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.Correlations of insomnia severity with cognitive memory, depression and anxiety in patients with chronic insomnia
Xingyu RAN ; Yuxi LIU ; Chen SUN ; Wenxi LUO ; Weineng CHEN ; Fengjuan SU ; Fuping XU ; Zhong PEI
Chinese Journal of Neuromedicine 2025;24(2):147-153
Objective:To explore the correlative factors for insomnia severity in chronic insomnia patients using MemTrax memory test.Methods:Two hundred and twenty-two chronic insomnia patients (insomnia≥3 days per week with a duration≥3 months) recruited from Center for Preventive Treatment of Diseases, Guangdong Provincial Hospital of Chinese Medicine or through in-hospital advertisements from April 2024 to September 2024 were chosen. Pittsburgh Sleep Quality Index (PSQI) was used to evaluate the sleep quality over the last month; according to PSQI score, these patients were divided into mild insomnia group (scores of 7-10), moderate insomnia group (scores of 11-15) and severe insomnia group (scores of 16-21). MemTrax memory test was used to record the picture recognition accuracy and picture recognition reaction time, and MemTrax comprehensive index (MTx-Cp) was calculated; Patients' Health Questionnaire (PHQ-9), and Generalized Anxiety Disorder-7 scale(GAD-7) were used to evaluate the depression and anxiety status of these patients in recent 2 weeks. The clinical data, MemTrax test results, PHQ-9 and GAD-7 scores of patients with different degrees of chronic insomnia were compared. Spearman rank correlation analysis was used to investigate the correlation between insomnia severity and clinical data such as cognitive memory function in chronic insomnia patients.Results:Among the 220 chronic insomnia patients, 54 had mild insomnia, 111 had moderate insomnia, and 55 had severe insomnia. Severe insomnia patients had significantly higher percentages of those>50 years old and those using hypnotics compared with mild insomnia patients and moderate insomnia patients ( P<0.05). Compared with the mild insomnia patients and moderate insomnia patients, the severe insomnia patients exhibited significantly lower picture recognition accuracy (90%[86%, 94%], 88%[82%, 94%], 84%[78%, 92%]), significantly lower MTx-Cp (88.55±18.67, 84.41±20.93, 76.69±17.43), and significantly higher PHQ-9 score (9[6, 11], 9[6, 15], 12[8, 16], P<0.05). Moreover, severe insomnia patients had significantly longer picture recognition reaction time and higher GAD-7 score than mild insomnia patients (1.11[1.03, 1.24] s vs. 1.04[0.90, 1.15] s; 7[5, 13] vs. 6[3, 9], P<0.05). Spearman rank correlation analysis showed that insomnia severity in chronic insomnia patients was positively correlated with age, PHQ-9 score, GAD-7 score, and picture recognition reaction time, and negatively correlated with picture recognition accuracy and MTx-Cp ( P<0.05). Conclusion:Insomnia severity in patients with chronic insomnia is correlated with age, cognitive memory function, depression and anxiety.
3.Research Progress and Application Prospects of Sotatercept in Pulmonary Arterial Hypertension
Yuxi XIA ; Yaqian BAI ; Haokang SU ; Tiantian ZHU
Herald of Medicine 2025;44(10):1661-1666
Pulmonary arterial hypertension(PAH)is a serious and fatal cardiovascular disease that significantly affects patients'quality of life and survival.Current treatments offer some relief but have limited effectiveness and notable side effects.Sotatercept,as a novel drug,modulates the transforming growth factor-β(TGF-β)signaling pathway and shows promising therapeutic effects in PAH.By summarizing the pharmacological mechanisms and clinical research progress of sotatercept in PAH,assessing its application prospects,and analyzing future research directions in the light of current clinical research results,we provide an important perspective for understanding the clinical application of this drug in China,with a view to promoting its promotion and application in China.
4.Research Progress and Application Prospects of Sotatercept in Pulmonary Arterial Hypertension
Yuxi XIA ; Yaqian BAI ; Haokang SU ; Tiantian ZHU
Herald of Medicine 2025;44(10):1661-1666
Pulmonary arterial hypertension(PAH)is a serious and fatal cardiovascular disease that significantly affects patients'quality of life and survival.Current treatments offer some relief but have limited effectiveness and notable side effects.Sotatercept,as a novel drug,modulates the transforming growth factor-β(TGF-β)signaling pathway and shows promising therapeutic effects in PAH.By summarizing the pharmacological mechanisms and clinical research progress of sotatercept in PAH,assessing its application prospects,and analyzing future research directions in the light of current clinical research results,we provide an important perspective for understanding the clinical application of this drug in China,with a view to promoting its promotion and application in China.
5.Correlations of insomnia severity with cognitive memory, depression and anxiety in patients with chronic insomnia
Xingyu RAN ; Yuxi LIU ; Chen SUN ; Wenxi LUO ; Weineng CHEN ; Fengjuan SU ; Fuping XU ; Zhong PEI
Chinese Journal of Neuromedicine 2025;24(2):147-153
Objective:To explore the correlative factors for insomnia severity in chronic insomnia patients using MemTrax memory test.Methods:Two hundred and twenty-two chronic insomnia patients (insomnia≥3 days per week with a duration≥3 months) recruited from Center for Preventive Treatment of Diseases, Guangdong Provincial Hospital of Chinese Medicine or through in-hospital advertisements from April 2024 to September 2024 were chosen. Pittsburgh Sleep Quality Index (PSQI) was used to evaluate the sleep quality over the last month; according to PSQI score, these patients were divided into mild insomnia group (scores of 7-10), moderate insomnia group (scores of 11-15) and severe insomnia group (scores of 16-21). MemTrax memory test was used to record the picture recognition accuracy and picture recognition reaction time, and MemTrax comprehensive index (MTx-Cp) was calculated; Patients' Health Questionnaire (PHQ-9), and Generalized Anxiety Disorder-7 scale(GAD-7) were used to evaluate the depression and anxiety status of these patients in recent 2 weeks. The clinical data, MemTrax test results, PHQ-9 and GAD-7 scores of patients with different degrees of chronic insomnia were compared. Spearman rank correlation analysis was used to investigate the correlation between insomnia severity and clinical data such as cognitive memory function in chronic insomnia patients.Results:Among the 220 chronic insomnia patients, 54 had mild insomnia, 111 had moderate insomnia, and 55 had severe insomnia. Severe insomnia patients had significantly higher percentages of those>50 years old and those using hypnotics compared with mild insomnia patients and moderate insomnia patients ( P<0.05). Compared with the mild insomnia patients and moderate insomnia patients, the severe insomnia patients exhibited significantly lower picture recognition accuracy (90%[86%, 94%], 88%[82%, 94%], 84%[78%, 92%]), significantly lower MTx-Cp (88.55±18.67, 84.41±20.93, 76.69±17.43), and significantly higher PHQ-9 score (9[6, 11], 9[6, 15], 12[8, 16], P<0.05). Moreover, severe insomnia patients had significantly longer picture recognition reaction time and higher GAD-7 score than mild insomnia patients (1.11[1.03, 1.24] s vs. 1.04[0.90, 1.15] s; 7[5, 13] vs. 6[3, 9], P<0.05). Spearman rank correlation analysis showed that insomnia severity in chronic insomnia patients was positively correlated with age, PHQ-9 score, GAD-7 score, and picture recognition reaction time, and negatively correlated with picture recognition accuracy and MTx-Cp ( P<0.05). Conclusion:Insomnia severity in patients with chronic insomnia is correlated with age, cognitive memory function, depression and anxiety.
6.Influencing Factors of Inter-arm Systolic Blood Pressure Differences in Hypertensive Population Aged 40 Years and Younger
Qihuan CAO ; Yinan SU ; Ying ZHU ; Wenli DONG ; Yuxi WANG ; Jing GE ; Shouling WU
Chinese Circulation Journal 2024;39(2):164-170
Objectives:To explore the influencing factors of inter-arm systolic blood pressure difference(sIAD)in young hypertensive population. Methods:A total of 12 895 young Kailuan employees aged≤40 years,who participated in the physical examination from 2010 to 2020,were enrolled in this study.All of them underwent blood pressure measurements of four limbs in supine position.Young hypertensive group(n=3 584)and young non-hypertensive group(n=3 584)were 1∶1 matched by sex and age(±1 year),and participants were further divided into sIAD<10 mmHg(1 mmHg=0.133 kPa)and sIAD≥10 mmHg subgroups.A stepwise multivariate logistic regression model was established to analyze the determinants of sIAD≥10 mmHg. Results:The detection rate of sIAD≥10 mmHg was significantly higher in the young hypertensive group than in the young non-hypertensive group(31.72%vs.27.76%,P<0.001).Stepwise multivariate logistic regression analysis showed that in young hypertensive population,ankle-brachial index(ABI)<0.9,male,obesity,overweight,elevated low density lipoprotein cholesterol(LDL-C)level,and systolic blood pressure were positively associated with sIAD≥10 mmHg,while college education or above,physical exercise were negatively correlated with sIAD≥10 mmHg(all P<0.05).In the young non-hypertensive population,ABI<0.9,systolic blood pressure were positively correlated with sIAD≥10 mmHg,while age was negatively associated with sIAD≥10 mmHg(all P<0.05). Conclusions:The detection rate of sIAD≥10 mmHg is higher in young hypertensive population than in young non-hypertensive population.Decreased ABI,male sex,obesity,overweight,increased LDL-C level,systolic blood pressure,college education and above,and physical exercise are the influencing factors of sIAD≥10 mmHg in young hypertensive population.
7.The changes of volume and dose in adaptive re-planning during radiotherapy for nasopharyngeal carcinoma
Sijuan HUANG ; Wenxing ZHONG ; Yuxi CHEN ; Enting LI ; Feifei LIN ; Yalan TAO ; Zhangmin LI ; Dehuan XIE ; Yong SU ; Xin YANG
Chinese Journal of Radiation Oncology 2024;33(3):197-204
Objective:To investigate the necessity of adaptive re-planning during radiotherapy for nasopharyngeal carcinoma (NPC) and its impact on dose improvement.Methods:Clinical data of 89 NPC patients admitted to Sun Yat-sen University Cancer Center from July 2014 to December 2017 were retrospectively analyzed. All patients received 25+7 rounds of adaptive re-planning during radiotherapy. Plan-A was defined as the initial CT scan-based 25-fraction radiotherapy plan, while plan-B was defined as the re-planned 7-fraction radiotherapy plan based on a subsequent CT scan. The changes in the target and parotid gland volumes were compared between plan-A and plan-B. Plan-I was a one-time simulation of plan-A extended to 32 fraction radiotherapy plan, and plan-II was generated through registration and fusion of the plan-A and plan-B for adaptive re-planning. The differences in dose metrics, homogeneity index (HI), conformity index (CI), and dose to organs at risk (OAR) were compared between plan-I and plan-II. Statistical analysis was performed by using paired t-test. Results:Compared with plan-A, the gross tumor volume of massive bleeding lesions (GTV nx) and parotid gland volume of plan-B were decreased by 13.14% and 11.12%, respectively (both P<0.001). While planning clinical target volume of metastatic lymph nodes (PCTV nd) of plan-B was increased by 7.75%( P<0.001). There were significant changes in the lymph nodes of plan-A and plan-B. The D mean, D 5%, D 95% of massive bleeding lesions planning target volume (PTV nx) and D 5% of high risk planning target volume (PTV1) in plan-II were all significantly higher than those in plan-I (all P<0.05). The CI of PTV nx and PTV1 in plan-II was closer to 1 than that in plan-I. In all assessed OAR, the D mean, D 50%, and D max of plan-II were significantly lower than those of plan-I (all P<0.05). Conclusions:During radiotherapy, NPC patients may experience varying degrees of primary tumor shrinkage, parotid gland atrophy, and lymph node changes. It is necessary to deliver re-planning and significantly improve the dose of target areas and OAR.
8.Effects of midazolam combined with remifentanil in elderly patients undergoing painless bronchoscopy
Yushan WANG ; Yuxi ZHU ; Xuyang LUO ; Yingxiao SU
China Modern Doctor 2024;62(17):66-69
Objective To observe the clinical effect of remazolam combined with remifentanil on elderly patients undergoing painless fiberscopy,and to analyze its effect on the depth of sedation and hemodynamics.Methods Eighty-six elderly patients who underwent painless fiberscopy in Jiangxi Provincial Chest Hospital from January 2022 to June 2023 were selected as study subjects and divided into group A and group B according to the randomized lottery method.After enrollment,both groups of patients were opened to intravenous nasal catheter for oxygen administration,and 2% lidocaine was given to the patients,so that the patients held their breath for choking in order to fully diffuse into the trachea to achieve local anesthesia effect,and at the same time,remifentanil was given to the patients in both groups as the basic analgesia.On this basis,group A was injected with remazolam and group B was injected with propofol.The hemodynamic indexes[mean arterial pressure(MAP),pulse oximetry(SpO2)and heart rate(HR)]and Ramsay sedation scores of the two groups were recorded before anesthesia induction(T1),after anesthesia induction(T2),at the time of the passage of the fiberscope through the vocal folds(T3),at the time of the complete insertion of the fiberscope(T4),at the time of completing the examination(T5).And the onset time of sedation was compared between the two groups,awakening time,number of respiratory depression,adverse reactions and incidence,and satisfaction with the sedation effect in the two groups.Results The MAP and HR of group A were significantly lower than those of group B at T3,T4 and T5(P<0.05).While the SPO2 and Ramsay sedation score were significantly higher than those of group B(P<0.05).The repeated measures ANOVA and different awakening time measurements were statistically different between groups(P<0.05).Compared with group B,group A had a significantly shorter sedation onset time and awakening time and fewer respiratory depression,which was statistically significant(P<0.05).Group A had a statistically significant lower incidence rate of adverse reactions than group B(P<0.05).Conclusion Remazolam combined with remifentanil in compound surface local anesthesia for painless ciliopathy has more efficient sedation effect,more stable hemodynamics,and lower incidence of adverse reactions for elderly patients,and it is a potential drug that can be a safer and more efficient.
9.Construction of basic rehabilitation training course for family doctor teams serving for people with disabilities based on WHO rehabilitation competency framework
Xiulian YANG ; Jian QIN ; Yuantao XIAN ; Hongliang LIU ; Yaru YANG ; Youyu XIANG ; Jie LUO ; Shixun ZHONG ; Yu ZHONG ; Sujun ZHOU ; Hong SU ; Hongmei XIAO ; Xinjian ZHOU
Chinese Journal of Rehabilitation Theory and Practice 2023;29(11):1249-1260
ObjectiveTo develop basic training courses for family doctor teams for people with disabilities. MethodsUtilizing the methods and theories of the World Health Organization (WHO) rehabilitation competency framework (RCF), and referring to the WHO universal health coverage global competency framework, the rehabilitation competency characteristics of family doctor teams for people with disabilities in community settings were analyzed, and a basic training course system for these teams based on the RCF was developed. Results and ConclusionBased on RCF, a competency framework for family doctor teams serving people with disabilities has been constructed. The objectives, content and training course system for basic rehabilitation training has been established.
10.Efficacy of ultrasound-guided closed reduction and internal fixation of Jakob type Ⅱ lateral humeral condyle fractures in children
Meizhen GUO ; Yingle HUANG ; Jiaqiang QIN ; Yi TANG ; Yuxi SU
Chinese Journal of Trauma 2020;36(9):785-790
Objective:To investigate the clinical curative effect of closed reduction and internal fixation of Jakob type II lateral humeral condyle fractures in children under ultrasound guidance.Methods:A retrospective case series analysis was made on clinical data of 59 patients with Jakob type II lateral humeral condyle fractures treated at Children's Hospital of Chongqing Medical University from August 2016 to August 2017. There were 30 males and 29 females, with the age of 1.5-8.1 years [(4.0±1.8)years]. There were 34 patients treated by open reduction and internal fixation and monitored by the X-ray (control group), and 25 patients treated by closed reduction and internal fixation and monitored by ultrasound (study group). The operation time, bleeding volume, fracture healing time, and incidence of complications were compared between the two groups. The elbow joint function was evaluated by Broberg and Morrey standard at the latest follow-up.Results:All patients were followed up for 17-31 months[(23.2±4.2)months]. The operation time and bleeding volume in control group were (50.7±22.2)minutes and (6.1±3.8)ml, obviously higher than those in study group [(21.4±3.3)minutes, (1.1±0.3)ml] ( P<0.05). The fracture healing time was (8.0±0.8)weeks in control group and (7.8±0.7)weeks in study group ( P>0.05). According to the Broberg and Morrey standard, the good and excellent rate of elbow joint function in control group was 97%, with excellent results in 31 patients, good in 2, fair in 1, and poor in 0; the good and excellent rate of elbow joint function in study group was 100%, with excellent results in 22 patients, good in 3, fair in 0 and poor in 0 ( P>0.05). In study group, wound infection or malunion was not seen, and only two patients showed postoperative wire tail irritability and recovered after the removal of wires. While in control group, wound infection was seen in 3 patients and malunion was observed in 2 patients, but all patients were with distal humerus lateral bone formations. The incidence of complications was 15% in control group, higher than 0% in study group ( P<0.05). Conclusion:Compared to open reduction internal fixation, ultrasound-guided closed reduction and internal fixation of Jakob type Ⅱ lateral humeral condyle fractures in children has similar therapeutic effect, but it can shorten operation time and reduce bleeding and complications.

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