1.Influencing Factors Analysis of the Dynamic Trajectories of Fasting Blood Glucose-Insulin Resistance in Patients With Type 2 Diabetes Mellitus
Xinyuan CUI ; Bojin XU ; Haiping ZHOU ; Juan DU ; Xiaoxu GE ; Yubin TANG ; Shan HUANG ; Wenfang PENG
Journal of Sun Yat-sen University(Medical Sciences) 2026;47(1):162-171
ObjectiveTo explore the long-term dynamic trajectories of fasting blood glucose (FBG) and insulin resistance (IR) in patients with type 2 diabetes mellitus (T2DM) and their influencing factors. MethodsThis retrospective cohort study included 1 896 T2DM patients registered at Tongren Hospital from May 2020 to May 2025. Based on longitudinal follow-up data of FBG and fasting insulin, joint latent class mixed models (JLMM) were applied to identify FBG-IR trajectories. Univariate and multinomial logistic regression was used to examine demographic characteristics, lifestyle, and clinical determinants of trajectory type. ResultsFour distinct FBG-IR trajectories were identified: stable FBG-IR (9.76%), rising FBG-stable IR (5.01%), stable FBG-elevated IR (75.90%), and elevated FBG-IR (9.34%). Compared with the stable FBG-IR group, age ≥60 years was protective against the elevated FBG-stable IR trajectory (OR=0.55, 95%CI:0.33-0.92, P=0.023). Highereducation increased the risk of stable FBG-elevated IR (OR=1.40, 95%CI:1.01-1.94, P=0.046). Abnormal blood pressure was associated with lower risks of stable FBG-elevated IR (OR=0.66, 95%CI:0.48-0.92, P=0.013) and elevated FBG-IR (OR=0.48, 95%CI:0.31-0.74, P=0.001). Non-drinkers were less likely to belong to the stable FBG-elevated IR trajectory (OR=0.39, 95%CI:0.16-0.95, P=0.038). ConclusionsThe evolution trajectory of FBG and IR in T2DM patients shows significant heterogeneity. The majority of patients have a deterioration of IR first. Age, education level, blood pressure, and alcohol consumption are the main influencing factors. Joint assessment of FBG and IR is helpful for early identification of high-risk individuals and guiding individualized intervention.
2.Study on influencing factors and a risk prediction model for adverse drug reactions associated with Semaglutide injection
Juanjuan HUANG ; Meiyi LYU ; Haiping HE
China Pharmacy 2026;37(20):2718-2724
OBJECTIVE To analyze the influencing factors of adverse drug reactions (ADRs) related to Semaglutide injection, construct a risk prediction model, and provide a reference for individualized treatment.METHODS Patients diagnosed with type 2 diabetes and/or obesity or overweight who also had at least one weight-related complication and were treated at our hospital for the first time with Semaglutide injection from April 2024 to December 2025 were followed up for 6 months to analyze the incidence of related ADRs. Using a 7∶3 stratified random sampling method, the enrolled patients were divided into a training set (216 cases) and a validation set (93 cases). With the occurrence of ADRs as the dependent variable, univariate analysis was performed on the training set; the least absolute shrinkage and selection operator (LASSO) regression analysis was used to screen predictive variables in the training set, and multivariate Logistic regression analysis was employed to identify independent risk factors for the occurrence of semaglutide-related ADRs. A risk prediction model was constructed based on the regression coefficients obtained from the multivariate Logistic regression analysis, and a nomogram was generated. The predictive performance of the model was evaluated in both the training and validation sets using receiver operating characteristic (ROC) curves, decision curve analysis (DCA), and calibration curves.RESULTS A total of 309 patients were enrolled, of whom 165 (53.40%) experienced semaglutide-related ADRs; the time to onset was 4.20 (2.04, 6.53) days after initiation of treatment, with gastrointestinal discomfort being the most common manifestation. ADRs were predominantly mild to moderate in severity, and 15 patients (4.85%) discontinued treatment due to intolerance of the ADRs. Univariate analysis and LASSO regression analysis based on the training set identified seven predictive variables: gender, duration of diabetes, baseline fasting blood glucose (FBG), baseline glycated hemoglobin (HbA1c), concomitant use of basal insulin, concomitant use of acarbose, and concomitant use of antiplatelet drugs. Results of multivariate Logistic regression analysis showed that female gender, baseline FBG≥11.1 mmol/L, baseline HbA1c≥9.0%, and concomitant use of acarbose were independent risk factors for the occurrence of semaglutide-related ADRs (odds ratios of 2.11, 18.11, 0.11, and 0.10, respectively; P <0.05). Evaluation of the constructed risk prediction model showed that the areas under the ROC curves for the training and validation sets were 0.82 and 0.81, respectively; within the corresponding threshold probability ranges (0-0.80 and 0-0.75), the clinical net benefit of using this model was greater than that of the “full intervention” or “no intervention” strategies. The unadjusted and bias-corrected calibration curves for both sets coincided with the ideal calibration curves ( P values for the Hosmer-Lemeshow test were all greater than 0.05).CONCLUSIONS Semaglutide-related ADRs occur predominantly in the early stages of treatment, with gastrointestinal discomfort as the main clinical manifestation. Female gender and baseline FBG≥11.1 mmol/L are independent risk factors for ADRs, while baseline HbA1c≥9.0% and concomitant use of acarbose are independent protective factors. The developed risk prediction model demonstrates good discrimination, consistency and clinical utility, and can be used to predict the risk of ADRs associated with Semaglutide injection in clinical practice.
3.Current status and influencing factors of family resilience in children with autism
Dandan DING ; Yiru ZHU ; Haiping XU ; Xiaoyan DU ; Xuehan LI ; Lijie HUANG
Chinese Journal of Practical Nursing 2025;41(10):754-759
Objective:To understand the current status of family resilience in children with autism and explore its influencing factors, providing a basis for developing intervention measures to improve family resilience in these families.Methods:Convenience sampling was used to select children with autism and their caregivers who underwent rehabilitation training at the Department of Child Developmental Behavior, Third Affiliated Hospital of Zhengzhou University from March to September 2023. A cross-sectional survey was conducted using a general information questionnaire, the Chinese version of the Family Resilience Assessment Scale, the Chinese version of the Parenting Burnout Scale, and the Caregiver Stress Scale.Results:A total of 280 questionnaires were distributed, and 271 valid questionnaires were collected. Among the 271 children with autism, 210 were male and 61 were female, with the majority aged 3-5 years old (169 cases). Among the 271 caregivers, 21 were male and 250 were female, with the majority aged 30-39 years old (149 cases). The total score of the Chinese version of the Family Resilience Assessment Scale was (70.59 ± 14.08) points, with scores of (49.96 ± 10.23) points for family communication and problem-solving, (7.13 ± 1.62) points for social resource utilization, and (13.52 ± 3.31) points for maintaining a positive attitude. Multiple linear regression analysis showed that the child′s age, disease duration, reimbursement method, parenting burnout, and caregiver stress were influencing factors of family resilience in children with autism ( t values were -10.40-3.48, all P<0.05). Conclusions:The level of family resilience in children with autism needs improvement. Higher levels of parenting burnout and caregiver stress are associated with lower levels of family resilience. Future interventions should be developed based on these influencing factors to promote the physical and mental health of children with autism and their caregivers.
4.Management strategies and insights in a complex, prolonged case of encapsulating peritoneal sclerosis
Xianghui CHEN ; Dongfeng GU ; Jianbo LI ; Yuanying LIU ; Shurong LI ; Fengxian HUANG ; Wei CHEN ; Haiping MAO
Chinese Journal of Nephrology 2025;41(8):615-619
This article reviews the diagnosis, therapeutic approaches, and subsequent care for a patient with a complex, long-standing history of encapsulating peritoneal sclerosis (EPS). A 40-year-old male, who had been on peritoneal dialysis (PD) for 11 years, encountered refractory peritonitis, leading to the removal of PD catheter and the subsequent diagnosis of EPS. The patient was transitioned to hemodialysis (HD) and prescribed tamoxifen to mitigate peritoneal fibrosis. After 4 months on HD, the patient underwent a kidney transplant, but acute rejection episode caused the transplanted kidney to fail 3 months postoperatively, necessitating a return to HD. Over the past 7 years, the patient has been repeatedly hospitalized due to recurrent bowel obstructions and infected abdominal fluid accumulation. A multidisciplinary approach, including anti-infective therapy, gastrointestinal intervention, nutritional support, and psychological care, has been instrumental in managing symptoms, and sustaining life. This case underscores the importance of recognizing EPS in long-term PD patients with peritonitis. While discontinuing PD, switching to HD, or receiving kidney transplantation do not halt the progression of EPS, optimized comprehensive management can extend the patient's survival.
5.Side-to-side anastomosis of superficial temporal artery and middle cerebral artery bypass using in-situ intravascular suture technique: a report of 10 cases
Zongyu XIAO ; Liang HE ; Ji WANG ; Yang LIU ; Yulun HUANG ; Zhimin WANG ; Haiping ZHU ; Likui SHEN
Chinese Journal of Microsurgery 2025;48(4):405-411
Objective:To investigate the feasibility and clinical efficacy of side-to-side anastomosis of superficial temporal artery (STA) and middle cerebral artery (MCA) bypass using in-situ intravascular suture technique.Methods:A retrospective analysis was conducted on the clinical data of 10 adult patients who were treated with side-to-side microvascular anastomosis of STA-MCA bypass to improve intracranial blood supply, between February 2024 and September 2024 in the Department of Neurosurgery of the Fourth Affiliated Hospital of Soochow University. Among the patients, 2 were of symptomatic MCA occlusion and 8 of Moyamoya disease. Diameter of STA and MCA, length of anastomosis and blocking time of MCA were recorded. Indocyanine green video angiography (ICG-VA) was performed to evaluate the immediate patency of the STA-MCA side-to-side anastomosis. Digital subtracted angiography (DSA) was performed at 1 week after the surgery to evaluate the patency of the STA-MCA bypass anastomosis, then follow-up DSA was performed at 1, 3 and 6 months after surgery to further evaluate the postoperative anastomotic patency. Neurological function was evaluated regularly with the modified Rankin Scale (mRS).Results:All of the 10 side-to-side STA-MCA bypass anastomoses were successfully performed using in-situ intravascular suture technique. The scalps of all patients healed well. The diameters of STA and MCA were 1.4-2.0 (1.76±0.27) mm and 0.8-1.4 (0.98±0.20) mm, respectively. The average length of the anastomoses was 3.5-5.0 (4.45±0.60) mm. The blocking time of MCA was 12.0-29.0 (21.50±6.62) min. A 100% vessel patency rate was achieved immediately after vessel anastomosis and at 1 month after surgery. DSA examinations were performed at 3 months after surgery on 6 patients and at 6 months after surgery on 1 patient, and all the anastomoses were found in full patency. All patients were included in the postoperative follow-up that lasted for 3 to 7 months. All patients recovered well without new neurological dysfunction. The mRS of 8 patients remained at 0 point before and after surgery. Two patients had improved postoperative mRS of 1 point from that of 2 points before surgery.Conclusion:STA-MCA side-to-side microvascular bypass anastomosis can be performed safely and efficiently using in-situ intravascular suture technique. It could efficiently reduce the incidence of perioperative complications. Meanwhile, it can self-regulate the blood flow and maximise the potential capability of STA.
6.Construction of nomogram predictive model for the risk of dry eye in elderly people aged over 60 years
Qiudan HUANG ; Zhiping LIU ; Xi YIN ; Haiping CHEN
International Eye Science 2025;25(11):1887-1892
AIM:To investigate the influencing factors of dry eye in elderly people aged over 60 years, and to construct a risk nomogram prediction model, so as to provide a reference for the identification of high-risk individuals and the development of preventive strategies.METHODS:A convenience sampling method was used to select 301 people aged over 60 years who attended the ophthalmology outpatient clinic or were hospitalized at the Second Affiliated Hospital of Guangzhou Medical University between July 2023 and December 2023. They were divided into a dry eye group(n=173)and a non-dry eye group(n=128)based on the presence or absence of dry eye. Data from the two groups were compared and a risk prediction model was constructed.RESULTS:Gender, hypertension, meibomian gland dysfunction, frequent use of eye drops, frequent use of electronic products, and frequent exposure to dry environments were significant influencing factors for the occurrence of dry eye in people aged over 60 years(all P<0.05). The nomogram prediction model demonstrated excellent discrimination(AUC=0.86, 95% CI: 0.81-0.90). The calibration curve showed good fit with the ideal curve, indicating high predictive accuracy. The Hosmer-Lemeshow test yielded a P-value of 0.424. The sensitivity was 73% and the specificity was 86%.CONCLUSION:The nomogram predictive model for the risk of dry eye in elderly people aged over 60 years constructed in this study showed good discrimination and calibration. It can serve as an intuitive and effective clinical risk assessment tool, providing a basis for the early identification of high-risk populations and the development of individualized intervention strategies.
7.Management strategies and insights in a complex, prolonged case of encapsulating peritoneal sclerosis
Xianghui CHEN ; Dongfeng GU ; Jianbo LI ; Yuanying LIU ; Shurong LI ; Fengxian HUANG ; Wei CHEN ; Haiping MAO
Chinese Journal of Nephrology 2025;41(8):615-619
This article reviews the diagnosis, therapeutic approaches, and subsequent care for a patient with a complex, long-standing history of encapsulating peritoneal sclerosis (EPS). A 40-year-old male, who had been on peritoneal dialysis (PD) for 11 years, encountered refractory peritonitis, leading to the removal of PD catheter and the subsequent diagnosis of EPS. The patient was transitioned to hemodialysis (HD) and prescribed tamoxifen to mitigate peritoneal fibrosis. After 4 months on HD, the patient underwent a kidney transplant, but acute rejection episode caused the transplanted kidney to fail 3 months postoperatively, necessitating a return to HD. Over the past 7 years, the patient has been repeatedly hospitalized due to recurrent bowel obstructions and infected abdominal fluid accumulation. A multidisciplinary approach, including anti-infective therapy, gastrointestinal intervention, nutritional support, and psychological care, has been instrumental in managing symptoms, and sustaining life. This case underscores the importance of recognizing EPS in long-term PD patients with peritonitis. While discontinuing PD, switching to HD, or receiving kidney transplantation do not halt the progression of EPS, optimized comprehensive management can extend the patient's survival.
8.Side-to-side anastomosis of superficial temporal artery and middle cerebral artery bypass using in-situ intravascular suture technique: a report of 10 cases
Zongyu XIAO ; Liang HE ; Ji WANG ; Yang LIU ; Yulun HUANG ; Zhimin WANG ; Haiping ZHU ; Likui SHEN
Chinese Journal of Microsurgery 2025;48(4):405-411
Objective:To investigate the feasibility and clinical efficacy of side-to-side anastomosis of superficial temporal artery (STA) and middle cerebral artery (MCA) bypass using in-situ intravascular suture technique.Methods:A retrospective analysis was conducted on the clinical data of 10 adult patients who were treated with side-to-side microvascular anastomosis of STA-MCA bypass to improve intracranial blood supply, between February 2024 and September 2024 in the Department of Neurosurgery of the Fourth Affiliated Hospital of Soochow University. Among the patients, 2 were of symptomatic MCA occlusion and 8 of Moyamoya disease. Diameter of STA and MCA, length of anastomosis and blocking time of MCA were recorded. Indocyanine green video angiography (ICG-VA) was performed to evaluate the immediate patency of the STA-MCA side-to-side anastomosis. Digital subtracted angiography (DSA) was performed at 1 week after the surgery to evaluate the patency of the STA-MCA bypass anastomosis, then follow-up DSA was performed at 1, 3 and 6 months after surgery to further evaluate the postoperative anastomotic patency. Neurological function was evaluated regularly with the modified Rankin Scale (mRS).Results:All of the 10 side-to-side STA-MCA bypass anastomoses were successfully performed using in-situ intravascular suture technique. The scalps of all patients healed well. The diameters of STA and MCA were 1.4-2.0 (1.76±0.27) mm and 0.8-1.4 (0.98±0.20) mm, respectively. The average length of the anastomoses was 3.5-5.0 (4.45±0.60) mm. The blocking time of MCA was 12.0-29.0 (21.50±6.62) min. A 100% vessel patency rate was achieved immediately after vessel anastomosis and at 1 month after surgery. DSA examinations were performed at 3 months after surgery on 6 patients and at 6 months after surgery on 1 patient, and all the anastomoses were found in full patency. All patients were included in the postoperative follow-up that lasted for 3 to 7 months. All patients recovered well without new neurological dysfunction. The mRS of 8 patients remained at 0 point before and after surgery. Two patients had improved postoperative mRS of 1 point from that of 2 points before surgery.Conclusion:STA-MCA side-to-side microvascular bypass anastomosis can be performed safely and efficiently using in-situ intravascular suture technique. It could efficiently reduce the incidence of perioperative complications. Meanwhile, it can self-regulate the blood flow and maximise the potential capability of STA.
9.Summary of the best evidence for self-management in patients with chronic low back pain
Haiping LUO ; Fei LIU ; Huihui AI ; Yuting HUANG ; Xinxin LIU
Chinese Journal of Modern Nursing 2025;31(31):4248-4254
Objective:To summarize the evidence on self-management in patients with chronic low back pain.Methods:The literature on self-management of patients with chronic low back pain was electronically retrieved from websites and databases such as the National Institute for Health and Care Excellence, Scottish Intercollegiate Guidelines Network, Medlive, UpToDate, British Medical Journal Best Practice, Joanna Briggs Institute Evidence-Based Health Care Center Database, PubMed, Web of Science, China National Knowledge Infrastructure, China Biology Medicine disc, and Wanfang Data. The search period was from October 1, 2014 to October 1, 2024. Two researchers conducted literature quality evaluation, extracted and summarized evidence.Results:A total of 17 articles were included, including three guidelines, eight systematic reviews, two expert consensus, and four evidence summaries. Twenty-eight pieces of evidence were summarized from six aspects of health education, self-monitoring, exercise management, psychological and emotional management, lifestyle habits, and support management.Conclusions:This study summarizes the best evidence for self-management in patients with chronic low back pain. Healthcare professionals can apply evidence based on clinical scenarios and patient preferences.
10.Summary of the best evidence for self-management in patients with chronic low back pain
Haiping LUO ; Fei LIU ; Huihui AI ; Yuting HUANG ; Xinxin LIU
Chinese Journal of Modern Nursing 2025;31(31):4248-4254
Objective:To summarize the evidence on self-management in patients with chronic low back pain.Methods:The literature on self-management of patients with chronic low back pain was electronically retrieved from websites and databases such as the National Institute for Health and Care Excellence, Scottish Intercollegiate Guidelines Network, Medlive, UpToDate, British Medical Journal Best Practice, Joanna Briggs Institute Evidence-Based Health Care Center Database, PubMed, Web of Science, China National Knowledge Infrastructure, China Biology Medicine disc, and Wanfang Data. The search period was from October 1, 2014 to October 1, 2024. Two researchers conducted literature quality evaluation, extracted and summarized evidence.Results:A total of 17 articles were included, including three guidelines, eight systematic reviews, two expert consensus, and four evidence summaries. Twenty-eight pieces of evidence were summarized from six aspects of health education, self-monitoring, exercise management, psychological and emotional management, lifestyle habits, and support management.Conclusions:This study summarizes the best evidence for self-management in patients with chronic low back pain. Healthcare professionals can apply evidence based on clinical scenarios and patient preferences.

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