1.Study on the correlation between HLA antibodies and pregnancy-related factors, and the predictive value of a random-forest model among female blood donors in Nanning
Fang LU ; Huihui MO ; Wujin SU ; Zhoulin ZHONG ; Hengcong LI ; Yuchen HUANG ; Yuxi CHEN ; Lilan LI ; Yan ZHOU
Chinese Journal of Blood Transfusion 2026;39(3):367-372
Objective: To explore the association between the HLA antibody positivity rate in female blood donors and pregnancy history, number of pregnancies, interval from the last pregnancy to blood donation, and age, to identify associated variables using a univariate generalized additive model (GAM), and to further analyze the predictive role of characteristic variables for HLA antibody positivity using a random forest model. Methods: HLA antibody detection was performed on 391 female blood donors using the Luminex immunomagnetic bead method. The correlation between pregnancy-related factors and HLA antibodies was analyzed using the Chi-square test. Based on R software, a univariate GAM was first constructed to analyze the association types between characteristic variables and the HLA antibody positivity rate, followed by the construction of a random forest model to evaluate the predictive value of the variables. Results: Among the 391 female blood donors without a transfusion history, the overall HLA antibody positivity rate was 26.34%. The positivity rate in donors with a pregnancy history was significantly higher than that in those without (30.09% vs 9.72%, P<0.05), and HLA antibody positivity rate increased linearly with the number of pregnancies (P<0.05). In the univariate GAM, age and number of deliveries exhibited a non-linear association with the HLA antibody positivity rate (the positivity rate increased sharply between 25-35 years of age and stabilized after 3 deliveries). Besides, the interval from the last pregnancy to blood donation showed a linear association with the HLA antibody positivity rate, and the positivity rate decreased as the interval prolonged (P<0.05). In the random forest model, age (mean decrease gini=29.26) and interval from the last pregnancy to blood donation (mean decrease gini=22.02) were core predictive variables: age was more conducive to identifying positive samples, while the interval from the last pregnancy to blood donation was more helpful for excluding negative samples. The number of deliveries (mean decrease accuracy=16.98) made a significant contribution to predicting positive samples, whereas the number of abortions had no impact. The model had an AUC of 0.583 (95% CI: 0.593 8-0.770 2), indicating a certain predictive value. Conclusion: The associated variables identified by the univariate GAM model, including age, interval from the last pregnancy to blood donation, and number of deliveries, provide a basis for key variables in the random forest model. All three variables have predictive value for HLA antibody positivity, which can provide evidence-based support for personalized transfusion management and stratified screening of female blood donors in this region.
2.Evaluation of public health governance capacity in Zhejiang Province
Haiyan LI ; Ting CHEN ; Chengyue LI ; Huihui HUANGFU ; Wei WANG ; Qunhong SHEN ; Chaoyang ZHANG ; Zheng CHEN ; Chuan PU ; Lingzhong XU ; Anning MA ; Zhaohui GONG ; Tianqiang XU ; Panshi WANG ; Hua WANG ; Chao HAO ; Zhi HU ; Peiwu SHI ; Mo HAO
Shanghai Journal of Preventive Medicine 2026;38(2):153-158
ObjectiveTo systematically assess the public health governance capacity in Zhejiang Province, to conduct an in-depth analysis of its strengths and weaknesses, so as to provide scientific basis and strategic recommendations for further enhancement. MethodsA systematic collection of policy documents, public information reports, and research literature related to public health governance capacity in Zhejiang Province from 2002 to 2023 was conducted (encompassing a total of 1 263 policy documents, 138 pieces of information reports and 631 research articles). Based on the evaluation criteria suitable for public health systems previously developed by the research team, the basic status and magnitude of change in public health governance capacity in Zhejiang Province was evaluated. Additionally, normative gap analyses were employed to identify the strengths and weaknesses. ResultsZhejiang Province ranked 4th nationwide in terms of public health governance capacity with a score of 733.4 points (1 000.0-point maximum). The province has effectively implemented the principle of health first (scoring 698.5 points in the assessment of health-first strategy implementation) and attached sufficient importance to health-related goals (scoring 658.2 points in the scientific rationality of goal setting). However, the implementation of inter-departmental coordination and incentive mechanisms only scored 178.7 points, the feasibility of management and monitoring mechanisms scored even lower at only 144.0 points, and the coverage of incentive mechanisms scored 286.0 points. ConclusionZhejiang Province has effectively implemented its health first strategy and attached great importance to health targets, but still needs to strengthen cross-departmental coordination mechanisms and health-oriented incentives.
3.Osler’s view of the physician and physician’s narrative literacy in narrative medicine
Huihui CHEN ; Wenhua CAO ; Yanling TAO ; Ying ZHAO ; Xiaolin YANG
Chinese Medical Ethics 2026;39(3):399-404
In the era of evidence-based medicine, the progress of medical science and technology has enriched medical diagnostic tools and treatment methods, but it has also led to the loss of medical warmth and the alienation of the doctor-patient relationships. William Osler emphasized that while medical technology advances, attention should also be paid to the practice of narrative medicine and the development of physician’s narrative literacy. The view of the physician he advocated reminds us that the core of medicine still lies in the narrative connection between doctors and patients, as well as a deep understanding of human nature. By exploring the relationship between Osler’s view of the physician and narrative medicine as well as physician’s narrative literacy, this paper analyzed the methods of cultivating physician’s narrative literacy, providing references for modern medical education and practice, and assisting in the harmony and unity of science and technology and humanity.
4.A prediction model for mild cognitive impairment risk among the elderly
MA Zongkang ; LIU Xinglang ; LI Huihui ; HE Guowei ; YAN Ping ; ZHANG Chuanrong ; MA Xuan ; CHE Yajie ; YU Shan ; CHEN Fenghui
Journal of Preventive Medicine 2026;38(2):124-129
Objective:
To develop a prediction model for mild cognitive impairment (MCI) risk among the elderly, so as to provide a tool for MCI early screening.
Methods :
From July 2022 to September 2024, a multi-stage stratified random cluster sampling method was used to recruit permanent residents aged ≥65 years from the Xinjiang Uygur Autonomous Region as study participants. Data on sociodemographic characteristics, nutritional status, body composition indices, bone mineral density, and handgrip strength were collected through questionnaires and physical examinations. Sarcopenia was defined based on appendicular skeletal muscle index and handgrip strength. MCI was assessed using the Mini-Mental State Examination, with adjustments for educational level. Participants were randomly divided into a training set and a validation set in a 7∶3 ratio. LASSO regression and multivariable logistic regression models were employed to screen for predictors and construct an MCI risk prediction model. The predictive performance of the model was evaluated using receiver operating characteristic (ROC) curve and decision curve analysis (DCA).
Results:
A total of 1 641 participants were surveyed, including 755 males (46.01%) and 886 females (53.99%). The majority of participants were aged 65-<75 years, comprising 1 154 individuals (70.32%). MCI was detected in 517 participants, corresponding to a detection rate of 31.51%. Resultsfrom LASSO regression and multivariate logistic regression analysis showed that residence (rural, OR = 2.323, 95% CI: 1.682-3.210), age (75-<85 years, OR = 1.405, 95% CI: 1.019-1.937; ≥85 years, OR = 3.655, 95% CI: 1.696-7.875), educational level (primary school, OR = 0.341, 95% CI: 0.247-0.472; junior high school, OR = 0.255, 95% CI: 0.160-0.408; high school, OR = 0.286, 95% CI: 0.154-0.531; bachelor's degree or above, OR = 0.120, 95% CI: 0.041-0.351), history of alcohol consumption (yes, OR = 3.216, 95% CI: 2.164-4.779), risk of malnutrition (yes, OR = 1.464, 95% CI: 1.064-2.014), sarcopenia (yes, OR = 3.197, 95% CI: 2.332-4.385), and waist-to-hip ratio (abnormal, OR = 1.540, 95% CI: 1.159-2.048) were identified as predictive factors for MCI among the elderly. In the training set, the area under the ROC curve, sensitivity, and specificity were 0.788, 0.719, and 0.712, respectively. In the validation set, the corresponding values were 0.784, 0.913, and 0.542, respectively. DCA demonstrated that the model provided a higher clinical net benefit for predicting MCI risk when the risk threshold probability ranged from 0.124 to 0.764.
Conclusion
The prediction model developed in this study demonstrates good discriminative ability and clinical utility, indicating its substantial value for predicting the MCI risk among the elderly.
5.Management and practice of ethical review for “amendment” in drug clinical trials
Xingyi LI ; Zhonglin CHEN ; Xingchi QU ; Yu FENG ; Huihui HAN
Chinese Medical Ethics 2026;39(1):58-63
Driven by the growing practical need to accelerate drug development and the continuous innovation of trial design in recent years, the number of protocol amendments during clinical trials have gradually increased, and the changed contents have become more flexible and complex, which significantly heightens the difficulty of ethical review on amendments. Against this backdrop, it is of great importance to fully leverage the role and responsibilities of ethics committees, effectively control clinical trial risks, and ensure subject safety. This paper analyzed development trends of protocol amendments in recent years, sorted out requirements for protocol amendments in Chinese regulations and guiding principles, and examined difficulties of amendment ethical review in practical work. Based on these, targeted strategies and recommendations were proposed, namely, strengthening the integration with scientific review, enhancing the formal review, adjusting the scope of review according to approval notifications, and adopting appropriate review methods, with a view to providing insights and references for the management of the amendment ethical review in drug clinical trials.
6.Study on the reversal effect of Qingfei huayu jiedu formula on drug resistance in non-small cell lung cancer cells
Shuailong CHEN ; Huihui LIU ; Feng SANG ; Lifeng JIANG
China Pharmacy 2026;37(12):1553-1558
OBJECTIVE To investigate the reversal effect of Qingfei huayu jiedu formula (QFHYJDF) on drug resistance in non-small cell lung cancer (NSCLC) cells based on the microRNA-641 (miR-641)/extracellular signal-regulated kinase (ERK) signaling pathway. METHODS The human parental NSCLC cell line A549 was used to establish gefitinib-resistant cells A549/GR by combining concentration gradient increment with high-concentration pulse strategy. After screening for optimal intervention concentration and duration, the resistant cells were divided into a control serum group (treated with 20% blank serum for 48 h), QFHYJDF-containing serum group (treated with 20% QFHYJDF-containing serum for 48 h), and the normally cultured group (normally cultured for 48 h). The cell relative viability, total apoptosis rate, as well as the expression levels of miR-641, neurofibromin 1 (NF1), ERK1/2, and phosphorylated ERK1/2 (p-ERK1/2), were assessed in each group. RESULTS Compared with the normally cultured group and the control serum group, the QFHYJDF-containing serum group exhibited significantly decreased cell relative viability and significantly increased total apoptosis rate ( P <0.05). Moreover, the expression of NF1 protein was significantly up-regulated, while the expression levels of miR-641 and p-ERK1, p-ERK2 proteins were significantly down-regulated in the QFHYJDF-containing serum group ( P <0.05). CONCLUSIONS QFHYJDF can inhibit proliferation and promote apoptosis of gefitinib-resistant lung cancer cells, which may be associated with up-regulating NF1 protein expression, down-regulating miR-641 expression, and inhibiting the activity of the ERK signaling pathway.
7.Effect of hand-arm bimanual intensive training based on FITT-CORRECT principles on upper limb function and functional independence in children with spastic hemiplegia
Huihui NIU ; De WU ; Qi LIU ; Zhirui CHEN ; Jun DUAN ; Hemu CHEN
Acta Universitatis Medicinalis Anhui 2026;61(7):1311-1317
ObjectiveTo investigate the effects of hand-arm bimanual intensive training (HABIT) based on the FITT-CORRECT principles on upper limb function and functional independence in children with spastic hemiplegic cerebral palsy. MethodsA total of 87 children with spastic hemiplegia were enrolled and randomly divided into an observation group (n=44), which received HABIT based on the FITT-CORRECT principles, and a control group (n=43), which received conventional HABIT. Both groups received intervention for 6 weeks. The quality of upper extremity skills test (QUEST), peabody developmental motor scales-fine motor (PDMS-FM), and the functional independence measure for children (WeeFIM) were administered before and after treatment. The root mean square (RMS) values of the biceps and triceps brachii during maximum isometric contraction of elbow flexion and extension on the affected side were also measured. ResultsBefore treatment, there were no significant differences between the two groups in QUEST, PDMS-FM, WeeFIM scores, or RMS values of the biceps and triceps during maximum isometric contraction of the affected elbow (P>0.05). After 6 weeks of treatment, no significant change was observed in the RMS values of the triceps during elbow flexion in either group (P>0.05). All other outcome measures improved significantly in both groups (P<0.05). The observation group showed significantly greater improvements in dissociated movement and grasp scores of QUEST, grasp and visual-motor integration scores of PDMS-FM, WeeFIM scores, as well as RMS values of the biceps during elbow flexion and both the biceps and triceps during elbow extension on the affected side (P<0.05). ConclusionCompared with conventional HABIT, HABIT based on the FITT-CORRECT principles is more effective in improving upper limb function and functional independence in children with spastic hemiplegia.
8.Development and application of a digital PCR-based assay for rapid diagnosis of common fetal chromosomal aneuploidies
Xuejiao CHEN ; Yanfeng YANG ; Yuanyuan YING ; Feiyan PAN ; Zhiqiang GU ; Weimeng JIAO ; Zehang HE ; Huihui XU
Chinese Journal of Medical Genetics 2025;42(5):592-596
Objective:To assess the clinical value of digital PCR (dPCR) for the prenatal diagnosis of common fetal aneuploidies.Methods:A dPCR-based assay was developed for detecting trisomies 21, 18, and 13. A retrospective analysis was carried out on 173 amniotic fluid samples collected by the Prenatal Diagnosis Center of Taizhou Hospital between January 2017 and December 2023. By using chromosomal karyotyping as the gold standard, the diagnostic performance of the multiplex dPCR system was evaluated in a double-blind manner. This study has been approved by the Ethics Committee of Taizhou Hospital (Ethics No. K20250339).Results:Chromosomal karyotyping has identified 59 cases of trisomy 21, 5 cases of trisomy 18, 2 cases of trisomy 13, 6 cases with chromosomal structural abnormalities or mosaicisms, and 101 cases with a normal karyotype. The dPCR results ( Z-score cutoff = 4.0, CI = 99.997%) showed full concordance with karyotyping (sensitivity = 100%, specificity = 100%, Kappa = 1). Among the 6 structurally abnormal or mosaicism samples, dPCR has accurately detected 4 cases, but mis-classified 2 cases of trisomy 21 with very low-level mosaicisms (3.3%, 6.9%, respectively) as normal. Conclusion:The established multiplex dPCR system demonstrated high diagnostic accuracy for common chromosomal aneuploidies, with results available within 24 hours. It can serve as an efficient supplementary tool to conventional chromosomal karyotyping, providing reliable support for time-sensitive clinical decision-making in prenatal diagnosis.
9.Prospective cohort study on the relationship between socioeconomic status and incident sensory impairment
Jiaojiao HUANG ; Huihui CHEN ; Xinyan YU ; Xinmei ZHOU ; Jingni WU ; Zhenya SONG
Chinese Journal of Health Management 2025;19(7):507-514
Objective:To investigate the association between different socioeconomic status (SES) levels and the incidence of sensory impairment (SI) in the Chinese population.Methods:This study adopted a prospective cohort design, utilizing data from the China Health and Retirement Longitudinal Study (CHARLS) collected in July or August 2011. Participants who met the inclusion and exclusion criteria were followed up every 2-3 years until the onset of SI or the end of the follow-up period (August 2018). Based on educational attainment and annual per capita household expenditure, participants were classified into four SES groups: low, lower-middle, upper-middle, and high SES. Logistic regression was employed to analyze the relationship between different SES levels and the incidence of SI.Results:A total of 7 415 participants were included in the study, with a mean follow-up duration of 4.9 years. A total of 3 644 cases of incident SI were recorded (49.1%). Compared with the high SES group, the risk of developing SI was progressively higher in the upper-middle SES group ( OR=1.42, 95% CI: 1.03-1.96), lower-middle SES group ( OR=1.83, 95% CI: 1.29-2.60), and low SES group ( OR=2.04, 95% CI: 1.42-2.94) ( P for trend<0.001). Conclusions:SES is closely associated with new-onset SI. Enhancing SES may help reduce the risk of developing SI.
10.Proximal ulna osteotomy combined with autologous iliac crest bone graft to repair the coronal process defect for chronic varus posteromedial rotational instability
Hang CHEN ; Dingsu BAO ; Huihui WANG ; Xiaochuan HU ; Jinsong YANG
Chinese Journal of Orthopaedics 2025;45(13):832-839
Objective:To investigate the therapeutic efficacy of proximal ulnar osteotomy combined with autologous iliac bone grafting for the repair of chronic elbow varus with posteromedial rotational instability caused by coronoid process bone defects.Methods:A retrospective analysis was conducted on the data of 9 male patients with chronic elbow varus and posteromedial rotational instability caused by coronoid process bone defects who were treated with proximal ulnar osteotomy combined with autologous iliac bone grafting at Sichuan Provincial Orthopaedic Hospital from January 2017 to May 2024. The patients' ages ranged from 20 to 46 years, with an average of 29.78±8.77 years old. There were 3 cases on the right side and 6 on the left side. The height of the bone defect on the anteromedial surface of the coronoid process ranged from 5.24 to 12.23 mm, with an average of 9.01±2.61 mm. The time from injury to surgery ranged from 5 to 9 months, with an average of 6.78±1.39 months. During the operation, proximal ulnar osteotomy combined with autologous iliac bone grafting was used to repair the coronoid process bone defect. Simultaneously, the lateral ulnar collateral ligament was reconstructed using the suture anchors (3 patients) or repaired with autologous palmaris longus tendon (6 patients). Finally, a hinged external fixator was applied in all cases. The range of motion (ROM) of the elbow joint was recorded before and after the surgery. The visual analogue score (VAS) was used to evaluate the degree of pain, and the Mayo elbow performance score (MEPS) was employed to assess the elbow joint function.Results:All surgical incisions healed primarily, and no case of infection occurred. All 9 patients were followed up, with a follow-up period ranging from 11 to 25 months, and an average of 17.78 ± 5.16 months. The bone grafts all healed, with a healing time ranging from 3 to 5 months, and an average of 3.56±0.73 months. The elbow extension angles before surgery, at 6 months postoperatively, and at the last follow-up were 24.44°±14.24°, 11.11°±9.28°, and 2.22°±4.41°, respectively. The flexion angles were 118.89°±5.46°, 123.33°±5.00°, and 128.89°±3.33°, respectively. The flexion-extension ROMs were 94.44°±18.28°, 112.22°±13.02°, and 126.67°±7.07°, respectively. The pronation angles were 61.67°±6.12°, 61.67°±3.54°, and 67.22°±5.07°, respectively. The differences in these angles were all statistically significant ( P<0.05). The supination angles before surgery, at 6 months postoperatively, and at the last follow-up were 77.22°±7.55°, 78.89°±6.01°, and 79.44°±6.35°, respectively. The rotational ROMs were 138.89°±11.93°, 140.56°±7.26°, and 146.67°±10.31°, respectively. No statistically significant differences were observed ( P>0.05). The VAS scores before surgery, at 6 months postoperatively, and at the last follow-up were 6.89±0.78 points, 2.33±1.00 points, and 0(0, 0.5) points, respectively, and the difference was statistically significant ( H=23.216, P<0.001). The MEPS scores were 42.22±5.65 points, 76.67±7.05 points, and 95.00±7.50 points, respectively, and the difference was also statistically significant ( F=134.212, P<0.001). The cantilever test confirmed that none of the patients had elbow joint instability symptoms, and the patients were satisfied with the treatment effect. Conclusions:Proximal ulnar osteotomy combined with autologous iliac bone grafting, simultaneous repair or reconstruction of the lateral ligament complex, and fixation with a hinged external fixator is an effective treatment approach for chronic elbow varus with posteromedial rotational instability. This method can alleviate elbow pain, improve the ROM, and enhance elbow function in patients, yielding satisfactory short-term outcomes.


Result Analysis
Print
Save
E-mail