Pub Date : 2024-08-01Epub Date: 2024-08-20DOI: 10.1161/CIRCIMAGING.123.016117
Haoran Xing, Zhenchao Tang, Lijun Zhang, Zhenyu Liu, Yang Liu, Xu Fu, Ouya Lin, Qiang Wang, Dongfeng Zhang, Lanxin Feng, Min Zhang, Feng Xu, Mingduo Zhang, Yuan Zhou, Yuan Fu, Chuang Li, Li Xu, Yi He, Hongjia Zhang, Xiantao Song, Jiangang Liu
Background: Coronary computed tomography angiography provides valuable information for evaluating the difficulty of chronic total occlusion (CTO) percutaneous coronary intervention. This study aimed to investigate the value of CTO plaque characteristics derived from radiomics analysis for predicting the difficulty of percutaneous coronary intervention.
Methods: Patients with CTO were retrospectively enrolled from a hospital as training and internal test sets and from the other 2 territory hospitals as external test sets. Radiomics characteristics were extracted from the CTO segment on coronary computed tomography angiography. Radiomics and combined models were developed to predict successful guidewire crossing within 30 minutes (guidewire success) of CTO percutaneous coronary intervention. Subgroup analysis was conducted to investigate the influence of potential risk factors on the radiomics model performance.
Results: A total of 551 patients (median, 60; interquartile range, 52.00-66.00 years, 460 men) with 565 CTO lesions were finally enrolled. In the training, internal test, and external test sets, 203 of 357, 85 of 149, and 38 of 59 CTO lesions achieved guidewire success, respectively. Six radiomics features were selected for constructing the radiomics model. In the external test set, the area under the receiver operating characteristic curve of the radiomics model was significantly higher than prior prediction models (P<0.05 for all) with the area under the receiver operating characteristic curve, accuracy, sensitivity, and specificity of 0.86, 74.58%, 81.58%, and 61.90%, respectively. The performance of the radiomics model was dependent on calcification, CTO location, adjacent branch(es), and operator caseload.
Conclusions: CTO characteristics revealed by radiomics analysis can be used as effective imaging biomarkers for predicting guidewire success. However, the performance of the radiomics model depends on anatomic and operator factors.
{"title":"Radiomics Analysis of CTO Plaques for Predicting Successful Guidewire Crossing Within 30 Minutes of PCI.","authors":"Haoran Xing, Zhenchao Tang, Lijun Zhang, Zhenyu Liu, Yang Liu, Xu Fu, Ouya Lin, Qiang Wang, Dongfeng Zhang, Lanxin Feng, Min Zhang, Feng Xu, Mingduo Zhang, Yuan Zhou, Yuan Fu, Chuang Li, Li Xu, Yi He, Hongjia Zhang, Xiantao Song, Jiangang Liu","doi":"10.1161/CIRCIMAGING.123.016117","DOIUrl":"10.1161/CIRCIMAGING.123.016117","url":null,"abstract":"<p><strong>Background: </strong>Coronary computed tomography angiography provides valuable information for evaluating the difficulty of chronic total occlusion (CTO) percutaneous coronary intervention. This study aimed to investigate the value of CTO plaque characteristics derived from radiomics analysis for predicting the difficulty of percutaneous coronary intervention.</p><p><strong>Methods: </strong>Patients with CTO were retrospectively enrolled from a hospital as training and internal test sets and from the other 2 territory hospitals as external test sets. Radiomics characteristics were extracted from the CTO segment on coronary computed tomography angiography. Radiomics and combined models were developed to predict successful guidewire crossing within 30 minutes (guidewire success) of CTO percutaneous coronary intervention. Subgroup analysis was conducted to investigate the influence of potential risk factors on the radiomics model performance.</p><p><strong>Results: </strong>A total of 551 patients (median, 60; interquartile range, 52.00-66.00 years, 460 men) with 565 CTO lesions were finally enrolled. In the training, internal test, and external test sets, 203 of 357, 85 of 149, and 38 of 59 CTO lesions achieved guidewire success, respectively. Six radiomics features were selected for constructing the radiomics model. In the external test set, the area under the receiver operating characteristic curve of the radiomics model was significantly higher than prior prediction models (<i>P</i><0.05 for all) with the area under the receiver operating characteristic curve, accuracy, sensitivity, and specificity of 0.86, 74.58%, 81.58%, and 61.90%, respectively. The performance of the radiomics model was dependent on calcification, CTO location, adjacent branch(es), and operator caseload.</p><p><strong>Conclusions: </strong>CTO characteristics revealed by radiomics analysis can be used as effective imaging biomarkers for predicting guidewire success. However, the performance of the radiomics model depends on anatomic and operator factors.</p>","PeriodicalId":10202,"journal":{"name":"Circulation: Cardiovascular Imaging","volume":"17 8","pages":"e016117"},"PeriodicalIF":6.5,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142008320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-01Epub Date: 2024-08-20DOI: 10.1161/CIRCIMAGING.124.016852
Pablo Villar-Calle, Jonathan D Kochav, Krista Vadaketh, Caitlin Chiu, Katherine Tak, Hannah Agoglia, Nicole Liberman, Kenny L Nguyen, Abdier Vizcarra-Tellez, Alan Wu, Arindam RoyChoudhury, Omar K Khalique, Robert M Judd, Raymond J Kim, Dipan J Shah, John F Heitner, Afshin Farzaneh-Far, Chetan Shenoy, Clark G Owyang, Monica Mukherjee, Evelyn M Horn, Jonathan W Weinsaft, Jiwon Kim
Background: Right ventricular (RV) dysfunction is known to impact prognosis, but its determinants in coronary artery disease are poorly understood. Stress cardiac magnetic resonance (CMR) has been used to assess ischemia and infarction in relation to the left ventricle (LV); the impact of myocardial tissue properties on RV function is unknown.
Methods: Vasodilator stress CMR was performed in patients with known coronary artery disease at 7 sites between May 2005 and October 2018. Myocardial infarction was identified on late gadolinium enhancement-CMR, and infarct transmurality was graded on a per-segment basis. Ischemia was assessed on stress CMR based on first-pass perfusion and localized by using segment partitions corresponding to cine and late gadolinium enhancement analyses. RV function was evaluated by CMR-feature tracking for primary analysis with a global longitudinal strain threshold of 20% used to define impaired RV strain (RVIS); secondary functional analysis via RV ejection fraction was also performed.
Results: A total of 2604 patients were studied, among whom RVIS was present in 461 patients (18%). The presence and magnitude of RVIS were strongly associated with LV dysfunction, irrespective of whether measured by LV ejection fraction or wall motion score (P<0.001 for all). Regarding tissue substrate, regions of ischemic and dysfunctional myocardium (ie, hibernating myocardium) and infarct size were each independently associated with RVIS (both P<0.001). During follow-up (median, 4.62 [interquartile range, 2.15-7.67] years), 555 deaths (21%) occurred. Kaplan-Meier analysis for patients stratified by presence and magnitude of RV dysfunction by global longitudinal strain and RV ejection fraction each demonstrated strong prognostic utility for all-cause mortality (P<0.001). RVIS conferred increased mortality risk (hazard ratio, 1.35 [95% CI, 1.11-1.66]; P=0.003) even after controlling for LV function, infarction, and ischemia.
Conclusions: RVIS in patients with known coronary artery disease is associated with potentially reversible LV processes, including LV functional impairment due to ischemic and predominantly viable myocardium, which confers increased mortality risk independent of LV function and tissue substrate.
{"title":"Tissue-Based Predictors of Impaired Right Ventricular Strain in Coronary Artery Disease: A Multicenter Stress Perfusion Study.","authors":"Pablo Villar-Calle, Jonathan D Kochav, Krista Vadaketh, Caitlin Chiu, Katherine Tak, Hannah Agoglia, Nicole Liberman, Kenny L Nguyen, Abdier Vizcarra-Tellez, Alan Wu, Arindam RoyChoudhury, Omar K Khalique, Robert M Judd, Raymond J Kim, Dipan J Shah, John F Heitner, Afshin Farzaneh-Far, Chetan Shenoy, Clark G Owyang, Monica Mukherjee, Evelyn M Horn, Jonathan W Weinsaft, Jiwon Kim","doi":"10.1161/CIRCIMAGING.124.016852","DOIUrl":"10.1161/CIRCIMAGING.124.016852","url":null,"abstract":"<p><strong>Background: </strong>Right ventricular (RV) dysfunction is known to impact prognosis, but its determinants in coronary artery disease are poorly understood. Stress cardiac magnetic resonance (CMR) has been used to assess ischemia and infarction in relation to the left ventricle (LV); the impact of myocardial tissue properties on RV function is unknown.</p><p><strong>Methods: </strong>Vasodilator stress CMR was performed in patients with known coronary artery disease at 7 sites between May 2005 and October 2018. Myocardial infarction was identified on late gadolinium enhancement-CMR, and infarct transmurality was graded on a per-segment basis. Ischemia was assessed on stress CMR based on first-pass perfusion and localized by using segment partitions corresponding to cine and late gadolinium enhancement analyses. RV function was evaluated by CMR-feature tracking for primary analysis with a global longitudinal strain threshold of 20% used to define impaired RV strain (RV<sub>IS</sub>); secondary functional analysis via RV ejection fraction was also performed.</p><p><strong>Results: </strong>A total of 2604 patients were studied, among whom RV<sub>IS</sub> was present in 461 patients (18%). The presence and magnitude of RV<sub>IS</sub> were strongly associated with LV dysfunction, irrespective of whether measured by LV ejection fraction or wall motion score (<i>P</i><0.001 for all). Regarding tissue substrate, regions of ischemic and dysfunctional myocardium (ie, hibernating myocardium) and infarct size were each independently associated with RV<sub>IS</sub> (both <i>P</i><0.001). During follow-up (median, 4.62 [interquartile range, 2.15-7.67] years), 555 deaths (21%) occurred. Kaplan-Meier analysis for patients stratified by presence and magnitude of RV dysfunction by global longitudinal strain and RV ejection fraction each demonstrated strong prognostic utility for all-cause mortality (<i>P</i><0.001). RV<sub>IS</sub> conferred increased mortality risk (hazard ratio, 1.35 [95% CI, 1.11-1.66]; <i>P</i>=0.003) even after controlling for LV function, infarction, and ischemia.</p><p><strong>Conclusions: </strong>RV<sub>IS</sub> in patients with known coronary artery disease is associated with potentially reversible LV processes, including LV functional impairment due to ischemic and predominantly viable myocardium, which confers increased mortality risk independent of LV function and tissue substrate.</p>","PeriodicalId":10202,"journal":{"name":"Circulation: Cardiovascular Imaging","volume":"17 8","pages":"e016852"},"PeriodicalIF":6.5,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11343094/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142008321","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-01Epub Date: 2024-08-20DOI: 10.1161/CIRCIMAGING.123.016443
Nishant Vatsa, Christian Faaborg-Andersen, Tiffany Dong, Michael J Blaha, Leslee J Shaw, Raymundo A Quintana
Recent studies have demonstrated that coronary plaque burden carries greater prognostic value in predicting adverse atherosclerotic cardiovascular disease outcomes than myocardial ischemia, thereby challenging the existing paradigm. Advances in plaque quantification through both noncontrast and contrast-enhanced computed tomography (CT) methods have led to earlier and more cost-effective detection of coronary disease compared with traditional stress testing. The 2 principal techniques of noninvasive coronary plaque quantification assessment are coronary artery calcium scoring by noncontrast CT and coronary CT angiography, both of which correlate with disease burden on invasive angiography. Plaque quantification from these imaging modalities has shown utility in risk stratification and prognostication of adverse cardiovascular events, leading to increased incorporation into clinical practice guidelines and preventive care pathways. Furthermore, due to their expanding clinical value, emerging technologies such as artificial intelligence are being integrated into plaque quantification platforms, placing more advanced measures of plaque burden at the forefront of coronary plaque evaluation. In this review, we summarize recent clinical data on coronary artery calcium scoring and coronary CT angiography plaque quantification in the evaluation of adverse atherosclerotic cardiovascular disease in patients with and without chest pain, highlight how these methods compare to invasive quantification approaches, and directly compare the performance characteristics of coronary artery calcium scoring and coronary CT angiography.
{"title":"Coronary Atherosclerotic Plaque Burden Assessment by Computed Tomography and Its Clinical Implications.","authors":"Nishant Vatsa, Christian Faaborg-Andersen, Tiffany Dong, Michael J Blaha, Leslee J Shaw, Raymundo A Quintana","doi":"10.1161/CIRCIMAGING.123.016443","DOIUrl":"10.1161/CIRCIMAGING.123.016443","url":null,"abstract":"<p><p>Recent studies have demonstrated that coronary plaque burden carries greater prognostic value in predicting adverse atherosclerotic cardiovascular disease outcomes than myocardial ischemia, thereby challenging the existing paradigm. Advances in plaque quantification through both noncontrast and contrast-enhanced computed tomography (CT) methods have led to earlier and more cost-effective detection of coronary disease compared with traditional stress testing. The 2 principal techniques of noninvasive coronary plaque quantification assessment are coronary artery calcium scoring by noncontrast CT and coronary CT angiography, both of which correlate with disease burden on invasive angiography. Plaque quantification from these imaging modalities has shown utility in risk stratification and prognostication of adverse cardiovascular events, leading to increased incorporation into clinical practice guidelines and preventive care pathways. Furthermore, due to their expanding clinical value, emerging technologies such as artificial intelligence are being integrated into plaque quantification platforms, placing more advanced measures of plaque burden at the forefront of coronary plaque evaluation. In this review, we summarize recent clinical data on coronary artery calcium scoring and coronary CT angiography plaque quantification in the evaluation of adverse atherosclerotic cardiovascular disease in patients with and without chest pain, highlight how these methods compare to invasive quantification approaches, and directly compare the performance characteristics of coronary artery calcium scoring and coronary CT angiography.</p>","PeriodicalId":10202,"journal":{"name":"Circulation: Cardiovascular Imaging","volume":"17 8","pages":"e016443"},"PeriodicalIF":5.3,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11566462/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142008356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-01Epub Date: 2024-08-20DOI: 10.1161/CIRCIMAGING.124.017250
Márton Kolossváry
{"title":"Morphology of Chronic Total Occlusions Is Important for Intervention-Radiomics Strikes Again.","authors":"Márton Kolossváry","doi":"10.1161/CIRCIMAGING.124.017250","DOIUrl":"10.1161/CIRCIMAGING.124.017250","url":null,"abstract":"","PeriodicalId":10202,"journal":{"name":"Circulation: Cardiovascular Imaging","volume":"17 8","pages":"e017250"},"PeriodicalIF":6.5,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142008319","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-01Epub Date: 2024-08-20DOI: 10.1161/CIRCIMAGING.123.016482
Christina Tiller, Magdalena Holzknecht, Ivan Lechner, Fritz Oberhollenzer, Sebastian von der Emde, Thomas Kremser, Can Gollmann-Tepeköylü, Agnes Mayr, Axel Bauer, Bernhard Metzler, Sebastian J Reinstadler, Martin Reindl
Background: Beyond therapeutic implications, PCSK9 (proprotein convertase subtilisin/kexin 9) has emerged as a promising cardiovascular biomarker. The exact role of PCSK9 in the setting of acute ST-elevation myocardial infarction (STEMI) is incompletely understood. We aimed to investigate the association of PCSK9 with ischemia-reperfusion injury, visualized by cardiac magnetic resonance imaging, in patients with STEMI revascularized by primary percutaneous coronary intervention (PCI).
Methods: In this prespecified substudy from the prospective MARINA-STEMI (NCT04113356) registry, we included 205 patients with STEMI. PCSK9 concentrations were measured from venous blood samples by an immunoassay 24 and 48 hours after PCI. The primary end point was defined as presence of intramyocardial hemorrhage according to cardiac magnetic resonance T2* mapping. Secondary imaging end points were the presence of microvascular obstruction (MVO) and infarct size. The clinical end point was the occurrence of major adverse cardiac events.
Results: We observed a significant increase in PCSK9 levels from 24 to 48 hours (268-304 ng/mL; P<0.001) after PCI. PCSK9 24 hours after PCI did not show any relation to intramyocardial hemorrhage, MVO, and infarct size (all P>0.05). PCSK9 concentrations 48 hours post-STEMI were higher in patients with intramyocardial hemorrhage (333 versus 287 ng/mL; P=0.004), MVO (320 versus 292 ng/mL; P=0.020), and large infarct size (323 versus 296 ng/mL; P=0.013). Furthermore, patients with increased PCSK9 levels >361 ng/mL at 48 hours were more likely to experience major adverse cardiac events (15% versus 8%; P=0.002) during a median follow-up of 12 months.
Conclusions: In patients with STEMI, a significant increase in PCSK9 was observed from 24 to 48 hours after PCI. While PCSK9 levels after 24 hours were not related to myocardial or microvascular injury, PCSK9 after 48 hours was significantly associated with intramyocardial hemorrhage, MVO, and infarct size as well as worse subsequent clinical outcomes.
{"title":"Association of Circulating PCSK9 With Ischemia-Reperfusion Injury in Acute ST-Elevation Myocardial Infarction.","authors":"Christina Tiller, Magdalena Holzknecht, Ivan Lechner, Fritz Oberhollenzer, Sebastian von der Emde, Thomas Kremser, Can Gollmann-Tepeköylü, Agnes Mayr, Axel Bauer, Bernhard Metzler, Sebastian J Reinstadler, Martin Reindl","doi":"10.1161/CIRCIMAGING.123.016482","DOIUrl":"https://doi.org/10.1161/CIRCIMAGING.123.016482","url":null,"abstract":"<p><strong>Background: </strong>Beyond therapeutic implications, PCSK9 (proprotein convertase subtilisin/kexin 9) has emerged as a promising cardiovascular biomarker. The exact role of PCSK9 in the setting of acute ST-elevation myocardial infarction (STEMI) is incompletely understood. We aimed to investigate the association of PCSK9 with ischemia-reperfusion injury, visualized by cardiac magnetic resonance imaging, in patients with STEMI revascularized by primary percutaneous coronary intervention (PCI).</p><p><strong>Methods: </strong>In this prespecified substudy from the prospective MARINA-STEMI (NCT04113356) registry, we included 205 patients with STEMI. PCSK9 concentrations were measured from venous blood samples by an immunoassay 24 and 48 hours after PCI. The primary end point was defined as presence of intramyocardial hemorrhage according to cardiac magnetic resonance T2* mapping. Secondary imaging end points were the presence of microvascular obstruction (MVO) and infarct size. The clinical end point was the occurrence of major adverse cardiac events.</p><p><strong>Results: </strong>We observed a significant increase in PCSK9 levels from 24 to 48 hours (268-304 ng/mL; <i>P</i><0.001) after PCI. PCSK9 24 hours after PCI did not show any relation to intramyocardial hemorrhage, MVO, and infarct size (all <i>P</i>>0.05). PCSK9 concentrations 48 hours post-STEMI were higher in patients with intramyocardial hemorrhage (333 versus 287 ng/mL; <i>P</i>=0.004), MVO (320 versus 292 ng/mL; <i>P</i>=0.020), and large infarct size (323 versus 296 ng/mL; <i>P</i>=0.013). Furthermore, patients with increased PCSK9 levels >361 ng/mL at 48 hours were more likely to experience major adverse cardiac events (15% versus 8%; <i>P</i>=0.002) during a median follow-up of 12 months.</p><p><strong>Conclusions: </strong>In patients with STEMI, a significant increase in PCSK9 was observed from 24 to 48 hours after PCI. While PCSK9 levels after 24 hours were not related to myocardial or microvascular injury, PCSK9 after 48 hours was significantly associated with intramyocardial hemorrhage, MVO, and infarct size as well as worse subsequent clinical outcomes.</p><p><strong>Registration: </strong>URL: https://www.clinicaltrials.gov; Unique identifier; NCT04113356.</p>","PeriodicalId":10202,"journal":{"name":"Circulation: Cardiovascular Imaging","volume":"17 8","pages":"e016482"},"PeriodicalIF":6.5,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142008355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-01Epub Date: 2024-08-20DOI: 10.1161/CIRCIMAGING.124.017210
Alice Benedetti, Alvise Del Monte
{"title":"Is PCSK9 the Key Player in the Ischemia-Reperfusion Match?","authors":"Alice Benedetti, Alvise Del Monte","doi":"10.1161/CIRCIMAGING.124.017210","DOIUrl":"10.1161/CIRCIMAGING.124.017210","url":null,"abstract":"","PeriodicalId":10202,"journal":{"name":"Circulation: Cardiovascular Imaging","volume":"17 8","pages":"e017210"},"PeriodicalIF":6.5,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142008316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}