Objective To identify the heart sounds of aortic stenosis by deep learning model based on DenseNet121 architecture, and to explore its application potential in clinical screening aortic stenosis. Methods We prospectively collected heart sounds and clinical data of patients with aortic stenosis in Tianjin Chest Hospital, from June 2021 to February 2022. The collected heart sound data were used to train, verify and test a deep learning model. We evaluated the performance of the model by drawing receiver operating characteristic curve and precision-recall curve. Results A total of 100 patients including 11 asymptomatic patients were included. There were 50 aortic stenosis patients with 30 males and 20 females at an average age of 68.18±10.63 years in an aortic stenosis group (stenosis group). And 50 patients without aortic valve disease were in a negative group, including 26 males and 24 females at an average age of 45.98±12.51 years. The model had an excellent ability to distinguish heart sound data collected from patients with aortic stenosis in clinical settings: accuracy at 91.67%, sensitivity at 90.00%, specificity at 92.50%, and area under receiver operating characteristic curve was 0.917. Conclusion The model of heart sound diagnosis of aortic stenosis based on deep learning has excellent application prospects in clinical screening, which can provide a new idea for the early identification of patients with aortic stenosis.
Objective To investigate the effect of S-adenosylmethionine (SAM) on mitochondrial injury that was induced by ischemia-reperfusion in rat liver. Methods Fifty-four rats were randomly divided equally into 3 groups: control group, ischemia-reperfusion group (I/R group), and SAM-treated group (SAM group). Hepatic ischemia had been only lasted for 30 min by obstructing the blood stream of hepatic portal vena (the portal vena was only separated but not obstructed in control group). The rats of SAM group received SAM intraperitoneally 2 h prior to ischemia. Blood samples of each group were collected from the inferior cava vena at 0, 1 and 6 h after reperfusion and the serum levels of AST and ALT were detected. Mitochondrial super oxidedismutase (SOD), malondialdehyde (MDA), adenosine triphosphate (ATP) and energy charge (EC) in samples of liver tissue were detected, and the mitochondrial ultrastructure was observed with electronmicroscope. Results The serum levels of AST, ALT and mitochondrial MDA at 0, 1 and 6 h after reperfusion in the I/R group were significantly higher than those in the control group, whereas the levels of mitochondrial SOD, ATP and EC were significantly lower than those in the control group (P＜0.01). Except the value of 0 h, when it comes to SAM group, the levels of AST, ALT and mitochondrial MDA were significantly lower (P＜0.05) and the levels of mitochondrial SOD, ATP and EC were significantly higher (P＜0.05, P＜0.01) than those in the I/R group, respectively. The mitochondrial ultrastructure was injured obviously in I/R group when compared with that in control group. The number of mitochondria decreased and the mitochondria swelled, making the crista became obscure and the density of matrix became lower. The above changes in SAM group were less obvious when compared with those in I/R group. Conclusion SAM may protect mitochondrion against hepatic ischemia injury, since it may prevent mitochondrial lipid peroxidation, increase ATP, and eventually improve energy metabolism after ischemia-reperfusion.
ObjectivesTo systematically review the implementation effects of the full coverage policy for medicines, and to provide evidence for the improvement of National Essential Medicine Policy in China.MethodsWe searched databases including ProQuest, PubMed, CNKI and WanFang Data databases from inception to June 30th 2018 to collect the studies on full coverage policy for medicines. Two reviewers screened literature and extracted related information independently. Then, qualitative analyses were applied to evaluate the impact of the full coverage policy for medicines.ResultsA total of 35 studies on the full coverage policy for medicines were included. Ten studies evaluated the effects of disease control, 12 studies evaluated the impact of the compliance of the patients, 9 studies evaluated the impact on medical expenses and drug costs, 2 studies evaluated the effects of equality, 7 studies evaluated economics, and 11 studies described the improper use and waste of medicines.ConclusionsIn the content of perfecting the selection mechanism and management system, the implementation of the full coverage policy for essential medicines is conducive to promoting equality and accessibility, enhancing drug compliance, improving the diagnosis and treatment of patient diseases ultimately, and making the policy more economical.
Objective To investigate the impact of red blood cell suspension infusion across various perioperative periods on patients with valvular heart disease. Methods The patients with valvular heart disease admitted to Tianjin Chest Hospital from 2018 to 2020 were selected. Based on the timing of perioperative red cell suspension infusion, patients were categorized into three groups: a group 1 receiving intraoperative red cell suspension infusion, a group 2 receiving red cell suspension infusion within 24 hours after entering the ICU, and a group 3 receiving red cell suspension infusion at both time points. Clinical data, laboratory results, perioperative blood component infusion volume, and other relevant parameters were systematically recorded. After propensity score matching, the differences in different variables among the three groups were compared. Results After propensity score matching, 102 patients were enrolled, including 5 males and 50 females, with an average age of 61.74±10.58 years. There were 34 patients in each group. The preoperative hemoglobin (Hb) value of the group 2 was significantly higher than that of the group 1 and the group 3, and the amount of red cell suspension and autoblood transfusion was the lowest (P<0.05). In the group 1, Hb was the highest after surgery, Hb was the highest within 24 hours after surgery, HCT was the highest within 24 hours after surgery (P<0.05). The group 1 had the lowest plasma, platelet and cryoprecipitate infusion volumes, and the shortest cardiopulmonary bypass time, aortic occlusion time, postoperative ICU stay and hospital stay, and the least blood loss, total drainage volume (P<0.05). The difference between postoperative Hb and preoperative △Hb1 was significantly increased in the group 1 (P<0.05). Conclusion The intraoperative infusion of suspended red blood cells in patients with heart valves can be used to indicate to clinicians that patients have a better prognosis at discharge, review and follow-up.