OBJECTIVE: To propose a new protocol for personalized mandibular reconstruction assisted by three-dimensional (3D) retrieval model based on fully connected neural network (FCNN) and a database of mandibles, and to verify clinical feasibility of the protocol. METHODS: A database of mandibles of 300 normal northern Chinese Han people was established. On the basis of cephalometry, the mandible landmarks with good stability were further screened. Mandibular landmarks were selected and geometric features of the mandible were extracted. A 3D retrieval algorithm was developed, which could retrieve the mandible most similar to a given mandible from the database. A FCNN was built to train the algorithm to improve accuracy of the 3D retrieval model. Using Geomagic Control 2014 software, matching accuracy of the 3D retrieval model was based on aforementioned mandible database and algorithm. From December 2019 to March 2021, a total of 5 patients underwent personalized mandibular reconstruction assisted by a 3D retrieval model based on mandible database and FCNN in the Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology. The most similar mandible was retrieved from mandible database through 3D retrieval algorithm. It was used to restore the premorbid morphology of defect area and guide mandibular reconstruction. For the 5 patients, mandible was reconstructed with iliac flap. Virtual surgical plan was transformed using individual surgical guides. RESULTS: Through screening, mandibular landmarks with high reproducibility and stability were identified and composed of mandibular landmarker protocols. After training, the average deviation between most similar mandible retrieved from the 300-case mandible database through 3D retrieval model based on FCNN and given mandible was (1.77±0.44) mm. And the root-mean-square deviation between the most similar mandible retrieved from the database and given mandible was (2.58±0.86) mm. The mandibular reconstruction surgery was successful in all the 5 patients. Their facial symmetry and occlusion were restored. All the patients were satisfied with postoperative appearance. The mean deviation between postoperative mandible and preoperative design was (0.98±0.17) mm. The area with a deviation ≤1 mm accounted for 61.34%±14. 13%, ≤2 mm accounted for 83.82%±7.35%, and ≤3 mm accounted for 93.94%± 2.87%. CONCLUSION The personalized mandibular reconstruction assisted by 3D retrieval model based on the 300-case mandible database and FCNN is feasible clinically.
Humans ; Neural Networks, Computer ; Mandibular Reconstruction/methods* ; Mandible/diagnostic imaging* ; Imaging, Three-Dimensional/methods* ; Adult ; Databases, Factual ; Female ; Male ; Algorithms ; Middle Aged ; Cephalometry

Objective:To investigate the diagnostic potential of serum Dickkopf-related protein 3(Dkk3)as a novel biomarker for sarcopenia in an elderly Chinese population by examining its correlation with muscle mass, muscle strength, and physical function.Methods:The study included elderly individuals aged ≥60 years from the Health Examination Center of Jiangsu Provincial Hospital between 2021 and 2022, who had independent mobility and were free from acute diseases.Fat and muscle mass were measured using Dual-energy X-ray Absorptiometry(DXA). Grip strength and chair stand test times were employed to assess upper and lower limb muscle strength, respectively.Physical function was evaluated using the Short Physical Performance Battery(SPPB). Serum Dkk3 concentration was measured using a human Dkk3 enzyme-linked immunosorbent assay(ELISA)kit.Results:A total of 108 elderly participants(83 males)were included in the study, with an age range of 60 to 97 years(mean age: 70.6±10.8). Serum Dkk3 concentration was found to be negatively correlated with the skeletal muscle mass index(SMI)( R=-0.292, P=0.002), lower limb muscle mass( R=-0.320, P<0.001), upper limb muscle mass( R=-0.222, P=0.020), and hip muscle mass( R=-0.261, P=0.006). Functional assessments revealed negative correlations with grip strength( R=-0.204, P=0.035), 4-meter walking speed( R=-0.195, P=0.043), the three-position balance test( R=-0.245, P=0.011), and the SPPB score( R=-0.196, P=0.043). Regression analysis indicated that, after adjusting for age, sex, body mass index(BMI), and comorbidities, Dkk3 remained negatively associated with lower limb muscle mass( β=-0.197, P=0.012), hip muscle mass( β=-0.156, P=0.029), and the SPPB score( β=-0.001, P=0.013). The sarcopenia group exhibited a 55.6% higher serum Dkk3 level compared to the control group(76.68±37.62 ng/ml vs.49.27±25.88 ng/ml, P<0.001). Receiver Operating Characteristic(ROC)curve analysis determined the optimal diagnostic threshold to be 80.08 ng/ml, with an area under the curve of 0.726, a sensitivity of 41.98%, and a specificity of 96.30% for detecting sarcopenia. Conclusions:Serum Dkk3 is closely associated with reduced muscle mass in the lower limbs and hips, as well as a decline in physical function, in elderly individuals with sarcopenia.Given its cost-effectiveness and clinical utility, serum Dkk3 shows potential as a meaningful biomarker for diagnosing sarcopenia in the elderly.

Objective To explore the roles of transfer RNA-derived small RNAs(tsRNAs)in the oncogenesis and progression of lung adenocarcinoma by analyzing the differential expression of tsRNAs in lung adenocarcinoma and the relationship between the expression levels of tsRNAs in lung adenocarcinoma and the prognosis of patients in order to further screen and validate the tsRNAs associated with lung adenocarcinoma.Methods The differential expression of tsRNAs between lung adenocarcinoma tissues and normal tissues was analyzed based on the database of the Computational Medicine Center.The effects of tsRNAs expression levels on the prognosis of lung adenocarcinoma patients were analyzed based on the Cancer Genome Atlas(TCGA)database(TCGA-LUAD).The target genes were predicted based on TRFtarget2.0 and tRFTar databases.Gene ontology(GO)enrichment analysis and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway analysis were performed based on DAVID and KOBA KEGG online websites.The expression levels of target genes in lung adenocarcinoma tissues and normal tissues were analyzed based on the University of ALabama at Birmingham CANcer data analysis Portal(UALCAN)database.In vitro cell proliferation,migration,and invasion assays were performed to investigate the biological functions of tRF-19-69M8LOJX in lung adenocarcinoma cells.Results Compared with the normal tissues,tRF-19-69M8LOJX was up-regulated in lung adenocarcinoma tissues(log2FC=4.28,FDR＜0.05).High expression level of tRF-19-69M8LOJX was associated with shorter progression-free survival(HR=1.565,95％CI=1.142-2.145,P=0.005).And its overexpression promoted cell proliferation and migration(P＜0.001),and invasion(P=0.009)of A549 cells,and up-regulated COL1A1(P=0.002)and VCAN(P=0.022)significantly in the tRF-19-69M8LOJX overexpression cell model.Conclusion tRF-19-69M8LOJX is up-regulated in lung adenocarcinoma tissues.And its high expression is closely associated with poor prognosis.The tsRNA may play an important role in the pathogenesis and development of lung adenocarcinoma.

Objective To explore the clinical significance of miR-423-5p in ischemic stroke and its effects on SH-SY5Y cell apoptosis along with the underlying mechanisms.Methods Plasma samples were collected from three stroke-prone patients who subsequently developed acute ischemic stroke(AIS)within 24 hours.High-throughput sequencing was used to identify miR-423-5p as a key target.Venous blood samples were collected from 46 AIS pa-tients within 24 hours of onset and from 46 matched control cases.RT-qPCR was performed to measure the plasma expression of miR-423-5p in both groups.The diagnostic value of miR-423-5p for AIS was evaluated using receiver operating characteristic(ROC)curve.After overexpression and knockdown of miR-423-5p in SH-SY5Y cells,flow cytometry was performed to detect apoptosis in each group to analyze the potential relationship between miR-423-5p and SH-SY5Y cell apoptosis.Western blot was used to measure changes in the expression level of the ap-optotic protein cleaved caspase-3 and the anti-apoptotic proteins Bcl-2 and Bcl-xL.Results The expression of miR-423-5p in 3 AIS patients showed significant difference before and after onset.Plasma miR-423-5p expression was significantly elevated in AIS patients versus controls(P＜0.001).ROC analysis indicated its strong diagnostic potential for AIS.Overexpression of miR-423-5p increased the apoptosis rate and cleaved caspase-3 ex-pression of SH-SY5Y cells after OGD/R,and decreased the expression of Bcl-2 and Bcl-xL,while knocking down miR-423-5p had the opposite effect.Conclusions The expression of miR-423-5p is upregulated in the plasma of patients with ischemic stroke compared to healthy controls.Furthermore,miR-423-5p promotes OGD/R-induced apoptosis in SH-SY5Y cells by increasing the level of cleaved caspase-3 and suppressing the expression of Bcl-2 and Bcl-xL.

Objective To develop a professional competency-oriented higher education curriculum system for college students with disabilities based on rehabilitation competency framework(RCF)and International Classification of Functioning,Disability and Health(ICF).Methods A framework for a professional competency-oriented higher education curriculum system for college students with disabilities was developed following the principles of systematic curriculum design.The curriculum design was student-centered and adhered to principles such as inclusive education,competency-based learning,lifelong career development and collaborative cooperation.It emphasized the application of digital empowerment technol-ogies,accessibility technologies and assistive technologies.Results The curriculum system framework comprised six core curriculum domains,including knowledge,skills,profes-sional mindset and values,management and leadership,professionalism and behavior,functional adaptation and digital empowerment,as well as accessibility and assistive technology applications.The curriculum modules were structured into four stages,including adaptation and functional enhancement,career exploration and founda-tional skill development,professional skill enhancement and workplace practice,and employment guidance and follow-up services.This curriculum system systematically enhanced the professional knowledge,skills and com-petencies of college students with disabilities,integrating digital empowerment strategies to support their career development.Conclusion The competency-oriented higher education curriculum system constructed based on RCF and ICF provides a theoretical framework and practical pathway for improving the professional competency and lifelong career de-velopment of college students with disabilities.

Objective To develop a professional competency-oriented higher education curriculum system for college students with disabilities based on rehabilitation competency framework(RCF)and International Classification of Functioning,Disability and Health(ICF).Methods A framework for a professional competency-oriented higher education curriculum system for college students with disabilities was developed following the principles of systematic curriculum design.The curriculum design was student-centered and adhered to principles such as inclusive education,competency-based learning,lifelong career development and collaborative cooperation.It emphasized the application of digital empowerment technol-ogies,accessibility technologies and assistive technologies.Results The curriculum system framework comprised six core curriculum domains,including knowledge,skills,profes-sional mindset and values,management and leadership,professionalism and behavior,functional adaptation and digital empowerment,as well as accessibility and assistive technology applications.The curriculum modules were structured into four stages,including adaptation and functional enhancement,career exploration and founda-tional skill development,professional skill enhancement and workplace practice,and employment guidance and follow-up services.This curriculum system systematically enhanced the professional knowledge,skills and com-petencies of college students with disabilities,integrating digital empowerment strategies to support their career development.Conclusion The competency-oriented higher education curriculum system constructed based on RCF and ICF provides a theoretical framework and practical pathway for improving the professional competency and lifelong career de-velopment of college students with disabilities.

Objective:To investigate the diagnostic potential of serum Dickkopf-related protein 3(Dkk3)as a novel biomarker for sarcopenia in an elderly Chinese population by examining its correlation with muscle mass, muscle strength, and physical function.Methods:The study included elderly individuals aged ≥60 years from the Health Examination Center of Jiangsu Provincial Hospital between 2021 and 2022, who had independent mobility and were free from acute diseases.Fat and muscle mass were measured using Dual-energy X-ray Absorptiometry(DXA). Grip strength and chair stand test times were employed to assess upper and lower limb muscle strength, respectively.Physical function was evaluated using the Short Physical Performance Battery(SPPB). Serum Dkk3 concentration was measured using a human Dkk3 enzyme-linked immunosorbent assay(ELISA)kit.Results:A total of 108 elderly participants(83 males)were included in the study, with an age range of 60 to 97 years(mean age: 70.6±10.8). Serum Dkk3 concentration was found to be negatively correlated with the skeletal muscle mass index(SMI)( R=-0.292, P=0.002), lower limb muscle mass( R=-0.320, P<0.001), upper limb muscle mass( R=-0.222, P=0.020), and hip muscle mass( R=-0.261, P=0.006). Functional assessments revealed negative correlations with grip strength( R=-0.204, P=0.035), 4-meter walking speed( R=-0.195, P=0.043), the three-position balance test( R=-0.245, P=0.011), and the SPPB score( R=-0.196, P=0.043). Regression analysis indicated that, after adjusting for age, sex, body mass index(BMI), and comorbidities, Dkk3 remained negatively associated with lower limb muscle mass( β=-0.197, P=0.012), hip muscle mass( β=-0.156, P=0.029), and the SPPB score( β=-0.001, P=0.013). The sarcopenia group exhibited a 55.6% higher serum Dkk3 level compared to the control group(76.68±37.62 ng/ml vs.49.27±25.88 ng/ml, P<0.001). Receiver Operating Characteristic(ROC)curve analysis determined the optimal diagnostic threshold to be 80.08 ng/ml, with an area under the curve of 0.726, a sensitivity of 41.98%, and a specificity of 96.30% for detecting sarcopenia. Conclusions:Serum Dkk3 is closely associated with reduced muscle mass in the lower limbs and hips, as well as a decline in physical function, in elderly individuals with sarcopenia.Given its cost-effectiveness and clinical utility, serum Dkk3 shows potential as a meaningful biomarker for diagnosing sarcopenia in the elderly.

Objective:To evaluate the clinical outcomes and define the indications for a one-stage mandibular reconstruction technique that combines iliac bone flaps with immediate implant-based den-tures,and to assess both the accuracy of surgical planning and the long-term success of the procedure.Methods:A total of ten patients underwent the procedure at Peking University Hospital of Stomatology between June 2020 and August 2023.The preoperative biopsy pathology of all the patients confirmed a benign tumor.In this technique,iliac bone flaps were used for mandibular reconstruction,and immediate implant-based dentures were placed during the same surgical session.Various outcome measures were evaluated,including the accuracy of the surgical reconstruction,implant placement deviations(entry point,apical point,depth,and angle),and long-term outcomes,such as cervical bone resorption,im-plant survival,and the cumulative survival rate.Results:Thirty-eight implants were successfully inserted into the iliac flaps of the ten patients.The median follow-up duration was 23.5 months,and no signifi-cant complications occurred during the follow-up period,such as infections,titanium plate exposure,im-plant loosening,or damage to the implants and dentures.The accuracy of preoperative virtual surgical planning(VSP)was highly reliable.The repeatability of the VSP model compared to the postoperative reconstructed mandible was as follows:67.82％±10.16％within 1 mm,82.14％±6.58％within 2 mm,and 90.61％±4.62％within 3 mm.The average maximum deviation from the plan was(6.10±0.89)mm,with an average overall deviation of(1.14±0.31)mm.For the implants,deviations in critical pa-rameters were as follows:entry point deviation was(2.02±0.58)mm,apical point deviation was(2.25±0.66)mm,depth deviation was(1.26±0.51)mm,and angular deviation was 1.84°±1.10°.The im-plant survival rate remained 100％during the follow-up,with a cumulative survival rate of 97.37％from 1 to 4 years.Average cervical bone resorption was 0.94 mm.Conclusion:The combination of iliac bone flaps with immediate implant-based dentures for one-stage mandibular reconstruction demonstrated pro-mising clinical outcomes,including high implant survival and minimal complications.This technique proved to be safe and reliable for mandibular reconstruction.However,further studies with larger sample sizes and longer follow-up periods are necessary to confirm the long-term efficacy and optimal indications for this procedure.

A comprehensive understanding of the nutritional composition and active components of human milk are important for promoting infant health. However, in the design and implementation of scientific research on human milk, the lack of standardized research and implementation methods have led to the collection, storage, and testing processes of human milk samples being largely based on reference literature and practical experience. This has resulted in variability in the representativeness of human milk samples and differences in the comparability of research results between different studies. This article summarizes the principles and guidelines for the " Specification for collection and storage of human milk samples for research", published by the Chinese Nutrition Society on December 30, 2022, and discusses the feasibility and importance of standardized management in the process of scientific research on human milk.

Objective:To understand the epidemiological and spatial distribution characteristics of scrub typhus in Henan Province, and to identify its epidemic trends in order to provide a basis for developing prevention and control measures.Methods:Data of reported cases with scrub typhus from January 2006 to December 2022 in Henan Province were collected from the Chinese disease control and prevention information system subsystem infectious disease monitoring system. Descriptive epidemiological methods were used to statistically analyze the distribution of cases by time, region, and population distributions. Spatial clustering analysis was conducted at the county level. Statistical analysis was performed using the chi-square test.Results:A total of 1 580 cases of scrub typhus were reported in Henan Province. The incidence of the disease showed obvious seasonality, with peaks in October and November, during which a cumulative total of 1 409 cases were reported, accounting for 89.18% of all cases. There were 682 male cases and 898 female cases, with a lower incidence rate in males (1.37 per 100 000 population) compared to females (1.81 per 100 000 population), the difference was statistically significant ( χ2=30.84, P<0.001). The majority of cases were individuals aged 40 years and above, accounting for 84.75% (1 339/1 580) of all cases. The incidence rates among age groups (0 to 19 years, 20 to 39 years, 40 to 59 years, and ≥60 years) were statistically significant different ( χ2=1 114.44, P<0.001). Among the top 10 counties with the highest cumulative reported cases, six were in Zhumadian City. Global spatial autocorrelation analysis from 2014 and 2016 to 2022 showed that the global Moran′s I were all >0, Z values were all >1.96, and P values were all <0.001, indicating a clustered distribution of scrub typhus at the county level in Henan Province. Conclusions:From 2006 to 2022, scrub typhus in Henan Province exhibits a significant spatiotemporal clustering, predominantly affecting individuals aged 40 and above. Targeted prevention and control measures should be implemented in high-incidence areas.