1.Differences in deltamethrin resistance and kdr gene mutation in Culex tritaeniorhynchus population in and outside the Yellow Sea wetland
Xiao-er ZHANG ; Zhi-ming WU ; Ye TIAN ; Qian CUI ; Yu-qian JI ; Huan WANG ; Shu-juan YANG ; Yi-chao ZHAO ; Yu WANG ; Hua-yu YIN ; Yu DING ; Guo-jin YAN ; Min-sen ZHAO ; Shou-gang ZHANG ; Bing-dong SONG ; Hong-na CHEN ; Jian GAO ; Wei-fang YANG ; Yu-fu ZHANG ; Hui LIU ; Hong-liang CHU
Acta Parasitologica et Medica Entomologica Sinica 2026;33(2):101-107
Objective To gain insights into the biological characteristics of different populations of Culex tritaeniorhynchus within and around the Yellow Sea wetland from the perspective of the occurrence of resistance, we investigated the levels of resistance to deltamethrin and kdr gene mutation in the wetland and its peripheral areas. Methods Specimens were collected from Cx. tritaeniorhynchus populations at two monitoring sites in the Rare Bird National Nature Reserve and Tiaozi Ni Wetland Scenic Area, and also from two populations in Yancheng City and the Liuhe District of Nanjing, and the resistance of these mosquitoes to deltamethrin was determined using the CDC biotest bottle method. For each concentration of deltamethrin assessed, a random subset of exposed specimens was selected for amplification of the kdr gene fragment, followed by Sanger sequencing to identify and analyze resistance-associated mutations. Results The LC50 levels of deltamethrin among mosquitoes from the four populations in Luhe, Yancheng, the Rare Bird National Nature Reserve and the Tiaozi Ni Wetland Scenic Area were 2.048 5, 7.798 2, 3.473 3, and 17.695 5 mg/mL, respectively, with corresponding concentrations of deltamethrin ranging from 0.005 to 5.000,0.050 to 50.000,0.050 to 25.000 and 0.050 to 50.000 mg/mL, respectively. Furthermore, the ranges of the KT50 values were 11.76-107.43, 67.05-216.30,29.77-107.43 and 28.40-329.51 min; the 1-h knockdown rates were 34.58%-99.15%, 9.52%-43.80%, 55.09%-73.01%, and 10.09%-68.07%; and the 24-h mortality rates were 12.15%-67.52%,9.52%-79.56%,13.17%-82.21%, and 11.01%-78.99%, respectively. With respect to kdr gene mutation, we assayed a total of 63,70,59, and 57 mosquitoes for the four populations, for which we detected L1014F mutation frequencies of 14.29%, 35.00%, 20.34%, and 31.58%, respectively, with a majority of these mutations being heterozygous for resistance. In addition, five adult mosquitoes were identified has having synonymous mutations at site 1011[i. e. , AAT(asparagine)mutation to AAC(asparagine)]. Conclusions Our findings revealed the clear resistance of Cx. tritaeniorhynchus to deltamethrin in the Yancheng region of the Yellow Sea wetland, and the resistance phenotype and kdr frequency of Cx. tritaeniorhynchus in the wetland environment were comparable to those of Cx. tritaeniorhynchus in the wetland environment, thereby indicating that the resistance of different populations of Cx. tritaeniorhynchus was homogeneous under the pressure of different insecticide selection within and around the wetland. However, the underlying mechanisms need to be further studied.
2.Study on the current status and pathway optimization of traditional Chinese medicine preparations record-filing management in medical institutions across different provinces
Chao LIN ; Chenjie SHU ; Chuchu WAN ; Yang DONG ; Mengting DI ; Huiying SHEN ; Bo ZHANG
China Pharmacy 2026;37(13):1673-1678
OBJECTIVE To provide scientific reference for perfecting the record-filing management policy of traditional Chinese medicine preparations formulated via traditional processes for medical applications (hereinafter referred to as “TCM preparations”) in medical institutions, and further promote the sound development of the research and record-filing work of such preparations. METHODS A literature review combined with cross-sectional research was carried out. We collected policy documents and preparation information related to the record-filing of TCM preparations issued by national and provincial drug administration authorities on official websites during 2018-2025. A comparative analysis was conducted on the implementation and revision of core policy documents for the registration management of TCM preparations across provinces, the scope of record-filing dosage forms, conditions for rejection of record-filing, and exemptions for registration materials. Statistical analysis on the quantity and dosage forms of record-filing preparations in each province was conducted by means of data induction and trend chart plotting, and targeted suggestions were put forward to optimize the management pathway of record-filing. RESULTS CONCLUSIONS There was obvious heterogeneity in record-filing policies among provinces. Twelve provinces refined the applicable dosage forms for record-filing, fifteen provinces supplemented conditions for rejection of record-filing (16 items in total), and nine provinces expanded the scope of material exemptions. The number of recorded preparations presented a striking regional imbalance:Qinghai had the largest quantity of 4 269 varieties, while Hainan only had 14 varieties, with a gap of more than 300 times. The recorded preparations were mainly traditional dosage forms including pills (6 928 varieties) and powders (4 360 varieties). Only 12 provinces formulated the provincial catalog for TCM preparations allocation. In most regions, preparation circulation was only permitted within medical consortia, leading to a low transformation rate of scientific and technological achievements of preparations. It is recommended to optimize the record-filing management pathway from three aspects: strengthening policy standardization while maintaining flexibility, streamlining record-filing procedures and documentary requirements, and reinforcing technical support and achievement transformation. These measures can reduce regional policy differences, improve work efficiency of record-filing, and advance the standardized development and clinical value transformation of hospital-made TCM preparations.
3.Effects of aerobic exercise on cognitive function in elderly patients with bipolar disorder
Xiangjun ZHAO ; Yongli ZHANG ; Xiaoning HUO ; Xiping SHEN ; Xiaoli YANG ; Xirong QIAO ; Xingtong SHU
Sichuan Mental Health 2026;39(3):206-211
BackgroundBipolar disorder is a severe mental disorder characterized by alternating episodes of mania and depression. It has a high recurrence rate and a high rate of disability. Elderly patients often suffer from more severe cognitive impairment due to neurodegenerative changes. The clinical intervention for bipolar disorder mainly relies on drug treatment, but drugs have limited effects on improving cognitive function, and some drugs may even aggravate cognitive impairment. Aerobic exercise, as a non-drug intervention method, has shown positive effects in improving cognitive function in patients with mental disorders. However, there are still insufficient studies on elderly patients with bipolar disorder. ObjectiveTo explore the impact of aerobic exercise on the cognitive function of elderly patients with bipolar disorder, so as to provide references for the formulation of strategies to improve the cognitive function of this population. MethodsA randomized controlled trial was conducted. A total of 60 elderly patients who were hospitalized at the Third People's Hospital of Lanzhou from January 2024 to March 2025 and met the diagnostic criteria for bipolar disorder as defined in the International Classification of Diseases,tenth edition (ICD-10) were selected. They were divided into the study group and the control group, with 30 cases in each group, based on the random number table method. Both groups were given quetiapine fumarate tablets and magnesium valproate sustained-release tablets. The study group additionally received aerobic exercise (including slow walking, doing exercises, and running), three times a week, for 30 minutes each time. At the baseline and at the end of the 3rd, 6th, 9th, and 12th week of the intervention, the Hamilton Depression Scale -24 item (HAMD-24), the Young Manic Rating Scale (YMRS), the Montreal Cognitive Assessment (MoCA), and Wechsler Adult Intelligence Scale Revised in China (WMS-RC) were used for assessment. ResultsThe time effect of the HAMD-24 score was statistically significant (Wald χ2=124.564, P<0.01). The time effect of the YMRS score was also statistically significant (Wald χ2=145.608, P<0.01), and the interaction effect between time and group was statistically significant (Wald χ2=14.968, P<0.05). At the 3rd, 9th, and 12th week of the intervention, the YMRS score of the study group was lower than that of the control group in the same period, and the differences were statistically significant (P<0.05). The time effect and group effect of the MoCA score were both statistically significant (F=99.347, 16.623, P<0.01). The time effect, group effect, and interaction effect between time and group of the WMS-RC memory quotient were all statistically significant (F=64.678, 10.197, 12.472, P<0.01). At the 6th, 9th, and 12th weeks of the intervention, the MoCA score and WMS-RC memory quotient of the study group were higher than those of the control group, and the differences were statistically significant (P<0.05). ConclusionAerobic exercise may help improve the manic symptoms and cognitive functions (especially memory ability) of elderly patients with bipolar disorder. [Funded by Science and Technology Project of Gansu Province (number, 24JRRA775); Science and Technology Project of Lanzhou City(number, 2022-5-155)]
4.Study on the current status and pathway optimization of traditional Chinese medicine preparations record-filing management in medical institutions across different provinces
Chao LIN ; Chenjie SHU ; Chuchu WAN ; Yang DONG ; Mengting DI ; Huiying SHEN ; Bo ZHANG
China Pharmacy 2026;37(13):1673-1678
OBJECTIVE To provide scientific reference for perfecting the record-filing management policy of traditional Chinese medicine preparations formulated via traditional processes for medical applications (hereinafter referred to as “TCM preparations”) in medical institutions, and further promote the sound development of the research and record-filing work of such preparations. METHODS A literature review combined with cross-sectional research was carried out. We collected policy documents and preparation information related to the record-filing of TCM preparations issued by national and provincial drug administration authorities on official websites during 2018-2025. A comparative analysis was conducted on the implementation and revision of core policy documents for the registration management of TCM preparations across provinces, the scope of record-filing dosage forms, conditions for rejection of record-filing, and exemptions for registration materials. Statistical analysis on the quantity and dosage forms of record-filing preparations in each province was conducted by means of data induction and trend chart plotting, and targeted suggestions were put forward to optimize the management pathway of record-filing. RESULTS CONCLUSIONS There was obvious heterogeneity in record-filing policies among provinces. Twelve provinces refined the applicable dosage forms for record-filing, fifteen provinces supplemented conditions for rejection of record-filing (16 items in total), and nine provinces expanded the scope of material exemptions. The number of recorded preparations presented a striking regional imbalance:Qinghai had the largest quantity of 4 269 varieties, while Hainan only had 14 varieties, with a gap of more than 300 times. The recorded preparations were mainly traditional dosage forms including pills (6 928 varieties) and powders (4 360 varieties). Only 12 provinces formulated the provincial catalog for TCM preparations allocation. In most regions, preparation circulation was only permitted within medical consortia, leading to a low transformation rate of scientific and technological achievements of preparations. It is recommended to optimize the record-filing management pathway from three aspects: strengthening policy standardization while maintaining flexibility, streamlining record-filing procedures and documentary requirements, and reinforcing technical support and achievement transformation. These measures can reduce regional policy differences, improve work efficiency of record-filing, and advance the standardized development and clinical value transformation of hospital-made TCM preparations.
5.Guyanxiao Tincture Alleviates Frozen Shoulder via Suppressing ACTC1 Induced Fibrosis in Shoulder Capsule
Quan SUN ; Kai-Wei ZHANG ; Yang LIU ; Yan WANG ; Rui ZHENG ; Shu-Guang ZHENG
Progress in Biochemistry and Biophysics 2026;53(10):2714-2732
ObjectiveFrozen shoulder (FS) is a debilitating musculoskeletal disorder characterized by persistent inflammation and progressive fibrosis of the glenohumeral joint capsule, leading to pain and severely restricted range of motion. Given the limited efficacy of current pharmacotherapies, there is an urgent need for novel anti-fibrotic agents. Guyanxiao Tincture (GYX), a traditional Chinese herbal formula, has shown clinical benefits in alleviating FS symptoms. However, its bioactive constituents and the molecular mechanisms underlying its therapeutic effects remain poorly defined. This study aimed to systematically evaluate the therapeutic efficacy of GYX against FS and to elucidate the mechanisms by which GYX attenuates capsular fibrosis. MethodsA Sprague-Dawley (SD) rat model of FS was established by immobilizing the unilateral shoulder with a plaster cast for 21 d. Following model induction, animals were administered with GYX or its serum-identified bioactive component, icariside F2. The absorbed prototype compounds of GYX in FS rat serum were profiled using ultraperformance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF-MS). Therapeutic effects were assessed by measuring shoulder range of motion (ROM), histopathological evaluation of the capsule via hematoxylin-eosin staining, and quantification of transforming growth factor‑β1 (TGF-β1) content by ELISA. To explore the underlying mechanisms, transcriptomic profiling of the shoulder capsule was performed using RNA sequencing, and differentially expressed genes were validated by real-time quantitative PCR. Protein expression and localization were examined through immunohistochemistry, immunofluorescence, and Western blot. Protein-protein interaction networks were constructed to identify key regulatory hubs. In vitro, primary shoulder capsule fibroblasts were stimulated with TGF‑β1 to induce a fibrotic phenotype and then treated with icariside F2. The expression of alpha cardiac muscle 1 (ACTC1), α‑smooth muscle actin, and collagen I was subsequently measured. ResultsSerum pharmacochemistry analysis identified icariside F2 as the predominant circulating bioactive component of GYX in FS rats. Both GYX and icariside F2 treatment significantly improved the ROM and ameliorated histopathological lesions, including the attenuation of synovial hyperplasia, inflammatory infiltration, and excessive collagen deposition in the shoulder capsule. Consistently, elevated TGF‑β1 levels in the model group were markedly reduced after the interventions. RNA sequencing revealed that actin ACTC1 was dramatically upregulated in the fibrotic capsule, accompanied by the enrichment of fibrosis-associated pathways such as TGF‑β signaling, focal adhesion, and ECM-receptor interaction. Protein-protein interaction network analysis demonstrated that ACTC1 directly interacts with core fibrotic genes, including Col1a1, Col1a2, Thbs2, and Fn1. Critically, icariside F2 administration significantly reversed the aberrant overexpression of ACTC1 and suppressed the activation of the aforementioned fibrosis-related pathways in vivo. In TGF‑β1-stimulated fibroblasts, icariside F2 dose-dependently downregulated ACTC1 at both the mRNA and protein levels and concurrently decreased the expression of the fibrotic markers α‑smooth muscle actin and collagen I. Immunofluorescence and Western blot further confirmed that icariside F2 attenuated stress fiber formation and collagen production in vitro. ConclusionGYX and its bioactive component icariside F2 effectively alleviate the progression of frozen shoulder by inhibiting capsular fibrosis. Mechanistically, the therapeutic action is functionally linked to the suppression of ACTC1 and its downstream profibrotic signaling cascade, highlighting ACTC1 as a promising therapeutic target for the management of frozen shoulder.
6.Protective Effects of Modified Yinhuo Guiyuan Huayu Formula on Retinal Ganglion Cells in Patients with Diabetic Retinopathy by Regulating NF-κB Signaling Pathway
Mingxia CUI ; Ying DUAN ; Lingbo SHU ; Yang ZHANG ; Xiaozhe LIU
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(7):1664-1672
Objective To investigate the clinical efficacy of Modified Yinhuo Guiyuan Huayu Formula(MYGHF)in diabetic retinopathy(DR)patients with yin deficiency and blood stasis syndrome and to observe its regulatory effects on the nuclear factor κB(NF-κB)signaling pathway.Methods A total of 100 DR patients(200 eyes)with yin deficiency and blood stasis syndrome admitted to the Fourth People's Hospital of Hengshui from January 2019 to April 2020 were equally randomized into a control group(50 cases,100 eyes)and an observation group(50 cases,100 eyes)using a random number table.Both groups were required to conduct intensive glycemic control.The control group was treated with conventional western medicine of lecithin-bound iodine,while the observation group received additional MYGHF for 3 months.Parameters of traditional Chinese medicine(TCM)syndrome scores,key components of NF-κB signaling pathway[NF-κB p65,inhibitor of kappa B kinase(IKK),inhibitor kappa B(IκB)],angiogenesis-related factors[fibroblast growth factor 21(FGF21),vascular endothelial growth factor(VEGF),angiopoietin 2(Ang2)],and efficacy indicators[glycated hemoglobin(HbA1c),fasting blood glucose(FBG),homeostasis model assessment of insulin resistance(HOMA-IR),visual field grayscale value,and best-corrected visual acuity(BCVA)]in the two groups were evaluated before treatment and 1 and 3 month(s)after treatment.After treatment,the clinical efficacy and safety of the two groups were assessed.Results(1)After 3 months of treatment,the total effective rate was 88.00%(44/50)in the observation group versus 70.00%(35/50)in the control group,demonstrating significantly superior therapeutic effects of TCM syndrome differentiation in the observation group(tested by chi-square test,P<0.05).(2)At 1 and 3 month(s)after treatment,both groups showed reduced scores for TCM symptoms of blurred vision,dizziness and tinnitus,soreness and weakness of waist and knees,and feverish sensation in the palms and soles compared to the baseline levels(all P<0.05).The observation group exhibited significantly greater reductions in these symptom scores than the control group at both time points(all P<0.05).(3)The protein expression levels of NF-κB p65,IKK were decreased and IκB was increased in both groups at 1 and 3 month(s)after treatment compared to the baseline levels(all P<0.05),and the observation group demonstrated more pronounced improvement of these key pathway components compared to the control group(all P<0.05).(4)The levels of angiogenesis-related factors of FGF21,Ang2,and VEGF were significantly reduced in both groups at 1 and 3 month(s)compared to the baseline levels(all P<0.05),and the observation group showed superior decreases compared to the control group(all P<0.05).(5)The efficacy indicators of HbA1c,FBG,HOMA-IR,visual field grayscale values,and BCVA were improved in both groups at post-treatment 1 and 3 month(s)compared to the baseline levels(all P<0.05),and the observation group achieved significantly superior improvement in all indicators compared to the control group(all P<0.05).(6)The total incidence of adverse reactions was 2.00%(1/50)in the observation group versus 8.00%(4/50)in the control group,with no statistically significant difference between groups(P>0.05).Conclusion MYGHF effectively alleviates clinical symptoms in patients with DR of yin deficiency and blood stasis type,and is effective on modulating angiogenesis-related factors and suppressing NF-κB signaling pathway activation,demonstrating satisfactory efficacy and good safety profile.
7.Clinical characteristics of Klebsiella pneumoniae in adult intensive care unit:a nationwide multi-center cohort study in China
Shu-Guang YANG ; Yao SUN ; Ting WANG ; Hua ZHANG ; Wei SUN ; You-Zhong AN ; Hui-Ying ZHAO
Medical Journal of Chinese People's Liberation Army 2025;50(3):292-300
Objective To analyze the epidemiological distribution,microbiological characteristics,drug-resistance status,and risk factors for mortality in adult intensive care unit(ICU)patients with Klebsiella pneumoniae infection.Methods This multi-center prospective cohort study included ICU patients with suspected infection from 67 hospitals across 16 Chinese provinces/municipalities between July 1,2021 and December 31,2022.Clinical data and microbiological results were collected,and patients were divided into survival and non-survival groups according to their survival status and drug-resistance situation.Risk factors for mortality and drug resistance in ICU patients with Klebsiella pneumonia infection were determined through univariate and multivariate logistic regression analyses.Results A total of 2964 ICU-infected patients were enrolled,with 12 175 microbial specimens submitted for testing.Among these,487 specimens tested positive for Klebsiella pneumoniae.Ultimately,314 patients with Klebsiella pneumoniae infection were identified,primarily from lung infections,with a drug-resistance rate of 78.3%.The in-hospital mortality rate of ICU patients infected with Klebsiella pneumoniae was 19.8%.Univariate and multivariate logistic regression analyses revealed that older age(P=0.027),high drug-resistance rate(P=0.028),and low clinical-effectiveness rate(P<0.001)were independent risk factors for mortality in ICU patients infected with Klebsiella pneumoniae.Drug-resistance analysis showed that,compared with non-resistant cases,ICU patients with drug-resistant Klebsiella pneumoniae infection had lower pathogen-clearance rates(P=0.003),clinical-effectiveness rates(P=0.004),and antibiotic-effectiveness rates(P<0.010),and higher mortality rates(P=0.006).Patients with Klebsiella pneumoniae abdominal infection(P=0.003)and urinary tract infection(P=0.007)had higher drug-resistance incidences.There were no statistically significant differences in clinical-effectiveness rate,Klebsiella pneumoniae clearance,drug-resistance incidence,mortality rate,or hospital-stay length between patients with lung infection and those with non-lung infection of Klebsiella pneumoniae(P>0.05).Compared with patients with non-bloodstream infection,patients with bloodstream infection of Klebsiella pneumoniae had lower clinical-effectiveness rates(P=0.027)and higher mortality rates(P=0.021).Conclusions Older age,high drug-resistance rate,and low clinical-effectiveness rate are independent risk factors for mortality in ICU patients infected with Klebsiella pneumoniae.ICU patients with bloodstream infection of Klebsiella pneumoniae may have lower clinical-effectiveness rates and higher mortality rates.ICU patients with abdominal and urinary tract infections caused by Klebsiella pneumoniae are more likely to develop drug resistance.
8.Relationship between frailty and acute kidney injury after hip fracture surgery in the elderly
Shu-Jun YE ; Kai-Hong ZHANG ; Xiao-Man SUN ; Huan-Kai ZHANG ; Zhi-Liang HUANG ; Duo YANG ; Long-Sheng ZHANG
Medical Journal of Chinese People's Liberation Army 2025;50(7):831-838
Objective To analyze the relationship between frailty and acute kidney injury(AKI)after hip fracture surgery in the elderly.Methods A total of 405 elderly patients who underwent hip fracture surgery in Jieyang People's Hospital from August 2021 to January 2023 were retrospectively analysed.According to the modified frailty index(mFI),they were divided into frail group(mFI≥0.27,n=112)and non-frail group(mFI<0.27,n=293).Postoperative AKI was defined according to the Kidney Disease:Improving Global Outcomes(KDIGO)criteria.After 1:1 propensity score matching(PSM),100 cases in each group were successfully matched.Univariable and multivariable logistic regression models,propensity score adjustment,PSM,inverse probability of treatment weighting(IPTW),standardized mortality ratio weighting(SMRW),pairwise algorithm(PA)weighting,and overlap weighting(OW)methods were used to analyze the relationship between frailty and postoperative AKI.Stratified analyses were performed according to age(≥80 or<80 years),gender,whether angiotensin-converting enzyme inhibitors(ACEI)/angiotensin Ⅱreceptor antagonists(ARB)were used,and whether intraoperative hypotension occurred.Results After PSM,there were no significant differences between the two groups in age,sex,surgical type,ACEI/ARB,blood urea nitrogen,serum creatinine,intraoperative blood loss,and intraoperative hypotension[standardized mean difference(SMD)<0.1].In both the original cohort and the matched cohort,the incidence of AKI was higher in frail group than in non-frail group(25.9%vs.8.9%,P<0.001;28.0%vs.11.0%,P=0.002).Analysis of the risk of postoperative AKI in elderly hip fracture patients in frail group found that compared with the non-frail group,in the univariate logistic regression model the odds ratio(OR)and a 95%confidence interval(CI)for the frail group was 3.59(2.00-6.43),P<0.001,and in the multivariable logistic regression model,the OR(95%CI)for frail group was 3.04(1.55-5.95),P=0.001.After adjustment for propensity score,the OR(95%CI)for frail group was 2.85(1.52-5.34),P=0.001,and the OR(95%CI)for frail group after PSM was 3.15(1.47-6.75),P=0.003.After IPTW,SMRW,PA weighting,and OW,the OR(95%CI)for frail group were 2.48(1.37-4.50),2.43(1.41-4.19),2.63(1.25-5.54),and 2.69(1.07-6.78),respectively,with P<0.05.The interaction tests were not statistically significant for age,sex,use of ACEI/ARB,and intraoperative hypotension(P>0.05).Conclusion In elderly patients with hip fractures,preoperative frailty may be a risk factor for postoperative AKI.
9.Effect of Draxin on the migration characteristics of trunk neural crest cells in the embryonic mouse spinal cord
Zu-Qi CUI ; Xiao-Jin MIAO ; Ze-Lin GU ; Meng-Fei GONG ; Huan CHEN ; Shu-Han YANG ; Tong-Yu LIU ; San-Bing ZHANG ; Yu-Hong SU
Acta Anatomica Sinica 2025;56(2):150-157
Objective To investigate the effect of dorsal repulsive axon guidance protein(Draxin)on the migration of trunk neural crest cells during the early development of embryonic mouse spinal cord.Methods Immunohistochemistry and in situ hybridization were used to detect the expression characteristics of Draxin in early embryonic spinal cord(8 mice each group);In situ hybridization was used to detect the change of migration characteristics of trunk neural crest cells in early embryonic spinal cord of different types of mouse(5 mice each group);in vitro culture method was used to check the effect of Draxin on the migration characteristics of embryonic mouse trunk neural crest cells(16 mice each group).Resultsβ-galactosidase gene Z(LacZ)gene was introduced when Draxin gene was knocked out to produce Draxin gene knockout mice.β-galactosidase staining was used to detect LacZ gene expression in Draxin knockout embryonic mice,and the result showed that Draxin expression was observed in the spinal cord of early embryonic mice since 9.5 days(E9.5).Draxin expression was obvious in the embryonic mice spinal cord in E10.5 period.In situ hybridization was used to detect the expression of Draxin gene in the spinal cord of wild type embryonic mice,and the result further verified the obvious expression of Draxin in the early embryonic mice spinal cord in El0.5 period.Sox10 in situ hybridization was used to detect neural crest cell migration in the spinal cord of embryonic mice in E10.5 period.The result showed that segmental migration of neural crest cells in the early embryonic spinal cord of some Draxin knockout mice was delayed compared with the wild type mice.The effect of Draxin on the migration of wild type early embryonic mice trunk neural crest cells in vitro was tested.The result showed that Draxin reduced the migration distance of neural crest cells in vitro.Conclusion In the early developmental stage of embryonic spinal cord(E9.5-E10.5),neural crest cells migrated exuberant.At the same time,Draxin plays an important inhibitory function in the formation of the specific migration pathways of trunk neural crest cells by promoting neural crest cells migrating away from Draxin expressing regions.
10.A machine learning-based trajectory predictive modeling method for manual acupuncture manipulation.
Jian KANG ; Li LI ; Shu WANG ; Xiaonong FAN ; Jie CHEN ; Jinniu LI ; Wenqi ZHANG ; Yuhe WEI ; Ziyi CHEN ; Jingqi YANG ; Jingwen YANG ; Chong SU
Chinese Acupuncture & Moxibustion 2025;45(9):1221-1232
OBJECTIVE:
To propose a machine learning-based method for predicting the trajectories during manual acupuncture manipulation (MAM), aiming to improve the precision and consistency of acupuncture practitioner' operation and provide the real-time suggestions on MAM error correction.
METHODS:
Computer vision technology was used to analyze the hand micromotion when holding needle during acupuncture, and provide a three-dimensional coordinate description method of the index finger joints of the holding hand. Focusing on the 4 typical motions of MAM, a machine learning-based MAM trajectory predictive model was designed. By integrating the changes of phalangeal joint angle and hand skeletal information of acupuncture practitioner, the motion trajectory of the index finger joint was predicted accurately. Besides, the roles of machine learning-based MAM trajectory predictive model in the skill transmission of acupuncture manipulation were verified by stratified randomized controlled trial.
RESULTS:
The performance of MAM trajectory predictive model, based on the long short-term memory network (LSTM), obtained the highest stability and precision, up to 98%. The learning effect was improved when the model applied to the skill transmission of acupuncture manipulation.
CONCLUSION
The machine learning-based MAM predictive model provides acupuncture practitioner with precise action prediction and feedback. It is valuable and significant for the inheritance and error correction of manual operation of acupuncture.
Humans
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Acupuncture Therapy/instrumentation*
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Machine Learning
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Adult
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Male
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Female


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