Analysis of Coronary CT Angiography to Identify Patients With Significant Coronary Artery Stenosis

2016-06-06 15:53:21 | BioPortfolio


We propose to develop a computational framework involving a novel automatic image segmentation algorithm based on CTA images, an artery model reconstruction algorithm for stenosis detection, and quantification of severity of stenosis in terms of area stenosis.


Coronary heart disease (CHD) is a common [affecting about 6% in the general adult population] cardiac disorder where a portion of the coronary artery is blocked. Among populations aged more than 65 years, the prevalence increases to 19.8%.[1] The incidence of CHD in Singapore and other major countries is comparable. The prognosis of CHD is poor. CHD causes 1.2 million heart attacks and nearly 19% of deaths in US.[2] In Singapore, cardiovascular disease (CVD) accounted for 30.4% of all deaths in 2011, among these, 19% are due to CHD.[3] In future, CVD deaths will increase up to 24.2 million globally in 2030. Among these, CHD deaths will change from 13.1% in 2010 to 14.9% in 2030 of all males; and from 13.6% to 13.1% of all females. The direct costs of CHD are estimated at over $87 billion and indirect cost at $70 billion in US.[2] Unless current trends are halted or reversed, over a million people will die from CHD in US annually. Globally, the majority of CHD deaths will be in developing countries and many of the lives will be lost in middle age.

Invasive coronary angiography (ICA), is the gold standard method to delineate anatomical coronary stenosis. Fractional flow reserve (FFR) measurement with pressure wire is the gold standard for assessment of the physiological importance of an anatomical stenosis. Non-invasive computed tomography angiography (CTA), is a diagnostic alternative to invasive coronary angiography from single and multi-centre trials. [4-8]

CTA enables visualization of coronary vessels in two-dimensional (2D) or three-dimensional (3D) formats. Current available imaging techniques on CTA are limited in their abilities in assessing physiological stenosis. First, the commonly used percent diameter stenosis to describe the extent of coronary artery stenosis is only a modest descriptor of coronary stenosis because it does not incorporate other lesion characteristics (e.g. length, shape and eccentricity) or the effect of stenosis in series that may greatly affect the blood flow. From our preliminary study, we found that diameter stenosis weakly correlated with golden standard FFR from invasive catheterization (r = 0.30). Second, percent diameter stenosis assessment is usually given per specific coronary artery lesion, the lesions being manually identified by the expert reader. There is no method to comprehensively assess the entire coronary tree in an automated fashion without the need for manual input. We propose the development of an Automatic CTA analyzer to identify significant coronary stenosis in coronary arteries that will provide rapid triage for patients suspected of CHD. This analyzer can also facilitate disease surveillance and monitoring of therapeutic efficacy.

The proposed integrated solution is expected to achieve earlier and higher accuracy in detecting severity of coronary stenosis. From 2004 to 2007 alone, the number of annual CTA procedures in the US is around 4.7 million. In National Heart Centre Singapore, we performed more than 1000 CTA per year.

Diameter stenosis from CTA cannot determine the hemodynamic significance of the coronary artery disease. For example, even if significant stenosis (>50%) is identified at CTA, fewer than 50% of the lesions actually cause ischemia. Furthermore, as many as 20% of patients with severe stenoses (i.e., >70%) on CTA turn out not to have ischemia confirmed by ICA and FFR. As a result, these patients risk of being referred for ICA when they do not need it.

Study Design

Observational Model: Case-Only, Time Perspective: Prospective


Coronary Heart Disease


Fractional Flow Reserve (FFR) Measurement


National Heart Centre Singapore




National Heart Centre Singapore

Results (where available)

View Results


Published on BioPortfolio: 2016-06-06T15:53:21-0400

Clinical Trials [6057 Associated Clinical Trials listed on BioPortfolio]

Regadenoson to Achieve Maximal Hyperemia for Fractional Flow Reserve in the Catheterization Lab

The purpose of this study is to determine if regadenoson is as safe and effective as adenosine when used in the cardiac catheterization lab during measurement of coronary flow reserve and ...

Physiological Patterns of Coronary Artery Disease

Registry of patients undergoing invasive fractional flow reserve measurement using a motorized device.

The Computed Tomography-derived Fractional Flow Reserve STAT Trial

This study is designed to directly compare Standard Care and CT fractional flow reserve (CT-FFR) for diagnosis of chest pain patients with definite coronary artery disease (CAD) on heart c...

The Effects of Trans Venous Cardiac Pain on Coronary Microvascular Function and Hemodynamics

To study the role of transvenous pacing on the coronary microcirculation. This will be accomplished by gathering data from invasive Fractional Flow Reserve (FFR) and Coronary Flow Reserve ...

Comparison of Devices Evaluating Fractional Flow Reserve in Coronary Arteries

The aim of the study is to compare different devices available to measure fractional flow reserve (FFR) in coronary arteries.

PubMed Articles [25770 Associated PubMed Articles listed on BioPortfolio]

Outcomes of fractional flow reserve-guided percutaneous coronary interventions in patients with acute coronary syndrome.

Fractional flow reserve (FFR) assessment has been validated as an effective tool to guide revascularization of stable coronary artery disease. The role of utilizing FFR in acute coronary syndrome (ACS...

Computed Tomographic Angiography-Based Fractional Flow Reserve Compared With Catheter-Based Dobutamine-Stress Diastolic Fractional Flow Reserve in Symptomatic Patients With a Myocardial Bridge and No Obstructive Coronary Artery Disease.

Optimal Cutoff Value of Fractional Flow Reserve Derived From Coronary Computed Tomography Angiography for Predicting Hemodynamically Significant Coronary Artery Disease.

The optimal cutoff value of fractional flow reserve (FFR) derived from coronary computed tomography angiography (FFR) remains unclear.

Coronary microvascular dysfunction in stable ischaemic heart disease (NOCAD and OCAD).

Diffuse and focal epicardial coronary disease and coronary microvascular abnormalities may exist side-by-side. Identifying the contributions of each of these three players in the coronary circulation ...

Clinical and angiographic factors predicting fractional flow reserve and explaining the visual-functional mismatch in patients with intermediate coronary artery stenosis.

Visual-functional mismatch between coronary angiography and fractional flow reserve (FFR) has been reported, and the underlying reason remains poorly understood. Therefore, the relationship between an...

Medical and Biotech [MESH] Definitions

The ratio of maximum blood flow to the MYOCARDIUM with CORONARY STENOSIS present, to the maximum equivalent blood flow without stenosis. The measurement is commonly used to verify borderline stenosis of CORONARY ARTERIES.

A disorder of cardiac function caused by insufficient blood flow to the muscle tissue of the heart. The decreased blood flow may be due to narrowing of the coronary arteries (CORONARY ARTERY DISEASE), to obstruction by a thrombus (CORONARY THROMBOSIS), or less commonly, to diffuse narrowing of arterioles and other small vessels within the heart. Severe interruption of the blood supply to the myocardial tissue may result in necrosis of cardiac muscle (MYOCARDIAL INFARCTION).

An imbalance between myocardial functional requirements and the capacity of the CORONARY VESSELS to supply sufficient blood flow. It is a form of MYOCARDIAL ISCHEMIA (insufficient blood supply to the heart muscle) caused by a decreased capacity of the coronary vessels.

Coronary artery bypass surgery on a beating HEART without a CARDIOPULMONARY BYPASS (diverting the flow of blood from the heart and lungs through an oxygenator).

Complete blockage of blood flow through one of the CORONARY ARTERIES, usually from CORONARY ATHEROSCLEROSIS.

More From BioPortfolio on "Analysis of Coronary CT Angiography to Identify Patients With Significant Coronary Artery Stenosis"

Quick Search

Relevant Topics

Cardiovascular disease (CVD)
Acute Coronary Syndromes (ACS) Blood Cardiovascular Dialysis Hypertension Stent Stroke Vascular Cardiovascular disease (CVD) includes all the diseases of the heart and circulation including coronary heart disease (angina...

Cardiology is a specialty of internal medicine.  Cardiac electrophysiology : Study of the electrical properties and conduction diseases of the heart. Echocardiography : The use of ultrasound to study the mechanical function/physics of the h...

Searches Linking to this Trial