1.Application of the Bayesian mixture model based on a principal stra-tum strategy in clinical trials
Yiwen WU ; Yue SUN ; Zixuan LU ; Jiahe PAN ; Er YU ; Hongmei WO ; Shaowen TANG ; Yang ZHAO ; Juncheng DAI ; Honggang YI
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(7):942-949
AIM:To evaluate the application effec-tiveness of a Bayesian mixture model based on the principal stratum strategy for estimating the com-plier average causal effect(CACE)in clinical trials with non-compliance.METHODS:Using a non-infe-riority randomized controlled trial investigating a novel drug for primary type 2 diabetes mellitus(non-inferiority margin:-0.4)as a case study,the primary analysis applied a Bayesian mixture model under the monotonicity assumption to estimate CACE of between-group differences in glycated he-moglobin(HbA1c)changes within the compliant stratum,followed by non-inferiority testing.Sensi-tivity analyses included a Bayesian mixture model relaxing the monotonicity assumption and compar-ing results with per-protocol set(PPS)analysis.RE-SULTS:In the primary analysis,the posterior mean of CACE for HbA1c change in the compliant stratum was 0.081%,with a one-sided 97.5%credible inter-val lower bound of-0.124,exceeding the non-infe-riority margin(-0.4%),supporting the non-inferiori-ty efficacy of the novel drug in the compliant stra-tum(P(H1|Data)=1).Consistent findings were ob-served in PPS analyses(estimated effect:0.136%;one-sided 97.5%credible interval lower bound:-0.069%),further validating methodological robust-ness.CONCLUSION:In clinical trials with noncom-pliance as an intercurrent event,the Bayesian mix-ture model under the principal stratum strategy ef-fectively adjusts for compliance-related bias and yields conservative,robust estimates of causal ef-fects,supporting its value in efficacy evaluation un-der complex compliance scenarios.
2.Study on mechanical stability of maxillary LeFort Ⅰ type osteotomy after fixation with mortise and tenon and absorbable plate
Yankun ZHANG ; Zixuan SHEN ; Ran ZHANG ; Lijia DONG ; Yu TIAN ; Li LU ; Mingliang YANG ; Guangqi YAN
Chinese Journal of Stomatology 2025;60(6):635-643
Objective:To evaluate the mechanical stability of the bone block after LeFort Ⅰ osteotomy with maxillary advancement using absorbable plates fixed with tenon-and-mortise structures.Methods:This study developed three finite element models: one for the maxillary LeFort Ⅰ osteotomy with anterior advancement fixed with absorbable plates (Model 1); another for the maxillary LeFort Ⅰ osteotomy with anterior advancement fixed with absorbable plates assisted by tenon-and-mortise structures (Model 2); and the last one for the maxillary LeFort Ⅰ osteotomy with anterior advancement fixed with titanium plates and screws (Model 3). Simulated occlusal forces were applied on the anterior and posterior teeth in each model. The displacement changes of the nasal-palatine point (NP) and posterior nasal spine point (PNS) in the finite element coordinate system were compared and analyzed. The Mises equivalent stress distributions of the metal and absorbable plates were also examined to assess the mechanical stability of the three finite element models. Clinical data from 45 patients with dentofacial deformities treated from January 2017 to January 2023 at the Stomatology Hospital of China Medical University were collected. The age of the patients was 21±3 years. Among these, 15 patients had absorbable plates for fixation, 15 had absorbable plates assisted by tenon-and-mortise structures, and 15 had titanium plates and screws fixation after maxillary advancement. All patients underwent preoperative (T0), postoperative 3 days (T1), and 6 months (T2) spiral CT scans. The CT data in DICOM format were input into digital software, which was used to calculate the distances from the NP and PNS points to the horizontal plane (HP), right sagittal plane (FZSR), and coronal plane (CP) at T1 and T2. The distances at T1 and T2 were statistically analyzed using the Wilcoxon signed-rank test with SPSS 20.0, and a P value of<0.05 was considered statistically significant.Results:The finite element analysis showed that in the absorbable plate-only fixation group, the maximum displacement of the NP point (mm) under anterior and posterior tooth force conditions were 0.6 and 0.12, respectively, and for the PNS point, the maximum displacements were 0.5 and 0.11. In the tenon-and-mortise-assisted absorbable plate fixation group, the displacement of the NP point was 0.40 and 0.02 mm, and the displacement of the PNS point was 0.5 and 0.015 mm. In the titanium plate-screw fixation group, the NP point displacement was 0.33 and 0.055 mm, and the PNS point displacement was 0.16 and 0.1 mm. The Mises equivalent stress on the absorbable plates with tenon-and-mortise structure was significantly lower than that in the absorbable plate-only fixation group, while the titanium plate experienced the highest Mises equivalent stress. The clinical data analysis showed that in the horizontal direction, the postoperative stability of the three fixation methods was similar. However, in the vertical and anterior-posterior directions, the absorbable plate-only fixation group showed significant differences in the distances of PNS-HP, PNS-CP, and NP-CP between T1 and T2 ( P=0.018, P=0.009, P=0.017), suggesting significant postoperative bone displacement. In contrast, the tenon-and-mortise-assisted absorbable plate fixation group and the titanium plate-screw fixation group showed no significant differences in displacement during surgery and postoperatively(all P>0.05), demonstrating higher stability. Conclusions:The tenon-and-mortise-assisted absorbable plate fixation provides comparable stability to titanium plate fixation in clinical results, and it is more stable than absorbable plate-only fixation. In the mechanical study, when force was applied on the anterior teeth, the stability of the tenon-and-mortise-assisted absorbable plate fixation was slightly less than that of titanium plate fixation, but when posterior teeth were used, its stability exceeded both titanium plate fixation and absorbable plate-only fixation. The tenon-and-mortise-assisted absorbable plate fixation serves as an effective alternative to titanium plate fixation after LeFort Ⅰ osteotomy.
3.The application of sequential analysis for continuous post-market vaccine safety surveillance
Zixuan LU ; Musu LI ; Jiahe PAN ; Yiwen WU ; Huilin LI ; Er YU ; Hongmei WO ; Shaowen TANG ; Yang ZHAO ; Juncheng DAI ; Honggang YI
Chinese Journal of Epidemiology 2025;46(3):514-518
To explore the application of sequential analysis in post-market safety dynamic surveillance of vaccines. Under the dynamic monitoring data of vaccines post-market approval, this research introduces the fundamental principles of maximizing sequential probability ratio test (MaxSPRT) and Bayesian sequential analysis, employing R software. Through an example of dynamic safety monitoring data of vaccines post-market approval, we analyze using the MaxSPRT and Bayesian sequential analysis. The MaxSPRT identified a safety signal in week 4 ( P<0.05), while Bayesian sequential analysis indicated that the 95% highest density interval for the RR value at week 4 is 1.13-3.27, suggesting the first appearance of a safety signal at week 4. The MaxSPRT and Bayesian sequential analysis effectively leverage continuously accumulating dynamic monitoring data, thereby serving as a valuable method for post-market safety surveillance of vaccines.
4.Mechanism of Jiangu Formula in treating osteoporosis based on osteoclast-osteoblast coupling
Xiuli LU ; Huazhen XU ; Yuxing CHEN ; Nan YAO ; Zixuan HU ; Dane HUANG
Chinese Journal of Tissue Engineering Research 2025;29(32):6828-6835
BACKGROUND:Previous studies have found that Jiangu Formula can play a dual role in anti-osteoporosis therapy by inhibiting bone resorption and promoting bone formation,but its mechanism of action has not been elucidated.OBJECTIVE:To investigate the effect of Jiangu Formula on the coupling mechanism between bone resorption and bone formation at the cellular and molecular levels.METHODS:Serum containing Jiangu Formula was prepared and its toxicity to bone marrow derived macrophages was determined using MTT assay.The cell proliferation ability of MC3T3-E1 cells that treated Jiangu Formula medicated serum was measured by using cell counting kit-8 method.Tartrate resistant acid phosphatase staining was used to determine the bone resorption inhibition effect of serum containing Jiangu Formula on osteoclast differentiation.The Jiangu Fang conditional culture medium was prepared and the promoting effect of the conditional culture medium on bone formation of MC3T3-E1 was determined through alkaline phosphatase staining.The effect of serum containing Jiangu Formula on the mRNA levels of osteoclast associated sphingosine kinase 2,collagen triple helix repeat containing 1,and slit homolog 3 coupled genes,as well as the effect of conditioned culture medium on the mRNA levels of bone formation related secreted phosphoprotein 1,alkaline phosphatase,Sp7 transcription factor,and secreted protein acidic and rich in cysteine genes,were determined by RT-qPCR method.RESULTS AND CONCLUSION:(1)The MTT and cell counting kit-8 methods showed that serum containing Jiangu Formula had no significant cytotoxic effects at a concentration of<5%.(2)Tartrate resistant acid phosphatase staining results indicated that serum containing Jiangu Formula dose-dependently inhibited osteoclast differentiation at 2.5%,1.25%,and 0.63%concentrations.(3)The alkaline phosphatase staining results showed that the osteoclast conditioned medium of Jiangu Formula promoted osteoblast differentiation in a dose-dependent manner.(4)In addition,RT-qPCR results showed that serum containing 0.63%Jiangu Formula could increase the mRNA levels of osteoclast derived slit homolog 3 and sphingosine kinase 2 coupling factors,and the conditional culture medium could increase the mRNA expression levels of bone formation related secreted phosphoprotein 1,Sp7 transcription factor,and secreted protein acidic and rich in cysteine.To conclude,the serum containing Jiangu Formula can promote bone formation while inhibiting bone resorption,and its mechanism may be related to the mRNA expression of the coupling factors osteoclast derived slit homolog 3 and sphingosine kinase 2 that promote bone resorption and bone formation.
5.Study on mechanical stability of maxillary LeFort Ⅰ type osteotomy after fixation with mortise and tenon and absorbable plate
Yankun ZHANG ; Zixuan SHEN ; Ran ZHANG ; Lijia DONG ; Yu TIAN ; Li LU ; Mingliang YANG ; Guangqi YAN
Chinese Journal of Stomatology 2025;60(6):635-643
Objective:To evaluate the mechanical stability of the bone block after LeFort Ⅰ osteotomy with maxillary advancement using absorbable plates fixed with tenon-and-mortise structures.Methods:This study developed three finite element models: one for the maxillary LeFort Ⅰ osteotomy with anterior advancement fixed with absorbable plates (Model 1); another for the maxillary LeFort Ⅰ osteotomy with anterior advancement fixed with absorbable plates assisted by tenon-and-mortise structures (Model 2); and the last one for the maxillary LeFort Ⅰ osteotomy with anterior advancement fixed with titanium plates and screws (Model 3). Simulated occlusal forces were applied on the anterior and posterior teeth in each model. The displacement changes of the nasal-palatine point (NP) and posterior nasal spine point (PNS) in the finite element coordinate system were compared and analyzed. The Mises equivalent stress distributions of the metal and absorbable plates were also examined to assess the mechanical stability of the three finite element models. Clinical data from 45 patients with dentofacial deformities treated from January 2017 to January 2023 at the Stomatology Hospital of China Medical University were collected. The age of the patients was 21±3 years. Among these, 15 patients had absorbable plates for fixation, 15 had absorbable plates assisted by tenon-and-mortise structures, and 15 had titanium plates and screws fixation after maxillary advancement. All patients underwent preoperative (T0), postoperative 3 days (T1), and 6 months (T2) spiral CT scans. The CT data in DICOM format were input into digital software, which was used to calculate the distances from the NP and PNS points to the horizontal plane (HP), right sagittal plane (FZSR), and coronal plane (CP) at T1 and T2. The distances at T1 and T2 were statistically analyzed using the Wilcoxon signed-rank test with SPSS 20.0, and a P value of<0.05 was considered statistically significant.Results:The finite element analysis showed that in the absorbable plate-only fixation group, the maximum displacement of the NP point (mm) under anterior and posterior tooth force conditions were 0.6 and 0.12, respectively, and for the PNS point, the maximum displacements were 0.5 and 0.11. In the tenon-and-mortise-assisted absorbable plate fixation group, the displacement of the NP point was 0.40 and 0.02 mm, and the displacement of the PNS point was 0.5 and 0.015 mm. In the titanium plate-screw fixation group, the NP point displacement was 0.33 and 0.055 mm, and the PNS point displacement was 0.16 and 0.1 mm. The Mises equivalent stress on the absorbable plates with tenon-and-mortise structure was significantly lower than that in the absorbable plate-only fixation group, while the titanium plate experienced the highest Mises equivalent stress. The clinical data analysis showed that in the horizontal direction, the postoperative stability of the three fixation methods was similar. However, in the vertical and anterior-posterior directions, the absorbable plate-only fixation group showed significant differences in the distances of PNS-HP, PNS-CP, and NP-CP between T1 and T2 ( P=0.018, P=0.009, P=0.017), suggesting significant postoperative bone displacement. In contrast, the tenon-and-mortise-assisted absorbable plate fixation group and the titanium plate-screw fixation group showed no significant differences in displacement during surgery and postoperatively(all P>0.05), demonstrating higher stability. Conclusions:The tenon-and-mortise-assisted absorbable plate fixation provides comparable stability to titanium plate fixation in clinical results, and it is more stable than absorbable plate-only fixation. In the mechanical study, when force was applied on the anterior teeth, the stability of the tenon-and-mortise-assisted absorbable plate fixation was slightly less than that of titanium plate fixation, but when posterior teeth were used, its stability exceeded both titanium plate fixation and absorbable plate-only fixation. The tenon-and-mortise-assisted absorbable plate fixation serves as an effective alternative to titanium plate fixation after LeFort Ⅰ osteotomy.
6.The application of sequential analysis for continuous post-market vaccine safety surveillance
Zixuan LU ; Musu LI ; Jiahe PAN ; Yiwen WU ; Huilin LI ; Er YU ; Hongmei WO ; Shaowen TANG ; Yang ZHAO ; Juncheng DAI ; Honggang YI
Chinese Journal of Epidemiology 2025;46(3):514-518
To explore the application of sequential analysis in post-market safety dynamic surveillance of vaccines. Under the dynamic monitoring data of vaccines post-market approval, this research introduces the fundamental principles of maximizing sequential probability ratio test (MaxSPRT) and Bayesian sequential analysis, employing R software. Through an example of dynamic safety monitoring data of vaccines post-market approval, we analyze using the MaxSPRT and Bayesian sequential analysis. The MaxSPRT identified a safety signal in week 4 ( P<0.05), while Bayesian sequential analysis indicated that the 95% highest density interval for the RR value at week 4 is 1.13-3.27, suggesting the first appearance of a safety signal at week 4. The MaxSPRT and Bayesian sequential analysis effectively leverage continuously accumulating dynamic monitoring data, thereby serving as a valuable method for post-market safety surveillance of vaccines.
7.Application of the Bayesian mixture model based on a principal stra-tum strategy in clinical trials
Yiwen WU ; Yue SUN ; Zixuan LU ; Jiahe PAN ; Er YU ; Hongmei WO ; Shaowen TANG ; Yang ZHAO ; Juncheng DAI ; Honggang YI
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(7):942-949
AIM:To evaluate the application effec-tiveness of a Bayesian mixture model based on the principal stratum strategy for estimating the com-plier average causal effect(CACE)in clinical trials with non-compliance.METHODS:Using a non-infe-riority randomized controlled trial investigating a novel drug for primary type 2 diabetes mellitus(non-inferiority margin:-0.4)as a case study,the primary analysis applied a Bayesian mixture model under the monotonicity assumption to estimate CACE of between-group differences in glycated he-moglobin(HbA1c)changes within the compliant stratum,followed by non-inferiority testing.Sensi-tivity analyses included a Bayesian mixture model relaxing the monotonicity assumption and compar-ing results with per-protocol set(PPS)analysis.RE-SULTS:In the primary analysis,the posterior mean of CACE for HbA1c change in the compliant stratum was 0.081%,with a one-sided 97.5%credible inter-val lower bound of-0.124,exceeding the non-infe-riority margin(-0.4%),supporting the non-inferiori-ty efficacy of the novel drug in the compliant stra-tum(P(H1|Data)=1).Consistent findings were ob-served in PPS analyses(estimated effect:0.136%;one-sided 97.5%credible interval lower bound:-0.069%),further validating methodological robust-ness.CONCLUSION:In clinical trials with noncom-pliance as an intercurrent event,the Bayesian mix-ture model under the principal stratum strategy ef-fectively adjusts for compliance-related bias and yields conservative,robust estimates of causal ef-fects,supporting its value in efficacy evaluation un-der complex compliance scenarios.
8.Mechanism of Jiangu Formula in treating osteoporosis based on osteoclast-osteoblast coupling
Xiuli LU ; Huazhen XU ; Yuxing CHEN ; Nan YAO ; Zixuan HU ; Dane HUANG
Chinese Journal of Tissue Engineering Research 2025;29(32):6828-6835
BACKGROUND:Previous studies have found that Jiangu Formula can play a dual role in anti-osteoporosis therapy by inhibiting bone resorption and promoting bone formation,but its mechanism of action has not been elucidated.OBJECTIVE:To investigate the effect of Jiangu Formula on the coupling mechanism between bone resorption and bone formation at the cellular and molecular levels.METHODS:Serum containing Jiangu Formula was prepared and its toxicity to bone marrow derived macrophages was determined using MTT assay.The cell proliferation ability of MC3T3-E1 cells that treated Jiangu Formula medicated serum was measured by using cell counting kit-8 method.Tartrate resistant acid phosphatase staining was used to determine the bone resorption inhibition effect of serum containing Jiangu Formula on osteoclast differentiation.The Jiangu Fang conditional culture medium was prepared and the promoting effect of the conditional culture medium on bone formation of MC3T3-E1 was determined through alkaline phosphatase staining.The effect of serum containing Jiangu Formula on the mRNA levels of osteoclast associated sphingosine kinase 2,collagen triple helix repeat containing 1,and slit homolog 3 coupled genes,as well as the effect of conditioned culture medium on the mRNA levels of bone formation related secreted phosphoprotein 1,alkaline phosphatase,Sp7 transcription factor,and secreted protein acidic and rich in cysteine genes,were determined by RT-qPCR method.RESULTS AND CONCLUSION:(1)The MTT and cell counting kit-8 methods showed that serum containing Jiangu Formula had no significant cytotoxic effects at a concentration of<5%.(2)Tartrate resistant acid phosphatase staining results indicated that serum containing Jiangu Formula dose-dependently inhibited osteoclast differentiation at 2.5%,1.25%,and 0.63%concentrations.(3)The alkaline phosphatase staining results showed that the osteoclast conditioned medium of Jiangu Formula promoted osteoblast differentiation in a dose-dependent manner.(4)In addition,RT-qPCR results showed that serum containing 0.63%Jiangu Formula could increase the mRNA levels of osteoclast derived slit homolog 3 and sphingosine kinase 2 coupling factors,and the conditional culture medium could increase the mRNA expression levels of bone formation related secreted phosphoprotein 1,Sp7 transcription factor,and secreted protein acidic and rich in cysteine.To conclude,the serum containing Jiangu Formula can promote bone formation while inhibiting bone resorption,and its mechanism may be related to the mRNA expression of the coupling factors osteoclast derived slit homolog 3 and sphingosine kinase 2 that promote bone resorption and bone formation.
9.Research on the diagnosis and treatment path of acute vestibular syndrome patients under the concept of humanistic care
Yingying LIU ; Yanning YUN ; Qun WU ; Pan YANG ; Zixuan YUN ; Li LU ; Juanli XING
Chinese Medical Ethics 2024;37(4):466-469
At present,there are many difficulties in the diagnosis and treatment of acute vestibular syndrome(AVS).For example,complex and difficult identification of the cause of disease,uneven diagnosis and treatment levels of clinical doctors,weak humanistic care awareness,lack of communication skills,intrinsic affinity and other reasons,which make it difficult for AVS patients in the process of diagnosis and treatment,and cannot receive timely and effective treatment,resulting in an exacerbation of doctor-patient conflicts.Therefore,it is recommended to explore new paths of AVS diagnosis and treatment work using the humanistic care concept,respect each other between doctors and patients,build a team of medical staff with the value orientation of"humanistic care",and promote the organic unity of theory and practice of"humanistic care",with a view to better promoting the implementation of AVS diagnosis and treatment work,helping more patients rebuild confidence,enhancing quality of life,and improving the doctor-patient relationship.
10.Clinicopathological features and prognosis of non-clear cell renal cell carcinoma in young patients aged 18-40 years
Shiying TANG ; Zixuan XUE ; Jinghan DONG ; Min QIU ; Xiaojun TIAN ; Min LU ; Shudong ZHANG ; Lulin MA
Journal of Modern Urology 2024;29(1):60-64
【Objective】 To summarize the clinicopathological features and prognosis of young patients (18-40 years old) with non-clear cell renal cell carcinoma (nccRCC) treated in a single center to provide reference for the diagnosis and treatment of similar patients. 【Methods】 Clinical data of 113 nccRCC patients treated during Jan. 2012 and Aug. 2022 were retrospectively analyzed, including 57 males (50.4%) and 56 females (49.6%). The average age of onset was (31.6±5.8) years. Among all patients, 57 had lesions (50.4%) on the left side, and 56 (49.6%) on the right side. Young patients undergoing renal cancer surgery accounted for approximately 12.4% of the total number of renal cancer patients undergoing surgery, and nccRCC accounted for 34.8% of the total number of cases. 【Results】 Minimally invasive surgery (laparoscopic or robot-assisted) was performed in 102 cases (90.3%), and open surgery in 11 cases (9.7%). Fifty-five cases (48.7%) underwent partial nephrectomy and 58 (51.3%) radical nephrectomy. Among them, 11 patients (9.7%) developed tumor thrombi. All surgeries were successful with no serious complications. The pathological types included 32 cases (28.3%) of chromophobe renal cell carcinoma, 25 cases (22.1%) of MiT family translocation renal cell carcinoma, and 20 cases (17.7%) of papillary renal cell carcinoma. The total proportion of the three pathological subtypes reached 68.1%. After 46 (2-115) months of follow-up, 8 cases (7.8%, 8/102) developed tumor metastasis and 2 died. 【Conclusion】 The nccRCC is rare in young patients. The major pathological type is chromophobe, and the major treatment method is minimally invasive surgery. Most pathological types have good long-term prognosis, while patients with tumor thrombi have a high risk of metastasis and poor prognosis.

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