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Frigerio B, Coggi D, Bonomi A, Amato M, Capra N, Colombo GI, Sansaro D, Ravani A, Savonen K, Giral P, Gallo A, Pirro M, Gigante B, Eriksson P, Strawbridge RJ, Mulder DJ, Tremoli E, Veglia F, Baldassarre D. Determinants of Carotid Wall Echolucency in a Cohort of European High Cardiovascular Risk Subjects: A Cross-Sectional Analysis of IMPROVE Baseline Data. Biomedicines 2024; 12:737. [PMID: 38672093 DOI: 10.3390/biomedicines12040737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 02/28/2024] [Accepted: 03/19/2024] [Indexed: 04/28/2024] Open
Abstract
Echolucency, a measure of plaque instability associated with increased cardiovascular risk, can be assessed in both the carotid plaque and the plaque-free common carotid intima-media (IM) complex as a gray-scale median (plaque-GSM and IM-GSM, respectively). The impact of specific vascular risk factors on these two phenotypes remains uncertain, including the nature and extent of their influence. This study aims to seek the determinants of plaque-GSM and IM-GSM. Plaque-GSM and IM-GSM were measured in subjects from the IMPROVE study cohort (aged 54-79, 46% men) recruited in five European countries. Plaque-GSM was measured in subjects who had at least one IMTmax ≥ 1.5 mm (n = 2138), whereas IM-GSM was measured in all subjects included in the study (n = 3188). Multiple regression with internal cross-validation was used to find independent predictors of plaque-GSM and IM-GSM. Plaque-GSM determinants were plaque-size (IMTmax), and diastolic blood pressure. IM-GSM determinants were the thickness of plaque-free common carotid intima-media complex (PF CC-IMTmean), height, systolic blood pressure, waist/hip ratio, treatment with fibrates, mean corpuscular volume, treatment with alpha-2 inhibitors (sartans), educational level, and creatinine. Latitude, and pack-yearscode were determinants of both plaque-GSM and IM-GSM. The overall models explain 12.0% of plaque-GSM variability and 19.7% of IM-GSM variability. A significant correlation (r = 0.51) was found between plaque-GSM and IM-GSM. Our results indicate that IM-GSM is a weighty risk marker alternative to plaque-GSM, offering the advantage of being readily measurable in all subjects, including those in the early phases of atherosclerosis where plaque occurrence is relatively infrequent.
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Affiliation(s)
| | - Daniela Coggi
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy
| | - Alice Bonomi
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy
| | - Mauro Amato
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy
| | - Nicolò Capra
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy
| | | | | | | | - Kai Savonen
- Foundation for Research in Health Exercise and Nutrition, Kuopio Research Institute of Exercise Medicine, 70100 Kuopio, Finland
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, 70210 Kuopio, Finland
| | - Philippe Giral
- INSERM, Unité de Recherche sur les Maladies Cardiovasculaires, le Métabolisme et la Nutrition, ICAN, Sorbonne Université, F-75013 Paris, France
- Lipidology and Cardiovascular Prevention Unit, Department of Nutrition, APHP, Sorbonne Université, Hôpital Pitié-Salpêtrière, F-75013 Paris, France
| | - Antonio Gallo
- INSERM, Unité de Recherche sur les Maladies Cardiovasculaires, le Métabolisme et la Nutrition, ICAN, Sorbonne Université, F-75013 Paris, France
- Lipidology and Cardiovascular Prevention Unit, Department of Nutrition, APHP, Sorbonne Université, Hôpital Pitié-Salpêtrière, F-75013 Paris, France
| | - Matteo Pirro
- Internal Medicine, Angiology and Arteriosclerosis Diseases, Department of Medicine and Surgery, University of Perugia, 06129 Perugia, Italy
| | - Bruna Gigante
- Department of Medicine Solna, Division of Cardiovascular Medicine, Karolinska Institutet, Stockholm, Karolinska University Hospital, 17177 Solna, Sweden
| | - Per Eriksson
- Department of Medicine Solna, Division of Cardiovascular Medicine, Karolinska Institutet, Stockholm, Karolinska University Hospital, 17177 Solna, Sweden
| | - Rona J Strawbridge
- Department of Medicine Solna, Division of Cardiovascular Medicine, Karolinska Institutet, Stockholm, Karolinska University Hospital, 17177 Solna, Sweden
- School of Health and Wellbeing, University of Glasgow, Glasgow G12 8TB, UK
- Health Data Research UK, Glasgow G12 8TA, UK
| | - Douwe J Mulder
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands
| | - Elena Tremoli
- Maria Cecilia Hospital, GVM Care & Research, 48033 Cotignola, Italy
| | - Fabrizio Veglia
- Maria Cecilia Hospital, GVM Care & Research, 48033 Cotignola, Italy
| | - Damiano Baldassarre
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, 20129 Milan, Italy
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Mita T, Katakami N, Okada Y, Yoshii H, Osonoi T, Nishida K, Shiraiwa T, Kurozumi A, Taya N, Wakasugi S, Sato F, Ishii R, Gosho M, Shimomura I, Watada H. Continuous glucose monitoring-derived time in range and CV are associated with altered tissue characteristics of the carotid artery wall in people with type 2 diabetes. Diabetologia 2023; 66:2356-2367. [PMID: 37750893 PMCID: PMC10627957 DOI: 10.1007/s00125-023-06013-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Accepted: 08/07/2023] [Indexed: 09/27/2023]
Abstract
AIMS/HYPOTHESIS Previous studies have suggested that glucose variability may accelerate atherosclerosis progression in people with type 2 diabetes. Current guidelines recommend assessing glycaemic control using continuous glucose monitoring (CGM), which provides a comprehensive glycaemic profile to supplement HbA1c measurement. However, the association between CGM-derived metrics and atherosclerosis progression is not entirely clear. METHODS This exploratory study used baseline data and data obtained after 104 weeks from an ongoing prospective, multicentre, observational study. Six hundred study participants with type 2 diabetes and no apparent history of symptomatic cardiovascular disease underwent CGM and ultrasonographic atherosclerosis measurements of the carotid arteries, including the intima-media thickness (IMT) and grey-scale median (GSM), at baseline and 104 weeks. Non-invasive ultrasonic tissue characterisation of the carotid artery wall or plaque using the GSM reflects vascular composition. Multivariate regression models were used to analyse the association between CGM-derived indices, mainly time in range (TIR) and CV, and changes in carotid atherosclerosis index values. RESULTS Over the 104-week study period, there were modest increases in mean IMT (from 0.759±0.153 to 0.773±0.152 mm, p<0.001) and thickened-lesion GSM (from 43.5±19.5 to 53.9±23.5 units, p<0.001), but no significant changes in common carotid artery maximum-IMT (from 1.109±0.442 to 1.116±0.469 mm, p=0.453) or mean GSM (from 48.7±19.3 to 49.8±20.8 units, p=0.092). In a linear regression model with adjustment for possible atherosclerotic risk factors, including HbA1c, TIR and CV at baseline were significantly associated with the annual change in mean GSM (regression coefficient per 10% increase in TIR 0.52; 95% CI 0.06, 0.98; Hochberg-adjusted p value 0.038; regression coefficient per 1% increase in CV -0.12; 95% CI -0.22, -0.02; Hochberg-adjusted p value 0.038). TIR and CV at baseline were also significantly associated with the annual change in thickened-lesion GSM (regression coefficient per 10% increase in TIR 0.95; 95% CI 0.12, 1.79; Hochberg-adjusted p value 0.038; regression coefficient per 1% increase in CV -0.19; 95% CI -0.36, -0.01; Hochberg-adjusted p value 0.038). Participants who achieved target CGM-derived metrics at baseline, as proposed by an international consensus, showed significant annual changes in mean GSM compared with those who did not (0.94±6.88 vs -0.21±6.19 units/year, p=0.007). CONCLUSIONS/INTERPRETATION TIR and CV were significantly associated with changes in the tissue characteristics of the carotid artery wall. TRIAL REGISTRATION University Hospital Medical Information Network Clinical Trials Registry, number UMIN000032325.
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Affiliation(s)
- Tomoya Mita
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan.
| | - Naoto Katakami
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yosuke Okada
- First Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Hidenori Yoshii
- Department of Medicine, Diabetology & Endocrinology, Juntendo Tokyo Koto Geriatric Medical Center, Tokyo, Japan
| | | | | | | | - Akira Kurozumi
- First Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Naohiro Taya
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Satomi Wakasugi
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Fumiya Sato
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Ryota Ishii
- Department of Biostatistics, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Masahiko Gosho
- Department of Biostatistics, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Iichiro Shimomura
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Hirotaka Watada
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
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Liu J, Sze NSK, Narushima M, O’Leary D. Weight Change and Risk of Atherosclerosis Measured by Carotid Intima-Media Thickness (cIMT) from a Prospective Cohort-Analysis of the First-Wave Follow-Up Data of the Canadian Longitudinal Study on Aging (CLSA). J Cardiovasc Dev Dis 2023; 10:435. [PMID: 37887882 PMCID: PMC10607020 DOI: 10.3390/jcdd10100435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 10/02/2023] [Accepted: 10/16/2023] [Indexed: 10/28/2023] Open
Abstract
To explore impact of weight change (WC) on risk of atherosclerosis measured by cIMT, 20,700 participants from the CLSA follow-up were included in analysis. WC was defined as the difference of weight measured at follow-up and baseline, then quartered into four groups (Q1-Q4). cIMT > 1.0 mm was defined as high risk for atherosclerosis. Adjusted odds ratio (OR (95% CI)) from logistic regression models were used to evaluate the association between WC and risk of atherosclerosis. At follow-up, participants had gained 0.118 kg weight, on average, and 16.4% of them were at high risk for atherosclerosis. The mean levels of cIMT were comparable between participants from Q1 to Q4. Compared to Q2 (reference), the ORs (95% CI) were 1.00 (0.86, 1.15), 1.19 (1.03,1.38), and 1.25 (1.08,1.45) for Q1, Q3, and Q4, respectively. A similar pattern was observed when analyses were conducted for ages < 65 vs. 65+ separately, but it was weaker for those aged 65+. Results from the jointed distribution analyses indicated that moderate weight loss might increase risk for atherosclerosis among participants with obese BMI at baseline, but not for those with cardiovascular event status at baseline. Weight gain, however, would increase risk for atherosclerosis regardless of cardiovascular event status, or overweight/obese BMI at baseline.
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Affiliation(s)
- Jian Liu
- Department of Health Sciences, Brock University, St. Catharines, ON L2S 3A1, Canada; (N.S.K.S.); (M.N.); (D.O.)
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AlGhibiwi HK, Sarawi WS, Alosaimi ME, Alhusaini AM, Assiri MA, Algarzae NK. The Association between Cardiovascular Risk Factors and Carotid Intima-Media Thickness in 42,726 Adults in UK Biobank: A Cross-Sectional Study. J Cardiovasc Dev Dis 2023; 10:358. [PMID: 37754787 PMCID: PMC10532383 DOI: 10.3390/jcdd10090358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 08/14/2023] [Accepted: 08/17/2023] [Indexed: 09/28/2023] Open
Abstract
BACKGROUND Traditional modifiable cardiovascular risk factors, such as high blood pressure, have long been positively correlated with high carotid intima-media thickness (cIMT). However, traditional cardiovascular risk factors made a minor contribution to cIMT variance, meaning that other markers may be regarded as independent markers for increasing cIMT. AIMS To investigate the simple demographic patterns of carotid intima-media thickness (cIMT) in the UK Biobank and to identify which upstream cardiovascular disease (CVD) risk factors are independently associated with cIMT. METHODS AND RESULTS A cross-sectional-based study of healthy middle-aged people recruited in the UK between 2006 and 2010 (n = 42,726). RESULTS This study showed that the cardiovascular risk profile generally worsened across the cIMT quantiles from lowest to highest. The lowest cIMT quartile was defined as having a mean cIMT < 588 µm, while the highest cIMT quartile was defined as having a mean cIMT > 748 µm. Specifically, the highest cIMT quantile group had a worse CVD risk factors profile compared to the lowest cIMT quantile group. It was found that, for every one SD increase in age and systolic blood pressure, the mean cIMT increased by 0.357 SD and 0.115 SD, respectively. CONCLUSION Systolic blood pressure and age were the strongest independent risk factors for a high cIMT value compared to other risk factors.
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Affiliation(s)
- Hanan K. AlGhibiwi
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh 11149, Saudi Arabia; (W.S.S.); (A.M.A.); (M.A.A.)
| | - Wedad S. Sarawi
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh 11149, Saudi Arabia; (W.S.S.); (A.M.A.); (M.A.A.)
| | - Manal E. Alosaimi
- Department of Basic Health Sciences, College of Medicine, Princess Nourah Bint Abdulrahman University, Riyadh 11671, Saudi Arabia;
| | - Ahlam M. Alhusaini
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh 11149, Saudi Arabia; (W.S.S.); (A.M.A.); (M.A.A.)
| | - Mohammed A. Assiri
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Riyadh 11149, Saudi Arabia; (W.S.S.); (A.M.A.); (M.A.A.)
| | - Norah K. Algarzae
- Department of Physiology, College of Medicine, King Saud University, Riyadh 11149, Saudi Arabia;
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5
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Mitchell C, Al Mukaddim R, Liu Y, Graham M, Eickhoff JC, Weichmann AM, Tattersall MC, Korcarz CE, Stein JH, Varghese T, Eliceiri KW. Changes in carotid artery texture by ultrasound and elastin features in a murine model. Front Cardiovasc Med 2023; 10:1215449. [PMID: 37560112 PMCID: PMC10407807 DOI: 10.3389/fcvm.2023.1215449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 06/28/2023] [Indexed: 08/11/2023] Open
Abstract
OBJECTIVE In humans, arterial grayscale ultrasound texture features independently predict adverse cardiovascular disease (CVD) events and change with medical interventions. We performed this study to examine how grayscale ultrasound texture features and elastin fibers change in plaque-free segments of the arterial wall in a murine model prone to atherosclerosis. METHODS A total of 10 Apoetm1Unc/J mice (n = 5 male, n = 5 female) were imaged at 6, 16, and 24 weeks of age. Two mice were euthanized at 6 and 16 weeks and the remaining mice at 24 weeks. Texture features were extracted from the ultrasound images of the distal 1.0 mm of the common carotid artery wall, and elastin measures were extracted from histology images. Two-way analysis of variance was used to evaluate associations between week, sex, and grayscale texture features. Texture feature and elastin number comparisons between weeks were conducted using the sex-by-week two-way interaction contrasts. Sex-specific correlations between the number of elastin fibers and grayscale texture features were analyzed by conducting non-parametric Spearman's rank correlation analyses. RESULTS Arterial wall homogeneity changed significantly in male mice from 6 to 24 weeks, with a mean (SD) of 0.14 (0.03) units at 6 weeks and 0.18 (0.03) units at 24 weeks (p = 0.026). Spatial gray level dependence matrices-homogeneity (SGLD-HOM) also correlated with carotid artery plaque score (rs = 0.707, p = 0.033). Elastin fibers in the region of interest decreased from 6 to 24 weeks for both male and female mice, although only significantly in male mice. The mean (SD) number of elastin fibers for male mice was 5.32 (1.50) at 6 weeks and 3.59 (0.38) at 24 weeks (p = 0.023). For female mice, the mean (SD) number of elastin fibers was 3.98 (0.38) at 6 weeks and 3.46 (0.19) at 24 weeks (p = 0.051). CONCLUSION Grayscale ultrasound texture features that are associated with increased risk for CVD events in humans were used in a murine model, and the grayscale texture feature SGLD-HOM was shown to change in male mice from 6 weeks to 24 weeks. Structural alterations of the arterial wall (change in elastin fiber number) were observed during this time and may differ by sex.
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Affiliation(s)
- Carol Mitchell
- Department of Medicine, University of Wisconsin-Madison, Madison, WI, United States
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, United States
| | - Rashid Al Mukaddim
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, United States
| | - Yuming Liu
- Center for Quantitative Cell Imaging, University of Wisconsin-Madison, Madison, WI, United States
| | - Melissa Graham
- Comparative Pathology Laboratory, Research Animal Resources and Compliance, University of Wisconsin-Madison, Madison, WI, United States
| | - Jens C. Eickhoff
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, United States
| | - Ashley M. Weichmann
- Carbone Cancer Center, Small Animal Imaging and Radiotherapy Facility, University of Wisconsin-Madison, Madison, WI, United States
| | | | - Claudia E. Korcarz
- Department of Medicine, University of Wisconsin-Madison, Madison, WI, United States
| | - James H. Stein
- Department of Medicine, University of Wisconsin-Madison, Madison, WI, United States
| | - Tomy Varghese
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, United States
| | - Kevin W. Eliceiri
- Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, United States
- Center for Quantitative Cell Imaging, University of Wisconsin-Madison, Madison, WI, United States
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, United States
- Morgridge Institute for Research, Madison, WI, United States
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Karim R, Xu W, Kono N, Li Y, Yan M, Stanczyk FZ, Hodis HN, Mack WJ. Comparison of Cardiovascular Disease Risk Factors Between 2 Subclinical Atherosclerosis Measures in Healthy Postmenopausal Women: Carotid Artery Wall Thickness and Echogenicity: Carotid Artery Wall Thickness and Echogenicity. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:35-44. [PMID: 35388917 PMCID: PMC9537358 DOI: 10.1002/jum.15985] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 03/17/2022] [Accepted: 03/21/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVES Although carotid artery intima media thickness (CIMT) is a widely used determinant of subclinical atherosclerosis, gray-scale median of the intima-media complex (IM-GSM) of the common carotid artery is a relatively novel measure of echogenicity reflecting composition of the arterial wall. It is important to compare cardiovascular disease (CVD) risk factor correlates across CIMT and IM-GSM to determine whether these measures reflect distinct aspects of atherosclerosis. METHODS Baseline information from a completed randomized clinical trial of 643 healthy postmenopausal women without clinically apparent CVD was included in this cross-sectional study. The women were on average ± SD 61 ± 7 years old, and predominantly non-Hispanic White. CIMT and IM-GSM were measured by high-resolution B-mode ultrasonogram in the far wall of the right common carotid artery. CVD risk factors including age, race, body mass index (BMI), smoking, weekly hours of physical activity, systolic (SBP) and diastolic blood pressure (DBP), lipids, glucose, and inflammatory markers were measured at baseline. Linear regression models were used to assess associations of CVD risk factors with CIMT and IM-GSM. Multivariable models included groups of risk factors added one at a time with and withoutbasic demographic factors (age, race, BMI, physical activity) with model R2 values compared between CIMT and IM-GSM. RESULTS In multivariable analysis, age, Black race, BMI, SBP, and DBP were associated with CIMT (all P < .05), whereas age, Hispanic race, BMI, SBP, physical activity, LDL-cholesterol, and leptin were correlates of IM-GSM (all P < .05). Adjusted for age, race, BMI, and physical activity, the R2 value for SBP was greater for CIMT association, whereas R2 values for lipids, glucose, inflammatory markers, and adipokines were greater for IM-GSM associations. CONCLUSIONS CIMT and IM-GSM assess different attributes of subclinical atherosclerosis. Integrating both measures may provide improved assessment of atherosclerosis in asymptomatic individuals.
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Affiliation(s)
- Roksana Karim
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Wenrui Xu
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Naoko Kono
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Yanjie Li
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Mingzhu Yan
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Frank Z Stanczyk
- Department of Obstetrics and Gynecology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Howard N Hodis
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Wendy J Mack
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
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Carotid wall echogenicity at baseline associates with accelerated vascular aging in a middle-aged population. Int J Cardiovasc Imaging 2023; 39:575-583. [PMID: 36680684 PMCID: PMC9947053 DOI: 10.1007/s10554-022-02760-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 11/17/2022] [Indexed: 01/22/2023]
Abstract
Ultrasonic echolucent carotid intima-media (IM) complex and accelerated progression of carotid intima mediathickness (cIMT) have both separately been shown to predict future cardiovascular events. The aim of this studywas to evaluate if the echogenicity of the IM-complex is associated with the 3-year progression of cIMT. B-modeultrasound images captured at baseline and 3-year follow-up in the 'Visualization of asymptomatic atherosclerotic disease for optimum cardiovascular prevention' (VIPVIZA) trial were included (n: 3154). The bilateral mean cIMT and IM-echogenicity by greyscale median (GSM) were measured in the common carotid artery. Associations between IM-GSM at baseline and the 3-year cIMT progression were investigated using linear regression models for the whole population and stratified by sex, age and VIPVIZA study group (intervention versus control). In addition, adjusted analyses for confounding factors were performed. Unadjusted analysis showed that decreased IM-GSM at baseline was associated with increased progression of cIMT (p < 0.001). Stratified by age, the association was significant among 40 (p < 0.001) and 60 years old (p < 0.001). The association was statistically significant in both sexes and on comparison of VIPVIZA study subgroups. Adjustments for confounding factors did not alter the estimated relationship between IM-GSM and cIMT progression. Echolucent carotid intima media at baseline associates with increased 3-year cIMT progression among an asymptomatic, middle-aged population. Echogenicity of the intima media may identify individuals at risk for accelerated vascular aging.
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Pewowaruk R, Korcarz C, Tedla Y, Mitchell C, Gepner AD. Carotid Artery Stiffness Mechanisms in Hypertension and Their Association with Echolucency and Texture Features: The Multi-ethnic Study of Atherosclerosis (MESA). ULTRASOUND IN MEDICINE & BIOLOGY 2022; 48:2249-2257. [PMID: 35987736 PMCID: PMC9529864 DOI: 10.1016/j.ultrasmedbio.2022.06.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 06/16/2022] [Accepted: 06/18/2022] [Indexed: 06/15/2023]
Abstract
Arterial stiffness, echolucency and texture features are altered with hypertension and associated with increased cardiovascular disease risk. The relationship between these markers and structural and load-dependent artery wall changes in hypertension are poorly understood. The Multi-ethnic Study of Atherosclerosis (MESA) is a longitudinal study of 6814 adults from six communities across the United States designed to study subclinical cardiovascular disease. From B-mode imaging of the right common carotid artery at the baseline MESA examination, we calculated carotid artery Young's elastic modulus (YEM, n = 5894) and carotid artery gray-scale texture features (n = 1403). The standard YEM calculation represented total arterial stiffness. Structural stiffness was calculated by adjusting YEM to a standard blood pressure of 120/80 mm Hg with participant-specific models. Load-dependent stiffness was the difference between total and structural stiffness. We found that load-dependent YEM was elevated in hypertensive individuals compared with normotensive individuals (35.7 ± 105.5 vs. -62.0 ± 112.4 kPa, p < 0.001) but that structural YEM was similar (425.3 ± 274.8 vs. 428.4 ± 293.0 kPa, p = 0.60). Gray-scale measures of heterogeneity in carotid artery wall texture (gray-level difference statistic contrast) had small but statistically signification correlations with carotid artery stiffness mechanisms. This association was positive for structural YEM (0.107, p < 0.001), while for load-dependent YEM, the association was negative (-0.064, p = 0.02). In conclusion, increased arterial stiffness in hypertension was owing solely to the non-linear mechanics of having higher blood pressure, not structural changes in the artery wall, and high load-dependent stiffness was associated with a more homogenous carotid artery wall texture. This is potentially related to arterial remodeling associated with subclinical atherosclerosis and future cardiovascular disease development. These results also indicate that gray-scale texture features from ultrasound imaging had a small but statistically significant association with load-dependent arterial stiffness and that gray-scale texture features may be partially load dependent.
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Affiliation(s)
- Ryan Pewowaruk
- Division of Cardiovascular Medicine, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA; William S. Middleton Memorial Veterans Hospital, Madison, Wisconsin, USA.
| | - Claudia Korcarz
- Division of Cardiovascular Medicine, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Yacob Tedla
- Division of Epidemiology, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Carol Mitchell
- Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Adam D Gepner
- Division of Cardiovascular Medicine, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA; William S. Middleton Memorial Veterans Hospital, Madison, Wisconsin, USA
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Zhang J, Wang X, Tian W, Wang T, Jia J, Lai R, Wang T, Zhang Z, Song L, Ju J, Xu H. The effect of various types and doses of statins on C-reactive protein levels in patients with dyslipidemia or coronary heart disease: A systematic review and network meta-analysis. Front Cardiovasc Med 2022; 9:936817. [PMID: 35966518 PMCID: PMC9363636 DOI: 10.3389/fcvm.2022.936817] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 07/04/2022] [Indexed: 11/25/2022] Open
Abstract
Objective The objective of this study was to measure the efficacy of various types and dosages of statins on C-reactive protein (CRP) levels in patients with dyslipidemia or coronary heart disease. Methods Randomized controlled trials were searched from PubMed, Embase, Cochrane Library, OpenGray, and ClinicalTrials.gov. We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines for data extraction and synthesis. The pairwise meta-analysis compared statins and controls using a random-effects model, and a network meta-analysis compared the types and dosages of statins using the Bayesian random-effects model. The PROSPERO registration number is CRD42021242067. Results The study included 37 randomized controlled trials with 17,410 participants and 20 interventions. According to the pairwise meta-analysis, statins significantly decreased CRP levels compared to controls (weighted mean difference [WMD] = −0.97, 95% confidence interval [CI] [−1.31, −0.64], P < 0.0001). In the network meta-analysis, simvastatin 40 mg/day appeared to be the best strategy for lowering CRP (Rank P = 0.18, WMD = −4.07, 95% CI = [−6.52, −1.77]). The same was true for the high-sensitivity CRP, non-acute coronary syndrome (ACS), <12 months duration, and clear measurement subgroups. In the CRP subgroup (rank P = 0.79, WMD = −1.23, 95% CI = [−2.48, −0.08]) and ≥12-month duration subgroup (Rank P = 0.40, WMD = −2.13, 95% CI = [−4.24, −0.13]), atorvastatin 80 mg/day was most likely to be the best. There were no significant differences in the dyslipidemia and ACS subgroups (P > 0.05). Node-splitting analysis showed no significant inconsistency (P > 0.05), except for the coronary heart disease subgroup. Conclusion Statins reduced serum CRP levels in patients with dyslipidemia or coronary heart disease. Simvastatin 40 mg/day might be the most effective therapy, and atorvastatin 80 mg/day showed the best long-term effect. This study provides a reference for choosing statin therapy based on LDL-C and CRP levels.
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Affiliation(s)
- Jie Zhang
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
| | - Xinyi Wang
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate School, China Academy of Chinese Medical Sciences, Beijing, China
| | - Wende Tian
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate School, China Academy of Chinese Medical Sciences, Beijing, China
| | - Tongxin Wang
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
| | - Jundi Jia
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
| | - Runmin Lai
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate School, China Academy of Chinese Medical Sciences, Beijing, China
| | - Tong Wang
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
| | - Zihao Zhang
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
| | - Luxia Song
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
| | - Jianqing Ju
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- *Correspondence: Jianqing Ju
| | - Hao Xu
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
- Hao Xu
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Regional and demographic variations of Carotid artery Intima and Media Thickness (CIMT): A Systematic review and meta-analysis. PLoS One 2022; 17:e0268716. [PMID: 35819948 PMCID: PMC9275715 DOI: 10.1371/journal.pone.0268716] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 05/05/2022] [Indexed: 11/19/2022] Open
Abstract
Background and objective
Carotid artery intima media thickness (CIMT) is a strong predictor of Coronary Heart Disease (CHD) and independent phenotype of early atherosclerosis. The global variation of CIMT and its demographic association is yet unclear. We evaluated regional variations of CIMT based on WHO regions and assessed the differences by age and sex.
Methods
A systematic search was conducted on studies published between 1980 January up to December 2020. PubMed, Oxford Medicine Online, EBSCO, Taylor & Francis, Oxford University Press and Embase data bases were used for searching. Supplementary searches were conducted on the Web of Science and Google Scholar. Grey literature was searched in “Open Grey” website. The two major criteria used were “adults” and “carotid intima media”. The search strategy for PubMed was created first and then adapted for the Oxford Medicine Online, EBSCO, Taylor & Francis, Oxford University Press and Embase databases. Covidence software (Veritas Health Innovation, Melbourne, Australia; http://www.covidence.org) was used to manage the study selection process. Meta-analyses were done using the random-effects model. An I2 ≥ 50% or p< 0:05 were considered to indicate significant heterogeneity.
Results
Of 2847 potential articles, 46 eligible articles were included in the review contributing data for 49 381 individuals (mean age: 55.6 years, male: 55.8%). The pooled mean CIMT for the non-CHD group was 0.65mm (95%CI: 0.62–0.69). There was a significant difference in the mean CIMT between regions (p = 0.04). Countries in the African (0.72mm), American (0.71mm) and European (0.71mm) regions had a higher pooled mean CIMT compared to those in the South East Asian (0.62mm), West Pacific (0.60mm) and Eastern Mediterranean (0.60mm) regions. Males had a higher pooled mean CIMT of 0.06mm than females in the non CHD group (p = 0.001); there were also regional differences. The CHD group had a significantly higher mean CIMT than the non-CHD group (difference = 0.23mm, p = 0.001) with regional variations. Carotid artery segment-specific-CIMT variations are present in this population. Older persons and those having CHD group had significantly thicker CIMTs.
Conclusions
CIMT varies according to region, age, sex and whether a person having CHD. There are significant regional differences of mean CIMT between CHD and non-CHD groups. Segment specific CIMT variations exist among regions. There is an association between CHD and CIMT values.
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Hu X, Liu J, Li W, Wang C, Li G, Zhou Y, Dong H. Elevated serum uric acid was associated with pre-inflammatory state and impacted the role of HDL-C on carotid atherosclerosis. Nutr Metab Cardiovasc Dis 2022; 32:1661-1669. [PMID: 35469728 DOI: 10.1016/j.numecd.2022.03.026] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Revised: 03/21/2022] [Accepted: 03/27/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND AIMS Uric acid (UA) and high-density lipoprotein cholesterol (HDL-C) are positively and negatively associated with atherosclerosis, respectively. UA and HDL-C are involved in the balance of proinflammatory and anti-inflammatory processes in atherosclerosis. However, it is still unclear whether UA affects the effect of HDL-C on atherosclerosis. METHODS AND RESULTS In this retrospective study, we enrolled 1437 patients with multiple risk factors for atherosclerosis. Patients were categorized into two groups according to their baseline UA level. Multivariate logistic regression analysis and restricted cubic spline curves were used to assess the relationship between HDL-C and carotid atherosclerosis (abnormal carotid intima-media thickness [cIMT] and carotid artery plaque) at different UA levels. Compared to patients with normouricemia, patients with hyperuricemia were older and had a more extensive history of disease and unhealthy behavior. In the normouricemia group, multivariate-adjusted odds ratios (95% CIs) for HDL-C were 0.55 (0.33-0.92) for abnormal mean cIMT, 0.59 (0.35-1.00) for abnormal maximum cIMT, and 0.53 (0.29-0.94) for the occurrence of carotid artery plaque, while the correlation between each of these three indicators with HDL-C were not significant in those with hyperuricemia. Spline regression models yielded similar results. The effect of UA on the association between HDL-C and carotid atherosclerosis remained in the subset of patients with optimal low-density lipoprotein cholesterol. CONCLUSION Elevated UA marks a pre-inflammatory state and impacts the role of HDL-C on carotid atherosclerosis.
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Affiliation(s)
- Xiangming Hu
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou 510515, Guangdong, China; Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, Guangdong, China
| | - Jieliang Liu
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, Guangdong, China
| | - Wei Li
- Department of Cardiology, Guangdong Provincial People's Hospital Zhuhai Hospital (Zhuhai Golden Bay Center Hospital), Zhuhai 519040, Guangdong, China
| | - Chenyang Wang
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, Guangdong, China
| | - Guang Li
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, Guangdong, China
| | - Yingling Zhou
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, Guangdong, China.
| | - Haojian Dong
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, Guangdong, China.
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Effect of menopausal hormone therapy on arterial wall echomorphology: Results from the Early versus Late Intervention Trial with Estradiol (ELITE). Maturitas 2022; 162:15-22. [PMID: 35474254 PMCID: PMC9232990 DOI: 10.1016/j.maturitas.2022.02.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 02/18/2022] [Accepted: 02/26/2022] [Indexed: 01/21/2023]
Abstract
OBJECTIVE To evaluate the effect of hormone therapy (HT) on arterial wall composition by ultrasound. BACKGROUND The effect of HT on the progression of subclinical atherosclerosis has been well-described using measurements of common carotid artery (CCA) wall thickness. However, it is unknown whether the change in arterial wall anatomic structure is accompanied by an effect of HT on arterial wall composition. METHODS A total of 643 healthy postmenopausal women divided into two strata according to the time since menopause (<6 years, the early-postmenopause group; or >10 years, the late-postmenopause group) were randomized to receive either active treatment or placebo. For hysterectomized women, the active treatment was oral micronized 17β-estradiol 1 mg/day; for women with a uterus, 4% vaginal micronized progesterone gel 45 mg/day for 10 days each month was added to the estradiol regimen. Gray-scale median of the CCA intima-media complex (IM-GSM), a (unitless) measurement of arterial wall composition based on echogenicity, was determined by high-resolution B-mode ultrasonography. Lower IM-GSM, or less echogenicity, indicates more atherosclerosis. IM-GSM and serum estradiol (E2) concentration were assessed every 6 months over a median 4.8-year trial period. Linear mixed effects regression models were used for all analyses. RESULTS Overall, IM-GSM progression/year had a negative trajectory, reflecting reduction in echogenicity over time (worsening atherosclerosis). HT effects on IM-GSM progression/year differed by postmenopause strata (interaction p-value = 0.02). IM-GSM progression/year (95% CI) in the early postmenopause group randomized to HT was -0.50 (-0.82, -0.18)/year compared with -1.47 (-1.81, -1.13)/year among those randomized to placebo (p-value <0.0001). In the late postmenopause group, the annual IM-GSM progression rate did not significantly differ between HT and placebo (p = 0.28). Higher mean on-trial E2 (pg/ml) levels were associated with higher IM-GSM progression, indicating less atherosclerosis progression in all women (β (95% CI) = 0.006 (0.0003, 0.01), p = 0.04). For each pg/dl E2, IM-GSM progression/year was 0.007 ((-0.0002, 0.01), p = 0.056) in the early and 0.003 ((-0.006, 0.01), p = 0.50) in the late postmenopause group (interaction p-value = 0.51). CIMT progression rate (μm/year) was significantly inversely associated with the IM-GSM progression (β (95% CI) = -4.63 (-5.6, -3.7), p < 0.001). CONCLUSIONS HT, primarily with oral estradiol, reduced atherogenic progression of arterial wall composition in healthy postmenopausal women who were within 6 years from menopause. TRIAL REGISTRATION NUMBER NCT01553084.
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Della-Morte D, Dong C, Crisby M, Gardener H, Cabral D, Elkind MSV, Gutierrez J, Sacco RL, Rundek T. Association of Carotid Plaque Morphology and Glycemic and Lipid Parameters in the Northern Manhattan Study. Front Cardiovasc Med 2022; 9:793755. [PMID: 35141303 PMCID: PMC8818735 DOI: 10.3389/fcvm.2022.793755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 01/04/2022] [Indexed: 11/13/2022] Open
Abstract
Low Gray-Scale Median (GSM) index is an ultrasonographic parameter of soft, lipid rich plaque morphology that has been associated with stroke and cardiovascular disease (CVD). We sought to explore the contribution of the modifiable and not-modifiable cardiovascular risk factors (RFs) to vulnerable plaque morphology measured by the low GSM index. A total of 1,030 stroke-free community dwelling individuals with carotid plaques present (mean age, 71.8 ± 9.1; 58% women; 56% Hispanic, 20% Non-Hispanic Black, 22% Non-Hispanic White) were assessed for minimum GSM (min GSM) using high-resolution B-mode carotid ultrasound. Multiple linear regression models were used to evaluate the association between RFs and minGSM after adjusting for sociodemographic characteristics. Within an individual, median plaque number was 2 (IQR: 1–3) and mean plaque number 2.3 (SD: 1.4). Mean minGSM was 78.4 ± 28.7 (IQR: 56–96), 76.3 ± 28.8 in men and 80 ± 28.5 in women; 78.7 ± 29.3 in Hispanics participants, 78.5 ± 27.2 in Non-Hispanic Black participants, and 78.2 ± 29 in Non-Hispanic white participants. In multivariable adjusted model, male sex (β = −5.78, p = 0.007), obesity BMI (β = −6.92, p = 0.01), and greater levels of fasting glucose (β = −8.02, p = 0.02) and LDL dyslipidemia (β = −6.64, p = 0.005) were positively associated with lower minGSM, while presence of glucose lowering medication resulted in a significant inverse association (β = 7.68, p = 0.04). Interaction (with p for interaction <0.1) and stratification analyses showed that effect of age on minGSM was stronger in men (β = −0.44, p = 0.03) than in women (β = −0.20, p = 0.18), and in individuals not taking glucose lowering medication (β = −0.33, p = 0.009). Our study has demonstrated an important contribution of glycemic and lipid metabolism to vulnerable, low density or echolucent plaque morphology, especially among men and suggested that use of glucose lowering medication was associated with more fibrose-stable plaque phenotype (greater GSM). Further research is needed to evaluate effects of medical therapies in individuals with vulnerable, low density, non-stenotic carotid plaques and how these effects translate to prevention of cerebrovascular disease.
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Affiliation(s)
- David Della-Morte
- Department of Neurology, The Evelyn McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, United States
- Department of Systems Medicine, School of Medicine, University of Rome Tor Vergata, Rome, Italy
- Department of Human Sciences and Quality of Life Promotion, San Raffaele Roma Open University, Rome, Italy
- *Correspondence: David Della-Morte
| | - Chuanhui Dong
- Department of Neurology, The Evelyn McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Milita Crisby
- Department of Neurobiology, Karolinska Institute, Care Sciences and Society, Stockholm, Sweden
| | - Hannah Gardener
- Department of Neurology, The Evelyn McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Digna Cabral
- Department of Neurology, The Evelyn McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Mitchell S. V. Elkind
- Department of Neurology, Vagelos College of Physicians and Surgeons and Mailman School of Public Health, Columbia University, New York, NY, United States
| | - Jose Gutierrez
- Department of Neurology, Vagelos College of Physicians and Surgeons and Mailman School of Public Health, Columbia University, New York, NY, United States
| | - Ralph L. Sacco
- Department of Neurology, The Evelyn McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Tatjana Rundek
- Department of Neurology, The Evelyn McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, United States
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Golemati S, Yanni A, Tsiaparas NN, Lechareas S, Vlachos IS, Cokkinos DD, Krokidis M, Nikita KS, Perrea D, Chatziioannou A. CurveletTransform-Based Texture Analysis of Carotid B-mode Ultrasound Images in Asymptomatic Men With Moderate and Severe Stenoses: A Preliminary Clinical Study. ULTRASOUND IN MEDICINE & BIOLOGY 2022; 48:78-90. [PMID: 34666918 DOI: 10.1016/j.ultrasmedbio.2021.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 09/02/2021] [Accepted: 09/04/2021] [Indexed: 06/13/2023]
Abstract
The curvelet transform, which represents images in terms of their geometric and textural characteristics, was investigated toward revealing differences between moderate (50%-69%, n = 11) and severe (70%-100%, n = 14) stenosis asymptomatic plaque from B-mode ultrasound. Texture features were estimated in original and curvelet transformed images of atheromatous plaque (PL), the adjacent arterial wall (intima-media [IM]) and the plaque shoulder (SH) (i.e., the boundary between plaque and wall), separately at end systole and end diastole. Seventeen features derived from the original images were significantly different between the two groups (4 for IM, 3 for PL and 10 for SH; 9 for end diastole and 8 for end systole); 19 of 234 features (2 for IM and 17 for SH; 8 for end systole and 11 for end diastole) derived from curvelet transformed images were significantly higher in the patients with severe stenosis, indicating higher magnitude, variation and randomness of image gray levels. In these patients, lower body height and higher serum creatinine concentration were observed. Our findings suggest that (a) moderate and severe plaque have similar curvelet-based texture properties, and (b) IM and SH provide useful information about arterial wall pathophysiology, complementary to PL itself. The curvelet transform is promising for identifying novel indices of cardiovascular risk and warrants further investigation in larger cohorts.
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Affiliation(s)
- Spyretta Golemati
- Medical School, National and Kapodistrian University of Athens, Athens, Greece.
| | - Amalia Yanni
- Department of Nutrition and Dietetics, Harokopio University of Athens, Athens, Greece
| | - Nikolaos N Tsiaparas
- Biomedical Simulations and Imaging Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece
| | - Symeon Lechareas
- Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Ioannis S Vlachos
- Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Miltiadis Krokidis
- Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Konstantina S Nikita
- Biomedical Simulations and Imaging Laboratory, School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece
| | - Despina Perrea
- Medical School, National and Kapodistrian University of Athens, Athens, Greece
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Kigka VI, Potsika V, Mantzaris M, Tsakanikas V, Koncar I, Fotiadis DI. Serum Biomarkers in Carotid Artery Disease. Diagnostics (Basel) 2021; 11:diagnostics11112143. [PMID: 34829489 PMCID: PMC8619296 DOI: 10.3390/diagnostics11112143] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 11/11/2021] [Accepted: 11/15/2021] [Indexed: 11/16/2022] Open
Abstract
Carotid artery disease is considered a major cause of strokes and there is a need for early disease detection and management. Although imaging techniques have been developed for the diagnosis of carotid artery disease and different imaging-based markers have been proposed for the characterization of atherosclerotic plaques, there is still need for a definition of high-risk plaques in asymptomatic patients who may benefit from surgical intervention. Measurement of circulating biomarkers is a promising method to assist in patient-specific disease management, but the lack of robust clinical evidence limits their use as a standard of care. The purpose of this review paper is to present circulating biomarkers related to carotid artery diagnosis and prognosis, which are mainly provided by statistical-based clinical studies. The result of our investigation showed that typical well-established inflammatory biomarkers and biomarkers related to patient lipid profiles are associated with carotid artery disease. In addition to this, more specialized types of biomarkers, such as endothelial and cell adhesion, matrix degrading, and metabolic biomarkers seem to be associated with different carotid artery disease outputs, assisting vascular specialists in selecting patients at high risk for stroke and in need of intervention.
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Affiliation(s)
- Vassiliki I. Kigka
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, 45110 Ioannina, Greece; (V.I.K.); (V.P.); (M.M.); (V.T.)
| | - Vassiliki Potsika
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, 45110 Ioannina, Greece; (V.I.K.); (V.P.); (M.M.); (V.T.)
| | - Michalis Mantzaris
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, 45110 Ioannina, Greece; (V.I.K.); (V.P.); (M.M.); (V.T.)
| | - Vassilis Tsakanikas
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, 45110 Ioannina, Greece; (V.I.K.); (V.P.); (M.M.); (V.T.)
| | - Igor Koncar
- Department of Vascular and Endovascular Surgery, Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
- Department of Vascular and Endovascular Surgery, Clinic Center of Serbia, 11000 Belgrade, Serbia
| | - Dimitrios I. Fotiadis
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, 45110 Ioannina, Greece; (V.I.K.); (V.P.); (M.M.); (V.T.)
- Institute of Molecular Biology and Biotechnology, Department of Biomedical Research Institute—FORTH, University Campus of Ioannina, 45110 Ioannina, Greece
- Correspondence: ; Tel.: +30-26510-09006; Fax: +30-26510-08889
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Relationship between Circulating PCSK9 and Markers of Subclinical Atherosclerosis-The IMPROVE Study. Biomedicines 2021; 9:biomedicines9070841. [PMID: 34356905 PMCID: PMC8301759 DOI: 10.3390/biomedicines9070841] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 06/25/2021] [Accepted: 07/14/2021] [Indexed: 11/17/2022] Open
Abstract
(1) Background and purpose: circulating proprotein convertase subtilisin/kexin type 9 (PCSK9) is one of the key regulators of cholesterol metabolism. Despite this, its role as a player in atherosclerosis development is still matter of debate. Here, we investigated the relationships between this protein and several markers of subclinical atherosclerosis. (2) Methods: the IMPROVE study enrolled 3703 European subjects (54–79 years; 48% men; with ≥3 vascular risk factors), asymptomatic for cardiovascular diseases. PCSK9 levels were measured by ELISA. B-mode ultrasound was used to measure markers of carotid subclinical atherosclerosis. (3) Results: in the crude analysis, PCSK9 levels were associated with several baseline measures of carotid intima-media thickness (cIMT) (all p < 0.0001); with cIMT change over time (Fastest-IMTmax-progr) (p = 0.01); with inter-adventitia common carotid artery diameter (ICCAD) (p < 0.0001); and with the echolucency (Grey Scale Median; GSM) of both carotid plaque and plaque-free common carotid IMT (both p < 0.0001). However, after adjustment for age, sex, latitude, and pharmacological treatment, all the afore-mentioned correlations were no longer statistically significant. The lack of correlation was also observed after stratification for sex, latitude, and pharmacological treatments. (4) Conclusions: in subjects who are asymptomatic for cardiovascular diseases, PCSK9 plasma levels do not correlate with vascular damage and/or subclinical atherosclerosis of extracranial carotid arteries.
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Taya N, Katakami N, Mita T, Okada Y, Wakasugi S, Yoshii H, Shiraiwa T, Otsuka A, Umayahara Y, Ryomoto K, Hatazaki M, Yasuda T, Yamamoto T, Gosho M, Shimomura I, Watada H. Associations of continuous glucose monitoring-assessed glucose variability with intima-media thickness and ultrasonic tissue characteristics of the carotid arteries: a cross-sectional analysis in patients with type 2 diabetes. Cardiovasc Diabetol 2021; 20:95. [PMID: 33947398 PMCID: PMC8097791 DOI: 10.1186/s12933-021-01288-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 04/27/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND The association between glucose variability and the progression of atherosclerosis is not completely understood. We aimed to evaluate the associations of glucose variability with the progression of atherosclerosis in the early stages. METHODS We conducted a cross-sectional analysis to investigate the associations of glucose variability, assessed by continuous glucose monitoring, with intima-media thickness (IMT) and gray-scale median (GSM) of the carotid arteries, which are different indicators for the progression of atherosclerosis. We used baseline data from a hospital-based multicenter prospective observational cohort study among Japanese patients with type 2 diabetes without a history of cardiovascular diseases aged between 30 and 80 years. Continuous glucose monitoring was performed by Freestyle Libre Pro, and glucose levels obtained every 15 min for a maximum of eight days were used to calculate the metrics of glucose variability. IMT and GSM were evaluated by ultrasonography, and the former indicates thickening of intima-media complex in the carotid artery wall, while the latter indicates tissue characteristics. RESULTS Among 600 study participants (age: 64.9 ± 9.2 (mean ± SD) years; 63.2%: men; HbA1c: 7.0 ± 0.8%), participants with a larger intra- and inter-day glucose variability had a lower GSM and most of these associations were statistically significant. No trend based on glucose variability was shown regarding IMT. Standard deviation of glucose (regression coefficient, β = - 5.822; 95% CI - 8.875 to - 2.768, P < 0.001), glucose coefficient of variation (β = - 0.418; - 0.685 to - 0.151, P = 0.002), mean amplitude of glycemic excursion (β = - 1.689; - 2.567 to - 0.811, P < 0.001), mean of daily differences (β = - 6.500; - 9.758 to - 3.241, P < 0.001), and interquartile range (β = - 4.289; - 6.964 to - 1.614, P = 0.002) had a statistically significant association with mean-GSM after adjustment for conventional cardiovascular risk factors, including HbA1c. No metrics of glucose variability had a statistically significant association with IMT. CONCLUSIONS Continuous glucose monitoring-assessed glucose variability was associated with the tissue characteristics of the carotid artery wall in type 2 diabetes patients without cardiovascular diseases.
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Affiliation(s)
- Naohiro Taya
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Naoto Katakami
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, Osaka, 565-0871, Japan.
| | - Tomoya Mita
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, 2-1-1, Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
| | - Yosuke Okada
- First Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, 1-1, Iseigaoka, Yahatanishi-ku, Kitakyushu, Fukuoka, Japan
| | - Satomi Wakasugi
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, 2-1-1, Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan
| | - Hidenori Yoshii
- Department of Medicine, Diabetology & Endocrinology, Juntendo Tokyo Koto Geriatric Medical Center, 3-3-20, Shinsuna, Koto-ku, Tokyo, Japan
| | | | - Akihito Otsuka
- Department of Internal Medicine, Kawasaki Hospital, 3-3-1, Higashiyamacho, Hyogo-ku, Kobe, Hyogo, Japan
| | - Yutaka Umayahara
- Department of Diabetes and Endocrinology, Osaka General Medical Center, 3-1-56, Bandaihigashi, Sumiyoshi-ku, Osaka-shi, Osaka, Japan
| | - Kayoko Ryomoto
- Center for Diabetes Mellitus, Osaka Rosai Hospital, 1179-3, Nagasonecho, Kita-ku, Sakai, Osaka, Japan
| | - Masahiro Hatazaki
- Department of Internal Medicine, Japan Community Health Care Organization Osaka Hospital, 4-2-78, Fukushima, Fukushima-ku, Osaka-shi, Osaka, Japan
| | - Tetsuyuki Yasuda
- Department of Diabetes and Endocrinology, Osaka Police Hospital, 10-31, Kitayamacho, Tennoji-ku, Osaka-shi, Osaka, Japan
| | - Tsunehiko Yamamoto
- Diabetes and Endocrinology, Kansai Rosai Hospital, 3-1-69, Inabaso, Amagasaki, Hyogo, Japan
| | - Masahiko Gosho
- Department of Biostatistics, Faculty of Medicine, University of Tsukuba, 1-1-1, Tennodai, Tsukuba, Ibaraki, Japan
| | - Iichiro Shimomura
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Hirotaka Watada
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, 2-1-1, Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan
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Zheng Z, Zhao Q, Wei J, Wang B, Wang H, Meng L, Xin Y, Jiang X. Medical prevention and treatment of radiation-induced carotid injury. Biomed Pharmacother 2020; 131:110664. [PMID: 32861067 DOI: 10.1016/j.biopha.2020.110664] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 08/06/2020] [Accepted: 08/20/2020] [Indexed: 11/30/2022] Open
Abstract
Radiotherapy has significantly improved the survival of cancer patients but is also associated with several adversities, including radiation-induced carotid injury (RICI). The RICI mechanisms are complex, including vessel inflammatory injury, carotid atherosclerosis, intimal proliferation, media necrosis, and peri-adventitial fibrosis. The main manifestation and adverse consequence of RICI is carotid artery stenosis (CAS), which can lead to stroke and transient ischemic attack. Currently, carotid artery injury is primarily diagnosed via color-coded duplex sonography. Early detection of traumatic changes in the carotid artery depends on measurements of carotid intima-media thickness; serum biomarker testing also shows great potential. CAS is mainly treated with carotid endarterectomy or carotid angioplasty and stent implantation. Notably, bone marrow mesenchymal stem cells are advantageous in RICI treatment and reduce carotid inflammation, oxidative stress, and delaying atherosclerosis. This review summarizes the mechanisms, examination methods, and latest treatments for RICI to provide data for its clinical prevention and treatment.
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Affiliation(s)
- Zhuangzhuang Zheng
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun, 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health, Jilin University, Changchun, 130021, China.
| | - Qin Zhao
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun, 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health, Jilin University, Changchun, 130021, China.
| | - Jinlong Wei
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun, 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health, Jilin University, Changchun, 130021, China.
| | - Bin Wang
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun, 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health, Jilin University, Changchun, 130021, China.
| | - Huanhuan Wang
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun, 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health, Jilin University, Changchun, 130021, China.
| | - Lingbin Meng
- Department of Hematology and Medical Oncology, Moffitt Cancer Center, Tampa, FL, 33612, USA.
| | - Ying Xin
- Key Laboratory of Pathobiology, Ministry of Education, Jilin University, Changchun, 130021, China.
| | - Xin Jiang
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun, 130021, China; Jilin Provincial Key Laboratory of Radiation Oncology & Therapy, The First Hospital of Jilin University, Changchun, 130021, China; NHC Key Laboratory of Radiobiology, School of Public Health, Jilin University, Changchun, 130021, China.
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Mitchell C, Piper ME, Smith SS, Korcarz CE, Fiore MC, Baker TB, Stein JH. Changes in carotid artery structure with smoking cessation. Vasc Med 2019; 24:493-500. [PMID: 31422759 DOI: 10.1177/1358863x19867762] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Carotid artery grayscale ultrasound echogenicity and texture features predict cardiovascular disease events. We evaluated the longitudinal effects of smoking cessation on four grayscale ultrasound measures. This was a secondary analysis of data from 188 age, sex, and body mass index (BMI)-matched smokers (94 eventual abstainers [EA], 94 continued smokers [CS]) from a smoking cessation trial that had carotid ultrasound examinations at baseline and after 3 years. General linear models that included time, smoking group (EA or CS), and a time*smoking interaction term were used to examine the impact of smoking abstinence on carotid artery grayscale marker values at year 3. Participants were mean (SD) 50.3 (11.4) years old (57% female, 86% white). The baseline grayscale median value (GSM) was inversely correlated with age, BMI, insulin resistance, and smoking pack-years (r = -0.20 to -0.30, p < 0.007 for all). There was a significant time*smoking status interaction for predicting GSM at year 3: GSM decreased significantly in the EA group compared to the CS group (-3.63 [13.00] vs CS 0.39 [12.06] units; p = 0.029). BMI increased more in the EA than the CS group (2.42 [3.00] vs CS 0.35 [2.57] kg/m2; p < 0.001). After adjusting for changes in BMI, the time*smoking status interaction no longer was significant (p = 0.138). From baseline to year 3, contrast increased similarly in both groups. Entropy and angular second moment did not change significantly in either group. Changes in carotid ultrasound echogenicity and grayscale texture features during a smoking cessation attempt are modest and mostly related to weight gain. Clinicaltrials.gov Identifier: NCT01553084.
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Affiliation(s)
- Carol Mitchell
- Department of Medicine, Cardiovascular Medicine Division, University of Wisconsin Atherosclerosis Imaging Research Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Megan E Piper
- Department of Medicine, University of Wisconsin Center for Tobacco Research and Intervention, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Stevens S Smith
- Department of Medicine, University of Wisconsin Center for Tobacco Research and Intervention, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Claudia E Korcarz
- Department of Medicine, Cardiovascular Medicine Division, University of Wisconsin Atherosclerosis Imaging Research Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Michael C Fiore
- Department of Medicine, University of Wisconsin Center for Tobacco Research and Intervention, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Timothy B Baker
- Department of Medicine, University of Wisconsin Center for Tobacco Research and Intervention, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - James H Stein
- Department of Medicine, Cardiovascular Medicine Division, University of Wisconsin Atherosclerosis Imaging Research Program, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
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20
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Review of serum biomarkers in carotid atherosclerosis. J Vasc Surg 2019; 71:329-341. [PMID: 31327598 DOI: 10.1016/j.jvs.2019.04.488] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 04/23/2019] [Indexed: 01/23/2023]
Abstract
BACKGROUND Carotid artery atherosclerotic stenosis is a preventable major cause of stroke, but there is still a need for definition of high-risk plaque in asymptomatic patients who might benefit from interventional therapies. Several image markers are recommended to characterize unstable plaques. The measurement of serum biomarkers is a promising method to assist in decision making, but the lack of robust evidence in the carotid environment burdens their potential as a standard of care. The goal of this review was to offer an updated state-of-the-art study of available serum biomarkers with clinical implications, with focus on those that may predict carotid symptom development. METHODS The Cochrane Library and MEDLINE databases were searched (all until September 2018) for studies on carotid plaque and serum biomarkers of atherosclerosis. Nonhuman, basic science, and histology studies were excluded, focusing on clinical studies. Selected abstracts were screened to include the most relevant articles on atherosclerotic plaque presence, progression, instability or symptom development. RESULTS Some well-established biomarkers for coronary disease are not relevant to carotid atherosclerosis and other inflammatory biomarkers, lipids, interleukins, homocysteine, and adipokines may be useful in quantifying carotid disease-related risk. Some serum biomarkers combined with image features may assist vascular specialists in selecting patients at high risk for stroke and in need of intervention. CONCLUSIONS Prospective studies applying a combination of biomarkers are essential to prove clinical usefulness.
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Mitchell CC, Korcarz CE, Gepner AD, Nye R, Young RL, Matsuzaki M, Post WS, Kaufman JD, McClelland RL, Stein JH. Carotid Artery Echolucency, Texture Features, and Incident Cardiovascular Disease Events: The MESA Study. J Am Heart Assoc 2019; 8:e010875. [PMID: 30681393 PMCID: PMC6405595 DOI: 10.1161/jaha.118.010875] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Accepted: 11/27/2018] [Indexed: 02/07/2023]
Abstract
Background We hypothesized that measures of common carotid artery echolucency and grayscale texture features were associated with cardiovascular disease ( CVD ) risk factors and could predict CVD events. Methods and Results Using a case-cohort design, we measured common carotid artery ultrasound images from 1788 participants in Exam 1 of the MESA study (Multi-Ethnic Study of Atherosclerosis) to derive 4 grayscale features: grayscale median, entropy, gray level difference statistic-contrast, and spatial gray level dependence matrices-angular second moment. CVD risk factor associations were determined by linear regression. Cox proportional hazard models with inverse selection probability weighting and adjustments for age, sex, race/ethnicity, CVD risk factors, and C-reactive protein were used to determine if standardized values for grayscale median, entropy, gray level difference statistic-contrast, and spatial gray level dependence matrices-angular second moment could predict incident coronary heart disease, stroke, and total CVD events over a median 13 years follow-up. Participants were mean ( SD ) 63.1 (10.3) years of age, 52.6% female, 32.1% white, 27.8% black, 23.3% Hispanic, and 16.8% Chinese. There were 283 coronary heart disease, 120 stroke, and 416 CVD events. Several associations of grayscale features with CVD risk factors were identified. In fully adjusted models, higher gray level difference statistic-contrast was associated with a lower risk of incident coronary heart disease (hazard ratio 0.82, 95% CI 0.71-0.94, padj=0.005) and CVD events (hazard ratio 0.87, 95% CI 0.77-0.98, padj=0.018); higher spatial gray level dependence matrices-angular second moment was associated with a higher risk of CVD events (hazard ratio 1.09, 95% CI 1.00-1.19, padj=0.044). Conclusions Gray level difference statistic-contrast and spatial gray level dependence matrices-angular second moment predicted CVD events independent of risk factors, indicating their potential use as biomarkers to assess future CVD risk.
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Affiliation(s)
- Carol C. Mitchell
- Division of Cardiovascular MedicineDepartment of MedicineSchool of Medicine and Public HealthUniversity of WisconsinMadisonWI
| | - Claudia E. Korcarz
- Division of Cardiovascular MedicineDepartment of MedicineSchool of Medicine and Public HealthUniversity of WisconsinMadisonWI
| | - Adam D. Gepner
- Division of Cardiovascular MedicineDepartment of MedicineSchool of Medicine and Public HealthUniversity of WisconsinMadisonWI
- Department of MedicineDivision of Cardiovascular MedicineWilliam S. Middleton Memorial Veterans HospitalMadisonWI
| | - Rebecca Nye
- Division of Cardiovascular MedicineDepartment of MedicineSchool of Medicine and Public HealthUniversity of WisconsinMadisonWI
| | | | - Mika Matsuzaki
- Department of BiostatisticsUniversity of WashingtonSeattleWA
| | - Wendy S. Post
- Division of CardiologyDepartment of MedicineJohns Hopkins UniversityBaltimoreMD
| | - Joel D. Kaufman
- Departments of Environmental & Occupational Health Sciences, Medicine, and EpidemiologyUniversity of WashingtonSeattleWA
| | | | - James H. Stein
- Division of Cardiovascular MedicineDepartment of MedicineSchool of Medicine and Public HealthUniversity of WisconsinMadisonWI
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Steffel CN, Brown R, Korcarz CE, Varghese T, Stein JH, Wilbrand SM, Dempsey RJ, Mitchell CC. Influence of Ultrasound System and Gain on Grayscale Median Values. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2019; 38:307-319. [PMID: 30027550 PMCID: PMC6339613 DOI: 10.1002/jum.14690] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Revised: 03/22/2018] [Accepted: 04/21/2018] [Indexed: 06/08/2023]
Abstract
OBJECTIVES The purpose of this study was to determine the reliability of grayscale median (GSM) measurements across different ultrasound (US) systems and effects of gain on GSM values. METHODS Two vessels in a grayscale vascular phantom were imaged with 7 US systems at 3 gain settings. Two human participants were imaged at 3 gain settings. Each image was normalized, standardized, and segmented by expert and novice readers using grayscale analysis software. The concordance correlation coefficient (CCC) assessed agreement of GSM values for each system across gain settings and vessels and between readers. The intraclass correlation coefficient (ICC) assessed system-level reader concordance across gain settings and vessels. A general linear mixed model for repeated measures was used to assess within- and between-system mean GSM values. RESULTS Grayscale median measurements performed on images from the same US system yielded excellent (CCC) (95% confidence intervals): 0.85 (0.75, 0.92) to 0.96 (0.92, 0.98). ICC per system were 0.94 to 0.98 for the expert reader and 0.85 to 0.95 for the novice reader. Gain adjustments above and below an optimal setting contributed to significantly different intrasystem GSM values on 4 of 7 systems in the near zone and 5 of 7 systems in the far zone (P < .05). Intersystem GSM values differed on 5 of 7 systems (P < .05). Images from the human participants showed differences in GSM values at optimum gain values ± 10 dB/%. CONCLUSIONS Grayscale median measurements are highly reproducible when obtained from the same US system with similar gain settings. Grayscale median values differ significantly across gain values and between systems. Researchers should consider the impact of US system and gain settings on GSM values when working to minimize system- and operator-dependent factors.
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Affiliation(s)
- Catherine N Steffel
- Department of Medical Physics, University of Wisconsin Atherosclerosis Imaging Research Program, Madison, Wisconsin USA
| | - Roger Brown
- Research Design and Statistics Unit, University of Wisconsin Schools of Nursing, Medicine, and Public Health, Madison, Wisconsin USA
| | - Claudia E Korcarz
- Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin Atherosclerosis Imaging Research Program, Madison, Wisconsin USA
| | - Tomy Varghese
- Department of Medical Physics, University of Wisconsin Atherosclerosis Imaging Research Program, Madison, Wisconsin USA
| | - James H Stein
- Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin Atherosclerosis Imaging Research Program, Madison, Wisconsin USA
| | - Stephanie M Wilbrand
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin USA
| | - Robert J Dempsey
- Department of Neurological Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin USA
| | - Carol C Mitchell
- Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin Atherosclerosis Imaging Research Program, Madison, Wisconsin USA
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Berroug J, Korcarz CE, Mitchell CK, Weber JM, Tian L, McDermott MM, Stein JH. Brachial artery intima-media thickness and grayscale texture changes in patients with peripheral artery disease receiving supervised exercise training in the PROPEL randomized clinical trial. Vasc Med 2018; 24:12-22. [PMID: 30418100 DOI: 10.1177/1358863x18804050] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
We performed an exploratory analysis to evaluate the effects of a treadmill exercise program on brachial artery (BA) intima-media thickness (IMT) and three BA grayscale ultrasound measures that may indicate subclinical arterial injury. Data were from a clinical trial in individuals with peripheral artery disease who were randomly assigned to treadmill exercise training or attention control. B-mode ultrasonography was performed at baseline and after 26 weeks. BA IMT, grayscale median (GSM), entropy, and gray-level difference statistic-contrast (GLDS-CON) were measured by a single reader. The 184 participants were (mean (SD)) 66.7 (8.2) years old and had an ankle-brachial index of 0.70 (0.18). Exercise training was associated with a 0.01 (0.06) mm ( p = 0.025) reduction in BA IMT compared to 0.00 (0.05) mm ( p = 0.807) in the control group (between-group p = 0.061). BA GSM, entropy, and GLDS-CON did not change significantly with exercise. Improvements in the 6-minute walk distance correlated with increases in resting BA blood flow ( r = 0.23, p = 0.032), flow-mediated dilation ( r = 0.24, p = 0.022), diameter ( r = 0.29, p = 0.005), entropy ( r = 0.21, p = 0.047), and GLDS-CON ( r = 0.22, p = 0.041). In a post hoc analysis, BA IMT improved significantly with treadmill exercise training but did not change with attention control; however, the between-group difference did not reach statistical significance. With exercise, improvements in the 6-minute walk distance were associated with improved endothelial function, increased resting blood flow, and BA dilation, as well as higher grayscale entropy and GLDS-CON, indicating that lower extremity exercise is associated with salutary changes in upper-extremity arterial wall structure and function. ClinicalTrials.gov Identifier: NCT01408901.
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Affiliation(s)
- Jack Berroug
- 1 Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Claudia E Korcarz
- 1 Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Carol Kc Mitchell
- 1 Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - JoAnne M Weber
- 1 Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Lu Tian
- 2 Stanford University School of Medicine, Stanford, CA, USA
| | - Mary M McDermott
- 3 Departments of Medicine and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - James H Stein
- 1 Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
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Jashari F, Ibrahimi P, Johansson E, Grönlund C, Wester P, Henein MY. Carotid IM-GSM is better than IMT for identifying patients with multiple arterial disease. SCAND CARDIOVASC J 2018; 52:93-99. [PMID: 29402147 DOI: 10.1080/14017431.2018.1435903] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
OBJECTIVE Atherosclerosis is a systemic inflammatory disease that can affect more than one arterial bed simultaneously. The aim of this study was to determine the relationship between ultrasound markers of atherosclerosis and multiple arterial disease. DESIGN We have included 87 currently asymptomatic carotid disease patients (mean age 69 ± 6 year, 34% females) in this study. Intima media thickness (IMT) and intima media-grey scale median (IM-GSM) were measured in the common carotid artery (CCA), and correlated with previous and/or current atherosclerotic vascular disease in the coronary, carotid and lower extremities. Patients were divided into three groups: (1) asymptomatic, (2) previous symptoms in one arterial territory and (3) previous symptoms in multiple arterial territories. RESULTS Patients with previous disease in the coronary arteries had higher IMT (p = .034) and lower IM-GSM (p < .001), and those with prior stroke had lower IM-GSM (p = .007). Neither IMT nor IM-GSM was different between patients with and without previous lower extremity vascular disease. IM-GSM was significantly different between groups, it decreased significantly with increasing number of arterial territories affected (37.7 ± 15.4 vs. 29.3 ± 16.4 vs. 20.7 ± 12.9) p < .001, for asymptomatic, symptoms in one and in multiple arterial systems, respectively. Conventional IMT was not significantly different between groups p = .49. CONCLUSION Carotid IMT was higher and IM-GSM lower in patients with symptomatic nearby arterial territories but not in those with peripheral disease. In contrast to conventional IMT, IM-GSM can differentiate between numbers of arterial territories affected by atherosclerosis, suggesting that it is a better surrogate for monitoring multiple arterial territory disease.
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Affiliation(s)
- Fisnik Jashari
- a Department of Public Health and Clinical Medicine , Umeå University , Umeå , Sweden
| | - Pranvera Ibrahimi
- a Department of Public Health and Clinical Medicine , Umeå University , Umeå , Sweden
| | - Elias Johansson
- a Department of Public Health and Clinical Medicine , Umeå University , Umeå , Sweden.,b Department of Pharmacology and Clinical Neuroscience , Umeå University , Umeå , Sweden
| | - Christer Grönlund
- c Department of Biomedical Engineering-Radiation Sciences , Umeå University , Umeå , Sweden
| | - Per Wester
- a Department of Public Health and Clinical Medicine , Umeå University , Umeå , Sweden.,d Department of Clinical Sciences , Danderyds Hospital, Karolinska Institute , Stockholm , Sweden
| | - Michael Y Henein
- a Department of Public Health and Clinical Medicine , Umeå University , Umeå , Sweden
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Mitchell C, Piper ME, Korcarz CE, Hansen K, Weber J, Fiore MC, Baker TB, Stein JH. Echogenicity of the carotid arterial wall in active smokers. JOURNAL OF DIAGNOSTIC MEDICAL SONOGRAPHY 2017; 34:161-168. [PMID: 30035269 DOI: 10.1177/8756479317747226] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
This pilot study evaluated associations between carotid wall echogenicity, cardiovascular disease (CVD) risk factors, and three markers of smoking heaviness in a cohort of active smokers. Common carotid artery (CCA) grayscale median (GSM) values were measured from sonographic images. Univariable correlations and exploratory multivariable models were used to determine associations between CCA GSM, CVD risk factors, and measures of smoking heaviness. CCA GSM was measured in 162 smokers and was correlated inversely with cigarettes smoked/day (r=-0.16, p=0.048), pack-years (r=-0.204, p=0.009), CVD risk factors such as age, male sex, waist circumference, and low-density lipoprotein cholesterol (all p≤0.03) and positively with high-density lipoprotein cholesterol (p<0.001). Associations between CCA GSM and smoking heaviness markers were not statistically significant after adjustment for traditional risk factors. The results from this pilot study demonstrate the feasibility of measuring the GSM value of the CCA far wall and its association with measures of smoking heaviness and traditional CVD risk factors among current smokers.
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Affiliation(s)
- Carol Mitchell
- Department of Medicine, Cardiovascular Medicine Division, University of Wisconsin Atherosclerosis Imaging Research Program, University of Wisconsin School of Medicine and Public Health, Madison WI, USA, 600 Highland Ave., Madison, WI 53792
| | - Megan E Piper
- Department of Medicine, University of Wisconsin Center for Tobacco Research and Intervention, University of Wisconsin School of Medicine and Public Health, Madison WI, USA, 750 Highland Ave, Madison, WI 53726
| | - Claudia E Korcarz
- Department of Medicine, Cardiovascular Medicine Division, University of Wisconsin Atherosclerosis Imaging Research Program, University of Wisconsin School of Medicine and Public Health, Madison WI, USA, 600 Highland Ave., Madison, WI 53792
| | - Kristin Hansen
- Department of Medicine, Cardiovascular Medicine Division, University of Wisconsin Atherosclerosis Imaging Research Program, University of Wisconsin School of Medicine and Public Health, Madison WI, USA, 600 Highland Ave., Madison, WI 53792
| | - JoAnne Weber
- Department of Medicine, Cardiovascular Medicine Division, University of Wisconsin Atherosclerosis Imaging Research Program, University of Wisconsin School of Medicine and Public Health, Madison WI, USA, 600 Highland Ave., Madison, WI 53792
| | - Michael C Fiore
- Department of Medicine, University of Wisconsin Center for Tobacco Research and Intervention, University of Wisconsin School of Medicine and Public Health, Madison WI, USA, 750 Highland Ave, Madison, WI 53726
| | - Timothy B Baker
- Department of Medicine, University of Wisconsin Center for Tobacco Research and Intervention, University of Wisconsin School of Medicine and Public Health, Madison WI, USA, 750 Highland Ave, Madison, WI 53726
| | - James H Stein
- Department of Medicine, Cardiovascular Medicine Division, University of Wisconsin Atherosclerosis Imaging Research Program, University of Wisconsin School of Medicine and Public Health, Madison WI, USA, 600 Highland Ave., Madison, WI 53792
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Clustering of cardiovascular risk factors and carotid intima-media thickness: The USE-IMT study. PLoS One 2017; 12:e0173393. [PMID: 28323823 PMCID: PMC5360240 DOI: 10.1371/journal.pone.0173393] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Accepted: 02/20/2017] [Indexed: 01/23/2023] Open
Abstract
Background The relation of a single risk factor with atherosclerosis is established. Clinically we know of risk factor clustering within individuals. Yet, studies into the magnitude of the relation of risk factor clusters with atherosclerosis are limited. Here, we assessed that relation. Methods Individual participant data from 14 cohorts, involving 59,025 individuals were used in this cross-sectional analysis. We made 15 clusters of four risk factors (current smoking, overweight, elevated blood pressure, elevated total cholesterol). Multilevel age and sex adjusted linear regression models were applied to estimate mean differences in common carotid intima-media thickness (CIMT) between clusters using those without any of the four risk factors as reference group. Results Compared to the reference, those with 1, 2, 3 or 4 risk factors had a significantly higher common CIMT: mean difference of 0.026 mm, 0.052 mm, 0.074 mm and 0.114 mm, respectively. These findings were the same in men and in women, and across ethnic groups. Within each risk factor cluster (1, 2, 3 risk factors), groups with elevated blood pressure had the largest CIMT and those with elevated cholesterol the lowest CIMT, a pattern similar for men and women. Conclusion Clusters of risk factors relate to increased common CIMT in a graded manner, similar in men, women and across race-ethnic groups. Some clusters seemed more atherogenic than others. Our findings support the notion that cardiovascular prevention should focus on sets of risk factors rather than individual levels alone, but may prioritize within clusters.
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Carotid Intima-media Thickness and its Association with Conventional Risk Factors in Low-income Adults: A Population-based Cross-Sectional Study in China. Sci Rep 2017; 7:41500. [PMID: 28134279 PMCID: PMC5278383 DOI: 10.1038/srep41500] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2016] [Accepted: 12/20/2016] [Indexed: 01/07/2023] Open
Abstract
Carotid intima-media thickness (CIMT) is an established predictor of cardiovascular disease and stroke. However, risk factors associated with CIMT remain unclear. Therefore, we aimed to identify factors associated with CIMT in a low-income Chinese population. Stroke-free and cardiovascular disease-free residents aged ≥45 years were recruited. B-mode ultrasonography was performed to measure CIMT. The mean age of participants (n = 3789) was 59.92 years overall, 61.13 years in men, and 59.07 years in women (P < 0.001). Male sex, older age, low education level, smoking, hypertension, and high systolic blood pressure, fasting blood glucose, and low-density lipoprotein cholesterol levels were independent determinants of mean CIMT. Mean CIMT was higher by 18.07 × 10−3 mm in hypertensive compared to normotensive participants (P < 0.001), by 19.03 × 10−3 mm in men compared to women (P < 0.001), and by 9.82 × 10−3 mm in smokers compared to never smokers (P < 0.001). However, mean CIMT decreased by 1.07, 0.37, and 2.36 × 10−3 mm per 1-unit increase in education level, diastolic blood pressure, and triglycerides, respectively. It is important to manage conventional risk factors in low-income populations to decrease stroke incidence.
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Eikendal ALM, Groenewegen KA, Bots ML, Peters SAE, Uiterwaal CSPM, den Ruijter HM. Relation Between Adolescent Cardiovascular Risk Factors and Carotid Intima-Media Echogenicity in Healthy Young Adults: The Atherosclerosis Risk in Young Adults (ARYA) Study. J Am Heart Assoc 2016; 5:JAHA.115.002941. [PMID: 27172911 PMCID: PMC4889174 DOI: 10.1161/jaha.115.002941] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Background Echogenicity is an ultrasound measure that reflects arterial wall composition. In adult populations, lower carotid intima‐media echogenicity relates to an unfavorable cardiovascular risk burden yet appears to reflect a different aspect of arterial wall remodeling than carotid intima‐media thickness (CIMT). Since studies on carotid intima‐media echogenicity earlier in life are lacking, we investigated associations between adolescent cardiovascular risk factors and young adulthood carotid intima‐media echogenicity and compared this to CIMT. Methods and Results In 736 participants of the Atherosclerosis Risk in Young Adults study, information on adolescent anthropometrics, puberty stage, and systolic blood pressure (SBP) was available. In young adulthood, demographics, anthropometrics, and fasting plasma samples were collected. Common CIMT and echogenicity, quantified as gray‐scale median (GSM), were evaluated using B‐mode ultrasonography. Lower and higher GSM values, respectively, represented lower and higher echogenicity. Associations of adolescent body mass index and SBP with young adulthood GSM and CIMT were evaluated using linear regression analysis. Mean age was 13.5 years in adolescence and 28.4 years in young adulthood (difference: 14.9 years). After full adjustment, adolescent body mass index related to GSM (β=−1.62/SD; 95% CI: −2.79, −0.46; P=0.006), independent of CIMT. Adolescent SBP did not relate to GSM. Moreover, adolescent body mass index (β=8.06 μm/SD [95% CI: 4.12, 11.99], P<0.001) and SBP (β=4.69 μm/SD [95% CI: 0.84, 8.54], P=0.02) related to CIMT. Conclusions Adolescent body mass index related to GSM and CIMT in young adulthood; SBP only related to CIMT. Hence, carotid intima‐media echogenicity appears to be involved in arterial wall remodeling, yet may mimic a different facet of this process than CIMT.
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Affiliation(s)
- Anouk L M Eikendal
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Karlijn A Groenewegen
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Michiel L Bots
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Sanne A E Peters
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands The George Institute for Global Health, University of Oxford, United Kingdom
| | - Cuno S P M Uiterwaal
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Hester M den Ruijter
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht, The Netherlands
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Tiozzo E, Gardener H, Hudson BI, Dong C, Della-Morte D, Crisby M, Goldberg RB, Elkind MSV, Cheung YK, Wright CB, Sacco RL, Desvarieux M, Rundek T. Subfractions of High-Density Lipoprotein-Cholesterol and Carotid Intima-Media Thickness: The Northern Manhattan Study. Stroke 2016; 47:1508-13. [PMID: 27165951 DOI: 10.1161/strokeaha.115.012009] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Accepted: 04/12/2016] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Recent drug trials have challenged the high-density lipoprotein-cholesterol (HDL-C) antiatherosclerotic hypothesis, suggesting that total level of HDL-C may not be the best target for intervention. HDL-C subfractions may be better markers of vascular risk than total levels of HDL-C. The objective of this cross-sectional study was to investigate the relationship between HDL2-C and HDL3-C fractions and carotid intima-media thickness (cIMT) in the population-based Northern Manhattan Study. METHODS We evaluated 988 stroke-free participants (mean age, 66±8 years; 60% women; 66% Hispanic, and 34% non-Hispanic) with available data on HDL-C subfractions using precipitation method and cIMT assessed by a high-resolution carotid ultrasound. The associations between HDL-C subfractions and cIMT were analyzed by multiple linear regression models. RESULTS The mean HDL2-C was 14±8 mg/dL, HDL3-C 32±8 mg/dL, and the mean total HDL-C was 46±14 mg/dL. The mean cIMT was 0.90±0.08 mm. After controlling for demographics and vascular risk factors, HDL2-C and total HDL-C were inversely associated with cIMT (per 2 SDs, β=-0.017, P=0.001 and β=-0.012, P=0.03, respectively). The same inverse association was more pronounced among those with diabetes mellitus (per 2SDs, HDL2-C: β=-0.043, P=0.003 and HDL-C: β=-0.029, P=0.02). HDL3-C was not associated with cIMT. CONCLUSIONS HDL2-C had greater effect on cIMT than HDL3-C in this large urban population. The effect of HDL2-C was especially pronounced among individuals with diabetes mellitus. More research is needed to determine antiatherosclerotic effects of HDL-C subfractions and their clinical relevance.
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Affiliation(s)
- Eduard Tiozzo
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.).
| | - Hannah Gardener
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
| | - Barry I Hudson
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
| | - Chuanhui Dong
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
| | - David Della-Morte
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
| | - Milita Crisby
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
| | - Ronald B Goldberg
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
| | - Mitchell S V Elkind
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
| | - Ying Kuen Cheung
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
| | - Clinton B Wright
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
| | - Ralph L Sacco
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
| | - Moise Desvarieux
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
| | - Tatjana Rundek
- From the Department of Psychiatry and Behavioral Sciences, Miller School of Medicine (E.T.), Department of Neurology, Miller School of Medicine (E.T., H.G., C.D., D.D.-M., C.B.W., R.L.S., T.R.), Division of Endocrinology, Diabetes and Metabolism (B.I.H.), Diabetes Research Institute and Lipid Disorder Clinic (R.B.G.), and Department of Public Health Sciences (R.L.S.), University of Miami, FL; Department of System Medicine, University of Rome Tor Vergata, Rome, Italy (D.D.-M.); Biomarker Discovery and Advanced Technologies (BioDAT), IRCCS San Raffaele Pisana, Rome, Italy (D.D.-M.); Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Stockholm, Sweden (M.C.); Department of Neurology, Columbia University College of Physicians and Surgeons, New York, NY (M.S.V.E.); Department of Biostatistics (Y.K.C.) and Department of Epidemiology (M.D.), Mailman School of Public Health, Columbia University, New York, NY; and Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS-UMR1153), Paris, France (M.D.)
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Aizawa K, Elyas S, Adingupu DD, Casanova F, Gooding KM, Shore AC, Strain WD, Gates PE. Echogenicity of the Common Carotid Artery Intima-Media Complex in Stroke. ULTRASOUND IN MEDICINE & BIOLOGY 2016; 42:1130-1137. [PMID: 26944528 DOI: 10.1016/j.ultrasmedbio.2016.01.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2015] [Revised: 12/18/2015] [Accepted: 01/12/2016] [Indexed: 06/05/2023]
Abstract
The grey-scale median of the common carotid artery intima-media complex (IM-GSM) characterizes arterial wall composition, and a low IM-GSM is associated with increased cardiovascular mortality in the elderly. We aimed to determine differences in the IM-GSM between a cohort with cerebrovascular disease and a healthy cohort. Eighty-two healthy individuals (control group: 63.2 ± 8.7 y) and 96 patients with either stroke or transient ischemic attacks (CRVD group: 68.6 ± 9.8 y) were studied. Common carotid artery intima-media thickness and IM-GSM obtained by ultrasound were analyzed using semi-automated edge-detection software. The IM-GSM was significantly lower in the CRVD group than in the control group (106 ± 24 vs. 124 ± 27 au, p < 0.001). The IM-GSM was similar for the infarct and non-infarct sides in CRVD. In the pooled cohort of all participants, the lower the quartile of IM-GSM, the greater were the carotid artery intima-media thickness and carotid artery remodeling. These results suggest the presence of an altered atherosclerotic phenotype in the intima-media complex of CRVD patients that can be detected by ultrasound.
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Affiliation(s)
- Kunihiko Aizawa
- Diabetes and Vascular Medicine Research Centre, University of Exeter Medical School, Exeter, UK; NIHR Exeter Clinical Research Facility, Exeter, UK.
| | - Salim Elyas
- Diabetes and Vascular Medicine Research Centre, University of Exeter Medical School, Exeter, UK; NIHR Exeter Clinical Research Facility, Exeter, UK; Royal Devon and Exeter NHS Foundation Trust, Exeter, UK
| | - Damilola D Adingupu
- Diabetes and Vascular Medicine Research Centre, University of Exeter Medical School, Exeter, UK; NIHR Exeter Clinical Research Facility, Exeter, UK
| | - Francesco Casanova
- Diabetes and Vascular Medicine Research Centre, University of Exeter Medical School, Exeter, UK; NIHR Exeter Clinical Research Facility, Exeter, UK
| | - Kim M Gooding
- Diabetes and Vascular Medicine Research Centre, University of Exeter Medical School, Exeter, UK; NIHR Exeter Clinical Research Facility, Exeter, UK
| | - Angela C Shore
- Diabetes and Vascular Medicine Research Centre, University of Exeter Medical School, Exeter, UK; NIHR Exeter Clinical Research Facility, Exeter, UK
| | - W David Strain
- Diabetes and Vascular Medicine Research Centre, University of Exeter Medical School, Exeter, UK; NIHR Exeter Clinical Research Facility, Exeter, UK; Royal Devon and Exeter NHS Foundation Trust, Exeter, UK
| | - Phillip E Gates
- Diabetes and Vascular Medicine Research Centre, University of Exeter Medical School, Exeter, UK; NIHR Exeter Clinical Research Facility, Exeter, UK
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Lechareas S, Yanni AE, Golemati S, Chatziioannou A, Perrea D. Ultrasound and Biochemical Diagnostic Tools for the Characterization of Vulnerable Carotid Atherosclerotic Plaque. ULTRASOUND IN MEDICINE & BIOLOGY 2016; 42:31-43. [PMID: 26493239 DOI: 10.1016/j.ultrasmedbio.2015.09.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Revised: 08/10/2015] [Accepted: 09/04/2015] [Indexed: 06/05/2023]
Abstract
Stroke is a leading cause of morbidity and mortality worldwide, and characterization of vulnerable carotid plaque remains the spearhead of scientific research. Plaque destabilization, the key factor that induces the series of events leading to the clinical symptoms of carotid artery disease, is a consequence of complex mechanical, structural and biochemical processes. Novel imaging and molecular markers have been studied as predictors of disease outcome with promising results. The aim of this review is to present the current state of research on the association between ultrasound-derived echogenicity indices and blood parameters indicative of carotid plaque stability and activity. Bibliographic research revealed that there are limited available data. Among the biomarkers studied, those related to oxidative stress, lipoproteins and diabetes/insulin resistance are associated with echolucent plaques, whereas adipokines are associated with echogenic plaques. Biomarkers of inflammation and coagulation have not exhibited any conclusive relationship with plaque echogenicity, and it is not possible to come to any conclusion regarding calcification-, apoptosis- and neo-angiogenesis-related parameters because of the extremely limited bibliographic data.
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Affiliation(s)
- Simeon Lechareas
- Laboratory for Experimental Surgery and Surgery Research, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Amalia E Yanni
- Laboratory for Experimental Surgery and Surgery Research, Medical School, National and Kapodistrian University of Athens, Athens, Greece; Department of Nutrition and Dietetics, Harokopio University of Athens, Athens, Greece.
| | - Spyretta Golemati
- Intensive Care Unit, Evangelismos Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Achilles Chatziioannou
- Department of Interventional Radiology, Aretaieion University Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Despoina Perrea
- Laboratory for Experimental Surgery and Surgery Research, Medical School, National and Kapodistrian University of Athens, Athens, Greece
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Ring M, Eriksson MJ, Fritz T, Nyberg G, Östenson CG, Krook A, Zierath JR, Caidahl K. Influence of physical activity and gender on arterial function in type 2 diabetes, normal and impaired glucose tolerance. Diab Vasc Dis Res 2015; 12:315-24. [PMID: 26092821 PMCID: PMC4527971 DOI: 10.1177/1479164115588548] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
To determine whether Nordic walking improves cardiovascular function in middle-aged women and men, we included 121 with normal glucose tolerance, 33 with impaired glucose tolerance and 47 with Type 2 diabetes mellitus in a randomized controlled study. The intervention group added Nordic walking 5 h/week for 4 months to their ordinary activities. Aortic pulse wave velocity, aortic augmentation index, stiffness index, reflection index, intima-media thickness in the radial and carotid arteries, echogenicity of the carotid intima-media and systemic vascular resistance were measured. While baseline blood pressure did not differ by gender or diagnosis, aortic augmentation index was found to be higher in women in all groups. Vascular function was unchanged with intervention, without differences by gender or diagnosis. In conclusion, 4 months of Nordic walking is an insufficient stimulus to improve vascular function. Future studies should consider hard endpoints in addition to measures of vascular health, as well as larger population groups, long-term follow-up and documented compliance to exercise training.
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Affiliation(s)
- Margareta Ring
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden Department of Clinical Physiology, Karolinska University Hospital, Stockholm, Sweden
| | - Maria J Eriksson
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden Department of Clinical Physiology, Karolinska University Hospital, Stockholm, Sweden
| | - Tomas Fritz
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden Sickla Hälsocenter, Nacka, Sweden
| | - Gunnar Nyberg
- Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
| | - Claes Göran Östenson
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden Department of Endocrinology and Diabetology, Karolinska University Hospital, Stockholm, Sweden
| | - Anna Krook
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Juleen R Zierath
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Kenneth Caidahl
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden Department of Clinical Physiology, Karolinska University Hospital, Stockholm, Sweden Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
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Jung M, Parrinello CM, Xue X, Mack WJ, Anastos K, Lazar JM, Selzer RH, Shircore AM, Plankey M, Tien P, Cohen M, Gange SJ, Hodis HN, Kaplan RC. Echolucency of the carotid artery intima-media complex and intima-media thickness have different cardiovascular risk factor relationships: the Women's Interagency HIV Study. J Am Heart Assoc 2015; 4:jah3839. [PMID: 25699995 PMCID: PMC4345869 DOI: 10.1161/jaha.114.001405] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background Adults infected with HIV have increased atherosclerosis potentially associated with both HIV and non‐HIV associated factors. We characterized risk factors for atherosclerosis as measured by noninvasive vascular imaging. Methods and Results We used B‐mode ultrasound to examine levels and correlates of echogenicity and vessel wall thickness of the carotid artery intima‐media complex in 1282 HIV‐infected and 510 HIV‐uninfected women of the Women's Interagency HIV Study. Levels of gray scale median (GSM, a measure of echogenicity) did not vary between HIV infection groups. In both groups, smokers had increased GSM, whereas age, diabetes, elevated blood pressure, and high BMI were associated with lower (rather than higher) GSM. Each of these non‐lipid CVD risk factors, especially age and blood pressure, was also associated with higher levels of carotid artery intima‐media thickness (cIMT). Higher serum triglyceride levels were associated with lower GSM in both HIV‐infected and HIV‐uninfected groups. Additional lipid risk factors for low GSM including high LDL cholesterol and low HDL cholesterol levels were identified in HIV uninfected but not in HIV infected women. In contrast to findings for GSM, among the lipid parameters only LDL cholesterol level had an association with cIMT, which was observed only in the HIV uninfected group. Conclusions Lipid and non‐lipid risk factor associations with echolucency of the carotid artery and the thickness of the common carotid artery intima‐media layer suggest that these measures capture different aspects of atherosclerosis.
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Affiliation(s)
- Molly Jung
- Department of Epidemiology, Albert Einstein College of Medicine, Bronx, NY (M.J., X.X., K.A., R.C.K.)
| | - Christina M Parrinello
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (C.M.P., S.J.G.)
| | - Xiaonan Xue
- Department of Epidemiology, Albert Einstein College of Medicine, Bronx, NY (M.J., X.X., K.A., R.C.K.)
| | - Wendy J Mack
- Atherosclerosis Research Unit, Department of Medicine, University of Southern California, Los Angeles, CA (W.J.M., R.H.S., A.M.S., H.N.H.)
| | - Kathryn Anastos
- Department of Epidemiology, Albert Einstein College of Medicine, Bronx, NY (M.J., X.X., K.A., R.C.K.)
| | - Jason M Lazar
- Department of Medicine, Downstate Medical Center, State University of New York, Brooklyn, NY (J.M.L.)
| | - Robert H Selzer
- Atherosclerosis Research Unit, Department of Medicine, University of Southern California, Los Angeles, CA (W.J.M., R.H.S., A.M.S., H.N.H.)
| | - Anne M Shircore
- Atherosclerosis Research Unit, Department of Medicine, University of Southern California, Los Angeles, CA (W.J.M., R.H.S., A.M.S., H.N.H.)
| | - Michael Plankey
- Department of Medicine, Georgetown University Medical Center, Washington, DC (M.P.)
| | - Phyllis Tien
- Department of Medicine, University of California, San Francisco, CA (P.T.) San Francisco Veterans Affairs Medical Center, San Francisco, CA (P.T.)
| | - Mardge Cohen
- Department of Medicine, Stroger Hospital and Rush University, Chicago, IL (M.C.)
| | - Stephen J Gange
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (C.M.P., S.J.G.)
| | - Howard N Hodis
- Atherosclerosis Research Unit, Department of Medicine, University of Southern California, Los Angeles, CA (W.J.M., R.H.S., A.M.S., H.N.H.)
| | - Robert C Kaplan
- Department of Epidemiology, Albert Einstein College of Medicine, Bronx, NY (M.J., X.X., K.A., R.C.K.)
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Liu LK, Lee WJ, Chen LY, Hwang AC, Lin MH, Peng LN, Chen LK. Sarcopenia, and its association with cardiometabolic and functional characteristics in Taiwan: results from I-Lan Longitudinal Aging Study. Geriatr Gerontol Int 2014; 14 Suppl 1:36-45. [PMID: 24450559 DOI: 10.1111/ggi.12208] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/05/2013] [Indexed: 12/25/2022]
Abstract
AIM Sarcopenia is a well-recognized geriatric syndrome, which is associated with a variety of adverse outcomes. The present study aimed to evaluate the prevalence of sarcopenia and its associative clinical characteristics in Taiwan. METHODS Data of the I-Lan Longitudinal Aging Study (ILAS) were retrieved for this study. Sarcopenia was defined according to the European Working Group on Sarcopenia in Older People criteria, and comparisons of demographic characteristics, physical performance, body composition, cardiometabolic profiles and functionality indicators were carried out. RESULTS Overall, data of 1008 participants (mean age 65.2 ± 9.3 years, male 50.6%) were retrieved for analysis. The cut-off value of relative appendicular skeletal muscle was 7.0 kg/m(2) for men and 5.9 kg/m(2) for women. Sarcopenia was significantly related to low body mass index, smaller waist circumference, poor nutrition and poor cognition. The mean carotid intima-media thickness and cardiometabolic parameters showed no statistically significant findings. CONCLUSIONS The present paper showed the epidemiology of sarcopenia, and the strong connection to functionality indicators. However, sarcopenia was not associated with cardiometabolic risk or carotid intima media thickness in the present study.
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Affiliation(s)
- Li-Kuo Liu
- Aging and Health Research Center, National Yang Ming University, Taipei, Taiwan; Center for Geriatrics and Gerontology, Taipei Veterans General Hospital, Taipei, Taiwan
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Naqvi TZ, Lee MS. Carotid intima-media thickness and plaque in cardiovascular risk assessment. JACC Cardiovasc Imaging 2014; 7:1025-38. [PMID: 25051948 DOI: 10.1016/j.jcmg.2013.11.014] [Citation(s) in RCA: 393] [Impact Index Per Article: 39.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2013] [Revised: 11/11/2013] [Accepted: 11/15/2013] [Indexed: 12/12/2022]
Abstract
Carotid intima-media thickness (CIMT) has been shown to predict cardiovascular (CV) risk in multiple large studies. Careful evaluation of CIMT studies reveals discrepancies in the comprehensiveness with which CIMT is assessed-the number of carotid segments evaluated (common carotid artery [CCA], internal carotid artery [ICA], or the carotid bulb), the type of measurements made (mean or maximum of single measurements, mean of the mean, or mean of the maximum for multiple measurements), the number of imaging angles used, whether plaques were included in the intima-media thickness (IMT) measurement, the report of adjusted or unadjusted models, risk association versus risk prediction, and the arbitrary cutoff points for CIMT and for plaque to predict risk. Measuring the far wall of the CCA was shown to be the least variable method for assessing IMT. However, meta-analyses suggest that CCA-IMT alone only minimally improves predictive power beyond traditional risk factors, whereas inclusion of the carotid bulb and ICA-IMT improves prediction of both cardiac risk and stroke risk. Carotid plaque appears to be a more powerful predictor of CV risk compared with CIMT alone. Quantitative measures of plaques such as plaque number, plaque thickness, plaque area, and 3-dimensional assessment of plaque volume appear to be progressively more sensitive in predicting CV risk than mere assessment of plaque presence. Limited data show that plaque characteristics including plaque vascularity may improve CV disease risk stratification further. IMT measurement at the CCA, carotid bulb, and ICA that allows inclusion of plaque in the IMT measurement or CCA-IMT measurement along with plaque assessment in all carotid segments is emerging as the focus of carotid artery ultrasound imaging for CV risk prediction.
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Affiliation(s)
- Tasneem Z Naqvi
- Echocardiography Laboratory, Mayo Clinic, Scottsdale, Arizona; Cardiac Noninvasive Laboratories, Keck School of Medicine, University of Southern California, Los Angeles, California.
| | - Ming-Sum Lee
- Cardiac Noninvasive Laboratories, Keck School of Medicine, University of Southern California, Los Angeles, California
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Irie Y, Katakami N, Kaneto H, Takahara M, Sakamoto K, Kosugi K, Shimomura I. The risk factors associated with ultrasonic tissue characterization of carotid plaque in type 2 diabetic patients. J Diabetes Complications 2014; 28:523-7. [PMID: 24746439 DOI: 10.1016/j.jdiacomp.2014.03.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2013] [Revised: 03/01/2014] [Accepted: 03/13/2014] [Indexed: 11/21/2022]
Abstract
AIMS Little is known about the related factors of plaque echogenicity in diabetic subjects. METHODS This was a single-center, retrospective, study investigating a subgroup of patients of a previously published trial. We enrolled 179 middle-aged and older Japanese type 2 diabetic patients with carotid plaque, and examined the parameters related with echogenicity of carotid plaque evaluated by gray-scale median (GSM). RESULTS Proportion of males and body mass index (BMI) were significantly higher and HDL-cholesterol was significantly lower in the patients with low GSM (< 48) plaques (n = 89) as compared to those without it (n = 90). A multiple logistic regression analysis with gender, BMI, and HDL-cholesterol as independent variables and the presence of low GSM plaques as an objective variable showed that male (odds ratio (OR) 2.36, 95%CI 1.05-5.31, p = 0.037) and BMI (OR 1.12 [1.01-1.24], p = 0.029) were independently associated with low GSM plaques. Another multiple logistic regression analysis with gender, BMI, and low-HDL-cholesterolemia (HDL-C < 40 mg/dl) as independent variables showed that low-HDL-cholesterolemia (OR 2.30 [1.03-5.13], p = 0.042) and BMI (OR 1.11 [1.00-1.22], p = 0.046) were independently associated with low GSM plaques. CONCLUSIONS Our study suggests that gender, BMI and low-HDL-cholesterol are important determinants of the content of the vascular wall in diabetic subjects.
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Affiliation(s)
- Yoko Irie
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine
| | - Naoto Katakami
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine; Department of Metabolism and Atherosclerosis, Osaka University Graduate School of Medicine.
| | - Hideaki Kaneto
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine
| | - Mitsuyoshi Takahara
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine
| | | | | | - Iichiro Shimomura
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine
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The impact of variability in ultrasound settings on the measured echolucency of the carotid intima-media. J Hypertens 2014; 31:1861-7. [PMID: 23868083 DOI: 10.1097/hjh.0b013e3283623548] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND B-mode ultrasound measurements of the echolucency of the carotid intima-media may hold information on cardiovascular risk. The information obtained from this measurement may depend on which gain settings are used. We studied the effect of gain settings on echolucency measurements and its consequences on risk factor relations and treatment effects. METHODS We used two approaches. In the first, we examined the relationship between calibration, gain and common grey-scale median (GSM) from repeated ultrasound images obtained from four healthy individuals at gain settings ranging from -20 to 20 dB. In the second, we evaluated the effect of gain settings on the relation of risk factors and statin treatment with common GSM, using images from 325 participants of the Measuring Effects on Intima-Media Thickness: an Evaluation of Rosuvastatin (METEOR) study with documented gain settings. Echolucency of the carotid intima-media was measured from ultrasound images using PaintShop Pro and Artery Measurement Software and expressed as GSM. RESULTS In healthy individuals, common GSM increased with increments in gain setting, primarily when the measurements were not calibrated. In the METEOR study sample, age and sex were significantly related to gain setting. The risk factor relations with common GSM were of the same magnitude and direction after adjustment for gain setting. Furthermore, adjustment for gain setting did not alter the rates of GSM change over time. CONCLUSION Extreme variability in gain settings has a major impact on the echolucency measurements of the far wall common carotid intima-media. Calibration should be used to adjust for these effects of gain settings. Variability in gain settings, however, seems limited in real practice and did not change the direction and magnitude of the relations under study. However, as age and sex are major determinants of gain settings, adjustment for or stratification by age and sex is recommended in studies into echolucency of the carotid intima-media in situations in which gain settings are unknown.
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38
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Saigusa T, Izawa A, Miura T, Ebisawa S, Shiba Y, Miyashita Y, Tomita T, Koyama J, Fukui D, Takano T, Amano J, Ikeda U. Low Levels of High-Density Lipoprotein Cholesterol Predict the Presence of Coronary Artery Disease in Patients With Aortic Aneurysms. Angiology 2013; 65:710-5. [DOI: 10.1177/0003319713502391] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
To identify predictors of the presence of coronary artery disease (CAD) in patients with planned surgery for aortic aneurysms, we reviewed clinical profiles and angiography records of 191 patients with aortic aneurysms (34 thoracic, 137 abdominal, and 20 thoracoabdominal; 162 men; mean age, 75.2 ± 7.7 years). The incidence of CAD was 38.7% among all the patients. Patients with CAD had significantly low levels of high-density lipoprotein cholesterol (HDL-C) as compared with patients without CAD (45 ± 9 vs 51 ± 13 mg/dL; P = .009). Multivariate analysis showed that only low HDL-C levels were associated with the presence of CAD (adjusted odds ratio, 0.946; 95% confidence interval, 0.911-0.983; P = .004). The optimal cutoff level of HDL-C to predict CAD was 47.50 mg/dL. The CAD is common in patients with aortic aneurysms, and low levels of HDL-C are independently associated with the presence of CAD.
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Affiliation(s)
- Tatsuya Saigusa
- Department of Cardiovascular Medicine, Shinshu University School of Medicine, Matsumoto, Japan
| | - Atsushi Izawa
- Department of Cardiovascular Medicine, Shinshu University School of Medicine, Matsumoto, Japan
| | - Takashi Miura
- Department of Cardiovascular Medicine, Shinshu University School of Medicine, Matsumoto, Japan
| | - Soichiro Ebisawa
- Department of Cardiovascular Medicine, Shinshu University School of Medicine, Matsumoto, Japan
| | - Yuji Shiba
- Department of Cardiovascular Medicine, Shinshu University School of Medicine, Matsumoto, Japan
| | - Yusuke Miyashita
- Department of Cardiovascular Medicine, Shinshu University School of Medicine, Matsumoto, Japan
| | - Takeshi Tomita
- Department of Cardiovascular Medicine, Shinshu University School of Medicine, Matsumoto, Japan
| | - Jun Koyama
- Department of Cardiovascular Medicine, Shinshu University School of Medicine, Matsumoto, Japan
| | - Daisuke Fukui
- Department of Cardiovascular Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Tamaki Takano
- Department of Cardiovascular Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Jun Amano
- Department of Cardiovascular Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Uichi Ikeda
- Department of Cardiovascular Medicine, Shinshu University School of Medicine, Matsumoto, Japan
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Peters SAE, Bots ML. Carotid intima-media thickness studies: study design and data analysis. J Stroke 2013; 15:38-48. [PMID: 24324938 PMCID: PMC3779675 DOI: 10.5853/jos.2013.15.1.38] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2012] [Revised: 01/09/2013] [Accepted: 01/09/2013] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Carotid intima-media thickness (CIMT) measurements have been widely used as primary endpoint in studies into the effects of new interventions as alternative for cardiovascular morbidity and mortality. There are no accepted standards on the use of CIMT measurements in intervention studies and choices in the design and analysis of a CIMT study are generally based on experience and expert opinion. In the present review, we provide an overview of the current evidence on several aspects in the design and analysis of a CIMT study on the early effects of new interventions. SUMMARY OF ISSUES A balanced evaluation of the carotid segments, carotid walls, and image view to be used as CIMT study endpoint; the reading method (manual or semi-automated and continuously or in batch) to be employed, the required sample size, and the frequency of ultrasound examinations is provided. We also discuss the preferred methods to analyse longitudinal CIMT data and address the possible impact of, and methods to deal with missing and biologically implausible CIMT values. CONCLUSIONS Linear mixed effects models are the preferred way to analyse CIMT data and do appropriately handle missing and biologically implausible CIMT values. Furthermore, we recommend to use extensive CIMT designs that measure CIMT at regular points during the multiple carotid sites as such approach is likely to increase the success rates of CIMT intervention studies designed to evaluate the effects of new interventions on atherosclerotic burden.
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Affiliation(s)
- Sanne A E Peters
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
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40
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Bots ML, den Ruijter HM. Variability in the intima-media thickness measurement as marker for cardiovascular risk? Not quite settled yet. Cardiovasc Diagn Ther 2012; 2:3-5. [PMID: 24282690 DOI: 10.3978/j.issn.2223-3652.2012.01.06] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2012] [Accepted: 01/20/2012] [Indexed: 11/14/2022]
Affiliation(s)
- Michiel L Bots
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
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