Abstract
Previous studies demonstrated that men were more likely to have plaque rupture and are at greater risk for myocardial infarction and stroke than women. We evaluated differences in carotid plaque characteristics by MRI between men and women with mild-moderate atherosclerosis and elevated ApoB levels. One hundred eighty-two subjects (104 men and 78 women) with CAD or carotid stenosis (≥ 15% by ultrasound), ApoB ≥ 120 mg/dL and carotid MRI scan were included. Percent wall volume (%WV) was calculated as (wall volume/total vessel volume) × 100%. Three major plaque compositions, fibrous tissue (FT), calcification (CA) and lipid rich necrotic core (LRNC), were identified and quantified using published MRI criteria. Adventitial and plaque neovascularization as fractional plasma volume (Vp) and permeability as transfer constant (Ktrans) were analyzed using kinetic modeling. These characteristics were compared between men and women. Men, compared to women, were younger (54 ± 8 vs. 58 ± 8 years, p = 0.01), had higher rate of previous MI (46 vs. 26%, p = 0.005) but lower proportions of metabolic syndrome (37 vs. 59%, p = 0.003). After adjusting for between-gender differences, men were significantly more likely to have LRNC (OR 2.22, 95% CI 1.04–4.89, p = 0.04) and showed significantly larger %LRNC than women (diff = 4.3%, 95% CI 1.6–6.9%, p = 0.002), while %WV, FT, and CA were similar between men and women. There were no statistically significant differences in adventitial and plaque Vp or Ktrans. Men were significantly more likely to have LRNC and had larger LRNC than women. However, men and women showed relatively similar levels of adventitial and plaque neovascularization and permeability.
Trial registration: NCT00715273 at ClinicalTrials.gov. Registered 15 July 2008, retrospectively registered.
Similar content being viewed by others
Abbreviations
- ASCVD:
-
Atherosclerotic cardiovascular disease
- MI:
-
Myocardial infarction
- MRI:
-
Magnetic resonance imaging
- DCE-MRI:
-
Dynamic contrast-enhanced MRI
- %WV:
-
Percent wall volume
- FT:
-
Fibrous tissue
- CA:
-
Calcification
- LRNC:
-
Lipid rich necrotic core
- V p :
-
Fractional plasma volume
- K trans :
-
Transfer constant
- OCT:
-
Optical coherence tomography
References
Mozaffarian D, Benjamin EJ, Go AS, Arnett DK, Blaha MJ, Cushman M, Das SR, de Ferranti S, Despres JP, Fullerton HJ, Howard VJ, Huffman MD, Isasi CR, Jimenez MC, Judd SE, Kissela BM, Lichtman JH, Lisabeth LD, Liu S, Mackey RH, Magid DJ, McGuire DK, Mohler ER III, Moy CS, Muntner P, Mussolino ME, Nasir K, Neumar RW, Nichol G, Palaniappan L, Pandey DK, Reeves MJ, Rodriguez CJ, Rosamond W, Sorlie PD, Stein J, Towfighi A, Turan TN, Virani SS, Woo D, Yeh RW, Turner MB (2016) Heart disease and stroke statistics-2016 update: a report from the American Heart Association. Circulation 133:e38–e360
Benjamin EJ, Virani SS, Callaway CW, Chamberlain AM, Chang AR, Cheng S, Chiuve SE, Cushman M, Delling FN, Deo R, de Ferranti SD, Ferguson JF, Fornage M, Gillespie C, Isasi CR, Jimenez MC, Jordan LC, Judd SE, Lackland D, Lichtman JH, Lisabeth L, Liu S, Longenecker CT, Lutsey PL, Mackey JS, Matchar DB, Matsushita K, Mussolino ME, Nasir K, O’Flaherty M, Palaniappan LP, Pandey A, Pandey DK, Reeves MJ, Ritchey MD, Rodriguez CJ, Roth GA, Rosamond WD, Sampson UKA, Satou GM, Shah SH, Spartano NL, Tirschwell DL, Tsao CW, Voeks JH, Willey JZ, Wilkins JT, Wu JH, Alger HM, Wong SS, Muntner P (2018) Heart disease and stroke statistics-2018 update: a report from the American Heart Association. Circulation 137:e67–e492
Mann JM, Davies MJ (1996) Vulnerable plaque. Relation of characteristics to degree of stenosis in human coronary arteries. Circulation 94:928–931
Libby P, Ridker PM, Maseri A (2002) Inflammation and atherosclerosis. Circulation 105:1135–1143
Ross R (1999) Atherosclerosis—an inflammatory disease. N Engl J Med 340:115–126
Takaya N, Yuan C, Chu B, Saam T, Underhill H, Cai J, Tran N, Polissar NL, Isaac C, Ferguson MS, Garden GA, Cramer SC, Maravilla KR, Hashimoto B, Hatsukami TS (2006) Association between carotid plaque characteristics and subsequent ischemic cerebrovascular events: a prospective assessment with MRI–initial results. Stroke 37:818–823
Mono ML, Karameshev A, Slotboom J, Remonda L, Galimanis A, Jung S, Findling O, De Marchis GM, Luedi R, Kiefer C, Stuker C, Mattle HP, Schroth G, Arnold M, Nedeltchev K, El-Koussy M (2012) Plaque characteristics of asymptomatic carotid stenosis and risk of stroke. Cerebrovasc Dis (Basel, Switzerland) 34:343–350
Hosseini AA, Kandiyil N, Macsweeney ST, Altaf N, Auer DP (2013) Carotid plaque hemorrhage on magnetic resonance imaging strongly predicts recurrent ischemia and stroke. Ann Neurol 73:774–784
Gupta A, Baradaran H, Schweitzer AD, Kamel H, Pandya A, Delgado D, Dunning A, Mushlin AI, Sanelli PC (2013) Carotid plaque MRI and stroke risk: a systematic review and meta-analysis. Stroke 44:3071–3077
Hellings WE, Peeters W, Moll FL, Piers SR, van Setten J, Van der Spek PJ, de Vries JP, Seldenrijk KA, De Bruin PC, Vink A, Velema E, de Kleijn DP, Pasterkamp G (2010) Composition of carotid atherosclerotic plaque is associated with cardiovascular outcome: a prognostic study. Circulation 121:1941–1950
Sun J, Zhao XQ, Balu N, Neradilek MB, Isquith DA, Yamada K, Canton G, Crouse JR 3rd, Anderson TJ, Huston J 3rd, O’Brien K, Hippe DS, Polissar NL, Yuan C, Hatsukami TS (2017) Carotid plaque lipid content and fibrous cap status predict systemic CV outcomes: the MRI substudy in AIM-HIGH. JACC Cardiovasc Imaging 10:241–249
Sun J, Song Y, Chen H, Kerwin WS, Hippe DS, Dong L, Chen M, Zhou C, Hatsukami TS, Yuan C (2013) Adventitial perfusion and intraplaque hemorrhage: a dynamic contrast-enhanced MRI study in the carotid artery. Stroke 44:1031–1036
Sun J, Underhill HR, Hippe DS, Xue Y, Yuan C, Hatsukami TS (2012) Sustained acceleration in carotid atherosclerotic plaque progression with intraplaque hemorrhage: a long-term time course study. JACC Cardiovasc Imaging 5:798–804
Simpson RJ, Akwei S, Hosseini AA, MacSweeney ST, Auer DP, Altaf N (2015) MR imaging-detected carotid plaque hemorrhage is stable for 2 years and a marker for stenosis progression. AJNR Am J Neuroradiol 36:1171–1175
Underhill HR, Yuan C, Yarnykh VL, Chu B, Oikawa M, Dong L, Polissar NL, Garden GA, Cramer SC, Hatsukami TS (2010) Predictors of surface disruption with MR imaging in asymptomatic carotid artery stenosis. AJNR Am J Neuroradiol 31:487–493
Altaf N, Goode SD, Beech A, Gladman JR, Morgan PS, MacSweeney ST, Auer DP (2011) Plaque hemorrhage is a marker of thromboembolic activity in patients with symptomatic carotid disease. Radiology 258:538–545
van Dijk AC, Truijman MT, Hussain B, Zadi T, Saiedie G, de Rotte AA, Liem MI, van der Steen AF, Daemen MJ, Koudstaal PJ, Nederkoorn PJ, Hendrikse J, Kooi ME, van der Lugt A (2015) Intraplaque hemorrhage and the plaque surface in carotid atherosclerosis: the plaque at RISK study (PARISK). AJNR Am J Neuroradiol 36:2127–2133
Saam T, Hetterich H, Hoffmann V, Yuan C, Dichgans M, Poppert H, Koeppel T, Hoffmann U, Reiser MF, Bamberg F (2013) Meta-analysis and systematic review of the predictive value of carotid plaque hemorrhage on cerebrovascular events by magnetic resonance imaging. J Am Coll Cardiol 62:1081–1091
Wang J, Chen H, Sun J, Hippe DS, Zhang H, Yu S, Cai J, Xie L, Cui B, Yuan C, Zhao X, Yuan W, Liu H (2017) Dynamic contrast-enhanced MR imaging of carotid vasa vasorum in relation to coronary and cerebrovascular events. Atherosclerosis 263:420–426
Albreksten G (2016) Lifelong gender gap in risk of incident myocardial infarction. The Tromso study. JAMA 176(11):1673–1679
Appelors P (2009) Sex differences in stroke epidemiology: a systematic review. Stroke 40(4):1082–1090
Otsuka F, Kramer MC, Woudstra P, Yahagi K, Ladich E, Finn AV, de Winter RJ, Kolodgie FD, Wight TN, Davis HR, Joner M, Virmani R (2015) Natural progression of atherosclerosis from pathologic intimal thickening to late fibroatheroma in human coronary arteries: a pathology study. Atherosclerosis 241:772–782
Dai J, Xing L, Jia H, Zhu Y, Zhang S, Hu S, Lin L, Ma L, Liu H, Xu M, Ren X, Yu H, Li L, Zou Y, Zhang S, Mintz GS, Hou J, Yu B (2018) In vivo predictors of plaque erosion in patients with ST-segment elevation myocardial infarction: a clinical, angiographical, and intravascular optical coherence tomography study. Eur Heart J 39:2077–2085
Lansky AJ, Ng VG, Maehara A, Weisz G, Lerman A, Mintz GS, De Bruyne B, Farhat N, Niess G, Jankovic I, Lazar D, Xu K, Fahy M, Serruys PW, Stone GW (2012) Gender and the extent of coronary atherosclerosis, plaque composition, and clinical outcomes in acute coronary syndromes. JACC Cardiovasc Imaging 5:S62–S72
Ong DS, Lee JS, Soeda T, Higuma T, Minami Y, Wang Z, Lee H, Yokoyama H, Yokota T, Okumura K, Jang IK (2016) Coronary calcification and plaque vulnerability: an optical coherence tomographic study. Circ Cardiovasc Imaging 9:e003929
Ota H, Reeves MJ, Zhu DC, Majid A, Collar A, Yuan C, DeMarco JK (2010) Sex differences in patients with asymptomatic carotid atherosclerotic plaque: in vivo 3.0-T magnetic resonance study. Stroke 41:1630–1635
Zhao XQ, Phan BA, Chu B, Bray F, Moore AB, Polissar NL, Dodge JT Jr, Lee CD, Hatsukami TS, Yuan C (2007) Testing the hypothesis of atherosclerotic plaque lipid depletion during lipid therapy by magnetic resonance imaging: study design of carotid plaque composition study. Am Heart J 154:239–246
Zhao XQ, Dong L, Hatsukami T, Phan BA, Chu B, Moore A, Lane T, Neradilek MB, Polissar N, Monick D, Lee C, Underhill H, Yuan C (2011) MR imaging of carotid plaque composition during lipid-lowering therapy a prospective assessment of effect and time course. JACC Cardiovasc Imaging 4:977–986
Sun J, Zhao XQ, Balu N, Hippe DS, Hatsukami TS, Isquith DA, Yamada K, Neradilek MB, Canton G, Xue Y, Fleg JL, Desvigne-Nickens P, Klimas MT, Padley RJ, Vassileva MT, Wyman BT, Yuan C (2015) Carotid magnetic resonance imaging for monitoring atherosclerotic plaque progression: a multicenter reproducibility study. Int J Cardiovasc Imaging 31:95–103
Jahnke C, Dietrich T, Paetsch I, Koehler U, Preetz K, Schnackenburg B, Fleck E, Graf K, Nagel E (2007) Experimental evaluation of the detectability of submillimeter atherosclerotic lesions in ex vivo human iliac arteries with ultrahigh-field (7.0 T) magnetic resonance imaging. Int J Cardiovasc Imaging 23:519–527
Saam T, Cai JM, Cai YQ, An NY, Kampschulte A, Xu D, Kerwin WS, Takaya N, Polissar NL, Hatsukami TS, Yuan C (2005) Carotid plaque composition differs between ethno-racial groups: an MRI pilot study comparing mainland Chinese and American Caucasian patients. Arterioscler Thromb Vasc Biol 25:611–616
Kerwin W, Hooker A, Spilker M, Vicini P, Ferguson M, Hatsukami T, Yuan C (2003) Quantitative magnetic resonance imaging analysis of neovasculature volume in carotid atherosclerotic plaque. Circulation 107:851–856
Kerwin WS, Oikawa M, Yuan C, Jarvik GP, Hatsukami TS (2008) MR imaging of adventitial vasa vasorum in carotid atherosclerosis. Magn Reson Med 59:507–514
Richardson PD, Davies MJ, Born GV (1989) Influence of plaque configuration and stress distribution on fissuring of coronary atherosclerotic plaques. Lancet (London, England) 2:941–944
Davies MJ, Richardson PD, Woolf N, Katz DR, Mann J (1993) Risk of thrombosis in human atherosclerotic plaques: role of extracellular lipid, macrophage, and smooth muscle cell content. Br Heart J 69:377–381
Lendon CL, Davies MJ, Born GV, Richardson PD (1991) Atherosclerotic plaque caps are locally weakened when macrophages density is increased. Atherosclerosis 87:87–90
Galis ZS, Sukhova GK, Lark MW, Libby P (1994) Increased expression of matrix metalloproteinases and matrix degrading activity in vulnerable regions of human atherosclerotic plaques. J Clin Investig 94:2493–2503
Galis ZS, Sukhova GK, Kranzhofer R, Clark S, Libby P (1995) Macrophage foam cells from experimental atheroma constitutively produce matrix-degrading proteinases. Proc Natl Acad Sci USA 92:402–406
Nikkari ST, O’Brien KD, Ferguson M, Hatsukami T, Welgus HG, Alpers CE, Clowes AW (1995) Interstitial collagenase (MMP-1) expression in human carotid atherosclerosis. Circulation 92:1393–1398
van der Wal AC, Becker AE, van der Loos CM, Das PK (1994) Site of intimal rupture or erosion of thrombosed coronary atherosclerotic plaques is characterized by an inflammatory process irrespective of the dominant plaque morphology. Circulation 89:36–44
Moreno PR, Falk E, Palacios IF, Newell JB, Fuster V, Fallon JT (1994) Macrophage infiltration in acute coronary syndromes. Implications for plaque rupture. Circulation 90:775–778
Virmani R, Kolodgie FD, Burke AP, Farb A, Schwartz SM (2000) Lessons from sudden coronary death: a comprehensive morphological classification scheme for atherosclerotic lesions. Arterioscler Thromb Vasc Biol 20:1262–1275
Kataoka Y, Puri R, Hammadah M, Duggal B, Uno K, Kapadia SR, Tuzcu EM, Nissen SE, King P, Nicholls SJ (2016) Sex differences in nonculprit coronary plaque microstructures on frequency-domain optical coherence tomography in acute coronary syndromes and stable coronary artery disease. Circ Cardiovasc Imaging 9:e004506
Kubo T, Imanishi T, Takarada S, Kuroi A, Ueno S, Yamano T, Tanimoto T, Matsuo Y, Masho T, Kitabata H, Tsuda K, Tomobuchi Y, Akasaka T (2007) Assessment of culprit lesion morphology in acute myocardial infarction: ability of optical coherence tomography compared with intravascular ultrasound and coronary angioscopy. J Am Coll Cardiol 50:933–939
Barger AC, Beeuwkes R III, Lainey LL, Silverman KJ (1984) Hypothesis: vasa vasorum and neovascularization of human coronary arteries. A possible role in the pathophysiology of atherosclerosis. N Engl J Med 310:175–177
Kolodgie FD, Gold HK, Burke AP, Fowler DR, Kruth HS, Weber DK, Farb A, Guerrero LJ, Hayase M, Kutys R, Narula J, Finn AV, Virmani R (2003) Intraplaque hemorrhage and progression of coronary atheroma. N Engl J Med 349:2316–2325
Funding
This research was supported by an NIH Grant No. (R01 HL63895) from the National Heart, Lung, and Blood Institute, Bethesda, MD, and Alpha Phi Foundation, Evanston, IL.
Author information
Authors and Affiliations
Contributions
TH, PP and JH wrote the manuscript. DI and HB performed data collection. DX was responsible for MR image review. MN performed statistical analysis and attributed to data interpretation. EG was involved in DCE-MRI data analysis. XZ was responsible for overall study design, funding and interpretation of the study results. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Conflicts of interest
The authors declare that they have no conflicts of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Han, T., Paramsothy, P., Hong, J. et al. High-resolution MRI assessed carotid atherosclerotic plaque characteristics comparing men and women with elevated ApoB levels. Int J Cardiovasc Imaging 36, 481–489 (2020). https://doi.org/10.1007/s10554-019-01600-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10554-019-01600-1