Study on the relationship between meteorological factors and the number of hypertension outpatients based on CNN-LSTM / 中华疾病控制杂志

Objective To study the effect of meteorological factors on the number of hypertension outpatients in four areas of Gansu Province, then predict and analyze the trend of the number of hypertension outpatients, so as to provide reference for the prevention and control of hypertension diseases. Methods On the basis of controlling the confounding factors such as long-term trends, date effects, meteorological information and contaminant influence, a mixed model of convolutional neural network (CNN) and long-short term memory (LSTM) was constructed for the number of hypertension outpatients in the four regions of Baiyin, Chengxian, Qingcheng and Liangzhou by Python programming language. Results The root mean square errors of the CNN-LSTM model for the number of hypertensive outpatients in the four regions was 6.330 9, 6.814 2, 6.393 6 and 6.867 6. The mean absolute percentage error was 74.082 2, 78.508 2, 56.618 3 and 50.235 4. And the average absolute errors was 4.875 7, 5.431 1, 4.542 0 and 6.460 8. All the results was superior to those of support vector machine (SVM), autoregressive integrated moving average model (ARIMA), random forest (RF), CNN and LSTM. Conclusion The CNN-LSTM model can accurately predict the number of hypertension outpatients in Gansu. The hospital can rationally allocate medical resources according to the needs of hypertension for medical treatment at different times.

Echocardiographic Measurements Results in Healthy Han, Tibetan and Yugur Adults / 中国循环杂志

Objectives:The aim of this study was to compare the potential differences on echocardiographic cardiac chambers size and systolic function among the healthy Han, Tibetan and Yugur adults. Methods:A total of 1 820 healthy volunteers aged 20 to 80 years were screened at Qinghai province and Gansu province, including 887 Han (456 men), 506 Tibetan (262 men) and 427 Yugur (187 men) Chinese adults. Standard two-dimensional echocardiography was performed to obtain measurements of the cardiac chambers and left ventricular ejection fraction (LVEF). The impacts of nationality, age and gender on all echocardiographic results were analyzed. Results:The values of left ventricular end-diastolic volume was higher in Yugur male adults than in Han and Tibetan male adults ([96.29±21.60]ml vs [93.64±18.30] ml vs [91.16±16.77] ml, P＜0.05).The differences remained after adjusting body surface area ([54.16±11.14]ml/m2 vs [53.92±10.20] ml/m2 vs [52.76±8.94] ml/m2, P＜0.05). There was no significant difference in LVEF among three nationalities (P＞0.05). The values of cardiac chambers dimensions were significantly higher in men than in women (P＜0.05). The anteroposterior dimension of the left atrium increased with age in both genders (P＜0.05). Conclusions:Our results show that the left ventricular end-diastolic volume is related to nationality and some parameters vary with gender and age. Not only the differences in age, gender, body size, but also ethnic differences should be considered when defining the normal values of echocardiographic examination.

Evaluation by indirect immunofluorescent assay and enzyme linked immunosorbent assay of the dynamic changes of serum antibody responses against severe acute respiratory syndrome coronavirus / 中华医学杂志(英文版)

<p><b>BACKGROUND</b>Severe acute respiratory syndrome coronavirus (SARS-CoV) is a newly emerging virus that gives rise to SARS patients with high rates of infectivity and fatality. To study the humoral immune responses to SARS-CoV, the authors evaluated IgG and IgM specific antibodies in patients' sera.</p><p><b>METHODS</b>Two methods, enzyme-linked immunosorbent assay (ELISA) and indirect immunofluorescent assay (IFA), were used to detect specific serum IgG and IgM against SARS-CoV in 98 SARS patients and 250 controls consisting of patients with pneumonia, health-care professionals and healthy subjects. The serum antibody profiles were investigated at different times over one and a half years in 18 of the SARS patients.</p><p><b>RESULTS</b>The sensitivity and specificity of ELISA for detecting IgG against SARS-CoV were 100.0% and 97.2% and for IgM 89.8% and 97.6% respectively; the figures using IFA for IgG were 100.0% and 100.0% and for IgM 81.8% and 100.0% respectively. During the first seven days of the antibodies trace test, no IgG and IgM were detected, but on day 15, IgG response increased dramatically, reaching a peak on day 60, remaining high up to day 180 and decreasing gradually until day 540. On day 15, IgM was detected, rapidly reached a peak, then declined gradually until day 180 when IgM was undetectable.</p><p><b>CONCLUSION</b>The detection of antibodies against SARS virus is helpful in the clinical diagnosis of SARS.</p>

Chemokine-like factor 1, a novel cytokine, contributes to airway damage, remodeling and pulmonary fibrosis / 中华医学杂志(英文版)

<p><b>BACKGROUND</b>Chemokine-like factor 1 (CKLF1) was recently identified as a novel cytokine. The full-length CKLF1 cDNA contains 530 bp encoding 99 amino acid residues with a CC motif similar to that of other CC family chemokines. Recombinant CKLF1 exhibits chemotactic activity on leucocytes and stimulates proliferation of murine skeletal muscle cells. We questioned whether CKLF1 could be involved in the pathogenesis of inflammation and proliferation in the lung. Therefore we used efficient in vivo gene delivery method to investigate the biological effect of CKLF1 in the murine lung.</p><p><b>METHODS</b>CKLF1-expressing plasmid, pCDI-CKLF1, was constructed and injected into the skeletal muscles followed by electroporation. Lung tissues were obtained at the end of week 1, 2, 3 and 4 respectively after injection. The pathological changes in the lungs were observed by light microscope.</p><p><b>RESULTS</b>A single intramuscular injection of CKLF1 plasmid DNA into BALB/c mice caused dramatic pathological changes in the lungs of treated mice. These changes included peribronchial leukocyte infiltration, epithelial shedding, collagen deposition, proliferation of bronchial smooth muscle cells and fibrosis of the lung.</p><p><b>CONCLUSIONS</b>The sustained morphological abnormalities of the bronchial and bronchiolar wall, the acute pneumonitis and interstitial pulmonary fibrosis induced by CKLF1 were similar to phenomena observed in chronic persistent asthma, acute respiratory distress syndrome and severe acute respiratory syndrome. These data suggest that CKLF1 may play an important role in the pathogenesis of these important diseases and the study also implies that gene electro-transfer in vivo could serve as a valuable approach for evaluating the function of a novel gene in animals.</p>