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Jiang Z, Zhu J, Ding H, Yan L, Chen R, Wang B, Li Z, Liu H. Relationship between triglyceride glucose-body mass index and coronary artery calcium score in maintenance hemodialysis patients. Front Med (Lausanne) 2024; 11:1478090. [PMID: 39735705 PMCID: PMC11671265 DOI: 10.3389/fmed.2024.1478090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 11/26/2024] [Indexed: 12/31/2024] Open
Abstract
Background This study investigated the association between coronary artery calcification (CAC) and triglyceride glucose-body mass index (TyG-BMI) in patients receiving maintenance hemodialysis (MHD). Methods We used computed tomography (CT) to assess coronary artery calcification score (CACS) using the Agatston method. The TyG index was multiplied by BMI to derive the TyG-BMI index. Ordinal logistic regression models were used to analyze the relationship between TyG-BMI and CAC. The dose-response relationship was evaluated using restricted cubic spline regression. Weighted Quantile Sum regression was used to explore the weight of the TyG-BMI index components. Results Based on the TyG-BMI, 219 patients with MHD were stratified into three groups. The TyG-BMI index was shown to be an independent risk factor for CACS by multivariate ordinal logistic regression analysis (odds ratio, 1.011; [95% confidence interval, 1.002-1.021]; P = 0.021). The relationship between TyG-BMI and lg (CACS + 10) was linear (P-overall = 0.023, P-non-linear = 0.412). Body mass index (BMI) had the highest weight (0.566) when weights were assigned to the three components of TyG-BMI. In the non-diabetes and diabetes subgroups, TyG-BMI and lg (CACS + 10) did not exhibit a significant non-linear relationship. Conclusion TyG-BMI and CAC were independently positively correlated in patients undergoing MHD. These findings suggest that assessing TyG-BMI as a valuable tool for identifying the risk of CAC in patients with MHD.
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Affiliation(s)
- Zexi Jiang
- Institute of Nephrology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Jinhua Zhu
- Institute of Nephrology, People’s Hospital of Yangzhong City, Zhenjiang, Jiangsu, China
| | - Hong Ding
- Institute of Nephrology, People’s Hospital of Yangzhong City, Zhenjiang, Jiangsu, China
| | - Lihong Yan
- Institute of Nephrology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Ruoxin Chen
- Institute of Nephrology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Bin Wang
- Institute of Nephrology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - ZuoLin Li
- Institute of Nephrology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Hong Liu
- Institute of Nephrology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
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Qin C, Hu Z, Shi Y, Wu H, Ma J, Li J. Association of serum HIF-1α levels with coronary artery calcification in patients of non-dialysis chronic kidney disease. Sci Rep 2024; 14:29031. [PMID: 39580489 PMCID: PMC11585538 DOI: 10.1038/s41598-024-79393-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 11/08/2024] [Indexed: 11/25/2024] Open
Abstract
Vascular calcification is the main cause of death in patients with chronic kidney disease (CKD). The study aims to investigate the risk factor affecting coronary artery calcification (CAC), and the relationship between serum hypoxia-inducible factor-1α (HIF-1α) levels and CAC in non-dialysis CKD patients. One hundred and twenty-three patients were selected in the final analysis. Spearman rank correlation analysis assessed the correlation between HIF-1α levels and CAC scores. Logistic regression analysis was utilized to assess potential risk variables associated with CAC. A ROC curve was drawn to analyze the diagnostic value of HIF-1α in non-dialysis CKD patients with CAC. Compared to the non-CAC group, the CAC group was older age, with a higher proportion of males, smokers, hypertension and diabetes, lower eGFR and HDL-C, and higher SBP and HIF-1α levels. As the HIF-1α levels went up, the proportion of patients with VC increased, as well as Agatston scores. Spearman rank correlation analysis showed that HIF-1α levels were positively correlated with VC and Agatston scores. Logistic regression analysis indicated that being male (OR = 0.242, P = 0.036), older age (OR = 1.093, P < 0.001), and increased HIF-1α levels (OR = 1.002, P = 0.025) were risk factors for the occurrence of CAC. Furthermore, ROC curve analysis determined that a HIF-1α cutoff value of 451.177 pg·mL-1 provided the best diagnostic value for non-dialysis CAC, with a sensitivity of 65.8% and a specificity of 80.9%. The prevalence of CAC is high in non-dialysis CKD patients, with old age and male gender being traditional risk factors for CAC occurrence. HIF-1α positively correlate with both CAC and VC, which can provide certain diagnostic values for non-dialysis CAC.
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Affiliation(s)
- Congcong Qin
- Department of Nephrology, Hebei General Hospital, Xinhua District, No. 348, Heping West Road, Shijiazhuang, 050000, Hebei, China
| | - Zhijuan Hu
- Department of Nephrology, Hebei General Hospital, Xinhua District, No. 348, Heping West Road, Shijiazhuang, 050000, Hebei, China.
| | - Yanan Shi
- Department of Nephrology, Hebei General Hospital, Xinhua District, No. 348, Heping West Road, Shijiazhuang, 050000, Hebei, China
| | - Haowen Wu
- Department of Nephrology, Hebei General Hospital, Xinhua District, No. 348, Heping West Road, Shijiazhuang, 050000, Hebei, China
- Department of Internal Medicine, Hebei Medical University, Shijiazhuang, China
| | - Jingyu Ma
- Department of Nephrology, Hebei General Hospital, Xinhua District, No. 348, Heping West Road, Shijiazhuang, 050000, Hebei, China
- Department of Internal Medicine, North China University of Science, Tangshan, China
| | - Jing Li
- Department of Nephrology, Hebei General Hospital, Xinhua District, No. 348, Heping West Road, Shijiazhuang, 050000, Hebei, China
- Department of Internal Medicine, Hebei Medical University, Shijiazhuang, China
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Saba L, Costa F, Cau R. Pathophysiology and clinical implications of coronary artery calcifications. Curr Opin Cardiol 2024; 39:529-534. [PMID: 39356281 DOI: 10.1097/hco.0000000000001180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/03/2024]
Abstract
PURPOSE OF REVIEW To provide a summary of current understanding of coronary artery calcifications (CACs), outlining the role of calcium in atherosclerosis to comprehend the clinical implications of CAC. RECENT FINDINGS CAC serves as a reliable indicator of coronary artery disease (CAD) and it is associated with cardiovascular events. In recognition of its significance, recent global guidelines have integrated CAC assessment into risk evaluation protocols, highlighting its role as a noninvasive tool for evaluating and stratifying patients' risk for cardiovascular events. Beyond the amount of CAC values, also, calcium morphology had been linked to cardiovascular events.By leveraging CAC assessment, healthcare providers can effectively up or down reclassify patients' risk and tailor preventive strategies accordingly. This comprehensive approach may involve lifestyle modifications, meticulous management of risk factors, and judicious use of preventive medications to mitigate the likelihood of future cardiovascular events, or withhold treatments in those without signs of CAC, to optimize resource use. SUMMARY The identification of CAC burden and morphology through noninvasive imaging modalities can reclassify the prediction of future cardiovascular risk and serve as a risk modifier for atherosclerosis. These data underscore the utility of selectively using CAC assessment in both primary and secondary prevention strategies for atherosclerotic cardiovascular disease.
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Affiliation(s)
- Luca Saba
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Monserrato (Cagliari)
| | - Francesco Costa
- Department of Cardiology, Messina University Hospital, Messina, Italy
| | - Riccardo Cau
- Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Monserrato (Cagliari)
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Huang JC, Huang YC, Lu CH, Chuang YS, Chien HH, Lin CI, Chao MF, Chuang HY, Ho CK, Wang CL, Dai CY. Exploring the Relationship Between Visceral Fat and Coronary Artery Calcification Risk Using Metabolic Score for Visceral Fat (METS-VF). Life (Basel) 2024; 14:1399. [PMID: 39598197 PMCID: PMC11595436 DOI: 10.3390/life14111399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 10/27/2024] [Accepted: 10/29/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND Metabolic Score for Visceral Fat (METS-VF) is a novel indicator for estimating intra-abdominal fat, yet its connection with coronary artery calcification (CAC) remains uncharted. Our research aims to explore the novel METS-VF indicator's link to CAC while comparing its performance against relevant anthropometric indices. METHODS This study enrolled participants who underwent health checkups and computed tomography scans for categorizing severity of CAC using the coronary artery calcium score. The METS-VF was calculated and compared with anthropometric indices in estimating the presence of CAC and different CAC severity using receiver operating characteristic curves. RESULTS Overall, 1217 participants (mean age 50.7 ± 9.9, 53.8% male) were included. METS-VF (odds ratio [OR], 1.506; 95% confidence interval [CI], 1.181-1.921; p = 0.001) was positively associated with the presence of CAC, even after accounting for cardiometabolic factors. Notably, METS-VF was positively associated with mild (OR, 1.450; 95% CI, 1.115-1.886; p = 0.006), moderate (OR, 1.865; 95% CI, 1.137-3.062; p = 0.014), and severe (OR, 2.316; 95% CI, 1.090-4.923; p = 0.029) CAC. Moreover, METS-VF yielded the highest area under curve (AUC) value in the estimation of the CAC presence (AUC = 0.710), mild (AUC = 0.682), moderate (AUC = 0.757), and severe (AUC = 0.807) CAC when compared with body mass index, waist circumference, visceral adiposity index, triglyceride-glucose index, and metabolic score for insulin resistance. The optimal METS-VF cut-off value was 6.4 for predicting CAC. CONCLUSIONS METS-VF emerged as a strong independent marker for detecting CAC presence across mild, moderate, and severe CAC categories, outperforming major anthropometric indices in accurately estimating the presence of CAC and different severity of CAC.
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Affiliation(s)
- Jiun-Chi Huang
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung 812, Taiwan;
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Research Center for Precision Environmental Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Ya-Chin Huang
- Department of Preventive Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University, Kaohsiung 801, Taiwan; (Y.-C.H.); (H.-H.C.); (C.-I.L.)
- Department of Occupational & Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (H.-Y.C.); (C.-K.H.)
| | - Chia-Hsin Lu
- Department of Medical Imaging, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Yun-Shiuan Chuang
- Department of Family Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Hsu-Han Chien
- Department of Preventive Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University, Kaohsiung 801, Taiwan; (Y.-C.H.); (H.-H.C.); (C.-I.L.)
| | - Chia-I Lin
- Department of Preventive Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University, Kaohsiung 801, Taiwan; (Y.-C.H.); (H.-H.C.); (C.-I.L.)
- Department of Occupational & Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (H.-Y.C.); (C.-K.H.)
| | - Ming-Fang Chao
- Department of Medical Imaging, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Hung-Yi Chuang
- Department of Occupational & Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (H.-Y.C.); (C.-K.H.)
| | - Chi-Kung Ho
- Department of Occupational & Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (H.-Y.C.); (C.-K.H.)
| | - Chao-Ling Wang
- Department of Occupational & Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (H.-Y.C.); (C.-K.H.)
| | - Chia-Yen Dai
- Department of Occupational & Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (H.-Y.C.); (C.-K.H.)
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan
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Tong Y, Wang Y, Chen X, Qin B, Liu Y, Cui Y, Gao X, Wang J, Wu T, Lv D, Chen X. The triglyceride glucose: high-density lipoprotein cholesterol ratio is associated with coronary artery calcification evaluated via non-gated chest CT. Cardiovasc Diabetol 2024; 23:376. [PMID: 39449019 PMCID: PMC11515353 DOI: 10.1186/s12933-024-02464-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Accepted: 10/07/2024] [Indexed: 10/26/2024] Open
Abstract
BACKGROUND Coronary artery calcification (CAC) is a common risk factor of cardiovascular disease. Although triglyceride glucose (TYG) index and high-density lipoprotein cholesterol (HDL-c) are both associated with CAC, no study has evaluated the correlation between the TYG/HDL-c ratio and CAC. In the present study, we investigated the relationships between CAC and the TYG index and the TYG/HDL-c ratio. METHODS A total of 9585 participants who underwent computed tomography (CT) screening for lung cancer from 2018 to 2020 were included in this cross-sectional study. Demographic data, laboratory test data and medical history data were collected from medical records. TYG = Ln[fasting glucose (mg/dL)×fasting TG (mg/dL/2]. The triglyceride glucose-HDL-c ratio was calculated as TYG/HDL-c. CAC was evaluated on chest CT images. Multivariate logistic regression analysis and restricted cubic splines were used to determine the relationships among the TYG index, TYG/HDL-c ratio and risk of CAC. The receiver operating characteristic (ROC) curve was used to evaluate the performance of the TYG index and TYG/HDL-c ratio in identifying CACs in individuals aged 60 years and above. RESULTS CAC was detected in 2515 of 9585 participants (mean age 51.8 ± 15.5 years, 61.2% men). The prevalence of CAC was significantly greater in participants with a high TYG/HDL-c ratio (32.6% in the fourth quartile vs. 19.1% in the first quartile, p < 0.001). Multivariate logistic regression revealed that both the TYG index (odds ratio (OR) = 1.06, 95% confidence interval (CI): 1.02-1.10) and the TYG/HDL-c ratio were associated with coronary artery calcification (OR = 1.32, 95% CI: 1.14-1.51). No such association was observed between the TYG index and CAC when further adjusted for the serum lipid level (OR = 1.23, 95% CI: 0.99-1.54). The TYG/HDL-c ratio was still associated with CAC after further adjustment for low-density lipoprotein cholesterol and total cholesterol (OR = 1.21, 95% CI: 1.09-1.35). TYG/HDL-c ratio was associated both with single vessel and multivessel calcification (OR = 1.14, 95%CI:1.05-1.23; OR = 1.15, 95%CI: 1.05-1.21). Similar trends were observed when we categorized individuals by TYG index and TYG/HDL-c quartiles and in subjects older than 60 years. Restricted cubic splines revealed that the TYG/HDL ratio had a better dose‒responsive relationship than did the TYG index. Subgroup analysis revealed that the association between the TYG/HDL-c ratio and coronary artery calcification was mainly observed in nondiabetic or nonhypertensive participants, regardless of low-density lipoprotein cholesterol levels. The ROC curve also revealed that the TYG/HDL-c ratio was better able to identify CAC than the TYG index was (area under the curve = 0.54 vs. 0.52, p < 0.01) in subjects older than 60 years. CONCLUSION An increase in the TYG/HDL-c ratio is significantly positively associated with the risk of CAC, and the TYG/HDL-c ratio has a more stable association with CAC than TYG.
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Affiliation(s)
- Yuxuan Tong
- Department of Cardiovascular Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China
| | - Yu Wang
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China
| | - Xin Chen
- Department of Radiology, Shanghai Longhua Hospital Shanghai University of Traditional Chinese Medicine, Shanghai, 200032, China
| | - Bin Qin
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China
| | - Yongkang Liu
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China
| | - Yuqian Cui
- Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, Jinan, 250000, China
| | - Xifa Gao
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China
| | - Jianhua Wang
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China
| | - Ting Wu
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China
| | - Dongling Lv
- Department of Cardiovascular Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China.
| | - Xiao Chen
- Department of Radiology, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, China.
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Ji Y, Han X, Gu Y, Liu J, Li Y, Zhang W, Dang A, Lv N. Exploring the Association of Smoking and Alcohol Consumption with Presence of and Severe Coronary Artery Calcification. Rev Cardiovasc Med 2024; 25:376. [PMID: 39484144 PMCID: PMC11522758 DOI: 10.31083/j.rcm2510376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 06/03/2024] [Accepted: 06/13/2024] [Indexed: 11/03/2024] Open
Abstract
Background Despite the majority of studies have identified smoking as a risk factor for coronary artery calcification (CAC), some studies have not identified this relationship. Differences on results reached by studies on the association of alcohol consumption with CAC exist. Moreover, studies have almost exclusively investigated the association between smoking and alcohol consumption independently. Whether an interaction effect of alcohol on the association of smoking and CAC exists has hardly been investigated. Methods The data of 2431 adult patients who visited Fuwai Hospital, Chinese Academy of Medical Sciences from September, 2001 to December, 2023 and had Agaston coronary artery calcification score (CACS) reported were utilized. Patients who (1) underwent percutaneous coronary intervention, coronary bypass graft and heart transplantation, or (2) were complicated by acute medical conditions, chronic kidney disease or malignant neoplasms were excluded. Data from 1528 patients were eventually analyzed. Logistic regression was employed to investigate the association of smoking and alcohol consumption with presence of CAC and severe CAC. Interaction effects of alcohol consumption history on the association of current smoking and both presence of and severe CAC were examined. Results Smoking history was significantly associated with presence of CAC and severe CAC. Current alcohol consumption was also significantly associated with presence of CAC and severe CAC. After adjusting for confounders, alcohol consumption history demonstrated an interaction effect on the association of current smoking with both presence of and severe CAC. Using non-alcohol consumers not smoking at the time of the study as reference, current smokers with an alcohol consumption history suffered from an increased risk of presence of CAC and severe CAC. Conclusions Both smoking history and current alcohol consumption were associated with presence of and severe CAC. Alcohol consumption history demonstrated an interaction effect on the association of current smoking with both presence of and severe CAC.
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Affiliation(s)
- Yinze Ji
- Premium Care Center, Department of Cardiology, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Cardiovascular Diseases, National Center for Cardiovascular Diseases, 100037 Beijing, China
| | - Xiaorong Han
- Premium Care Center, Department of Cardiology, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Cardiovascular Diseases, National Center for Cardiovascular Diseases, 100037 Beijing, China
| | - Yingzhen Gu
- Premium Care Center, Department of Cardiology, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Cardiovascular Diseases, National Center for Cardiovascular Diseases, 100037 Beijing, China
| | - Jinxing Liu
- Premium Care Center, Department of Cardiology, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Cardiovascular Diseases, National Center for Cardiovascular Diseases, 100037 Beijing, China
| | - Yifan Li
- Premium Care Center, Department of Cardiology, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Cardiovascular Diseases, National Center for Cardiovascular Diseases, 100037 Beijing, China
| | - Wei Zhang
- Premium Care Center, Department of Cardiology, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Cardiovascular Diseases, National Center for Cardiovascular Diseases, 100037 Beijing, China
| | - Aimin Dang
- Premium Care Center, Department of Cardiology, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Cardiovascular Diseases, National Center for Cardiovascular Diseases, 100037 Beijing, China
| | - Naqiang Lv
- Premium Care Center, Department of Cardiology, Fuwai Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Cardiovascular Diseases, National Center for Cardiovascular Diseases, 100037 Beijing, China
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Savo MT, De Amicis M, Cozac DA, Cordoni G, Corradin S, Cozza E, Amato F, Lassandro E, Da Pozzo S, Tansella D, Di Paolantonio D, Baroni MM, Di Stefano A, De Conti G, Motta R, Pergola V. Comparative Prognostic Value of Coronary Calcium Score and Perivascular Fat Attenuation Index in Coronary Artery Disease. J Clin Med 2024; 13:5205. [PMID: 39274418 PMCID: PMC11395785 DOI: 10.3390/jcm13175205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 08/24/2024] [Accepted: 08/30/2024] [Indexed: 09/16/2024] Open
Abstract
Coronary artery disease (CAD) is the leading global cause of mortality, accounting for approximately 30% of all deaths. It is primarily characterized by the accumulation of atherosclerotic plaques within the coronary arteries, leading to reduced blood flow to the heart muscle. Early detection of atherosclerotic plaques is crucial to prevent major adverse cardiac events. Notably, recent studies have shown that 15% of myocardial infarctions occur in patients with non-obstructive CAD, underscoring the importance of comprehensive plaque assessment beyond merely identifying obstructive lesions. Cardiac Computed Tomography Angiography (CCTA) has emerged as a cost-effective and efficient technique for excluding obstructive CAD, particularly in patients with a low-to-intermediate clinical likelihood of the disease. Recent advancements in CCTA technology, such as improved resolution and reduced scan times, have mitigated many technical challenges, allowing for precise quantification and characterization of both calcified and non-calcified atherosclerotic plaques. This review focuses on two critical physiological aspects of atherosclerotic plaques: the burden of calcifications, assessed via the coronary artery calcium score (CACs), and perivascular fat attenuation index (pFAI), an emerging marker of vascular inflammation. The CACs, obtained through non-contrast CT scans, quantifies calcified plaque burden and is widely used to stratify cardiovascular risk, particularly in asymptomatic patients. Despite its prognostic value, the CACs does not provide information on non-calcified plaques or inflammatory status. In contrast, the pFAI, derived from CCTA, serves as an indirect marker of coronary inflammation and has shown potential in predicting adverse cardiac events. Combining both CACs and pFAI assessment could offer a comprehensive risk stratification approach, integrating the established calcification burden with novel inflammatory markers to enhance CAD prevention and management strategies.
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Affiliation(s)
- Maria Teresa Savo
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Morena De Amicis
- Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Dan Alexandru Cozac
- Emergency Institute for Cardiovascular Diseases and Transplantation of Targu Mures, 540136 Targu Mures, Romania
| | - Gabriele Cordoni
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Simone Corradin
- Radiology Unit, Azienda Ospedale-Università Padova, 35121 Padova, Italy
| | - Elena Cozza
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Filippo Amato
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Eleonora Lassandro
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Stefano Da Pozzo
- Radiology Unit, Azienda Ospedale-Università Padova, 35121 Padova, Italy
| | - Donatella Tansella
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Diana Di Paolantonio
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Maria Maddalena Baroni
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Antonio Di Stefano
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Giorgio De Conti
- Radiology Unit, Azienda Ospedale-Università Padova, 35121 Padova, Italy
| | - Raffaella Motta
- Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
| | - Valeria Pergola
- Cardiology Unit, Cardio-thoraco-vascular and Public Health Department, Padova University Hospital, 35121 Padova, Italy
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Cekay M, Arndt PF, Franken JK, Wilhelm J, Pullamsetti SS, Roller FC, Sommer N, Askevold I, Lüdecke G, Langer C, Stein M, Zeppernick F, Tello K, Sibelius U, Grimminger F, Seeger W, Savai R, Eul B. Non-invasive surrogate markers of pulmonary hypertension are associated with poor survival in patients with cancer. BMJ Open Respir Res 2024; 11:e001916. [PMID: 39179271 PMCID: PMC11344493 DOI: 10.1136/bmjresp-2023-001916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 06/28/2024] [Indexed: 08/26/2024] Open
Abstract
BACKGROUND Cancer is one of the leading causes of death worldwide, and cardiopulmonary comorbidities may further adversely affect cancer prognosis. We recently described lung cancer-associated pulmonary hypertension (PH) as a new form of PH and comorbidity of lung cancer. While patients with lung cancer with PH had significantly reduced overall survival compared with patients without PH, the prevalence and impact of PH in other cancers remain unclear. METHODS In this retrospective, observational cohort study, we analysed the prevalence and impact of PH on clinical outcomes in 1184 patients with solid tumours other than lung cancer, that is, colorectal, head and neck, urological, breast or central nervous system tumours, using surrogate markers for PH determined by CT. RESULTS PH prevalence in this cohort was 10.98%. A Cox proportional hazard model revealed a significant reduction in the median survival time of patients with cancer with PH (837 vs 2074 days; p<0.001). However, there was no correlation between pulmonary metastases and PH. A subgroup analysis showed that PH was linked to decreased lung and cardiac function. Additionally, PH was associated with systemic arterial hypertension (p<0.001) and coronary artery disease (p=0.014), but not emphysema. CONCLUSIONS In this study, fewer patients with cancer had surrogate parameters for PH compared with previously published results among patients with lung cancer. Consequently, the prevalence of PH in other cancers might be lower compared with lung cancer; however, PH still has a negative impact on prognosis. Furthermore, our data does not provide evidence that lung metastases cause PH. Thus, our results support the idea that lung cancer-associated PH represents a new category of PH. Our results also highlight the importance of further studies in the field of cardio-oncology.
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Affiliation(s)
- Michael Cekay
- Institute for Lung Health (ILH), Justus-Liebig-University Giessen, Giessen, Germany
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
| | - Philipp F Arndt
- Institute for Lung Health (ILH), Justus-Liebig-University Giessen, Giessen, Germany
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
| | - Johanna K Franken
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
| | - Jochen Wilhelm
- Institute for Lung Health (ILH), Justus-Liebig-University Giessen, Giessen, Germany
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
| | - Soni Savai Pullamsetti
- Institute for Lung Health (ILH), Justus-Liebig-University Giessen, Giessen, Germany
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
- Max Planck Institute for Heart and Lung Research, Member of the DZL, Member of CPI, Bad Nauheim, Germany
| | - Fritz C Roller
- Department of Radiology, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Giessen, Germany
| | - Natascha Sommer
- Institute for Lung Health (ILH), Justus-Liebig-University Giessen, Giessen, Germany
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
| | - Ingolf Askevold
- Department of General Surgery, Justus-Liebig-University Giessen, Giessen, Germany
| | - Gerson Lüdecke
- Department of Urology, Justus-Liebig-University Giessen, Giessen, Germany
| | - Christine Langer
- Department of Otorhinolaryngology, Justus-Liebig-University Giessen, Giessen, Germany
| | - Marco Stein
- Department of Neurosurgery, Justus-Liebig-University Giessen, Giessen, Germany
| | - Felix Zeppernick
- Institute of Gynecology and Obstetrics, Faculty of Medicine, Justus-Liebig-University Giessen, Giessen, Germany
| | - Khodr Tello
- Institute for Lung Health (ILH), Justus-Liebig-University Giessen, Giessen, Germany
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
| | - Ulf Sibelius
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
| | - Friedrich Grimminger
- Institute for Lung Health (ILH), Justus-Liebig-University Giessen, Giessen, Germany
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
| | - Werner Seeger
- Institute for Lung Health (ILH), Justus-Liebig-University Giessen, Giessen, Germany
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
- Max Planck Institute for Heart and Lung Research, Member of the DZL, Member of CPI, Bad Nauheim, Germany
| | - Rajkumar Savai
- Institute for Lung Health (ILH), Justus-Liebig-University Giessen, Giessen, Germany
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
- Max Planck Institute for Heart and Lung Research, Member of the DZL, Member of CPI, Bad Nauheim, Germany
| | - Bastian Eul
- Department of Internal Medicine, Justus-Liebig-University Giessen, Universities of Giessen and Marburg Lung Center (UGMLC), Member of the German Center for Lung Research (DZL), Giessen, Germany
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9
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Osborne-Grinter M, Ali A, Williams MC. Prevalence and clinical implications of coronary artery calcium scoring on non-gated thoracic computed tomography: a systematic review and meta-analysis. Eur Radiol 2024; 34:4459-4474. [PMID: 38133672 PMCID: PMC11213779 DOI: 10.1007/s00330-023-10439-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 08/02/2023] [Accepted: 09/07/2023] [Indexed: 12/23/2023]
Abstract
OBJECTIVES Coronary artery calcifications (CACs) indicate the presence of coronary artery disease. CAC can be found on thoracic computed tomography (CT) conducted for non-cardiac reasons. This systematic review and meta-analysis of non-gated thoracic CT aims to assess the clinical impact and prevalence of CAC. METHODS Online databases were searched for articles assessing prevalence, demographic characteristics, accuracy and prognosis of incidental CAC on non-gated thoracic CT. Meta-analysis was performed using a random effects model. RESULTS A total of 108 studies (113,406 patients) were included (38% female). Prevalence of CAC ranged from 2.7 to 100% (pooled prevalence 52%, 95% confidence interval [CI] 46-58%). Patients with CAC were older (pooled standardised mean difference 0.88, 95% CI 0.65-1.11, p < 0.001), and more likely to be male (pooled odds ratio [OR] 1.95, 95% CI 1.55-2.45, p < 0.001), with diabetes (pooled OR 2.63, 95% CI 1.95-3.54, p < 0.001), hypercholesterolaemia (pooled OR 2.28, 95% CI 1.33-3.93, p < 0.01) and hypertension (pooled OR 3.89, 95% CI 2.26-6.70, p < 0.001), but not higher body mass index or smoking. Non-gated CT assessment of CAC had excellent agreement with electrocardiogram-gated CT (pooled correlation coefficient 0.96, 95% CI 0.92-0.98, p < 0.001). In 51,582 patients, followed-up for 51.6 ± 27.4 months, patients with CAC had increased all cause mortality (pooled relative risk [RR] 2.13, 95% CI 1.57-2.90, p = 0.004) and major adverse cardiovascular events (pooled RR 2.91, 95% CI 2.26-3.93, p < 0.001). When CAC was present on CT, it was reported in between 18.6% and 93% of reports. CONCLUSION CAC is a common, but underreported, finding on non-gated CT with important prognostic implications. CLINICAL RELEVANCE STATEMENT Coronary artery calcium is an important prognostic indicator of cardiovascular disease. It can be assessed on non-gated thoracic CT and is a commonly underreported finding. This represents a significant population where there is a potential missed opportunity for lifestyle modification recommendations and preventative therapies. This study aims to highlight the importance of reporting incidental coronary artery calcium on non-gated thoracic CT. KEY POINTS • Coronary artery calcification is a common finding on non-gated thoracic CT and can be reliably identified compared to gated-CT. • Coronary artery calcification on thoracic CT is associated with an increased risk of all cause mortality and major adverse cardiovascsular events. • Coronary artery calcification is frequently not reported on non-gated thoracic CT.
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Affiliation(s)
- Maia Osborne-Grinter
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK.
- University of Bristol, Bristol, UK.
| | - Adnan Ali
- School of Medicine, University of Dundee, Dundee, UK
| | - Michelle C Williams
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
- Edinburgh Imaging Facility QMRI, University of Edinburgh, Edinburgh, UK
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10
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Malik RF, Sun KJ, Azadi JR, Lau BD, Whelton S, Arbab-Zadeh A, Wilson RF, Johnson PT. Opportunistic Screening for Coronary Artery Disease: An Untapped Population Health Resource. J Am Coll Radiol 2024; 21:880-889. [PMID: 38382860 DOI: 10.1016/j.jacr.2024.02.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 01/31/2024] [Accepted: 02/13/2024] [Indexed: 02/23/2024]
Abstract
BACKGROUND Coronary artery disease is the leading cause of death in the United States. At-risk asymptomatic adults are eligible for screening with electrocardiogram-gated coronary artery calcium (CAC) CT, which aids in risk stratification and management decision-making. Incidental CAC (iCAC) is easily quantified on chest CT in patients imaged for noncardiac indications; however, radiologists do not routinely report the finding. OBJECTIVE To determine the clinical significance of CAC identified incidentally on routine chest CT performed for noncardiac indications. DESIGN An informationist developed search strategies in MEDLINE, Embase, and SCOPUS, and two reviewers independently screened results at both the abstract and full text levels. Data extracted from eligible articles included age, rate of iCAC identification, radiologist reporting frequency, impact on downstream medical management, and association of iCAC with patient outcomes. RESULTS From 359 unique citations, 83 research publications met inclusion criteria. The percentage of patients with iCAC ranged from 9% to 100%. Thirty-one investigations measured association(s) between iCAC and cardiovascular morbidity and mortality, and 29 identified significant correlations, including nonfatal myocardial infarction, fatal myocardial infarction, major adverse cardiovascular event, cardiovascular death, and all-cause death. iCAC was present in 20% to 100% of the patients in these cohorts, but when present, iCAC was reported by radiologists in only 31% to 44% of cases. Between 18% and 77% of patients with iCAC were not on preventive medications in studies that reported these data. Seven studies measured the effect of reporting on guideline directed medical therapy, and 5 (71%) reported an increase in medication prescriptions after diagnosis of iCAC, with one confirming reductions in low-density lipoprotein levels. Twelve investigations reported good concordance between CAC grade on noncardiac CT and Agatston score on electrocardiogram-gated cardiac CT, and 10 demonstrated that artificial intelligence tools can reliably calculate an Agatston score on noncardiac CT. CONCLUSION A body of evidence demonstrates that patients with iCAC on routine chest CT are at risk for cardiovascular disease events and death, but they are often undiagnosed. Uniform reporting of iCAC in the chest CT impression represents an opportunity for radiology to contribute to early identification of high-risk individuals and potentially reduce morbidity and mortality. AI tools have been validated to calculate Agatston score on routine chest CT and hold the best potential for facilitating broad adoption.
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Affiliation(s)
- Rubab F Malik
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kristie J Sun
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Javad R Azadi
- Assistant Professor of Radiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Brandyn D Lau
- Assistant Professor of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Seamus Whelton
- Associate Professor of Radiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Armin Arbab-Zadeh
- Director of Cardiac CT, Professor of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Renee F Wilson
- Evidence Based Practice Center, Johns Hopkins University School of Public Health, Baltimore, Maryland
| | - Pamela T Johnson
- Vice President of Care Transformation, Vice Chair of Quality and Safety in Radiology, and Professor of Radiology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
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11
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Mattesi G, Savo MT, De Amicis M, Amato F, Cozza E, Corradin S, Da Pozzo S, Previtero M, Bariani R, De Conti G, Rigato I, Pergola V, Motta R. Coronary artery calcium score: we know where we are but not where we may be. Monaldi Arch Chest Dis 2023; 94. [PMID: 37675928 DOI: 10.4081/monaldi.2023.2720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 08/16/2023] [Indexed: 09/08/2023] Open
Abstract
Cardiac computed tomography angiography (CCTA) has emerged as a cost-effective and time-saving technique for excluding coronary artery disease. One valuable tool obtained by CCTA is the coronary artery calcium (CAC) score. The use of CAC scoring has shown promise in the risk assessment and stratification of cardiovascular disease. CAC scores can be complemented by plaque analysis to assess vulnerable plaque characteristics and further refine risk assessment. This paper aims to provide a comprehensive understanding of the value of the CAC as a prognostic tool and its implications for patient risk assessment, treatment strategies, and outcomes. CAC scoring has demonstrated superior ability in stratifying patients, especially asymptomatic individuals, compared to traditional risk factors and scoring systems. The main evidence suggests that individuals with a CAC score of 0 have a good long-term prognosis, while an elevated CAC score is associated with increased cardiovascular risk. Finally, the clinical power of CAC scoring and the development of new models for risk stratification could be enhanced by machine learning algorithms.
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Affiliation(s)
- Giulia Mattesi
- Department of Cardiac Vascular Thoracic Sciences and Public Health, University of Padua.
| | - Maria Teresa Savo
- Department of Cardiac Vascular Thoracic Sciences and Public Health, University of Padua.
| | | | - Filippo Amato
- Department of Cardiac Vascular Thoracic Sciences and Public Health, University of Padua.
| | - Elena Cozza
- Department of Cardiac Vascular Thoracic Sciences and Public Health, University of Padua.
| | | | | | - Marco Previtero
- Department of Cardiac Vascular Thoracic Sciences and Public Health, University of Padua.
| | - Riccardo Bariani
- Department of Cardiac Vascular Thoracic Sciences and Public Health, University of Padua.
| | | | - Ilaria Rigato
- Department of Cardiac Vascular Thoracic Sciences and Public Health, University of Padua.
| | - Valeria Pergola
- Department of Cardiac Vascular Thoracic Sciences and Public Health, University of Padua.
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12
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Weir-McCall JR, Shambrook J. CT in Suspected Acute Aortic Syndrome: An Opportunity for Improving Cardiovascular Outcomes? Radiol Cardiothorac Imaging 2023; 5:e230129. [PMID: 37404784 PMCID: PMC10316295 DOI: 10.1148/ryct.230129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 05/22/2023] [Accepted: 05/22/2023] [Indexed: 07/06/2023]
Affiliation(s)
- Jonathan R. Weir-McCall
- From the Department of Radiology, University of Cambridge School of Clinical Medicine, Box 219, Level 5, Biomedical Campus, Cambridge CB2 0QQ, England (J.R.W.M.); Royal Papworth Hospital, Cambridge, England (J.R.W.M.); and Department of Cardiothoracic Radiology, University Hospital Southampton, Southampton, England (J.S.)
| | - James Shambrook
- From the Department of Radiology, University of Cambridge School of Clinical Medicine, Box 219, Level 5, Biomedical Campus, Cambridge CB2 0QQ, England (J.R.W.M.); Royal Papworth Hospital, Cambridge, England (J.R.W.M.); and Department of Cardiothoracic Radiology, University Hospital Southampton, Southampton, England (J.S.)
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