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1.
PLoS One ; 18(5): e0281617, 2023.
Article in English | MEDLINE | ID: mdl-37126535

ABSTRACT

BACKGROUND: Post-stroke pneumonia is a frequent complication of stroke and is associated with high mortality. Investigators have described its associations with beta-blocker. However, there has been no evaluation of the role of recombinant tissue plasminogen activator (RTPA). We postulate that RTPA may modify the effect of stroke on pneumonia by reducing stroke disability. We explore this using data from neuroprotection trials in Virtual International Stroke Trials Archive (VISTA)-Acute. METHOD: We evaluated the impact of RTPA and other medications in random forest model. Random forest is a type of supervised ensemble tree-based machine learning method. We used the standard approach for performing random forest and partitioned the data into training (70%) and validation (30%) sets. This action enabled to the model developed on training data to be evaluated in the validation data. We borrowed idea from Coalition Game Theory on fair distribution of marginal profit (Shapley value) to determine proportional contribution of a covariate to the model. Consistent with other analysis using the VISTA-Acute data, the diagnosis of post-stroke pneumonia was based on reports of serious adverse events. RESULTS: The overall frequency of pneumonia was 10.9% (614/5652). It was present in 11.5% of the RTPA (270/2358) and 10.4% (344/3295) of the no RTPA groups. There was significant (p<0.05) imbalance in covariates (age, baseline National Institutes of Health Stroke Scale (NIHSS), diabetes, and sex). The AUC for training data was 0.70 (95% CI 0.65-0.76), validation data was 0.67 (95% CI 0.62-0.73). The Shapley value shows that baseline NIHSS (≥10) and age (≥80) made the largest contribution to the model of pneumonia while absence of benzodiazepine may protect against pneumonia. RTPA and beta-blocker had very low effect on frequency of pneumonia. CONCLUSION: In this cohort pneumonia was strongly associated with stroke severity and age whereas RTPA had a much lower effect. An intriguing finding is a possible association between benzodiazepine and pneumonia but this requires further evaluation.


Subject(s)
Pneumonia , Stroke , Humans , Tissue Plasminogen Activator/therapeutic use , Fibrinolytic Agents/therapeutic use , Benzodiazepines/therapeutic use , Treatment Outcome , Stroke/etiology , Pneumonia/complications , Adrenergic beta-Antagonists/therapeutic use , Thrombolytic Therapy/adverse effects
2.
Article in English | MEDLINE | ID: mdl-37028080

ABSTRACT

Continual learning (CL) is a machine learning paradigm that accumulates knowledge while learning sequentially. The main challenge in CL is catastrophic forgetting of previously seen tasks, which occurs due to shifts in the probability distribution. To retain knowledge, existing CL models often save some past examples and revisit them while learning new tasks. As a result, the size of saved samples dramatically increases as more samples are seen. To address this issue, we introduce an efficient CL method by storing only a few samples to achieve good performance. Specifically, we propose a dynamic prototype-guided memory replay (PMR) module, where synthetic prototypes serve as knowledge representations and guide the sample selection for memory replay. This module is integrated into an online meta-learning (OML) model for efficient knowledge transfer. We conduct extensive experiments on the CL benchmark text classification datasets and examine the effect of training set order on the performance of CL models. The experimental results demonstrate the superiority our approach in terms of accuracy and efficiency.

3.
Front Neurol ; 12: 651869, 2021.
Article in English | MEDLINE | ID: mdl-34163420

ABSTRACT

Background: There is emphasis on timely administration of thrombolysis and clot retrieval but not antithrombotic therapy within 48 h for ischemic stroke (frequency of 64% in Australia and 97% in North America). We planned to assess the time metrics and variables associated with delaying antithrombotics (antiplatelet and anticoagulant therapy) administration. Methods: This was a retrospective study at Monash Health over 12 months in 2015. We plotted the cumulative event and mapped the key drivers (dimensionless variable Shapley value/SV) of antithrombotics. Results: There were 42 patients with transient ischemic attack/TIA and 483 with ischemic stroke [mean age was 71.8 ± 15.4; 56.0% male; nil by mouth (NBM) 74.5 and 49.3% of patients received "stat" (immediate and one off) dose antithrombotics]. The median time to imaging for the patients who did not have stroke code activated was 2.3 h (IQR 1.4-3.7), from imaging to dysphagia screen was 14.6 h (IQR 6.2-20.3), and from stopping NBM to antithrombotics was 1.7 h (IQR 0-16.5). TIA patients received antithrombotics earlier than those with ischemic stroke (90.5 vs. 86.5%, p = 0.01). Significant variables in regression analysis for time to antithrombotics were time to dysphagia screen (ß 0.20 ± 0.03, SV = 3.2), nasogastric tube (ß 19.8 ± 5.9, SV = -0.20), Alteplase (ß 8.6 ± 3.6, SV = -1.9), stat dose antithrombotic (ß -18.9 ± 2.9, SV = -10.8) and stroke code (ß -5.9 ± 2.5, SV = 2.8). The partial correlation network showed that the time to antithrombotics increased with delay in dysphagia screen (coefficient = 0.33) and decreased if "stat" dose of antithrombotics was given (coefficient = -0.32). Conclusion: The proportion of patients receiving antithrombotics within 48 h was higher than previously reported in Australia but remained lower than the standard achieved in North American hospitals. Our process map and network analysis show avenues to shorten the time to antithrombotic.

5.
Obesity (Silver Spring) ; 28(7): 1342-1350, 2020 07.
Article in English | MEDLINE | ID: mdl-32568466

ABSTRACT

OBJECTIVE: This study aimed to examine the prospective associations of general and abdominal obesity patterns with carotid plaque development among early postmenopausal Chinese women. METHODS: A total of 518 postmenopausal women aged 50 to 64 years were recruited between 2002 and 2004 and were followed up at 3 years and 5 years. Carotid plaque was measured using B-mode ultrasonography, whereas general and abdominal obesity were defined as BMI ≥ 25 kg/m2 and waist-hip ratio ≥ 0.85, respectively. Sociodemographic, lifestyle, mental health, disease history, and clinical measurements were also assessed for confounding control. Multivariable binary logistic regression analyses on plaque development at 5 years were performed among 322 women with no carotid plaque at baseline. RESULTS: Over the 5-year follow-up period, 70 women (21.7%) developed carotid plaque. Baseline abdominal obesity independently predicted plaque development (adjusted odds ratio = 2.30; 95% CI: 1.15-4.60), but general obesity did not. Women with normal-weight abdominal obesity were more than twice as likely to develop carotid plaque (adjusted odds ratio = 2.43; 95% CI: 1.02-5.75) compared with women with no obesity, with their risk comparable to women with both general and abdominal obesity. CONCLUSIONS: Abdominal obesity was a critical predictor of subclinical carotid plaque development among early postmenopausal Chinese women. Policy makers should recognize the need to identify high-risk midlife women with normal-weight abdominal obesity in public health and clinical practice.


Subject(s)
Obesity/complications , Plaque, Atherosclerotic/physiopathology , Asian People , China , Female , Humans , Middle Aged , Obesity/pathology , Postmenopause , Prospective Studies , Risk Factors
6.
J Ultrason ; 18(73): 112-119, 2018.
Article in English | MEDLINE | ID: mdl-30335919

ABSTRACT

AIM: An assessment of increased compensatory blood flow in the brain-supplying arteries in patients with significant carotid artery stenosis. MATERIALS AND METHODS: Doppler ultrasound was performed in 218 patients over 60 years of age to evaluate both the degree of brain-supplying artery stenosis as well as the blood flow volume balance in all vessels supplying the brain: the internal carotid artery, the external carotid artery and the vertebral artery. The control group included 94 patients with no stenosis in the extracranial segments and no neurological manifestations, in whom blood flow values were calculated (the internal carotid artery - 290 mL/min, the external carotid artery - 125 mL/min, the vertebral artery - 80 mL/min); the total mean blood flow in the brain-supplying arteries was 985 mL/min. A 33% increase in blood flow was considered compensatory. In addition to the control group, 30 patients with asymptomatic stenosis of less than 50% and 12 patients after endarterectomy with mean blood flow of 920 mL/min and 960 mL/min, as well as two groups of particular interest to us, i.e. 38 patients with no compensatory blood flow increase despite significant stenosis (>50%) with mean blood flow of 844 mL/min and 44 patients with similar stenosis and with compensatory blood flow increase up to 1174 mL/min were included in the analysis. RESULTS: Comparison of the two groups showed several significant differences: increased blood flow (118% vs. 86% of the norm) in patients with compensated stenosis, an increased number of asymptomatic patients (70% vs. 37%) and a threefold increase in the number of patients with occlusions (15 : 5) in the group of patients with increased blood supply to the brain. CONCLUSIONS: All potential blood-supplying vessels, including the external carotid artery, are involved in brain tissue perfusion in some of the patients with significant stenosis. Determining the degree of compensation may have an important impact on the indications for surgical treatment, which will make a valuable contribution to the current criteria (asymptomatic/symptomatic patients).

7.
Menopause ; 25(4): 436-443, 2018 04.
Article in English | MEDLINE | ID: mdl-29088018

ABSTRACT

OBJECTIVE: Aging and menopausal changes contribute to increased cardiovascular risks in postmenopausal women. This study examined the associations of total and specific fruit and vegetable consumption with low-density lipoprotein cholesterol (LDL-C) status, a critical cardiovascular risk factor, in early postmenopausal Chinese women. METHODS: A total of 508 postmenopausal Hong Kong Chinese women aged 50 to 64 years were recruited into a cohort study on cardiovascular risks. Sociodemographic characteristics, medical conditions, use of medications, and lifestyle factors were obtained via structured interviews. Dietary intake was assessed using a validated food frequency questionnaire. LDL-C and total cholesterol concentrations were determined using biochemical enzymatic techniques and categorized according to the Adult Treatment Panel III classification. RESULTS: Ordinal logistic regression analysis showed that women with total fruit and vegetable intake in the highest quartile were 33% less likely (odds ratio [OR] = 0.67; 95% CI, 0.44-1.03) to have a worse LDL-C status than those with lower intake after adjustments. The intakes of total vegetables (OR = 0.63; 95% CI, 0.41-0.96) and vegetable subgroups in the highest quartiles, including darkgreen leafy vegetables (OR = 0.60; 95% CI, 0.41-0.89) and corn and tubers (OR = 0.62; 95% CI, 0.40-0.96), were significantly inversely associated with LDL-C status. Further adjustment for total cholesterol did not attenuate the associations. CONCLUSIONS: A daily consumption of vegetables equivalent to about four servings or more might be beneficial for LDL-C control in early Chinese postmenopausal women. In particular, darkgreen leafy vegetables, as well as corn and tubers, deserve greater advocacy for their ability to improve lipid profiles and hence cardiovascular health.


Subject(s)
Cholesterol, LDL/blood , Fruit , Health Behavior , Menopause/physiology , Postmenopause , Vegetables , Cardiovascular Diseases/prevention & control , Feeding Behavior , Female , Hong Kong , Humans , Logistic Models , Middle Aged , Risk Reduction Behavior
8.
Curr Neurovasc Res ; 13(4): 283-288, 2016.
Article in English | MEDLINE | ID: mdl-27538891

ABSTRACT

Stroke patients with carotid disease have a high risk of recurrence of disease. By measuring cerebral blood flow volume (BFV) using extracranial duplex technique for clinical estimation of intracranial collaterals, we aimed to investigate the relationship between the presence of intracranial collaterals and stroke recurrence in stroke patients with carotid disease. Consecutive stroke patients indicated for carotid duplex ultrasound investigations in our hospital were recruited during three years' period. Carotid stenosis was diagnosed as ≥50% stenosis and extracranial arterial BFV was measured by using color velocity imaging quantification ultrasound (CVIQ) software. Presence of intracranial collateral flow was defined as a blood flow volume of either ≥370 mL/min in common carotid artery or ≥120 mL/min in vertebral artery. Univariate and multivariate analyses were performed to determine the independent predictors of recurrent stroke. One hundred and twelve stroke patients (19.1%) with ≤50% carotid stenosis were recruited from consecutive ischemic stroke patients. During a mean follow-up of 28.6±13.1 months, recurrent stroke was recorded in 32 (28.6%) out of the total recruited patients. Estimated by blood flow volume measured by CVIQ, the patients with intracranial collateral flow had a lower rate of recurrent stroke than those without (9.5% vs. 33%, P=0.032). After adjusting for potential confounders, the presence of CVIQ-estimated intracranial collateral flow was an independent protector of recurrent stroke (OR, 0.169; 95% CI, 0.034- 0.842; P=0.03). It could be concluded that blood supply through intracranial collateral flow estimated by CVIQ technique may protect stroke patients with carotid stenosis from suffering recurrent stroke.


Subject(s)
Brain/blood supply , Carotid Stenosis/diagnosis , Cerebral Infarction/diagnosis , Hemodynamics/physiology , Stroke/physiopathology , Aged , Aged, 80 and over , Carotid Stenosis/mortality , Carotid Stenosis/physiopathology , Cerebral Infarction/mortality , Cerebral Infarction/physiopathology , Cerebrovascular Circulation/physiology , Female , Humans , Male , Middle Aged , Severity of Illness Index , Stroke/diagnosis , Stroke/mortality , Ultrasonography/methods
9.
Quant Imaging Med Surg ; 6(3): 285-96, 2016 Jun.
Article in English | MEDLINE | ID: mdl-27429912

ABSTRACT

Cardiovascular disease (CVD) primarily caused by atherosclerosis is a major cause of death and disability in developed countries. Sonographic carotid intima-media thickness (CIMT) is widely studied as a surrogate marker for detecting subclinical atherosclerosis for risk prediction and disease progress to guide medical intervention. However, there is no standardized CIMT measurement methodology in clinical studies resulting in inconsistent findings, thereby undermining the clinical value of CIMT. Increasing evidences show that CIMT alone has weak predictive value for CVD while CIMT including plaque presence consistently improves the predictive power. Quantification of plaque burden further enhances the predictive power beyond plaque presence. Sonographic carotid plaque characteristics have been found to be predictive of cerebral ischaemic events. With advances in ultrasound technology, enhanced assessment of carotid plaques is feasible to detect high-risk/vulnerable plaques, and provide risk assessment for ischemic stroke beyond measurement of luminal stenosis.

10.
BMC Neurol ; 16: 39, 2016 Mar 18.
Article in English | MEDLINE | ID: mdl-26987874

ABSTRACT

BACKGROUND: Collateral pathways are important in maintaining adequate cerebral blood flow in patients with carotid stenosis. We aimed to evaluate the hemodynamic patterns in relation to carotid stenosis in acute stroke patients. METHODS: Consecutive 586 stroke patients in a hospital based cohort were included in the present study. Carotid duplex was performed to identify patients with absolute minimal diameter reductions of 50% or greater in their internal carotid arteries (ICAs). Color velocity imaging quantification ultrasound (CVIQ) was used to measure extracranial arterial blood flow volume (BFV) in bilateral common carotid arteries (CCAs) and bilateral vertebral arteries (VAs). The absolute values of BFV and the ratios were compared between patients with and without ICA stenosis. RESULTS: Among 586 acute ischemic stroke patients (mean age: 67.5 ± 12.4y), ICA stenosis was detected in 112 patients (19.1%), including unilateral ICA stenosis in 81 patients (13.8%) and bilateral ICA stenosis in 31 patients (5.3%). Among patients with unilateral ICA stenosis, the BFV in contralateral CCA was significantly higher than that in ipsilateral CCA (325.5 ± 99.8 mL/min vs. 242.2 ± 112.2 mL/min, P < 0.001). Among patients with bilateral ICA stenosis, the sum of BFV in bilateral VAs accounted for 22% of the whole cerebral blood flow, which was significantly higher than that in those without ICA stenosis (14.8%, P < 0.001) or with unilateral ICA stenosis (16.9%, P = 0.007). CONCLUSIONS: In patients with unilateral carotid stenosis, contralateral carotid blood flow increases to compensate decreased blood flow, while posterior circulation may compensate for the decreased brain perfusion in those with bilateral carotid stenosis.


Subject(s)
Carotid Artery, Internal/diagnostic imaging , Carotid Stenosis/diagnostic imaging , Stroke/physiopathology , Aged , Aged, 80 and over , Brain/blood supply , Carotid Artery, Common/diagnostic imaging , Cerebrovascular Circulation , Female , Hemodynamics , Humans , Male , Middle Aged , Severity of Illness Index , Ultrasonography
11.
J Ultrasound Med ; 33(10): 1811-8, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25253828

ABSTRACT

OBJECTIVES: We aimed to assess the safety and efficacy of sonographically guided high-intensity focused ultrasound for treating patients with symptomatic uterine fibroids using a modified protocol. METHODS: This work was part of an ongoing prospective phase 1 study. Twenty patients with 22 symptomatic fibroids were treated with sonographically guided high-intensity focused ultrasound under no anesthesia. The modified protocol consisted of repeated and shortened (<25 minutes) treatment sessions of high-input acoustic intensity (1000-1500 W/cm(2)) and intensified sonication pulses (1500-2000) at each spot. The primary end points were periprocedural complications. The secondary end points were symptomatic improvement and radiologic evidence of treatment responses, including the degree of fibroid infarction and volume shrinkage 3 months after treatment. Symptomatic improvement was assessed by a pain score, a pictorial chart menstrual score, the Urogenital Distress Inventory short form, and the Incontinence Impact Questionnaire short form. The degree of fibroid infarction was assessed by the nonperfused ratio on contrast-enhanced magnetic resonance imaging, defined as the ratio of the nonperfused fibroid volume to the total fibroid volume. RESULTS: Nineteen patients tolerated the treatment well, with no major adverse events. One patient who received treatment for a fibroid located within 6 cm from the skin had third-degree skin burns at 2 sites of 1 cm in diameter. Fibroid-related abdominal pain, pictorial chart, Urogenital Distress Inventory, and Incontinence Impact Questionnaire scores were significantly improved (P < .05). The median nonperfused ratio at 3 months was 20% (95% confidence interval, 5%-32.5%). Median volume shrinkage at 3 months was 17.2% (95% confidence interval, 4.3%-26.6%). CONCLUSIONS: Sonographically guided high-intensity focused ultrasound using a modified protocol may be safe and effective for symptomatic uterine fibroids in selected patients to avoid skin burns.


Subject(s)
High-Intensity Focused Ultrasound Ablation/methods , Leiomyoma/surgery , Uterine Neoplasms/surgery , Adult , Contrast Media/administration & dosage , Female , High-Intensity Focused Ultrasound Ablation/adverse effects , Humans , Leiomyoma/pathology , Magnetic Resonance Imaging , Meglumine/administration & dosage , Middle Aged , Organometallic Compounds/administration & dosage , Pain Measurement , Prospective Studies , Surveys and Questionnaires , Time Factors , Treatment Outcome , Ultrasonography, Interventional , Uterine Neoplasms/pathology
12.
Mol Nutr Food Res ; 58(4): 709-17, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24273218

ABSTRACT

SCOPE: Equol is produced by the intestinal bacteria from isoflavone daidzein. Studies have reported the health benefits of soy can only present or more pronounced in equol producers. This 6-month randomized controlled trial examined the effect of whole soy (soy flour) and purified daidzein on cardiovascular biomarkers and carotid intima-media thickness (CIMT) in prehypertensive postmenopausal women who were equol producers. METHODS AND RESULTS: Two hundred seventy eligible women were randomized to either one of the three treatments: 40 g soy flour (whole soy group), 40 g low-fat milk powder + 63 mg daidzein (daidzein group), or 40 g low-fat milk powder (placebo group) daily each for 6 months. Fasting venous samples were obtained at baseline and end of trial for testing glucose, lipids, high sensitivity C-reactive protein (hs-CRP), and free fatty acid. Changes in common CIMT were also assessed. Serum LDL-C decreased by 7.95% (95% CI: -15.09∼-0.81%) and 6.32% (95% CI: -13.45∼0.08%), and serum hs-CRP decreased by 0.164 (95% CI: -0.309∼-0.019) and 0.054 (95% CI: -0.199∼0.012) in the whole soy group compared with daidzein and milk placebo groups, respectively. No significant change in CIMT was found. CONCLUSION: Whole soy, but not purified daidzein, had a beneficial effect on reduction of LDL-C and hs-CRP among prehypertensive equol-producing postmenopausal women.


Subject(s)
Cardiovascular Diseases/blood , Equol/metabolism , Glycine max , Isoflavones/pharmacology , Aged , Animals , C-Reactive Protein/metabolism , Cardiovascular Diseases/etiology , Carotid Intima-Media Thickness , Cholesterol, LDL/blood , Dietary Supplements , Double-Blind Method , Female , Humans , Isoflavones/adverse effects , Isoflavones/isolation & purification , Middle Aged , Milk , Postmenopause , Risk Factors
13.
J Vasc Interv Radiol ; 22(9): 1229-35, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21802314

ABSTRACT

PURPOSE: To compare tris-acryl microspheres and polyvinyl alcohol (PVA) microspheres as embolic agents in uterine artery embolization (UAE) for uterine leiomyomas in terms of clinical outcome, inflammatory response, and adverse reactions. MATERIALS AND METHODS: A double-blinded randomized controlled trial was performed, with 27 patients in the tris-acryl microsphere group and 29 in the PVA microsphere group. The primary endpoint was clinical success, defined as a 2-year freedom from subsequent surgery as a result of persistent or deteriorated symptoms. Secondary endpoints included (i) posttreatment leiomyoma enlargement, (ii) leiomyoma volume reduction at 3 and 9 months, (iii) significant residual intratumoral perfusion, (iv) increase in inflammatory and stress markers, (v) incidence of complications, and (vi) duration of hospital stay. RESULTS: There was no statistically significant difference between the two groups in patient demographics, clinical presentation, initial tumor findings, change in inflammatory and stress markers after treatment, incidence of complications, and duration of hospital stay. Tris-acryl microspheres were associated with a higher rate of clinical success than PVA microspheres (96.3% [26 of 27] vs 69% [20 of 29]; P = .012), a lower incidence of posttreatment leiomyoma enlargement (P = .030), and a lower incidence of significant residual intratumoral perfusion (P = .030). CONCLUSIONS: In the treatment of uterine leiomyomas, UAE with tris-acryl microspheres was associated with a higher clinical success rate, a lower incidence of tumor enlargement, and no significant differences in adverse reactions and inflammatory response compared with the use of PVA microspheres. Tris-acryl microspheres therefore represent the preferred agent for UAE of uterine leiomyomas.


Subject(s)
Acrylic Resins/therapeutic use , Gelatin/therapeutic use , Leiomyoma/therapy , Polyvinyl Alcohol/therapeutic use , Uterine Artery Embolization/methods , Uterine Neoplasms/therapy , Acrylic Resins/adverse effects , Adult , Double-Blind Method , Female , Gelatin/adverse effects , Hong Kong , Humans , Inflammation Mediators/blood , Leiomyoma/blood supply , Leiomyoma/pathology , Length of Stay , Middle Aged , Odds Ratio , Patient Selection , Polyvinyl Alcohol/adverse effects , Prospective Studies , Time Factors , Treatment Outcome , Uterine Artery Embolization/adverse effects , Uterine Neoplasms/blood supply , Uterine Neoplasms/pathology
14.
Article in English | MEDLINE | ID: mdl-21190479

ABSTRACT

Many reports have provided evidence to support the effective use of diagnostic laparoscopy and laparoscopic ultrasonography (LUS) to determine if patients with upper abdominal malignant diseases are operable so that unnecessary laparotomy can be avoided. LUS is less frequently applied to patients with pelvic malignancies and this is probably related to the technical difficulties. We have developed the LUS technique in examining the pelvic nodes for metastasis systematically and have applied it to 241 cervical cancer patients. The procedure is safe and not associated with any major morbidity. The mean duration of pelvic node assessment by LUS is 14 minutes and the procedure can be satisfactorily completed in 98% of patients. The accuracy, sensitivity, specificity, positive predictive value, and negative predictive value of LUS in detecting pelvic nodal metastasis were 81.2%, 55.6%, 88.4%, 57.7%, and 87.5%, respectively, in patients scheduled for radical hysterectomy. In this report, we describe the LUS technique in detail and demonstrate important landmarks that provide useful orientation during an LUS examination. The technical limitations and pitfalls are also discussed.


Subject(s)
Laparoscopy/methods , Lymphatic Metastasis/diagnostic imaging , Female , Humans , Lymph Nodes/diagnostic imaging , Pelvis/diagnostic imaging , Predictive Value of Tests , Sensitivity and Specificity , Ultrasonography , Uterine Cervical Neoplasms/pathology
15.
Maturitas ; 67(2): 186-91, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20638205

ABSTRACT

BACKGROUND: Substantial evidence shows that psychological factors are associated with cardiovascular diseases. However, data on the association between psychological factors and subclinical atherosclerosis is lacking in postmenopausal Chinese women. OBJECTIVES: To examine the associations of perceived stress and trait anxiety with subclinical atherosclerosis in postmenopausal Chinese women in Hong Kong. Their relationships with biological and behavioral risk factors were also examined. METHODS: Between 2002 and 2004, we recruited 518 postmenopausal women aged 50-64 years. Perceived stress and trait anxiety were evaluated by the perceived stress scale and the state-trait anxiety inventory, respectively. Subclinical atherosclerosis was determined by measuring carotid intima-media thickness (IMT) and plaque using B-mode ultrasonography. RESULTS: Perceived stress and trait anxiety showed no significant association with IMT or plaque. Multivariate analyses showed high perceived stress scores were associated with an increased risk of elevated total cholesterol (OR=2.10; 95% CI=1.17-3.77) and elevated low-density lipoprotein cholesterol (LDL-C) (OR=2.39; 95% CI=1.36-4.21). High trait anxiety scores were associated with a 2.7-fold risk of elevated LDL-C (OR=2.74; 95% CI=1.56-4.80). Women with high perceived stress or trait anxiety scores were more likely to be physically inactive. CONCLUSIONS: Perceived stress and trait anxiety were associated with atherogenic lipid levels, but not subclinical atherosclerosis. Maintaining high physical activity may help alleviate psychological stress and anxiety.


Subject(s)
Atherosclerosis/psychology , Carotid Arteries/diagnostic imaging , Plaque, Atherosclerotic/psychology , Tunica Intima/diagnostic imaging , Anxiety , Asian People , Atherosclerosis/blood , Atherosclerosis/diagnostic imaging , Cross-Sectional Studies , Female , Health Behavior , Hong Kong/epidemiology , Humans , Lipids/blood , Logistic Models , Middle Aged , Plaque, Atherosclerotic/diagnostic imaging , Plaque, Atherosclerotic/epidemiology , Prevalence , Risk Factors , Stress, Psychological , Ultrasonography
16.
Metabolism ; 59(11): 1672-9, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20546810

ABSTRACT

Substantial evidence shows that C-reactive protein (CRP) is associated with atherosclerosis. However, data on the association between CRP and subclinical atherosclerosis are lacking in postmenopausal Chinese women. We aimed to describe the distribution of CRP and its association with metabolic syndrome (MS) and subclinical atherosclerosis in postmenopausal Chinese women in Hong Kong. Between 2002 and 2004, we recruited 518 postmenopausal women aged 50 to 64 years. Metabolic syndrome was defined according to the National Cholesterol Education Program Adult Treatment Panel III criteria. Subclinical atherosclerosis was determined by measuring carotid intima-media thickness (IMT) and plaque (focal wall thickening ≥1.5 mm) using high-resolution B-mode ultrasonography. Median CRP level was 1.00 mg/L. Women with MS had higher median CRP levels than those without MS (1.85 vs 0.80 mg/L, P < .05), and there was a modest trend toward increasing CRP levels with more metabolic components (P for trend < .05). Adjusted for age, hormonal use, and lifestyle factors, women with CRP levels of 0.5 to less than 1.0 mg/L had significantly higher mean IMT compared with those with CRP levels of less than 0.5 mg/L (0.78 vs 0.74 mm, P < .05). Odds ratio for plaque was 1.92 (95% confidence interval, 1.06-3.50) for women with CRP levels of 1.0 to less than 3.0 mg/L compared with those with CRP levels of less than 0.5 mg/L. Further adjustment for MS eliminated the associations. C-reactive protein did not add prognostic value to MS in the prediction of subclinical atherosclerosis. Compared with women without MS and who had CRP levels of less than 3.0 mg/L, those with CRP of at least 3.0 mg/L alone had similar IMT levels (0.75 vs 0.74 mm) and prevalence of plaque (19.4% vs 20.0%). Similarly, women with MS and who had CRP levels of at least 3.0 mg/L had similar IMT levels (0.81 vs 0.81 mm) and prevalence of plaque (30.1% vs 29.7%) compared with those with MS alone. C-reactive protein was strongly associated with MS and its individual components. However, it is not an independent predictor of subclinical atherosclerosis in postmenopausal Chinese women.


Subject(s)
Atherosclerosis/pathology , C-Reactive Protein/metabolism , Postmenopause , Asian People , Atherosclerosis/blood , Atherosclerosis/diagnostic imaging , Female , Humans , Metabolic Syndrome/blood , Metabolic Syndrome/pathology , Middle Aged , Odds Ratio , Predictive Value of Tests , Tissue Distribution , Ultrasonography
18.
Maturitas ; 63(3): 233-9, 2009 Jul 20.
Article in English | MEDLINE | ID: mdl-19443144

ABSTRACT

OBJECTIVES: To describe the distribution of intima-media thickness (IMT) and the prevalence of plaque by carotid segments, walls and sides, and to examine their associated risk factors in asymptomatic, early postmenopausal Chinese women in Hong Kong. METHODS: Between 2002 and 2004, the study recruited 518 postmenopausal women aged 50-64 years. They were examined by B-mode ultrasound to measure the IMT and the prevalence of plaque at the near and far walls of common carotid (CCA), bifurcation (bulb), and internal carotid (ICA) of both the left and right carotid arteries. Blood pressures, obesity indices, lipids and glucose levels, sociodemographic, medical and lifestyle factors were also obtained. RESULTS: The mean IMT was 0.76+/-0.12 mm (range: 0.53-1.33 mm). IMT was significantly thicker on the far wall than on the near wall and differed among segments (being thickest at the bulb and the narrowest at the ICA). 21.8% had at least one plaque in the carotid artery with most of the plaque found at the bulb area. Systolic blood pressure had statistically significant relationship with IMT that were fairly homogeneous among different segments. Lipids were associated with the CCA and bulb IMT, but not the ICA IMT. Diabetes predicted only CCA IMT. Older age, higher waist-hip-ratio and low-density lipoprotein cholesterol were significant predictors of plaques at all sites combined. CONCLUSIONS: We described the distribution of IMT and the prevalence of plaque in asymptomatic, early postmenopausal Chinese women. Associations of risk factors with IMT of different arterial segments were also observed.


Subject(s)
Carotid Arteries/pathology , Carotid Artery Diseases/ethnology , Hypertension/complications , Lipids/blood , Postmenopause , Age Factors , Analysis of Variance , Blood Pressure , Carotid Arteries/diagnostic imaging , Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/etiology , China/ethnology , Cholesterol, LDL/blood , Diabetes Complications/diagnostic imaging , Diabetes Complications/ethnology , Female , Hong Kong/epidemiology , Humans , Linear Models , Logistic Models , Middle Aged , Risk Factors , Tunica Intima/diagnostic imaging , Tunica Intima/pathology , Tunica Media/diagnostic imaging , Tunica Media/pathology , Ultrasonography , Waist-Hip Ratio
20.
BMJ ; 337: a2991, 2008 Dec 18.
Article in English | MEDLINE | ID: mdl-19097976

ABSTRACT

OBJECTIVE: To investigate the renal outcomes of children after exposure to low dose melamine in Hong Kong. DESIGN: Cross sectional study. SETTING: Special assessment centres, Hong Kong. PARTICIPANTS: 3170 children (1422 girls and 1748 boys) aged 12 years or less referred from territory-wide primary care clinics after daily consumption for one month or more of milk products tainted with melamine. MAIN OUTCOME MEASURES: Presence of renal stones and haematuria. RESULTS: One child had a confirmed renal stone, seven were suspected of having melamine related renal deposits, and 208 (6.6%) were positive for blood in urine by reagent strip. A proportion of these children were followed up at the special assessment centre, but only 7.4% of those positive for blood on reagent strip were confirmed by microscopy, suggesting an overall estimated prevalence of less than 1% for microscopic haematuria. CONCLUSIONS: No severe adverse renal outcomes, such as acute renal failure or urinary tract obstruction, were detected in children after exposure to low dose melamine. Our results were similar to territory-wide findings in Hong Kong. Even including the seven children with suspected renal deposits, the prevalence of suspected melamine related abnormalities on ultrasonography was only 0.2%. None of these children required specific treatment. The prevalence of microscopic haematuria was probably overestimated by the reagent strip. These data suggest that large scale and urgent screening programmes may not be informative or cost effective for populations who have been exposed to low dose melamine.


Subject(s)
Environmental Exposure/adverse effects , Hematuria/chemically induced , Kidney Calculi/chemically induced , Triazines/toxicity , Ambulatory Care , Animals , Child , Child, Preschool , Cross-Sectional Studies , Female , Food Contamination , Hong Kong , Humans , Infant , Male , Milk/adverse effects
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