ObjectiveTo investigate the imaging features of calcium salt deposition and serological markers in patients with alveolar echinococcosis through a retrospective analysis， as well as independent risk factors for the degree of calcium salt deposition in lesions， and to provide a basis for assessing disease process. MethodsA retrospective analysis was performed for the imaging and clinical data of 107 patients with alveolar echinococcosis who were admitted to The First Affiliated Hospital of Shihezi University from December 2023 to June 2025， and according to the volume of calcium salt deposition， they were divided into non-deposition group with 16 patients， mild deposition group with 52 patients， moderate deposition group with 16 patients， and severe deposition group with 23 patients. A one-way analysis of variance or the Kruskal-Wallis H test was used for comparison of continuous data between groups， and the χ² test or Fisher’s exact test was used for comparison of categorical data between groups. The four groups were further combined into the low deposition group （no/mild deposition） and the high deposition group （moderate/severe deposition）. A binary logistic regression analysis was used to investigate the independent influencing factors for calcium salt deposition， and a predictive model was established. The receiver operating characteristic （ROC） curve was used to assess the predictive performance of the model， and the Bootstrap method was used for internal validation. ResultsThere were significant differences between the four groups in sex distribution， involvement of other sites， white blood cell count， lymphocyte percentage， fibrinogen， uric acid， sodium ion， chloride ion， and calcium ion （all P<0.05）. The univariate analysis showed that there were significant differences between the four groups in sex， involvement of other sites， white blood cell count， lymphocyte percentage， fibrinogen， alanine aminotransferase， albumin， creatinine， uric acid， sodium ion， chloride ion， and calcium ion （all P<0.1）. The multi-collinearity diagnosis showed that the VIF values for all continuous variables ranged from 1.104 to 1.760， suggesting that collinearity did not affect modeling. An ordinal logistic regression model was established based on sex， involvement of other sites， calcium ion， lymphocyte percentage， and uric acid. The multivariate analysis showed that lymphocyte percentage （odds ratio ［OR］=1.106， 95% confidence interval ［CI］： 1.041 — 1.174， P=0.001） and blood calcium level （OR=0.005， 95%CI： 0.000 —0.230， P=0.007） were independent influencing factors for the degree of calcium salt deposition. The regression equation was established as Logit（P）=8.231 + 0.100 × lymphocyte percentage -5.344 × calcium ion. The ROC curve analysis showed that the model had an area under the ROC curve of 0.716， with a Youden index of 0.353， a sensitivity of 1.000， and a specificity of 0.353. The Hosmer-Lemeshow test showed that the model had poor calibration （χ²=20.688， P=0.008）. The Bootstrap method with 1000 repeated samples showed that the estimated values of lymphocyte percentage （OR=1.106， 95%CI： 1.049 — 1.186， P=0.002） and calcium ion （OR=0.005， 95%CI： 0.000 — 0.214， P=0.010） were consistent with the original model， and the confidence intervals did not include 1， which further supported the reliability of the model. ConclusionBoth lymphocyte percentage and blood calcium level are independent influencing factors for calcium salt deposition in alveolar echinococcosis， and the degree of calcium salt deposition in alveolar echinococcosis lesions increases with the reduction in blood calcium level and the increase in lymphocyte percentage.

BACKGROUND:In recent years,deep learning technologies have been increasingly applied in the field of oral medicine,enhancing the efficiency and accuracy of oral imaging analysis and promoting the rapid development of intelligent oral medicine. OBJECTIVE:To elaborate the current research status,advantages,and limitations of deep learning based on oral imaging in the diagnosis and treatment decision-making of oral diseases,as well as future prospects,exploring new directions for the transformation of oral medicine under the backdrop of deep learning technology. METHODS:PubMed was searched for literature related to deep learning in oral medical imaging published from January 2017 to January 2024 with the search terms"deep learning,artificial intelligence,stomatology,oral medical imaging."According to the inclusion criteria,80 papers were finally included for review. RESULTS AND CONCLUSION:(1)Classic deep learning models include artificial neural networks,convolutional neural networks,recurrent neural networks,and generative adversarial networks.Scholars have used these models in competitive or cooperative forms to achieve more efficient interpretation of oral medical images.(2)In the field of oral medicine,the diagnosis of diseases and the formulation of treatment plans largely depend on the interpretation of medical imaging data.Deep learning technology,with its strong image processing capabilities,aids in the diagnosis of diseases such as dental caries,periapical periodontitis,vertical root fractures,periodontal disease,and jaw cysts,as well as preoperative assessments for procedures such as third molar extraction and cervical lymph node dissection,helping clinicians improve the accuracy and efficiency of decision-making.(3)Although deep learning is promising as an important auxiliary tool for the diagnosis and treatment of oral diseases,it still has certain limitations in model technology,safety ethics,and legal regulation.Future research should focus on demonstrating the scalability,robustness,and clinical practicality of deep learning,and finding the best way to integrate automated deep learning decision support systems into routine clinical workflows.

OBJECTIVE: To review the research progress on the lower limb biomechanical characteristics of patients with discoid lateral meniscus (DLM) injury after surgery. METHODS: By searching relevant domestic and international research literature on DLM, the postoperative characteristics of knee joint movement biomechanics, tibiofemoral joint stress distribution, lower extremity force line, and patellofemoral joint changes in patients with DLM injury were summarized. RESULTS: Surgical treatment can lead to varying degrees of changes in the lower limb biomechanical characteristics of patients with DLM injury. Specifically, the kinematic biomechanics of the knee joint can significantly improve, but there are still problems such as extension deficits in the affected knee joint. The peak stress of the tibiofemoral joint decreases with the increase of the residual meniscus volume, and the degree of change is closely related to the residual meniscus volume. Preserving a larger volume of the meniscus, especially the anterior horn volume, helps to reduce stress concentration. The lower extremity force line will deviate outward after surgery, and the more meniscus is removed during surgery, the greater the change in the lower extremity force line after surgery. There are conditions such as cartilage degeneration, position and angle changes in the patellofemoral joint after surgery. CONCLUSION The changes in the lower limb biomechanical characteristics after DLM injury are closely related to the choice of surgical methods and rehabilitation programs. However, the mechanisms of biomechanical changes in multiple lower limb joints and individual differences still need to be further studied and clarified.
Humans ; Biomechanical Phenomena ; Tibial Meniscus Injuries/physiopathology* ; Menisci, Tibial/physiopathology* ; Knee Joint/surgery* ; Lower Extremity/physiopathology* ; Patellofemoral Joint/physiopathology* ; Range of Motion, Articular ; Knee Injuries/physiopathology*

This study was aimed at investigating the effectiveness of various host nucleic acid removal and non-specific amplifica-tion techniques in animal tissue samples,to increase the accuracy of pathogen identification in tissue samples.Simulated samples were prepared with a mixture of mouse lung tissue homogenates and Klebsiella pneumoniae fluids,and processed with six host nucleic acid removal kits and three non-specific amplification techniques.The effectiveness of each method in removing host DNA and enriching nucleic acids of pathogenic microorganisms was evaluated through real-time fluorescence quantitative PCR and high-throughput se-quencing.For host nucleic acid removal techniques,the method of selective cleavage and quantitative degradation of host DNA(Com-plete5 kit)effectively decreased the host nucleic acid content in tissue samples and increased the relative abundance of pathogen nucleic acids.In contrast,the magnetic bead method for host DNA removal(Next microbiome DNA enrichment Kit kit)was less effec-tive.At lower pathogen concentrations(77 CFU/mL),the Vazyme kit was more effective than the other kits in removing host nucleic acids.Non-specific amplification techniques(MALBAC whole genome amplification,MDA isothermal amplification,and random primer amplification)were not applicable to tissue samples and were not effective in increasing the relative abundance of pathogen nucleic acids.Selective lysis and quantitative degradation of host DNA were suitable for processing tissue samples with high host back-ground and low pathogenic microorganism levels,whereas non-specific amplification methods were not applicable to tissue samples for pre-processing of macro-genome high-throughput sequencing.

Objective:To analyze the epidemiological information of oral leukoplakia and explore the relationship between clinical characteristics and different degrees of epithelial dysplasia.Methods:A total of 430 patients with oral leukoplakia confirmed by pathology in the Department of Oral Medicine, Shanghai Ninth People′s Hospital, Shanghai Jiao Tong University School of Medicine from February 2013 to May 2021 were enrolled. Epidemiological information was recorded, and univariate and multivariate Logistic regression analysis were performed on age, gender, smoking, drinking, lesion size, lesion site and lesion type to evaluate the correlation between the risk factors and the degree of epithelial dysplasia in oral leukoplakia.Results:A total of 430 valid samples were included in this study, among which 23 patients were diagnosed with oral leukoplakia with concurrent cancer. The age of all patients was (52.9±12.9) years (22-85 years); 213 were male and 217 were female. One hundred and seventy-six cases (40.9%) had lesions on the lateral and ventral tongue, and 254 cases (59.1%) had lesions in other locations. Three hundred and two cases (70.2%) had homogeneous lesions, and 128 cases (29.8%) had heterogeneous lesions. The degrees of epithelial dysplasia included none [11.9% (51/430)], mild [51.9% (223/430)], moderate [24.4% (105/430)], severe [6.5% (28/430)], and concurrent cancer [5.3% (23/430)]. Smoking, drinking, and gender were correlated with the degree of epithelial dysplasia in some binary classification systems, while tongue (border and ventral) and non-homogeneous damage were significantly correlated with higher degrees of epithelial dysplasia in all binary classification systems ( P<0.05). Conclusions:Lesions on the lateral or ventral tongue and heterogeneous lesions are significantly associated with higher degrees of dysplasia, suggesting that clinicians should pay more attention to these types of oral leukoplakia during the follow-up monitoring process.

In recent years, the novel tracer mitoxantrone hydrochloride has been increasingly applied in thyroid cancer surgery. As a safe tracer, mitoxantrone hydrochloride enables the detection of more lymph nodes and better protection of the parathyroid glands during thyroid cancer surgery. It assists surgeons in achieving more precise treatment, thereby improving the prognosis of patients. However, research on the use of mitoxantrone in thyroid cancer surgery remains limited, and standardized operating protocols are lacking. This article explores the current applications and future development of mitoxantrone in thyroid cancer surgery, aiming to provide a reference for clinical practice.

Objective: To investigate the comorbidity of abnormal spinal curvature and screening myopia among primary and middle school students in Taizhou City, Zhejiang Province, so as to provide the reference for the prevention and control of abnormal spinal curvature and myopia among children and adolescents. Methods: Students from nine counties (cities, districts) in Taizhou City were selected using a stratified cluster random sampling method. Basic information, sleep, physical activity, diet, electronic device usage, frequency of seat changes, after class study, reading and writing posture, and eye-use habits were collected through questionnaire surveys. Abnormal spinal curvature was screened according to the Technical Guidelines for the Prevention and Control of Abnormal Spinal Curvature in Children and Adolescents. Myopia was screened based on Specification for Screening of Refractive Error in Primary and Middle School Students (WS/T 663—2020). The influencing factors for the comorbidity of abnormal spinal curvature and screening myopia were analyzed using a multivariable logistic regression model. Results: A total of 13 596 students were surveyed, including 7 423 males (54.60%) and 6 173 females (45.40%). The average age was (13.45±2.59) years. The prevanlece of the comorbidity of abnormal spinal curvature and screening myopia, was 2.90% (394 cases). Multivariable logistic regression analysis showed that students who used computers for <1 hour in the past 7 days (not use as the reference, OR=1.312, 95%CI: 1.023-1.684), after class study for ≥3 hours in the past 7 days (OR=1.513, 95%CI: 1.068-2.143), and frequently/always read books or watched screens under direct sunlight (OR=1.604, 95%CI: 1.018-2.526) had a higher risk of the comorbidity of abnormal spinal curvature and screening myopia. In contrast, the students who slept for >9 h/d (OR=0.638, 95%CI: 0.411-0.991), engaged in outdoor activities for ≥3 h/d in the past 7 days (OR=0.645, 95%CI: 0.427-0.975), and changed seats once per month or more (OR=0.740, 95%CI: 0.573-0.955) had a lower risk of the comorbidity of abnormal spinal curvature and screening myopia. Conclusion The comorbidity of abnormal spinal curvature and screening myopia among primary and middle school students is mainly influenced by sleep, physical activity, electronic device use, frequency of seat changes, after class study and eye-use habits.

Objective:To investigate the clinical characteristics, postoperative complications, and risk factors for pouchitis in surgical patients with ulcerative colitis (UC).Methods:This was a retrospective observational study. The clinical data of 336 UC patients who had undergone surgical treatment at the Inflammatory Bowel Disease Center of the Department of General Surgery, Jinling Hospital Affiliated to Nanjing University Medical School from February 2014 to February 2024 were enrolled. The study patients were stratified into 2014-2019 ( n = 158) and 2020–2024 groups ( n = 178), these being the periods before and after biologics were covered for treatment of UC by national insurance in China in 2020. Clinical characteristics and surgical complications were analyzed and compared between the 2014-2019 and 2020-2024 groups. Multivariable logistic regression was performed to identify the risk factors associated with pouchitis in UC patients undergoing total proctocolectomy with ileal pouch-anal anastomosis (TPC-IPAA). Results:The study cohort comprised 336 UC patients, 193 (57.4%) of whom were men. The median preoperative disease course was 48.0 months and the mean age at colectomy was 46.4±15.4 years. TPC-IPAA had been performed on 275 patients (81.8%), 129 in the 2014-2019 group and 146 in the 2020-2024 group. Sixty-one patients had undergone total or subtotal colectomy, 29 in the 2014-2019 group and 32 in the 2020-2024 group. 262 (78.0%) UC patients underwent surgery due to medical refractory. Ninety-nine (29.5%) had used biopharmaceuticals within 2 months prior to surgery, 63 (18.8%) of them having received infliximab. A smaller proportion of patients had undergone surgery for UC that was refractory to medications in the 2020–2024 group than in the 2014–2019 group (73.0% [130/178] vs. 83.5% [132/158], χ 2=5.384, P=0.020), the patients were older at colectomy (48.0±15.4 years vs. 44.6±15.2 years, t=-2.008, P=0.045), the body mass index was higher (20.2±3.1 kg/m 2 vs. 19.4±3.2 kg/m 2, t=-2.201, P=0.028), the Mayo score prior to surgery was lower ( M[ Q1, Q3]: 11.0 [9.2, 12.0 points] vs. 12.0 [11.0, 12.0) points, Z=-4.242, P=0.001), the rate of Charlson Comorbidity Index ≥ 3 scores was higher (27.0% [48/178] vs. 17.1% [27/158], χ 2=5.384, P=0.020), a greater percentage of patients had received biologics prior to surgery (41.0% [73/178) vs. 16.5% [26/158], χ 2=24.285, P<0.001), and intraoperative blood loss was greater ( M[ Q1, Q3]: 100.0 [100.0, 150.0] ml vs. 50.0 [30.0, 100.0] ml, Z=-7.054, P<0.001) despite the operation time being shorter (253.8±74.6 minutes vs. 315.2±96.8 minutes, t=6.265, P<0.001). Among the 275 patients undergoing TPC-IPAA, 95 (34.6%) had early complications (within 30 days after surgery), 20 (7.3%) of which were Clavien-Dindo Grade III–IV complications. Among these patients, 50 (18.2%) had ileus or small bowel obstruction, 11 in the 2014-2019 group and 39 in the 2020-2024 group; this difference is statistically significant (χ 2=15.225, P<0.001). Ninety-one patients (33.1%) had late complications (more than 30 days after surgery), 75 (27.3%) being pouchitis (36 in the 2014-2019 group and 39 in the 2020-2024 group); this difference is not statistically significant (χ 2=0.049, P=0.824). Five patients (1.8%) had undergone pouch excision with permanent ileostomy. Among the 61 patients who had undergone total or subtotal colectomy, 26 (42.6%) developed early postoperative complications, including 10 (16.4%) Clavien-Dindo Grade III-IV complications and one death (1.6%), the last being attributable to multiorgan dysfunction. Three patients (4.9%) had late complications; the difference in incidence of postoperative complications between the 2014-2019 and 2020-2024 groups is not statistically significant (both P>0.05). Multivariable analysis identified intraoperative blood transfusion (OR: 2.12, 95% CI: 1.19–3.75, P=0.010) and interval to stoma closure > 120 days (OR: 2.05, 95%CI: 1.16-3.62, P = 0.013) as independent risk factors for development of pouchitis in UC patients undergoing TPC-IPAA. Conclusion:Surgical treatment of UC remains safe in the biologics era. Proactive strategies to reduce intraoperative blood transfusion and achieve timely stoma closure may reduce the risk of pouchitis in UC patients undergoing TPC-IPAA.

Objective:To analyze the epidemiological information of oral leukoplakia and explore the relationship between clinical characteristics and different degrees of epithelial dysplasia.Methods:A total of 430 patients with oral leukoplakia confirmed by pathology in the Department of Oral Medicine, Shanghai Ninth People′s Hospital, Shanghai Jiao Tong University School of Medicine from February 2013 to May 2021 were enrolled. Epidemiological information was recorded, and univariate and multivariate Logistic regression analysis were performed on age, gender, smoking, drinking, lesion size, lesion site and lesion type to evaluate the correlation between the risk factors and the degree of epithelial dysplasia in oral leukoplakia.Results:A total of 430 valid samples were included in this study, among which 23 patients were diagnosed with oral leukoplakia with concurrent cancer. The age of all patients was (52.9±12.9) years (22-85 years); 213 were male and 217 were female. One hundred and seventy-six cases (40.9%) had lesions on the lateral and ventral tongue, and 254 cases (59.1%) had lesions in other locations. Three hundred and two cases (70.2%) had homogeneous lesions, and 128 cases (29.8%) had heterogeneous lesions. The degrees of epithelial dysplasia included none [11.9% (51/430)], mild [51.9% (223/430)], moderate [24.4% (105/430)], severe [6.5% (28/430)], and concurrent cancer [5.3% (23/430)]. Smoking, drinking, and gender were correlated with the degree of epithelial dysplasia in some binary classification systems, while tongue (border and ventral) and non-homogeneous damage were significantly correlated with higher degrees of epithelial dysplasia in all binary classification systems ( P<0.05). Conclusions:Lesions on the lateral or ventral tongue and heterogeneous lesions are significantly associated with higher degrees of dysplasia, suggesting that clinicians should pay more attention to these types of oral leukoplakia during the follow-up monitoring process.

This study was aimed at investigating the effectiveness of various host nucleic acid removal and non-specific amplifica-tion techniques in animal tissue samples,to increase the accuracy of pathogen identification in tissue samples.Simulated samples were prepared with a mixture of mouse lung tissue homogenates and Klebsiella pneumoniae fluids,and processed with six host nucleic acid removal kits and three non-specific amplification techniques.The effectiveness of each method in removing host DNA and enriching nucleic acids of pathogenic microorganisms was evaluated through real-time fluorescence quantitative PCR and high-throughput se-quencing.For host nucleic acid removal techniques,the method of selective cleavage and quantitative degradation of host DNA(Com-plete5 kit)effectively decreased the host nucleic acid content in tissue samples and increased the relative abundance of pathogen nucleic acids.In contrast,the magnetic bead method for host DNA removal(Next microbiome DNA enrichment Kit kit)was less effec-tive.At lower pathogen concentrations(77 CFU/mL),the Vazyme kit was more effective than the other kits in removing host nucleic acids.Non-specific amplification techniques(MALBAC whole genome amplification,MDA isothermal amplification,and random primer amplification)were not applicable to tissue samples and were not effective in increasing the relative abundance of pathogen nucleic acids.Selective lysis and quantitative degradation of host DNA were suitable for processing tissue samples with high host back-ground and low pathogenic microorganism levels,whereas non-specific amplification methods were not applicable to tissue samples for pre-processing of macro-genome high-throughput sequencing.