predicted recurrent MACE [HR comparing the top to bottom quartile for hsCRP 1.50 (P = 0.021); for IL-6 1.84 (P = 0.048)], whereas increasing quartiles of LDL-C and non-HDL-C did not [HR comparing the top to bottom quartile for LDL-C 1.04 (P = 0.80); for non-HDL-C 0.98 (P = 0.88)]. The predictive utility of hsCRP and IL-6 in the setting of eGFR < 60 mL/min/1.73 m2 remained significant after adjustment for a wide range of potential confounding factors including age, sex, smoking status, blood pressure, body mass index, and diabetes. For the endpoint of total mortality, both hsCRP (HR 1.77, P = 0.0021) and IL-6 (HR 2.15, P = 0.015) were significant predictors among those with eGFR < 60 mL/min/1.73 m2, whereas LDL-C (HR 0.91, P = 0.56) and non-HDL-C (HR 0.85, P = 0.31) were not. Similar effects were observed in analyses stratified by the albumin to creatinine ratio rather than eGFR., Conclusion: Among atherosclerosis patients with impaired kidney function already aggressively treated with statin therapy, residual inflammatory risk plays a substantial role in determining the risk of recurrent cardiovascular events. These data have implications for risk stratification of individuals with chronic kidney disease and for the development of novel agents that target inflammatory processes in this high-risk group of patients., Clinical Trial Registration: ClinicalTrials.gov: NCT01327846., Competing Interests: Conflict of interest: The analyses described in this manuscript derive from data obtained as part of the Canakinumab Anti-Inflammatory Thrombosis Inflammation Study (CANTOS), which was supported by Novartis, Inc. Dr Ridker has received research grant support from Novartis, Kowa, Amarin, Pfizer, Esperion, and the NHLBI; and has served as a consultant to Novartis, Flame, Agepha, AstraZeneca, Jannsen, Civi Biopharm, Glaxo Smith Kline, SOCAR, Novo Nordisk, Uptton, Omeicos, Health Outlook, Montai Health, New Amsterdam, Boehringer Ingelheim, Angiowave, RTI; Horizon Therapeutics, and Cardio Therapeutics; and receives compensation for service on the Peter Munk Advisory Bord (University of Toronto), the Leducq Foundation, Paris FR, and the Baim Institute (Boston, MA, USA). Dr Tuttle has received research grant support from the NIH through NIDDK, NCATS, and NIMHD; the CDC; and Goldfinch Bio, Bayer, and Travere, and has served as a consultant for Eli Lilly, Boehringer Ingelheim, Gilead, Astra Zeneca, Goldfinch Bio, Novo Nordisk, Bayer, Travere, and Janssen. Dr Perkovic reports scientific presentations and/or consultancy agreements with AbbVie, Bayer, Boehringer Ingelheim, Chinook, GlaxoSmithKline, Janssen, Pfizer; AstraZeneca, Baxter, Bristol-Myers Squibb, Eli Lilly, Gilead, GlaxoSmithKline, Merck, Mitsubishi Tanabe, Mundipharma, Novartis, Novo Nordisk, Retrophin/Travere, Roche, Sanofi, Servier, and Vitae; research funding from Pfizer (supplied drug and seed funding for TESTING trial) and GlaxoSmithKline; serving on Steering Committees for trials funded by AbbVie, AstraZeneca, Bayer, Boehringer Ingelheim, Eli Lilly, Gilead, GlaxoSmithKline, Janssen, Novartis, Novo Nordisk, Otsuka, Retrophin/Travere and Tricida; is a Board Director for George Clinical, George Institute, Garvan Institute, Mindgardens Network, Childrens Cancer Institute, Victor Chang Cardiac Research Institute. Dr Libby is an unpaid consultant to, or involved in clinical trials for Amgen, AstraZeneca, Baim Institute, Beren Therapeutics, Cartesian, Esperion, Therapeutics, Genentech, Kancera, Kowa Pharmaceuticals, Medimmune, Merck, Novo Nordisk, Merck, Novartis, Pfizer, Sanofi-Regeneron; a member of scientific advisory board for Amgen, Corvidia Therapeutics, Caristo, CSL Behring, DalCor Pharmaceuticals, Dewpoint, PlaqueTec, Kancera, Kowa Pharmaceuticals, Olatec Therapeutics, Medimmune, Novartis, and XBiotech, Inc. Dr Libby’s laboratory has received research funding in the last 2 years from Novartis and research support from NHLBI, the American Heart Association, the RRM Charitable Fund, and the Simard Fund. Dr Libby is on the Board of Directors of XBiotech, Inc., a company developing therapeutic human antibodies., (© The Author(s) 2022. Published by Oxford University Press on behalf of European Society of Cardiology. All rights reserved. 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