Loading…

Comparison of multilayer and single-layer coronary plaque models on stress/strain calculations based on optical coherence tomography images

Mechanical stress and strain conditions are closely related to atherosclerotic plaque progression and rupture and have been under intensive investigations in recent years. It is well known that arteries have a three-layer structure: intima, media and adventitia. However, in vivo image-based multilay...

Full description

Saved in:
Bibliographic Details
Published in:Frontiers in physiology 2023-08, Vol.14, p.1251401-1251401
Main Authors: Huang, Mengde, Maehara, Akiko, Tang, Dalin, Zhu, Jian, Wang, Liang, Lv, Rui, Zhu, Yanwen, Zhang, Xiaoguo, Matsumura, Mitsuaki, Chen, Lijuan, Ma, Genshan, Mintz, Gary S.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c446t-17ee5bcff6bc6a10e6ddfd8cd36a2e9c3ba3eb4e82f5cdd5c47443511cb4a33c3
cites cdi_FETCH-LOGICAL-c446t-17ee5bcff6bc6a10e6ddfd8cd36a2e9c3ba3eb4e82f5cdd5c47443511cb4a33c3
container_end_page 1251401
container_issue
container_start_page 1251401
container_title Frontiers in physiology
container_volume 14
creator Huang, Mengde
Maehara, Akiko
Tang, Dalin
Zhu, Jian
Wang, Liang
Lv, Rui
Zhu, Yanwen
Zhang, Xiaoguo
Matsumura, Mitsuaki
Chen, Lijuan
Ma, Genshan
Mintz, Gary S.
description Mechanical stress and strain conditions are closely related to atherosclerotic plaque progression and rupture and have been under intensive investigations in recent years. It is well known that arteries have a three-layer structure: intima, media and adventitia. However, in vivo image-based multilayer plaque models are not available in the current literature due to lack of multilayer image segmentation data. A multilayer segmentation and repairing technique was introduced to segment coronary plaque optical coherence tomography (OCT) image to obtain its three-layer vessel structure. A total of 200 OCT slices from 20 patients (13 male; 7 female) were used to construct multilayer and single-layer 3D thin-slice models to calculate plaque stress and strain and compare model differences. Our results indicated that the average maximum plaque stress values of 20 patients from multilayer and single-layer models were 385.13 ± 110.09 kPa and 270.91 ± 95.86 kPa, respectively. The relative difference was 42.2%, with single-layer stress serving as the base value. The average mean plaque stress values from multilayer and single-layer models were 129.59 ± 32.77 kPa and 93.27 ± 18.20 kPa, respectively, with a relative difference of 38.9%. The maximum and mean plaque strain values obtained from the multilayer models were 11.6% and 19.0% higher than those from the single-layer models. Similarly, the maximum and mean cap strains showed increases of 9.6% and 12.9% over those from the single-layer models. These findings suggest that use of multilayer models could improve plaque stress and strain calculation accuracy and may have large impact on plaque progression and vulnerability investigation and potential clinical applications. Further large-scale studies are needed to validate our findings.
doi_str_mv 10.3389/fphys.2023.1251401
format article
fullrecord <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_92ef094bdc2b4741ae2ebe0c0ee4d6f6</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_92ef094bdc2b4741ae2ebe0c0ee4d6f6</doaj_id><sourcerecordid>2856319451</sourcerecordid><originalsourceid>FETCH-LOGICAL-c446t-17ee5bcff6bc6a10e6ddfd8cd36a2e9c3ba3eb4e82f5cdd5c47443511cb4a33c3</originalsourceid><addsrcrecordid>eNpVks-KFDEQxhtRcFn3BTzl6KVn86-z0yeRQd2FBS8K3kIlqfRkSSdt0iPMM_jSZnYGcXOpUPXVr4ri67r3jG6E2I63ftkf64ZTLjaMD0xS9qq7YkrJnkr-8_V__7fdTa1PtD1JOaXsqvuzy_MCJdScSPZkPsQ1RDhiIZAcqSFNEftzwuaSE5QjWSL8OiCZs8NYSWusa8Fab1uAkIiFaA8R1pBTJQYqupMmL2tolUbZY8Fkkax5zlOBtjwJM0xY33VvPMSKN5d43f348vn77r5__Pb1YffpsbdSqrVnd4iDsd4rYxUwiso577bWCQUcRysMCDQSt9wP1rnByjspxcCYNRKEsOK6ezhzXYYnvZQ2vRx1hqCfE7lMGkrbNqIeOXo6SuMsNw3DADkapJYiSqe8aqyPZ9ZyMDM6i6kdIb6AvqyksNdT_q0ZlZIOYmyEDxdCye2sddVzqBZjhIT5UDXfDkqwUQ6sSflZakuutaD_N4dRfbKCfraCPllBX6wg_gIPi6-J</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2856319451</pqid></control><display><type>article</type><title>Comparison of multilayer and single-layer coronary plaque models on stress/strain calculations based on optical coherence tomography images</title><source>Open Access: PubMed Central</source><creator>Huang, Mengde ; Maehara, Akiko ; Tang, Dalin ; Zhu, Jian ; Wang, Liang ; Lv, Rui ; Zhu, Yanwen ; Zhang, Xiaoguo ; Matsumura, Mitsuaki ; Chen, Lijuan ; Ma, Genshan ; Mintz, Gary S.</creator><creatorcontrib>Huang, Mengde ; Maehara, Akiko ; Tang, Dalin ; Zhu, Jian ; Wang, Liang ; Lv, Rui ; Zhu, Yanwen ; Zhang, Xiaoguo ; Matsumura, Mitsuaki ; Chen, Lijuan ; Ma, Genshan ; Mintz, Gary S.</creatorcontrib><description>Mechanical stress and strain conditions are closely related to atherosclerotic plaque progression and rupture and have been under intensive investigations in recent years. It is well known that arteries have a three-layer structure: intima, media and adventitia. However, in vivo image-based multilayer plaque models are not available in the current literature due to lack of multilayer image segmentation data. A multilayer segmentation and repairing technique was introduced to segment coronary plaque optical coherence tomography (OCT) image to obtain its three-layer vessel structure. A total of 200 OCT slices from 20 patients (13 male; 7 female) were used to construct multilayer and single-layer 3D thin-slice models to calculate plaque stress and strain and compare model differences. Our results indicated that the average maximum plaque stress values of 20 patients from multilayer and single-layer models were 385.13 ± 110.09 kPa and 270.91 ± 95.86 kPa, respectively. The relative difference was 42.2%, with single-layer stress serving as the base value. The average mean plaque stress values from multilayer and single-layer models were 129.59 ± 32.77 kPa and 93.27 ± 18.20 kPa, respectively, with a relative difference of 38.9%. The maximum and mean plaque strain values obtained from the multilayer models were 11.6% and 19.0% higher than those from the single-layer models. Similarly, the maximum and mean cap strains showed increases of 9.6% and 12.9% over those from the single-layer models. These findings suggest that use of multilayer models could improve plaque stress and strain calculation accuracy and may have large impact on plaque progression and vulnerability investigation and potential clinical applications. Further large-scale studies are needed to validate our findings.</description><identifier>ISSN: 1664-042X</identifier><identifier>EISSN: 1664-042X</identifier><identifier>DOI: 10.3389/fphys.2023.1251401</identifier><language>eng</language><publisher>Frontiers Media S.A</publisher><subject>coronary plaque ; imagebased plaque models ; multilayer artery model ; Physiology ; plaque stress ; vulnerable plaque</subject><ispartof>Frontiers in physiology, 2023-08, Vol.14, p.1251401-1251401</ispartof><rights>Copyright © 2023 Huang, Maehara, Tang, Zhu, Wang, Lv, Zhu, Zhang, Matsumura, Chen, Ma and Mintz. 2023 Huang, Maehara, Tang, Zhu, Wang, Lv, Zhu, Zhang, Matsumura, Chen, Ma and Mintz</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c446t-17ee5bcff6bc6a10e6ddfd8cd36a2e9c3ba3eb4e82f5cdd5c47443511cb4a33c3</citedby><cites>FETCH-LOGICAL-c446t-17ee5bcff6bc6a10e6ddfd8cd36a2e9c3ba3eb4e82f5cdd5c47443511cb4a33c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10440539/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10440539/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids></links><search><creatorcontrib>Huang, Mengde</creatorcontrib><creatorcontrib>Maehara, Akiko</creatorcontrib><creatorcontrib>Tang, Dalin</creatorcontrib><creatorcontrib>Zhu, Jian</creatorcontrib><creatorcontrib>Wang, Liang</creatorcontrib><creatorcontrib>Lv, Rui</creatorcontrib><creatorcontrib>Zhu, Yanwen</creatorcontrib><creatorcontrib>Zhang, Xiaoguo</creatorcontrib><creatorcontrib>Matsumura, Mitsuaki</creatorcontrib><creatorcontrib>Chen, Lijuan</creatorcontrib><creatorcontrib>Ma, Genshan</creatorcontrib><creatorcontrib>Mintz, Gary S.</creatorcontrib><title>Comparison of multilayer and single-layer coronary plaque models on stress/strain calculations based on optical coherence tomography images</title><title>Frontiers in physiology</title><description>Mechanical stress and strain conditions are closely related to atherosclerotic plaque progression and rupture and have been under intensive investigations in recent years. It is well known that arteries have a three-layer structure: intima, media and adventitia. However, in vivo image-based multilayer plaque models are not available in the current literature due to lack of multilayer image segmentation data. A multilayer segmentation and repairing technique was introduced to segment coronary plaque optical coherence tomography (OCT) image to obtain its three-layer vessel structure. A total of 200 OCT slices from 20 patients (13 male; 7 female) were used to construct multilayer and single-layer 3D thin-slice models to calculate plaque stress and strain and compare model differences. Our results indicated that the average maximum plaque stress values of 20 patients from multilayer and single-layer models were 385.13 ± 110.09 kPa and 270.91 ± 95.86 kPa, respectively. The relative difference was 42.2%, with single-layer stress serving as the base value. The average mean plaque stress values from multilayer and single-layer models were 129.59 ± 32.77 kPa and 93.27 ± 18.20 kPa, respectively, with a relative difference of 38.9%. The maximum and mean plaque strain values obtained from the multilayer models were 11.6% and 19.0% higher than those from the single-layer models. Similarly, the maximum and mean cap strains showed increases of 9.6% and 12.9% over those from the single-layer models. These findings suggest that use of multilayer models could improve plaque stress and strain calculation accuracy and may have large impact on plaque progression and vulnerability investigation and potential clinical applications. Further large-scale studies are needed to validate our findings.</description><subject>coronary plaque</subject><subject>imagebased plaque models</subject><subject>multilayer artery model</subject><subject>Physiology</subject><subject>plaque stress</subject><subject>vulnerable plaque</subject><issn>1664-042X</issn><issn>1664-042X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVks-KFDEQxhtRcFn3BTzl6KVn86-z0yeRQd2FBS8K3kIlqfRkSSdt0iPMM_jSZnYGcXOpUPXVr4ri67r3jG6E2I63ftkf64ZTLjaMD0xS9qq7YkrJnkr-8_V__7fdTa1PtD1JOaXsqvuzy_MCJdScSPZkPsQ1RDhiIZAcqSFNEftzwuaSE5QjWSL8OiCZs8NYSWusa8Fab1uAkIiFaA8R1pBTJQYqupMmL2tolUbZY8Fkkax5zlOBtjwJM0xY33VvPMSKN5d43f348vn77r5__Pb1YffpsbdSqrVnd4iDsd4rYxUwiso577bWCQUcRysMCDQSt9wP1rnByjspxcCYNRKEsOK6ezhzXYYnvZQ2vRx1hqCfE7lMGkrbNqIeOXo6SuMsNw3DADkapJYiSqe8aqyPZ9ZyMDM6i6kdIb6AvqyksNdT_q0ZlZIOYmyEDxdCye2sddVzqBZjhIT5UDXfDkqwUQ6sSflZakuutaD_N4dRfbKCfraCPllBX6wg_gIPi6-J</recordid><startdate>20230807</startdate><enddate>20230807</enddate><creator>Huang, Mengde</creator><creator>Maehara, Akiko</creator><creator>Tang, Dalin</creator><creator>Zhu, Jian</creator><creator>Wang, Liang</creator><creator>Lv, Rui</creator><creator>Zhu, Yanwen</creator><creator>Zhang, Xiaoguo</creator><creator>Matsumura, Mitsuaki</creator><creator>Chen, Lijuan</creator><creator>Ma, Genshan</creator><creator>Mintz, Gary S.</creator><general>Frontiers Media S.A</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20230807</creationdate><title>Comparison of multilayer and single-layer coronary plaque models on stress/strain calculations based on optical coherence tomography images</title><author>Huang, Mengde ; Maehara, Akiko ; Tang, Dalin ; Zhu, Jian ; Wang, Liang ; Lv, Rui ; Zhu, Yanwen ; Zhang, Xiaoguo ; Matsumura, Mitsuaki ; Chen, Lijuan ; Ma, Genshan ; Mintz, Gary S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c446t-17ee5bcff6bc6a10e6ddfd8cd36a2e9c3ba3eb4e82f5cdd5c47443511cb4a33c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>coronary plaque</topic><topic>imagebased plaque models</topic><topic>multilayer artery model</topic><topic>Physiology</topic><topic>plaque stress</topic><topic>vulnerable plaque</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Huang, Mengde</creatorcontrib><creatorcontrib>Maehara, Akiko</creatorcontrib><creatorcontrib>Tang, Dalin</creatorcontrib><creatorcontrib>Zhu, Jian</creatorcontrib><creatorcontrib>Wang, Liang</creatorcontrib><creatorcontrib>Lv, Rui</creatorcontrib><creatorcontrib>Zhu, Yanwen</creatorcontrib><creatorcontrib>Zhang, Xiaoguo</creatorcontrib><creatorcontrib>Matsumura, Mitsuaki</creatorcontrib><creatorcontrib>Chen, Lijuan</creatorcontrib><creatorcontrib>Ma, Genshan</creatorcontrib><creatorcontrib>Mintz, Gary S.</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>Frontiers in physiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Huang, Mengde</au><au>Maehara, Akiko</au><au>Tang, Dalin</au><au>Zhu, Jian</au><au>Wang, Liang</au><au>Lv, Rui</au><au>Zhu, Yanwen</au><au>Zhang, Xiaoguo</au><au>Matsumura, Mitsuaki</au><au>Chen, Lijuan</au><au>Ma, Genshan</au><au>Mintz, Gary S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparison of multilayer and single-layer coronary plaque models on stress/strain calculations based on optical coherence tomography images</atitle><jtitle>Frontiers in physiology</jtitle><date>2023-08-07</date><risdate>2023</risdate><volume>14</volume><spage>1251401</spage><epage>1251401</epage><pages>1251401-1251401</pages><issn>1664-042X</issn><eissn>1664-042X</eissn><abstract>Mechanical stress and strain conditions are closely related to atherosclerotic plaque progression and rupture and have been under intensive investigations in recent years. It is well known that arteries have a three-layer structure: intima, media and adventitia. However, in vivo image-based multilayer plaque models are not available in the current literature due to lack of multilayer image segmentation data. A multilayer segmentation and repairing technique was introduced to segment coronary plaque optical coherence tomography (OCT) image to obtain its three-layer vessel structure. A total of 200 OCT slices from 20 patients (13 male; 7 female) were used to construct multilayer and single-layer 3D thin-slice models to calculate plaque stress and strain and compare model differences. Our results indicated that the average maximum plaque stress values of 20 patients from multilayer and single-layer models were 385.13 ± 110.09 kPa and 270.91 ± 95.86 kPa, respectively. The relative difference was 42.2%, with single-layer stress serving as the base value. The average mean plaque stress values from multilayer and single-layer models were 129.59 ± 32.77 kPa and 93.27 ± 18.20 kPa, respectively, with a relative difference of 38.9%. The maximum and mean plaque strain values obtained from the multilayer models were 11.6% and 19.0% higher than those from the single-layer models. Similarly, the maximum and mean cap strains showed increases of 9.6% and 12.9% over those from the single-layer models. These findings suggest that use of multilayer models could improve plaque stress and strain calculation accuracy and may have large impact on plaque progression and vulnerability investigation and potential clinical applications. Further large-scale studies are needed to validate our findings.</abstract><pub>Frontiers Media S.A</pub><doi>10.3389/fphys.2023.1251401</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1664-042X
ispartof Frontiers in physiology, 2023-08, Vol.14, p.1251401-1251401
issn 1664-042X
1664-042X
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_92ef094bdc2b4741ae2ebe0c0ee4d6f6
source Open Access: PubMed Central
subjects coronary plaque
imagebased plaque models
multilayer artery model
Physiology
plaque stress
vulnerable plaque
title Comparison of multilayer and single-layer coronary plaque models on stress/strain calculations based on optical coherence tomography images
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-07T18%3A15%3A33IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Comparison%20of%20multilayer%20and%20single-layer%20coronary%20plaque%20models%20on%20stress/strain%20calculations%20based%20on%20optical%20coherence%20tomography%20images&rft.jtitle=Frontiers%20in%20physiology&rft.au=Huang,%20Mengde&rft.date=2023-08-07&rft.volume=14&rft.spage=1251401&rft.epage=1251401&rft.pages=1251401-1251401&rft.issn=1664-042X&rft.eissn=1664-042X&rft_id=info:doi/10.3389/fphys.2023.1251401&rft_dat=%3Cproquest_doaj_%3E2856319451%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c446t-17ee5bcff6bc6a10e6ddfd8cd36a2e9c3ba3eb4e82f5cdd5c47443511cb4a33c3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2856319451&rft_id=info:pmid/&rfr_iscdi=true