International Consortium for Multimodality Phenotyping in Adults with Non-compaction
International Consortium for Multimodality Phenotyping in Adults with Non-compaction
批准号:
10674511
负责人:
Koen Nieman
金额:
$71.26万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
未结题
起止时间:
2020-07-16 至 2025-06-30
关键词:
3-DimensionalAdultAdverse eventAnticoagulationArchitectureArrhythmiaArtificial IntelligenceAwarenessBehaviorBenignCardiacCardiomyopathiesCessation of lifeClinicClinicalComplexComputersDNA Sequence AlterationDataData AnalysesDedicationsDefibrillatorsDetectionDiagnosisDiagnostic ImagingDiagnostic ProcedureDiseaseEchocardiographyEventFamily memberFoundationsFractalsGeneticGoalsGuidelinesHealthHeart failureHistologicImageImage AnalysisImaging TechniquesIndividualInternationalInterventionJointsKnowledgeLeadLeft ventricular non-compactionLifeMachine LearningMagnetic Resonance ImagingMeasuresMissionModelingMultimodal ImagingMutationMyocardialMyocardial tissueMyocardiumNatureNon-compaction cardiomyopathyOrganismOutcomePathologicPatient CarePatientsPatternPennsylvaniaPerformancePhenotypePhysiologicalPopulationPredictive ValuePreventive carePreventive measurePreventive therapyPublic HealthResearchResolutionRiskRisk FactorsStrokeStructureSudden DeathTechniquesUnited States National Institutes of HealthUniversitiesVentricular Arrhythmiaaccurate diagnosisadjudicationadverse event riskanalytical methodclinically relevantcohortdeep learningdensitydetection methoddiagnostic criteriadisabilityembolic strokegenetic pedigreeheart imaginghigh riskimplantationimprovedimproved outcomeinnovationmachine learning modelmultimodalitynoveloutcome predictionpatient subsetspredictive modelingpreventive interventionprognostic valueprospectiveradiomicsresearch clinical testingrisk predictionrisk prediction modelrisk stratificationsudden cardiac deaththrombogenesisyoung adult
中文摘要
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英文摘要
Summary
Non-compaction cardiomyopathy (NCCM) is a heterogeneous, poorly understood disorder characterized by a
prominent inner layer of loose myocardial tissue. Patients with NCCM are at increased risk of heart failure, stroke,
severe rhythm irregularities and death. Current imaging techniques cannot differentiate pathological from benign
hypertrabeculation. In addition, current echo/MRI-based criteria of NCCM lead to over-diagnosis of NCCM,
provide no prognostic value, and lead to implantation of defibrillators (ICD) and the use of anticoagulation without
a positive benefit in many otherwise healthy individuals with non-compacted myocardium. For a growing
population diagnosed with NCCM there is an urgent need for better risk stratification to appropriately allocate (or
safely withhold) these impactful preventive measures. Our international consortium combines expertise in
myocardial disease, cardiac imaging and advanced computer analytics from 5 centers dedicated to the care of
patients with cardiomyopathies, and has the ultimate goal to improve care of patients with non-compaction
cardiomyopathy. We hypothesize that comprehensive analysis of clinical, genetic, structural and functional
information will improve risk stratification. In addition, we hypothesize that detailed structural analysis will allow
for differentiation of pathological and benign patterns of non-compaction. In a large cohort of adult patients with
suspected NCCM we will perform in-depth phenotyping, including clinical information, pedigree data, genetics,
echocardiography and MRI, and follow patients for up to 3 years. We will apply machine-learning based analytics
to develop predictive models and compare their performance to currently used models and treatment criteria.
Secondly, in a subset of patients we will perform high-resolution cardiac CT for detailed structural
characterization of the myocardial wall. Novel analytical methods will be developed to characterize the 3D
architectural complexity based on pathophysiological hypothesis, but also using hypothesis-free analyses of raw
images using deep learning techniques. In addition, we will investigate associations between myocardial
structure and regional contractile function, as assessed by echo and MRI. The aim of this proposal is to identify
a structural signature associated with pathological non-compaction and improve developed risk prediction
models. This international consortium dedicated to NCCM will be the first to collect genetic and multi-modality
imaging data. Discovery of pathological structural signatures through innovative imaging techniques, in relation
to myocardial contractility, will advance our understanding of NCCM. There is an urgent clinical need for
diagnostic techniques that detect pathological non-compaction and identify patients at risk of devastating
complications. This study is clinically relevant because the developed predictive models may permit more
effective, personalized preventive care in a growing number of individuals diagnosed with non-compaction
cardiomyopathy.
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DOI:
10.1016/j.jcmg.2021.07.021
发表时间:
2022-01
期刊:
JACC. Cardiovascular imaging
影响因子:
--
作者:
[Nous FMA, Geisler T, Kruk MBP, Alkadhi H, Kitagawa K, Vliegenthart R, Hell MM, Hausleiter J, Nguyen PK, Budde RPJ, Nikolaou K, Kepka C, Manka R, Sakuma H, Malik SB, Coenen A, Zijlstra F, Klotz E, van der Harst P, Artzner C, Dedic A, Pugliese F, Bamberg F, Nieman K]
通讯作者:
Nieman K
DOI:
10.1007/s11936-023-00979-4
发表时间:
2023
期刊:
CURRENT TREATMENT OPTIONS IN CARDIOVASCULAR MEDICINE
影响因子:
--
作者:
[Brooksbank, Jeremy A, Faulkenberg, Kathleen D, Tang, W H Wilson, Martyn, Trejeeve]
通讯作者:
Martyn, Trejeeve
DOI:
10.1161/jaha.120.019209
发表时间:
2021-04-20
期刊:
Journal of the American Heart Association
影响因子:
5.4
作者:
[Ramchand J, Podugu P, Obuchowski N, Harb SC, Chetrit M, Milinovich A, Griffin B, Burrell LM, Wilson Tang WH, Kwon DH, Flamm SD]
通讯作者:
Flamm SD
DOI:
10.1007/s11897-022-00569-8
发表时间:
2022-10
期刊:
Current heart failure reports
影响因子:
--
作者:
[]
通讯作者:
Colocalization of Coronary Plaque with Wall Shear Stress in Myocardial Bridge Patients.
心肌桥患者冠状动脉斑块与壁剪切应力的共定位。
DOI:
10.1007/s13239-022-00616-4
发表时间:
2022
期刊:
Cardiovascular engineering and technology
影响因子:
1.8
作者:
[Khan,MuhammadOwais, Nishi,Takeshi, Imura,Shinji, Seo,Jongmin, Wang,Hanjay, Honda,Yasuhiro, Nieman,Koen, Rogers,IanS, Tremmel,JenniferA, Boyd,Jack, Schnittger,Ingela, Marsden,Alison]
通讯作者:
Marsden,Alison
共 15 条
International Consortium for Multimodality Phenotyping in Adults with Non-compaction
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批准号:10218265
-
项目类别:
-
资助金额:$73.33万
-
财政年份:2020
-
负责人:Koen Nieman
-
依托单位:
International Consortium for Multimodality Phenotyping in Adults with Non-compaction
-
批准号:10452602
-
项目类别:
-
资助金额:$72.35万
-
财政年份:2020
-
负责人:Koen Nieman
-
依托单位:
International Consortium for Multimodality Phenotyping in Adults with Non-compaction
-
批准号:9977674
-
项目类别:
-
资助金额:$80.58万
-
财政年份:2020
-
负责人:Koen Nieman
-
依托单位:
Comprehensive CT Guided Coronary Artery Bypass Graft Surgery
-
批准号:10333312
-
项目类别:
-
资助金额:$72.5万
-
财政年份:2019
-
负责人:Koen Nieman
-
依托单位:
Comprehensive CT Guided Coronary Artery Bypass Graft Surgery
-
批准号:10599842
-
项目类别:
-
资助金额:$56.73万
-
财政年份:2019
-
负责人:Koen Nieman
-
依托单位:
Comprehensive CT Guided Coronary Artery Bypass Graft Surgery
-
批准号:10093121
-
项目类别:
-
资助金额:$71.86万
-
财政年份:2019
-
负责人:Koen Nieman
-
依托单位:
Multi-Disciplinary Training Program in Cardiovascular Imaging at Stanford
-
批准号:10441519
-
项目类别:
-
资助金额:$21.54万
-
财政年份:2008
-
负责人:Koen Nieman
-
依托单位:
Multi-Disciplinary Training Program in Cardiovascular Imaging at Stanford
-
批准号:10686299
-
项目类别:
-
资助金额:$32.79万
-
财政年份:2008
-
负责人:Koen Nieman
-
依托单位:
Multi-Disciplinary Training Program in Cardiovascular Imaging at Stanford
-
批准号:10641349
-
项目类别:
-
资助金额:$16.21万
-
财政年份:2008
-
负责人:Koen Nieman
-
依托单位:
Multi-Disciplinary Training Program in Cardiovascular Imaging at Stanford
-
批准号:10244883
-
项目类别:
-
资助金额:$30.55万
-
财政年份:2008
-
负责人:Koen Nieman
-
依托单位:
海外基金