ObjectiveTo address the challenges of unstructured classical Chinese expressions， nested entity relationships， and limited annotated data in famous traditional Chinese medicine（TCM） case records， this study proposes a joint relation extraction framework that integrates data augmentation and entity mapping， aiming to support the construction of TCM diagnostic knowledge graphs and clinical pattern mining. MethodsWe developed an annotation structure for entities and their relationships in TCM case texts and applied a data augmentation strategy by incorporating multiple ancient texts to expand the relation extraction dataset. A cascade binary tagging framework for relation triple extraction（CasRel） model for TCM semantics was designed， integrating a pre-trained bidirectional encoder representations from transformers（BERT） layer for classical TCM texts to enhance semantic representation， and using a head entity-relation-tail entity mapping mechanism to address entity nesting and relation overlapping issues. ResultsExperimental results showed that the CasRel model， combining data augmentation and entity mapping， outperformed the pipeline-based Bert-Radical-Lexicon（BRL）-bidirectional long short-term memory（BiLSTM）-Attention model. The overall precision， recall， and F₁-score across 12 relation types reached 65.73%， 64.03%， and 64.87%， which represent improvements of 14.26%， 7.98%， and 11.21% compared to the BRL-BiLSTM-Attention model， respectively. Notably， the F₁-score for tongue syndrome relations increased by 22.68%（69.32%）， and the prescription-syndrome relations performed the best with the F₁-score of 70.10%. ConclusionThe proposed framework significantly improves the semantic representation and complex dependencies in TCM texts， offering a reusable technical framework for structured mining of TCM case records. The constructed knowledge graph can support clinical syndrome differentiation， prescription optimization， and drug compatibility， providing a methodological reference for TCM artificial intelligence research.

Objective To construct prostate cancer(PCa)prediction models based on machine learning algorithms, so as to improve the accuracy of early diagnosis of PCa. Methods A retrospective analysis was performed on the clinical data of 504 patients who underwent prostate biopsy at our hospital during Jan. 2020 and Nov. 2024. Patients' age, body mass index(BMI), history of hypertension, diabetes and smoking, total prostate-specific antigen(tPSA), free prostate-specific antigen(fPSA), f/tPSA, prostate volume(PV), neutrophil count, lymphocyte count, neutrophil-to-lymphocyte ratio(NLR), Prostate Imaging Reporting and Data System(PI-RADS)score, digital rectal examination(DRE)results, and pathological findings were collected. The patients were divided into the training and testing sets at a ratio of 7:3. Ten early diagnosis prediction models of PCa were constructed using 10 supervised machine learning algorithms. Model performance was evaluated and validated using metrics including area under the receiver operating characteristic curve(AUC), accuracy, sensitivity, specificity, calibration curves, and decision curve analysis(DCA). SHAP analysis was used to interpret the models, and to clarify the importance of each feature and the basis for model decisions. Results All models showed good predictive value, with the gradient boosting machine(GBM)model performing the best(AUC=0.905, accuracy=84.1%, sensitivity=90.2%, specificity=80.0%). Calibration curves indicated good calibration and fitting of the GBM model, while DCA demonstrated favorable clinical net benefits. SHAP analysis identified the most significant features affecting PCa occurrence in descending order:tPSA, f/tPSA, PIRADS score, PV, age, and DRE. Conclusion The GBM model exhibits the optimal performance among the 10 models. The importance of features for predicting the occurrence of PCa, from the highest to the lowest, is as follows:tPSA, f/tPSA, PIRADS score, PV, age, and DRE.

BACKGROUND:Spleen has the functions of blood storage,hematopoiesis,and immunity.With the increase of age,the structural degeneration and functional decline of spleen lead to the impairment of immune system function,thus accelerating the aging process of the body.The treatment of spleen aging in tree shrews with highly active umbilical cord mesenchymal stem cells has not been reported. OBJECTIVE:To explore the intervention effect and mechanism of highly active umbilical cord mesenchymal stem cells on spleen aging in tree shrews. METHODS:Highly active umbilical cord mesenchymal stem cells were isolated,cultured,and obtained from the umbilical cord tissue of newborn tree shrews by caesarean section.The differentiation abilities of adipogenesis,osteogenesis,and chondrogenesis were detected by three-line differentiation kit.Cell cycle and surface markers were detected by flow cytometry.The second generation of highly active umbilical cord mesenchymal stem cells were transfected with Genechem Green Fluorescent Protein with infection complex values of 100,120,140,160,180,and 200,respectively,to screen the best transfection conditions.After transfection,the fourth generation of highly active umbilical cord mesenchymal stem cells was injected into the tail vein of tree shrews in the elderly treatment group.The young control group and the aged model group were not given special treatment.After 4 months of treatment,the spleen tissue was taken and the structure of the spleen was observed by hematoxylin-eosin staining.β-Galactosidase staining was used to detect the activity of aging-related galactosidase.Immunohistochemical staining was used to detect the expression levels of p21 and p53 proteins.Ki67 and PCNA immunofluorescence staining was used to detect cell proliferation activity.Immunofluorescence staining was used to detect the expression levels of spleen autophagy protein molecules Beclin 1 and APG5L/ATG5.Reactive oxygen species fluorescence staining was used to detect the content of reactive oxygen species in spleen tissue.CD3 immunofluorescence staining was used to detect the change of the proportion of total T lymphocytes.The secretion levels of interleukin 1β and transforming growth factor β1 in spleen were detected by enzyme linked immunosorbent assay.The distribution of highly active umbilical cord mesenchymal stem cells labeled with green fluorescent protein in spleen tissue was observed by DAPI double staining of nucleus. RESULTS AND CONCLUSION:(1)Highly active umbilical cord mesenchymal stem cells grew in a short spindle shape with fish-like growth,with a large proportion of G0/G1 phase,and had the potential to differentiate into adipogenesis,osteogenesis,and chondrogenesis.(2)Multiplicity of infection=140 and transfection for 72 hours were the best conditions for labeling tree shrews highly active umbilical cord mesenchymal stem cells with Genechem Green Fluorescent Protein.(3)Compared with the aged model group,in the aged treatment group,the spleen tissue cells of tree shrews were arranged closely,and the area of white pulp was increased(P<0.01);the boundary between red pulp and white pulp was clear;the proportion of germinal centers did not show statistically significant difference(P>0.05).The activity level of galactosidase related to spleen tissue aging was decreased(P<0.001),and the expression levels of aging protein molecules p21 and p53 were down-regulated(P<0.001).The expression levels of proliferation-related molecules Ki67 and PCNA were up-regulated(P<0.001,P<0.05);expression levels of autophagy-related molecules Beclin 1 and APG5L/ATG5 were up-regulated(P<0.001),and the content of reactive oxygen species decreased(P<0.001),and the proportion of CD3+T cells increased(P<0.05).The secretion level of interleukin 1β in the aging-related secretion phenotype decreased(P<0.001);no significant difference was found in transforming growth factor β1 level(P>0.05).Compared with the young control group,the above indexes were significantly different in the elderly treatment group(P<0.05).(4)Green fluorescent cells labeled with green fluorescent protein were observed in spleen tissue of tree shrews the elderly treatment group by frozen tissue section observation.The results show that intravenous infusion of highly active umbilical cord mesenchymal stem cells can migrate to spleen tissue,inhibit the production of reactive oxygen species,down-regulate the expression of aging-related proteins,induce autophagy,promote cell proliferation,reduce chronic inflammation,and then improve the structure and function of spleen tissue.

Objective:To compare the clinical efficacy of the reamer-irrigator-aspirator (RIA) technique and iliac crest bone grafting (ICBG) in the treatment of adult noninfectious long bone nonunion of the lower extremity, and to evaluate the safety and effectiveness of the RIA technique.Methods:A retrospective review was conducted of 42 adult patients with noninfectious long bone nonunion of the lower extremity treated surgically at Zhengzhou Orthopaedic Hospital from January 2021 to June 2024. The cohort included 33 men and 9 women with a mean age of 47.0±14.4 years (range, 18-62 years). Twenty-three patients had nonunion on the left side and 19 on the right. Initial surgical fixation methods included plate fixation (19 cases), intramedullary nail (16 cases), external fixator (5 cases), and combined plate-and-nail fixation (2 cases). Revision procedures included debridement and freshening of the nonunion ends, revision or adjustment of internal fixation, and autologous bone grafting. Nineteen patients underwent graft harvesting with the RIA technique (RIA group), and 23 received autograft harvested from the iliac crest (iliac group). Baseline and perioperative variables compared between the two groups included sex, age, body-mass index, preoperative comorbidities, anatomical site of the nonunion (tibial or femoral), duration from the index fracture operation to the current revision, operative time, intraoperative blood loss, volume of blood transfusion and rate of perioperative complications, nonunion fracture sites, visual analogue scale (VAS) pain score at the fracture site, donor-site morphology and functional appearance scores, and radiographic union score for tibial fractures (RUST).Results:There was no significant difference in age between the RIA and ICBG groups (45.1±14.1 vs. 48.5±14.7 years, t=0.746, P=0.449). However, intraoperative blood loss was higher in the RIA group [300 (150, 720) ml, Z=-3.072, P=0.002] and the transfusion rate was higher (14/19 vs. 8/23, χ 2=6.313, P=0.012). The harvested bone volume was very similar [40(35, 60) cm 2vs. 40(35, 40) cm 2, Z=-1.077, P=0.281]. All patients were followed for a mean of 16.5±2.8 months (range, 7-40 months). VAS scores at the surgical site showed no significant difference between groups at 3 months (3.2±1.0 vs. 3.3±1.4, t= 4.754, P=0.720) and 6 months (1.6±0.8 vs. 1.8±1.2, t=6.841, P=0.542). Donor-site morphology and functional scores were significantly better in the RIA group at 3 months [14.5(13.0, 15.5) vs. 9.0(7.0, 10.0), Z=-3.748, P<0.001] and 6 months [15.5(15.0, 16.0) vs. 11.0(10.0, 13.0), Z=-3.782, P<0.001]. At 12 months postoperatively, RUST scores did not differ significantly between groups (10.6±1.2 vs. 10.4±1.5, t=0.483, P=0.632). The incidence of perioperative complications was comparable [42%(8/19) vs. 30%(7/23), χ 2=0.617, P=0.432]. Conclusions:Both RIA and ICBG achieved favorable clinical outcomes in the treatment of adult noninfectious lower-extremity long bone nonunion. Although RIA was associated with greater intraoperative blood loss, it resulted in less donor-site morbidity and better cosmetic and functional outcomes. Bone healing capacity and overall complication rates did not differ significantly between the two groups. These findings suggest that the RIA technique is safe and effective for use in the Chinese patient population.

Objective:To evaluate the clinical equivalence between a domestic calcipotriol/betamethasone dipropionate ointment and the originator product in the treatment of stable plaque psoriasis.Methods:A multicenter, randomized, double-blind, three-arm, parallel-group, active- and placebo-controlled study was conducted, and 449 patients aged 18 - 65 years with stable plaque psoriasis were enrolled from 25 hospitals (such as the First Affiliated Hospital of China Medical University). Eligible patients had a baseline physician's global assessment (PGA) score of ≥ 3 points, baseline body surface area (BSA) involvement of 5% - 30%, and a target lesion psoriasis area and severity index (TL-PASI) for plaque elevation of ≥ 3 points. Participants were randomly assigned in a 2:2:1 ratio to the test group ( n = 179), reference group ( n = 180), and placebo group ( n = 90), and applied the domestic calcipotriol/betamethasone dipropionate ointment, originator product, and ointment base respectively, once daily in the evening for 4 weeks. Efficacy and safety were assessed at weeks 1, 2, and 4. The primary efficacy endpoints were the treatment success rates and clinical success rates in each group at week 4. The per-protocol set (PPS) was used for the primary efficacy analysis, and the intention-to-treat (ITT) set for supplementary efficacy analysis. Equivalence between the test and reference preparations was tested using the Cochran-Mantel-Haenszel method adjusted for randomization strata. Superiority of the test and reference preparations over the placebo was also tested. Measurement data were compared among the 3 groups using analysis of variance or non-parametric tests, while treatment success rates, clinical success rates, and incidence rates of adverse reactions were compared using the chi-square test. Results:The ITT, PPS, and safety sets included 447, 420, and 448 patients, respectively. In the ITT set, patients were aged 43.6 ± 12.8 years, including 320 (71.6%) males and 127 (28.4%) females, and the disease duration was 11.21 ± 9.05 years; 316 (70.7%) had a PGA score of 3 points and 131 (29.3%) had a PGA score of 4 - 5 points. No significant differences in the baseline characteristics (including age, sex, disease duration and disease severity) were observed among the 3 groups (all P > 0.05). Based on the PPS analysis, the treatment success rates were 57.9% (99/171) in the test group, 50.3% (86/171) in the reference group, and 7.7% (6/78) in the placebo group, and the clinical success rates were 57.9% (99/171), 50.3% (86/171), and 10.3% (8/78), respectively; both the test and reference groups were superior to the placebo group in both treatment and clinical success rates (all P < 0.001) ; the rate differences for treatment success (90% confidence interval [ CI]: -1.3% - 16.4%) and clinical success (90% CI: -1.3% - 16.3%) between the test and reference groups were entirely within the pre-defined equivalence margin (-20% - 20%). Subgroup analyses by baseline PGA scores: for patients with a baseline PGA score of 3 points, the treatment success rates in the test, reference, and placebo groups were 60.8% (73/120), 52.1% (62/119), and 11.1% (6/54), respectively, and the corresponding clinical success rates were 61.7% (74/120), 53.8% (64/119), and 13% (7/54), respectively; the test and reference groups did not differ significantly in treatment or clinical success rates (both P > 0.05), but both showed higher success rates than the placebo group (all P < 0.001) ; the results of statistical comparisons among the 3 groups in patients with a baseline PGA score of 4 - 5 points were consistent with those observed in patients with a baseline PGA score of 3 points. The percentage reductions in PGA and TL-PASI scores from baseline to weeks 1, 2, and 4 showed significant differences among the 3 groups, which were significantly higher in the test and reference groups than in the placebo group (all P < 0.001), but did not differ between the test and reference groups (all P > 0.05). The primary adverse reactions were local skin reactions, such as pruritus, pain, and erythema. The incidence rates of adverse reactions were 8.9% (16/179) in the test group, 7.3% (13/179) in the reference group, and 7.8% (7/90) in the placebo group, with no significant difference among the 3 groups ( P > 0.05) . Conclusions:The domestic calcipotriol/betamethasone dipropionate ointment demonstrated clinical equivalence to the originator product in the treatment of stable plaque psoriasis, and the two agents exhibited comparable efficacy for patients with varying degrees of disease severity, and were comparable in the speed and degree of clinical improvement, with similar favorable safety profiles.

Objective:To explore the predictive factors for ureteral stone impaction preoperatively and to construct a nomogram prediction model for impacted ureteral stones.Methods:A retrospective analysis was conducted on the clinical data of 209 patients with ureteral stones treated at The Second Affiliated Hospital of Zhengzhou University from July 2023 to June 2024. There were 164 males（78.5%）and 45 females（21.5%）. The age was 49（47，57）years，and the body mass index（BMI）was 25.10（23.55，27.24）kg/m2. Of the patients，85（40.7%）had comorbid hypertension and 85（40.7%）had comorbid diabetes. Stones were located on the left side in 124 patients（59.3%）and on the right side in 85 patients（40.7%）. Hydronephrosis was present in 169 patients（80.9%），and urine culture was positive in 29 patients（13.9%）. Patients were divided into impacted and non-impacted groups based on the presence or absence of ureteral stone impaction. Univariate and multivariate logistic regression analyses were performed to determine independent predictive factors for impacted ureteral stones. A nomogram model was constructed based on these results. The performance of the predictive model was evaluated using receiver operating characteristic（ROC）curves，calibration plots，and decision curve analysis（DCA）.Results:Among the 209 patients in this study，85（40.7%）experienced ureteral stone impaction. The impacted group had a significantly higher neutrophil-to-lymphocyte ratio（NLR）than the non-impacted group（3.91 ± 2.05 vs. 3.25 ± 2.10， P = 0.024），a higher rate of hydronephrosis［81.2%（69/85）vs. 80.6%（100/124）， P = 0.002］，larger stone surface area［（64.96 ± 39.96）mm2 vs.（51.86 ± 39.80）mm2， P = 0.021］，greater ureteral wall thickness（UWT）［（3.96 ± 1.37）mm vs.（3.06 ± 1.33）mm， P < 0.001］，and a higher ratio of the upper ureter diameter（D1）to the lower ureter diameter（D2）（DDR）（2.87 ± 1.58 vs. 2.00 ± 0.99， P < 0.001）. Univariate analysis showed that NLR，hydronephrosis，stone length，stone surface area，UWT，D1，D2，and DDR were statistically significant（ P < 0.05）. After multivariate logistic regression analysis，the following items were identified as independent predictors of impacted ureteral stones：NLR（ OR = 1.205，95% CI 1.026 - 1.415， P = 0.023），hydronephrosis（ OR = 1.840，95% CI 1.236 - 2.740， P = 0.003），stone length（ OR = 1.587，95% CI 1.142 - 2.206， P = 0.006），ureteral wall thickness（UWT）（ OR = 1.643，95% CI 1.263 - 2.136， P < 0.001），and DDR（ OR = 2.907，95% CI 1.040 - 8.130， P = 0.042）.Based on these independent predictive factors，a nomogram prediction model for impacted ureteral stones was constructed. The area under the ROC curve was 0.797（95% CI 0.737 - 0.858），and the calibration curve showed good consistency. The decision curve suggested that the model had good clinical net benefit. Conclusions:NLR，hydronephrosis，stone length，UWT，and DDR are all independent predictors for impacted ureteral stones. The nomogram model constructed based on these factors has good predictive performance.

Objective:To investigate the clinical, phenotypic and genotypic features of hereditary hyperhomocysteinemia mainly involving the nervous system.Methods:The clinical data, physical examination, imaging results, blood-urine tandem mass spectrometry analysis and genetic results of 8 patients with hyperhomocysteinemia from the Department of Neurology of the Shanghai Sixth People′s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from September 2020 to December 2023 were collected, and the clinical, genetic features and pathogenic mechanisms of these patients were summarized and analyzed.Results:Among all the 8 patients (male∶female=5∶3), the age of onset was 7 to 74 (40.4±7.4) years. Seven had adult-onset and 1 had juvenile-onset, with various types of onset symptoms, including progressive stiffness in lower limbs and walking difficulty, limb numbness, tremor, mental and behavioral abnormalities, cerebrovascular events, etc. Moderate to severe hyperhomocysteine (38.4-190.6 μmol/L) was present in all patients at first diagnosis. Among the 5 patients with cranial imaging examinations, all had white matter lesions. The genetic testing showed 7 patients with MTHFR gene pathogenic mutations (1 case with c.416C>T, and 6 cases with c.665C>T), and 1 patient with MMACHC gene pathogenic mutation (c.482G>A). Conclusions:Hereditary hyperhomocysteinemia is a metabolic disease, with complicated manifestations, varying degrees of severity, and diverse pathogenic genes. The cases with neurological involvement are not rare, such as spastic paraplegia-like manifestations, tremor, peripheral neuropathy, mental and behavioral abnormalities, cerebrovascular events.

Objective:To evaluate the application of the reaming-irrigation-aspirator (RIA) technique in autologous bone grafting for non-union of lower limb fracture.Methods:A retrospective analysis was conducted of the data of 16 patients with non-union of lower limb fracture who had undergone autologous bone grafting using the RIA technique at Department of Lower Limb Orthopaedics Ⅰ, Zhengzhou Orthopaedic Hospital from July 2023 to March 2024. There were 12 males and 4 females with an age of (47.2±14.3) years. Sites of non-union: the femur in 14 cases and the tibia in 2 cases. Initial surgical fixation: intramedullary nail fixation in 5 cases, plate fixation in 10 cases, and intramedullary nail plus plate fixation in 1 case. The time for fracture non-union was (21.0±12.0) months. Intraoperatively, autologous bone reaming was conducted using a drill bit of RIA system, and simultaneous flushing using irrigation fluid. The bone debris carried out by the irrigation fluid was collected into a filtration device through negative pressure aspiration. After the filter was opened to squeeze out congestion, bone paste was taken out for standby. Internal fixation methods were adjusted according to the non-union condition of the fractures. Finally, the bone paste was implanted into bone defects. The time for autologous bone harvest, amount of bone harvested, intraoperative blood loss, postoperative pain at a donor site, fracture healing, functional recovery of a lower limb and occurrence of complications were recorded.Results:In 2 of the 16 patients, fracture of the RIA drill bit occurred when bone marrow was harvested from the tibia, and their operation was completed only after the drill bits were replaced. In the 16 patients, time for bone harvest was (31.4±6.1) min, bone harvest volume (42.6±9.5) mL, and intraoperative blood loss (815.6±238.6) mL. The incisions in this cohort healed primarily after operation, and 4-week follow-up revealed that no patients had pain symptoms at a donor site. The 16 patients were followed up for (8.0±2.0) months after operation. All patients achieved bone union after (4.4±0.5) months. Follow-ups showed that no patients had complications like delayed infection, donor site fracture, or loosening or fracture of an internal fixator. According to the rating scale for lower limb function at the last follow-up, the function of affected limb was evaluated as excellent in 7 cases, as good in 8 cases, and as fair in 1 case.Conclusion:Application of RIA technique for autologous bone grafting to treat non-union of lower limb fracture can lead to fine fracture healing and good lower limb function, but no long-term pain symptoms in the donor area for the patients.

The knowledge graph has the characteristic of visualizing structural knowledge and has gradually become a research hotspot in the field of TCM diagnosis and treatment.This article reviewed the development trend and construction techniques of knowledge graph,summarized its application status in the field of TCM diagnosis and treatment,and provided a comprehensive review from the aspects of basic knowledge of TCM,inheritance of experience of renowned doctors,TCM question answering systems,and exploration of auxiliary decision-making.It also summarized the problems of knowledge graph technology in solving the informationization and intelligence process of TCM,and discussed and prospect the research and application directions of knowledge graph in the field of informationization and intelligence of TCM based on the characteristics of TCM knowledge.

Objective:To elucidate the causal association between gut microbiota and osteoporosis, we conducted a two-sample Mendelian randomization(MR)analysis to evaluate the causality between gut microbiota and osteoporosis.Methods:We assessed genome-wide association study (GWAS)summary statistics for gut microbiota and osteoporosis in older patients to perform the MR analysis.Independent single nucleotide polymorphisms closely associated with 211 gut bacterial taxa were identified as instrumental variables.The summary statistic data for osteoporosis were obtained from the latest release from the FinnGen consortium as the outcome of interest.Two-sample MR was performed to evaluate the causal effect of gut microbiota on osteoporosis, including the inverse-variance-weighted(IVW)method, weighted median method, MR-Egger, mode-based estimation, and MR-PRESSO.A series of sensitivity analyses were conducted to validate the robustness of the results.The robustness of the estimation was assessed through a series of sensitivity analyses, including Cochran's Q test, MR-Egger intercept analysis, leave-one-out analysis, and funnel plot to evaluate the causal association. Results:The population primarily consisted of individuals from Europe, with a total sample size of 7 300, including 1 762 males and 5 538 females, and average ages of 65.6 years for males and 67.8 years for females, respectively.The mean ages of the 5 538 patients were 65.6 years for males and 67.8 years for females, respectively.Through MR analysis in this study, 10 intestinal flora(comprising 1 class, 7 genera, and 2 orders)were identified as being associated with senile osteoporosis.Notably, the phylum Firmicutes( OR=1.324, P=0.019), Clostridium difficile( OR=1.274, P=0.038), fecal coliforms( OR=1.565, P=0.009), Verrucomicrobium( OR=1.231, P=0.033), and Selenomonas( OR=1.324, P=0.019)may serve as risk factors for senile osteoporosis.Conversely, Coprococcus( OR=0.620, P=0.024), Haemophilus( OR=0.815, P=0.016), Prevotella( OR=0.813, P=0.027), Sellimonas( OR=0.858, P=0.034), and RF9( OR=0.821, P=0.021)may function as protective factors against senile osteoporosis. Conclusions:This study suggests a causal relationship between the Firmicutes phylum and its nine subgroups and senile osteoporosis, thereby providing new insights into the mechanisms by which gut microbiota mediate senile osteoporosis and confirming the significant role of gut microbiota in this condition.