BACKGROUND:With a gradually aging population,improving the ability to screen for the risk of death after arthroplasty and implementing timely personalized intervention programs for the increasing number of elderly patients with femoral neck fractures is key to improving the postoperative status of patients and prolonging survival expectations. OBJECTIVE:To investigate the risk factors for postoperative mortality in elderly patients with femoral neck fractures and to construct a nomogram predictive model to predict their mortality risk. METHODS:The study was conducted on 155 elderly patients(≥65 years old)who underwent arthroplasty for femoral neck fracture from January 2016 to January 2021,and 147 patients who met the inclusion criteria were analyzed to collect clinical data that may affect the patients'postoperative mortality.Single-factor and multi-factor Cox regression analyses were successively used to screen independent risk factors associated with postoperative mortality.The column line graph model was constructed and validated using Rstudio software. RESULTS AND CONCLUSION:(1)Age,frailty(age-adjusted Charlson comorbidities score),preoperative activity status,osteoporosis,and postoperative serum albumin level were five independent risk factors for postoperative mortality in elderly patients with femoral neck fractures(P<0.05).(2)The nomogram predictive model was constructed based on the results of multifactorial analysis,with a consistency index of 0.819(95%CI:0.771-0.868).Receiver operating characteristic curve analysis showed that the area under curve for 1-year and 3-year survival prediction was 0.8543 and 0.7263,respectively,indicating that the nomogram predictive model has good discriminatory and predictive power;calibration curve and decision curve analysis also showed good model discriminative power and clinical utility value.(3)The constructed nomogram predictive model has good diagnostic efficacy and accuracy,and can effectively assess the risk of postoperative death of patients.

BACKGROUND:Arthroplasty is the primary treatment for displaced femoral neck fractures in the elderly,and the choice of total hip arthroplasty versus hemiarthroplasty is currently the subject of considerable debate. OBJECTIVE:To compare the mid-and long-term survival status of total hip arthroplasty versus hemiarthroplasty under a direct anterior approach for displaced femoral neck fractures in the elderly based on the propensity score matching method. METHODS:One hundred and forty-seven elderly patients(≥65 years of age)with displaced femoral neck fractures were admitted from January 2016 to January 2021,of whom 88 had total hip arthroplasty(total hip arthroplasty group)and 59 had artificial femoral head replacement(hemiarthroplasty group).For the patients'preoperative comorbidities,the age-corrected Charlson Comorbidity Scale was used to quantify the scores and calculate patient frailty.The propensity score matching method was used to match the two groups 1:1 and to compare the operation time,bleeding,postoperative hospitalization time,hospitalization cost,nutritional index,postoperative complications,and mortality between the two groups after matching.Postoperative survival time was determined by Kaplan-Meier Survival analysis. RESULTS AND CONCLUSION:(1)After propensity score matching,a total of 42 matched pairs were successful in both groups,and the preoperative data of patients in both groups were balanced and comparable after matching(P>0.05).(2)Compared with the hemiarthroplasty group,operation time(79.71 minutes vs.59.07 minutes,P<0.001),bleeding volume(839.64 mL vs.597.83 mL,P=0.001),and hospitalization cost(56 508.15 yuan vs.41 702.85 yuan,P<0.001)were significantly higher in the total hip arthroplasty group.However,the mortality rate was lower in the total hip arthroplasty group than in the hemiarthroplasty group(36%vs.57%,HR=0.44,95%CI:0.23-0.87,P=0.018),and the mean survival time was longer in the total hip arthroplasty group than in the hemiarthroplasty group(59.4 months vs.43.7 months,P=0.024).(3)There were no statistically significant differences in postoperative hospitalization time,preoperative and postoperative nutritional indicators,and overall postoperative complication rate between the two groups(P>0.05).However,in terms of postoperative pain,the incidence of pain was significantly higher in the hemiarthroplasty group than that in the total hip arthroplasty group(24%vs.7%,P=0.035).(4)Overall,total hip arthroplasty has a better prognosis for survival,while hemiarthroplasty is more appropriate for patients with poor physical fitness.At the same time,postoperative pain may largely affect the quality and survival time of patients after hip arthroplasty.

Objective:To evaluate the risk factors for adjacent vertebral compression fracture (AVCF) after fusion surgery of lumbar canal stenosis in the elderly.Methods:A retrospective cohort study was designed for 297 patients with lumbar canal stenosis who underwent fusion surgery in Hubei Provincial Hospital of Integrated Chinese and Western Medicine from January 2017 to December 2020. There were 42 males and 255 females, aged 68-85 years [(76.3±7.2)years]. The patients were divided into AVCF group ( n=67) and non-AVCF group ( n=230) according to with or without the occurrence of AVCF. The indicators recorded were the gender, age, body mass index, education level, number of combined basic diseases, course of the disease, preoperative bone mineral density, intraoperative bleeding volume, number of level fused during operation, postoperative blood transfusion volume, postoperative observation in the ICU, types of postoperative external fixation and time of external fixation. Univariate analysis was conducted to analyze the correlation between above risk factors and AVCF after fusion surgery of lumbar canal stenosis in the elderly. Multivariate Logistic regression analysis was used to determine the independent risk factors for the occurrence of AVCF in these patients. Results:In the univariate analysis, age, education level, preoperative bone mineral density, intraoperative bleeding volume, postoperative blood transfusion volume and postoperative observation in the ICU were correlated with AVCF after fusion surgery of lumbar canal stenosis in the elderly ( P<0.05 or 0.01), while there was no correlation of AVCF with gender, body mass index, number of combined basic diseases, course of the disease, number of level fused during operation, types of postoperative external fixation and time of external fixation (all P>0.05). Multivariate Logistic regression analysis showed that gender ( OR=4.02, 95% CI 1.35, 12.00, P<0.05), preoperative bone mineral density≤-2.5 SD ( OR=2.01, 95% CI 1.47, 2.75, P<0.01), intraoperative bleeding volume≥475 ml ( OR=1.01, 95% CI 1.00, 1.01, P<0.01) and postoperative blood transfusion volume≥434 ml ( OR=0.99, 95% CI 0.98, 1.00, P<0.01) were significantly associated with AVCF after fusion surgery of lumbar canal stenosis in the elderly. Conclusion:The female, bone mineral density≤-2.5 SD, intraoperative bleeding volume≥476 ml and postoperative blood transfusion volume≥434 ml are independent risk factors for AVCF after fusion surgery of lumbar canal stenosis in the elderly.

ObjectiveTo systematicly review the researches of gesture action intent recognition based on surface electromyography (sEMG). MethodsExperimental researches on gesture action intention recognition based on sEMG were retrieved from CNKI, Wanfang Data, PubMed and Web of Science. The literatures were screened, and the classification methods and other related factors were summarized. ResultsA total of 735 researches were returned, and 25 researches were finally included. The publication time was mainly from 2012 to 2021. The subjects were healthy people or amputees. The classification model included traditional machine learning models and deep learning models. Other related factors included acquisition, noise interference and sliding window size. ConclusionTraditional machine learning models based on sEMG signals have been maturely applied, and gesture recognition with deep learning models are of great potential. The individual differences of subjects, the real-time requirements of gesture classification and the stability requirements of sEMG devices still need to be addressed.

Objective:To explorer the optimal method of detecting donor kidney carrier carbapenem-resistant Klebsiella pneumoniae (CRKP).Methods:Clinical data were retrospectively analyzed for 1120 donation-after-circulatory-death (DCD) kidneys and bacterial detection of kidney perfusion fluid was performed from January 2015 to January 2019. A total of 1120 kidney perfusion fluid samples were collected with sterile tubes and submitted for culturing. And 451 specimens were delivered in sterile tubes and blood culture bottles simultaneously And 729 specimens assayed for carbapenemase genes with GeneXpert.Results:Among 1120 kidneys, CRKP was confirmed in 21 grafts with an infection rate of 1.87 %. The detection of carbapenemase genes with Genexpert showed that KPC was positive for 9/16 CRKP positive grafts. Sensitivity, specificity, false-positive rate, false-negative rate and ROC-AUC were calculated at 56.3 %, 100 %, 0, 43.7 % and 0.781 respectively. And 11 specimens delivered with sterile tube were culture positive for CRKP. Sensitivity, specificity, false-positive rate, false-negative rate and ROC-AUC were calculated at 52.3 %, 100 %, 0, 47.6 % and 0.762 respectively. Among 451 perfusion fluid samples collected with anaerobic blood culture bottle, 15 samples had a positive culture for CRKP. Sensitivity, specificity, false-positive rate, false-negative rate and ROC-AUC were calculated at 100 %, 100 %, 0, 0 and 1 respectively. In terms to anaerobic blood culture bottle, sensitivity, specificity, false-positive rate, false-negative rate and ROC-AUC were calculated at 60 %, 100 %, 0 , 40 % and 0.80 respectively.Conclusions:Genexpert assay is suitable for rapid and convenient detection of carbapenemase genes using kidney perfusion fluid. Culturing perfusion fluid samples collected with anaerobic blood culture bottle is clinically valuable diagnostic tool of CRKP. A combination of both methods is worthy of clinical promotion and application diagnosis of donor kidney derived CRKP in terms of greater accuracy and timeliness.

Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis and neuromyelitis optica spectrum disorders (NMOSD) are central nervous system diseases mediated by autoimmune antibodies. With the improvement of diagnosis and treatment, the reports of the two diseases appearing in the same patient are increasing. To strengthen the understanding of this kind of comorbidity, two cases of anti-NMDAR-encephalitis coexisting with NMOSD admitted in our hospital were reported. The clinical manifestations and imaging examination of the two patients showed the evidence of involvement of both brain and spinal cord. The anti-NMDAR antibody and anti-aquaporin 4 antibody tests were positive. In addition, gamma globulin or corticosteroid impulse therapy was effective in the treatment of two patients.

Coronavirus disease 2019 (COVID-19) has spread rapidly around the world. In order to diagnose COVID-19 more quickly, in this paper, a depthwise separable DenseNet was proposed. The paper constructed a deep learning model with 2 905 chest X-ray images as experimental dataset. In order to enhance the contrast, the contrast limited adaptive histogram equalization (CLAHE) algorithm was used to preprocess the X-ray image before network training, then the images were put into the training network and the parameters of the network were adjusted to the optimal. Meanwhile, Leaky ReLU was selected as the activation function. VGG16, ResNet18, ResNet34, DenseNet121 and SDenseNet models were used to compare with the model proposed in this paper. Compared with ResNet34, the proposed classification model of pneumonia had improved 2.0%, 2.3% and 1.5% in accuracy, sensitivity and specificity respectively. Compared with the SDenseNet network without depthwise separable convolution, number of parameters of the proposed model was reduced by 43.9%, but the classification effect did not decrease. It can be found that the proposed DWSDenseNet has a good classification effect on the COVID-19 chest X-ray images dataset. Under the condition of ensuring the accuracy as much as possible, the depthwise separable convolution can effectively reduce number of parameters of the model.
Betacoronavirus ; Coronavirus Infections ; diagnostic imaging ; Deep Learning ; Humans ; Pandemics ; Pneumonia, Viral ; diagnostic imaging ; X-Rays

Objective To explore the rapid diagnosis and clinic treatment of donor-derived carbapenem-resistant Klebsiella pneumoniae (CRKP) infection in renal transplant recipients .Methods Retrospective analysis was performed for clinical data and the diagnosis and treatment of 9 renal transplant recipients with donor-derived CRKP infection from March 2017 to May 2019 .Results Among 526 renal transplant recipients ,nine were diagnosed with donor-derived CRKP infection by bacterial culture or KPC enzyme gene test .The infection rate was 1 .71％ .One recipient receiving carbapenem and tigecycline died while the remainders survived after a treatment of ceftazidime-avibactam and carbapenem . One recipient underwent graft resection . Among 8 recipients on ceftazidime-avibactam ,5 cases received a standard dose of 3 .75 g/d while another 3 cases had a high dose of 7 .5 g/d .One patient in standard-dose group underwent graft resection due to an arteriorrhexis of artery anastomosis .After graft resection ,the patient received a high dose of ceftazidime-avibactam and survived to date .The grafts of three patients in high-dose treatment group survived .Conclusions KPC enzyme gene detection plus injecting lavage fluid into blood culture bottle for bacterial culture is rapid and accurate for diagnosing donor-derived CRKP infection . A combination of ceftazidime-avibactam plus carbapenem is effective for donor-derived CRKP infection .A high dose of ceftazidime-avibactam may improve the efficacy without obvious side effects .

The widespread application of next generation sequencing (NGS) in clinical settings has enabled testing, diagnosis, treatment and prevention of genetic diseases. However, many issues have arisen in the meanwhile. One of the most pressing issues is the lack of standards for reporting genetic test results across different service providers. The First Forum on Standards and Specifications for Clinical Genetic Testing was held to address the issue in Shenzhen, China, on October 28, 2017. Participants, including geneticists, clinicians, and representatives of genetic testing service providers, discussed problems of clinical genetic testing services across in China and shared opinions on principles, challenges, and standards for reporting clinical genetic test results. Here we summarize expert opinions presented at the seminar and report the consensus, which will serve as a basis for the development of standards and guidelines for reporting of clinical genetic testing results, in order to promote the standardization and regulation of genetic testing services in China.

BACKGROUND:Both high glucose and lipopolysaccharide have been proved to promote the apoptosis of human periodontal ligament fibroblasts (HPLFs), but their interactions on the HPLF apoptosis in vitro have not yet been reported. OBJECTIVE:To investigate the effect of different concentrations of lipopolysaccharide and high glucose on the proliferation, apoptosis and the expression levels of Bax and Bcl-2 in HPLFs in vitro. METHODS:The primarily cultured HPLFs were identified. The 5-8 generations of HPLFs were col ected and used in the subsequent experiment. The HPLFs were cultured in different concentrations of glucose (5.5 and 25 mmol/L) and lipopolysaccharide (0, 1 and 10 mg/L) for 24 and 48 hours, respectively. RESULTS AND CONCLUSION:Lipopolysaccharide (10 mg/L) could significantly inhibit the cel proliferation, promote the cel apoptosis, upregulate the expression levels of Bax and Bcl-2 mRNA and induce a significant decrease in Bcl-2/Bax ratio in the cel s cultured with 5.5 mmol/L glucose (P<0.05). The lipopolysaccharide-induced suppression of cel proliferation, cel apoptosis, the expressions of Bax and Bcl-2 mRNA as wel as decrease in Bcl-2/Bax ratio were significantly strengthened in the HPLFs treated with 25 mmol/L glucose (P<0.05). Analysis of variance found that high glucose and lipopolysaccharide had a significant interaction on the cel apoptosis (P<0.05). These results reveal that lipopolysaccharide-induced suppression of cel proliferation, cel apoptosis and the expressions of Bax and Bcl-2 mRNA are augmented in HPLFs cultured under high glucose condition, indicating lipopolysaccharide and high glucose interactively act in inducing cel apoptosis.