Identification of disease-specific cell subtypes (DSCSs) has profound implications for understanding disease mechanisms, preoperative diagnosis, and precision therapy. However, achieving unified annotation of DSCSs in heterogeneous single-cell datasets remains a challenge. In this study, we developed the gPRINT algorithm (generalized approach for cell subtype identification with single cell's voicePRINT). Inspired by the principles of speech recognition in noisy environments, gPRINT transforms gene position and gene expression information into voiceprints based on ordered and clustered gene expression phenomena, obtaining unique "gene print" patterns for each cell. Then, we integrated neural networks to mitigate the impact of background noise on cell identity label mapping. We demonstrated the reproducibility of gPRINT across different donors, single-cell sequencing platforms, and disease subtypes, and its utility for automatic cell subtype annotation across datasets. Moreover, gPRINT achieved higher annotation accuracy of 98.37% when externally validated based on the same tissue, surpassing other algorithms. Furthermore, this approach has been applied to fibrosis-associated diseases in multiple tissues throughout the body, as well as to the annotation of fibroblast subtypes in a single tissue, tendon, where fibrosis is prevalent. We successfully achieved automatic prediction of tendinopathy-specific cell subtypes, key targets, and related drugs. In summary, gPRINT provides an automated and unified approach for identifying DSCSs across datasets, facilitating the elucidation of specific cell subtypes under different disease states and providing a powerful tool for exploring therapeutic targets in diseases.
Humans ; Algorithms ; Single-Cell Analysis ; Databases, Genetic ; Molecular Sequence Annotation

Objective:To discuss the expression of tripartite motif-containing protein 24(TRIM24)in the clear cell renal cell carcinoma(ccRCC)tissue,and to clarify its relationships with the clinicopathological features and prognosis of the ccRCC patients.Methods:The cancer and paracancer normal tissues were collected from 90 ccRCC patients who had not undergone preoperative radiotherapy or chemotherapy.Tissue microarray and immunohistochemistry were used to detect the expression levels of TRIM24 protein in ccRCC tissue.The differences in TRIM24 protein expression between ccRCC and paracancer normal tissues were analyzed.The score of TRIM24 protein expression and the average value were calculated,and based on the average value,the patients were classified into TRIM24 protein low-expression and TRIM24 protein high-expression groups.The associations between the TRIM24 protein expression and different clinicopathological features of the patients were analyzed,and the relationship between the TRIM24 protein expression and the prognosis of the patients was analyzed.Results:The immunohistochemistry results showed that the TRIM24 protein was expressed in both the nucleus and cytoplasm of the ccRCC tumor cells,and there were significant differences in the TRIM24 protein expression level in ccRCC tissue when compared with paracancer normal tissue(P＜0.05).The TRIM24 protein expression in the nucleus of ccRCC tissue was associated with the patient's age,gender,and tumor size(P＜0.05).The Kaplan-Meier survival analysis results showed that the overall survivals of the patients with high TRIM24 protein expression in the cytoplasm of ccRCC tissue,older age,and higher pathological grade were shorter than those with low TRIM24 protein expression,younger age,and lower pathological grade(P＜0.05).The multivariate Cox regression analysis results showed that the prognosis of the patients with high TRIM24 protein expression in the cytoplasm and higher pathological grade were poorer compared with the patients with low TRIM24 protein expression and lower pathological grade(P＜0.05).Conclusion:The ccRCC patients with high TRIM24 expression in the cytoplasm of ccRCC tumor tissue and higher pathological grade have the lower postoperative survival rates and poorer prognosis.

Objective To explore the application effect of a BOPPPS-based blended teaching model in adult nursing course.Methods A total of 188 undergraduate nursing students from the school of Nursing,Kunming Medical university,in the class of 2021 were enrolled as research subjects and grouped by classes(97 students in the control group and 91 students in the experimental group).During the teaching process,the control group and the experimental group respectively adopted the traditional teaching model and the blended teaching model based on BOPPPS.The teaching effect was evaluated through the pre-assessment and post-assessment theoretical scores,learning engagement,independent learning ability and teacher quality of the two groups of students.Results The differences between the pre-assessment and post-assessment theoretical scores of the two groups were statistically significant,and the scores of the experimental group were 86.80(78.73,94.09),which were higher than those of the control group 79.45(69.39,87.97)(P<0.05).There were also statistically significant differences in the scores of learning engagement and independent learning ability between the two groups after teaching(P<0.05).Conclusion The blended teaching model based on BOPPPS used in the teaching of adult nursing for undergraduate nursing students can effectively improve the teaching effect,which is conducive to improving their learning engagement and stimulating students'learning autonomy.

Objective To analyze the factors related to early allograft dysfunction(EAD)after liver transplantation and to construct a predictive model.Methods A total of 375 patients who underwent liver transplantation in our hospital from December 2008 to December 2021 were collected,including 90 patients with EAD and 266 patients without EAD.Thirty items of baseline data for the 2 groups were compared and analyzed.Aftergrouping in a ratio of 7∶3,univariate and multivariate logistic regression analyses were used in the training set to evaluate the factors related to EAD and construct a nomogram.Receiver operating characteristic(ROC)curve,decision curve analysis(DCA),sensitivity,specificity,positive predictive value,negative predictive value,Kappa value and other indicators were used to evaluate the model performance.Results The incidence of EAD after liver transplantation was 24%.Multivariate logistic regression analysis showed that preoperative tumor recurrence history(OR=3.15,95%CI:1.28～7.77,P=0.013)and operation time(OR=1.22,95%CI:1.04～1.42,P=0.015)were related to the occurrence of EAD after surgery.After predicting the outcome according to the cut-off point of 0.519 identified by the Youden index,the model performance in the both training set and validation set was acceptable.DCA suggested the model has good clinical applicability.Conclusion The risk factors for EAD after liver transplantation are preoperative tumor recurrence history and operation time,and the established model has predictive effect on prognosis.

To explore screening tools for children with autism spectrum disorder (ASD), which are convenient for primary hospitals, it can provide basic data for formulating ASD prevention policies. This was a cross-sectional study by cluster sampling. Huyi District and Xincheng District were extracted for investigation in Xi′an City. From July 2021 to September 2022, all children aged from 3 months to 36 months who live in the two districts were subjected to primary screening. The child care physician used the routine screening tool "warning signs checklist for screening psychological, behavioral and developmental problems of children" and cartoon pictures of "early high-risk warning signs of autism", the children who were positive in the initial screening were referred to the district level maternal and child health hospital for re-screening, and those who were positive in the re-screening were referred to Xi ′an Children′s Hospital for diagnosis. The results showed that a total of 17 905 children aged from 3 months to 36 months were initially screened in the two districts, including 10 588 children aged from 18 months to 36 months, 50 children who were positive in the initial screening and 50 children who were re-screened. 23 children (18 boys and 5 girls) were diagnosed with ASD. The prevalence rate of ASD in children was 2.17‰ (95% confidence interval:1.29‰-3.06‰). 42 children were positive for "warning signs checklist" at the preliminary screening, and 19 were confirmed as ASD. 27 children were positive for "cartoon pictures" in the preliminary screening, and 23 were confirmed with ASD. The "cartoon pictures" in the preliminary screening and diagnosis of consistent rate was higher than the "warning signs checklist", two kinds of screening methods comparison were statistically significant difference in the odds of consistent (χ 2=11.01, P=0.001). In conclusion, relying on the three-level network of maternal and child health care, it is conducive to the whole process management of screening and diagnosis of children with ASD, and to guide the formulation of prevention policies. The cartoon pictures of "early high-risk warning signs of autism" can assist the identification of children with ASD based on the "warning signs checklist", which is simple, effective and suitable for promotion in the community health care.

ObjectiveTo investigate and analyze the public health status of escape room-style venues in Yangpu District， Shanghai. MethodsReferring to the hygiene standards and testing methods for public places， an investigation of the current situation and environmental monitoring were conducted in 15 escape room-style venues in Yangpu District， which involved exploring the changes in physical， chemical， and microbial indicators before and after the game. ResultsThe hygiene condition of escape room-style venues in Yangpu District was generally good， with all 19 monitoring indicators not exceeding the indoor standards. The indoor carbon dioxide （CO₂） and formaldehyde concentrations increased significantly after the game but did not exceed the standards. ConclusionThe hygiene condition of escape room-style venues in Yangpu District is good. However， potential public health risks were identified in four aspects： site selection and design， length of the game， cross-contamination， and training and management.

Background Sleep disturbances in children and adolescents have become a global public health concern,with pronounced issues in the Western China.Despite this,research on the prevalence of insomnia and its influencing factors among children and adolescents in Chongqing is still lacking.Objective To understand the prevalence of insomnia and analyze its influencing factors among children and adolescents in Chongqing,so as to provide references for clinical interventions and preventive strategies of insomnia.Methods A stratified random sampling method was used to select 9 969 children and adolescents in Chongqing from November to December 2021.Insomnia Severity Index(ISI)and a self-designed questionnaire on awareness of core mental health knowledge were administered.Binary Logistic regression analysis was used to identify the influencing factors of insomnia in this population.Results A total of 3 578 children and adolescents(35.89％)were found to have insomnia symptoms.There were statistically significant differences in the detection of insomnia symptoms among gender,ethnicity,education level,domicile,only-child status,parental education level,introversion/extroversion,parental relationship,average monthly per capita income,family history of mental illness,medical insurance coverage,living situation and understanding of mental health knowledge(P<0.05 or 0.01).Binary Logistic regression analysis identified several risk factors for insomnia,including female gender(OR=1.301,95％CI:1.192～1.419),ethnic minority status(OR=1.163,95％CI:1.015～1.333),junior high school for education level(OR=1.985,95％CI:1.774～2.220),senior high school for education level(OR=3.085,95％CI:2.749～3.462),non-only-child status(OR=1.127,95％CI:1.013～1.253),degree of harmony between parents is not high or not harmonious[(OR=1.846,95％CI:1.669～2.041 for relatively harmonious;OR=2.524,95％CI:2.214～2.877 for generally harmonious;OR=2.452,95％CI:1.999～3.007 for not very harmonious;OR=2.926,95％CI:2.307～3.710 for very discordant)]and incomplete medical insurance coverage(OR=1.218,95％CI:1.093～1.358).Protective factors included an extroverted personality(OR=0.838,95％CI:0.766～0.917),absence of family history of mental illness(OR=0.719,95％CI:0.549～0.941),junior high school for mother's education level(OR=0.822,95％CI:0.734～0.920),senior high school or secondary specialized school for mother's education level(OR=0.862,95％CI:0.752～0.988),college and above for mother's education level(OR=0.748,95％CI:0.633～0.884)and knowledge of mental health(OR=0.854,95％CI:0.778～0.937).Conclusion The problem of insomnia among children and adolescents in Chongqing is quite serious.Risk factors for insomnia include female gender,ethnic minority status,higher education levels,being a non-only child,poor family relationships and incomplete medical insurance.Conversely,an extroverted personality,absence of family history of mental illness,higher maternal education and knowledge of mental health serve as protective factors against insomnia.

Objective To investigate the risk factors for pulmonary embolism (PE)in patients with acute spinal cord injury (ASCI).Methods A case-control design was adopted in this study.Basic information,injury cause,injury site,imaging and laboratory examination results and other relevant data of 840 ASCI patients admitted to 3 affiliated hospitals of Army Medical University from January 2018 to August 2023 were collected.According to occurrence of PE or not,these patients were divided a PE group (n=83) and a non-PE group (n=757).Univariate analysis was performed on 37 risk factors including gender,age,length of hospital stay,length of intensive care unit (ICU)stay,cause of injury,and so on,and then multivariate logistic regression analysis was applied to analyze these selected significant variables.Results Univariate analysis showed that 24 factors such as age,length of hospital stay,lower limb fracture,pulmonary contusion and infection,shock and number of operations were related to the occurrence of PE in ASCI patients (P<0.05).Binary logistic regression analysis indicated that age (P=0.000,OR=1.957,95％CI:1.532～2.499),length of ICU stay (P=0.000,OR=2.561,95％CI:1.728～3.794),number of operations (P=0.015,OR=1.814,95％CI:1.124～2.927),spinal fixation (P=0.004,OR=0.370,95％CI:0.189～0.724),restrictive position (P=0.000,OR=21.269,95％CI:5.276～85.740),platelet count (P=0.000,OR=1.553,95％CI:1.236～1.951),D-dimer level (P=0.000,OR=1.600,95％CI:1.376～1.860)and prothrombin time (P=0.025,OR=2.756,95％CI:1.138～6.670)were independent risk factors for PE in the patients.Conclusion The mortality of the ASCI patients with PE is significantly higher than those without.Age,length of ICU stay,number of operations,spinal fixation,restrictive position,platelet count,D-dimer level and prothrombin time are closely associated with PE in ASCI patients.

Venous adventitial cystic disease(VACD)is a rare vascular disease which often manifests as unilateral limb swelling,and so misdiagnosed as other diseases such as deep vein thrombosis.Color Doppler ultrasound,CT angiography and magnetic resonance imaging play a crucial role in the diagnosis of VACD.Surgical treatment is the main method for VACD,including cyst incision,cyst wall resection,cyst puncture,aspiration and cyst and vessel resection.The recurrence rate of VACD is relatively high,ranging from 20%to 83%.Enhancing the understanding of VACD,making accurate diagnoses and appropriate surgical operation are of great significance for improving treat-ment outcomes and reducing the recurrence rate.

Electrical impedance tomography(EIT)estimates the spatial distribution of tissue electrical properties by measuring the transfer impedance between surface electrodes.which has shown great potential in medical imaging,especially in the evaluation of brain injury patients.This review introduces the application of EIT in the evaluation of brain injury patients,including diagnosis and monitoring of stroke,cerebral edema,and epileptic foci.In stroke research,consecutive and real-time EIT monitoring may support early diagnosis of intracranial lesions,identification of stroke types,and improvement of prognosis.For cerebral edema,EIT can monitor intracranial pres-sure in real-time and evaluate the effectiveness of dehydration treatment.EIT is used for lesion localization and sei-zure monitoring.The review also summarizes the existing problems of EIT and technical challenges that may orient future research as well as clinical application.