OBJECTIVES: To evaluate the performance of a multi-constraint representation learning classification model for identifying ovarian cancer with missing laboratory indicators. METHODS: Tabular data with missing laboratory indicators were collected from 393 patients with ovarian cancer and 1951 control patients. The missing ovarian cancer laboratory indicator features were projected to the latent space to obtain a classification model using the representational learning classification model based on discriminative learning and mutual information coupled with feature projection significance score consistency and missing location estimation. The proposed constraint term was ablated experimentally to assess the feasibility and validity of the constraint term by accuracy, area under the ROC curve (AUC), sensitivity, and specificity. Cross-validation methods and accuracy, AUC, sensitivity and specificity were also used to evaluate the discriminative performance of this classification model in comparison with other interpolation methods for processing of the missing data. RESULTS: The results of the ablation experiments showed good compatibility among the constraints, and each constraint had good robustness. The cross-validation experiment showed that for identification of ovarian cancer with missing laboratory indicators, the AUC, accuracy, sensitivity and specificity of the proposed multi-constraints representation-based learning classification model was 0.915, 0.888, 0.774, and 0.910, respectively, and its AUC and sensitivity were superior to those of other interpolation methods. CONCLUSIONS The proposed model has excellent discriminatory ability with better performance than other missing data interpolation methods for identification of ovarian cancer with missing laboratory indicators.
Female ; Humans ; Ovarian Neoplasms/diagnosis* ; Machine Learning ; ROC Curve

Early correction of childhood malocclusion is timely managing morphological, structural, and functional abnormalities at different dentomaxillofacial developmental stages. The selection of appropriate imaging examination and comprehensive radiological diagnosis and analysis play an important role in early correction of childhood malocclusion. This expert consensus is a collaborative effort by multidisciplinary experts in dentistry across the nation based on the current clinical evidence, aiming to provide general guidance on appropriate imaging examination selection, comprehensive and accurate imaging assessment for early orthodontic treatment patients.
Humans ; Malocclusion/diagnostic imaging* ; Child ; Consensus

Bone grafting is a primary method for treating bone defects. Among various graft materials, xenogeneic bone substitutes are widely used in clinical practice due to their abundant sources, convenient processing and storage, and avoidance of secondary surgeries. With the advancement of domestic production and the limitations of imported products, an increasing number of bone filling or grafting substitute materials isentering clinical trials. Relevant experts have drafted this consensus to enhance the management of medical device clinical trials, protect the rights of participants, and ensure the scientific and effective execution of trials. It summarizes clinical experience in aspects, such as design principles, participant inclusion/exclusion criteria, observation periods, efficacy evaluation metrics, safety assessment indicators, and quality control, to provide guidance for professionals in the field.
Humans ; Bone Substitutes/therapeutic use* ; Randomized Controlled Trials as Topic/methods* ; Consensus ; Bone Transplantation ; Research Design

Objective:To construct the core entries in the knowledge base of clinical nursing decision support system for stroke, and to provide theoretical basis for subsequent implantation of decision support system and offer decision guidance for nurses′clinical work.Methods:Based on nursing procedure and referred to the clinical nursing classification system, the core entries of the knowledge base were constructed using literature review, focus group method, case analysis and Delphi technique.Results:A total of 13 stroke nursing management, clinical nursing and nursing education experts were selected to complete 2 rounds of consultation, with 1 male, 12 female, 1 expert aged 25-35 years old, 6 experts aged 36-45 years old, 5 experts aged 46-55 years old, and 1 expert aged≥56 years old. The positive coefficients of the 2 rounds of consultation were 13/14 and 13/13, respectively. The expert judgment basis was 0.93, the degree of familiarity was 0.95, and the authority coefficient was 0.94. The importance scores of the entries in the 2 rounds were 4.15 - 5.00 and 4.45 - 5.00 respectively, all≥3.50 points. The coefficients of variation of each entry were 0.00 - 0.25 and 0.00 - 0.15. Kendall coordination coefficients were 0.837 and 0.835, respectively (both P<0.01). Finally, the core entries in the knowledge base of clinical nursing decision support system for stroke included 45 nursing assessments, 43 nursing diagnoses, 38 nursing goals, 215 nursing interventions, and 3 nursing evaluations. Conclusions:The construction of the core entries in the knowledge base of clinical nursing decision support system for stroke is evidence-based, scientifically and standardized, which can provide theoretical basis for embedding in computer information systems, comprehensively assess hospitalized stroke patients from physiological, psychological, and functional aspects, which is convenient and efficient to operate, and provides decision guidance for nurses, which meets the clinical application of stroke patients in China.

Objective:To explore the current status of health information literacy in patients with chronic obstructive pulmonary disease(COPD)and analyze its influencing factors.Methods:A total of 270 patients with COPD were conveniently selected as the research objects from Dec 2021 to Aug 2022 in 3 third-grade grade A hospitals in Zhuzhou City by using convenience sampling.The self-designed general data questionnaire and Health Information Literacy Self-Assessment Questionnaire were used for investigation.Multiple linear regression was used to analyze the factors influencing the health information literacy of COPD patients.Results:The total score of health information literacy of COPD patients was(15.58±2.37),and the average score of each dimension was ranked from high to low as:health information cognition(0.65±0.12),health information morality(0.61±0.11),health information utilization(0.59±0.14),health information evaluation(0.57±0.10),health information acquisition(0.43±0.11).And patients with qualified health information proficiency(≥60 points)accounted for 19.6%.Patients with different ages,personal monthly incomes,occupations,places of residence,education levels,course of disease,self-evaluation of health status,active participation in health management,and knowledge of COPD disease had different health information literacy scores(P＜0.05).Multiple linear regression showed that age,education level,self-evaluation of health status,active participation in health management and knowledge level of COPD disease were influencing factors of health information literacy of COPD patients(P＜0.05),and the above variables together accounted for 27.3%of the total variation degree of health information literacy.Conclusions:The level of health information literacy of COPD patients in a city needs to be further improved,which is influenced by several factors.Medical staff should develop individualized interventions to improve the health information literacy of patients with different characteristics.

Objective To explore the effect of Sufu on lung adenocarcinoma by observing its mutation and the changes in Gli1 transcription after its mutation.Methods cBioPortal for Cancer Genomics was used to obtain the mutation status of Sufu in lung cancer.Four Sufu single base mutation vectors were constructed and transfected into lung adenocarcinoma cell lines A549 and H1975 to establish cells with Sufu overexpression and knockout.Wounding healing assay was employed to determine the effect of Sufu on cell migration,and RT-qPCR,immunofluorescence assay and dual luciferase reporter gene assay were utilized to explore the changes in Gli1 transcription after Sufu mutation.Results cBioPortal data showed that the mutation rate of Sufu in lung cancer was 11.76％in squamous cell carcinoma(2/17),0.96％in adenocarcinoma(6/625),1.01％in small cell lung cancer(4/396),and 0.69％in non-small cell lung cancer(77/11 227).The median survival of lung cancer patients was significantly decreased in those with Sufu mutation than those without(38.00 vs 54.34 months,HR=1.943,P＜0.05).A549 cells were sensitive to Sufu knockout,and it resulted in significant increase of the transcription level of Gli1(P＜0.05).Overexpression of Sufu inhibited cell migration ability in both A549 and H1975 cells(P＜0.05).Sufu mutation had no significant influence on the location of Gli1 in the cells.The Sufu-T411M mutation up-regulated the the transcription level of Gli1(P＜0.05).Conclusion Sufu has an inhibitory effect on lung adenocarcinoma metastasis,and can be regarded as a potential target for lung adenocarcinoma metastasis.

In the implementation of exemption from ethical review,medical institutions equate exemption from ethical review with no ethical review or simple review,misunderstand the scope of exemption from ethical review,confuse the concepts of de-identification and anonymization,and equate privacy with personal information.The implementation faced challenges such as the coordination of conditions for exempt review with other regulations,the lack of clear decision-making subjects for exempting from ethical review,the legality and compliance of using general informed consent for biological samples and information data,as well as non-traceability and the risk of being re-identified of anonymous information for exemption from ethical review.Measures such as improving relevant laws and regulations,perfecting the construction and management of information databases and biological sample libraries,strengthening the project management and process supervision of exemption from ethical review,and implementing scientific review can ensure the legal and compliant implementation of exemption from ethical review by medical and health institutions.

Objective To analyze the in-hospital and long term prognosis of acute myocardial infarction(AMI)patients with N-terminal B-type brain natriuretic peptide(NT-proBNP)peak value exceeding the up-per limit.Methods A total of 669 patients with AMI diagnosed in a hospital from 2013 to 2018 were selected as research objects.According to the peak value level of NT-proBNP,they were divided into the NT-proBNP peak value exceeding the upper limit group(50 cases)and the NT-proBNP peak value detectable group(619 cases).Propensity score was used for matching(1:2),and the patients were divided into NT-proBNP peak value exceeding the upper limit group(50 cases)and NT-proBNP peak value detectable group(107 cases),and the in-hospital prognosis and long-term prognosis of the two groups were compared,as well as the echo-cardiographic indexes of each group in the acute stage and recovery stage of AMI.Multiple linear regression a-nalysis was used to predict the factors affecting left ventricular ejection fraction in the recovery stage of AMI.Results After matching the propensity score,compared with the NT-proBNP peak value detectable group,the neutrophil to lymphocyte ratio,hypersensitive C reactive protein level and fibrinogen level in the NT-proBNP peak value exceeding the upper limit group were higher at admission,and the differences were statistically sig-nificant(P＜0.05).The proportion of Killip≥ Grade Ⅱ,left ventricular ejection fraction,hospitalization time and major adverse cardiovascular and cerebrovascular events in the NT-proBNP peak value exceeding the up-per limit group were compared with those in the NT-proBNP peak value detectable group,and the differences were statistically significant(P＜0.05).The left ventricular ejection fraction and left ventricular shortening fraction of the NT-proBNP peak value detection group in AMI acute stage were higher than those in the NT-proBNP peak value exceeding the upper limit group in AMI acute stage,and the difference was statistically significant(P＜0.05).Multiple linear regression analysis showed the relationship between the NT-proBNP peak value during hospitalization and the left ventricular ejection fraction of cardiac function during AMI re-covery.The results suggested that the NT-proBNP peak value was not a risk factor affecting the left ventricu-lar ejection fraction of cardiac function during AMI recovery.Conclusion AMI patients with NT-proBNP peak value exceeding the upper limit should be treated with a series of comprehensive treatment strategies to pro-mote their rehabilitation and improve their long-term prognosis.

Objective To investigate the safety and efficacy of ExoSeal vascular occluder in bridging therapy for patients with acute ischemic stroke(AIS).Methods The clinical data of 142 AIS patients,who received mechanical thrombectomy in the bridge-connected vascular lumen after full dose recombinant tissue plasminogen activator(rt-PA)thrombolysis at the Weifang Municipal People's Hospital of China between June 2018 and December 2020,were retrospectively analyzed.An 8-F femoral arterial sheath was used for the performance of endovascular mechanical thrombectomy in all patients.After the interventional procedure finished,the hemostasis of femoral artery puncture point was achieved by using manual compression(MC)method in 68 patients(MC group)and by using a 7-F ExoSeal vascular occluder method in 74 patients(ExoSeal group).The success rate of puncture point hemostasis and the incidence of puncture point-related complications were compared between the two methods.Results The success rate of surgery in the ExoSeal group was 94.6％,which was obviously higher than 83.8％in the MC group(P=0.037).During the period from the time of finishing surgery and the time of discharge,11 patients(16.2％)in the MC group and 4 patients(5.4％)in the ExoSeal group developed puncture point-related complications(P=0.030),and 6 patients(8.8％)in the MC group and 2 patients(2.7％)in the ExoSeal group developed deep vein thrombosis(P=0.109).No arteriovenous fistula,pseudoaneurysm,acute ischemia of the ipsilateral lower limb,puncture point-associated major bleeding,or other complications that required vascular surgery or interventional therapy occurred in all patients.Conclusion ExoSeal vascular closure device can be safely used in AIS patients who are receiving mechanical thrombectomy in the bridge-connected vascular lumen after thrombolysis.It carries high success rate for femoral artery puncture point hemostasis,besides,it can reduce the incidence of puncture point hematoma.

【Objective】 To evaluate the effectiveness of Roche Cobas s 201 in detecting HBV by analyzing its blood nucleic acid testing (NAT) results. 【Methods】 The results were grouped according to the enzyme-linked immunosorbent assay (ELISA) and NAT minipool test (MP), NAT individual test (ID) and repeated NAT ID test (rID), and categorized into 4 groups as ELISA+ /NAT(ID)+ , ELISA+ /NAT(rID)+ , ELISA-/NAT(ID)+ and ELISA-/NAT(rID)+ . The data were statistically analyzed to explore whether there was a difference in the detection of reactive results by repeated NAT, and the correlation between cycle threshold (Ct) and nucleic acid detection rate for NAT-reactive samples with different ELISA results. The true infection status of blood donors was further analyzed by supplementary tests, including NAT systems and chemiluminescence serological marker assays using other methodologies. 【Results】 A total of 1 691 groups of 766 293 blood donor samples were HBV NAT(MP)+ , of which 1 418 groups(83.86%) were detected with reactive results (1 418 HBV NAT+ , 7 090 NAT-), and there were still 273 groups (16.14%) that remained undetected after repeated testing[a total of 1 638 NAT-, Ct(MP): 39.49±3.62]. Of the HBV NAT+ , 881(62.13%) were ELISA+ /NAT(ID)+ , 19(1.34%) were ELISA+ /NAT(rID)+ , 451(31.81%) were ELISA-/NAT(ID)+ , and 67(4.72%) were ELISA-/NAT(rID)+ . For samples with different ELISA results, difference was found in the detection of HBV by repeated NAT (P<0.05). There was no difference in Ct(ID) values between groups ELISA+ /NAT(rID)+ and ELISA-/ NAT(ID)+ , and groups ELISA+ /NAT(rID)+ and ELISA-/ NAT(rID)+ (P>0.05), but there were significant differences between other groups compared pairwise (P<0.05). Supplementary tests were performed on 228 ELISA-/ NAT(MP)+ (ID)- samples, 56 (24.56%) were reactive by chemiluminescent detection of HBsAg+ and 7 (3.07%) by other NAT systems. Among the remaining 221 NAT- samples/donors (96.93%), 53 (23.98%) HBsAg+ donors were likely to have chronic infection, 40 (18.10%) anti-HBe+ and/or anti-HBc+ donors might have previous infections, and the remaining 128 (57.92%) donors who were non-reactive were NAT (MP) pseudo-reactive, with significant differences in anti-HBs levels \'between groups (P<0.05). 【Conclusion】 Repeated NAT has differential detection of donor samples with different reactivity categories or different serologic results, especially within a certain interval, and repeated NAT for ELISA- samples can significantly improve the detection rate. Ct values can assist in assessing the stability and accuracy of the NAT system. For ELISA-/NAT(MP)+ (ID)- donors, the combination of other highly sensitive assays can reduce the risk of viral residuals and safeguard clinical blood safety.