Morphological and Stress Vulnerability Indices for Human Coronary Plaques and Their Correlations with Cap Thickness and Lipid Percent: An IVUS-Based Fluid-Structure Interaction Multi-patient Study.

Plaque vulnerability, defined as the likelihood that a plaque would rupture, is difficult to quantify due to lack of in vivo plaque rupture data. Morphological and stress-based plaque vulnerability indices were introduced as alternatives to obtain quantitative vulnerability assessment. Correlations...

Full description

Bibliographic Details
Main Authors: Liang Wang, Jie Zheng, Akiko Maehara, Chun Yang, Kristen L Billiar, Zheyang Wu, Richard Bach, David Muccigrosso, Gary S Mintz, Dalin Tang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-12-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC4674138?pdf=render
id doaj-03e952b62c9a464e857e6cf55a3ac41c
record_format Article
spelling doaj-03e952b62c9a464e857e6cf55a3ac41c2020-11-25T01:13:35ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582015-12-011112e100465210.1371/journal.pcbi.1004652Morphological and Stress Vulnerability Indices for Human Coronary Plaques and Their Correlations with Cap Thickness and Lipid Percent: An IVUS-Based Fluid-Structure Interaction Multi-patient Study.Liang WangJie ZhengAkiko MaeharaChun YangKristen L BilliarZheyang WuRichard BachDavid MuccigrossoGary S MintzDalin TangPlaque vulnerability, defined as the likelihood that a plaque would rupture, is difficult to quantify due to lack of in vivo plaque rupture data. Morphological and stress-based plaque vulnerability indices were introduced as alternatives to obtain quantitative vulnerability assessment. Correlations between these indices and key plaque features were investigated. In vivo intravascular ultrasound (IVUS) data were acquired from 14 patients and IVUS-based 3D fluid-structure interaction (FSI) coronary plaque models with cyclic bending were constructed to obtain plaque wall stress/strain and flow shear stress for analysis. For the 617 slices from the 14 patients, lipid percentage, min cap thickness, critical plaque wall stress (CPWS), strain (CPWSn) and flow shear stress (CFSS) were recorded, and cap index, lipid index and morphological index were assigned to each slice using methods consistent with American Heart Association (AHA) plaque classification schemes. A stress index was introduced based on CPWS. Linear Mixed-Effects (LME) models were used to analyze the correlations between the mechanical and morphological indices and key morphological factors associated with plaque rupture. Our results indicated that for all 617 slices, CPWS correlated with min cap thickness, cap index, morphological index with r = -0.6414, 0.7852, and 0.7411 respectively (p<0.0001). The correlation between CPWS and lipid percentage, lipid index were weaker (r = 0.2445, r = 0.2338, p<0.0001). Stress index correlated with cap index, lipid index, morphological index positively with r = 0.8185, 0.3067, and 0.7715, respectively, all with p<0.0001. For all 617 slices, the stress index has 66.77% agreement with morphological index. Morphological and stress indices may serve as quantitative plaque vulnerability assessment supported by their strong correlations with morphological features associated with plaque rupture. Differences between the two indices may lead to better plaque assessment schemes when both indices were jointly used with further validations from clinical studies.http://europepmc.org/articles/PMC4674138?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Liang Wang
Jie Zheng
Akiko Maehara
Chun Yang
Kristen L Billiar
Zheyang Wu
Richard Bach
David Muccigrosso
Gary S Mintz
Dalin Tang
spellingShingle Liang Wang
Jie Zheng
Akiko Maehara
Chun Yang
Kristen L Billiar
Zheyang Wu
Richard Bach
David Muccigrosso
Gary S Mintz
Dalin Tang
Morphological and Stress Vulnerability Indices for Human Coronary Plaques and Their Correlations with Cap Thickness and Lipid Percent: An IVUS-Based Fluid-Structure Interaction Multi-patient Study.
PLoS Computational Biology
author_facet Liang Wang
Jie Zheng
Akiko Maehara
Chun Yang
Kristen L Billiar
Zheyang Wu
Richard Bach
David Muccigrosso
Gary S Mintz
Dalin Tang
author_sort Liang Wang
title Morphological and Stress Vulnerability Indices for Human Coronary Plaques and Their Correlations with Cap Thickness and Lipid Percent: An IVUS-Based Fluid-Structure Interaction Multi-patient Study.
title_short Morphological and Stress Vulnerability Indices for Human Coronary Plaques and Their Correlations with Cap Thickness and Lipid Percent: An IVUS-Based Fluid-Structure Interaction Multi-patient Study.
title_full Morphological and Stress Vulnerability Indices for Human Coronary Plaques and Their Correlations with Cap Thickness and Lipid Percent: An IVUS-Based Fluid-Structure Interaction Multi-patient Study.
title_fullStr Morphological and Stress Vulnerability Indices for Human Coronary Plaques and Their Correlations with Cap Thickness and Lipid Percent: An IVUS-Based Fluid-Structure Interaction Multi-patient Study.
title_full_unstemmed Morphological and Stress Vulnerability Indices for Human Coronary Plaques and Their Correlations with Cap Thickness and Lipid Percent: An IVUS-Based Fluid-Structure Interaction Multi-patient Study.
title_sort morphological and stress vulnerability indices for human coronary plaques and their correlations with cap thickness and lipid percent: an ivus-based fluid-structure interaction multi-patient study.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2015-12-01
description Plaque vulnerability, defined as the likelihood that a plaque would rupture, is difficult to quantify due to lack of in vivo plaque rupture data. Morphological and stress-based plaque vulnerability indices were introduced as alternatives to obtain quantitative vulnerability assessment. Correlations between these indices and key plaque features were investigated. In vivo intravascular ultrasound (IVUS) data were acquired from 14 patients and IVUS-based 3D fluid-structure interaction (FSI) coronary plaque models with cyclic bending were constructed to obtain plaque wall stress/strain and flow shear stress for analysis. For the 617 slices from the 14 patients, lipid percentage, min cap thickness, critical plaque wall stress (CPWS), strain (CPWSn) and flow shear stress (CFSS) were recorded, and cap index, lipid index and morphological index were assigned to each slice using methods consistent with American Heart Association (AHA) plaque classification schemes. A stress index was introduced based on CPWS. Linear Mixed-Effects (LME) models were used to analyze the correlations between the mechanical and morphological indices and key morphological factors associated with plaque rupture. Our results indicated that for all 617 slices, CPWS correlated with min cap thickness, cap index, morphological index with r = -0.6414, 0.7852, and 0.7411 respectively (p<0.0001). The correlation between CPWS and lipid percentage, lipid index were weaker (r = 0.2445, r = 0.2338, p<0.0001). Stress index correlated with cap index, lipid index, morphological index positively with r = 0.8185, 0.3067, and 0.7715, respectively, all with p<0.0001. For all 617 slices, the stress index has 66.77% agreement with morphological index. Morphological and stress indices may serve as quantitative plaque vulnerability assessment supported by their strong correlations with morphological features associated with plaque rupture. Differences between the two indices may lead to better plaque assessment schemes when both indices were jointly used with further validations from clinical studies.
url http://europepmc.org/articles/PMC4674138?pdf=render
work_keys_str_mv AT liangwang morphologicalandstressvulnerabilityindicesforhumancoronaryplaquesandtheircorrelationswithcapthicknessandlipidpercentanivusbasedfluidstructureinteractionmultipatientstudy
AT jiezheng morphologicalandstressvulnerabilityindicesforhumancoronaryplaquesandtheircorrelationswithcapthicknessandlipidpercentanivusbasedfluidstructureinteractionmultipatientstudy
AT akikomaehara morphologicalandstressvulnerabilityindicesforhumancoronaryplaquesandtheircorrelationswithcapthicknessandlipidpercentanivusbasedfluidstructureinteractionmultipatientstudy
AT chunyang morphologicalandstressvulnerabilityindicesforhumancoronaryplaquesandtheircorrelationswithcapthicknessandlipidpercentanivusbasedfluidstructureinteractionmultipatientstudy
AT kristenlbilliar morphologicalandstressvulnerabilityindicesforhumancoronaryplaquesandtheircorrelationswithcapthicknessandlipidpercentanivusbasedfluidstructureinteractionmultipatientstudy
AT zheyangwu morphologicalandstressvulnerabilityindicesforhumancoronaryplaquesandtheircorrelationswithcapthicknessandlipidpercentanivusbasedfluidstructureinteractionmultipatientstudy
AT richardbach morphologicalandstressvulnerabilityindicesforhumancoronaryplaquesandtheircorrelationswithcapthicknessandlipidpercentanivusbasedfluidstructureinteractionmultipatientstudy
AT davidmuccigrosso morphologicalandstressvulnerabilityindicesforhumancoronaryplaquesandtheircorrelationswithcapthicknessandlipidpercentanivusbasedfluidstructureinteractionmultipatientstudy
AT garysmintz morphologicalandstressvulnerabilityindicesforhumancoronaryplaquesandtheircorrelationswithcapthicknessandlipidpercentanivusbasedfluidstructureinteractionmultipatientstudy
AT dalintang morphologicalandstressvulnerabilityindicesforhumancoronaryplaquesandtheircorrelationswithcapthicknessandlipidpercentanivusbasedfluidstructureinteractionmultipatientstudy
_version_ 1725161398530473984