2023
Genetic Backgrounds Associated With Stent Thrombosis A Pilot Study From a Percutaneous Coronary Intervention Registry
Shoji S, Sawano M, Inohara T, Hiraide T, Ueda I, Suzuki M, Noma S, Fukuda K, Kohsaka S. Genetic Backgrounds Associated With Stent Thrombosis A Pilot Study From a Percutaneous Coronary Intervention Registry. JACC Advances 2023, 2: 100172. PMID: 38939036, PMCID: PMC11198226, DOI: 10.1016/j.jacadv.2022.100172.Peer-Reviewed Original ResearchEarly stent thrombosisLST/VLSTPercutaneous coronary interventionStent thrombosisPolygenic risk scoresCoronary interventionMulticenter PCI registryLate stent thrombosisA Pilot StudyDifferent genetic predispositionPCI patientsPCI registrySignificant single nucleotide polymorphismsPathophysiologic characteristicsPatient populationFatal eventsRisk scoreGenetic predispositionVLSTThrombosisPatientsPilot studyRegistryRisk predictionSingle nucleotide polymorphisms
2022
Machine learning models for prediction of adverse events after percutaneous coronary intervention
Niimi N, Shiraishi Y, Sawano M, Ikemura N, Inohara T, Ueda I, Fukuda K, Kohsaka S. Machine learning models for prediction of adverse events after percutaneous coronary intervention. Scientific Reports 2022, 12: 6262. PMID: 35428765, PMCID: PMC9012739, DOI: 10.1038/s41598-022-10346-1.Peer-Reviewed Original ResearchConceptsPercutaneous coronary interventionAdverse eventsRisk scoreHospital mortalityCoronary interventionConsecutive coronary artery disease patientsCoronary artery disease patientsAdverse periprocedural eventsLow-risk patientsMajor adverse eventsGood discriminationMulticenter registryPeriprocedural eventsDisease patientsClinical decisionLogistic regressionSpecific interventionsRisk predictionOverall risk predictionPatientsScoresInterventionMortalityAdequate discriminationOutcomes