1.Preliminary exploration and reliability analysis of clinical diagnostic method for marginal velopharyngeal insufficiency.
Xinyi HUANG ; Qirong MAO ; Heng YIN ; Min WU ; Bing SHI ; Qian ZHENG ; Jingtao LI
West China Journal of Stomatology 2025;43(3):376-382
OBJECTIVES:
A stable, reliable, and easily implementable clinical diagnostic method for marginal velopharyngeal insufficiency (MVPI) was established on the basis of the subjective hearing judgement of hypernasality and objective examination of velopharyngeal closure to address the lack of unified diagnostic criteria for MVPI.
METHODS:
Nasopharyngeal fiberscopy and speech assessment results were collected from postoperative patients with cleft palate. These results were used to analyze the differences in the distribution of nasal resonance in patients with different velopharyngeal closure ratios and the correlation between velopharyngeal closure ratios and nasal resonance status. Mild-to-moderate hypernasality with its corresponding elopharyngeal closure ratio was employed to establish the diagnostic criteria of MVPI. The reproducibility of the criteria and whether the patients with MVPI diagnosed by using the criteria exhibited significantly different speech characteristics compared with other patients were verified.
RESULTS:
A strong correlation was found between velopharyngeal closure ratios and nasal resonance (P<0.001). Mild-to-moderate hypernasality mainly corresponded to velopharyngeal closure ratios ranging from 90% to 99%, and the combination of the two characteristics as the diagnostic criteria for MVPI demonstrated good consistency (Kappa value=0.789, P<0.001). Moreover, under the diagnostic criteria, significant differences in nasal resonance (P<0.001), nasal emission (P=0.007), and misarticulation (P<0.001) were found between patients with velopharyngeal insufficiency and those with MVPI.
CONCLUSIONS
Combining the subjective hearing judgement of mild-to-moderate hypernasality with velopharyngeal closure ratios over 90% under nasopharyngeal fiberscopy provides a reliable and effective clinical method for diagnosing MVPI.
Humans
;
Velopharyngeal Insufficiency/physiopathology*
;
Reproducibility of Results
;
Cleft Palate/surgery*
;
Male
;
Female
;
Child
2.Combination of electroencephalogram/electromyography and fiber photometry recording of multiple brain regions in mice and its application in epilepsy models
Tong-Tong GAO ; Chen CHEN ; Wei-Yi YE ; Mao DENG ; Heng-Hao HOU ; Qian CHEN
Acta Anatomica Sinica 2025;56(5):533-540
Objective To develop a method of combining electroencephalogram(EEG)/electromyography(EMG)with multi-regional fiber photometry recording to simultaneously capture the changes of neuronal activity in the whole brain and specific brain regions during epileptic seizures.Methods The mouse head was divided into left and right regions based on the middle suture of the skull.EEG electrodes(EEG/EMG)were implanted in one side,while optical fibers were implanted in the striatum,hippocampus,entorhinal cortex,and thalamus on the contralateral side to simultaneously monitor EEG,EMG,and calcium signal dynamics.Results By combining EEG/EMG with multi-regional fiber photometry recording,differences in neuronal activity across brain regions,alongside EEG and EMG,were observed during different behavioral states.In a kainic acid(KA)-induced epilepsy model,abnormal synchronous neuronal discharges in the mouse brain were accompanied by calcium signal changes in the striatum,hippocampus,entorhinal cortex,and thalamus,with the earliest changes occurring in the hippocampus.Conclusion The combined use of EEG/EMG and multi-brain-region fiber photometry is successfully implemented in mice.This method synchronously recordes abnormal calcium signal changes across multiple brain regions,along with EEG and EMG,in the KA-induced epilepsy model.
3.Influence of serum alpha-fetoprotein and CA19-9 on the prognosis of patients with combined hepatocellular-cholangiocarcinoma after radical surgery
Hongjian ZHANG ; Xiaohui DUAN ; Heng ZHANG ; Jianpei XUYANG ; Yuhao QING ; Zicheng WANG ; Xianhai MAO
Chinese Journal of Hepatobiliary Surgery 2025;31(2):87-91
Objective:To analyze the impact of serum alpha-fetoprotein (AFP) and carbohydrate antigen 19-9 (CA19-9) on the prognosis of patients with combined hepatocellular-cholangiocarcinoma (CHC) after radical surgery.Methods:Clinical data of 100 patients diagnosed with CHC by postoperative pathology in Hunan Provincial People's Hospital from January 2009 to January 2019 were retrospectively analyzed, including 73 males and 27 females, aged (52.0±10.9) years. Univariate and multivariate Cox regression analysis were conducted to try to find out the effects of AFP and CA19-9 on postoperative disease-free survival (DFS) of patients with CHC. Subgroup analysis was also performed to analyze the DFS among patients with different levels of AFP and CA19-9. Kaplan-Meier method and log-rank test were used to plot and compare the survival curves between groups.Results:Univariate analysis showed that levels of AFP, CA19-9, alanine transaminase, aspartate transaminase, American Joint Committee on Cancer (AJCC) TNM staging, portal vein invasion, tumor number are associated with postoperative DFS in CHC patients (all P<0.05). The multivariate Cox analysis showed that AFP≥20.6 μg/L ( HR=6.686, 95% CI: 1.985-9.582), CA19-9≥35.2 U/L ( HR=5.790, 95% CI: 1.197-8.855), AJCC tumor TNM staging stage Ⅱ( HR=6.384, 95% CI: 2.069-11.532), and portal vein invasion ( HR=2.384, 95% CI: 1.100-10.125) were risk factors for a shortened DFS in CHC patients after surgery (all P<0.05). Subgroup analysis showed that patients with AFP≥20.6 μg/L and CA19-9≥35.2 U/L ( n=14) had a lower DFS compared to patients with AFP<20.6 μg/L and CA19-9≥35.2 U/L ( n=32), and patients with AFP≥20.6 μg/L and CA19-9<35.2 U/L ( n=20) ( χ2=6.23, 4.98, P=0.014, 0.043). Conclusion:AFP and CA19-9 are risk factors for DFS in CHC patients. Patients with AFP≥20.6 μg/L and CA19-9≥35.2 U/L showed a worse prognosis.
4.A multicenter clinical study on intramedullary vancomycin injection for preventing periprosthetic joint infection in total knee arthroplasty
Te LIU ; Jun FU ; Shiguang LAI ; Zhuo ZHANG ; Chi XU ; Lei GENG ; Yang LUO ; Peng REN ; Xin ZHI ; Quanbo JI ; Heng ZHANG ; Runkai ZHAO ; Haichao REN ; Ye TAO ; Qingyuan ZHENG ; Zeyu FENG ; Jianfeng YANG ; Yiming WANG ; Pengcheng LI ; Shuai LIU ; Wei CHAI ; Xiang LI ; Huiwu LI ; Xiaogang ZHANG ; Baochao JI ; Xianzhe LIU ; Xinzhan MAO ; Jianbing MA ; Xiangxiang SUN ; Jiying CHEN ; Yonggang ZHOU ; Jinliang WANG ; Weijun WANG ; Guoqiang ZHANG ; Ming NI
Chinese Journal of Orthopaedics 2025;45(12):803-811
Objective:To explore the safety and efficacy of intraosseous regional administration (IORA) of vancomycin for preventing infection in primary total knee arthroplasty (TKA).Methods:A total of 124 patients with knee osteoarthritis undergoing TKA between February 2024 and May 2024 at nine hospitals were enrolled. Preoperative infection prophylaxis involved either IORA (0.5 g vancomycin administered via intraosseous regional infusion before incision) or intravenous infusion (1 g vancomycin via peripheral vein). The IORA group included 15 males and 47 females with a median age of 66.5 years (range, 60.0-70.0 years), while the intravenous group included 14 males and 48 females with a median age of 66.0 years (range, 61.8-70.3 years) years. Intraoperative samples were collected including fat and synovium tissues after incision, before prosthesis placement, and after tourniquet release; distal femoral cancellous bone during femoral osteotomy; proximal tibial cancellous bone during tibial osteotomy; proximal intercondylar cancellous bone before prosthesis placement; and peripheral blood from non-infused arms at surgery initiation and after tourniquet release. Vancomycin concentrations were measured using liquid chromatography-tandem mass spectrometry. Vital sign changes were recorded from admission to 5~10 minutes post-IORA (IORA group) or post-incision (intravenous group). Follow-ups were conducted on postoperative day 1 and 3, and at 1 and 3 months, to document complications including IORA-related adverse events, periprosthetic joint infections, surgical site infections, red man syndrome, acute kidney injury, deep vein thrombosis and so on.Results:Vancomycin concentrations in bone, fat, and synovial tissue samples were significantly higher in the IORA group than in the intravenous group ( P<0.05), while vancomycin concentrations in blood samples were significantly lower in the IORA group than in the intravenous group ( P<0.05). Only 7.3%(41/558) of tissue samples in the IORA group had vancomycin concentrations below 2.0 μg/g (the minimum inhibitory concentration of vancomycin against coagulase-negative staphylococcus), compared to 59.3%(331/558) in the intravenous group (χ 2=11.285, P<0.001). In the intravenous group, 16.9%(21/124) of blood samples had vancomycin concentrations exceeding 15.0 mg/L (the threshold associated with a significantly increased risk of nephrotoxicity), while all concentrations in the IORA group were below this threshold, the difference was statistically significant (χ 2=22.943, P<0.001). There were no statistically significant difference ( P>0.05) in vital signs changes before and after vancomycin administration between the two groups. Two patients in the intravenous group experienced incision exudate, while no other related complications occurred in either group. Conclusions:Compared to the traditional intravenous infusion of 1 g vancomycin, intraosseous injection of a low dose (0.5 g) of vancomycin achieves higher local tissue concentrations in the knee joint with a lower incidence of adverse reactions and is safe for infection prophylaxis. Despite guidelines not recommending the routine use of vancomycin for preventing infection after primary TKA, intraosseous injection of 0.5 g vancomycin may be considered intraoperatively for primary TKA in the following scenarios: patients in medical institutions with a high prevalence of methicillin-resistant staphylococcus aureus (MRSA) infections, patients with potential preoperative MRSA colonization, or patients with cephalosporin allergy.
5.A multicenter clinical study on intramedullary vancomycin injection for preventing periprosthetic joint infection in total knee arthroplasty
Te LIU ; Jun FU ; Shiguang LAI ; Zhuo ZHANG ; Chi XU ; Lei GENG ; Yang LUO ; Peng REN ; Xin ZHI ; Quanbo JI ; Heng ZHANG ; Runkai ZHAO ; Haichao REN ; Ye TAO ; Qingyuan ZHENG ; Zeyu FENG ; Jianfeng YANG ; Yiming WANG ; Pengcheng LI ; Shuai LIU ; Wei CHAI ; Xiang LI ; Huiwu LI ; Xiaogang ZHANG ; Baochao JI ; Xianzhe LIU ; Xinzhan MAO ; Jianbing MA ; Xiangxiang SUN ; Jiying CHEN ; Yonggang ZHOU ; Jinliang WANG ; Weijun WANG ; Guoqiang ZHANG ; Ming NI
Chinese Journal of Orthopaedics 2025;45(12):803-811
Objective:To explore the safety and efficacy of intraosseous regional administration (IORA) of vancomycin for preventing infection in primary total knee arthroplasty (TKA).Methods:A total of 124 patients with knee osteoarthritis undergoing TKA between February 2024 and May 2024 at nine hospitals were enrolled. Preoperative infection prophylaxis involved either IORA (0.5 g vancomycin administered via intraosseous regional infusion before incision) or intravenous infusion (1 g vancomycin via peripheral vein). The IORA group included 15 males and 47 females with a median age of 66.5 years (range, 60.0-70.0 years), while the intravenous group included 14 males and 48 females with a median age of 66.0 years (range, 61.8-70.3 years) years. Intraoperative samples were collected including fat and synovium tissues after incision, before prosthesis placement, and after tourniquet release; distal femoral cancellous bone during femoral osteotomy; proximal tibial cancellous bone during tibial osteotomy; proximal intercondylar cancellous bone before prosthesis placement; and peripheral blood from non-infused arms at surgery initiation and after tourniquet release. Vancomycin concentrations were measured using liquid chromatography-tandem mass spectrometry. Vital sign changes were recorded from admission to 5~10 minutes post-IORA (IORA group) or post-incision (intravenous group). Follow-ups were conducted on postoperative day 1 and 3, and at 1 and 3 months, to document complications including IORA-related adverse events, periprosthetic joint infections, surgical site infections, red man syndrome, acute kidney injury, deep vein thrombosis and so on.Results:Vancomycin concentrations in bone, fat, and synovial tissue samples were significantly higher in the IORA group than in the intravenous group ( P<0.05), while vancomycin concentrations in blood samples were significantly lower in the IORA group than in the intravenous group ( P<0.05). Only 7.3%(41/558) of tissue samples in the IORA group had vancomycin concentrations below 2.0 μg/g (the minimum inhibitory concentration of vancomycin against coagulase-negative staphylococcus), compared to 59.3%(331/558) in the intravenous group (χ 2=11.285, P<0.001). In the intravenous group, 16.9%(21/124) of blood samples had vancomycin concentrations exceeding 15.0 mg/L (the threshold associated with a significantly increased risk of nephrotoxicity), while all concentrations in the IORA group were below this threshold, the difference was statistically significant (χ 2=22.943, P<0.001). There were no statistically significant difference ( P>0.05) in vital signs changes before and after vancomycin administration between the two groups. Two patients in the intravenous group experienced incision exudate, while no other related complications occurred in either group. Conclusions:Compared to the traditional intravenous infusion of 1 g vancomycin, intraosseous injection of a low dose (0.5 g) of vancomycin achieves higher local tissue concentrations in the knee joint with a lower incidence of adverse reactions and is safe for infection prophylaxis. Despite guidelines not recommending the routine use of vancomycin for preventing infection after primary TKA, intraosseous injection of 0.5 g vancomycin may be considered intraoperatively for primary TKA in the following scenarios: patients in medical institutions with a high prevalence of methicillin-resistant staphylococcus aureus (MRSA) infections, patients with potential preoperative MRSA colonization, or patients with cephalosporin allergy.
6.Influence of serum alpha-fetoprotein and CA19-9 on the prognosis of patients with combined hepatocellular-cholangiocarcinoma after radical surgery
Hongjian ZHANG ; Xiaohui DUAN ; Heng ZHANG ; Jianpei XUYANG ; Yuhao QING ; Zicheng WANG ; Xianhai MAO
Chinese Journal of Hepatobiliary Surgery 2025;31(2):87-91
Objective:To analyze the impact of serum alpha-fetoprotein (AFP) and carbohydrate antigen 19-9 (CA19-9) on the prognosis of patients with combined hepatocellular-cholangiocarcinoma (CHC) after radical surgery.Methods:Clinical data of 100 patients diagnosed with CHC by postoperative pathology in Hunan Provincial People's Hospital from January 2009 to January 2019 were retrospectively analyzed, including 73 males and 27 females, aged (52.0±10.9) years. Univariate and multivariate Cox regression analysis were conducted to try to find out the effects of AFP and CA19-9 on postoperative disease-free survival (DFS) of patients with CHC. Subgroup analysis was also performed to analyze the DFS among patients with different levels of AFP and CA19-9. Kaplan-Meier method and log-rank test were used to plot and compare the survival curves between groups.Results:Univariate analysis showed that levels of AFP, CA19-9, alanine transaminase, aspartate transaminase, American Joint Committee on Cancer (AJCC) TNM staging, portal vein invasion, tumor number are associated with postoperative DFS in CHC patients (all P<0.05). The multivariate Cox analysis showed that AFP≥20.6 μg/L ( HR=6.686, 95% CI: 1.985-9.582), CA19-9≥35.2 U/L ( HR=5.790, 95% CI: 1.197-8.855), AJCC tumor TNM staging stage Ⅱ( HR=6.384, 95% CI: 2.069-11.532), and portal vein invasion ( HR=2.384, 95% CI: 1.100-10.125) were risk factors for a shortened DFS in CHC patients after surgery (all P<0.05). Subgroup analysis showed that patients with AFP≥20.6 μg/L and CA19-9≥35.2 U/L ( n=14) had a lower DFS compared to patients with AFP<20.6 μg/L and CA19-9≥35.2 U/L ( n=32), and patients with AFP≥20.6 μg/L and CA19-9<35.2 U/L ( n=20) ( χ2=6.23, 4.98, P=0.014, 0.043). Conclusion:AFP and CA19-9 are risk factors for DFS in CHC patients. Patients with AFP≥20.6 μg/L and CA19-9≥35.2 U/L showed a worse prognosis.
7.Preparation and Evaluation of Poloxamer/Carbopol In-Situ Gel Loaded with Quercetin: In-Vitro Drug Release and Cell Viability Study
Pinxuan ZHENG ; Xueying LIU ; Yanqing JIAO ; Xuran MAO ; Zhaorong ZONG ; Qi JIA ; Heng Bo JIANG ; Eui-Seok LEE ; Qi CHEN
Tissue Engineering and Regenerative Medicine 2024;21(8):1153-1171
BACKGROUND:
Periodontitis is a severe chronic inflammatory disease, whose traditional systemic antimicrobial therapy faces great limitations. In-situ gels provide an effective solution as an emerging local drug delivery system.
METHODS:
In this study, the novel thermosensitive poloxamer/carbopol in-situ gels loaded with 20 lmol/L quercetin for the treatment of periodontitis were prepared by cold method. Thirteen batches of in-situ gels based on two independent factors (X1 : poloxamer 407 and X2 : carbopol 934P) were designed and optimized by the statistical method of central composite design (CCD). The transparency, pH, injectability, viscosity, gelation temperature, gelation time, elasticity modulus, degradation rate and in-vitro drug release studies of the batches were evaluated, and the percentage of drug release in the first hour, the time required for 90% drug release, gelation temperature, and gelation time were selected as dependent variables.
RESULTS:
These two independent factors significantly affected the four dependent variables (p < 0.05). The optimization result displayed that the optimized concentration of poloxamer 407 was 20.84% (w/v), and carbopol 934P was 0.5% (w/v). The optimized formulation showed a clear appearance (++), acceptable injectability (Pass), viscosity(151,798 mPa s), gelation temperature (36 °C), gelation time (213 s), preferable cell viability and cell proliferation, conformed to first-order release kinetics, and had a significant antibacterial effect.
CONCLUSIONS
The article demonstrates the great potential of the quercetin in-situ gel as an effective treatment for periodontitis.
8.Preparation and Evaluation of Poloxamer/Carbopol In-Situ Gel Loaded with Quercetin: In-Vitro Drug Release and Cell Viability Study
Pinxuan ZHENG ; Xueying LIU ; Yanqing JIAO ; Xuran MAO ; Zhaorong ZONG ; Qi JIA ; Heng Bo JIANG ; Eui-Seok LEE ; Qi CHEN
Tissue Engineering and Regenerative Medicine 2024;21(8):1153-1171
BACKGROUND:
Periodontitis is a severe chronic inflammatory disease, whose traditional systemic antimicrobial therapy faces great limitations. In-situ gels provide an effective solution as an emerging local drug delivery system.
METHODS:
In this study, the novel thermosensitive poloxamer/carbopol in-situ gels loaded with 20 lmol/L quercetin for the treatment of periodontitis were prepared by cold method. Thirteen batches of in-situ gels based on two independent factors (X1 : poloxamer 407 and X2 : carbopol 934P) were designed and optimized by the statistical method of central composite design (CCD). The transparency, pH, injectability, viscosity, gelation temperature, gelation time, elasticity modulus, degradation rate and in-vitro drug release studies of the batches were evaluated, and the percentage of drug release in the first hour, the time required for 90% drug release, gelation temperature, and gelation time were selected as dependent variables.
RESULTS:
These two independent factors significantly affected the four dependent variables (p < 0.05). The optimization result displayed that the optimized concentration of poloxamer 407 was 20.84% (w/v), and carbopol 934P was 0.5% (w/v). The optimized formulation showed a clear appearance (++), acceptable injectability (Pass), viscosity(151,798 mPa s), gelation temperature (36 °C), gelation time (213 s), preferable cell viability and cell proliferation, conformed to first-order release kinetics, and had a significant antibacterial effect.
CONCLUSIONS
The article demonstrates the great potential of the quercetin in-situ gel as an effective treatment for periodontitis.
9.Preparation and Evaluation of Poloxamer/Carbopol In-Situ Gel Loaded with Quercetin: In-Vitro Drug Release and Cell Viability Study
Pinxuan ZHENG ; Xueying LIU ; Yanqing JIAO ; Xuran MAO ; Zhaorong ZONG ; Qi JIA ; Heng Bo JIANG ; Eui-Seok LEE ; Qi CHEN
Tissue Engineering and Regenerative Medicine 2024;21(8):1153-1171
BACKGROUND:
Periodontitis is a severe chronic inflammatory disease, whose traditional systemic antimicrobial therapy faces great limitations. In-situ gels provide an effective solution as an emerging local drug delivery system.
METHODS:
In this study, the novel thermosensitive poloxamer/carbopol in-situ gels loaded with 20 lmol/L quercetin for the treatment of periodontitis were prepared by cold method. Thirteen batches of in-situ gels based on two independent factors (X1 : poloxamer 407 and X2 : carbopol 934P) were designed and optimized by the statistical method of central composite design (CCD). The transparency, pH, injectability, viscosity, gelation temperature, gelation time, elasticity modulus, degradation rate and in-vitro drug release studies of the batches were evaluated, and the percentage of drug release in the first hour, the time required for 90% drug release, gelation temperature, and gelation time were selected as dependent variables.
RESULTS:
These two independent factors significantly affected the four dependent variables (p < 0.05). The optimization result displayed that the optimized concentration of poloxamer 407 was 20.84% (w/v), and carbopol 934P was 0.5% (w/v). The optimized formulation showed a clear appearance (++), acceptable injectability (Pass), viscosity(151,798 mPa s), gelation temperature (36 °C), gelation time (213 s), preferable cell viability and cell proliferation, conformed to first-order release kinetics, and had a significant antibacterial effect.
CONCLUSIONS
The article demonstrates the great potential of the quercetin in-situ gel as an effective treatment for periodontitis.
10.Postoperative pulmonary infection in elderly patients with hip fracture:construction of a nomogram model for influencing factors and risk prediction
Haotian WANG ; Mao WU ; Junfeng YANG ; Yang SHAO ; Shaoshuo LI ; Heng YIN ; Hao YU ; Guopeng WANG ; Zhi TANG ; Chengwei ZHOU ; Jianwei WANG
Chinese Journal of Tissue Engineering Research 2024;28(36):5785-5792
BACKGROUND:Establishing a nomogram prediction model for postoperative pulmonary infection in hip fractures and taking early intervention measures is crucial for improving patients'quality of life and reducing medical costs. OBJECTIVE:To construct a nomogram risk prediction model of postoperative pulmonary infection in elderly patients with hip fracture,and provide theoretical basis for feasible prevention and early intervention. METHODS:Case data of 305 elderly patients with hip fractures who underwent surgical treatment at Wuxi Traditional Chinese Medicine Hospital Affiliated to Nanjing University of Chinese Medicine between January and October 2020(training set)were retrospectively analyzed.Using univariate and multivariate logistic regression analysis and Hosmer-Lemeshow goodness of fit test,receiver operating characteristic curve was utilized to analyze the diagnostic predictive efficacy of independent risk factors and joint models for postoperative pulmonary infections.Tools glmnet,pROC,and rms in R Studio software were applied to construct a nomogram model for predicting the risk of postoperative pulmonary infection in elderly patients with hip fractures,and calibration curves were further drawn to verify the predictive ability of the nomogram model.Receiver operating characteristic curves,calibration curves,and decision curves were analyzed for 133 elderly patients with hip fractures(validation set)receiving surgery at the same hospital from November 2022 to March 2023 to further predict the predictive ability of the nomogram model. RESULTS AND CONCLUSION:(1)The postoperative pulmonary infection rate in elderly patients with hip fractures in this group was 9.18%(28/305).(2)Single factor and multivariate analysis,as well as forest plots,showed that preoperative hospitalization days,leukocyte count,hypersensitive C-reactive protein,and serum sodium levels were independent risk factors(P<0.05).The Hosmer-Lemeshow goodness of fit test showed good fit(χ2=4.57,P=0.803).Receiver operating characteristic curve analysis was conducted on the independent risk factors and their joint models mentioned above,and the differentiation of each independent risk factor and joint model was good,with statistical significance(P<0.05).(3)The graphical calibration method,C-index,and decision curve were used to validate the nomogram prediction model.The predicted calibration curve was located between the standard curve and the acceptable line,and the predicted risk of the nomogram model was consistent with the actual risk.(4)The validation set used receiver operating characteristic curve,graphic calibration method,and decision curve to validate the prediction model.The results showed good consistency with clinical practice,indicating that the model had a good fit.The nomogram risk prediction model constructed for postoperative pulmonary infection in elderly patients with hip fractures has good predictive performance.The use of the nomogram risk prediction model can screen high-risk populations and provide a theoretical basis for early intervention.

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