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Guo F, Chen X, Niu Z, Karim R, Gauderman WJ, McConnell R, Yan M, Whitfield L, Li Y, Bastain TM, Breton CV, Hodis HN, Farzan SF. Carotid Artery Wall Echogenicity Measured by Gray Scale Median of the Intima-Media Complex From Childhood to Young Adulthood. J Am Heart Assoc 2024; 13:e034821. [PMID: 39101497 DOI: 10.1161/jaha.124.034821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 05/30/2024] [Indexed: 08/06/2024]
Abstract
BACKGROUND Echogenicity of the carotid arterial wall, measured by gray scale median of the intima-media complex (IM-GSM), is a novel subclinical atherosclerosis marker with lower values indicating greater lipid deposition. Our longitudinal study investigated IM-GSM from childhood to adulthood and its associated risk factors. METHODS AND RESULTS A total of 240 participants from the Southern California CHS (Children's Health Study) underwent carotid artery ultrasounds in 2008 (mean age±SD): (11.2±0.6 years), and again around 2022 (24.2±1.6 years) to assess IM-GSM, carotid artery intima-media thickness, and carotid artery distensibility. Questionnaires and anthropometric and blood pressure measurements were completed by participants at both times. Mean and SD of IM-GSM were 108.2±24.6 in childhood and 75.6±15.8 in adulthood. Each 1-year increase in age was associated with -2.52 change in IM-GSM (95% CI, -2.76 to -2.27). Childhood and adulthood IM-GSMs were highly correlated (β=0.13 [95% CI, 0.05-0.22]). In childhood, Hispanic ethnicity, lower parental education levels and prenatal father smoking were significantly associated with lower IM-GSM. In adulthood, higher systolic blood pressure, carotid artery intima-media thickness, hypertension, and lower distensibility were significantly associated with lower IM-GSM. Weight status exhibited a consistent association with both childhood and adulthood IM-GSM. During the transition from childhood to adulthood, individuals who shifted from normal weight to overweight/obese or normal blood pressure to hypertension or experienced an increase in carotid artery intima-media thickness displayed lower levels of IM-GSM in adulthood. CONCLUSIONS IM-GSM decreases with age. Maintaining healthy weight and blood pressure levels in children could potentially aid in preventing subclinical atherosclerosis.
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Affiliation(s)
- Fangqi Guo
- Department of Population and Public Health Sciences, Keck School of Medicine University of Southern California Los Angeles CA USA
| | - Xinci Chen
- Department of Population and Public Health Sciences, Keck School of Medicine University of Southern California Los Angeles CA USA
| | - Zhongzheng Niu
- Department of Population and Public Health Sciences, Keck School of Medicine University of Southern California Los Angeles CA USA
| | - Roksana Karim
- Department of Population and Public Health Sciences, Keck School of Medicine University of Southern California Los Angeles CA USA
| | - W James Gauderman
- Department of Population and Public Health Sciences, Keck School of Medicine University of Southern California Los Angeles CA USA
| | - Rob McConnell
- Department of Population and Public Health Sciences, Keck School of Medicine University of Southern California Los Angeles CA USA
| | - Mingzhu Yan
- Atherosclerosis Research Unit University of Southern California Los Angeles CA USA
| | - Lora Whitfield
- Atherosclerosis Research Unit University of Southern California Los Angeles CA USA
| | - Yanjie Li
- Atherosclerosis Research Unit University of Southern California Los Angeles CA USA
| | - Theresa M Bastain
- Department of Population and Public Health Sciences, Keck School of Medicine University of Southern California Los Angeles CA USA
| | - Carrie V Breton
- Department of Population and Public Health Sciences, Keck School of Medicine University of Southern California Los Angeles CA USA
| | - Howard N Hodis
- Department of Population and Public Health Sciences, Keck School of Medicine University of Southern California Los Angeles CA USA
- Atherosclerosis Research Unit University of Southern California Los Angeles CA USA
| | - Shohreh F Farzan
- Department of Population and Public Health Sciences, Keck School of Medicine University of Southern California Los Angeles CA USA
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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 PMCID: PMC11154292 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)
- Beatrice Frigerio
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (B.F.); (D.C.); (A.B.); (M.A.); (N.C.); (G.I.C.); (D.S.); (A.R.)
| | - Daniela Coggi
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (B.F.); (D.C.); (A.B.); (M.A.); (N.C.); (G.I.C.); (D.S.); (A.R.)
| | - Alice Bonomi
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (B.F.); (D.C.); (A.B.); (M.A.); (N.C.); (G.I.C.); (D.S.); (A.R.)
| | - Mauro Amato
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (B.F.); (D.C.); (A.B.); (M.A.); (N.C.); (G.I.C.); (D.S.); (A.R.)
| | - Nicolò Capra
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (B.F.); (D.C.); (A.B.); (M.A.); (N.C.); (G.I.C.); (D.S.); (A.R.)
| | - Gualtiero I. Colombo
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (B.F.); (D.C.); (A.B.); (M.A.); (N.C.); (G.I.C.); (D.S.); (A.R.)
| | - Daniela Sansaro
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (B.F.); (D.C.); (A.B.); (M.A.); (N.C.); (G.I.C.); (D.S.); (A.R.)
| | - Alessio Ravani
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (B.F.); (D.C.); (A.B.); (M.A.); (N.C.); (G.I.C.); (D.S.); (A.R.)
| | - 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; (P.G.); (A.G.)
- 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; (P.G.); (A.G.)
- 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; (B.G.); (P.E.); (R.J.S.)
| | - Per Eriksson
- Department of Medicine Solna, Division of Cardiovascular Medicine, Karolinska Institutet, Stockholm, Karolinska University Hospital, 17177 Solna, Sweden; (B.G.); (P.E.); (R.J.S.)
| | - Rona J. Strawbridge
- Department of Medicine Solna, Division of Cardiovascular Medicine, Karolinska Institutet, Stockholm, Karolinska University Hospital, 17177 Solna, Sweden; (B.G.); (P.E.); (R.J.S.)
- 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; (E.T.); (F.V.)
| | - Fabrizio Veglia
- Maria Cecilia Hospital, GVM Care & Research, 48033 Cotignola, Italy; (E.T.); (F.V.)
| | - Damiano Baldassarre
- Centro Cardiologico Monzino, IRCCS, 20138 Milan, Italy; (B.F.); (D.C.); (A.B.); (M.A.); (N.C.); (G.I.C.); (D.S.); (A.R.)
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, 20129 Milan, Italy
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Bravo CA, Moon JY, Davy K, Kaplan RC, Anastos K, Rodriguez CJ, Post WS, Gange SJ, Kassaye SG, Kingsley LA, Lazar JM, Mack WJ, Pyslar N, Tien PC, Witt MD, Palella FJ, Li Y, Yan M, Hodis HN, Hanna DB. Association of HIV and HCV Infection With Carotid Artery Plaque Echomorphology in the MACS/WIHS Combined Cohort Study. Stroke 2024; 55:651-659. [PMID: 38333992 PMCID: PMC10940210 DOI: 10.1161/strokeaha.123.043922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 12/19/2023] [Indexed: 02/10/2024]
Abstract
BACKGROUND HIV and hepatitis C virus (HCV) are associated with increased risk of carotid artery atherosclerotic plaque and stroke. We examined associations of HIV- and HCV-related factors with echomorphologic features of carotid artery plaque. METHODS This cross-sectional study included participants from the MACS (Multicenter AIDS Cohort Study)/WIHS (Women's Interagency HIV Study) Combined Cohort Study who underwent high-resolution B-mode carotid artery ultrasound. Plaques were characterized from 6 areas of the right carotid artery. Poisson regression controlling for demographic and cardiometabolic risk factors determined adjusted prevalence ratios (aPRs) and 95% CIs for associations of HIV- and HCV-related factors with echomorphologic features. RESULTS Of 2655 participants (65% women, median age 44 [interquartile range, 37-50] years), 1845 (70%) were living with HIV, 600 (23%) were living with HCV, and 425 (16%) had carotid plaque. There were 191 plaques identified in 129 (11%) women with HIV, 51 plaques in 32 (7%) women without HIV, 248 plaques in 171 (28%) men with HIV, and 139 plaques in 93 (29%) men without HIV. Adjusted analyses showed that people with HIV and current CD4+ count <200 cells/µL had a significantly higher prevalence of predominantly echolucent plaque (aPR, 1.86 [95% CI, 1.08-3.21]) than those without HIV. HCV infection alone (aPR, 1.86 [95% CI, 1.08-3.19]) and HIV-HCV coinfection (aPR, 1.75 [95% CI, 1.10-2.78]) were each associated with higher prevalence of predominantly echogenic plaque. HIV-HCV coinfection was also associated with higher prevalence of smooth surface plaque (aPR, 2.75 [95% CI, 1.03-7.32]) compared with people without HIV and HCV. CONCLUSIONS HIV with poor immunologic control, as well as HCV infection, either alone or in the presence of HIV, were associated with different echomorphologic phenotypes of carotid artery plaque.
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Affiliation(s)
| | | | | | - Robert C. Kaplan
- Albert Einstein College of Medicine, Bronx, NY, USA
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | | | - Wendy S. Post
- Johns Hopkins University, School of Medicine, Baltimore, MD, USA
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Stephen J. Gange
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | | | - Jason M. Lazar
- State University of New York Downstate Medical Center, Brooklyn, NY, USA
| | - Wendy J. Mack
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | - Phyllis C. Tien
- University of California-San Francisco and Department of Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Mallory D. Witt
- Lundquist Institute for Biomedical Research at Harbor-UCLA Medical Center, Los Angeles, CA, USA
| | - Frank J. Palella
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Yanjie Li
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Mingzhu Yan
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Howard N. Hodis
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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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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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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6
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Assies JM, Sältz MD, Peters F, Behrendt CA, Jagodzinski A, Petersen EL, Schäfer I, Twerenbold R, Blankenberg S, Rimmele DL, Thomalla G, Makarova N, Zyriax BC. Cross-Sectional Association of Dietary Patterns and Supplement Intake with Presence and Gray-Scale Median of Carotid Plaques-A Comparison between Women and Men in the Population-Based Hamburg City Health Study. Nutrients 2023; 15:1468. [PMID: 36986198 PMCID: PMC10054689 DOI: 10.3390/nu15061468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 03/15/2023] [Accepted: 03/16/2023] [Indexed: 03/30/2023] Open
Abstract
This population-based cross-sectional cohort study investigated the association of the Mediterranean and DASH (Dietary Approach to Stop Hypertension) diet as well as supplement intake with gray-scale median (GSM) and the presence of carotid plaques comparing women and men. Low GSM is associated with plaque vulnerability. Ten thousand participants of the Hamburg City Health Study aged 45-74 underwent carotid ultrasound examination. We analyzed plaque presence in all participants plus GSM in those having plaques (n = 2163). Dietary patterns and supplement intake were assessed via a food frequency questionnaire. Multiple linear and logistic regression models were used to assess associations between dietary patterns, supplement intake and GSM plus plaque presence. Linear regressions showed an association between higher GSM and folate intake only in men (+9.12, 95% CI (1.37, 16.86), p = 0.021). High compared to intermediate adherence to the DASH diet was associated with higher odds for carotid plaques (OR = 1.18, 95% CI (1.02, 1.36), p = 0.027, adjusted). Odds for plaque presence were higher for men, older age, low education, hypertension, hyperlipidemia and smoking. In this study, the intake of most supplements, as well as DASH or Mediterranean diet, was not significantly associated with GSM for women or men. Future research is needed to clarify the influence, especially of the folate intake and DASH diet, on the presence and vulnerability of plaques.
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Affiliation(s)
- Julia Maria Assies
- Midwifery Science—Health Care Research and Prevention, Research Group Preventive Medicine and Nutrition, Institute for Health Service Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Martinistraße 52, W26, 20246 Hamburg, Germany; (J.M.A.); (M.D.S.); (B.-C.Z.)
| | - Martje Dorothea Sältz
- Midwifery Science—Health Care Research and Prevention, Research Group Preventive Medicine and Nutrition, Institute for Health Service Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Martinistraße 52, W26, 20246 Hamburg, Germany; (J.M.A.); (M.D.S.); (B.-C.Z.)
| | | | | | | | - Elina Larissa Petersen
- Population Health Research Department, University Heart and Vascular Center, 20246 Hamburg, Germany
- Department of Cardiology, University Heart and Vascular Center, 20246 Hamburg, Germany
| | - Ines Schäfer
- Population Health Research Department, University Heart and Vascular Center, 20246 Hamburg, Germany
- Department of Cardiology, University Heart and Vascular Center, 20246 Hamburg, Germany
| | - Raphael Twerenbold
- Population Health Research Department, University Heart and Vascular Center, 20246 Hamburg, Germany
- Department of Cardiology, University Heart and Vascular Center, 20246 Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Luebeck, 20246 Hamburg, Germany
| | - Stefan Blankenberg
- Population Health Research Department, University Heart and Vascular Center, 20246 Hamburg, Germany
- Department of Cardiology, University Heart and Vascular Center, 20246 Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Luebeck, 20246 Hamburg, Germany
| | - David Leander Rimmele
- Department of Neurology, University Medical Centre Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany
| | - Götz Thomalla
- Department of Neurology, University Medical Centre Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany
| | - Nataliya Makarova
- Midwifery Science—Health Care Research and Prevention, Research Group Preventive Medicine and Nutrition, Institute for Health Service Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Martinistraße 52, W26, 20246 Hamburg, Germany; (J.M.A.); (M.D.S.); (B.-C.Z.)
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Luebeck, 20246 Hamburg, Germany
| | - Birgit-Christiane Zyriax
- Midwifery Science—Health Care Research and Prevention, Research Group Preventive Medicine and Nutrition, Institute for Health Service Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Martinistraße 52, W26, 20246 Hamburg, Germany; (J.M.A.); (M.D.S.); (B.-C.Z.)
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Luebeck, 20246 Hamburg, Germany
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7
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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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8
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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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Profumo E, Buttari B, Tosti ME, Salvati B, Capoano R, Riganò R. Increased circulating levels of MIP-1α and CD14 are associated with the presence of severe stenosis and hypoechoic plaques in patients with carotid atherosclerosis. Int J Immunopathol Pharmacol 2023; 37:3946320231160411. [PMID: 37478026 PMCID: PMC10363894 DOI: 10.1177/03946320231160411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/23/2023] Open
Abstract
OBJECTIVE Carotid atherosclerosis, a major cause of ischemic cerebrovascular events, is characterized by a pro-inflammatory and pro-oxidant vascular microenvironment. The current risk score models based on traditional risk factors for cardiovascular risk assessment have some limitations. The identification of novel blood biomarkers could be useful to improve patient management. The aim of the study was to evaluate the association of selected inflammation- and oxidative stress-related markers with the presence of severe stenosis and/or vulnerable plaques. METHODS Circulating levels of soluble CD40 ligand, interleukin-10, macrophage inflammatory protein (MIP)-1α, endoglin, CD163, CD14, E-selectin, tumor necrosis factor-α, monocyte chemoattractant protein-1, C-Reactive protein, CD40 L + T lymphocytes, total antioxidant capacity, glutathione reductase activity, and protein carbonyl content were determined in patients with carotid atherosclerosis. RESULTS Multiparametric analysis showed significantly higher levels of MIP-1α in patients with stenosis ≥70% than in patients with stenosis <70%, and significantly higher levels of CD14 in patients with hypoechoic (vulnerable) lesions compared to those with hyperechoic (stable) ones. The area under the curve obtained by the receiver operating characteristic curve analysis was 0.7253 for MIP-1α and 0.6908 for CD14. CONCLUSIONS Our data suggest that circulating MIP-1α and CD14 levels are associated with the presence of advanced stenosis and of vulnerable carotid plaques.
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Affiliation(s)
- Elisabetta Profumo
- Department of Cardiovascular and Endocrine-metabolic Diseases and Aging, Istituto Superiore di Sanità, Rome, Italy
| | - Brigitta Buttari
- Department of Cardiovascular and Endocrine-metabolic Diseases and Aging, Istituto Superiore di Sanità, Rome, Italy
| | | | - Bruno Salvati
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
| | - Raffaele Capoano
- Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy
| | - Rachele Riganò
- Department of Cardiovascular and Endocrine-metabolic Diseases and Aging, Istituto Superiore di Sanità, Rome, Italy
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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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11
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Khan F, Gonçalves I, Shore AC, Natali A, Palombo C, Colhoun HM, Östling G, Casanova F, Kennbäck C, Aizawa K, Persson M, Gooding KM, Strain D, Looker H, Dove F, Belch J, Pinnola S, Venturi E, Kozakova M, Nilsson J. Plaque characteristics and biomarkers predicting regression and progression of carotid atherosclerosis. Cell Rep Med 2022; 3:100676. [PMID: 35858591 PMCID: PMC9381367 DOI: 10.1016/j.xcrm.2022.100676] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 04/10/2022] [Accepted: 06/10/2022] [Indexed: 11/18/2022]
Abstract
The factors that influence the atherosclerotic disease process in high-risk individuals remain poorly understood. Here, we used a combination of vascular imaging, risk factor assessment, and biomarkers to identify factors associated with 3-year change in carotid disease severity in a cohort of high-risk subjects treated with preventive therapy (n = 865). The results show that changes in intima-media thickness (IMT) are most pronounced in the carotid bulb. Progression of bulb IMT demonstrates independent associations with baseline bulb IMT, the plaque gray scale median (GSM), and the plasma level of platelet-derived growth factor (PDGF) (standardized β-coefficients and 95% confidence interval [CI] −0.14 [−0.06 to −0.02] p = 0.001, 0.15 [0.02–0.07] p = 0.001, and 0.20 [0.03–0.07] p < 0.001, respectively). Plasma PDGF correlates with the plaque GSM (0.23 [0.15–0.29] p < 0.001). These observations provide insight into the atherosclerotic process in high-risk subjects by showing that progression primarily occurs in fibrotic plaques and is associated with increased levels of PDGF. High age, male gender, and smoking increases risk of carotid disease progression Plaques that progress are more echogenic, indicating an increased degree of fibrosis Progression is associated with high plasma levels of pro-fibrotic growth factors Regression is most common in large, less fibrotic plaques
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Affiliation(s)
- Faisel Khan
- Division of Systems Medicine, University of Dundee, Dundee, UK
| | - Isabel Gonçalves
- Department of Clinical Sciences Malmö, Lund University, Lund, Sweden; Department of Cardiology, Skåne University Hospital, Malmö, Sweden
| | - Angela C Shore
- Diabetes and Vascular Medicine, University of Exeter Medical School and NIHR Exeter Clinical Research Facility, Exeter, UK
| | - Andrea Natali
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Carlo Palombo
- Department of Surgical, Medical, Molecular, and Critical Area Pathology, University of Pisa, Pisa, Italy
| | - Helen M Colhoun
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Gerd Östling
- Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Francesco Casanova
- Diabetes and Vascular Medicine, University of Exeter Medical School and NIHR Exeter Clinical Research Facility, Exeter, UK
| | - Cecilia Kennbäck
- Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Kunihiko Aizawa
- Diabetes and Vascular Medicine, University of Exeter Medical School and NIHR Exeter Clinical Research Facility, Exeter, UK
| | | | - Kim M Gooding
- Diabetes and Vascular Medicine, University of Exeter Medical School and NIHR Exeter Clinical Research Facility, Exeter, UK
| | - David Strain
- Diabetes and Vascular Medicine, University of Exeter Medical School and NIHR Exeter Clinical Research Facility, Exeter, UK
| | - Helen Looker
- Division of Systems Medicine, University of Dundee, Dundee, UK
| | - Fiona Dove
- Division of Systems Medicine, University of Dundee, Dundee, UK
| | - Jill Belch
- Division of Systems Medicine, University of Dundee, Dundee, UK
| | - Silvia Pinnola
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Elena Venturi
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Michaela Kozakova
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy; Department of Surgical, Medical, Molecular, and Critical Area Pathology, University of Pisa, Pisa, Italy
| | - Jan Nilsson
- Department of Clinical Sciences Malmö, Lund University, Lund, Sweden.
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12
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Saigusa R, Roy P, Freuchet A, Gulati R, Ghosheh Y, Suthahar SSA, Durant CP, Hanna DB, Kiosses WB, Orecchioni M, Wen L, Wu R, Kuniholm MH, Landay AL, Anastos K, Tien PC, Gange SJ, Kassaye S, Vallejo J, Hedrick CC, Kwok WW, Sette A, Hodis HN, Kaplan RC, Ley K. Single cell transcriptomics and TCR reconstruction reveal CD4 T cell response to MHC-II-restricted APOB epitope in human cardiovascular disease. NATURE CARDIOVASCULAR RESEARCH 2022; 1:462-475. [PMID: 35990517 PMCID: PMC9383695 DOI: 10.1038/s44161-022-00063-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 04/04/2022] [Indexed: 02/02/2023]
Abstract
Atherosclerosis is accompanied by a CD4 T cell response to apolipoprotein B (APOB). Major Histocompatibility Complex (MHC)-II tetramers can be used to isolate antigen-specific CD4 T cells by flow sorting. Here, we produce, validate and use an MHC-II tetramer, DRB1*07:01 APOB-p18, to sort APOB-p18-specific cells from peripheral blood mononuclear cell samples from 8 DRB1*07:01+ women with and without subclinical cardiovascular disease (sCVD). Single cell RNA sequencing showed that transcriptomes of tetramer+ cells were between regulatory and memory T cells in healthy women and moved closer to memory T cells in women with sCVD. TCR sequencing of tetramer+ cells showed clonal expansion and V and J segment usage similar to those found in regulatory T cells. These findings suggest that APOB-specific regulatory T cells may switch to a more memory-like phenotype in women with atherosclerosis. Mouse studies showed that such switched cells promote atherosclerosis.
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Affiliation(s)
| | - Payel Roy
- La Jolla Institute for Immunology, La Jolla, CA, USA
| | | | - Rishab Gulati
- La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Yanal Ghosheh
- La Jolla Institute for Immunology, La Jolla, CA, USA
| | | | | | - David B. Hanna
- Albert Einstein College of Medicine, Department of Epidemiology and Population Health, Bronx, NY, USA
| | | | | | - Lai Wen
- La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Runpei Wu
- La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Mark H. Kuniholm
- University at Albany, Department of Epidemiology and Biostatistics, Rensselaer, NY, USA
| | - Alan L. Landay
- Rush University Medical Center, Department of Internal Medicine, Chicago, IL, USA
| | - Kathryn Anastos
- Albert Einstein College of Medicine, Departments of Medicine and Epidemiology & Population Health, Bronx NY, USA
| | - Phyllis C. Tien
- Department of Medicine, University of California, San Francisco, San Francisco, CA; Department of Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Stephen J. Gange
- Johns Hopkins University, Bloomberg School of Public Health, Baltimore MD, USA
| | - Seble Kassaye
- Georgetown University, Georgetown University Medical Center, Washington, DC, USA
| | | | | | - William W. Kwok
- Benaroya Research Institute at Virginia Mason, Tetramer Core Laboratory, Seattle, WA, USA
| | | | - Howard N. Hodis
- Keck School of Medicine, University of Southern California Departments of Medicine and Population and Public Health Sciences, Los Angeles, CA, USA
- Atherosclerosis Research Unit, University of Southern California, Los Angeles, CA, USA
| | - Robert C. Kaplan
- Albert Einstein College of Medicine, Department of Epidemiology and Population Health, Bronx, NY, USA
- Fred Hutchinson Cancer Research Center, Public Health Sciences Division, Seattle, WA, USA
| | - Klaus Ley
- La Jolla Institute for Immunology, La Jolla, CA, USA
- University of California San Diego, San Diego, CA, USA
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13
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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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14
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Hughey CM, Vuong BW, Ribaudo HB, Mitchell CCK, Korcarz CE, Hodis HN, Currier JS, Stein JH. Grayscale Ultrasound Texture Features of Carotid and Brachial Arteries in People With HIV Infection Before and After Antiretroviral Therapy. J Am Heart Assoc 2022; 11:e024142. [PMID: 35179037 PMCID: PMC9075086 DOI: 10.1161/jaha.121.024142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background We aimed to investigate novel grayscale ultrasound characteristics of the carotid and brachial arteries in people with HIV infection before and after starting initial antiretroviral therapy (ART). Methods and Results We performed grayscale ultrasound image analyses of the common carotid artery (CCA) and brachial artery before and after receipt of 1 of 3 randomly allocated ART regimens. We measured arterial wall echogenicity (grayscale median), contrast (gray-level difference statistic method), and entropy. These measures and their changes were compared with atherosclerotic cardiovascular disease risk factors, measures of HIV disease severity, and inflammatory biomarkers before and after ART. Changes in the grayscale measures were evaluated within and between ART arms. Among 201 ART-naïve people with HIV, higher systolic blood pressure, higher body mass index, lower CD4+ T cells, and non-Hispanic White race and ethnicity were associated independently with lower CCA grayscale median. Changes in each CCA grayscale measure from baseline to 144 weeks correlated with changes in soluble CD163: grayscale median (ρ=-0.17; P=0.044), gray-level difference statistic-contrast (ρ=-0.19; P=0.024), and entropy (ρ=-0.21; P=0.016). Within the atazanavir/ritonavir arm, CCA entropy increased (adjusted β=0.023 [95% CI, 0.001-0.045]; P=0.04), but no other within-arm changes in grayscale measures were seen. Correlations of brachial artery grayscale measures were weaker. Conclusions In ART-naïve people with HIV, CCA grayscale ultrasound measures were associated with atherosclerotic cardiovascular disease risk factors and lower grayscale median was associated with lower CD4+ T cells. Reductions in soluble CD163 with initial ART were associated with improvements in all 3 CCA grayscale measures, suggesting that reductions in macrophage activation with ART initiation may lead to less arterial injury. Registration URL: https://clinicaltrials.gov/; Unique identifiers: NCT00811954; NCT00851799.
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Affiliation(s)
| | - Belinda W Vuong
- University of Wisconsin School of Medicine and Public Health Madison WI
| | | | | | - Claudia E Korcarz
- University of Wisconsin School of Medicine and Public Health Madison WI
| | - Howard N Hodis
- Keck School of Medicine of University of Southern California Los Angeles CA
| | - Judith S Currier
- David Geffen School of Medicine at University of California-Los Angeles Los Angeles CA
| | - James H Stein
- University of Wisconsin School of Medicine and Public Health Madison WI
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15
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Patel AA, Budoff MJ. Coronary Artery Disease in Patients with HIV Infection: An Update. Am J Cardiovasc Drugs 2021; 21:411-417. [PMID: 33184766 DOI: 10.1007/s40256-020-00451-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/30/2020] [Indexed: 12/13/2022]
Abstract
Premature cardiovascular disease among the HIV-infected population is of great concern among clinicians. The increased life expectancy of HIV-infected individuals is mainly due to the early detection of infection and the advent of antiretroviral therapy. Once known as a deadly disease, HIV infection has transitioned into a chronic condition. Cardiovascular disease in this population is thought to progress early due to traditional and non-traditional risk factors. Early detection of subclinical atherosclerosis has become a center of focus in research as our complete understanding of this process it not yet well known. Advancements in cardiac computed tomography angiography has enabled the exploration of coronary artery disease by further evaluation of coronary stenosis and plaque analysis. An increase in cardiovascular event rates in this population is currently thought to be linked to antiretroviral therapy, Framingham risk factors, and HIV. We sought to present an updated comprehensive review of the available literature on HIV related to atherosclerosis and cardiovascular risk.
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Affiliation(s)
- Amish A Patel
- Division of Cardiology, Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA, 90502, USA
- Division of Cardiology, University of California Riverside School of Medicine, Riverside, CA, USA
| | - Matthew J Budoff
- Division of Cardiology, Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA, 90502, USA.
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16
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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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Msoka TF, Van Guilder GP, van Furth M, Smulders Y, Meek SJ, Bartlett JA, Vissoci JRN, van Agtmael MA. The effect of HIV infection, antiretroviral therapy on carotid intima-media thickness: A systematic review and meta-analysis. Life Sci 2019; 235:116851. [PMID: 31499070 PMCID: PMC10496646 DOI: 10.1016/j.lfs.2019.116851] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 09/05/2019] [Accepted: 09/05/2019] [Indexed: 01/09/2023]
Abstract
AIMS We performed a systematic review and meta-analysis on the effect of HIV infection and antiretroviral therapy (ART) on carotid intima-media thickness (cIMT) to elucidate the role of HIV infection and ART. Also, an analysis on the role of ethnicity and gender on cIMT in HIV-infected populations was performed. MAIN METHODS We searched the PubMed, Web of Science, the WHO websites and International AIDS Society for published observational studies were conducted by two independent reviewers for studies comparing HIV-infected antiretroviral-experienced patients and/or inexperienced with healthy controls on cIMT. The primary outcome was the standardized mean difference (SMD) of cIMT. FINDINGS Twenty studies (five cohort, 15 cross-sectional, and two both cohort and cross-sectional studies) were identified comprising 7948 subjects (4656 HIV-infected; 3292 controls). In cohort studies, the standardized mean 1-year change in cIMT between HIV-infected patients and uninfected controls was not significantly different (0.16 mm/yr; 95% CI, -0.16, 0.49; p = 0.326). In 17 cross-sectional studies, the SMD in cIMT was significantly higher in HIV-infected than uninfected persons (0.27 mm; 95% CI, 0.04, 0.49; p = 0.027). HIV-infected patients on ART exhibited significantly higher SMD in cIMT compared to those not on ART (0.75 mm; 95% CI, 0.30, 1.19; p = 0.001). No confounding effect of gender and ethnicity could be established using meta-regression p > 0.05. SIGNIFICANCE HIV infection itself and ART appear to influence the progression of cIMT and hence may be risk factors for cardiovascular events. No firm conclusions could be drawn on the effect of ethnic/race and gender differences on cIMT in HIV-infected populations.
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Affiliation(s)
- Titus F Msoka
- Kilimanjaro Christian Medical Centre, Department of Internal Medicine, Moshi, Tanzania.
| | - Gary P Van Guilder
- Department of Health and Nutritional Sciences, South Dakota State University, USA
| | | | - Yvo Smulders
- VUmc Hospital Amsterdam, Department Infectiology, Netherlands
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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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19
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Stein JH, Yeh E, Weber JM, Korcarz C, Ridker PM, Tawakol A, Hsue PY, Currier JS, Ribaudo H, Mitchell CKC. Brachial Artery Echogenicity and Grayscale Texture Changes in HIV-Infected Individuals Receiving Low-Dose Methotrexate. Arterioscler Thromb Vasc Biol 2019; 38:2870-2878. [PMID: 30571173 DOI: 10.1161/atvbaha.118.311807] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Objective- We evaluated the biological effects of low-dose methotrexate on 3 novel brachial artery grayscale ultrasound measures that may indicate subclinical arterial injury. Approach and Results- Exploratory analysis from a clinical trial of people with HIV infection at increased cardiovascular disease risk who were randomly assigned to low-dose methotrexate (target dose 15 mg/wk) or placebo. Brachial artery ultrasound grayscale median, gray level difference statistic texture-contrast (GLDS-CON), and gray level texture entropy were measured at baseline and after 24 weeks of intervention. Findings from the intention-to-treat (N=148) and adequately-dosed (N=118) populations were consistent, so the adequately-dosed population results are presented. Participants were a median (Q1, Q3) age of 54 (50, 60) years. After 24 weeks, the low-dose methotrexate intervention was associated with a 25.4% (-18.1, 58.6; P=0.007) increase in GLDS-CON compared with 1.3% (-29.1, 44.7; P=0.97) with placebo ( P=0.05) and a 0.10 u (-0.06, 0.23; P=0.026) increase in entropy compared with 0.02 u (-0.11, 0.14; P=0.54) with placebo ( P=0.14). At week 24, changes in CD4+ T cells correlated inversely with changes in GLDS-CON (ρ=-0.20; P=0.031), and entropy (ρ=-0.21; P=0.023). Changes in D-dimer levels, but no other inflammatory biomarkers, also correlated inversely with changes in GLDS-CON (ρ=-0.23; P=0.014) and entropy (ρ=-0.26; P=0.005). Conclusions- Brachial artery GLDS-CON and entropy increased after 24 weeks of low-dose methotrexate, though the latter was not significantly different from placebo. Grayscale changes were associated with decreases in CD4+ T-cell and D-dimer concentrations and may indicate favorable arterial structure changes.
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Affiliation(s)
- James H Stein
- From the Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison (J.H.S., J.M.W., C.K., C.K.C.M.)
| | - Eunice Yeh
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, MA (E.Y., H.R.)
| | - Joanne M Weber
- From the Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison (J.H.S., J.M.W., C.K., C.K.C.M.)
| | - Claudia Korcarz
- From the Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison (J.H.S., J.M.W., C.K., C.K.C.M.)
| | - Paul M Ridker
- Cardiology Division, Massachusetts General Hospital and Harvard Medical School, Boston (P.M.R., A.T.)
| | - Ahmed Tawakol
- Cardiology Division, Massachusetts General Hospital and Harvard Medical School, Boston (P.M.R., A.T.)
| | - Priscilla Y Hsue
- Department of Medicine, University of California-San Francisco School of Medicine (P.Y.H.)
| | - Judith S Currier
- Division of Infectious Diseases, David Geffen School of Medicine at University of California-Los Angeles (J.S.C.)
| | - Heather Ribaudo
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, MA (E.Y., H.R.)
| | - Carol K C Mitchell
- From the Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison (J.H.S., J.M.W., C.K., C.K.C.M.)
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20
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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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21
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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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22
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Solomon D, Sabin CA, Mallon PW, Winston A, Tariq S. Cardiovascular disease in women living with HIV: A narrative review. Maturitas 2018; 108:58-70. [DOI: 10.1016/j.maturitas.2017.11.012] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2017] [Revised: 11/09/2017] [Accepted: 11/13/2017] [Indexed: 12/14/2022]
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23
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Mitchell CC, Korcarz CE, Tattersall MC, Gepner AD, Young RL, Post WS, Kaufman JD, McClelland RL, Stein JH. Carotid artery ultrasound texture, cardiovascular risk factors, and subclinical arterial disease: the Multi-Ethnic Study of Atherosclerosis (MESA). Br J Radiol 2018; 91:20170637. [PMID: 29308915 DOI: 10.1259/bjr.20170637] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVE This pilot study determined if the ultrasound texture feature "contrast" was associated with cardiovascular disease (CVD) risk factors and subclinical arterial disease. METHODS We evaluated ultrasound images of the right common carotid artery (CCA) from a convenience sample of 151 participants and examined relationships between contrast, CVD risk factors, carotid intima-media thickness (IMT) and coronary artery calcium (CAC). Grey level difference statistics algorithms were used to evaluate the texture feature "contrast" from carotid ultrasound images. Right CCA IMT measurements were made in triplicate in the distal 1 cm segment of the far wall of the artery and CAC score was measured using the Agatston scoring method. RESULTS In individual models that included age, sex and race, grey level difference statistics contrast (outcome) was associated independently with age [beta (standard error) = -0.87 (0.38) per year; p = 0.02], C-reactive protein [-2.22 (0.96) per mg dl-1; p = 0.02], high-density lipoprotein cholesterol [0.61 (0.24) per mg dl-1; p = 0.01] and CCA IMT [-0.06 (0.02) microns; p = 0.001]. Other CVD risk factors and CAC were not associated independently with contrast. CONCLUSION These findings support the potential use of the ultrasound texture contrast for evaluating arterial injury and CVD risk. Advances in knowledge: This paper contributes to the literature in that it describes how the greyscale texture feature "contrast" is related to CVD risk factors.
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Affiliation(s)
- Carol C Mitchell
- 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
| | - Matthew C Tattersall
- 1 Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin School of Medicine and Public Health , Madison, WI , USA
| | - Adam D Gepner
- 1 Department of Medicine, Division of Cardiovascular Medicine, University of Wisconsin School of Medicine and Public Health , Madison, WI , USA
| | - Rebekah L Young
- 2 Department of Biostatistics, University of Washington , Seattle, WA , USA
| | - Wendy S Post
- 3 Department of Medicine, Division of Cardiology , Johns Hopkins Hospital , Baltimore, MD , USA
| | - Joel D Kaufman
- 4 Departments of Environmental & Occupational Health Sciences, Medicine, and Epidemiology, University of Washington , Seattle, WA , USA
| | - Robyn L McClelland
- 2 Department of Biostatistics, University of Washington , Seattle, WA , 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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24
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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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25
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Hanna DB, Lin J, Post WS, Hodis HN, Xue X, Anastos K, Cohen MH, Gange SJ, Haberlen SA, Heath SL, Lazar JM, Liu C, Mack WJ, Ofotokun I, Palella FJ, Tien PC, Witt MD, Landay AL, Kingsley LA, Tracy RP, Kaplan RC. Association of Macrophage Inflammation Biomarkers With Progression of Subclinical Carotid Artery Atherosclerosis in HIV-Infected Women and Men. J Infect Dis 2017; 215:1352-1361. [PMID: 28199691 DOI: 10.1093/infdis/jix082] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 02/08/2017] [Indexed: 12/30/2022] Open
Abstract
Background Monocytes and monocyte-derived macrophages promote atherosclerosis through increased inflammation and vascular remodeling. This may be especially true in chronic human immunodeficiency virus (HIV) infection. Methods We examined 778 women (74% HIV+) in the Women's Interagency HIV Study and 503 men (65% HIV+) in the Multicenter AIDS Cohort Study who underwent repeated B-mode carotid artery ultrasound imaging in 2004-2013. We assessed baseline associations of the serum macrophage inflammation markers soluble (s)CD163, sCD14, galectin-3 (Gal-3), and Gal-3 binding protein (Gal-3BP) with carotid plaque formation (focal intima-media thickness >1.5 mm) over 7 years. Results Marker levels were higher in HIV+ persons versus HIV- persons. Presence of focal plaque increased over time: from 8% to 15% in women, and 24% to 34% in men. After adjustment for demographic, behavioral, and cardiometabolic factors, and CRP and interleukin-6, each standard deviation increase in sCD14 was associated with increased plaque formation (risk ratio [RR] 1.24, 95% confidence interval [CI] 1.07-1.43). This pattern was consistentby sex. sCD163 was associated with plaque formation in virally suppressed HIV+ men (RR 1.52, 95% CI 1.04-2.22); Gal-3BP and Gal-3 were not associated with increased plaque. Conclusions sCD14 and sCD163 may play important roles in atherogenesis among HIV+ persons.
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Affiliation(s)
- David B Hanna
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Juan Lin
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Wendy S Post
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Howard N Hodis
- Department of Medicine, University of Southern California, Los Angeles
| | - Xiaonan Xue
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Kathryn Anastos
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Mardge H Cohen
- Department of Medicine, John H. Stroger, Jr Hospital of Cook County, Chicago, Illinois
| | - Stephen J Gange
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Sabina A Haberlen
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Sonya L Heath
- Department of Medicine, University of Alabama at Birmingham
| | - Jason M Lazar
- Department of Medicine, SUNY-Downstate Medical Center, Brooklyn, New York
| | - Chenglong Liu
- Department of Medicine, Georgetown University Medical Center, Washington, DC
| | - Wendy J Mack
- Department of Preventive Medicine, University of Southern California, Los Angeles
| | - Igho Ofotokun
- Department of Medicine, Emory University and Grady Healthcare System, Atlanta, Georgia
| | - Frank J Palella
- Department of Medicine, Northwestern University Medical Center, Chicago, Illinois
| | - Phyllis C Tien
- Department of Medicine, University of California-San Francisco and the Department of Veterans Affairs
| | - Mallory D Witt
- Department of Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA, Torrance, California
| | - Alan L Landay
- Department of Immunology and Microbiology, Rush University Medical Center, Chicago, Illinois
| | - Lawrence A Kingsley
- Departments of Epidemiology and Infectious Diseases and Microbiology, University of Pittsburgh, Pennsylvania; and
| | - Russell P Tracy
- Department of Pathology and Laboratory Medicine, University of Vermont, Colchester
| | - Robert C Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
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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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