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Elsaid NMH, Peters DC, Galiana G, Sinusas AJ. Clinical physiology: the crucial role of MRI in evaluation of peripheral artery disease. Am J Physiol Heart Circ Physiol 2024; 326:H1304-H1323. [PMID: 38517227 PMCID: PMC11381027 DOI: 10.1152/ajpheart.00533.2023] [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: 08/30/2023] [Revised: 03/19/2024] [Accepted: 03/19/2024] [Indexed: 03/23/2024]
Abstract
Peripheral artery disease (PAD) is a common vascular disease that primarily affects the lower limbs and is defined by the constriction or blockage of peripheral arteries and may involve microvascular dysfunction and tissue injury. Patients with diabetes have more prominent disease of microcirculation and develop peripheral neuropathy, autonomic dysfunction, and medial vascular calcification. Early and accurate diagnosis of PAD and disease characterization are essential for personalized management and therapy planning. Magnetic resonance imaging (MRI) provides excellent soft tissue contrast and multiplanar imaging capabilities and is useful as a noninvasive imaging tool in the comprehensive physiological assessment of PAD. This review provides an overview of the current state of the art of MRI in the evaluation and characterization of PAD, including an analysis of the many applicable MR imaging techniques, describing the advantages and disadvantages of each approach. We also present recent developments, future clinical applications, and future MRI directions in assessing PAD. The development of new MR imaging technologies and applications in preclinical models with translation to clinical research holds considerable potential for improving the understanding of the pathophysiology of PAD and clinical applications for improving diagnostic precision, risk stratification, and treatment outcomes in patients with PAD.
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Affiliation(s)
- Nahla M H Elsaid
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut, United States
| | - Dana C Peters
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut, United States
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut, United States
| | - Gigi Galiana
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut, United States
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut, United States
| | - Albert J Sinusas
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut, United States
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut, United States
- Department of Medicine, Yale University School of Medicine, New Haven, Connecticut, United States
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2
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Garg PK, Bhatia HS, Allen TS, Grainger T, Pouncey AL, Dichek D, Virmani R, Golledge J, Allison MA, Powell JT. Assessment of Subclinical Atherosclerosis in Asymptomatic People In Vivo: Measurements Suitable for Biomarker and Mendelian Randomization Studies. Arterioscler Thromb Vasc Biol 2024; 44:24-47. [PMID: 38150519 PMCID: PMC10753091 DOI: 10.1161/atvbaha.123.320138] [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: 12/29/2023]
Abstract
BACKGROUND One strategy to reduce the burden of cardiovascular disease is the early detection and treatment of atherosclerosis. This has led to significant interest in studies of subclinical atherosclerosis, using different phenotypes, not all of which are accurate reflections of the presence of asymptomatic atherosclerotic plaques. The aim of part 2 of this series is to provide a review of the existing literature on purported measures of subclinical disease and recommendations concerning which tests may be appropriate in the prevention of incident cardiovascular disease. METHODS We conducted a critical review of measurements used to infer the presence of subclinical atherosclerosis in the major conduit arteries and focused on the predictive value of these tests for future cardiovascular events, independent of conventional cardiovascular risk factors, in asymptomatic people. The emphasis was on studies with >10 000 person-years of follow-up, with meta-analysis of results reporting adjusted hazard ratios (HRs) with 95% CIs. The arterial territories were limited to carotid, coronary, aorta, and lower limb arteries. RESULTS In the carotid arteries, the presence of plaque (8 studies) was independently associated with future stroke (pooled HR, 1.89 [1.04-3.44]) and cardiac events (7 studies), with a pooled HR, 1.77 (1.19-2.62). Increased coronary artery calcium (5 studies) was associated with the risk of coronary heart disease events, pooled HR, 1.54 (1.07-2.07) and increasing severity of calcification (by Agaston score) was associated with escalation of risk (13 studies). An ankle/brachial index (ABI) of <0.9, the pooled HR for cardiovascular death from 7 studies was 2.01 (1.43-2.81). There were insufficient studies of either, thoracic or aortic calcium, aortic diameter, or femoral plaque to synthesize the data based on consistent reporting of these measures. CONCLUSIONS The presence of carotid plaque, coronary artery calcium, or abnormal ankle pressures seems to be a valid indicator of the presence of subclinical atherosclerosis and may be considered for use in biomarker, Mendelian randomization and similar studies.
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Affiliation(s)
- Parveen K Garg
- Division of Cardiology, University of Southern California, Keck School of Medicine, Los Angeles (G.P.)
| | - Harpreet S Bhatia
- Division of Cardiovascular Medicine, University of California San Diego (B.H., A.T., A.M.A.)
| | - Tara S Allen
- Division of Cardiovascular Medicine, University of California San Diego (B.H., A.T., A.M.A.)
| | - Tabitha Grainger
- Department of Surgery & Cancer, Imperial College London (G.T., P.A.-L., P.J.T.)
| | - Anna L Pouncey
- Department of Surgery & Cancer, Imperial College London (G.T., P.A.-L., P.J.T.)
| | - David Dichek
- Division of Cardiology, Department of Medicine, University of Washington, Seattle (D.D.)
| | | | - Jonathan Golledge
- Queensland Research Centre for Peripheral Vascular Disease, James Cook University and Townsville University Hospital, Australia (G.J.)
| | - Matthew A Allison
- Division of Cardiovascular Medicine, University of California San Diego (B.H., A.T., A.M.A.)
| | - Janet T Powell
- Department of Surgery & Cancer, Imperial College London (G.T., P.A.-L., P.J.T.)
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Wang X, Nai YH, Gan J, Lian CPL, Ryan FK, Tan FSL, Chan DYS, Ng JJ, Lo ZJ, Chong TT, Hausenloy DJ. Multi-Modality Imaging of Atheromatous Plaques in Peripheral Arterial Disease: Integrating Molecular and Imaging Markers. Int J Mol Sci 2023; 24:11123. [PMID: 37446302 DOI: 10.3390/ijms241311123] [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: 05/08/2023] [Revised: 06/14/2023] [Accepted: 06/28/2023] [Indexed: 07/15/2023] Open
Abstract
Peripheral artery disease (PAD) is a common and debilitating condition characterized by the narrowing of the limb arteries, primarily due to atherosclerosis. Non-invasive multi-modality imaging approaches using computed tomography (CT), magnetic resonance imaging (MRI), and nuclear imaging have emerged as valuable tools for assessing PAD atheromatous plaques and vessel walls. This review provides an overview of these different imaging techniques, their advantages, limitations, and recent advancements. In addition, this review highlights the importance of molecular markers, including those related to inflammation, endothelial dysfunction, and oxidative stress, in PAD pathophysiology. The potential of integrating molecular and imaging markers for an improved understanding of PAD is also discussed. Despite the promise of this integrative approach, there remain several challenges, including technical limitations in imaging modalities and the need for novel molecular marker discovery and validation. Addressing these challenges and embracing future directions in the field will be essential for maximizing the potential of molecular and imaging markers for improving PAD patient outcomes.
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Affiliation(s)
- Xiaomeng Wang
- Cardiovascular & Metabolic Disorders Program, Duke-National University of Singapore Medical School, Singapore 169857, Singapore
| | - Ying-Hwey Nai
- Clinical Imaging Research Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117599, Singapore
| | - Julian Gan
- Siemens Healthineers, Singapore 348615, Singapore
| | - Cheryl Pei Ling Lian
- Health and Social Sciences Cluster, Singapore Institute of Technology, Singapore 138683, Singapore
| | - Fraser Kirwan Ryan
- Infocomm Technology Cluster, Singapore Institute of Technology, Singapore 138683, Singapore
| | - Forest Su Lim Tan
- Infocomm Technology Cluster, Singapore Institute of Technology, Singapore 138683, Singapore
| | - Dexter Yak Seng Chan
- Department of General Surgery, Khoo Teck Puat Hospital, Singapore 768828, Singapore
| | - Jun Jie Ng
- Division of Vascular and Endovascular Surgery, Department of Cardiac, Thoracic and Vascular Surgery, National University Heart Centre, Singapore 119074, Singapore
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore
| | - Zhiwen Joseph Lo
- Vascular Surgery Service, Department of Surgery, Woodlands Health, Singapore 258499, Singapore
- Centre for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore
| | - Tze Tec Chong
- Department of Vascular Surgery, Singapore General Hospital, Singapore 168752, Singapore
- Surgical Academic Clinical Programme, Singapore General Hospital, Singapore 169608, Singapore
- Vascular SingHealth Duke-NUS Disease Centre, Singapore 168752, Singapore
| | - Derek John Hausenloy
- Cardiovascular & Metabolic Disorders Program, Duke-National University of Singapore Medical School, Singapore 169857, Singapore
- National Heart Research Institute Singapore, National Heart Centre, Singapore 169609, Singapore
- Yong Loo Lin School of Medicine, National University Singapore, Singapore 117597, Singapore
- The Hatter Cardiovascular Institute, University College London, London WC1E 6HX, UK
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4
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Abstract
Peripheral artery disease (PAD) is the clinical manifestation of atherosclerosis that primarily affects peripheral arteries within the lower extremities. In this brief review, we describe the epidemiology and burden of disease of PAD within the United States, particularly among high-risk populations. Although the prevalence of PAD continues to increase and is typically higher among the elderly as well as men, women in lower socioeconomic strata are affected at rates two times that of men. Among racial/ethnic groups, Black and African-American patients both experience higher rates of disease as well as lower rates of access to preventative care. Moreover, despite an overall decrease in amputation rates among all patients with PAD, high-risk populations remain disproportionally affected. Specifically, patients in rural areas, African-American and Native-American patients, and those of low socioeconomic status carry the highest risk of amputation. Efforts to improve care among PAD patients should target these high-risk populations and offer comprehensive, evidence-based preventative care. Wide adoption and integration of these practices into comprehensive care models may help to mitigate amputation in the highest-risk populations. As our treatment pathways continue to evolve, we must place further emphasis on patient input and quality of life as we work toward continual improvement in the care of patients with PAD.
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Affiliation(s)
- Mark A Eid
- Section of General Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, NH; VA Outcomes Group, White River Junction VA Medical Center, White River Junction, VT
| | - Kunal S Mehta
- Section of Vascular Surgery, Dartmouth-Hitchcock Medical Center, One Medical Center Drive, Lebanon, NH 03756
| | - Philip P Goodney
- VA Outcomes Group, White River Junction VA Medical Center, White River Junction, VT; Section of Vascular Surgery, Dartmouth-Hitchcock Medical Center, One Medical Center Drive, Lebanon, NH 03756.
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Nayak P, Guralnik JM, Polonsky TS, Kibbe MR, Tian L, Zhao L, Criqui MH, Ferrucci L, Li L, Zhang D, McDermott MM. Association of six-minute walk distance with subsequent lower extremity events in peripheral artery disease. Vasc Med 2020; 25:319-327. [PMID: 32338582 PMCID: PMC11353711 DOI: 10.1177/1358863x20901599] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2024]
Abstract
The prognostic significance of the six-minute walk distance for lower extremity events in people with peripheral artery disease (PAD) is unknown. This longitudinal study assessed whether a poorer six-minute walk distance at baseline was associated with higher rates of subsequent lower extremity atherosclerotic disease events in PAD. A total of 369 patients (mean age 69.4 ± 10.0 years; mean ankle-brachial index (ABI) 0.67 ± 0.17; 31% women; 30% black individuals) from Chicago-area medical centers with PAD were enrolled. Participants underwent baseline six-minute walk testing and returned for annual study visits. Lower extremity events consisted of one or more of the following: ABI decline greater than 15% or medical record adjudicated lower extremity revascularization, critical limb ischemia, or amputation. At a mean follow-up of 33.3 months, lower extremity events occurred in 66/123 (53.7%) people in the first (worst) tertile of six-minute walk performance, 55/124 (44.4%) in the second tertile, and 56/122 (45.9%) in the third (best) tertile. After adjusting for age, sex, race, ABI, comorbidities, and other confounders, participants in the first (worst) tertile of six-minute walk distance at baseline had higher rates of lower extremity events during follow-up, compared to those in the best tertile at baseline (HR = 1.74, 95% CI 1.17-2.60, p = 0.0067). Among people with PAD, a poorer six-minute walk distance was associated with higher rates of subsequent lower extremity PAD-related events after adjusting for confounders. Further study is needed to determine whether interventions that improve six-minute walk distance can reduce lower extremity adverse events in people with PAD.
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Affiliation(s)
- Pooja Nayak
- University of Illinois College of Medicine at Chicago, Chicago, IL, USA
| | - Jack M Guralnik
- Department of Epidemiology, University of Maryland, Baltimore, MD, USA
| | | | - Melina R Kibbe
- Department of Surgery, University of North Carolina, Chapel Hill, NC, USA
| | - Lu Tian
- Department of Biomedical Science Data, Stanford University, Palo Alto, CA, USA
| | - Lihui Zhao
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Michael H Criqui
- Department of Family Medicine and Public Health University of California San Diego, La Jolla, CA, USA
| | - Luigi Ferrucci
- National Institute on Aging Division of Intramural Research, Baltimore, MD, USA
| | - Lingyu Li
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Dongxue Zhang
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Mary M McDermott
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Kosmac K, Gonzalez‐Freire M, McDermott MM, White SH, Walton RG, Sufit RL, Tian L, Li L, Kibbe MR, Criqui MH, Guralnik JM, S. Polonsky T, Leeuwenburgh C, Ferrucci L, Peterson CA. Correlations of Calf Muscle Macrophage Content With Muscle Properties and Walking Performance in Peripheral Artery Disease. J Am Heart Assoc 2020; 9:e015929. [PMID: 32390569 PMCID: PMC7660852 DOI: 10.1161/jaha.118.015929] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 04/03/2020] [Indexed: 12/25/2022]
Abstract
Background Peripheral artery disease (PAD) is a manifestation of atherosclerosis characterized by reduced blood flow to the lower extremities and mobility loss. Preliminary evidence suggests PAD damages skeletal muscle, resulting in muscle impairments that contribute to functional decline. We sought to determine whether PAD is associated with an altered macrophage profile in gastrocnemius muscles and whether muscle macrophage populations are associated with impaired muscle phenotype and walking performance in patients with PAD. Methods and Results Macrophages, satellite cells, and extracellular matrix in gastrocnemius muscles from 25 patients with PAD and 7 patients without PAD were quantified using immunohistochemistry. Among patients with PAD, both the absolute number and percentage of cluster of differentiation (CD) 11b+CD206+ M2-like macrophages positively correlated to satellite cell number (r=0.461 [P=0.023] and r=0.416 [P=0.042], respectively) but not capillary density or extracellular matrix. The number of CD11b+CD206- macrophages negatively correlated to 4-meter walk tests at normal (r=-0.447, P=0.036) and fast pace (r=-0.510, P=0.014). Extracellular matrix occupied more muscle area in PAD compared with non-PAD (8.72±2.19% versus 5.30±1.03%, P<0.001) and positively correlated with capillary density (r=0.656, P<0.001). Conclusions Among people with PAD, higher CD206+ M2-like macrophage abundance was associated with greater satellite cell numbers and muscle fiber size. Lower CD206- macrophage abundance was associated with better walking performance. Further study is needed to determine whether CD206+ macrophages are associated with ongoing reparative processes enabling skeletal muscle adaptation to damage with PAD. Registration URL: https://www.clinicaltrials.gov; Unique identifiers: NCT00693940, NCT01408901, NCT0224660.
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Affiliation(s)
- Kate Kosmac
- College of Health Sciences and Center for Muscle BiologyUniversity of KentuckyLexingtonKY
| | | | - Mary M. McDermott
- Department of MedicineNorthwestern University Feinberg School of MedicineChicagoIL
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL
| | - Sarah H. White
- College of Health Sciences and Center for Muscle BiologyUniversity of KentuckyLexingtonKY
| | - R. Grace Walton
- College of Health Sciences and Center for Muscle BiologyUniversity of KentuckyLexingtonKY
| | - Robert L. Sufit
- Department of NeurologyNorthwestern University Feinberg School of MedicineChicagoIL
| | - Lu Tian
- Department of Health Research & PolicyStanford UniversityStanfordCA
| | - Lingyu Li
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL
| | - Melina R. Kibbe
- Department of SurgeryUniversity of North Carolina School of MedicineChapel HillNC
| | - Michael H. Criqui
- Department of Family Medicine and Public HealthUniversity of California at San DiegoLa JollaCA
| | | | | | - Christiaan Leeuwenburgh
- Department of Aging and Geriatric ResearchUniversity of Florida Institute on AgingGainesvilleFL
| | | | - Charlotte A. Peterson
- College of Health Sciences and Center for Muscle BiologyUniversity of KentuckyLexingtonKY
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7
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Gonzalez‐Freire M, Moore AZ, Peterson CA, Kosmac K, McDermott MM, Sufit RL, Guralnik JM, Polonsky T, Tian L, Kibbe MR, Criqui MH, Li L, Leeuwenburgh C, Ferrucci L. Associations of Peripheral Artery Disease With Calf Skeletal Muscle Mitochondrial DNA Heteroplasmy. J Am Heart Assoc 2020; 9:e015197. [PMID: 32200714 PMCID: PMC7428597 DOI: 10.1161/jaha.119.015197] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 02/24/2020] [Indexed: 12/13/2022]
Abstract
Background Patients with peripheral artery disease (PAD) undergo frequent episodes of ischemia-reperfusion in lower extremity muscles that may negatively affect mitochondrial health and are associated with impaired mobility. We hypothesized that skeletal muscle from PAD patients will show high mitochondrial DNA heteroplasmy, especially in regions more susceptible to oxidative damage, such as the displacement loop, and that the degree of heteroplasmy will be correlated with the severity of ischemia and mobility impairment. Methods and Results Mitochondrial mutations and deletions and their relative abundance were identified by targeted mitochondrial DNA sequencing in biopsy specimens of gastrocnemius muscle from 33 PAD (ankle brachial index <0.9) and 9 non-PAD (ankle brachial index >0.9) subjects aged ≥60 years. The probability of heteroplasmy per DNA base was significantly higher for PAD subjects than non-PAD within each region. In adjusted models, PAD was associated with higher heteroplasmy than non-PAD (P=0.003), but the association was limited to microheteroplasmy, that is heteroplasmy found in 1% to 5% of all mitochondrial genomes (P=0.004). Heteroplasmy in the displacement loop and coding regions were significantly higher for PAD than non-PAD subjects after adjustment for age, sex, race, and diabetes mellitus (P=0.037 and 0.004, respectively). Low mitochondrial damage, defined by both low mitochondrial DNA copy number and low microheteroplasmy, was associated with better walking performance. Conclusions People with PAD have higher "low frequency" heteroplasmy in gastrocnemius muscle compared with people without PAD. Among people with PAD, those who had evidence of least mitochondrial damage, had better walking performance than those with more mitochondrial damage. Registration URL: http://www.clinicaltrials.gov. Unique identifier: NCT02246660.
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Affiliation(s)
- Marta Gonzalez‐Freire
- National Institutes on HealthNational Institute on AgingBaltimoreMD
- Health Research Institute of the Balearic Islands (IdISBa)Palma de MallorcaIlles BalearsSpain
| | - A. Zenobia Moore
- National Institutes on HealthNational Institute on AgingBaltimoreMD
| | - Charlotte A. Peterson
- College of Health Sciences and Center for Muscle BiologyUniversity of KentuckyLexingtonKY
| | - Kate Kosmac
- College of Health Sciences and Center for Muscle BiologyUniversity of KentuckyLexingtonKY
| | - Mary M. McDermott
- Department of MedicineNorthwestern University Feinberg School of MedicineChicagoIL
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL
| | - Robert L. Sufit
- Department of NeurologyNorthwestern University Feinberg School of MedicineChicagoIL
| | | | | | - Lu Tian
- Department of Health Research & PolicyStanford UniversityStanfordCA
| | | | - Michael H. Criqui
- Department of Family Medicine and Public HealthUniversity of California at San DiegoLa JollaCA
| | - Lingyu Li
- Department of MedicineNorthwestern University Feinberg School of MedicineChicagoIL
| | - Christian Leeuwenburgh
- Department of Aging and Geriatric ResearchUniversity of Florida Institute on AgingGainesvilleFL
| | - Luigi Ferrucci
- National Institutes on HealthNational Institute on AgingBaltimoreMD
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Russell KS, Yates DP, Kramer CM, Feller A, Mahling P, Colin L, Clough T, Wang T, LaPerna L, Patel A, Lawall H, Shennak MM, Fulmer J, Nikol S, Smith WB, Müller OJ, Ratchford EV, Basson CT. A randomized, placebo-controlled trial of canakinumab in patients with peripheral artery disease. Vasc Med 2019; 24:414-421. [PMID: 31277561 DOI: 10.1177/1358863x19859072] [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: 11/17/2022]
Abstract
Extensive atherosclerotic plaque burden in the lower extremities often leads to symptomatic peripheral artery disease (PAD) including impaired walking performance and claudication. Interleukin-1β (IL-1β) may play an important pro-inflammatory role in the pathogenesis of this disease. Interruption of IL-1β signaling was hypothesized to decrease plaque progression in the leg macrovasculature and improve the mobility of patients with PAD with intermittent claudication. Thirty-eight patients (mean age 65 years; 71% male) with symptomatic PAD (confirmed by ankle-brachial index) were randomized 1:1 to receive canakinumab (150 mg subcutaneously) or placebo monthly for up to 12 months. The mean vessel wall area (by 3.0 T black-blood magnetic resonance imaging (MRI)) of the superficial femoral artery (SFA) was used to measure plaque volume. Mobility was assessed using the 6-minute walk test. Canakinumab was safe and well tolerated. Markers of systemic inflammation (interleukin-6 and high-sensitivity C-reactive protein) fell as early as 1 month after treatment. MRI (32 patients at 3 months; 21 patients at 12 months) showed no evidence of plaque progression in the SFA in either placebo-treated or canakinumab-treated patients. Although an exploratory endpoint, placebo-adjusted maximum and pain-free walking distance (58 m) improved as early as 3 months after treatment with canakinumab when compared with placebo. Although canakinumab did not alter plaque progression in the SFA, there is an early signal that it may improve maximum and pain-free walking distance in patients with symptomatic PAD. Larger studies aimed at this endpoint will be required to definitively demonstrate this. ClinicalTrials.gov Identifier: NCT01731990.
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Affiliation(s)
- Kerry S Russell
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Denise P Yates
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | | | - Andrea Feller
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Ping Mahling
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Laurence Colin
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Timothy Clough
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Tianke Wang
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Lucy LaPerna
- Remington-Davis Clinical Research, Columbus, OH, USA
| | - Alpa Patel
- Jacksonville Center for Clinical Research, Jacksonville, FL, USA
| | - Holger Lawall
- Praxis für Herzkreislauferkrankungen, Max Grundig Klinik Bühlerhöhe, Bühl, Germany
| | | | | | | | | | - Oliver J Müller
- University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | | | - Craig T Basson
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
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9
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Mathew RC, Kramer CM. Recent advances in magnetic resonance imaging for peripheral artery disease. Vasc Med 2018; 23:143-152. [PMID: 29633922 DOI: 10.1177/1358863x18754694] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The global burden of peripheral artery disease (PAD) is significant. This has led to numerous recent advances in magnetic resonance imaging (MRI) techniques in PAD. Older techniques such as time of flight MRI or phase contrast MRI are burdened by long acquisition times and significant issues with artifacts. In addition, the most used MRI modality, contrast-enhanced MR angiography (CE-MRA) is limited by the use of gadolinium contrast and its potential toxicity. Novel MRI techniques such as arterial spin labeling (ASL), blood-oxygen-level dependent imaging (BOLD), and first-pass perfusion gadolinium enhancement are advancing the field by providing skeletal muscle perfusion/oxygenation data while maintaining excellent spatial and temporal resolution. Perfusion data can be critical to providing objective clinical data of a visualized stenosis. In addition, there are a number of new MRI sequences assessing plaque composition and lesion severity in the absence of contrast. These approaches used in combination can provide useful clinical and prognostic data and provide critical endpoints in PAD research.
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Affiliation(s)
- Roshin C Mathew
- Departments of Medicine (Cardiology) and Radiology, University of Virginia Health System, Charlottesville, VA, USA
| | - Christopher M Kramer
- Departments of Medicine (Cardiology) and Radiology, University of Virginia Health System, Charlottesville, VA, USA
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10
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Egnot NS, Barinas-Mitchell E, Criqui MH, Allison MA, Ix JH, Jenny NS, Wassel CL. An exploratory factor analysis of inflammatory and coagulation markers associated with femoral artery atherosclerosis in the San Diego Population Study. Thromb Res 2018; 164:9-14. [PMID: 29459247 PMCID: PMC5899938 DOI: 10.1016/j.thromres.2018.02.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Revised: 01/24/2018] [Accepted: 02/08/2018] [Indexed: 12/24/2022]
Abstract
BACKGROUND AND AIMS Several biomarkers of inflammation and coagulation have been implicated in lower extremity atherosclerosis. We utilized an exploratory factor analysis (EFA) to identify distinct factors derived from circulating inflammatory and coagulation biomarkers then examined the associations of these factors with measures of lower extremity subclinical atherosclerosis, including the ankle-brachial index (ABI), common and superficial femoral intima-media thickness (IMT), and atherosclerotic plaque presence, burden, and characteristics. METHODS The San Diego Population Study (SDPS) is a prospective, community-living, multi-ethnic cohort of 1103 men and women averaged age 70. Regression analysis was used to assess cross-sectional associations between the identified groupings of biomarkers (factors) and the ABI and femoral artery atherosclerosis measurements. RESULTS Two biomarker factors emerged from the factor analysis. Factor 1 consisting of C-reactive protein (CRP), interleukin (IL)-6, and fibrinogen was significantly associated with higher odds (OR = 1.99, p < 0.01) of a borderline ABI value (0.91-0.99), while Factor 2 containing D-dimer and pentraxin (PTX)-3 was significantly associated with higher common femoral artery (CFA) IMT (β = 0.23, p < 0.01) and lower ABI (β = -0.03, p < 0.01). CONCLUSIONS Two groupings of biomarkers were identified via EFA of seven circulating biomarkers of inflammation and coagulation. These distinct groups are differentially associated with markers of lower extremity subclinical atherosclerosis. Our findings suggest that high inflammatory and coagulation burden were better markers of more severe lower-extremity disease as indicated by low ABI rather than early atherosclerotic lesion development in the femoral artery.
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Affiliation(s)
- Natalie Suder Egnot
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States.
| | - Emma Barinas-Mitchell
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States
| | - Michael H Criqui
- Division of Preventive Medicine, Department of Family Medicine and Public Health, School of Medicine, University of California-San Diego, La Jolla, CA, United States
| | - Matthew A Allison
- Division of Preventive Medicine, Department of Family Medicine and Public Health, School of Medicine, University of California-San Diego, La Jolla, CA, United States
| | - Joachim H Ix
- Division of Preventive Medicine, Department of Family Medicine and Public Health, School of Medicine, University of California-San Diego, La Jolla, CA, United States; Division of Nephrology, Department of Medicine, School of Medicine, University of California-San Diego, La Jolla, CA, United States
| | - Nancy S Jenny
- Department of Pathology and Laboratory Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, United States
| | - Christina L Wassel
- Department of Pathology and Laboratory Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, United States
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11
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Roy TL, Forbes TL, Dueck AD, Wright GA. MRI for peripheral artery disease: Introductory physics for vascular physicians. Vasc Med 2018. [DOI: 10.1177/1358863x18759826] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Magnetic resonance imaging (MRI) has advanced significantly in the past decade and provides a safe and non-invasive method of evaluating peripheral artery disease (PAD), with and without using exogenous contrast agents. MRI offers a promising alternative for imaging patients but the complexity of MRI can make it less accessible for physicians to understand or use. This article provides a brief introduction to the technical principles of MRI for physicians who manage PAD patients. We discuss the basic principles of how MRI works and tailor the discussion to how MRI can evaluate anatomic characteristics of peripheral arterial lesions.
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Affiliation(s)
- Trisha L Roy
- Division of Vascular Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Schulich Heart Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Thomas L Forbes
- Division of Vascular Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Andrew D Dueck
- Division of Vascular Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Schulich Heart Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Graham A Wright
- Schulich Heart Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
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12
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Plasma microbiome-modulated indole- and phenyl-derived metabolites associate with advanced atherosclerosis and postoperative outcomes. J Vasc Surg 2017; 68:1552-1562.e7. [PMID: 29248242 DOI: 10.1016/j.jvs.2017.09.029] [Citation(s) in RCA: 96] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 09/17/2017] [Indexed: 12/31/2022]
Abstract
OBJECTIVE Multiple studies have shown that gut microbes contribute to atherosclerosis, and there is mounting evidence that microbial metabolism of dietary nutrients influences pathophysiology. We hypothesized that indole- and phenyl-derived metabolites that originate solely or in part from bacterial sources would differ between patients with advanced atherosclerosis and age- and sex-matched controls without clinically apparent atherosclerosis. METHODS Plasma from the advanced atherosclerosis cohort (n = 100) was from patients who underwent carotid endarterectomy, open infrainguinal leg revascularization, or major leg amputation for critical limb ischemia. The controls (n = 22) were age- and sex-matched participants who had no peripheral arterial disease or history of stroke or myocardial infarction. Patients with chronic kidney disease were excluded. Metabolites and internal standards were measured using high-performance liquid chromatography and tandem mass spectrometry. RESULTS Plasma metabolite concentrations differed significantly between the advanced atherosclerosis and control cohorts. After adjustment for traditional atherosclerosis risk factors, indole (odds ratio [OR], 0.84; 95% confidence interval [CI], 0.75-0.95; P = .004), tryptophan (OR, <0.001; 95% CI, <0.001-0.003; P < .001), indole-3-propionic acid (OR, 0.27; 95% CI, 0.019-0.91; P = .02), and indole-3-aldehyde (OR, 0.12; 95% CI, 0.014-0.92; P = .04) concentrations negatively associated with advanced atherosclerosis, whereas the kynurenine/tryptophan ratio (OR, 61.7; 95% CI, 1.9->999; P = .02) was positively associated. Furthermore, tryptophan and indole-3-propionic acid concentrations (Spearman coefficients of 0.63 and 0.56, respectively; P < .001) correlated with the ankle-brachial index, a surrogate for overall atherosclerotic disease burden. Fourteen patients experienced a major postoperative cardiac complication within 30 days in the advanced atherosclerosis cohort, which was associated with baseline kynurenine/tryptophan ratio (P = .001) and hippuric acid (P = .03). In a multivariate analysis, only the kynurenine/tryptophan ratio remained significantly associated with a postoperative cardiac complication (OR, 44.1; 95% CI, 3.3-587.1; P = .004). Twenty patients in the advanced atherosclerosis cohort experienced a major adverse cardiac event during the follow-up period, which was associated with hippuric acid (P = .002) and the kynurenine/tryptophan ratio (P < .001) at baseline. Both hippuric acid and the kynurenine/tryptophan ratio were independently associated with a major adverse cardiac event in multivariate analyses that included diabetes mellitus. CONCLUSIONS Specific microbe-derived metabolite signatures associate with advanced human atherosclerosis and postoperative cardiac complications. We suggest that these metabolites are potential novel biomarkers for atherosclerotic disease burden and that further investigation into mechanistic links between defined microbial metabolic pathways and cardiovascular disease is warranted.
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13
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McDermott MM, Carroll T, Carr J, Yuan C, Ferrucci L, Guralnik JM, Kibbe M, Criqui MH, Tian L, Polonsky T, Zhao L, Gao Y, Hippe DS, Xu D, McCarthy W, Kramer CM. Femoral artery plaque characteristics, lower extremity collaterals, and mobility loss in peripheral artery disease. Vasc Med 2017; 22:473-481. [PMID: 28965473 PMCID: PMC6127853 DOI: 10.1177/1358863x17729030] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Little is known about the prognostic significance of specific characteristics of magnetic resonance imaging (MRI) measured plaque in the superficial femoral artery (SFA). Associations of MRI-measured plaque quantity, lumen area, and plaque composition in the SFA with subsequent mobility loss were studied in people with lower extremity peripheral artery disease (PAD). Participants with an ankle-brachial index (ABI) < 1.00 were identified from Chicago medical centers and underwent direct visualization of atherosclerotic plaque in the SFA using MRI. Participants were followed annually for up to 4 years. Mobility loss was defined as becoming unable to walk up and down a flight of stairs or walk one-quarter of a mile without assistance among participants without mobility impairment at baseline. Analyses adjusted for age, sex, race, comorbidities, ABI, physical activity, and other confounders. Of 308 PAD participants without baseline mobility impairment, 100 (32.5%) developed mobility loss during follow-up. Compared to the lowest mean plaque area tertile at baseline, participants in the highest (worst) plaque area tertile had a higher rate of mobility loss (hazard ratio (HR) = 2.08, 95% confidence interval (CI) = 1.14-3.79, p = 0.018). Compared to the highest mean lumen area tertile, the smallest (worst) mean lumen area tertile was associated with greater mobility loss (HR = 2.18, 95% CI = 1.20-3.96, p = 0.011). Neither lipid rich necrotic core nor calcium in the SFA were associated with mobility loss. In conclusion, greater plaque quantity and smaller lumen area in the proximal SFA, but not lipid rich necrotic core or calcium, were associated with higher mobility loss in people with PAD.
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Affiliation(s)
- Mary M McDermott
- Department of Medicine, Northwestern University’s Feinberg School of Medicine, Chicago, IL, USA
- Department of Preventive Medicine, Northwestern University’s Feinberg School of Medicine, Chicago, IL, USA
| | - Timothy Carroll
- Department of Radiology, University of Chicago, Chicago, IL, USA
| | - James Carr
- Department of Radiology, Northwestern University’s Feinberg School of Medicine, Chicago, IL, USA
| | - Chun Yuan
- Department of Radiology and Bioengineering, University of Washington, Seattle, WA, USA
| | | | - Jack M Guralnik
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MA, USA
| | - Melina Kibbe
- Department of Surgery, University of North Carolina, Chapel Hill, NC, USA
| | - Michael H Criqui
- Department of Family and Preventive Medicine, University of California at San Diego, La Jolla, CA, USA
| | - Lu Tian
- Department of Health Research and Policy, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Tamar Polonsky
- Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Lihui Zhao
- Department of Preventive Medicine, Northwestern University’s Feinberg School of Medicine, Chicago, IL, USA
| | - Ying Gao
- Department of Medicine, Northwestern University’s Feinberg School of Medicine, Chicago, IL, USA
- Department of Preventive Medicine, Northwestern University’s Feinberg School of Medicine, Chicago, IL, USA
| | | | | | - Walter McCarthy
- University Cardiovascular Surgeons, Rush University Medical Center, Chicago, IL, USA
| | - Christopher M Kramer
- Departments of Medicine, Radiology, and Medical Imaging, University of Virginia Health System, Charlottesville, VA, USA
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14
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McDermott MM, Kramer CM, Tian L, Carr J, Guralnik JM, Polonsky T, Carroll T, Kibbe M, Criqui MH, Ferrucci L, Zhao L, Hippe DS, Wilkins J, Xu D, Liao Y, McCarthy W, Yuan C. Plaque Composition in the Proximal Superficial Femoral Artery and Peripheral Artery Disease Events. JACC Cardiovasc Imaging 2016; 10:1003-1012. [PMID: 27838307 DOI: 10.1016/j.jcmg.2016.08.012] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Revised: 07/21/2016] [Accepted: 08/24/2016] [Indexed: 11/20/2022]
Abstract
OBJECTIVES The aim of this study was to describe associations of the presence of lipid-rich necrotic core (LRNC) in the proximal superficial femoral artery (SFA) with lower extremity peripheral artery disease (PAD) event rates and systemic cardiovascular event rates. BACKGROUND LRNC in the coronary and carotid arteries is associated with adverse outcomes but has not been studied previously in lower extremity arteries. METHODS Participants with ankle-brachial index (ABI) values <1.00 were identified from Chicago medical centers and followed annually. Magnetic resonance imaging was used to characterize SFA atherosclerotic plaque at baseline. Medical records for hospitalizations and procedures after baseline were adjudicated for lower extremity revascularization, amputation, and critical limb ischemia and also for new coronary events, ischemic stroke, and mortality. RESULTS Of 254 participants with PAD, 62 (24%) had LRNC and 149 (59%) had calcium in the SFA at baseline. Cox regression analyses were adjusted for age, sex, race, comorbidities, baseline ABI, and other confounders. SFA LRNC was associated with an increased incidence of the combined outcome of lower extremity amputation, critical limb ischemia, ABI decline >0.15, and revascularization at 47-month follow-up (hazard ratio: 2.18; 95% confidence interval: 1.27 to 3.75; p = 0.005). The association of SFA LRNC with PAD events was maintained even when this combined outcome excluded lower extremity revascularization (hazard ratio: 2.58; 95% confidence interval: 1.25 to 5.33; p = 0.01). LRNC in the SFA was not associated with all-cause mortality, acute coronary events, or stroke. CONCLUSIONS Among patients with PAD, LRNC in the SFA was associated with higher rates of clinical PAD events, and this association was independent of ABI. Further study is needed to determine whether interventions that reduce SFA LRNC prevent PAD events.
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Affiliation(s)
- Mary M McDermott
- Department of Medicine Northwestern University Feinberg School of Medicine, Chicago, Illinois; Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
| | - Christopher M Kramer
- Departments of Medicine, Radiology, and Medical Imaging, University of Virginia Health System, Charlottesville, Virginia
| | - Lu Tian
- Department of Health Research and Policy, Stanford University School of Medicine, Stanford, California
| | - James Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Jack M Guralnik
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland
| | - Tamar Polonsky
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Timothy Carroll
- Department of Radiology, University of Chicago, Chicago, Illinois
| | - Melina Kibbe
- Jesse Brown Veterans Affairs Medical Center, Chicago, Illinois; Division of Vascular Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | - Luigi Ferrucci
- Department of Family and Preventive Medicine, University of California, San Diego, San Diego, California
| | - Lihui Zhao
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Daniel S Hippe
- Department of Radiology and Bioengineering, University of Washington, Seattle, Washington
| | - John Wilkins
- Department of Medicine Northwestern University Feinberg School of Medicine, Chicago, Illinois; Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Dongxiang Xu
- Department of Radiology and Bioengineering, University of Washington, Seattle, Washington
| | - Yihua Liao
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Walter McCarthy
- University Cardiovascular Surgeons, Rush University Medical Center, Chicago, Illinois
| | - Chun Yuan
- Department of Radiology and Bioengineering, University of Washington, Seattle, Washington
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15
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White SH, McDermott MM, Sufit RL, Kosmac K, Bugg AW, Gonzalez-Freire M, Ferrucci L, Tian L, Zhao L, Gao Y, Kibbe MR, Criqui MH, Leeuwenburgh C, Peterson CA. Walking performance is positively correlated to calf muscle fiber size in peripheral artery disease subjects, but fibers show aberrant mitophagy: an observational study. J Transl Med 2016; 14:284. [PMID: 27687713 PMCID: PMC5043620 DOI: 10.1186/s12967-016-1030-6] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 09/06/2016] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Patients with lower extremity peripheral artery disease (PAD) have decreased mobility, which is not fully explained by impaired blood supply to the lower limb. Additionally, reports are conflicted regarding fiber type distribution patterns in PAD, but agree that skeletal muscle mitochondrial respiration is impaired. METHODS To test the hypothesis that reduced muscle fiber oxidative activity and type I distribution are negatively associated with walking performance in PAD, calf muscle biopsies from non-PAD (n = 7) and PAD participants (n = 26) were analyzed immunohistochemically for fiber type and size, oxidative activity, markers of autophagy, and capillary density. Data were analyzed using analysis of covariance. RESULTS There was a wide range in fiber type distribution among subjects with PAD (9-81 % type I fibers) that did not correlate with walking performance. However, mean type I fiber size correlated with 4-min normal- and fastest-paced walk velocity (r = 0.4940, P = 0.010 and r = 0.4944, P = 0.010, respectively). Although intensity of succinate dehydrogenase activity staining was consistent with fiber type, up to 17 % of oxidative fibers were devoid of mitochondria in their cores, and the core showed accumulation of the autophagic marker, LC3, which did not completely co-localize with LAMP2, a lysosome marker. CONCLUSIONS Calf muscle type I fiber size positively correlates with walking performance in PAD. Accumulation of LC3 and a lack of co-localization of LC3 with LAMP2 in the area depleted of mitochondria in PAD fibers suggests impaired clearance of damaged mitochondria, which may contribute to reduced muscle oxidative capacity. Further study is needed to determine whether defective mitophagy is associated with decline in function over time, and whether interventions aimed at preserving mitochondrial function and improving autophagy can improve walking performance in PAD.
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Affiliation(s)
- Sarah H White
- College of Health Sciences and Center for Muscle Biology, University of Kentucky, 900 S Limestone CTW105, Lexington, KY, 40536, USA
| | - Mary M McDermott
- Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, 750 North Lake Shore Drive, 10th Floor, Chicago, 60611, USA. .,Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
| | - Robert L Sufit
- Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Kate Kosmac
- College of Health Sciences and Center for Muscle Biology, University of Kentucky, 900 S Limestone CTW105, Lexington, KY, 40536, USA
| | - Alex W Bugg
- College of Health Sciences and Center for Muscle Biology, University of Kentucky, 900 S Limestone CTW105, Lexington, KY, 40536, USA
| | | | | | - Lu Tian
- Department of Health Research & Policy, Stanford University, Stanford, CA, USA
| | - Lihui Zhao
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Ying Gao
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Melina R Kibbe
- Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Jesse Brown Veterans Affairs Medical Center, Chicago, IL, USA
| | - Michael H Criqui
- Department of Family Medicine and Public Health, University of California at San Diego, La Jolla, CA, USA
| | - Christiaan Leeuwenburgh
- Department of Aging and Geriatric Research, University of Florida Institute on Aging, Gainesville, FL, USA
| | - Charlotte A Peterson
- College of Health Sciences and Center for Muscle Biology, University of Kentucky, 900 S Limestone CTW105, Lexington, KY, 40536, USA.
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16
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Abstract
PURPOSE To test and validate magnetic resonance imaging (MRI) sequences for peripheral artery lesion characterization and relate the MRI characteristics to the amount of force required for a guidewire to puncture peripheral chronic total occlusions (CTOs) as a surrogate for immediate failure of endovascular therapy. METHODS Diseased superficial femoral, popliteal, and tibial artery segments containing 55 atherosclerotic lesions were excised from the amputated limbs of 7 patients with critical limb ischemia. The lesions were imaged at high resolution (75 μm3 voxels) with T2-weighted (T2W) and ultrashort echo time (UTE) sequences on a 7-T MR scanner. The MR images (n=15) were validated with micro-computed tomography and histology. CTOs (n=40) were classified by their MR signal characteristics as "soft" (signals indicating fat, thrombus, microchannels, or loose fibrous tissue), "hard" (collagen and/or speckled calcium signals), or "calcified" (calcified nodule signals). A 2-kg load cell advanced the back end of a 0.035-inch stiff guidewire at a fixed displacement rate (0.05 mm/s) through the CTOs, and the forces required to cross each lesion were measured. RESULTS T2W images showed fat as hyperintense and hardened tissue as hypointense. Calcium and thrombus appeared as a signal void in conventional MRI sequences but were easily identified in UTE images (thrombus was hyperintense and calcium hypointense). MRI accurately differentiated "hard," "soft," and "calcified" CTOs based on associated guidewire puncture force. The guidewire could not enter "calcified" CTOs (n=6) at all. "Hard" CTOs (n=9) required a significantly higher (p<0.001) puncture force of 1.71±0.51 N vs 0.43±0.36 N for "soft" CTOs (n=25). CONCLUSION MRI characteristics of PAD lesions correlate with guidewire puncture forces, an important aspect of crossability. Future work will determine if clinical MR scanners can be used to predict success in peripheral vascular interventions.
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Affiliation(s)
- Trisha Roy
- 1 Schulich Heart Program and the Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.,2 Division of Vascular Surgery, Department of Surgery, University of Toronto, Ontario, Canada
| | - Garry Liu
- 1 Schulich Heart Program and the Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.,3 Department of Medical Biophysics, University of Toronto, Ontario, Canada
| | - Noor Shaikh
- 4 Division of Engineering Science, University of Toronto, Ontario, Canada
| | - Andrew D Dueck
- 1 Schulich Heart Program and the Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.,2 Division of Vascular Surgery, Department of Surgery, University of Toronto, Ontario, Canada
| | - Graham A Wright
- 1 Schulich Heart Program and the Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.,3 Department of Medical Biophysics, University of Toronto, Ontario, Canada
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17
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Ignjatović N, Stojanović M, Stanojević G, Karanikolić A, Radojković M, Živić S, Stojanov D, Stojanov D, Ignjatović J, Benedeto-Stojanov D, Milojković B. RELATIONSHIP BETWEEN SUBJECTIVE DISCOMFORTS AND EVALUTION OF DIAGNOSTIC PROCEDURES BASED ON THE STAGES OF CHRONICAL ARTERY INSUFFICIENCY OF LOWER EXTREMITIES. ACTA MEDICA MEDIANAE 2016. [DOI: 10.5633/amm.2016.0307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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18
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Polonsky TS, Liu K, Tian L, Carr J, Carroll TJ, Berry J, Criqui MH, Ferrucci L, Guralnik JM, Kibbe MR, Kramer CM, Li F, Xu D, Zhao X, Yuan C, McDermott MM. High-risk plaque in the superficial femoral artery of people with peripheral artery disease: prevalence and associated clinical characteristics. Atherosclerosis 2014; 237:169-76. [PMID: 25240112 DOI: 10.1016/j.atherosclerosis.2014.08.034] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2014] [Revised: 07/23/2014] [Accepted: 08/18/2014] [Indexed: 10/24/2022]
Abstract
OBJECTIVE We used magnetic resonance imaging (MRI) to study the prevalence and associated clinical characteristics of high-risk plaque (defined as presence of lipid-rich necrotic core [LRNC] and intraplaque hemorrhage) in the superficial femoral arteries (SFA) among people with peripheral artery disease (PAD). BACKGROUND The prevalence and clinical characteristics associated with high-risk plaque in the SFA are unknown. METHODS Three-hundred-three participants with PAD underwent MRI of the proximal SFA using a 1.5 T S platform. Twelve contiguous 2.5 mm cross-sectional images were obtained. RESULTS LRNC was present in 68 (22.4%) participants. Only one had intra-plaque hemorrhage. After adjusting for age and sex, smoking prevalence was higher among adults with LRNC than among those without LRNC (35.9% vs. 21.4%, p = 0.02). Among participants with vs. without LRNC there were no differences in mean percent lumen area (31% vs. 33%, p = 0.42), normalized mean wall area (0.71 vs. 0.70, p = 0.67) or maximum wall area (0.96 vs. 0.92, p = 0.54) in the SFA. Among participants with LRNC, cross-sectional images containing LRNC had a smaller percent lumen area (33% ± 1% vs. 39% ± 1%, p < 0.001), greater normalized mean wall thickness (0.25 ± 0.01 vs. 0.22 ± 0.01, p < 0.001), and greater normalized maximum wall thickness (0.41 ± 0.01 vs. 0.31 ± 0.01, p < 0.001), compared to cross-sectional images without LRNC. CONCLUSIONS Fewer than 25% of adults with PAD had high-risk plaque in the proximal SFA using MRI. Smoking was the only clinical characteristic associated with presence of LRNC. Further study is needed to determine the prognostic significance of LRNC in the SFA. CLINICAL TRIAL REGISTRATION-URL http://www.clinicaltrials.gov. Unique identifier: NCT00520312.
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Affiliation(s)
- Tamar S Polonsky
- Department of Medicine, University of Chicago, Chicago, IL, USA.
| | - Kiang Liu
- Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA.
| | - Lu Tian
- Department of Health Research and Policy, Stanford University School of Medicine, Palo Alto, CA, USA.
| | - James Carr
- Department of Biomedical Engineering and Radiology, Northwestern University, Chicago, IL, USA.
| | - Timothy J Carroll
- Department of Biomedical Engineering and Radiology, Northwestern University, Chicago, IL, USA.
| | - Jarett Berry
- Department of Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | - Michael H Criqui
- Department of Family and Preventive Medicine, University of California at San Diego, San Diego, CA, USA.
| | - Luigi Ferrucci
- Laboratory of Clinical Epidemiology, National Institute on Aging, Bethesda, MD, USA.
| | - Jack M Guralnik
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA.
| | - Melina R Kibbe
- Division of Vascular Surgery, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA.
| | - Christopher M Kramer
- Department of Radiology and Medicine, University of Virginia Health System, Charlottesville, VA, USA.
| | - Feiyu Li
- Department of Radiology, University of Washington, Seattle, WA, USA.
| | - Dongxiang Xu
- Department of Radiology, University of Washington, Seattle, WA, USA.
| | - Xihao Zhao
- Department of Radiology, University of Washington, Seattle, WA, USA.
| | - Chun Yuan
- Department of Radiology, University of Washington, Seattle, WA, USA.
| | - Mary M McDermott
- Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA; Department of Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA.
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19
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McDermott MM, Carr J, Liu K, Kramer CM, Yuan C, Tian L, Criqui MH, Guralnik JM, Ferrucci L, Zhao L, Xu D, Kibbe M, Berry J, Carroll TJ. Collateral vessel number, plaque burden, and functional decline in peripheral artery disease. Vasc Med 2014; 19:281-288. [PMID: 25047855 DOI: 10.1177/1358863x14540362] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Associations of collateral vessels and lower extremity plaque with functional decline are unknown. Among people with peripheral artery disease (PAD), we determined whether greater superficial femoral artery (SFA) plaque burden combined with fewer lower extremity collateral vessels was associated with faster functional decline, compared to less plaque and/or more numerous collateral vessels. A total of 226 participants with ankle-brachial index (ABI) <1.00 underwent magnetic resonance imaging of lower extremity collateral vessels and cross-sectional imaging of the proximal SFA. Participants were categorized as follows: Group 1 (best), maximum plaque area < median and collateral vessel number ≥6 (median); Group 2, maximum plaque area < median and collateral vessel number <6; Group 3, maximum plaque area > median and collateral vessel number ≥6; Group 4 (worst), maximum plaque area > median and collateral vessel number <6. Functional measures were performed at baseline and annually for 2 years. Analyses adjust for age, sex, race, comorbidities, and other confounders. Annual changes in usual-paced walking velocity were: Group 1, +0.01 m/s; Group 2, -0.02 m/s; Group 3, -0.01 m/s; Group 4, -0.05 m/s (p-trend=0.008). Group 4 had greater decline than Group 1 (p<0.001), Group 2 (p=0.029), and Group 3 (p=0.010). Similar trends were observed for fastest-paced 4-meter walking velocity (p-trend=0.018). Results were not substantially changed when analyses were repeated with additional adjustment for ABI. However, there were no associations of SFA plaque burden and collateral vessel number with decline in 6-minute walk. In summary, a larger SFA plaque burden combined with fewer collateral vessels is associated with a faster decline in usual and fastest-paced walking velocity in PAD.
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Affiliation(s)
- Mary M McDermott
- Northwestern University's Feinberg School of Medicine, Chicago, IL, USA
| | - James Carr
- Northwestern University's Feinberg School of Medicine, Chicago, IL, USA
| | - Kiang Liu
- Northwestern University's Feinberg School of Medicine, Chicago, IL, USA
| | | | - Chun Yuan
- University of Washington, Seattle, WA, USA University of Washington School of Medicine, Seattle, WA, USA
| | - Lu Tian
- Stanford University School of Medicine, Stanford, CA, USA
| | | | - Jack M Guralnik
- University of Maryland School of Medicine, Baltimore, MD, USA
| | | | - Lihui Zhao
- Northwestern University's Feinberg School of Medicine, Chicago, IL, USA
| | - Dongxiang Xu
- University of Washington School of Medicine, Seattle, WA, USA
| | - Melina Kibbe
- Northwestern University's Feinberg School of Medicine, Chicago, IL, USA Jesse Brown VA Medical Center, Chicago, IL, USA
| | - Jarett Berry
- University of Texas Southwestern, Dallas, TX, USA
| | - Timothy J Carroll
- Northwestern University's Feinberg School of Medicine, Chicago, IL, USA
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20
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Galizia MS, Barker A, Liao Y, Collins J, Carr J, McDermott MM, Markl M. Wall morphology, blood flow and wall shear stress: MR findings in patients with peripheral artery disease. Eur Radiol 2013; 24:850-6. [PMID: 24326757 DOI: 10.1007/s00330-013-3081-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2013] [Revised: 10/21/2013] [Accepted: 11/05/2013] [Indexed: 01/27/2023]
Abstract
OBJECTIVES To investigate the influence of atherosclerotic plaques on femoral haemodynamics assessed by two-dimensional (2D) phase-contrast (PC) magnetic resonance imaging (MRI) with three-directional velocity encoding. METHODS During 1 year, patients with peripheral artery disease and an ankle brachial index <1.00 were enrolled. After institutional review board approval and written informed consent, 44 patients (age, 70 ± 12 years) underwent common femoral artery MRI. Patients with contra-indications for MRI were excluded. Sequences included 2D time-of-flight, proton-density, T1-weighted and T2-weighted MRI. Electrocardiogram (ECG)-gated 2D PC-MRI with 3D velocity encoding was acquired. A radiologist classified images in five categories. Blood flow, velocity and wall shear stress (WSS) along the vessel circumference were quantified from the PC-MRI data. RESULTS The acquired images were of good quality for interpretation. There were no image quality problems related to poor ECG-gating or slice positioning. Velocities, oscillatory shear stress and total flow were similar between patients with normal arteries and wall thickening/plaque. Patients with plaques demonstrated regionally increased peak systolic WSS and enhanced WSS eccentricity. CONCLUSIONS Combined multi-contrast morphological imaging of the peripheral arterial wall with PC-MRI with three-directional velocity encoding is a feasible technique. Further study is needed to determine whether flow is an appropriate marker for altered endothelial cell function, vascular remodelling and plaque progression. KEY POINTS • Femoral plaques are associated with altered dynamics of peripheral blood flow. • Multi-contrast MRI can investigate the presence and type of atherosclerotic plaques. • Three-dimensional velocity-encoding phase-contrast MRI can investigate flow and wall shear stress. • Atherosclerotic peripheral arteries demonstrate increased systolic velocities and wall shear stress.
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Affiliation(s)
- Mauricio S Galizia
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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Circulation: Cardiovascular Imaging
Editors’ Picks. Circ Cardiovasc Imaging 2013. [DOI: 10.1161/circimaging.113.001335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Huang CC, McDermott MM, Liu K, Kuo CH, Wang SY, Tao H, Tseng YJ. Plasma metabolomic profiles predict near-term death among individuals with lower extremity peripheral arterial disease. J Vasc Surg 2013; 58:989-96.e1. [PMID: 23688629 DOI: 10.1016/j.jvs.2013.04.022] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2012] [Revised: 02/19/2013] [Accepted: 04/15/2013] [Indexed: 10/26/2022]
Abstract
BACKGROUND Individuals with peripheral arterial disease (PAD) have a nearly two-fold increased risk of all-cause and cardiovascular disease mortality compared to those without PAD. This pilot study determined whether metabolomic profiling can accurately identify patients with PAD who are at increased risk of near-term mortality. METHODS We completed a case-control study using (1)H NMR metabolomic profiling of plasma from 20 decedents with PAD, without critical limb ischemia, who had blood drawn within 8 months prior to death (index blood draw) and within 10 to 28 months prior to death (preindex blood draw). Twenty-one PAD participants who survived more than 30 months after their index blood draw served as a control population. RESULTS Results showed distinct metabolomic patterns between preindex decedent, index decedent, and survivor samples. The major chemical signals contributing to the differential pattern (between survivors and decedents) arose from the fatty acyl chain protons of lipoproteins and the choline head group protons of phospholipids. Using the top 40 chemical signals for which the intensity was most distinct between survivor and preindex decedent samples, classification models predicted near-term all-cause death with overall accuracy of 78% (32/41), a sensitivity of 85% (17/20), and a specificity of 71% (15/21). When comparing survivor with index decedent samples, the overall classification accuracy was optimal at 83% (34/41) with a sensitivity of 80% (16/20) and a specificity of 86% (18/21), using as few as the top 10 to 20 chemical signals. CONCLUSIONS Our results suggest that metabolomic profiling of plasma may be useful for identifying PAD patients at increased risk for near-term death. Larger studies using more sensitive metabolomic techniques are needed to identify specific metabolic pathways associated with increased risk of near-term all-cause mortality among PAD patients.
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Affiliation(s)
- Chiang-Ching Huang
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Ill
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Schorr EN, Treat-Jacobson D. Methods of symptom evaluation and their impact on peripheral artery disease (PAD) symptom prevalence: a review. Vasc Med 2013; 18:95-111. [PMID: 23509087 DOI: 10.1177/1358863x13480001] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Peripheral artery disease (PAD) is a common progressive atherosclerotic occlusive disease that causes insufficient blood flow to the lower extremities. The symptom that health care professionals most often associate with PAD is claudication. However, patient reporting of claudication is highly variable. A structured literature review was conducted to evaluate how PAD symptoms are identified, defined, and categorized. This review focuses on the development and performance characteristics of PAD symptom questionnaires and the identification of a spectrum of leg symptoms beyond classic claudication. Additionally, potential confounders of PAD symptom reporting and strategies for a more comprehensive assessment of PAD symptoms are discussed. Overall, there is a lack of consistency in the utilization of PAD claudication questionnaires which impacts PAD symptom reporting and categorization. Based on this review, atypical symptoms are commonly reported, but poorly understood. Additional research is needed to gain a better understanding of the presentation of atypical symptoms, as well as the role of age, gender, race, and comorbid conditions on the symptom experience of patients with PAD.
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Affiliation(s)
- Erica N Schorr
- University of Minnesota School of Nursing, Minneapolis, MN 55455, USA.
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Kataoka Y, Uno K, Puri R, Nicholls SJ. Current imaging modalities for atherosclerosis. Expert Rev Cardiovasc Ther 2012; 10:457-71. [PMID: 22458579 DOI: 10.1586/erc.12.28] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Atherosclerotic disease is responsible for nearly half of all deaths in the western world. During the past three decades, considerable efforts have been made towards detection and assessment of atherosclerosis plaques in various vascular beds using different imaging techniques. Recently, both noninvasive and invasive modalities have frequently been used to refine cardiovascular risk assessment in high-risk individuals, to evaluate the natural history of atheroma burden and to reveal the impact of anti-atherosclerotic medical therapies on disease progression. In this review, we provide an overview of the currently available imaging modalities. This article will underscore arterial wall imaging to assess the impact of medical therapies on atherosclerosis and to develop the effective therapeutic strategies, resulting in the prevention of cardiovascular complications.
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Affiliation(s)
- Yu Kataoka
- Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44195, USA
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McDermott MM, Liu K, Carroll TJ, Kibbe M, Ferrucci L, Guralnik JM, Morasch M, Pearce W, Carr J, Yuan C, Kramer CM, Tian L, Liao Y, Li D, Criqui MH. Plaque Characteristics in the Superficial Femoral Artery Correlate with Walking Impairment Questionnaire Scores in Peripheral Arterial Disease: The Walking and Leg Circulation Study (WALCS) III. JOURNAL OF SURGICAL RADIOLOGY 2012; 3:148-157. [PMID: 29188081 PMCID: PMC5703222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
PURPOSE We studied associations of magnetic resonance imaging (MRI)-measured plaque area and relative percent lumen reduction in the proximal superficial femoral artery with Walking Impairment Questionnaire (WIQ) scores and quality of life in people with lower extremity peripheral arterial disease (PAD). METHODS Four-hundred forty-two participants with PAD underwent cross-sectional imaging of the proximal superficial femoral artery with MRI, and completed the WIQ and the Short-Form-12 mental and physical functioning questionnaires. Questionnaires were scored on a 0-100 scale (100=best). Results adjust for age, sex, race, the ankle brachial index (ABI), comorbidities, and other covariates. RESULTS Adjusting for age, sex, race, ABI, comorbidities, and other covariates, higher mean plaque area was associated with poorer WIQ distance scores (1st quintile (least plaque)-44.8, 2nd quintile-43.3, 3rd quintile-38.9, 4th quintile-34.6, 5th quintile (greatest plaque)-30.6, p trend <0.001) and poorer WIQ speed scores (1st quintile-40.6, 2nd quintile-39.6, 3rd quintile-39.5, 4th quintile-32.8, 5th quintile-33.0, p trend =0.019). Similar associations of higher maximum plaque area, mean lumen reduction, and maximum lumen reduction with poorer WIQ distance and speed scores were observed. Plaque measures were not associated with WIQ stair climbing scores or SF-12 scores. CONCLUSION Among participants with PAD, greater plaque burden and smaller lumen area in the proximal superficial femoral artery are associated with poorer walking endurance and slower walking speed as measured by the WIQ, even after adjusting for the ABI.
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Affiliation(s)
- Mary M. McDermott
- Department of Medicine, Northwestern University’s Feinberg School of Medicine
- Department of Preventive Medicine, Northwestern University’s Feinberg School of Medicine
| | - Kiang Liu
- Department of Preventive Medicine, Northwestern University’s Feinberg School of Medicine
| | - Timothy J. Carroll
- Department of Radiology, Northwestern University’s Feinberg School of Medicine
- Department of Biomedical Engineering and Radiology, Northwestern University
| | - Melina Kibbe
- Department of Surgery, Northwestern University
- Division of Vascular Surgery, Jesse Brown VA Medical Center
| | - Luigi Ferrucci
- Longitudinal Studies Section, Clinical Research Branch, National Institute on Aging
| | - Jack M. Guralnik
- Department of Epidemiology and Public Health, University of Maryland School of Medicine
| | | | | | - James Carr
- Department of Radiology, Northwestern University’s Feinberg School of Medicine
| | - Chun Yuan
- Department of Radiology, Electrical Engineering, and Bioengineering, University of Washington, Seattle
- Department of Radiology, University of Washington School of Medicine
| | | | - Lu Tian
- Department of Health Research and Policy, Stanford University School of Medicine
| | - Yihua Liao
- Department of Preventive Medicine, Northwestern University’s Feinberg School of Medicine
| | | | - Michael H. Criqui
- Department of Family and Preventive Medicine, University of California at San Diego
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Keeling AN, Carroll TJ, McDermott MM, Liu K, Liao Y, Farrelly CT, Pearce WH, Carr J. Clinical correlates of size and number of collateral vessels in peripheral artery disease. Vasc Med 2012; 17:223-30. [PMID: 22738758 DOI: 10.1177/1358863x12446213] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
We studied associations of the number and size of magnetic resonance angiography (MRA)-assessed lower extremity collateral vessels with the ankle-brachial index (ABI), severity of superficial femoral artery (SFA) plaque, and leg symptoms in participants with peripheral artery disease (PAD). A total of 303 participants with PAD underwent time-resolved MRA at the thigh station. Collaterals were categorized by number (Category 1: 0-3 collaterals; Category 2: 4-7 collaterals; Category 3: ≥ 8 collateral vessels) and size (Grade 1: ≤ 5 small collaterals; Grade 2: > 5 small vessels; Grade 3: ≤ 5 large collaterals; Grade 4: > 5 large collaterals). Adjusting for age, sex, race, comorbidities and other covariates, more numerous collateral vessels were associated with lower ABI values (Category 1: 0.79; Category 2: 0.67; Category 3: 0.60; p trend < 0.001). Similarly, larger collateral vessels were associated with lower ABI values (Grade 1: 0.75; Grade 2: 0.65; Grade 3: 0.62; Grade 4: 0.59; p trend < 0.001). More numerous (p < 0.001) and larger (p < 0.001) collateral vessels were associated with greater mean SFA plaque area (p trend < 0.001). More numerous (p trend = 0.007) and larger (p trend = 0.017) collateral vessels were associated with a lower prevalence of asymptomatic PAD. In conclusion, among participants with PAD, larger and more numerous collaterals, measured by MRA, were associated with lower ABI values, greater plaque area in the SFA, and a lower prevalence of asymptomatic PAD. Further study is needed to determine the role of collateral vessels in maintaining functional performance in PAD.
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Affiliation(s)
- Aoife N Keeling
- Department of Cardiovascular Imaging, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Most Important Papers in Peripheral Arterial Disease. Circ Cardiovasc Interv 2012. [DOI: 10.1161/circinterventions.112.971275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The following are highlights from the series,
Circulation: Cardiovascular Interventions
Topic Review. This series summarizes the most important manuscripts, as selected by the editors that have published in the
Circulation
portfolio. The studies included in this article represent the most noteworthy research in the area of peripheral arterial disease.
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Chin JA, Wang EC, Kibbe MR. Evaluation of hyperspectral technology for assessing the presence and severity of peripheral artery disease. J Vasc Surg 2011; 54:1679-88. [PMID: 21803525 DOI: 10.1016/j.jvs.2011.06.022] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2011] [Revised: 06/01/2011] [Accepted: 06/01/2011] [Indexed: 11/30/2022]
Abstract
BACKGROUND Hyperspectral imaging is a novel technology that can noninvasively measure oxyhemoglobin and deoxyhemoglobin concentrations to create an anatomic oxygenation map. It has predicted healing of diabetic foot ulcers; however, its ability to assess peripheral arterial disease (PAD) has not been studied. The aims of this study were to determine if hyperspectral imaging could accurately assess the presence or absence of PAD and accurately predict PAD severity. METHODS This prospective study included consecutive consenting patients presenting to the vascular laboratory at the Jesse Brown VA Medical Center during a 10-week period for a lower extremity arterial study, including ankle-brachial index (ABI) and Doppler waveforms. Patients with lower extremity edema were excluded. Patients underwent hyperspectral imaging at nine angiosomes on each extremity. Additional sites were imaged when tissue loss was present. Medical records of enrolled patients were reviewed for demographic data, active medications, surgical history, and other information pertinent to PAD. Patients were separated into no-PAD and PAD groups. Differences in hyperspectral values between the groups were evaluated using the two-tailed t test. Analysis for differences in values over varying severities of PAD, as defined by triphasic, biphasic, or monophasic Doppler waveforms, was conducted using one-way analysis of variance. Hyperspectral values were correlated with the ABI using a Pearson bivariate linear correlation test. RESULTS The study enrolled 126 patients (252 limbs). After exclusion of 15 patients, 111 patients were left for analysis, including 46 (92 limbs) no-PAD patients and 65 (130 limbs) PAD patients. Groups differed in age, diabetes, coronary artery disease, congestive heart failure, tobacco use, and insulin use. Deoxyhemoglobin values for the plantar metatarsal, arch, and heel angiosomes were significantly different between patients with and without PAD (P < .005). Mean deoxyhemoglobin values for the same three angiosomes showed significant differences between patients with monophasic, biphasic, and triphasic waveforms (P < .05). In patients with PAD, there was also significant correlation between deoxyhemoglobin values and ABI for the same three angiosomes (P = .001). Oxyhemoglobin values did not predict the presence or absence of PAD, did not correlate with PAD severity, and did not correlate with the ABI. CONCLUSIONS These results suggest the ability of hyperspectral imaging to detect the presence of PAD. Hyperspectral measurements can also evaluate different severities of PAD.
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Affiliation(s)
- Jason A Chin
- Division of Vascular Surgery, Northwestern University, Feinberg School of Medicine, Chicago, IL 60611, USA
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