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Bergstrom, G., Hagberg, E., Bjornson, E., Adiels, M., Bonander, C., Stromberg, U., . . . Jernberg, T. (2024). Self-Report Tool for Identification of Individuals With Coronary Atherosclerosis: The Swedish CardioPulmonary BioImage Study. Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease, 13(14), Article ID e034603.
Open this publication in new window or tab >>Self-Report Tool for Identification of Individuals With Coronary Atherosclerosis: The Swedish CardioPulmonary BioImage Study
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2024 (English)In: Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease, E-ISSN 2047-9980, Vol. 13, no 14, article id e034603Article in journal (Refereed) Published
Abstract [en]

Background: Coronary atherosclerosis detected by imaging is a marker of elevated cardiovascular risk. However, imaging involves large resources and exposure to radiation. The aim was, therefore, to test whether nonimaging data, specifically data that can be self-reported, could be used to identify individuals with moderate to severe coronary atherosclerosis. Methods and Results: We used data from the population-based SCAPIS (Swedish CardioPulmonary BioImage Study) in individuals with coronary computed tomography angiography (n=25 182) and coronary artery calcification score (n=28 701), aged 50 to 64 years without previous ischemic heart disease. We developed a risk prediction tool using variables that could be assessed from home (self-report tool). For comparison, we also developed a tool using variables from laboratory tests, physical examinations, and self-report (clinical tool) and evaluated both models using receiver operating characteristic curve analysis, external validation, and benchmarked against factors in the pooled cohort equation. The self-report tool (n=14 variables) and the clinical tool (n=23 variables) showed high-to-excellent discriminative ability to identify a segment involvement score >= 4 (area under the curve 0.79 and 0.80, respectively) and significantly better than the pooled cohort equation (area under the curve 0.76, P<0.001). The tools showed a larger net benefit in clinical decision-making at relevant threshold probabilities. The self-report tool identified 65% of all individuals with a segment involvement score >= 4 in the top 30% of the highest-risk individuals. Tools developed for coronary artery calcification score >= 100 performed similarly. Conclusions: We have developed a self-report tool that effectively identifies individuals with moderate to severe coronary atherosclerosis. The self-report tool may serve as prescreening tool toward a cost-effective computed tomography-based screening program for high-risk individuals.

Place, publisher, year, edition, pages
WILEY, 2024
Keywords
coronary artery calcium score; coronary atherosclerosis; risk prediction tool; segment involvement score; self-reported data
National Category
Cardiology and Cardiovascular Disease
Identifiers
urn:nbn:se:liu:diva-208011 (URN)10.1161/JAHA.124.034603 (DOI)001272458600011 ()38958022 (PubMedID)2-s2.0-85199125824 (Scopus ID)
Note

Funding Agencies|Swedish Heart- Lung Foundation; Knut and Alice Wallenberg Foundation; Swedish Research Council and VINNOVA (Sweden's Innovation agency); University of Gothenburg and Sahlgrenska University Hospital; Karolinska Institutet and Stockholm County Council; Linkoeping University and University Hospital; Lund University and Skane University Hospital; Umea University and University Hospital,; Uppsala University and University Hospital; Heart and Lung Foundation [20210383]; Swedish Research Council [2019-01140]; LUA/ALF [ALFGBG-718851]

Available from: 2024-10-04 Created: 2024-10-04 Last updated: 2025-08-14
Ekerstad, N., Cederholm, T., Boström, A.-M., de Geer, L., Ekdahl, A., Guidetti, S., . . . Alfredsson, J. (2022). Clinical frailty scale – skörhet ärett sätt att skatta biologisk ålder: [Clinical Frailty Scale - a proxy estimate of biological age]. Läkartidningen, 119, Article ID 22040.
Open this publication in new window or tab >>Clinical frailty scale – skörhet ärett sätt att skatta biologisk ålder: [Clinical Frailty Scale - a proxy estimate of biological age]
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2022 (Swedish)In: Läkartidningen, ISSN 0023-7205, E-ISSN 1652-7518, Vol. 119, article id 22040Article, review/survey (Refereed) Published
Abstract [en]

The term frailty denotes a multi-dimensional syndrome characterised by reduced physiological reserves and increased vulnerability. Frailty may be used as a marker of biological age, distinct from chronological age. There are several instruments for frailty assessment. The Clinical Frailty Scale (CFS) is probably the most commonly used in the acute care context. It is a 9-level scale, derived from the accumulated deficit model of frailty, which combines comorbidity, disability, and cognitive impairment. The CFS assessment is fast and easy to implement in daily clinical practice. The CFS is relevant for risk stratification, and may also be used as a screening instrument to identify frail patients suitable for further geriatric evaluation, i.e. a comprehensive geriatric assessment (CGA). By providing information on long-term prognosis, it may improve informed decision-making on an individual basis.

Abstract [sv]

Skörhet (frailty) är ett kliniskt syndrom med sviktandefysiologiska reserver och ökad sårbarhet för påfrestningar.b Clinical frailty scale (CFS) är ett av de vanligaste skattningsinstrumentenför skörhet.b CFS är en markör för biologisk ålder, och skalanbygger på klinisk bedömning av samsjuklighet, ADL ochkognitiv förmåga.b CFS kan användas som stöd för riskstratifiering ochför att göra ett första urval av vilka personer som kangagnas av övergripande geriatrisk handläggning (comprehensivegeriatric assessment, CGA).b CFS kan användas på klinisk nivå som ett av flera stödför individualiserad behandling.b CFS kan bidra till att individer med hög kronologiskålder inte slentrianmässigt ges låg prioritet beträffandeolika interventioner.

Place, publisher, year, edition, pages
Sveriges Läkarforbund, 2022
National Category
Geriatrics
Identifiers
urn:nbn:se:liu:diva-192855 (URN)36345801 (PubMedID)
Available from: 2023-04-03 Created: 2023-04-03 Last updated: 2023-05-02Bibliographically approved
Holm, A., Henriksson, M., Alfredsson, J., Janzon, M., Johansson, T., Swahn, E., . . . Sederholm Lawesson, S. (2021). Long term risk and costs of bleeding in men and women treated with triple antithrombotic therapy: An observational study. PLOS ONE, 16(3), Article ID e0248359.
Open this publication in new window or tab >>Long term risk and costs of bleeding in men and women treated with triple antithrombotic therapy: An observational study
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2021 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 16, no 3, article id e0248359Article in journal (Refereed) Published
Abstract [en]

Objectives Bleeding is the most common non-ischemic complication in patients with coronary revascularisation procedures, associated with prolonged hospitalisation and increased mortality. Many factors predispose for bleeds in these patients, among those sex. Anyhow, few studies have characterised the population receiving triple antithrombotic therapy (TAT) as well as long term bleeds from a sex perspective. We investigated the one year rate of bleeds in patients receiving TAT, potential sex disparities and premature discontinuation of TAT. We also assessed health care costs in bleeders vs non-bleeders. Setting Three hospitals in the County of ostergotland, Sweden during 2009-2015. Participants All patients discharged with TAT registered in the SWEDEHEART registry. Primary and secondary outcome measures All bleeds receiving medical attention during one-year follow-up were collected by retrieving relevant information about each patient from medical records. Resource use associated with bleeds was assigned unit cost to estimate the health care costs associated with bleeding episodes. Results Among 272 patients, 156 bleeds occurred post-discharge, of which 28.8% were gastrointestinal. In total 54.4% had at least one bleed during or after the index event and 40.1% bled post discharge of whom 28.7% experienced a TIMI major or minor bleeding. Women discontinued TAT prematurely more often than men (52.9 vs 36.1%, p = 0.01) and bled more (48.6 vs. 37.1%, p = 0.09). One-year mean health care costs were EUR 575 and EUR 5787 in non-bleeding and bleeding patients, respectively. Conclusion The high bleeding incidence in patients with TAT, especially in women, is a cause of concern. There is a need for an adequately sized randomised, controlled trial to determine a safe but still effective treatment for these patients.

Place, publisher, year, edition, pages
Public Library of Science, 2021
National Category
General Practice
Identifiers
urn:nbn:se:liu:diva-175450 (URN)10.1371/journal.pone.0248359 (DOI)000634832800066 ()33764988 (PubMedID)
Note

Funding Agencies|County Council of Ostergotland

Available from: 2021-05-05 Created: 2021-05-05 Last updated: 2022-05-23Bibliographically approved
Sigvant, B., Hasvold, P., Thuresson, M., Jernberg, T., Janzon, M. & Nordanstig, J. (2021). Myocardial infarction and peripheral arterial disease: Treatment patterns and long-term outcome in men and women results from a Swedish nationwide study. European Journal of Preventive Cardiology, 28(13), 1426-1434
Open this publication in new window or tab >>Myocardial infarction and peripheral arterial disease: Treatment patterns and long-term outcome in men and women results from a Swedish nationwide study
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2021 (English)In: European Journal of Preventive Cardiology, ISSN 2047-4873, E-ISSN 2047-4881, Vol. 28, no 13, p. 1426-1434Article in journal (Refereed) Published
Abstract [en]

Background Differences in comorbidity, pharmacotherapy, cardiovascular (CV) outcome, and mortality between myocardial infarction (MI) patients and peripheral arterial disease (PAD) patients are not well documented. Aim The aim of this study was to compare comorbidity, treatment patterns, CV outcome, and mortality in MI and PAD patients, focusing on sex differences. Methods This observational, population-based study used data retrieved from mandatory Swedish national registries. The risks of MI and death were assessed by Kaplan-Meier analysis. Secondary preventive drug use was characterized. Cox proportional risk hazard modelling was used to determine the risk of specific events. Results Overall, 91,808 incident MI patients and 52,408 PAD patients were included. CV mortality for MI patients at 12, 24, and 36 months after index was 12.3%, 19.3%, and 25.4%, and for PAD patients it was 15.5%, 23.4%, and 31.0%. At index, 89% of MI patients and 65% of PAD patients used aspirin and 74% and 53%, respectively, used statins. Unlike MI women, women with PAD had a lower rate of other CV-related comorbidities and a lower risk of CV events (age-adjusted hazard ratio 0.81, 95% confidence interval 0.79-0.84), CV death (0.78, 0.75-0.82), and all-cause death (0.78, 0.76-0.80) than their PAD male counterparts. Conclusion PAD patients were less intensively treated and had a higher CV mortality than MI patients. Women with PAD were less likely than men to present with established polyvascular disease, whereas the opposite was true of women with MI. This result indicates that the lower-limb vasculature may more often be the index site for atherosclerosis in women.

Place, publisher, year, edition, pages
SAGE PUBLICATIONS LTD, 2021
Keywords
Myocardial infarction; peripheral arterial disease; cardiovascular events; mortality; treatment patterns; sex differences
National Category
Cardiology and Cardiovascular Disease
Identifiers
urn:nbn:se:liu:diva-162927 (URN)10.1177/2047487319893046 (DOI)000502920200001 ()31841055 (PubMedID)
Note

Funding Agencies|AstraZenecaAstraZeneca

Available from: 2020-01-02 Created: 2020-01-02 Last updated: 2025-02-10
Holm, A., Swahn, E., Sederholm Lawesson, S., Gustafsson, K., Janzon, M., Jonasson, L., . . . Alfredsson, J. (2021). Sex differences in platelet reactivity in patients with myocardial infarction treated with triple antiplatelet therapy-results from assessing platelet activity in coronary heart disease (APACHE). Platelets, 32(1), 524-532
Open this publication in new window or tab >>Sex differences in platelet reactivity in patients with myocardial infarction treated with triple antiplatelet therapy-results from assessing platelet activity in coronary heart disease (APACHE)
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2021 (English)In: Platelets, ISSN 0953-7104, E-ISSN 1369-1635, Vol. 32, no 1, p. 524-532Article in journal (Refereed) Published
Abstract [en]

)Several earlier studies have reported increased risk of bleeding in women with myocardial infarction, (MI) compared to men. The reasons for the observed difference are incompletely understood, but one suggested explanation has been excess dosing of antithrombotic drugs in women. The aim of this prospective observational study was to assess sex differences in platelet activity in patients treated with three different platelet inhibitors. We recruited 125 patients (37 women and 88 men) with MI, scheduled for coronary angiography. All patients received clopidogrel and aspirin. A subgroup of patients received glycoprotein (GP) IIb/IIIa-inhibitor. Platelet aggregation in whole blood was assessed at several time points, using impedance aggregometry. SolubleP-selectin was measured 3 days after admission. There were no significant differences between women and men in baseline features or comorbidities except higher frequency of diabetes, lower hemoglobin value, and lower estimated glomerular filtration rate, in women on admission. We observed significantly more in-hospital bleeding events in women compared to men (18.9% vs. 6.8%,p= .04). There were no differences in platelet aggregation using three different agonists, reflecting treatment effect of GPIIb/IIIa-inhibitors, clopidogrel, and aspirin, 6-8 hours, 3 days, 7-9 days, or 6 months after loading dose. Moreover, there was no significant difference in solubleP-selectin. The main finding of this study was a consistent lack of difference between the sexes in platelet aggregation, using three different agonists at several time-points. Our results do not support excess dosing of anti-platelet drugs as a major explanation for increased bleeding risk in women.

Place, publisher, year, edition, pages
Taylor & Francis, 2021
Keywords
Gender; myocardial infarction; platelet aggregation; sex
National Category
Cardiology and Cardiovascular Disease
Identifiers
urn:nbn:se:liu:diva-167751 (URN)10.1080/09537104.2020.1771550 (DOI)000543070400001 ()32493086 (PubMedID)2-s2.0-85088856352 (Scopus ID)
Note

Funding Agencies|Linkoping University; County Council of Ostergotland

Available from: 2020-07-21 Created: 2020-07-21 Last updated: 2025-02-10Bibliographically approved
Henriksson, L., Woisetschläger, M., Alfredsson, J., Janzon, M., Ebbers, T., Engvall, J. & Persson, A. (2021). The transluminal attenuation gradient does not add diagnostic accuracy to coronary computed tomography. Acta Radiologica, 867-874
Open this publication in new window or tab >>The transluminal attenuation gradient does not add diagnostic accuracy to coronary computed tomography
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2021 (English)In: Acta Radiologica, ISSN 0284-1851, E-ISSN 1600-0455, p. 867-874Article in journal (Refereed) Published
Abstract [en]

Background A method for improving the accuracy of coronary computed tomography angiography (CCTA) is highly sought after as it would help to avoid unnecessary invasive coronary angiographies. Measurement of the transluminal attenuation gradient (TAG) has been proposed as an alternative to other existing methods, i.e. CT perfusion and CT fractional flow reserve (FFR). Purpose To evaluate the incremental value of three types of TAG in high-pitch spiral CCTA with invasive FFR measurements as reference. Material and Methods TAG was measured using two semi-automatic methods and one manual method. A receiver operating characteristic (ROC) analysis was made to determine the usefulness of TAG alone as well as TAG combined with CCTA for detection of significant coronary artery stenoses defined by an invasive FFR value <= 0.80. Results A total of 51 coronary vessels in 37 patients were included in this retrospective study. Hemodynamically significant stenoses were found in 13 vessels according to FFR. The ROC analysis TAG alone resulted in areas under the curve (AUCs) of 0.530 and 0.520 for the semi-automatic TAG and 0.557 for the manual TAG. TAG and CCTA combined resulted in AUCs of 0.567, 0.562 for semi-automatic TAG, and 0.569 for the manual TAG. Conclusion The results from our study showed no incremental value of TAG measured in single heartbeat CCTA in determining the severity of coronary artery stenosis degrees.

Place, publisher, year, edition, pages
Sage Publications, 2021
Keywords
Computed tomography angiography; coronary arteries; transluminal attenuation gradient; stenosis evaluation
National Category
Medical Imaging
Identifiers
urn:nbn:se:liu:diva-168541 (URN)10.1177/0284185120943042 (DOI)000554076900001 ()32722968 (PubMedID)2-s2.0-85088824098 (Scopus ID)
Available from: 2020-08-26 Created: 2020-08-26 Last updated: 2025-02-09Bibliographically approved
Venetsanos, D., Skibniewski, M., Janzon, M., Sederholm Lawesson, S., Charitakis, E., Boehm, F., . . . Alfredsson, J. (2021). Uninterrupted Oral Anticoagulant Therapy in Patients Undergoing Unplanned Percutaneous Coronary Intervention. JACC: Cardiovascular Interventions, 14(7), 754-763
Open this publication in new window or tab >>Uninterrupted Oral Anticoagulant Therapy in Patients Undergoing Unplanned Percutaneous Coronary Intervention
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2021 (English)In: JACC: Cardiovascular Interventions, ISSN 1936-8798, E-ISSN 1876-7605, Vol. 14, no 7, p. 754-763Article in journal (Refereed) Published
Abstract [en]

OBJECTIVES This study sought to compare interrupted and uninterrupted oral anticoagulant therapy (I-OAC vs. U-OAC) in patients on OAC undergoing percutaneous coronary intervention. BACKGROUND There is a paucity of data regarding the optimal peri-procedural management of OAC-treated patients. METHODS In the SWEDEHEART registry, all patients on OAC who were admitted acutely and underwent percutaneous coronary intervention or coronary angiography with a diagnostic procedure, from 2005 to 2017, were included. Outcomes were major adverse cardiac and cerebrovascular events (MACCE; death, myocardial infarction, or stroke) and bleeds at 120 days. Propensity score was used to adjust for the nonrandomized treatment selection. RESULTS The study included 6,485 patients: 3,322 in the I-OAC group and 3,163 in the U-OAC group. The cumulative incidence of MACCE was 8.2% (269 events) versus 8.2% (254 events) in the I-OAC and the U-OAC groups, respectively. The adjusted risk for MACCE did not differ between the groups (I-OAC vs. U-OAC hazard ratio: 0.89; 95% confidence interval: 0.71 to 1.12). Similarly, no difference was found in the risk for MACCE or bleeds (12.6% vs. 12.9%, adjusted hazard ratio: 0.87; 95% confidence interval: 0.70 to 1.07). The risk for major or minor in-hospital bleeds did not differ between the groups. However, U-OAC was associated with a significantly shorter duration of hospitalization: 4 (3 to 7) days versus 5 (3 to 8) days; p < 0.01. CONCLUSIONS I-OAC and U-OAC were associated with equivalent risk for MACCE and bleeding complications. An U-OAC strategy was associated with shorter length of hospitalization. These data support U-OAC as the preferable strategy in patients on OAC undergoing coronary intervention. (c) 2021 by the American College of Cardiology Foundation.

Place, publisher, year, edition, pages
ELSEVIER SCIENCE INC, 2021
Keywords
coronary angiography(s); discontinuation; oral anticoagulant; PCI; uninterrupted
National Category
Cardiology and Cardiovascular Disease
Identifiers
urn:nbn:se:liu:diva-175704 (URN)10.1016/j.jcin.2021.01.022 (DOI)000637995500007 ()33826495 (PubMedID)
Note

Funding Agencies|Boston ScientificBoston Scientific; AbbottAbbott Laboratories; AstraZenecaAstraZeneca; BayerBayer AG

Available from: 2021-05-18 Created: 2021-05-18 Last updated: 2025-02-10
Alfredsson, J., Omar, K., Csog, J., Venetsanos, D., Janzon, M. & Ekstedt, M. (2020). Bleeding complications with clopidogrel or ticagrelor in ST-elevation myocardial infarction patients: A real life cohort study of two treatment strategies. IJC Heart & Vasculature, 27, Article ID 100495.
Open this publication in new window or tab >>Bleeding complications with clopidogrel or ticagrelor in ST-elevation myocardial infarction patients: A real life cohort study of two treatment strategies
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2020 (English)In: IJC Heart & Vasculature, E-ISSN 2352-9067, Vol. 27, article id 100495Article in journal (Refereed) Published
Abstract [en]

Introduction

Dual antiplatelet therapy (DAPT), including potent P2Y12 inhibition after ST-elevation myocardial infarction (STEMI) is recommended in clinical guidelines. However, bleeding complications are common, and associated with worse outcomes. The aim of this study was to assess incidence of bleeding events with a clopidogrel-based compared to a ticagrelor-based DAPT strategy, in a real world population. Secondary aims were to assess ischemic complications and mortality.

Methods and Results

We identified 330 consecutive STEMI patients with a clopidogrel-based and 330 with a ticagrelor-based DAPT strategy. Patientś medical records were searched for bleeding and ischemic complications, over 6 months follow-up.

The two groups were well balanced in baseline characteristics, age (69 years inboth groups), sex (31% vs 32% females), history of diabetes (19% vs 21%), hypertension (43% in both) and MI (17% vs 15%). There was no difference in CRUSADE bleeding score (28 vs 29). After discharge, there were more than twice as many bleeding events with a ticagrelor-based compared with a clopidogrel-based strategy (13.3% vs. 6.5%, p = 0.005). Bleeding events included significantly more severe bleeding complications (TIMI major/minor [5.8 vs 1.0, p = 0.001]) during the ticagrelor-based period. There was no significant difference in the composite of death, MI or stroke (7.8% vs 7.1%, p = 0.76).

Conclusions

In this observational study, a ticagrelor-based DAPT strategy was associated with significantly more bleeding complications, without any significant change in death, MI or stroke. Larger studies are needed to determine whether bleeding complications off-sets benefits with a more potent DAPT strategy in older and more comorbid real-life patients.

Place, publisher, year, edition, pages
Elsevier, 2020
Keywords
Myocardial infarction; Ticagrelor; Clopidogrel; Bleeding complications
National Category
Cell and Molecular Biology
Identifiers
urn:nbn:se:liu:diva-174000 (URN)10.1016/j.ijcha.2020.100495 (DOI)000524982300010 ()32309533 (PubMedID)2-s2.0-85081916635 (Scopus ID)
Note

Funding Agencies|County Council of Ostergotland; ALF grants Region Ostergotland

Available from: 2021-03-16 Created: 2021-03-16 Last updated: 2022-02-10Bibliographically approved
Tavenier, A. H., Hermanides, R. S., Fabris, E., Lapostolle, F., Silvain, J., ten Berg, J. M., . . . van t Hof, A. W. J. (2020). Efficacy and Safety of Glycoprotein IIb/IIIa Inhibitors on Top of Ticagrelor in STEMI: A Subanalysis of the ATLANTIC Trial. Thrombosis and Haemostasis, 120(1), 65-74
Open this publication in new window or tab >>Efficacy and Safety of Glycoprotein IIb/IIIa Inhibitors on Top of Ticagrelor in STEMI: A Subanalysis of the ATLANTIC Trial
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2020 (English)In: Thrombosis and Haemostasis, ISSN 0340-6245, E-ISSN 2567-689X, Vol. 120, no 1, p. 65-74Article in journal (Refereed) Published
Abstract [en]

Background Glycoprotein IIb/IIIa inhibitors (GPIs) in combination with clopidogrel improve clinical outcome in ST-elevation myocardial infarction (STEMI); however, finding a balance that minimizes both thrombotic and bleeding risk remains fundamental. The efficacy and safety of GPI in addition to ticagrelor, a more potent P2Y12-inhibitor, have not been fully investigated. Methods 1,630 STEMI patients who underwent primary percutaneous coronary intervention (PCI) were analyzed in this subanalysis of the ATLANTIC trial. Patients were divided in three groups: no GPI, GPI administration routinely before primary PCI, and GPI administration in bailout situations. The primary efficacy outcome was a composite of death, myocardial infarction, urgent target revascularization, and definite stent thrombosis at 30 days. The safety outcome was non-coronary artery bypass graft (CABG)-related PLATO major bleeding at 30 days. Results Compared with no GPI ( n = 930), routine GPI ( n = 525) or bailout GPI ( n = 175) was not associated with an improved primary efficacy outcome (4.2% no GPI vs. 4.0% routine GPI vs. 6.9% bailout GPI; p = 0.58). After multivariate analysis, the use of GPI in bailout situations was associated with a higher incidence of non-CABG-related bleeding compared with no GPI (odds ratio [OR] 2.96, 95% confidence interval [CI] 1.32-6.64; p = 0.03). However, routine GPI use compared with no GPI was not associated with a significant increase in bleeding (OR 1.78, 95% CI 0.88-3.61; p = 0.92). Conclusion Use of GPIs in addition to ticagrelor in STEMI patients was not associated with an improvement in 30-day ischemic outcome. A significant increase in 30-day non-CABG-related PLATO major bleeding was seen in patients who received GPIs in a bailout situation.

Place, publisher, year, edition, pages
GEORG THIEME VERLAG KG, 2020
Keywords
glycoprotein IIb; IIIa inhibitors; primary percutaneous coronary intervention; STEMI; ticagrelor; bailout; tirofiban; eptifibatide; abciximab
National Category
Cardiology and Cardiovascular Disease
Identifiers
urn:nbn:se:liu:diva-163470 (URN)10.1055/s-0039-1700546 (DOI)000507306200010 ()31752042 (PubMedID)
Available from: 2020-02-17 Created: 2020-02-17 Last updated: 2025-02-10
Sandstedt, M., Henriksson, L., Janzon, M., Nyberg, G., Engvall, J., de Geer, J., . . . Persson, A. (2020). Evaluation of an AI-based, automatic coronary artery calcium scoring software. European Radiology, 30(3), 1671-1678
Open this publication in new window or tab >>Evaluation of an AI-based, automatic coronary artery calcium scoring software
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2020 (English)In: European Radiology, ISSN 0938-7994, E-ISSN 1432-1084, Vol. 30, no 3, p. 1671-1678Article in journal (Refereed) Published
Abstract [en]

Objectives

To evaluate an artificial intelligence (AI)–based, automatic coronary artery calcium (CAC) scoring software, using a semi-automatic software as a reference.

Methods

This observational study included 315 consecutive, non-contrast-enhanced calcium scoring computed tomography (CSCT) scans. A semi-automatic and an automatic software obtained the Agatston score (AS), the volume score (VS), the mass score (MS), and the number of calcified coronary lesions. Semi-automatic and automatic analysis time were registered, including a manual double-check of the automatic results. Statistical analyses were Spearman’s rank correlation coefficient (⍴), intra-class correlation (ICC), Bland Altman plots, weighted kappa analysis (κ), and Wilcoxon signed-rank test.

Results

The correlation and agreement for the AS, VS, and MS were  = 0.935, 0.932, 0.934 (p < 0.001), and ICC = 0.996, 0.996, 0.991, respectively (p < 0.001). The correlation and agreement for the number of calcified lesions were  = 0.903 and ICC = 0.977 (p < 0.001), respectively. The Bland Altman mean difference and 1.96 SD upper and lower limits of agreements for the AS, VS, and MS were − 8.2 (− 115.1 to 98.2), − 7.4 (− 93.9 to 79.1), and − 3.8 (− 33.6 to 25.9), respectively. Agreement in risk category assignment was 89.5% and κ = 0.919 (p < 0.001). The median time for the semi-automatic and automatic method was 59 s (IQR 35–100) and 36 s (IQR 29–49), respectively (p < 0.001).

Conclusions

There was an excellent correlation and agreement between the automatic software and the semi-automatic software for three CAC scores and the number of calcified lesions. Risk category classification was accurate but showing an overestimation bias tendency. Also, the automatic method was less time-demanding.

Key Points

• Coronary artery calcium (CAC) scoring is an excellent candidate for artificial intelligence (AI) development in a clinical setting.

• An AI-based, automatic software obtained CAC scores with excellent correlation and agreement compared with a conventional method but was less time-consuming.

Place, publisher, year, edition, pages
Springer, 2020
Keywords
Artificial intelligence; Software; Coronary artery disease; Multidetector computed tomography
National Category
Radiology, Nuclear Medicine and Medical Imaging
Identifiers
urn:nbn:se:liu:diva-164650 (URN)10.1007/s00330-019-06489-x (DOI)000517458800042 ()31728692 (PubMedID)2-s2.0-85075234934 (Scopus ID)
Available from: 2020-03-29 Created: 2020-03-29 Last updated: 2024-11-08Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-9375-5087

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