Polycystic ovary syndrome (PCOS) is a complex and heterogeneous common endocrine disease, and periodontitis is a chronic infectious immune inflammatory disease caused by dental plaque. In recent years, a large number of studies have shown that PCOS and periodontitis may be related, but the pathological mechanism is still unclear. Therefore, this article reviews the correlation between PCOS and periodontitis and the possible biological mechanisms of their mutual influence, in order to provide a theoretical basis for the prevention and treatment of periodontal disease in patients with PCOS.
Heart sound segmentation is a key step before heart sound classification. It refers to the processing of the acquired heart sound signal that separates the cardiac cycle into systolic and diastolic, etc. To solve the accuracy limitation of heart sound segmentation without relying on electrocardiogram, an algorithm based on the duration hidden Markov model (DHMM) was proposed. Firstly, the heart sound samples were positionally labeled. Then autocorrelation estimation method was used to estimate cardiac cycle duration, and Gaussian mixture distribution was used to model the duration of sample-state. Next, the hidden Markov model (HMM) was optimized in the training set and the DHMM was established. Finally, the Viterbi algorithm was used to track back the state of heart sounds to obtain S1, systole, S2 and diastole. 500 heart sound samples were used to test the performance of our algorithm. The average evaluation accuracy score (F1) was 0.933, the average sensitivity was 0.930, and the average accuracy rate was 0.936. Compared with other algorithms, the performance of our algorithm was more superior. It is proved that the algorithm has high robustness and anti-noise performance, which might provide a novel method for the feature extraction and analysis of heart sound signals collected in clinical environments.
ObjectiveTo study the local vascular remodeling, inflammatory response, and their correlations following acute spinal cord injury (SCI) with different grades, and to assess the histological changes in SCI rats.MethodsOne hundred and sixteen adult female Sprague Dawley rats were randomly divided into 4 groups (n=29). The rats in sham group were received laminectomy only. A standard MASCIS spinal cord compactor was applied with drop height of 12.5, 25.0, or 50.0 mm to establish the mild, moderate, or severe SCI model, respectively. Quantitative rat endothelial cell antigen 1 (RECA1) and CD68 positive areas and the correlations were studied by double immunofluorescent (DIF) staining at 12 hours, 24 hours, 3 days, 7 days, and 28 days following SCI. Moreover, qualitative neurofilament-H (NF-H) and glial fibrillary acidic protein (GFAP) positive glial cells were studied by DIF staining at 28 days. ELISA was used to detect the levels of tumor necrosis factor α (TNF-α), interleukin 1β (IL-1β), and IL-6 in spinal cord homogenates at 12 hours, 24 hours, and 3 days, and the correlations between TNF-α, IL-1β, or IL-6 levels and microvascular density (RECA1) were accordingly studied. Moreover, the neural tissue integrity and neuron damage were assessed by HE staining at 12 hours, 24 hours, 3 days, 7 days, and 28 days, and Nissl’s staining at 28 days following SCI, respectively.ResultsDIF staining revealed that the ratio of RECA1 positive area was the highest in moderate group, higher in mild and severe groups, and the lowest in sham group with significant differences between groups (P<0.05). The ratio of CD68 positive area was the highest in severe group, higher in moderate and mild groups, and the lowest in sham group with significant differences between groups (P<0.05), except the comparisons between mild and moderate groups at 24 hours and 28 days after SCI (P>0.05). There was no significant correlation between the RECA1 and CD68 expressions in sham group at different time points (P>0.05). At 12 and 24 hours after SCI, the RECA1 and CD68 expressions in mild and moderate groups showed significant positive correlations (P<0.05), while no significant correlation was found in severe group (P>0.05). No significant correlations between the RECA1 and CD68 expressions was shown in all SCI groups at 3 days and in severe group at 7 days (P>0.05), while the negative correlations were shown in mild and moderate groups at 7 days, and in all SCI groups at 28 days (P<0.05). In mild, moderate, and severe groups, the axons became disrupted, shorter and thicker rods-like, or even merged blocks with increased injury, while the astrocytes decreased in number, unorganized and condensed in appearance. ELISA studies showed that TNF-α, IL-1β, and IL-6 levels in sham group were significantly lower than those in other 3 groups at different time points (P>0.05). The differences in TNF-α, IL-1β, and IL-6 levels between SCI groups at different time points were sinificant (P<0.05), except IL-1β levels between the mild and moderate groups at 12 hours (P>0.05). Three inflammatory factors were all significantly correlated with the microvascular density grades (P<0.05). Histological analysis indicated that the damage to spinal cord tissue structure correlated with the extent of SCI. In severe group, local hemorrhage, edema, and infiltration of inflammatory cells were found the most drastic, the grey/white matter boundary was disappeared concurrently with the formation of cavity and shortage of normal neurons.ConclusionIn the acute stage following mild or moderate SCI, progressively aggravated injury result in higher microvessel density and increased inflammation. However, at the SCI region, the relation between microvessel density and inflammation inverse with time in the different grades of SCI. Accordingly, the destruction of neural structures positively relate to the grades of SCI and severity of inflammation.
ObjectiveTo observe and analyze the rate of visual acuity progression and binocular symmetry in patients with choroideremia (CHM). MethodsA single-center retrospective longitudinal cohort study. From April 2009 to August 2022, 38 eyes of 19 patients diagnosed with CHM through clinical and genetic testing at the Department of Ophthalmology, Peking Union Medical College Hospital, were included in this study. All patients underwent at least 2 follow-up visits with a minimum interval of 1 year between visits, and binocular best-corrected visual acuity (BCVA) results were recorded at each follow-up visit. Decimal visual acuity was converted into logarithm of the minimum angle of resolution (logMAR) for analysis. The patient group consisted of 19 males from 16 unrelated families. The age at initial visit was (39.52±13.24) years, with a (2.63±1.61) follow-up visits over a duration of (4.95±2.68) years. A total of 50 binocular BCVA data were included. Annual progression rate of visual acuity was calculated based on longitudinal and cross-sectional data. Spearman correlation coefficient and Bland-Altman method were used to evaluate the binocular symmetry. ResultsThe rate of visual acuity progression was (0.095±0.148) logMAR units/year based on longitudinal data and (0.018±0.009) logMAR units/year based on cross-sectional data. The binocular symmetry for BCVA of the baseline values was strong; however, the binocular symmetry of progression rates for BCVA was moderate. Spearman correlation analysis showed that binocular symmetry in baseline BCVA was high (r=0.881, P＜0.001). The symmetry of binocular vision progression rates based on longitudinal data was moderately symmetric (r=0.528, P=0.020). Bland-Altman analysis showed that 94.7% of binocular baseline BCVA differences were within 95% confidence interval (CI) of 95% limit difference (LOA), indicating good symmetry of binocular baseline BCVA. The number of binocular BCVA progression rate differences within 95%CI of 95%LOA was 89.5%, suggesting moderate symmetry in binocular BCVA progression rate. The results of Spearman correlation coefficient and Bland-Altman analysis of binocular symmetry were basically consistent. ConclusionsThe rate of visual acuity progression of patients with CHM based on longitudinal and cross-sectional data is (0.095±0.148) and (0.018±0.009) logMAR units/year, respectively. Cross-sectional data from patients of different ages should not be used to infer the progression rate of the natural history. Binocular eyes with highly symmetrical baseline visual acuity may differ in the rate of visual acuity progression.
Objective To explore the causal relationship between heart failure and memory impairment using a two-sample two-way Mendelian randomization (MR) approach. Methods The data for this study was sourced from the genome-wide association studies database and analyzed using a two-sample two-way MR method. In the forward study, the exposure factor was heart failure, and the outcome was memory loss. In the reverse study, the exposure factor was memory loss, and the outcome was heart failure. The instrumental variables were selected, and the causal relationship between heart failure and memory impairment was mainly analyzed using the inverse variance weighted method (IVW). At the same time, MR Egger regression, weighted mode, weighted median estimator, and simple mode were used to supplement the IVW analysis results. Cochran’s Q test was used to assess statistical heterogeneity among single nucleotide polymorphisms (SNPs), the intercept term of MR Egger regression was used to evaluate the presence of horizontal pleiotropy among SNPs, and the leave one method was used to evaluate the impact of individual SNPs on IVW analysis results. To avoid reverse causality, memory loss was identified as the exposure factor and heart failure as the outcome event, and reverse MR analysis was conducted. Results A total of 9 SNPs strongly associated with heart failure. The IVW analysis results [β=?0.81, odds ratio (OR)=0.45, 95% confidence interval (CI) (0.27, 0.73), P=0.0015] showed a negative causal relationship between heart failure and memory impairment. The results of weighted median estimator [β=?0.92, OR=0.40, 95%CI (0.21, 0.77), P=0.0059] and weighted mode [β=?1.16, OR=0.31, 95%CI (0.12, 0.83), P=0.047] showed a negative causal relationship between heart failure and memory impairment. Although MR Egger regression [β=?1.19, OR=0.30, 95%CI (0.08, 1.21), P=0.14] and simple mode [β=?0.32, OR=0.72, 95%CI (0.26, 2.01), P=0.55] analysis showed that heart failure did not increase the risk of memory loss. Cochran’s Q test and prompt yielded robust and non-heterogeneous results (P=0.890), while the intercept assessment of MR Egger regression indicated stable results without horizontal pleiotropy (P=0.578). Reverse MR analysis revealed that there was no causal relationship between exposure factor memory impairment and outcome heart failure [β=3.71×10?3, OR=1.00, 95%CI (0.96, 1.03), P=0.85]. Conclusions There is a negative correlation between genetic prediction of heart failure and the risk of memory loss, which is inconsistent with clinical observations and previous research conclusions. Observational associations may be overestimated or misled, which is also one of the core values of MR research.
Brain-computer interface (BCI) based on functional near-infrared spectroscopy (fNIRS) is a new-type human-computer interaction technique. To explore the separability of fNIRS signals in different motor imageries on the single limb, the study measured the fNIRS signals of 15 subjects (amateur football fans) during three different motor imageries of the right foot (passing, stopping and shooting). And the correlation coefficient of the HbO signal during different motor imageries was extracted as features for the input of a three-classification model based on support vector machines. The results found that the classification accuracy of the three motor imageries of the right foot was 78.89%±6.161%. The classification accuracy of the two-classification of motor imageries of the right foot, that is, passing and stopping, passing and shooting, and stopping and shooting was 85.17%±4.768%, 82.33%±6.011%, and 89.33%±6.713%, respectively. The results demonstrate that the fNIRS of different motor imageries of the single limb is separable, which is expected to add new control commands to fNIRS-BCI and also provide a new option for rehabilitation training and control peripherals for unilateral stroke patients. Besides, the study also confirms that the correlation coefficient can be used as an effective feature to classify different motor imageries.
Objective To review the research progress on the correlation between sarcopenia and osteoarthritis (OA). Methods The basic and clinical studies at home and abroad in recent years on sarcopenia and OA were extensively reviewed. The correlation between sarcopenia and OA was analyzed and summarized from five aspects: epidemiological status, risk factors, pathogenesis, clinical treatments, and the impact on joint arthroplasty. Results Sarcopenia and OA are common diseases in the elderly with high prevalence and can increase the ill risk of each other. They share a set of risk factors, and show negative interactive and influence on pathogenesis and clinical treatments, thus participating in each other’s disease process and reducing the treatment benefits. Clinical studies show that sarcopenia can affect the rehabilitation effect and increase the risk of postoperative complications after total joint arthroplasty in many ways. ConclusionCurrent research results show that sarcopenia and OA are related and can be mutually affected in the above 5 aspects, but more studies are needed to further clarify the relationship between them, so as to provide more theoretical basis for the understanding, prevention, diagnosis, and treatments of the two diseases.
Objective To reflect the correlation between social support and mental health of the aged through the Pearson correlation coefficient. Methods Databases including PubMed, SpringerLink, EMbase, The Cochrane Library, VIP, WanFang Data and CNKI were searched from inception to October, 2011 to collect literature on the correlation between social support and mental health of the aged. The studies were screened according to the inclusion and exclusion criteria. After extracting data and assessing the quality of the included studies, meta-analysis was conducted using RevMan 5.0 software. Results Of the 2 396 identified studies, 4 studies were included. The results showed that 4 studies were not high in the overall quality. The total score of social support of the elderly and its three dimensions were related to mental health. Among 9 factors associated with mental health, somatization, depression and anxiety were weakly correlated to the objective support while the others were extremely weakly correlated. Anxiety and phobic anxiety were weakly correlated to the subjective support while the others were extremely weakly correlated. Phobic anxiety was weakly correlated to the utilizing degree while the others were extremely weakly correlated. Somatization, anxiety and phobic anxiety were weakly correlated to the total score of social support while the others were extremely weakly correlated. Conclusion Social support probably improves mental health of the aged to some extent.
Sleep apnea syndrome (SAS) is a kind of common and harmful systemic sleep disorder. SAS patients have significant iconography changes in brain structure and function, and electroencephalogram (EEG) is the most intuitive parameter to describe the sleep process which can reflect the electrical activity and function of brain tissues. Based on the non-stationary and nonlinear characteristics of EEG, this paper analyzes the correlation dimension of sleep EEG in patients with SAS. Six SAS patients were classed as SAS group and six healthy persons were classified into a control group. The results showed that the correlation dimension of sleep EEG in the SAS group and the control group decreased gradually with the deepening of sleep, and then increased to the level of awake and light sleep stage with rapid eye movement (REM). The correlation dimension of SAS group was significantly lower than that of control group (P<0.01) throughout all the stages. The results suggested that there were significant nonlinear dynamic differences between the EEG signals of SAS patients and of healthy people, which provided a new direction for the study of the physiological mechanism and automatic detection of SAS.
ObjectiveTo study the effects of visceral adipose tissue area (VTA) and subcutaneous adipose tissue area (STA) on pulmonary ventilation function (PVF), and then to evaluate the impact of abdominal fat distribution on PVF.Methods Patients who underwent both PVF examination and abdominal CT between January 1st and December 31st, 2017 were selected from the electronic medical record system of West China Hospital of Sichuan University. The demographic data and PVF indexes [vital capacity (VC), forced vital capacity (FVC), forced expiratory volume in one second (FEV1), and 1 s rate (FEV1/FVC)] were collected. VTA and STA were obtained by abdominal CT measurement. The correlations between PVF indexes and VTA or STA were compared. Results A total of 224 patients were included. According to the VTA/STA ratio, there were 92 cases (41.07%) in group VTA/STA<1 and 132 cases (58.93%) in group VTA/STA≥1. VTA was not correlated with FVC (rs=?0.078, P=0.244), but negatively correlated with VC (rs=?0.138, P=0.040), FEV1 (rs=?0.141, P=0.034) and FEV1/FVC (rs=?0.137, P=0.041); STA had no correlation with VC, FVC, FEV1 or FEV1/FVC (P>0.05). VTA/STA was negatively correlated with VC (rs=?0.220, P=0.001), FEV1 (rs=?0.273, P<0.001) and FEV1/FVC (rs=?0.380, P<0.001), but it had no correlation with FVC (rs=?0.083, P=0.214). In group VTA/STA<1, VTA/STA was negatively correlated with FEV1 (rs =?0.205, P=0.050) and FEV1/FVC (rs=?0.317, P=0.002), but it had no correlation with VC or FVC (P>0.05). In group VTA/STA≥1, VTA/STA was negatively correlated with VC, FVC, FEV1 and FEV1/FVC (P<0.05). Conclusions VTA and STA are negatively correlated with PVF. The ratio of VTA/STA can be used as an index to evaluate the effect of abdominal fat distribution on lung function.