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Meloni A, Maffei E, Positano V, Clemente A, De Gori C, Berti S, La Grutta L, Saba L, Bossone E, Mantini C, Cavaliere C, Punzo B, Celi S, Cademartiri F. Technical principles, benefits, challenges, and applications of photon counting computed tomography in coronary imaging: a narrative review. Cardiovasc Diagn Ther 2024; 14:698-724. [PMID: 39263472 PMCID: PMC11384460 DOI: 10.21037/cdt-24-52] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 06/27/2024] [Indexed: 09/13/2024]
Abstract
Background and Objective The introduction of photon-counting computed tomography (PCCT) represents the most recent groundbreaking advancement in clinical computed tomography (CT). PCCT has the potential to overcome the limitations of traditional CT and to provide new quantitative imaging information. This narrative review aims to summarize the technical principles, benefits, and challenges of PCCT and to provide a concise yet comprehensive summary of the applications of PCCT in the domain of coronary imaging. Methods A review of PubMed, Scopus, and Google Scholar was performed until October 2023 by using relevant keywords. Articles in English were considered. Key Content and Findings The main advantages of PCCT over traditional CT are enhanced spatial resolution, improved signal and contrast characteristics, diminished electronic noise and image artifacts, lower radiation exposure, and multi-energy capability with enhanced material discrimination. These key characteristics have made room for improved assessment of plaque volume and severity of stenosis, more precise assessment of coronary artery calcifications, also preserved in the case of a reduced radiation dose, improved assessment of plaque composition, possibility to provide details regarding the biological processes occurring within the plaque, enhanced quality and accuracy of coronary stent imaging, and improved radiomic analyses. Conclusions PCCT can significantly impact diagnostic and clinical pathways and improve the management of patients with coronary artery diseases (CADs).
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Affiliation(s)
- Antonella Meloni
- Bioengineering Unit, Fondazione G. Monasterio CNR-Regione Toscana, Pisa, Italy
- Department of Radiology, Fondazione G. Monasterio CNR-Regione Toscana, Pisa, Italy
| | - Erica Maffei
- Department of Radiology, IRCCS SYNLAB SDN, Naples, Italy
| | - Vincenzo Positano
- Bioengineering Unit, Fondazione G. Monasterio CNR-Regione Toscana, Pisa, Italy
- Department of Radiology, Fondazione G. Monasterio CNR-Regione Toscana, Pisa, Italy
| | - Alberto Clemente
- Department of Radiology, Fondazione G. Monasterio CNR-Regione Toscana, Pisa, Italy
| | - Carmelo De Gori
- Department of Radiology, Fondazione G. Monasterio CNR-Regione Toscana, Pisa, Italy
| | - Sergio Berti
- Diagnostic and Interventional Cardiology Department, Fondazione G. Monasterio CNR-Regione Toscana, Massa, Italy
| | - Ludovico La Grutta
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties - ProMISE, University of Palermo, Palermo, Italy
| | - Luca Saba
- Department of Radiology, University Hospital of Cagliari, Monserrato (CA), Italy
| | - Eduardo Bossone
- Department of Cardiology, Antonio Cardarelli Hospital, Naples, Italy
| | - Cesare Mantini
- Department of Radiology, "G. D'Annunzio" University, Chieti, Italy
| | | | - Bruna Punzo
- Department of Radiology, IRCCS SYNLAB SDN, Naples, Italy
| | - Simona Celi
- Bioengineering Unit, Fondazione G. Monasterio CNR-Regione Toscana, Massa, Italy
| | - Filippo Cademartiri
- Department of Radiology, Fondazione G. Monasterio CNR-Regione Toscana, Pisa, Italy
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Fink N, Emrich T, Schoepf UJ, Zsarnoczay E, O’Doherty J, Halfmann MC, Griffith JP, Pinos D, Suranyi P, Baruah D, Kabakus IM, Ricke J, Varga-Szemes A. Improved Detection of Small and Low-Density Plaques in Virtual Noncontrast Imaging-based Calcium Scoring at Photon-Counting Detector CT. Radiol Cardiothorac Imaging 2024; 6:e230328. [PMID: 39023373 PMCID: PMC11369658 DOI: 10.1148/ryct.230328] [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: 06/09/2023] [Revised: 03/26/2024] [Accepted: 05/30/2024] [Indexed: 07/20/2024]
Abstract
Purpose To investigate the impact of plaque size and density on virtual noncontrast (VNC)-based coronary artery calcium scoring (CACS) using photon-counting detector CT and to provide safety net reconstructions for improved detection of subtle plaques in patients whose VNC-based CACS would otherwise be erroneously zero when compared with true noncontrast (TNC)-based CACS. Materials and Methods In this prospective study, CACS was evaluated in a phantom containing calcifications with different diameters (5, 3, and 1 mm) and densities (800, 400, and 200 mg/cm3) and in participants who underwent TNC and contrast-enhanced cardiac photon-counting detector CT (July 2021-March 2022). VNC images were reconstructed at different virtual monoenergetic imaging (55-80 keV) and quantum iterative reconstruction (QIR) levels (QIR,1-4). TNC scans at 70 keV with QIR off served as the reference standard. In vitro CACS was analyzed using standard settings (3.0-mm sections, kernel Qr36, 130-HU threshold). Calcification detectability and CACS of small and low-density plaques were also evaluated using 1.0-mm sections, kernel Qr44, and 120- or 110-HU thresholds. Safety net reconstructions were defined based on background Agatston scores and evaluated in vivo in TNC plaques initially nondetectable using standard VNC reconstructions. Results The in vivo cohort included 63 participants (57.8 years ± 15.5 [SD]; 37 [59%] male, 26 [41%] female). Correlation and agreement between standard CACSVNC and CACSTNC were higher in large- and medium-sized and high- and medium-density than in low-density plaques (in vitro: intraclass correlation coefficient [ICC] ≥ 0.90; r > 0.9 vs ICC = 0.20-0.48; r = 0.5-0.6). Small plaques were not detectable using standard VNC reconstructions. Calcification detectability was highest using 1.0-mm sections, kernel Qr44, 120- and 110-HU thresholds, and QIR level of 2 or less VNC reconstructions. Compared with standard VNC, using safety net reconstructions (55 keV, QIR 2, 110-HU threshold) for in vivo subtle plaque detection led to higher detection (increased by 89% [50 of 56]) and improved correlation and agreement of CACSVNC with CACSTNC (in vivo: ICC = 0.51-0.61; r = 0.6). Conclusion Compared with TNC-based calcium scoring, VNC-based calcium scoring was limited for small and low-density plaques but improved using safety net reconstructions, which may be particularly useful in patients with low calcium scores who would otherwise be treated based on potentially false-negative results. Keywords: Coronary Artery Calcium CT, Photon-Counting Detector CT, Virtual Noncontrast, Plaque Size, Plaque Density Supplemental material is available for this article. © RSNA, 2024.
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Affiliation(s)
- Nicola Fink
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - Tilman Emrich
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - U. Joseph Schoepf
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - Emese Zsarnoczay
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - Jim O’Doherty
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - Moritz C. Halfmann
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - Joseph P. Griffith
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - Daniel Pinos
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - Pal Suranyi
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - Dhiraj Baruah
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - Ismail M. Kabakus
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - Jens Ricke
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
| | - Akos Varga-Szemes
- From the Department of Radiology and Radiological Science, Division
of Cardiovascular Imaging, Medical University of South Carolina, Ashley River
Tower, 25 Courtenay Dr, MUSC 226, Charleston, SC 29425-2260 (N.F., T.E., U.J.S.,
E.Z., J.O., J.P.G., D.P., P.S., D.B., I.M.K., A.V.S.); Department of Radiology,
University Hospital, LMU Munich, Munich, Germany (N.F., J.R.); Department of
Diagnostic and Interventional Radiology, University Medical Center of Johannes
Gutenberg-University, Mainz, Germany (T.E., M.C.H.); German Centre for
Cardiovascular Research, Mainz, Germany (T.E.); Medical Imaging Center,
Semmelweis University, Budapest, Hungary (E.Z.); and Siemens Medical Solutions,
Malvern, Pa (J.O.)
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5
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Fink N, Zsarnoczay E, Schoepf UJ, O'Doherty J, Halfmann MC, Allmendinger T, Hagenauer J, Griffith JP, Vecsey-Nagy M, Pinos D, Ebersberger U, Ricke J, Varga-Szemes A, Emrich T. Impact of Cardiac Motion on coronary artery calcium scoring using a virtual non-iodine algorithm on photon-counting detector CT: a dynamic phantom study. THE INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING 2023; 39:2083-2092. [PMID: 37452987 DOI: 10.1007/s10554-023-02912-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 06/27/2023] [Indexed: 07/18/2023]
Abstract
This study assessed the impact of cardiac motion and in-vessel attenuation on coronary artery calcium (CAC) scoring using virtual non-iodine (VNI) against virtual non-contrast (VNC) reconstructions on photon-counting detector CT. Two artificial vessels containing calcifications and different in-vessel attenuations (500, 800HU) were scanned without (static) and with cardiac motion (60, 80, 100 beats per minute [bpm]). Images were post-processed using a VNC and VNI algorithm at 70 keV and quantum iterative reconstruction (QIR) strength 2. Calcium mass, Agatston scores, cardiac motion susceptibility (CMS)-indices were compared to physical mass, static scores as well as between reconstructions, heart rates and in-vessel attenuations. VNI scores decreased with rising heart rate (p < 0.01) and showed less underestimation than VNC scores (p < 0.001). Only VNI scores were similar to the physical mass at static measurements, and to static scores at 60 bpm. Agatston scores using VNI were similar to static scores at 60 and 80 bpm. Standard deviation of CMS-indices was lower for VNI-based than for VNC-based CAC scoring. VNI scores were higher at 500 than 800HU (p < 0.001) and higher than VNC scores (p < 0.001) with VNI scores at 500 HU showing the lowest deviation from the physical reference. VNI-based CAC quantification is influenced by cardiac motion and in-vessel attenuation, but least when measuring Agatston scores, where it outperforms VNC-based CAC scoring.
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Affiliation(s)
- Nicola Fink
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, 25 Courtenay Dr, Charleston, SC, 29425, USA
- Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany
| | - Emese Zsarnoczay
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, 25 Courtenay Dr, Charleston, SC, 29425, USA
- Medical Imaging Center, Semmelweis University, Korányi Sándor utca 2, Budapest, 1083, Hungary
| | - U Joseph Schoepf
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, 25 Courtenay Dr, Charleston, SC, 29425, USA.
| | - Jim O'Doherty
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, 25 Courtenay Dr, Charleston, SC, 29425, USA
- Siemens Medical Solutions, Malvern, PA, 19355, USA
| | - Moritz C Halfmann
- Department of Diagnostic and Interventional Radiology, University Medical Center of Johannes Gutenberg- University, Langenbeckstr. 1, Mainz, 55131, Germany
| | | | - Junia Hagenauer
- Siemens Healthcare GmbH, Siemensstr. 1, Forchheim, 91301, Germany
- Faculty of Medicine, Friedrich Alexander University of Erlangen-Nuremberg, Krankenhausstr. 12, Erlangen, 91054, Germany
| | - Joseph P Griffith
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, 25 Courtenay Dr, Charleston, SC, 29425, USA
| | - Milán Vecsey-Nagy
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, 25 Courtenay Dr, Charleston, SC, 29425, USA
- MTA-SE Cardiovascular Imaging Research Group, Heart and Vascular Center, Semmelweis University, Varosmajor utca 68, Budapest, 1122, Hungary
| | - Daniel Pinos
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, 25 Courtenay Dr, Charleston, SC, 29425, USA
| | - Ullrich Ebersberger
- Department of Cardiology, Munich University Clinic, Ludwig-Maximilians-University, Munich, 80636, Germany
| | - Jens Ricke
- Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany
| | - Akos Varga-Szemes
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, 25 Courtenay Dr, Charleston, SC, 29425, USA
| | - Tilman Emrich
- Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, 25 Courtenay Dr, Charleston, SC, 29425, USA
- Department of Diagnostic and Interventional Radiology, University Medical Center of Johannes Gutenberg- University, Langenbeckstr. 1, Mainz, 55131, Germany
- German Centre for Cardiovascular Research, Mainz, 55131, Germany
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