{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T16:34:50Z","timestamp":1784133290856,"version":"3.55.0"},"reference-count":42,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T00:00:00Z","timestamp":1776211200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Endocrinol."],"abstract":"<jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To assess multimodal ultrasound technology in the biomechanical assessment of carotid intima-media thickness (cIMT) in patients with type 2 diabetes mellitus (T2DM), specifically focusing on those with increased cIMT but without atherosclerotic plaques or significant stenosis.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>In this exploratory cross-sectional study, 65 T2DM patients (thickened vs. normal cIMT) and 27 controls were examined using color Doppler ultrasound flow imaging (CDFI), ultrasound vector flow imaging (V-Flow), and ultra-fast pulse wave velocity (UF-PWV). Measurements included peak systolic velocity (PSV), end-diastolic velocity (EDV), pulsatility index (PI), resistance index (RI), wall shear stress (WSS), pulse wave velocity at the beginning of systole (PWV-BS), and pulse wave velocity at the end of systole (PWV-ES). Differences across groups and independent factors associated with cIMT were analyzed via correlation and multivariable linear regression.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      The T2DM group exhibited higher HbA1c levels than the control group (\n                      <jats:italic>P<\/jats:italic>\n                      \u00a0&amp;lt;\u00a00.001). The T2DM with thickened cIMT group exhibited significantly lower EDV (\n                      <jats:italic>P<\/jats:italic>\n                      =\u00a00.005) and higher Body Mass Index (BMI) (\n                      <jats:italic>P<\/jats:italic>\n                      =\u00a00.006) than the control group. Furthermore, the same group showed significantly lower mean WSS (WSSmean) than the control and T2DM with normal cIMT groups (\n                      <jats:italic>P<\/jats:italic>\n                      \u00a0&amp;lt;\u00a00.05). The T2DM with thickened and normal cIMT groups showed significantly higher PWV-ES than the control group (\n                      <jats:italic>P<\/jats:italic>\n                      &amp;lt;\u00a00.05). A positive correlation was observed between cIMT and BMI (\n                      <jats:italic>\u03c1<\/jats:italic>\n                      \u00a0=\u00a00.392,\n                      <jats:italic>P<\/jats:italic>\n                      \u00a0&amp;lt;\u00a00.001), HbA1c (\n                      <jats:italic>\u03c1<\/jats:italic>\n                      \u00a0=\u00a00.425,\n                      <jats:italic>P<\/jats:italic>\n                      \u00a0&amp;lt;\u00a00.001), and PWV-ES (\n                      <jats:italic>\u03c1<\/jats:italic>\n                      \u00a0=\u00a00.506,\n                      <jats:italic>P<\/jats:italic>\n                      \u00a0&amp;lt;\u00a00.001). Both WSSmean (\n                      <jats:italic>\u03c1<\/jats:italic>\n                      = \u22120.365,\n                      <jats:italic>P &amp;lt;<\/jats:italic>\n                      0.001) and EDV (\n                      <jats:italic>\u03c1<\/jats:italic>\n                      = \u22120.209,\n                      <jats:italic>P<\/jats:italic>\n                      \u00a0&amp;lt;\u00a00.05) were negatively correlated with cIMT. After adjustment for clinical covariates, BMI, WSSmean, and PWV-ES were identified as independent factors associated with cIMT in the overall cohort. In the T2DM group, PWV-ES (\n                      <jats:italic>B<\/jats:italic>\n                      \u00a0=\u00a00.034,\n                      <jats:italic>P<\/jats:italic>\n                      \u00a0=\u00a00.004) and WSSmean (\n                      <jats:italic>B<\/jats:italic>\n                      = \u22120.060,\n                      <jats:italic>P<\/jats:italic>\n                      \u00a0=\u00a00.039) remained independently associated with cIMT.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Preliminary findings suggest V-Flow and UF-PWV imaging may detect biomechanical alterations in T2DM patients. While these techniques may offer insights into subclinical vascular remodeling prior to plaque formation, this cross-sectional study should be cautiously interpreted as hypothesis-generating.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fendo.2026.1758096","type":"journal-article","created":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T04:45:24Z","timestamp":1776228324000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Application of multimodal ultrasound in the biomechanical evaluation of carotid intima-media thickness in type 2 diabetes mellitus: a focus on subclinical vascular changes"],"prefix":"10.3389","volume":"17","author":[{"given":"Xuhong","family":"Nan","sequence":"first","affiliation":[{"name":"School of Medicine and Life Sciences, Chengdu University of Traditional Chinese Medicine","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Linmei","family":"Tang","sequence":"additional","affiliation":[{"name":"Department of Ultrasound Medicine, Hospital of Chengdu University of Traditional Chinese Medicine","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xue","family":"Fang","sequence":"additional","affiliation":[{"name":"Department of Ultrasound Medicine, The First People\u2019s Hospital of Longquanyi District","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinlei","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Medicine and Life Sciences, Chengdu University of Traditional Chinese Medicine","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yu","family":"Kang","sequence":"additional","affiliation":[{"name":"Department of Ultrasound Medicine, Hospital of Chengdu University of Traditional Chinese Medicine","place":["Chengdu, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,4,15]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","DOI":"10.1159\/000343145","article-title":"Mannheim carotid intima-media thickness and plaque consensus (2004-2006-2011). An update on behalf of the advisory board of the 3rd, 4th and 5th watching the risk symposia, at the 13th, 15th and 20th European Stroke Conferences, Mannheim, Germany, 2004, Brussels, Belgium, 2006, and Hamburg, Germany, 2011","volume":"34","author":"Touboul","year":"2012","journal-title":"Cerebrovasc Dis"},{"key":"B2","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/ehw106","article-title":"2016 European guidelines on cardiovascular disease prevention in clinical practice: The sixth joint task force of the European Society of Cardiology and other societies on cardiovascular disease prevention in clinical practice (constituted by representatives of 10 societies and by invited experts) developed with the special contribution of the European Association for Cardiovascular Prevention & Rehabilitation (EACPR)","volume":"37","author":"Piepoli","year":"2016","journal-title":"Eur Heart J"},{"key":"B3","doi-asserted-by":"publisher","DOI":"10.1016\/s2214-109x(20)30117-0","article-title":"Global and regional prevalence, burden, and risk factors for carotid atherosclerosis: a systematic review, meta-analysis, and modelling study","volume":"8","author":"Song","year":"2020","journal-title":"Lancet Glob Health"},{"key":"B4","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1016\/j.jvs.2005.09.030","article-title":"Decreased wall shear stress in the common carotid artery of patients with peripheral arterial disease or abdominal aortic aneurysm: relation to blood rheology, vascular risk factors, and intima-media thickness","volume":"43","author":"Spring","year":"2006","journal-title":"J Vasc Surg"},{"key":"B5","doi-asserted-by":"publisher","DOI":"10.3389\/fcvm.2023.1083547","article-title":"Wall shear stress and its role in atherosclerosis","volume":"10","author":"Zhou","year":"2023","journal-title":"Front Cardiovasc Med"},{"key":"B6","doi-asserted-by":"publisher","DOI":"10.1161\/01.str.32.2.454","article-title":"Association between arterial stiffness and atherosclerosis: the Rotterdam Study","volume":"32","author":"van Popele","year":"2001","journal-title":"Stroke"},{"key":"B7","doi-asserted-by":"publisher","DOI":"10.1097\/cm9.0000000000003156","article-title":"Reference values of carotid intima-media thickness and arterial stiffness in Chinese adults based on ultrasound radio frequency signal: A nationwide, multicenter study","volume":"137","author":"Xing","year":"2024","journal-title":"Chin Med J (Engl)"},{"key":"B8","doi-asserted-by":"publisher","first-page":"314","DOI":"10.1186\/s12933-024-02393-x","article-title":"Pentoxifylline ameliorates subclinical atherosclerosis progression in patients with type 2 diabetes and chronic kidney disease: a randomized pilot trial","volume":"23","author":"Donate-Correa","year":"2024","journal-title":"Cardiovasc Diabetol"},{"key":"B9","doi-asserted-by":"publisher","first-page":"16","DOI":"10.2174\/1570161116666180206112635","article-title":"Genetic variations and subclinical markers of carotid atherosclerosis in patients with type 2 diabetes mellitus","volume":"17","author":"Ramu\u0161","year":"2019","journal-title":"Curr Vasc Pharmacol"},{"key":"B10","doi-asserted-by":"publisher","first-page":"315","DOI":"10.19538\/j.nk2021080106","article-title":"Guideline for the prevention and treatment of type 2 diabetes mellitus in China (2020 edition)","volume":"13","year":"2021","journal-title":"Chin J Diabetes Mellitus"},{"key":"B11","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1177\/1358863x06070516","article-title":"Guidelines for noninvasive vascular laboratory testing: a report from the American Society of Echocardiography and the Society for Vascular Medicine and Biology","volume":"11","author":"Gerhard-Herman","year":"2006","journal-title":"Vasc Med"},{"key":"B12","article-title":"Distribution characteristics of carotid arterial wall shear stress and its relationship with cardiocerebrovascular diseases in patients with type 2 diabetes mellitus","volume":"37","author":"Zhaohuan","year":"2021","journal-title":"Chin J Ultrasound Med"},{"key":"B13","doi-asserted-by":"publisher","first-page":"1364","DOI":"10.3390\/ijms26031364","article-title":"Atherosclerosis: A comprehensive review of molecular factors and mechanisms","volume":"26","author":"Tasouli-Drakou","year":"2025","journal-title":"Int J Mol Sci"},{"key":"B14","doi-asserted-by":"publisher","DOI":"10.1161\/ATVBAHA.122.318110","article-title":"EVA1A (Eva-1 Homolog A) promotes endothelial apoptosis and inflammatory activation under disturbed flow via regulation of autophagy","volume":"43","author":"Canham","year":"2023","journal-title":"Arterioscler Thromb Vasc Biol"},{"key":"B15","doi-asserted-by":"publisher","DOI":"10.16300\/j.cnki.1000-3630.2022.04.010","article-title":"Study on influencing factors of wall shear stress of carotid bulbby ultrasound vector flow imaging(V Flow) technique","volume":"41","author":"Min","year":"2022","journal-title":"Tech Acoustics"},{"key":"B16","doi-asserted-by":"publisher","DOI":"10.1161\/STROKEAHA.114.005202","article-title":"Atherosclerotic plaque in the left carotid artery is more vulnerable than at the contralateral side","volume":"34","author":"Selwaness","year":"2013","journal-title":"Eur Heart J"},{"key":"B17","doi-asserted-by":"publisher","DOI":"10.1016\/j.arr.2021.101255","article-title":"Elastic fibers during aging and disease","volume":"66","author":"Heinz","year":"2021","journal-title":"Ageing Res Rev"},{"key":"B18","doi-asserted-by":"publisher","first-page":"763","DOI":"10.1093\/eurheartj\/ehx095","article-title":"2017 ESC guidelines on the diagnosis and treatment of peripheral arterial diseases, in collaboration with the European Society for Vascular Surgery (ESVS): Document covering atherosclerotic disease of extracranial carotid and vertebral, mesenteric, renal, upper and lower extremity arteries endorsed by: the European Stroke Organization (ESO) the Task Force for the Diagnosis and Treatment of Peripheral Arterial Diseases of the European Society of Cardiology (ESC) and of the European Society for Vascular Surgery (ESVS)","volume":"39","author":"Aboyans","year":"2018","journal-title":"Eur Heart J"},{"key":"B19","doi-asserted-by":"publisher","DOI":"10.1111\/ene.13017","article-title":"Carotid plaque echogenicity predicts cerebrovascular symptoms: a systematic review and meta-analysis","volume":"23","author":"Jashari","year":"2016","journal-title":"Eur J Neurol"},{"key":"B20","doi-asserted-by":"publisher","DOI":"10.1159\/000366234","article-title":"Intima-media thickness of carotid arteries","volume":"36","author":"Touboul","year":"2015","journal-title":"Front Neurol Neurosci"},{"key":"B21","doi-asserted-by":"publisher","DOI":"10.1001\/jama.282.21.2035","article-title":"Hemodynamic shear stress and its role in atherosclerosis","volume":"282","author":"Malek","year":"1999","journal-title":"Jama"},{"key":"B22","doi-asserted-by":"publisher","DOI":"10.1007\/s10554-016-1055-1","article-title":"High wall shear stress and high-risk plaque: an emerging concept","volume":"33","author":"Eshtehardi","year":"2017","journal-title":"Int J Cardiovasc Imaging"},{"key":"B23","doi-asserted-by":"publisher","DOI":"10.1016\/j.atherosclerosis.2016.05.018","article-title":"High shear stress relates to intraplaque haemorrhage in asymptomatic carotid plaques","volume":"251","author":"Tuenter","year":"2016","journal-title":"Atherosclerosis"},{"key":"B24","doi-asserted-by":"publisher","first-page":"942","DOI":"10.1038\/labinvest.3700215","article-title":"Erratum: The role of shear stress in the pathogenesis of atherosclerosis","volume":"85","author":"Cunningham","year":"2005","journal-title":"Lab Invest"},{"key":"B25","doi-asserted-by":"publisher","DOI":"10.1016\/j.atherosclerosis.2003.10.013","article-title":"Interrelationship between non-invasive measurements of atherosclerosis: flow-mediated dilation of brachial artery, carotid intima-media thickness and pulse wave velocity","volume":"173","author":"Kobayashi","year":"2004","journal-title":"Atherosclerosis"},{"key":"B26","doi-asserted-by":"publisher","DOI":"10.1139\/o57-080","article-title":"The reason for the shape of the distensibility curves of arteries","volume":"35","author":"Roach","year":"1957","journal-title":"Can J Biochem Physiol"},{"key":"B27","doi-asserted-by":"publisher","DOI":"10.1093\/eurheartj\/ehl254","article-title":"Expert consensus document on arterial stiffness: methodological issues and clinical applications","volume":"27","author":"Laurent","year":"2006","journal-title":"Eur Heart J"},{"key":"B28","doi-asserted-by":"publisher","first-page":"597","DOI":"10.1161\/circulationaha.106.621854","article-title":"Advanced glycation end products: sparking the development of diabetic vascular injury","volume":"114","author":"Goldin","year":"2006","journal-title":"Circulation"},{"key":"B29","doi-asserted-by":"publisher","DOI":"10.1161\/01.res.76.3.468","article-title":"Arterial wall mechanics in conscious dogs. Assessment of viscous, inertial, and elastic moduli to characterize aortic wall behavior","volume":"76","author":"Armentano","year":"1995","journal-title":"Circ Res"},{"key":"B30","doi-asserted-by":"publisher","DOI":"10.1016\/j.colsurfb.2018.12.025","article-title":"Type I collagen peptides and nitric oxide releasing electrospun silk fibroin scaffold: A multifunctional approach for the treatment of ischemic chronic wounds","volume":"175","author":"Ramadass","year":"2019","journal-title":"Colloid Surface B"},{"key":"B31","doi-asserted-by":"publisher","first-page":"65","DOI":"10.7888\/juoeh.40.65","article-title":"Type 2 diabetes and vascular endothelial dysfunction","volume":"40","author":"Torimoto","year":"2018","journal-title":"J UOEH"},{"key":"B32","doi-asserted-by":"publisher","DOI":"10.3969\/j.issn.1007-5410.2024.05.001","article-title":"Interpretation to the update key points of 2024 Chinese guidelines for the management of hypertension","volume":"29","author":"Zengwu","year":"2024","journal-title":"Chin J Cardiovasc Med"},{"key":"B33","doi-asserted-by":"publisher","DOI":"10.3389\/fcvm.2022.935185","article-title":"Relationship between lifestyle and metabolic factors and carotid atherosclerosis: A survey of 47,063 fatty and non-fatty liver patients in China","volume":"9","author":"Zhang","year":"2022","journal-title":"Front Cardiovasc Med"},{"key":"B34","doi-asserted-by":"publisher","DOI":"10.1097\/MCO.0b013e32830460c2","article-title":"Inflammation and metabolic disorders","volume":"11","author":"Navab","year":"2008","journal-title":"Curr Opin Clin Nutr"},{"key":"B35","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1172\/JCI92035","article-title":"Inflammatory mechanisms linking obesity and metabolic disease","volume":"127","author":"Saltiel","year":"2017","journal-title":"J Clin Invest"},{"key":"B36","doi-asserted-by":"publisher","DOI":"10.1038\/s41574-019-0176-8","article-title":"Obesity: global epidemiology and pathogenesis","volume":"15","author":"Bl\u00fcher","year":"2019","journal-title":"Nat Rev Endocrinol"},{"key":"B37","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1093\/eurheartj\/ehu076","article-title":"ESC guidelines on diabetes, pre-diabetes, and cardiovascular diseases developed in collaboration with the EASD","volume":"35","author":"Ryden","year":"2014","journal-title":"Eur Heart J"},{"key":"B38","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMc1600827","article-title":"Empagliflozin, cardiovascular outcomes, and mortality in type 2 diabetes","volume":"373","author":"Zinman","year":"2015","journal-title":"New Engl J Med"},{"key":"B39","doi-asserted-by":"publisher","DOI":"10.20996\/1819-6446-2020-04-08","article-title":"Drug correction of vascular remodeling in patients with hypertension: Results of 52-week prospective study ARTERIA-AG","volume":"16","author":"Fedorishina","year":"2020","journal-title":"Ration Pharmacother"},{"key":"B40","doi-asserted-by":"publisher","first-page":"923","DOI":"10.1016\/j.eprac.2022.08.002","article-title":"American association of clinical endocrinology clinical practice guideline: developing a diabetes mellitus comprehensive care plan-2022 update","volume":"28","author":"Blonde","year":"2022","journal-title":"Endocr Pract"},{"key":"B41","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtcvs.2016.07.044","article-title":"2016 ACC\/AHA guideline focused update on duration of dual antiplatelet therapy in patients with coronary artery disease: A report of the American College of Cardiology\/American Heart Association Task Force on Clinical Practice Guidelines","volume":"68","author":"Levine","year":"2016","journal-title":"J Am Coll Cardiol"},{"key":"B42","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1186\/s12933-019-0817-1","article-title":"Comparative effects of lipid lowering, hypoglycemic, antihypertensive and antiplatelet medications on carotid artery intima-media thickness progression: a network meta-analysis","volume":"18","author":"Huang","year":"2019","journal-title":"Cardiovasc Diabetol"}],"container-title":["Frontiers in Endocrinology"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fendo.2026.1758096\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T04:45:38Z","timestamp":1776228338000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fendo.2026.1758096\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,15]]},"references-count":42,"alternative-id":["10.3389\/fendo.2026.1758096"],"URL":"https:\/\/doi.org\/10.3389\/fendo.2026.1758096","relation":{},"ISSN":["1664-2392"],"issn-type":[{"value":"1664-2392","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4,15]]},"article-number":"1758096"}}