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1.
Cancer Epidemiol Biomarkers Prev ; 31(7): 1509, 2022 07 01.
Article in English | MEDLINE | ID: mdl-35775211

ABSTRACT

PURPOSE: Functional capacity and cardiac function can decline during breast cancer (BC) therapy. In non-cancer populations, higher physical activity (PA) is associated with better physical function and cardiac health. This study compared baseline PA, functional capacity, and cardiac function between women with and without BC and tested if greater PA participation was related to higher functional capacity and/or better heart function after three months of BC therapy. METHODS: Data was collected in 104 women without BC (82% Caucasian, baseline only) and 110 women with stage I-III BC (82% Caucasian) before therapy and after three months of treatment. Participants self-reported PA and underwent six-minute walk distance (6MWD) testing to measure functional capacity and cardiovascular magnetic resonance to assess left ventricular ejection fraction (LVEF). Analyses were adjusted for age, race, body mass index (BMI), and medication use. RESULTS: The BC group was older (56.2 ± 10.7 vs 52.1 ± 14.7 yrs, P=0.02) with a higher average BMI than the non-cancer group (30.3 ± 6.8 vs 27.7 ± 6.2 kg/m2, P<0.01). Pre-treatment, BC participants reported lower PA scores (27.9 ± 2.8 vs 34.9 ± 2.8, P=0.04) with similar 6MWD and LVEF relative to those without cancer (485 ± 11 vs 496 ± 11 m, P=0.4 and 59.7 ± 0.7 vs 58.9 ± 0.8%, P=0.37, respectively). After three months of BC therapy, declines were observed for PA scores (27.9 ± 2.8 vs 18.3 ± 2.5, P=0.02), 6MWD (485 ± 11 vs 428 ± 10 m, P<0.001), and LVEF (59.7 ± 0.7 vs 56.1 ± 0.7%, P<0.001). Compared to BC participants who reported no PA at three months (n=24, 22%), BC women who reported any PA (n=78, 86%) had higher 6MWD (442 ± 11 vs 389 ± 17 m, P=0.006) but similar LVEF (56.5 ± 0.9 vs 55.3 ± 1.5%, p=0.5). Women who reported any PA were less likely to exhibit an LVEF below normal (<50%) or decline in LVEF of 'â•10 points compared to inactive women (BMI-adjusted, OR [95% CI]: 0.27 [0.09, 0.85]). CONCLUSIONS: These preliminary results indicate that self-reported PA, LVEF and 6MWD decline in the first three months of BC treatment, but PA participation during BC treatment may mitigate declines in functional capacity and cardiac function. Further research is needed to identify barriers and facilitators of PA participation during BC therapy. FUNDING: Data collection was funded by the Wake Forest NCORP Research Base grant 2UG1CA189824 with support of the NCI Community Oncology Research Program (NCORP). Additional funding for this study was provided by grants from the National Institutes of Health, National Cancer Institute (1R01CA199167 and 5T32CA093423). CLINICAL TRIAL ID: NCT02791581 for WF97415 UPBEAT.


Subject(s)
Breast Neoplasms , Ventricular Function, Left , Breast Neoplasms/drug therapy , Exercise , Female , Humans , Magnetic Resonance Imaging , Stroke Volume
2.
Nutr Metab Cardiovasc Dis ; 25(7): 667-76, 2015 Jul.
Article in English | MEDLINE | ID: mdl-26033394

ABSTRACT

BACKGROUND AND AIMS: Visceral fat (VF) is a source of pro-inflammatory adipokines implicated in cardiac remodeling. We sought to determine the impact of visceral fat and subcutaneous fat (SQ) depots on left ventricular (LV) structure, function, and geometry in the Multi-Ethnic Study of Atherosclerosis (MESA). METHODS AND RESULTS: We performed a post-hoc analysis on 1151 participants from MESA with cardiac magnetic resonance quantification of LV mass and LV mass-to-volume ratio (LVMV, an index of concentricity) and computed tomographic-derived SQ and VF area. Multivariable regression models to estimate association between height-indexed SQ and VF area (per cm(2)/m) with height-indexed LV mass (per height(2.7)) and LVMV were constructed, adjusted for clinical, biochemical, and demographic covariates. We found that both VF and SQ area were associated with height-indexed LV mass (ρ = 0.36 and 0.12, P < 0.0001, respectively), while only VF area was associated with LVMV (ρ = 0.28, P < 0.0001). Individuals with above-median VF had lower LV ejection fraction, greater indexed LV volumes and mass, and higher LVMV (all P < 0.001). In multivariable models adjusted for weight, VF (but not SQ) area was associated with LV concentricity and LV mass index, across both sexes. CONCLUSION: Visceral adiposity is independently associated with LV concentricity, a precursor to heart failure. Further study into the role of VF in LV remodeling as a potential therapeutic target is warranted.


Subject(s)
Atherosclerosis/pathology , Obesity, Abdominal/ethnology , Ventricular Remodeling , Adipokines/metabolism , Aged , Body Mass Index , Ethnicity , Female , Heart Ventricles/pathology , Humans , Intra-Abdominal Fat/pathology , Magnetic Resonance Imaging , Male , Middle Aged , Stroke Volume , Subcutaneous Fat/pathology , Tomography, X-Ray Computed , United States
3.
Int J Obes (Lond) ; 38(11): 1397-402, 2014 Nov.
Article in English | MEDLINE | ID: mdl-24525960

ABSTRACT

OBJECTIVE: Fat accumulation around the heart and aorta may impact cardiovascular (CV) health. The purpose of this study was to conduct a systematic investigation to examine potential associations of these fat depots with risk factors for CV events, which has not been done before. METHODS: Pericardial fat, periaortic fat around the ascending aorta (AA), descending aorta (DA) and aortic arch, and abdominal subcutaneous and visceral fat were measured by MRI in older adults with (n = 385, 69 ± 8 years, 52% female) and without (n = 50, 69 ± 8 years, 58% female) risk factors for a CV event. RESULTS: Individuals with CV risk factors exhibited greater fat volumes across all fat depots compared with those without risk factors. In analysis of covariance accounting for age, gender, race/ethnicity, diabetes, hypertension, coronary artery disease, smoking and body mass index (BMI), individuals with risk factors possessed higher epicardial, pericardial, AA, DA and abdominal visceral fat (P < 0.05). When matched one-to-one on age, gender, race/ethnicity and BMI, AA and DA fat were higher in those with versus without CV risk factors (P < 0.01). CONCLUSIONS: Older adults with a high risk for CV events have greater periaortic fat than low-risk adults, even after accounting for BMI. More studies are needed to determine whether greater periaortic fat predicts future CV events.


Subject(s)
Adipose Tissue/pathology , Aorta , Heart Failure/etiology , Intra-Abdominal Fat/pathology , Obesity, Abdominal/complications , Pericardium , Pulmonary Edema/etiology , Subcutaneous Fat/pathology , Aged , Aged, 80 and over , Aorta, Abdominal , Aorta, Thoracic , Body Mass Index , Case-Control Studies , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Obesity, Abdominal/pathology , Predictive Value of Tests , Prospective Studies , Risk Factors
4.
Nutr Metab Cardiovasc Dis ; 21(5): 332-8, 2011 May.
Article in English | MEDLINE | ID: mdl-20153618

ABSTRACT

BACKGROUND AND AIMS: Arterial stiffness is a prominent feature of vascular aging and a risk factor for cardiovascular disease (CVD). Fat around the heart and blood vessels (i.e. pericardial fat, Pfat) may contribute to arterial stiffness via a local paracrine effect of adipose tissue on the surrounding vasculature. Thus, we determined the association between Pfat and carotid stiffness in 5770 participants (mean age 62 years, 53% female, 25% African American, 24% Hispanic, and 13% Chinese) from the Multi-Ethnic Study of Atherosclerosis. METHODS AND RESULTS: Pfat was measured by computed tomography, and ultrasonography of the common carotid artery was used to calculate the distensibility coefficient (DC) and Young's modulus (YM). Lower DC and higher YM values indicate stiffer arteries. Pfat quartile was highly associated with demographic, behavioral, anthropometric, hemodynamic, metabolic, and disease variables in both men and women. After adjusting for height, clinical site, CVD risk factors, and medications, a 1 standard deviation (41.91 cm(3)) increment in Pfat was associated with a 0.00007±0.00002 1/mm Hg lower DC (p=0.0002) in men and a 48.1±15.1 mm Hg/mm higher YM in women (p=0.002). Additional adjustment for C-reactive protein, coronary artery calcification, and carotid intima-media thickness had only modest effects. More importantly, adjusting for body mass index and waist circumference did not significantly change the overall results. CONCLUSION: Higher Pfat is associated with higher carotid stiffness, independent of traditional CVD risk factors and obesity.


Subject(s)
Adipose Tissue/diagnostic imaging , Atherosclerosis/ethnology , Carotid Artery, Common/pathology , Ethnicity , Pericardium/diagnostic imaging , Adipose Tissue/physiopathology , Aged , Atherosclerosis/complications , Atherosclerosis/diagnosis , Atherosclerosis/diagnostic imaging , Body Composition , C-Reactive Protein/metabolism , Carotid Artery, Common/diagnostic imaging , Coronary Artery Disease/ethnology , Elastic Modulus , Female , Humans , Male , Middle Aged , Multivariate Analysis , Obesity/complications , Obesity/diagnostic imaging , Prospective Studies , Risk Factors , Tomography, X-Ray Computed , Waist Circumference
6.
J Cardiovasc Magn Reson ; 3(1): 21-5, 2001.
Article in English | MEDLINE | ID: mdl-11545136

ABSTRACT

Advances in computer software, scanner hardware, and hemodynamic monitoring equipment have permitted the development of cardiovascular stress testing protocols for use during intravenous Dobutamine infusions within magnetic resonance imaging (MRI) scanners. Recent studies have documented that the safety profile and clinical utility of Dobutamine/Atropine cardiac stress testing during MRI compares favorably with other noninvasive stress imaging modalities and is particularly useful in patients not well suited for stress echocardiograms.


Subject(s)
Dobutamine , Exercise Test/instrumentation , Magnetic Resonance Imaging/instrumentation , Myocardial Ischemia/diagnosis , Ventricular Dysfunction, Left/diagnosis , Atropine , Coronary Disease/diagnosis , Coronary Disease/physiopathology , Hemodynamics/physiology , Humans , Image Enhancement , Myocardial Ischemia/physiopathology , Predictive Value of Tests , Ventricular Dysfunction, Left/physiopathology
7.
J Am Coll Cardiol ; 38(3): 796-802, 2001 Sep.
Article in English | MEDLINE | ID: mdl-11527636

ABSTRACT

OBJECTIVES: The goal of this study was to determine if cardiac cycle-dependent changes in proximal thoracic aortic area and distensibility are associated with exercise intolerance in elderly patients with diastolic heart failure (DHF). BACKGROUND: Aortic compliance declines substantially with age. We hypothesized that a reduction in cardiac cycle-dependent changes in thoracic aortic area and distensibility (above that which occurs with aging) could be associated with the exercise intolerance that is prominent in elderly diastolic heart failure patients. METHODS: Thirty subjects (20 healthy individuals [10 < 30 years of age and 10 > 60 years of age] and 10 individuals > the age of 60 years with DHF) underwent a magnetic resonance imaging (MRI) study of the heart and proximal thoracic aorta followed within 48 h by maximal exercise ergometry with expired gas analysis. RESULTS: The patients with DHF had higher resting brachial pulse and systolic blood pressure, left ventricular mass, aortic wall thickness and mean aortic flow velocity, and, compared with healthy older subjects, they had a significant reduction in MRI-assessed cardiac cycle-dependent change in aortic area and distensibility (p < 0.0001) that correlated with diminished peak exercise oxygen consumption (r = 0.79). After controlling for age and gender in a multivariate analysis, thoracic aortic distensibility was a significant predictor of peak exercise oxygen consumption (p < 0.04). CONCLUSIONS: Older patients with isolated DHF have reduced cardiac cycle-dependent changes in proximal thoracic aortic area and distensibility (beyond that which occurs with normal aging), and this correlates with and may contribute to their severe exercise intolerance.


Subject(s)
Aorta, Thoracic/pathology , Exercise Tolerance , Heart Failure/pathology , Ventricular Dysfunction, Left/pathology , Adult , Elasticity , Exercise Test , Female , Heart Failure/physiopathology , Humans , Magnetic Resonance Imaging , Male , Oxygen Consumption , Ventricular Dysfunction, Left/physiopathology
9.
J Cardiovasc Magn Reson ; 3(4): 297-302, 2001.
Article in English | MEDLINE | ID: mdl-11777220

ABSTRACT

To determine if visualization of left ventricular contraction throughout the course of a pharmacologic stress test performed with magnetic resonance imaging (MRI) (rather than solely at baseline and peak stress) is necessary, we retrospectively reviewed dobutamine MRI results in 469 consecutively referred patients for diagnosis of inducible ischemia. At each stage of pharmacologic stress, six image planes of the heart were viewed and left ventricular wall motion was scored as normal, hypokinetic, akinetic, or dyskinetic. Inducible ischemia was identified in 102 patients; in 39 patients (38%), evidence of ischemia occurred before receiving high doses of dobutamine. During testing, 103 patients developed chest discomfort consistent with angina, but only 26 of the 103 patients (25%) developed new wall motion abnormalities indicative of ischemia. Continuous image acquisition and review during dobutamine MRI pharmacologic stress testing provides a mechanism to detect ischemia and avoid premature test termination during the early stages of the procedure. Compared with protocols that image only at baseline and at peak stress, continuous acquisition and review may enhance the safety and improve the diagnostic accuracy of pharmacologic stress testing during dobutamine MRI.


Subject(s)
Adrenergic beta-Agonists/administration & dosage , Dobutamine/administration & dosage , Exercise Test , Magnetic Resonance Imaging, Cine , Myocardial Contraction/drug effects , Myocardial Ischemia/diagnosis , Ventricular Dysfunction, Left/diagnosis , Adult , Aged , Aged, 80 and over , Angina Pectoris/chemically induced , Female , Heart Rate , Humans , Magnetic Resonance Imaging, Cine/methods , Male , Middle Aged , Myocardial Ischemia/complications , Myocardial Ischemia/physiopathology , Retrospective Studies , Stimulation, Chemical , Ventricular Dysfunction, Left/classification , Ventricular Dysfunction, Left/etiology
11.
Circulation ; 101(20): 2375-81, 2000 May 23.
Article in English | MEDLINE | ID: mdl-10821813

ABSTRACT

BACKGROUND: After successful percutaneous coronary arterial revascularization, 25% to 60% of subjects have restenosis, a recurrent coronary arterial narrowing at the site of the intervention. At present, restenosis is usually detected invasively with contrast coronary angiography. This study was performed to determine if phase-contrast MRI (PC-MRI) could be used to detect restenosis noninvasively in patients with recurrent chest pain after percutaneous revascularization. METHODS AND RESULTS: Seventeen patients (15 men, 2 women, age 36 to 77 years) with recurrent chest pain >3 months after successful percutaneous intervention underwent PC-MRI measurements of coronary artery flow reserve followed by assessments of stenosis severity with computer-assisted quantitative coronary angiography. The intervention was performed in the left anterior descending coronary artery in 15 patients, one of its diagonal branches in 2 patients, and the right coronary artery in 1 patient. A PC-MRI coronary flow reserve value /=70% and >/=50%, respectively. CONCLUSIONS: Assessments of coronary flow reserve with PC-MRI can be used to identify flow-limiting stenoses (luminal diameter narrowings >70%) in patients with recurrent chest pain in the months after a successful percutaneous intervention.


Subject(s)
Coronary Circulation , Coronary Disease/diagnosis , Coronary Disease/physiopathology , Coronary Vessels/physiopathology , Magnetic Resonance Imaging/methods , Adult , Aged , Blood Flow Velocity , Coronary Angiography , Diagnosis, Computer-Assisted , Female , Humans , Male , Middle Aged , Recurrence
13.
Am J Cardiol ; 84(11): 1365-8, A8-9, 1999 Dec 01.
Article in English | MEDLINE | ID: mdl-10614810

ABSTRACT

The use of contrast-enhanced transthoracic echocardiography to evaluate left ventricular regional wall motion was determined by comparison of echocardiographic data with assessments obtained by magnetic resonance imaging. When left ventricular endocardial segments are well visualized after contrast enhancement, the ability to determine normal versus abnormal endocardial thickening with echocardiography is similar to cine magnetic resonance imaging.


Subject(s)
Contrast Media , Echocardiography , Fluorocarbons , Heart Ventricles/diagnostic imaging , Ventricular Dysfunction, Left/diagnostic imaging , Adult , Aged , Aged, 80 and over , Echocardiography/methods , Female , Heart Ventricles/pathology , Heart Ventricles/physiopathology , Humans , Infusions, Intravenous , Magnetic Resonance Imaging, Cine , Male , Middle Aged , Myocardial Contraction , Observer Variation , Prospective Studies , Reproducibility of Results , Ventricular Dysfunction, Left/diagnosis , Ventricular Dysfunction, Left/physiopathology
14.
Circulation ; 100(16): 1697-702, 1999 Oct 19.
Article in English | MEDLINE | ID: mdl-10525488

ABSTRACT

BACKGROUND: Some patients referred for pharmacological stress testing with transthoracic echocardiography (TTE) are unable to undergo testing owing to poor acoustic windows. Fast cine MRI can be used to assess left ventricular contraction, but its utility for detection of myocardial ischemia in patients poorly suited for echocardiography is unknown. METHODS AND RESULTS: One hundred fifty-three patients (86 men and 67 women aged 30 to 88 years) with poor acoustic windows that prevented adequate second harmonic TTE imaging were consecutively referred for MRI to diagnose inducible myocardial ischemia during intravenous dobutamine and atropine. Diagnostic studies were completed in an average of 53 minutes. No patients experienced myocardial infarction, ventricular fibrillation, exacerbation of congestive heart failure, or death. In patients who underwent computer-assisted quantitative coronary angiography, the sensitivity and specificity for detecting a >50% luminal diameter narrowing were 83% and 83%, respectively. In the 103 patients with a negative MRI examination, the cardiovascular occurrence-free survival rate was 97%. CONCLUSIONS: Fast cine cardiac MRI provides a mechanism to assess left ventricular contraction and diagnose inducible myocardial ischemia in patients not well suited for stress echocardiography.


Subject(s)
Echocardiography , Exercise Test/adverse effects , Magnetic Resonance Imaging , Myocardial Ischemia/diagnosis , Adrenergic beta-Agonists/administration & dosage , Adult , Aged , Aged, 80 and over , Atropine/administration & dosage , Coronary Angiography , Disease-Free Survival , Dobutamine/administration & dosage , Echocardiography/drug effects , Electrocardiography , Exercise Test/drug effects , Female , Heart Rate/drug effects , Humans , Infusions, Intravenous , Magnetic Resonance Imaging/adverse effects , Male , Middle Aged , Myocardial Ischemia/diagnostic imaging , Myocardial Ischemia/mortality , Myocardial Ischemia/physiopathology , Patient Selection
16.
Circulation ; 99(25): 3248-54, 1999 Jun 29.
Article in English | MEDLINE | ID: mdl-10385498

ABSTRACT

BACKGROUND: Coronary artery bypass grafting improves survival in patients with >70% luminal diameter narrowing of the 3 major epicardial coronary arteries, particularly if there is involvement of the proximal portion of the left anterior descending (LAD) coronary artery. Measurement of coronary flow reserve can be used to identify functionally important luminal narrowing of the LAD artery. Although magnetic resonance imaging (MRI) has been used to visualize coronary arteries and to measure flow reserve noninvasively, the utility of MRI for detecting significant LAD stenoses is unknown. METHODS AND RESULTS: Thirty subjects (23 men, 7 women, age 36 to 77 years) underwent MRI visualization of the left main and LAD coronary arteries as well as measurement of flow in the proximal, middle, or distal LAD both at rest and after intravenous adenosine (140 microgram/kg per minute). Immediately thereafter, contrast coronary angiography and when feasible, intracoronary Doppler assessments of coronary flow reserve, were performed. There was a statistically significant correlation between MRI assessments of coronary flow reserve and (a) assessments of coronary arterial stenosis severity by quantitative coronary angiography and (b) invasive measurements of coronary flow reserve (P<0.0001 for both). In comparison to computer-assisted quantitative coronary angiography, the sensitivity and specificity of MRI for identifying a stenosis >70% in the distal left main or proximal/middle LAD arteries was 100% and 83%, respectively. CONCLUSIONS: Noninvasive MRI measures of coronary flow reserve correlated well with similar measures obtained with the use of intracoronary Doppler flow wires and predicted significant coronary stenoses (>70%) with a high degree of sensitivity and specificity. MRI-based measurement of coronary flow reserve may prove useful for identification of patients likely to obtain a survival benefit from coronary artery bypass grafting.


Subject(s)
Coronary Circulation , Coronary Disease/diagnosis , Coronary Disease/physiopathology , Magnetic Resonance Angiography , Adult , Aged , Cardiac Catheterization , Coronary Angiography , Coronary Disease/diagnostic imaging , Coronary Disease/pathology , Diagnosis, Differential , Echocardiography, Doppler , Female , Humans , Magnetic Resonance Angiography/methods , Male , Middle Aged , Severity of Illness Index
17.
Am J Cardiol ; 82(9): 1149-51, A10, 1998 Nov 01.
Article in English | MEDLINE | ID: mdl-9817504

ABSTRACT

Segmental contractile reserve measured by dobutamine magnetic resonance imaging quantitatively predicts improvement in end-systolic wall thickness after revascularization. Segments with end-systolic wall thickness <7 mm at rest do not demonstrate contractile reserve or improve after revascularization.


Subject(s)
Cardiotonic Agents , Coronary Disease/surgery , Dobutamine , Heart Ventricles/pathology , Magnetic Resonance Imaging, Cine/methods , Myocardial Revascularization , Myocardium/pathology , Adult , Aged , Female , Humans , Male , Middle Aged , Predictive Value of Tests
18.
J Am Coll Cardiol ; 32(5): 1426-32, 1998 Nov.
Article in English | MEDLINE | ID: mdl-9809958

ABSTRACT

OBJECTIVES: The purpose of this study was to determine whether contrast-enhanced transthoracic echocardiography improves the evaluation of left ventricular (LV) volumes and ejection fraction (EF). BACKGROUND: Echocardiographic assessment of LV volumes and EF is widely used but may be inaccurate when the endocardium is not completely visualized. Recently the intravenous (i.v.) administration of perfluorocarbon microbubbles has been shown to enhance opacification of the LV cavity, but the utility of these agents to improve the echocardiographic assessment of LV systolic function is unknown. METHODS: In 40 subjects (29 men and 11 women, aged 24 to 81 years) an assessment of LV volumes and EF was performed with a magnetic resonance imaging examination, followed immediately by a transthoracic echocardiogram before and after the intravenous administration of 2% dodecafluoropentane emulsion (EchoGen; Sonus Pharmaceuticals, Bothell, Washington). RESULTS: Contrast enhanced the echocardiographic assessment of LV end diastolic volume (p < 0.02), end systolic volume (p < 0.01) and LVEF (p < 0.03). The percentage of subjects in whom the correct echocardiographic classification EF was normal, mild to moderately depressed or severely reduced improved significantly after contrast enhancement (from 71% before contrast to 94% after, p < 0.03). These findings were most striking in the subjects with two or more adjacent endocardial segments not visualized at baseline. CONCLUSIONS: Administration of an intravenous contrast agent improves the ability to accurately assess LV volumes and EF in humans. Contrast enhancement is most useful in subjects with two or more adjacent endocardial segments not seen at baseline.


Subject(s)
Contrast Media/administration & dosage , Echocardiography , Fluorocarbons/administration & dosage , Heart Ventricles/diagnostic imaging , Image Enhancement/methods , Magnetic Resonance Imaging, Cine , Adult , Aged , Aged, 80 and over , Female , Heart Ventricles/pathology , Heart Ventricles/physiopathology , Humans , Infusions, Intravenous , Male , Middle Aged , Reproducibility of Results , Stroke Volume , Ventricular Dysfunction, Left/diagnosis , Ventricular Dysfunction, Left/physiopathology
19.
Am J Cardiol ; 81(6): 792-5, 1998 Mar 15.
Article in English | MEDLINE | ID: mdl-9527098

ABSTRACT

We compared quantitative Doppler echocardiography and cine magnetic resonance imaging for calculation of regurgitant volume and regurgitant fraction in mitral regurgitation. A good correlation was present between the 2 methods with some scatter in patients with severe mitral regurgitation and high regurgitant volumes.


Subject(s)
Echocardiography, Doppler , Magnetic Resonance Imaging , Mitral Valve Insufficiency/diagnostic imaging , Mitral Valve Insufficiency/pathology , Adult , Blood Flow Velocity , Female , Humans , Linear Models , Male , Middle Aged , Predictive Value of Tests , Severity of Illness Index
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