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The Updated Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT 2.0)
Robert J H Miller,
Mark Lemley,
Aakash Shanbhag,
Giselle Ramirez,
Joanna X Liang,
Valerie Builoff,
Paul Kavanagh,
Tali Sharir,
M Timothy Hauser,
Terrence D Ruddy,
Mathews B Fish,
Timothy M Bateman,
Wanda Acampa,
Andrew J Einstein,
Sharmila Dorbala,
Marcelo F Di Carli,
Attila Feher,
Edward J Miller,
Albert J Sinusas,
Julian Halcox ,
Monica Casanova da Silva Martins,
Philipp A Kaufmann,
Damini Dey,
Daniel S Berman,
Piotr J Slomka
Journal of Nuclear Medicine
Swansea University Authors: Julian Halcox , Monica Casanova da Silva Martins
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DOI (Published version): 10.2967/jnumed.124.268292
Abstract
The Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT) has been expanded to include more patients and CT attenuation correction imaging. We present the design and initial results from the updated registry. The updated REFINE SPECT is a multicenter, international...
Published in: | Journal of Nuclear Medicine |
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ISSN: | 0161-5505 2159-662X |
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Society of Nuclear Medicine and Molecular Imaging
2024
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URI: | https://cronfa.swan.ac.uk/Record/cronfa68025 |
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We present the design and initial results from the updated registry. The updated REFINE SPECT is a multicenter, international registry with clinical data and image files. SPECT images were processed by quantitative software and CT images by deep learning software detecting coronary artery calcium (CAC). Patients were followed for major adverse cardiovascular events (MACEs) (death, myocardial infarction, unstable angina, late revascularization). The registry included scans from 45,252 patients from 13 centers (55.9% male, 64.7 ± 11.8 y). Correlating invasive coronary angiography was available for 3,786 (8.4%) patients. CT attenuation correction imaging was available for 13,405 patients. MACEs occurred in 6,514 (14.4%) patients during a median follow-up of 3.6 y (interquartile range, 2.5-4.8 y). Patients with a stress total perfusion deficit of 5% to less than 10% (unadjusted hazard ratio [HR], 2.42; 95% CI, 2.23-2.62) and a stress total perfusion deficit of at least 10% (unadjusted HR, 3.85; 95% CI, 3.56-4.16) were more likely to experience MACEs. Patients with a deep learning CAC score of 101-400 (unadjusted HR, 3.09; 95% CI, 2.57-3.72) and a CAC of more than 400 (unadjusted HR, 5.17; 95% CI, 4.41-6.05) were at increased risk of MACEs. The REFINE SPECT registry contains a comprehensive set of imaging and clinical variables. It will aid in understanding the value of SPECT myocardial perfusion imaging, leverage hybrid imaging, and facilitate validation of new artificial intelligence tools for improving prediction of adverse outcomes incorporating multimodality imaging. [Abstract copyright: © 2024 by the Society of Nuclear Medicine and Molecular Imaging.]</abstract><type>Journal Article</type><journal>Journal of Nuclear Medicine</journal><volume/><journalNumber/><paginationStart/><paginationEnd/><publisher>Society of Nuclear Medicine and Molecular Imaging</publisher><placeOfPublication/><isbnPrint/><isbnElectronic/><issnPrint>0161-5505</issnPrint><issnElectronic>2159-662X</issnElectronic><keywords>SPECT, solid-state detector, myocardial perfusion imaging, coronary artery disease, artificial intelligence, quantitative analysis</keywords><publishedDay>3</publishedDay><publishedMonth>10</publishedMonth><publishedYear>2024</publishedYear><publishedDate>2024-10-03</publishedDate><doi>10.2967/jnumed.124.268292</doi><url/><notes>Research Article, Clinical Investigation</notes><college>COLLEGE NANME</college><department>Medical School</department><CollegeCode>COLLEGE CODE</CollegeCode><DepartmentCode>MEDS</DepartmentCode><institution>Swansea University</institution><apcterm>Not Required</apcterm><funders/><projectreference/><lastEdited>2024-10-18T12:40:38.7816961</lastEdited><Created>2024-10-18T11:50:06.0848680</Created><path><level id="1">Faculty of Medicine, Health and Life Sciences</level><level id="2">Swansea University Medical School - Health Data Science</level></path><authors><author><firstname>Robert J H</firstname><surname>Miller</surname><order>1</order></author><author><firstname>Mark</firstname><surname>Lemley</surname><order>2</order></author><author><firstname>Aakash</firstname><surname>Shanbhag</surname><order>3</order></author><author><firstname>Giselle</firstname><surname>Ramirez</surname><order>4</order></author><author><firstname>Joanna X</firstname><surname>Liang</surname><order>5</order></author><author><firstname>Valerie</firstname><surname>Builoff</surname><order>6</order></author><author><firstname>Paul</firstname><surname>Kavanagh</surname><order>7</order></author><author><firstname>Tali</firstname><surname>Sharir</surname><order>8</order></author><author><firstname>M Timothy</firstname><surname>Hauser</surname><order>9</order></author><author><firstname>Terrence D</firstname><surname>Ruddy</surname><order>10</order></author><author><firstname>Mathews B</firstname><surname>Fish</surname><order>11</order></author><author><firstname>Timothy M</firstname><surname>Bateman</surname><order>12</order></author><author><firstname>Wanda</firstname><surname>Acampa</surname><order>13</order></author><author><firstname>Andrew J</firstname><surname>Einstein</surname><order>14</order></author><author><firstname>Sharmila</firstname><surname>Dorbala</surname><order>15</order></author><author><firstname>Marcelo F Di</firstname><surname>Carli</surname><order>16</order></author><author><firstname>Attila</firstname><surname>Feher</surname><order>17</order></author><author><firstname>Edward J</firstname><surname>Miller</surname><order>18</order></author><author><firstname>Albert J</firstname><surname>Sinusas</surname><order>19</order></author><author><firstname>Julian</firstname><surname>Halcox</surname><orcid>0000-0001-6926-2947</orcid><order>20</order></author><author><firstname>Monica</firstname><surname>Casanova da Silva Martins</surname><order>21</order></author><author><firstname>Philipp A</firstname><surname>Kaufmann</surname><order>22</order></author><author><firstname>Damini</firstname><surname>Dey</surname><order>23</order></author><author><firstname>Daniel S</firstname><surname>Berman</surname><order>24</order></author><author><firstname>Piotr J</firstname><surname>Slomka</surname><order>25</order></author></authors><documents/><OutputDurs/></rfc1807> |
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v2 68025 2024-10-18 The Updated Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT 2.0) 3676f695eeda169d0f8c618adf27c04b 0000-0001-6926-2947 Julian Halcox Julian Halcox true false 53b42665a15b52c5b961969b11f522c0 Monica Casanova da Silva Martins Monica Casanova da Silva Martins true false 2024-10-18 MEDS The Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT) has been expanded to include more patients and CT attenuation correction imaging. We present the design and initial results from the updated registry. The updated REFINE SPECT is a multicenter, international registry with clinical data and image files. SPECT images were processed by quantitative software and CT images by deep learning software detecting coronary artery calcium (CAC). Patients were followed for major adverse cardiovascular events (MACEs) (death, myocardial infarction, unstable angina, late revascularization). The registry included scans from 45,252 patients from 13 centers (55.9% male, 64.7 ± 11.8 y). Correlating invasive coronary angiography was available for 3,786 (8.4%) patients. CT attenuation correction imaging was available for 13,405 patients. MACEs occurred in 6,514 (14.4%) patients during a median follow-up of 3.6 y (interquartile range, 2.5-4.8 y). Patients with a stress total perfusion deficit of 5% to less than 10% (unadjusted hazard ratio [HR], 2.42; 95% CI, 2.23-2.62) and a stress total perfusion deficit of at least 10% (unadjusted HR, 3.85; 95% CI, 3.56-4.16) were more likely to experience MACEs. Patients with a deep learning CAC score of 101-400 (unadjusted HR, 3.09; 95% CI, 2.57-3.72) and a CAC of more than 400 (unadjusted HR, 5.17; 95% CI, 4.41-6.05) were at increased risk of MACEs. The REFINE SPECT registry contains a comprehensive set of imaging and clinical variables. It will aid in understanding the value of SPECT myocardial perfusion imaging, leverage hybrid imaging, and facilitate validation of new artificial intelligence tools for improving prediction of adverse outcomes incorporating multimodality imaging. [Abstract copyright: © 2024 by the Society of Nuclear Medicine and Molecular Imaging.] Journal Article Journal of Nuclear Medicine Society of Nuclear Medicine and Molecular Imaging 0161-5505 2159-662X SPECT, solid-state detector, myocardial perfusion imaging, coronary artery disease, artificial intelligence, quantitative analysis 3 10 2024 2024-10-03 10.2967/jnumed.124.268292 Research Article, Clinical Investigation COLLEGE NANME Medical School COLLEGE CODE MEDS Swansea University Not Required 2024-10-18T12:40:38.7816961 2024-10-18T11:50:06.0848680 Faculty of Medicine, Health and Life Sciences Swansea University Medical School - Health Data Science Robert J H Miller 1 Mark Lemley 2 Aakash Shanbhag 3 Giselle Ramirez 4 Joanna X Liang 5 Valerie Builoff 6 Paul Kavanagh 7 Tali Sharir 8 M Timothy Hauser 9 Terrence D Ruddy 10 Mathews B Fish 11 Timothy M Bateman 12 Wanda Acampa 13 Andrew J Einstein 14 Sharmila Dorbala 15 Marcelo F Di Carli 16 Attila Feher 17 Edward J Miller 18 Albert J Sinusas 19 Julian Halcox 0000-0001-6926-2947 20 Monica Casanova da Silva Martins 21 Philipp A Kaufmann 22 Damini Dey 23 Daniel S Berman 24 Piotr J Slomka 25 |
title |
The Updated Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT 2.0) |
spellingShingle |
The Updated Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT 2.0) Julian Halcox Monica Casanova da Silva Martins |
title_short |
The Updated Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT 2.0) |
title_full |
The Updated Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT 2.0) |
title_fullStr |
The Updated Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT 2.0) |
title_full_unstemmed |
The Updated Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT 2.0) |
title_sort |
The Updated Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT 2.0) |
author_id_str_mv |
3676f695eeda169d0f8c618adf27c04b 53b42665a15b52c5b961969b11f522c0 |
author_id_fullname_str_mv |
3676f695eeda169d0f8c618adf27c04b_***_Julian Halcox 53b42665a15b52c5b961969b11f522c0_***_Monica Casanova da Silva Martins |
author |
Julian Halcox Monica Casanova da Silva Martins |
author2 |
Robert J H Miller Mark Lemley Aakash Shanbhag Giselle Ramirez Joanna X Liang Valerie Builoff Paul Kavanagh Tali Sharir M Timothy Hauser Terrence D Ruddy Mathews B Fish Timothy M Bateman Wanda Acampa Andrew J Einstein Sharmila Dorbala Marcelo F Di Carli Attila Feher Edward J Miller Albert J Sinusas Julian Halcox Monica Casanova da Silva Martins Philipp A Kaufmann Damini Dey Daniel S Berman Piotr J Slomka |
format |
Journal article |
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Journal of Nuclear Medicine |
publishDate |
2024 |
institution |
Swansea University |
issn |
0161-5505 2159-662X |
doi_str_mv |
10.2967/jnumed.124.268292 |
publisher |
Society of Nuclear Medicine and Molecular Imaging |
college_str |
Faculty of Medicine, Health and Life Sciences |
hierarchytype |
|
hierarchy_top_id |
facultyofmedicinehealthandlifesciences |
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Faculty of Medicine, Health and Life Sciences |
hierarchy_parent_id |
facultyofmedicinehealthandlifesciences |
hierarchy_parent_title |
Faculty of Medicine, Health and Life Sciences |
department_str |
Swansea University Medical School - Health Data Science{{{_:::_}}}Faculty of Medicine, Health and Life Sciences{{{_:::_}}}Swansea University Medical School - Health Data Science |
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description |
The Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT) has been expanded to include more patients and CT attenuation correction imaging. We present the design and initial results from the updated registry. The updated REFINE SPECT is a multicenter, international registry with clinical data and image files. SPECT images were processed by quantitative software and CT images by deep learning software detecting coronary artery calcium (CAC). Patients were followed for major adverse cardiovascular events (MACEs) (death, myocardial infarction, unstable angina, late revascularization). The registry included scans from 45,252 patients from 13 centers (55.9% male, 64.7 ± 11.8 y). Correlating invasive coronary angiography was available for 3,786 (8.4%) patients. CT attenuation correction imaging was available for 13,405 patients. MACEs occurred in 6,514 (14.4%) patients during a median follow-up of 3.6 y (interquartile range, 2.5-4.8 y). Patients with a stress total perfusion deficit of 5% to less than 10% (unadjusted hazard ratio [HR], 2.42; 95% CI, 2.23-2.62) and a stress total perfusion deficit of at least 10% (unadjusted HR, 3.85; 95% CI, 3.56-4.16) were more likely to experience MACEs. Patients with a deep learning CAC score of 101-400 (unadjusted HR, 3.09; 95% CI, 2.57-3.72) and a CAC of more than 400 (unadjusted HR, 5.17; 95% CI, 4.41-6.05) were at increased risk of MACEs. The REFINE SPECT registry contains a comprehensive set of imaging and clinical variables. It will aid in understanding the value of SPECT myocardial perfusion imaging, leverage hybrid imaging, and facilitate validation of new artificial intelligence tools for improving prediction of adverse outcomes incorporating multimodality imaging. [Abstract copyright: © 2024 by the Society of Nuclear Medicine and Molecular Imaging.] |
published_date |
2024-10-03T12:40:37Z |
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1813251765183709184 |
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11.03559 |