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1.
Am J Obstet Gynecol MFM ; 5(11): 101150, 2023 11.
Article in English | MEDLINE | ID: mdl-37683764

ABSTRACT

BACKGROUND: The American College of Obstetricians and Gynecologists recommends all pregnant people be offered genetic screening and diagnostic testing regardless of risk factors. Previous studies have demonstrated disparities in referrals for genetic testing by race outside of pregnancy, but limited data exist regarding genetic counseling practices during pregnancy. OBJECTIVE: This study aimed to describe how patient, provider, and practice demographics influence the offering of diagnostic prenatal genetic testing by outpatient prenatal care providers. STUDY DESIGN: This was a multicenter anonymous survey study conducted between October 2021 and March 2022. Outpatient prenatal care providers, including family medicine and obstetrics attendings, residents, maternal-fetal medicine fellows, nurse practitioners, physician assistants, and midwives, were surveyed about their genetic counseling practices and practice demographics. The primary outcome was the proportion of respondents who answered "yes, all patients" to the survey question "Do you offer diagnostic genetic testing to all patients?" The secondary outcomes included the association between patient and practice demographics and offering diagnostic testing. Diagnostic testing was defined as chorionic villus sampling or amniocentesis. Screening genetic tests were defined as sequential screen, quadruple screen, cell-free DNA screening, or "other." The chi-square test or Fisher exact test was used as appropriate. For the outcome answers of diagnostic testing, logistic regression was performed to assess the association between the answer of diagnostic genetic testing and the current training level of providers, race and ethnicity, and insurance status variables. Multivariable analysis was performed to adjust for confounders. RESULTS: A total of 635 outpatient prenatal care providers across 7 sites were sent the survey. Overall, 419 providers responded for a total response rate of 66%. Of the providers who responded, most were attendings (44.9%), followed by residents (37.5%). Providers indicated the race, insurance status, and primary language of their patient population. Screening genetic testing was offered by 98% of providers. Per provider report, 37% offered diagnostic testing to all patients, 18% did not offer it at all, and 44% only offered it if certain patient factors were present. Moreover, 54.8% of attendings reported universally offering diagnostic testing. On univariable analysis, residents were less likely to offer diagnostic testing than attendings (odds ratio, 0.18; 95% confidence interval, 0.11-0.30). Providers who serve non-Hispanic Black, Hispanic Black, and other Hispanic patients were less likely to report offering diagnostic testing than other patient populations. Providers who served non-Hispanic Whites were more likely to offer diagnostic testing (odds ratio, 2.26; 95% confidence interval, 1.51-3.39). Patient populations who were primarily privately insured were more likely to be offered diagnostic testing compared with primarily publicly insured patients (odds ratio, 6.25; 95% confidence interval, 3.60-10.85). Providers who served a primarily English-speaking population were more likely to offer diagnostic genetic testing than other patient populations (odds ratio, 0.43; 95% confidence interval, 0.26-0.69). On multivariable analysis, the factors that remained significantly associated with offering diagnostic testing included level of training (resident odds ratio, 0.33; 95% confidence interval, 0.17-0.62; P=.0006; advanced practice provider odds ratio, 0.34; 95% confidence interval, 0.15-0.82; P=.02), having at least one-third of the patient population identify as "other Hispanic" (odds ratio, 0.42; 95% confidence interval, 0.23-0.77; P=.005), and having private insurance instead of public insurance (primarily private insured odds ratio, 2.84; 95% confidence interval, 1.20-6.74; P=.02). CONCLUSION: Although offering genetic screening and diagnostic testing to all patients is recommended, no provider group universally offers diagnostic testing. Providers who serve populations from a racial and ethnic minority, those with public insurance, and those whose primary language is not English are less likely to report universally offering diagnostic genetic testing.


Subject(s)
Genetic Counseling , Outpatients , Female , Humans , Pregnancy , Ethnicity , Minority Groups , Genetic Testing
2.
Eur J Heart Fail ; 25(4): 553-561, 2023 04.
Article in English | MEDLINE | ID: mdl-36823954

ABSTRACT

AIMS: Low serum albumin levels are associated with poor prognosis in numerous chronic disease states but the relationship between albumin and outcomes in patients with heart failure (HF) and secondary mitral regurgitation (SMR) has not been described. METHODS AND RESULTS: The randomized COAPT trial evaluated the safety and effectiveness of transcatheter edge-to-edge repair (TEER) with the MitraClipTM plus guideline-directed medical therapy (GDMT) versus GDMT alone in patients with symptomatic HF and moderate-to-severe or severe SMR. Baseline serum albumin levels were measured at enrolment. Among 614 patients enrolled in COAPT, 559 (91.0%) had available baseline serum albumin levels (median 4.0 g/dl, interquartile range 3.7-4.2 g/dl). Patients with albumin <4.0 g/dl compared with ≥4.0 g/dl were older and more likely to have ischaemic cardiomyopathy and a hospitalization within the year prior to enrolment. After multivariable adjustment, patients with albumin <4.0 g/dl had higher 4-year rates of all-cause death (63.7% vs. 47.6%; adjusted hazard ratio 1.34, 95% confidence interval 1.02-1.74; p = 0.032), but there were no significant differences in HF hospitalizations (HFH) or all-cause hospitalizations according to baseline serum albumin level. The relative effectiveness of TEER plus GDMT versus GDMT alone was consistent in patients with low and high albumin levels (pinteraction  = 0.19 and 0.35 for death and HFH, respectively). CONCLUSION: Low baseline serum albumin levels were independently associated with reduced 4-year survival in patients with HF and severe SMR enrolled in the COAPT trial, but not with HFH. Patients treated with TEER derived similarly robust reductions in both death and HFH regardless of baseline albumin level.


Subject(s)
Heart Failure , Heart Valve Prosthesis Implantation , Mitral Valve Insufficiency , Serum Albumin , Humans , Heart Failure/complications , Heart Valve Prosthesis Implantation/methods , Mitral Valve Insufficiency/complications , Mitral Valve Insufficiency/surgery , Serum Albumin/analysis , Treatment Outcome
3.
JACC Cardiovasc Interv ; 16(3): 303-313, 2023 02 13.
Article in English | MEDLINE | ID: mdl-36792254

ABSTRACT

BACKGROUND: The relative risks for different periprocedural major adverse events (MAE) after percutaneous coronary intervention (PCI) and coronary artery bypass grafting (CABG) on subsequent mortality have not been described. OBJECTIVES: The aim of this study was to assess the association between periprocedural MAE occurring within 30 days postprocedure and early and late mortality after left main coronary artery revascularization by PCI and CABG. METHODS: In the EXCEL (Evaluation of XIENCE Versus Coronary Artery Bypass Surgery for Effectiveness of Left Main Revascularization) trial, patients with left main disease were randomized to PCI vs CABG. The associations between 12 prespecified nonfatal MAE and subsequent 5-year all-cause and cardiovascular death in 1,858 patients were examined using logistic regression. RESULTS: One or more nonfatal MAE occurred in 111 of 935 patients (11.9%) after PCI and 419 of 923 patients (45.4%) after CABG (P < 0.0001). Patients with MAE were older and had more baseline comorbidities. Within 5 years, all-cause death occurred in 117 and 87 patients after PCI and CABG, respectively. Experiencing an MAE was a strong independent predictor of 5-year mortality after both PCI (adjusted OR: 4.61; 95% CI: 2.71-7.82) and CABG (adjusted OR: 3.25; 95% CI: 1.95-5.41). These associations were present within the first 30 days and between 30 days and 5 years postprocedure. Major or minor bleeding with blood transfusion ≥2 U was an independent predictor of 5-year mortality after both procedures. Stroke, unplanned revascularization for ischemia, and renal failure were significantly associated with mortality only after CABG. CONCLUSIONS: In the EXCEL trial, nonfatal periprocedural MAE were strongly associated with early and late mortality after both PCI and CABG for left main disease.


Subject(s)
Coronary Artery Disease , Percutaneous Coronary Intervention , Humans , Coronary Artery Disease/diagnostic imaging , Coronary Artery Disease/surgery , Treatment Outcome , Coronary Artery Bypass , Comorbidity
4.
J Am Heart Assoc ; 11(11): e024091, 2022 06 07.
Article in English | MEDLINE | ID: mdl-35656983

ABSTRACT

Background The neutrophil-to-lymphocyte ratio (NLR) as a marker of systemic inflammation has been associated with worse prognosis in several chronic disease states, including heart failure. However, few data exist on the prognostic impact of elevated baseline NLR or change in NLR levels during follow-up in patients undergoing transcatheter or surgical aortic valve replacement (TAVR or SAVR) for aortic stenosis. Methods and Results NLR was available in 5881 patients with severe aortic stenosis receiving TAVR or SAVR in PARTNER (Placement of Aortic Transcatheter Valves) I, II, and S3 trials/registries (median [Q1, Q3] NLR, 3.30 [2.40, 4.90]); mean NLR, 4.10; range, 0.5-24.9) and was evaluated as continuous variable and categorical tertiles (low: NLR ≤2.70, n=1963; intermediate: NLR 2.70-4.20, n=1958; high: NLR ≥4.20, n=1960). No patients had known baseline infection. High baseline NLR was associated with increased risk of death or rehospitalization at 3 years (58.4% versus 41.0%; adjusted hazard ratio [aHR], 1.39; 95% CI, 1.18-1.63; P<0.0001) compared with those with low NLR, irrespective of treatment modality. In both patients treated with TAVR and patients treated with SAVR, NLR decreased between baseline and 2 years. A 1-unit observed decrease in NLR between baseline and 1 year was associated with lower risk of death or rehospitalization between 1 year and 3 years (aHR, 0.86; 95% CI, 0.82-0.89; P<0.0001). Conclusions Elevated baseline NLR was independently associated with increased subsequent mortality and rehospitalization after TAVR or SAVR. The observed decrease in NLR after TAVR or SAVR was associated with improved outcomes. Registration URL: https://www.clinicaltrials.gov; Unique identifier: NCT00530894, NCT0134313, NCT02184442, NCT03225001, NCT0322141.


Subject(s)
Aortic Valve Stenosis , Heart Valve Prosthesis Implantation , Aortic Valve/surgery , Heart Valve Prosthesis Implantation/adverse effects , Heart Valve Prosthesis Implantation/methods , Humans , Lymphocytes , Neutrophils , Registries , Risk Factors , Severity of Illness Index , Treatment Outcome
5.
Catheter Cardiovasc Interv ; 99(6): 1877-1885, 2022 05.
Article in English | MEDLINE | ID: mdl-35289473

ABSTRACT

OBJECTIVES: The purpose of this study is to investigate the viability of transcatheter aortic valve replacement (TAVR) for severe symptomatic aortic stenosis (AS) in patients with prior chest radiation therapy (cXRT). BACKGROUND: Since patients with prior cXRT perform poorly with surgical aortic valve replacement, TAVR can be a viable alternative. However, clinical outcomes after TAVR in this patient population have not been well studied. METHODS: From the pooled registry of the placement of aortic transcatheter valves II trial, we identified patients with and without prior cXRT who underwent TAVR (n = 64 and 3923, respectively). The primary outcome was a composite of all-cause death and any stroke at 2 years. Time to event analyses were shown as Kaplan-Meier event rates and compared by log-rank testing. Hazard ratios (HRs) were estimated and compared by Cox proportional hazards regression model. RESULTS: There was no significant difference in the primary outcome between the patients with and without prior cXRT (30.7% vs. 27.0%; p = 0.75; HR, 1.08; 95% confidence interval, 0.66-1.77). Rates of myocardial infarction, vascular complications, acute kidney injury, or new pacemaker implant after TAVR were not statistically different between the two groups. The rate of immediate reintervention with a second valve for aortic regurgitation after TAVR was higher among the patients with prior cXRT. However, no further difference was observed during 2 years follow-up after discharge from the index-procedure hospitalization. CONCLUSIONS: TAVR is a viable alternative for severe symptomatic AS in patients who had cXRT in the past.


Subject(s)
Aortic Valve Stenosis , Heart Valve Prosthesis Implantation , Heart Valve Prosthesis , Transcatheter Aortic Valve Replacement , Aortic Valve/diagnostic imaging , Aortic Valve/surgery , Aortic Valve Stenosis/diagnostic imaging , Aortic Valve Stenosis/epidemiology , Aortic Valve Stenosis/surgery , Heart Valve Prosthesis Implantation/adverse effects , Humans , Risk Factors , Transcatheter Aortic Valve Replacement/adverse effects , Transcatheter Aortic Valve Replacement/methods , Treatment Outcome
6.
Circ Cardiovasc Qual Outcomes ; 15(1): e007948, 2022 01.
Article in English | MEDLINE | ID: mdl-35041482

ABSTRACT

BACKGROUND: Circadian rhythms may influence myocardial tolerance to ischemia-reperfusion phenomena occurring during cardiac procedures. While conflicting results exist on the effect of time-of-day on surgical aortic valve replacement (SAVR), afternoon procedures could be associated with a reduced risk of death, rehospitalization or periprocedural myocardial infarction, compared with morning procedures. We examined the impact of procedure time-of-day on outcomes after transcatheter aortic valve replacement (TAVR) or SAVR. METHODS: We analyzed patients at intermediate- or high-surgical risk who underwent elective TAVR (n=4457) or SAVR (n=1129) in the PARTNER (Placement of Aortic Transcatheter Valve) 1 and 2 trials and registries according to time-of-day (morning versus afternoon) using the Kaplan-Meier event rates and multivariable Cox proportional hazards regression models. Sensitivity analysis was conducted using 1:1 propensity-score matching. The primary end point was all-cause death or rehospitalization at 2 years. RESULTS: At 2 years, no difference was observed between patients operated in the morning versus the afternoon within the SAVR (32.3% versus 30.6%, adjusted hazard ratio, 1.08 [95% CI, 0.82-1.41], P=0.58) and TAVR cohorts (35.7% versus 35.4%, adjusted hazard ratio, 1.01 [95% CI, 0.89-1.14], P=0.86) with regards to the primary end point. Rates of periprocedural myocardial infarction were low and similar between morning and afternoon in SAVR (1.6% versus 1.0%, P=0.51) and TAVR (0.4% versus 0.4%, P=0.86), as were all other clinical end points. Similar results were observed in propensity-score matched analysis. CONCLUSIONS: Procedure time-of-day was not associated with clinical outcomes after TAVR or SAVR. Registration: URL: https://www.clinicaltrials.gov; Unique identifiers: NCT00530894, NCT01314313, NCT03222141, and NCT03222128.


Subject(s)
Aortic Valve Stenosis , Heart Valve Prosthesis Implantation , Transcatheter Aortic Valve Replacement , Aortic Valve/surgery , Aortic Valve Stenosis/diagnosis , Aortic Valve Stenosis/surgery , Humans , Risk Factors , Severity of Illness Index , Transcatheter Aortic Valve Replacement/adverse effects , Treatment Outcome
7.
Coron Artery Dis ; 31(1): 45-51, 2022 01 01.
Article in English | MEDLINE | ID: mdl-34010180

ABSTRACT

BACKGROUND: Prior studies have reported an association between elevated white blood cell count (WBCc) and worse clinical outcomes after coronary artery bypass grafting (CABG) and percutaneous coronary intervention (PCI). We assessed the prognostic impact of WBCc in patients undergoing revascularization for left main coronary artery disease (LMCAD). METHODS: In Evaluation of XIENCE Versus Coronary Artery Bypass Surgery for Effectiveness of Left Main Revascularization (EXCEL), 1905 patients with LMCAD and low or intermediate SYNTAX scores were randomized to PCI with everolimus-eluting stents versus CABG. The 1895 patients with baseline WBCc available were grouped in tertiles of WBCc (mean 5.6 ± 0.8, 7.5 ± 0.5, and 10.1 ± 1.6 × 109/L). RESULTS: Five-year rates of the primary endpoint (death, myocardial infarction or stroke) were similar across increasing WBCc tertiles (21.2, 18.9, and 21.6%; P = 0.46). Individual components of the primary endpoint, Bleeding Academic Research Consortium (BARC) 3-5 bleeding, stent thrombosis or graft occlusion and ischemia-driven revascularization were all similar across WBCc tertiles. By multivariable analysis, WBCc as a continuous variable was not an independent predictor of adverse events (hazard radio per 1 × 109/L: 1.02; 95% CI, 0.97-1.08; P = 0.43). Results were consistent in the PCI and CABG arms individually. CONCLUSION: There was no association between baseline WBCc and 30-day or 5-year clinical outcomes after PCI or CABG. The absence of a clear incremental increase in events with increasing WBCc in the current analysis indicates that WBCc should not routinely be used as a prognostic marker or to guide revascularization decisions in patients with LMCAD.


Subject(s)
Coronary Vessels/physiopathology , Leukocyte Count/statistics & numerical data , Myocardial Revascularization/standards , Outcome Assessment, Health Care/statistics & numerical data , Aged , Female , Humans , Leukocyte Count/methods , Male , Middle Aged , Myocardial Revascularization/methods , Myocardial Revascularization/statistics & numerical data , Outcome Assessment, Health Care/methods , Percutaneous Coronary Intervention/methods , Percutaneous Coronary Intervention/standards , Percutaneous Coronary Intervention/statistics & numerical data , Risk Factors , Treatment Outcome
8.
EuroIntervention ; 17(13): 1053-1060, 2022 Jan 28.
Article in English | MEDLINE | ID: mdl-34483095

ABSTRACT

BACKGROUND: Moderate or worse paravalvular regurgitation (PVR) post transcatheter aortic valve replacement (TAVR) is associated with increased mortality. The mechanisms by which this occurs are not fully understood. AIMS: The aim of this study was to determine the mechanism by which PVR leads to worse outcomes. METHODS: A total of 1,974 intermediate-risk patients who received TAVR in the PARTNER 2 trial and registries were grouped by PVR severity. Clinical and echocardiographic outcomes were compared. RESULTS: Overall 1,176 (60%) patients had none/trace, 680 (34%) had mild, and 118 (6%) had ≥moderate PVR. At two years, ≥moderate PVR patients had increased risks of all-cause (HR 2.33 [1.41-3.85], p-value=0.001) and cardiovascular death (HR 3.30 [1.74-6.28], p-value <0.001), rehospitalisation (HR 2.68 [1.57-4.58], p-value <0.001), and reintervention (HR 14.72 [3.13-69.32], p-value <0.001). Moderate or worse PVR was associated with larger increases in left ventricular (LV) end-diastolic and systolic dimensions and volumes, LV mass indices, and reductions in LV ejection fractions (LVEFs) from 30 days to two years. Mild PVR was not associated with worse outcomes. Adjusting for LV dimensions and LVEF from the one-year echocardiogram, patients with ≥moderate PVR still had an increased risk of all-cause death or rehospitalisation at two years (HR 2.84 [1.25-5.78], p-value=0.009). CONCLUSIONS: Moderate or worse PVR, but not mild PVR, is associated with an increased risk of all-cause and cardiovascular death, rehospitalisation, and reintervention at two years. Moderate or worse PVR is also associated with adverse LV remodelling, which partially mediates how ≥moderate PVR leads to worse outcomes. These results provide dual insights on the deleterious impact of ≥moderate PVR and the contributing mechanisms of poor clinical outcomes.


Subject(s)
Aortic Valve Insufficiency , Aortic Valve Stenosis , Transcatheter Aortic Valve Replacement , Aortic Valve/diagnostic imaging , Aortic Valve/surgery , Aortic Valve Insufficiency/diagnostic imaging , Aortic Valve Insufficiency/etiology , Aortic Valve Insufficiency/surgery , Aortic Valve Stenosis/surgery , Humans , Risk Factors , Severity of Illness Index , Transcatheter Aortic Valve Replacement/adverse effects , Treatment Outcome
9.
Front Pharmacol ; 12: 650216, 2021.
Article in English | MEDLINE | ID: mdl-34305583

ABSTRACT

Ganoderma lucidum (Lingzhi) polysaccharide peptide (GL-pp) is a component of the globally acknowledged traditional Chinese medicine Ganoderma lucidum; Ganoderma lucidum is known for its sedative, hypnotic, immune regulatory, antitumor, and other pharmacological effects. In recent years, sleep disorders have been linked to many diseases and human body disorders, including cancer. Some experimental studies in mice found that sleep fragmentation could promote tumor development and progression. However, effects on GL-pp on tumor metastasis under circumstances of sleep disorders have rarely been studied. Thus, in this study, we used mice with sleep fragmentation (SF) bearing B16-F10-luc-G5 melanoma tumors to investigate the effect of SF on melanoma metastasis. Furthermore, we investigated the antitumor and antimetastatic effects of GL-pp (80 mg/kg) in mice suffering from SF and bearing B16-F10-luc-G5. Then, whole proteomics was used to analyze the differences in protein expression in the lung tissue between SF mice bearing B16-F10-luc-G5 with and without GL-pp administration. High-throughput pyrosequencing of 16S rRNA was also used to analyze the impact of GL-pp on the gut microbiota composition in SF mice bearing B16-F10-luc-G5. Last, the effects of GL-pp on macrophage polarization and TNF-α serum levels were detected. Collectively, we found that SF significantly facilitated the B16-F10-luc-G5 melanoma tumor metastasis in mice, while GL-pp significantly reduced B16-F10-luc-G5 melanoma tumor metastasis under the condition of SF, in which proteomics and gut microbiota had been changed greatly.

10.
EuroIntervention ; 17(4): e335-e342, 2021 Jul 20.
Article in English | MEDLINE | ID: mdl-33589408

ABSTRACT

BACKGROUND: In the COAPT trial, transcatheter mitral valve repair with the MitraClip plus maximally tolerated guideline-directed medical therapy (GDMT) improved clinical outcomes compared with GDMT alone in symptomatic patients with heart failure (HF) and 3+ or 4+ secondary mitral regurgitation (SMR) due to left ventricular (LV) dysfunction. AIMS: In this COAPT substudy, we sought to evaluate two-year outcomes in HF patients with reduced LV ejection fraction (HFrEF; LVEF ≤40%) versus preserved LVEF (HFpEF; LVEF >40%) and in those with severe (LVEF ≤30%) versus moderate (LVEF >30%) LV dysfunction. METHODS: The principal effectiveness outcome was the two-year rate of death from any cause or HF hospitalisations (HFH). Subgroup analysis with interaction testing was performed according to baseline LVEF; 472 patients (82.1%) had HFrEF (mean LVEF 28.0%±6.2%; range 12% to 40%) and 103 (17.9%) had HFpEF (mean LVEF 46.6%±4.9%; range 41% to 65%), while 292 (50.7%) had severely depressed LVEF (LVEF ≤30%; mean LVEF 23.9%±3.8%) and 283 (49.3%) had moderately depressed LVEF (LVEF >30%; mean LVEF 39.0%±6.8%). RESULTS: The two-year rate of death or HFH was 56.7% in patients with HFrEF and 53.4% with HFpEF (HR 1.16, 95% CI: 0.86-1.57, p=0.32). MitraClip reduced the two-year rate of death or HFH in patients with HFrEF (HR 0.50, 95% CI: 0.39-0.65) and HFpEF (HR 0.60, 95% CI: 0.35-1.05), pint=0.55. MitraClip was consistently effective in reducing the individual endpoints of mortality and HFH, improving MR severity, quality of life, and six-minute walk distance in patients with HFrEF, HFpEF, LVEF ≤30%, and LVEF >30%. CONCLUSIONS: In the COAPT trial, among patients with HF and 3+ or 4+ SMR who remained symptomatic despite maximally tolerated GDMT, the MitraClip was consistently effective in improving survival and health status in patients with severe and moderate LV dysfunction and those with preserved LVEF.


Subject(s)
Heart Failure , Mitral Valve Insufficiency , Ventricular Dysfunction, Left , Humans , Mitral Valve/diagnostic imaging , Mitral Valve/surgery , Mitral Valve Insufficiency/diagnostic imaging , Mitral Valve Insufficiency/surgery , Quality of Life , Stroke Volume , Treatment Outcome , Ventricular Function, Left
11.
Endocrine ; 63(1): 52-61, 2019 01.
Article in English | MEDLINE | ID: mdl-30132261

ABSTRACT

PURPOSE: We aimed to use a structural equation model (SEM) to determine the interrelations between various risk factors, including latent variables, involved in the development of metabolic syndrome(MetS). METHODS: This study used data derived from the MJ Longitudinal Health Check-up Population Database for participants aged 20 to 70 years, who were asymptomatic for MetS at enrollment and were followed up for 5 years. A SEM was applied to investigate the attributions of MetS and the interrelations between different risk factors. RESULTS: Socioeconomic status (SES), living habits, components of metabolic syndrome (COMetS), and blood pressure had a diverse impact on the onset of MetS, directly and (or) indirectly. When investigating the latent risk factors and the interrelations between different risk factors. The standardized total effect (the sum of the direct and indirect effects, ßt) of SES, living habits, blood pressure and COMetS on the onset of MetS was 0.084, -0.179, 0.154, and 0.353, respectively. SES, as a distal risk factor, directly influenced living habits, blood pressure, and COMetS with standardized regression coefficients (ßr) of -0.079 (P < 0.001), 0.200 (P < 0.001), and -0.163 (P < 0.001) respectively. Unfavorable living habits exerted an inverse effect on blood pressure and COMetS (ßr = -0.101, P < 0.001; ßr = -0.463, P < 0.001), which was an important path way for developing MetS. CONCLUSIONS: These results demonstrate that individuals with a higher level of SES are susceptible to high blood pressure and are at increased risk for MetS. Additionally, there is a decrease in exercise and an increase in smoking and consumption of alcohol corresponded to an increase in metabolic risk factors.


Subject(s)
Algorithms , Metabolic Syndrome/epidemiology , Adult , Aged , Alcohol Drinking/adverse effects , Blood Pressure , Cohort Studies , Databases, Factual , Female , Humans , Life Style , Longitudinal Studies , Male , Middle Aged , Models, Theoretical , Risk Factors , Smoking/epidemiology , Social Class , Young Adult
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