MethodsFigure 1 shows the flow chart of patient enrollment for this single-center, observational, retrospective study. Between March 2019 and July 2021, 215 de novo coronary plaque lesions in ACS and CCS were treated with NIRS-IVUSguided PCI. At our institution, NIRS-IVUS-guided PCI is primarily used for ACS patients, with a utilization rate of 74.6% during the enrollment period; 29 lesions that did not receive stenting were excluded and 7 lesions for which preoperative NIRS observation was not possible were also excluded. Finally, the study included 152 patients with 179 lesions. All PCI procedures were recorded in the Japanese Association of Cardiovascular Intervention and Therapeutics J-PCI registry. The incidence of ACS in 2020 was 54.5%, which was practically equivalent to the average for the entire J-PCI registry. 14 The study was approved by the institutional ethics committee (Teirin 21-151) and T he first-line treatment for coronary artery disease is percutaneous coronary intervention (PCI), 1 but the slow-flow phenomenon remains a major concern, 2 associated with both acute and chronic clinical events after PCI. 3 Distal embolization, ischemia-reperfusion injury, and predisposition of an individual's coronary microcirculation to injury are all factors that contribute to the slow-flow phenomenon. 2 The development of intracoronary imaging devices has enabled the evaluation of plaque characteristics of coronary artery stenosis from several perspectives. 4-8 Plaque embolization is the primary cause 9 and imaging modalities can predict the slow-flow phenomenon. 10-12 Recent studies have shown that it can be predicted by automated measurement approaches using near-infrared spectroscopy (NIRS). 13 The slow-flow phenomenon is frequently observed during PCI for the culprit lesion in acute coronary syndromes (ACS), 2 but can also be seen in chronic coronary syndromes (CCS). 10 In the present study, we investigated the prediction of the slow-flow phenomenon in PCI using NIRS in