Cargando…

Calcium scoring: a personalized probability assessment predicts the need for additional or alternative testing to coronary CT angiography

OBJECTIVE: To assess whether anthropometrics, clinical risk factors, and coronary artery calcium score (CACS) can predict the need of further testing after coronary CT angiography (CTA) due to non-diagnostic image quality and/or the presence of significant stenosis. METHODS: Consecutive patients who...

Descripción completa

Detalles Bibliográficos
Autores principales: Simon, Judit, Száraz, Lili, Szilveszter, Bálint, Panajotu, Alexisz, Jermendy, Ádám, Bartykowszki, Andrea, Boussoussou, Melinda, Vattay, Borbála, Drobni, Zsófia Dóra, Merkely, Béla, Maurovich-Horvat, Pál, Kolossváry, Márton
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7476992/
https://www.ncbi.nlm.nih.gov/pubmed/32405749
http://dx.doi.org/10.1007/s00330-020-06921-7
_version_ 1783579802921336832
author Simon, Judit
Száraz, Lili
Szilveszter, Bálint
Panajotu, Alexisz
Jermendy, Ádám
Bartykowszki, Andrea
Boussoussou, Melinda
Vattay, Borbála
Drobni, Zsófia Dóra
Merkely, Béla
Maurovich-Horvat, Pál
Kolossváry, Márton
author_facet Simon, Judit
Száraz, Lili
Szilveszter, Bálint
Panajotu, Alexisz
Jermendy, Ádám
Bartykowszki, Andrea
Boussoussou, Melinda
Vattay, Borbála
Drobni, Zsófia Dóra
Merkely, Béla
Maurovich-Horvat, Pál
Kolossváry, Márton
author_sort Simon, Judit
collection PubMed
description OBJECTIVE: To assess whether anthropometrics, clinical risk factors, and coronary artery calcium score (CACS) can predict the need of further testing after coronary CT angiography (CTA) due to non-diagnostic image quality and/or the presence of significant stenosis. METHODS: Consecutive patients who underwent coronary CTA due to suspected coronary artery disease (CAD) were included in our retrospective analysis. We used multivariate logistic regression and receiver operating characteristics analysis containing anthropometric factors: body mass index, heart rate, and rhythm irregularity (model 1); and parameters used for pre-test likelihood estimation: age, sex, and type of angina (model 2); and also added total calcium score (model 3) to predict downstream testing. RESULTS: We analyzed 4120 (45.7% female, 57.9 ± 12.1 years) patients. Model 3 significantly outperformed models 1 and 2 (area under the curve, 0.84 [95% CI 0.83–0.86] vs. 0.56 [95% CI 0.54–0.58] and 0.72 [95% CI 0.70–0.74], p < 0.001). For patients with sinus rhythm of 50 bpm, in case of non-specific angina, CACS above 435, 756, and 944; in atypical angina CACS above 381, 702, and 890; and in typical angina CACS above 316, 636, and 824 correspond to 50%, 80%, and 90% probability of further testing, respectively. However, higher heart rates and arrhythmias significantly decrease these cutoffs (p < 0.001). CONCLUSION: CACS significantly increases the ability to identify patients in whom deferral from coronary CTA may be advised as CTA does not lead to a final decision regarding CAD management. Our results provide individualized cutoff values for given probabilities of the need of additional testing, which may facilitate personalized decision-making to perform or defer coronary CTA. KEY POINTS: • Anthropometric parameters on their own are insufficient predictors of downstream testing. Adding parameters of the Diamond and Forrester pre-test likelihood test significantly increases the power of prediction. • Total CACS is the most important independent predictor to identify patients in whom coronary CTA may not be recommended as CTA does not lead to a final decision regarding CAD management. • We determined specific CACS cutoff values based on the probability of downstream testing by angina-, arrhythmia-, and heart rate–based groups of patients to help individualize patient management. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00330-020-06921-7) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-7476992
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Springer Berlin Heidelberg
record_format MEDLINE/PubMed
spelling pubmed-74769922020-09-21 Calcium scoring: a personalized probability assessment predicts the need for additional or alternative testing to coronary CT angiography Simon, Judit Száraz, Lili Szilveszter, Bálint Panajotu, Alexisz Jermendy, Ádám Bartykowszki, Andrea Boussoussou, Melinda Vattay, Borbála Drobni, Zsófia Dóra Merkely, Béla Maurovich-Horvat, Pál Kolossváry, Márton Eur Radiol Cardiac OBJECTIVE: To assess whether anthropometrics, clinical risk factors, and coronary artery calcium score (CACS) can predict the need of further testing after coronary CT angiography (CTA) due to non-diagnostic image quality and/or the presence of significant stenosis. METHODS: Consecutive patients who underwent coronary CTA due to suspected coronary artery disease (CAD) were included in our retrospective analysis. We used multivariate logistic regression and receiver operating characteristics analysis containing anthropometric factors: body mass index, heart rate, and rhythm irregularity (model 1); and parameters used for pre-test likelihood estimation: age, sex, and type of angina (model 2); and also added total calcium score (model 3) to predict downstream testing. RESULTS: We analyzed 4120 (45.7% female, 57.9 ± 12.1 years) patients. Model 3 significantly outperformed models 1 and 2 (area under the curve, 0.84 [95% CI 0.83–0.86] vs. 0.56 [95% CI 0.54–0.58] and 0.72 [95% CI 0.70–0.74], p < 0.001). For patients with sinus rhythm of 50 bpm, in case of non-specific angina, CACS above 435, 756, and 944; in atypical angina CACS above 381, 702, and 890; and in typical angina CACS above 316, 636, and 824 correspond to 50%, 80%, and 90% probability of further testing, respectively. However, higher heart rates and arrhythmias significantly decrease these cutoffs (p < 0.001). CONCLUSION: CACS significantly increases the ability to identify patients in whom deferral from coronary CTA may be advised as CTA does not lead to a final decision regarding CAD management. Our results provide individualized cutoff values for given probabilities of the need of additional testing, which may facilitate personalized decision-making to perform or defer coronary CTA. KEY POINTS: • Anthropometric parameters on their own are insufficient predictors of downstream testing. Adding parameters of the Diamond and Forrester pre-test likelihood test significantly increases the power of prediction. • Total CACS is the most important independent predictor to identify patients in whom coronary CTA may not be recommended as CTA does not lead to a final decision regarding CAD management. • We determined specific CACS cutoff values based on the probability of downstream testing by angina-, arrhythmia-, and heart rate–based groups of patients to help individualize patient management. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00330-020-06921-7) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2020-05-13 2020 /pmc/articles/PMC7476992/ /pubmed/32405749 http://dx.doi.org/10.1007/s00330-020-06921-7 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Cardiac
Simon, Judit
Száraz, Lili
Szilveszter, Bálint
Panajotu, Alexisz
Jermendy, Ádám
Bartykowszki, Andrea
Boussoussou, Melinda
Vattay, Borbála
Drobni, Zsófia Dóra
Merkely, Béla
Maurovich-Horvat, Pál
Kolossváry, Márton
Calcium scoring: a personalized probability assessment predicts the need for additional or alternative testing to coronary CT angiography
title Calcium scoring: a personalized probability assessment predicts the need for additional or alternative testing to coronary CT angiography
title_full Calcium scoring: a personalized probability assessment predicts the need for additional or alternative testing to coronary CT angiography
title_fullStr Calcium scoring: a personalized probability assessment predicts the need for additional or alternative testing to coronary CT angiography
title_full_unstemmed Calcium scoring: a personalized probability assessment predicts the need for additional or alternative testing to coronary CT angiography
title_short Calcium scoring: a personalized probability assessment predicts the need for additional or alternative testing to coronary CT angiography
title_sort calcium scoring: a personalized probability assessment predicts the need for additional or alternative testing to coronary ct angiography
topic Cardiac
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7476992/
https://www.ncbi.nlm.nih.gov/pubmed/32405749
http://dx.doi.org/10.1007/s00330-020-06921-7
work_keys_str_mv AT simonjudit calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography
AT szarazlili calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography
AT szilveszterbalint calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography
AT panajotualexisz calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography
AT jermendyadam calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography
AT bartykowszkiandrea calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography
AT boussoussoumelinda calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography
AT vattayborbala calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography
AT drobnizsofiadora calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography
AT merkelybela calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography
AT maurovichhorvatpal calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography
AT kolossvarymarton calciumscoringapersonalizedprobabilityassessmentpredictstheneedforadditionaloralternativetestingtocoronaryctangiography