1.Prediction of duloxetine blood concentration in patients with depression based on machine learning
Ming QIAO ; Lu JIN ; Yi ZHU ; Junping HU
China Pharmacy 2025;36(6):752-757
OBJECTIVE To provide medication reference for duloxetine use in clinical settings, particularly for patients with depression in primary medical institutions in Xinjiang that lack therapeutic drug monitoring conditions. METHODS The medical records of 281 depression inpatients taking duloxetine in the First Affiliated Hospital of Xinjiang Medical University from January 2022 to December 2023 were retrospectively collected. They were divided into training set (196 cases) and test set (85 cases) in the ratio of 7∶3. Feature selection was performed by encapsulating random forests (RF) with recursive feature elimination. Four machine learning algorithms, namely support vector machine, RF, extreme gradient boosting (XGBoost) and artificial neural network, were used to construct duloxetine blood concentration prediction model. The prediction performance of the models was evaluated and compared by coefficient of determination (R2), mean absolute error (MAE) and root mean squared error (RMSE). The feature of the selected optimal model was explained by Shapley additive explanation method, and the importance ranking of the features and the influence on the prediction results of duloxetine blood concentration were determined. RESULTS A total of 29 characteristic variables were selected, including age, ethnicity, body mass index(BMI), etc. XGBoost showed the highest R2 (0.808), and the lowest MAE (7.644) and RMSE (10.808). The ranking of feature importance for predicting the blood concentration of duloxetine was as follows: BMI>age>other 20 feature sets (including liver and kidney function and biochemical indicators)>daily dosage>comorbidities>combination therapy>ethnicity>white blood cell count>hemoglobin>height. CONCLUSIONS XGBoost model possesses the best prediction performance of duloxetine blood concentration; BMI and age have a greater impact on the prediction of duloxetine blood concentration.
2.Changes in the body shape and ergonomic compatibility for functional dimensions of desks and chairs for students in Harbin during 2010-2024
Chinese Journal of School Health 2025;46(3):315-320
Objective:
To analyze the change trends in the body shape indicators and proportions of students in Harbin from 2010 to 2024, and to investigate ergonomic compatibility of functional dimensions of school desks and chairs with current student shape indicators, so as to provide a reference for revising furniture standards of desks and chairs.
Methods:
Between September and November of both 2010 and 2024, a combination of convenience sampling and stratified cluster random sampling was conducted across three districts in Harbin, yielding samples of 6 590 and 6 252 students, respectively. Anthropometric shape indicators cluding height, sitting height, crus length, and thigh length-and their proportional changes were compared over the 15-year period. The 2024 data were compared with current standard functional dimensions of school furniture. The statistical analysis incorporated t-test and Mann-Whitney U- test.
Results:
From 2010 to 2024, average height increased by 1.8 cm for boys and 1.5 cm for girls; sitting height increased by 1.5 cm for both genders; crus length increased by 0.3 cm for boys and 0.4 cm for girls; and thigh length increased by 0.5 cm for both genders. The ratios of sitting height to height, and sitting height to leg length increased by less than 0.1 . The difference between desk chair height and 1/3 sitting height ranged from 0.4-0.8 cm. Among students matched with size 0 desks and chairs, 22.0% had a desk to chair height difference less than 0, indicating that the desk to chair height difference might be insufficient for taller students. The differences between seat height and fibular height ranged from -1.4 to 1.1 cm; and the differences between seat depth and buttock popliteal length ranged from -9.8 to 3.4 cm. Among obese students, the differences between seat width and 1/2 hip circumference ranged from -20.5 to -8.7 cm, while it ranged from -12.2 to -3.8 cm among non obese students.
Conclusion
Current furniture standards basically satisfy hygienic requirements; however, in the case of exceptionally tall and obese students, ergonomic accommodations such as adaptive seating allocation or personalized adjustments are recommended to meet hygienic requirements.
3.Bupleuri Radix Associated Prescriptions Against Depression: A Review
Congwei LI ; Mingliang QIAO ; Peiyuan ZHAO ; Bing LI ; Yi MENG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(10):295-304
In today's society, depression is a kind of highly prevalent chronic mental illness. It leads to a high disability rate and a heavy economic burden. Depression is defined by fundamental symptoms of low mood and diminished pleasure. Its causes and mechanisms remain unclear, and it presents a broad spectrum of symptoms and a persistent nature that significantly impacts both physical and mental well-being. Treatment in Western medicine primarily focuses on alleviating symptoms, yet it entails numerous adverse effects and contraindications. Traditional Chinese medicine (TCM) treatment is based on resolving depression, which is often accompanied by soothing liver, and the key medicine is Bupleuri Radix. Bupleuri Radix associated prescriptions refer to a class of prescriptions using Bupleuri Radix as the sovereign medicinal or having a high dose of Bupleuri Radix, which are widely used in the field of anti-depression. Previous studies from animal experiments, clinical research, and modern pharmacological research have confirmed that Bupleuri Radix associated prescriptions have precise anti-depression efficacy in multiple ways and at multiple levels, but lack a comprehensive and systematic summarization. This paper summarized and analyzed the literature related to the clinical application and mechanism of action of Bupleuri Radix associated prescriptions in anti-depression treatment. The results showed that the anti-depression mechanism of the Bupleuri Radix associated prescriptions (such as Xiaochaihu Tang, Xiaoyao San, Sini San, Chaihu Shugan San, and Chaihu jia Longgu Muli San) was associated with the effects of regulating monoamine neurotransmitters, the brain-derived neurotrophic factor (BDNF), intestinal flora, and the hypothalamic-pituitary-adrenal (HPA) axis, inhibiting inflammatory responses, and modulating related signaling pathways. Applying them in clinical practice can effectively alleviate patient symptoms, lower the TCM syndrome score and the severity of depression, and also reduce adverse reactions. This underscores advantages of TCM in depression treatment, which offers patients a secure, effective, and more individualized alternative treatment regimen. On this basis, the shortcomings of current studies and the future trend were analyzed. This study aimed to provide an evidence-based medicine basis for the research and development of novel antidepressant medications.
4.Clinical research progress of traditional Chinese medicine in the treatment of children’s cold stagnation syndrome
Weiqi LYU ; Jinhai YI ; Xingfang QIAO
China Pharmacy 2025;36(11):1411-1416
The changes in modern children’s lifestyles and dietary environments have led to children’s cold stagnation syndrome becoming one of the most common pediatric conditions. Traditional Chinese medicine attributes its internal causes primarily to lung-spleen deficiency and weak defensive functions, while external causes predominantly involve invasion by external pathogens such as wind or epidemic qi. The pathogenesis involves either initial food stagnation followed by external contraction or primary external contraction leading to secondary stagnation. Traditional Chinese medicine employs a syndrome differentiation and treatment system, utilizing targeted approaches such as internal therapies (Chinese herbal formulas or patent medicines, such as Youke shengjiang decoction, modified Dayuanyin formula, Huanghua shuangjie decoction, Sanyang qingjie decoction, Banxia xiexin decoction, Xiao’er chiqiao qingre granule, Baoji oral liquid, etc.), external therapies (massage, acupuncture, acupoint applications), combined therapies (integrating internal-external treatments or Chinese-Western medicine), and preventive therapy at the pre-disease stage. These methods demonstrate unique advantages in alleviating clinical symptoms and improving treatment efficacy. However, limitations persist, including insufficient standardization in clinical research and a lack of in-depth mechanistic studies.
5.Ameliorative effect of patchouli alcohol on mice with lung-heat syndrome based on PI3K/Akt/NF-κB pathway
Linze LI ; Yi LI ; Haoyi QIAO ; Jiakang JIAO ; Qi ZHANG ; Xiaofang WU ; Xingyu ZHAO ; Yinming ZHAO ; Chun WANG ; Jianjun ZHANG ; Linyuan WANG
Journal of Beijing University of Traditional Chinese Medicine 2025;48(4):459-470
Objective:
To investigate the therapeutic effect of patchouli alcohol on mice with lung-heat syndrome based on the phosphoinositide 3-kinase(PI3K)/protein kinase B(Akt)/nuclear factor-kappa B(NF-κB) signaling pathway.
Methods:
First, network pharmacology was used to predict the potential targets of patchouli alcohol in the treatment of lung-heat syndrome, and a "component-disease-key target" network was constructed for pathway analysis. Then, 40 BALB/c mice were assigned to the normal, lung-heat model, honeysuckle, and low-dose and high-dose patchouli alcohol groups. All groups, except the blank group, were intranasally infected with 50 μL (103 TCID50) of influenza virus solution. After two hours of infection, mice were treated once a day for seven consecutive days. The therapeutic mechanism of patchouli alcohol was explored by measuring pulmonary inflammatory factors, the PI3K/Akt/NF-κB pathway, hypothalamic fever markers (PGE2, cAMP, cGMP levels), rectal temperature, and tissue energy metabolism.
Results:
Network pharmacology identified 135 target genes related to patchouli alcohol and lung-heat syndrome, with the key targets being STAT3, H1F1A, and NF-κB1. In animal experiments, patchouli alcohol significantly alleviated influenza virus-induced lung inflammatory damage in mice with lung-heat syndrome, inhibited the expression of TNF-α and IL-6 in lung tissues(P<0.01), and suppressed the activation of the PI3K/Akt/NF-κB pathway. It also reduced hypothalamic levels of PGE2 and cAMP(P<0.01), suppressed the increase in rectal temperature, significantly decreased liver glycogen and pyruvate levels(P<0.01), and increased the activities of SDH, LDH, and Na+ -K+ -ATPase in the liver(P<0.01)
Conclusion
Patchouli alcohol improves the symptoms of lung-heat syndrome in mice by inhibiting the activation of the PI3K/Akt/NF-κB pathway, reducing proinflammatory cytokines and inflammatory damage, and regulating hypothalamic fever markers and energy metabolism.
6.The Effect of Modified Shugan Dingji Decoction (疏肝定悸汤) on the Occurrence of Endpoint Events in Patients with Paroxysmal Atrial Fibrillation of Liver Constraint and Qi Stagnation: A Retrospective Cohort Study
Hainan LU ; Siyu QIAO ; Shuai ZHANG ; Yi ZHANG ; Lin SHEN
Journal of Traditional Chinese Medicine 2024;65(1):66-71
ObjectiveTo retrospectively analyze the effect of modified Shugan Dingji Decoction (疏肝定悸汤) on the occurrence of endpoint events in patients with paroxysmal atrial fibrillation of liver constraint and qi stagnation. MethodsA retrospective cohort study was conducted using the electronic medical record database of Longhua Hospital affiliated to Shanghai University of Traditional Chinese Medicine to screen and include patients with paroxysmal atrial fibrillation of liver constraint and qi stagnation from January 1st, 2018, to December 31th, 2021. The included patients were divided into an exposure group and a non-exposure group, each consisting of 100 cases, based on whether they received modified Shugan Dingji Decoction. General information of the patients including age, gender, body mass index, duration of illness and comorbidities, medication history, cardiac structure and function indicators such as left atrial diameter, left ventricular end-diastolic diameter, stroke volume and ejection fraction, and the occurrence of endpoint events assessed through 24-hour dynamic electrocardiography or electrocardiogram to determine the recurrence of paroxysmal atrial fibrillation were collected. Kaplan-Meier (K-M) curves and Log-Rank tests were used to conduct survival analysis on the occurrence of endpoint events in the two groups of patients. Univariate and multivariate Cox regression analyses were used to analyze the impact of various factors on entry into endpoint events. Additionally, a safety assessment was performed by comparing liver and kidney function indicators before and after treatment. ResultsIn the non-exposure group, a total of 49 cases (49.0%) experienced endpoint events, while in the exposure group, there were 26 cases (26.0%). The Log-rank test indicated significant difference between the two groups (χ2=11.211, P=0.001). Univariate Cox regression analysis showed that age, duration of illness, hypertension, diabetes, chronic heart failure, left atrial diameter, stroke volume, and the use of modified Shugan Dingji Decoction may be the influencing factors for the occurrence of endpoint events in patients with paroxysmal atrial fibrillation of liver constraint and qi stagnation (P<0.05 or P<0.01). Multivariate Cox regression analysis showed that the risk of endpoint events in the exposure group was significantly lower than that in the non-exposure group (P<0.01). Patients with a duration of illness >12 months had a significantly higher risk of endpoint events compared to those with a duration of illness ≤12 months (P<0.01). Patients without concomitant hypertension had a lower risk of endpoint events compared to those with hypertension (P<0.05). Patients with left atrial diameter >40 mm had significantly higher risk of endpoint events than those with left atrial diameter ≤40 mm (P<0.01). There was no statistically significant difference in liver and kidney function indicators between the two groups before and after treatment (P>0.05). ConclusionThe use of modified Shugan Dingji Decoction is a protective factor for patients with paroxysmal atrial fibrillation of liver constraint and qi stagnation, which can help to reduce the recurrence and progression of atrial fibrillation. Long duration of illness, concomitant hypertension, and enlarged left atrial diameter are risk factors for patients to experience endpoint events.
7.Establishment of a rat model with aortic dissection induced by β-aminopropionitrile combined with angiotensin Ⅱ
Yi ZHANG ; Xinmei LIU ; Guangqi ZHOU ; Yanli QIAO ; Haiyang HU ; Hongsheng LIU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(01):127-134
Objective To investigate the optimal administration combination of β-aminopropionitrile (BAPN) and Angiotensin Ⅱ (Ang-Ⅱ) in the establishment of SD rat aortic dissection (AD) model and the related complications. Methods Forty-two three-week-old male SD rats were randomly divided into 7 groups: a group A (0.25% BAPN), a group B (0.40% BAPN), a group C (0.80% BAPN), a group D [1 g/(kg·d) BAPN], a group E [1 g/(kg·d) BAPN+ 1 μg/(kg·min) saline], a group F [1 g/(kg·d) BAPN+1 μg/(kg·min) Ang-Ⅱ] and a group G (control group). There were 6 rats in each group. The intervention period was 4 weeks (groups E and F were 4 weeks+5 days). Rats were dissected immediately if they died during the experiment. After the intervention, the surviving rats were sacrificed by pentobarbital sodium, and the whole aorta was separated and retained. Hematoxylin-eosin staining was used to observe the changes of aorta from the pathological morphology. Results There was no statistical difference in the survival rate among the groups after 4 weeks of BAPN intervention (P>0.05). After 5 days of mini-osmotic pumps implantation, the survival rate of rats was higher in the group E than that in the group F (P=0.008), and the incidence of AD in the group E was lower than that in the group F (P=0.001). BAPN could affect the food and water intake of rats. After BAPN intervention for 4 weeks, the body weight of rats in the group G was higher than those in the intervention groups (P<0.05). BAPN combined with Ang-Ⅱ could make the aortic intima thick, elastic fiber breakage, arrangement disorder, and inflammatory cell infiltration in rats, which conformed to the pathological and morphological changes of AD. BAPN could also affect mental state and gastrointestinal tract. Conclusion The combination of BAPN [1 g/(kg·d)] and Ang-Ⅱ [1 μg/(kg·min)] can stably establish AD model in rats, which will provide a stable carrier for further study of the pathogenesis and therapeutic targets of AD. However, the complications in this process are an unstable factor. How to balance the influence of BAPN on other tissues and organs in the process of AD model establishment remains to be further studied.
8.Niemann-Pick disease type B and heterogeneous manifestations of its liver involvement: A case report
Qiao YANG ; Yi SHEN ; Yue SHI ; Jin WANG ; Fangfang LYU
Journal of Clinical Hepatology 2024;40(2):356-360
This article reports a case with the chief complaint of “hepatosplenomegaly to be investigated” and a confirmed diagnosis of Niemann-Pick disease type B after various tests, and a literature review was conducted to summarize the heterogeneous manifestations of liver involvement in type B Niemann-Pick disease, in order to improve the clinical management of difficult and rare liver diseases.
9.Protective effects of Silybum thistle extract and related formulations on liver in mice with alcoholism
Ting-Qiao WANG ; Wu-Jiang REN ; Liang-Yu LÜ ; Rong WEI ; Yue-Yi GUO ; Jian ZHAO
The Chinese Journal of Clinical Pharmacology 2024;40(7):1009-1013
Objective To investigate the protective effect of silymarin extract(SME)and its complex preparation on ethanol liver injury.Methods An ethanol liver injury model was established by gavage of 12 mL·kg-1 50%ethanol.Male mice were divided into blank group(distilled water),model group(ethanol liver injury model),SME-L,-H groups(6,20 mg·mL-1 SME),SME+Ganoderma lucidum extract(GLE)-L,-H groups(10,30 mg·mL-1 SME+GLE,SME∶GLE=1∶1),Jian An Shi Silymarin Pueraria Mirifica and Tansy tablets(JAS)-L,-H groups(68,204 mg·mL-1 JAS),there were 12 mice in each group.The serum levels of glutamic-oxaloacetic transaminase(GOT)in mice were measured by fully automated biochemical analyzer assay;the serum levels of interleukin-6(IL-6)and tumor necrosis factor-alpha(TNF-α)in mice were measured by enzyme-linked immunosorbent assay(ELASA);the hepatic tissue of oxidative stress indexes[catalase(CAT)and total superoxide dismutase(T-SOD)]were measured by ultraviolet spectrophotometer.Results The T-SOD activity in the blank group,model group,SME-L,SME-H,SME+GLE-L,SME+GLE-H,JAS-L and JAS-H groups were(192.54±49.00),(141.65±34.72),(205.83±32.77),(191.68±25.83),(192.31±28.79),(177.82±32.61),(218.58±74.80)and(210.24±31.65)U·mg·prot-1;CAT activity were(37.78±5.73),(28.92±8.44),(44.12±11.52),(41.41±9.15),(47.01±10.48),(41.63±8.95),(47.14±8.91)and(48.29±10.06)U·mg-1;GPT levels were(47.61±13.00),(97.84±26.00),(62.33±18.92),(51.84±17.91),(70.77±28.00),(58.00±21.27),(52.28±18.78)and(45.55±9.27)U·L-1;IL-6 levels were(21.03±1.52),(28.43±5.75),(21.90±3.24),(21.23±1.55),(22.26±2.58),(21.24±2.91),(22.17±4.14)and(21.14±3.02)pg·mL-1.Comparing the above indexes in the model group with the blank group,and comparing the above indexes in the SME-L,SME-H,SME+GLE-L,SME+GLE-H,JAS-L,JAS-H groups with the model group,the differences were statistically significant(all P<0.01).The TNF-α levels in blank,model,SME-L,SME-H,SME+GLE-L,SME+GLE-H,JAS-L and JAS-H groups were were(28.07±7.72),(69.02±16.34),(40.29±8.94),(48.84±10.17),(41.91±14.96),(40.07±12.75),(50.72±11.44)and(45.05±11.34)pg·mL-1.Comparing the model group with the blank group,the SME,SME+GLE-L,-M and JAS,-M groups with the model group,the differences were statistically significant(all P<0.01).Conclusion Silybum marianum extract and its compound preparation can increase the antioxidant level and reduce the inflammation of mouse liver,and have a certain improvement effect on liver injury caused by acute ethanol poisoning.
10.Clinical trial of montelukast sodium combined with terbutaline in the treatment of children with cough variant asthma
Jian-Fei CHEN ; Qiao-Bo ZHU ; Dong-Liang SHAO ; Xiao-Yi JI
The Chinese Journal of Clinical Pharmacology 2024;40(15):2155-2159
Objective To observe the application effect of montelukast sodium combined with terbutaline on cough variant asthma(CVA)in children and its influence on airway remodeling and peripheral blood inflammatory indicators.Methods The children with CVA were randomly classified into control group and treatment group.The control group was given aerosol inhalation of terbutaline(5 mg each time,twice a day),and on the basis of the control group,the treatment group was combined with oral administration of montelukast sodium granules(4 mg each time,once a day,taking before going to bed),and both groups were continuously treated for 3 months.The clinical efficacy,airway cross-section area(AO),airway lumen area(AI),airway wall thickness(T),airway wall area(WA),serum interleukin-5(IL-5),eosinophilic chemotactic factor(Eotaxin),macrophage inflammatory protein-1α(MIP-1α)and T lymphocyte subgroups CD4+,CD8+and CD4+/CD8+were compared between the two groups of children,and the medication safety was assessed.Results Fifty-three cases in control group and 53 cases in treatment group were included.After treatment,the total effective rates in treatment group and control group were 96.23%(51 cases/53 cases)and 83.02%(44 cases/53 cases),respectively(P<0.05).The AO values in treatment group and control group were(39.42±3.67)and(45.69±4.92)mm2;AI values were(22.36±2.85)and(27.06±3.18)mm2;T values were(1.12±0.28)and(1.44±0.33)mm;WA values were(53.82±4.17)and(60.13±4.66)mm2;serum IL-5 levels were(25.46±5.83)and(41.46±7.64)ng·L-1;Eotaxin levels were(181.24±30.05)and(238.21±39.42)ng·L-1;MIP-1a levels were(15.24±3.67)and(22.43±4.05)ng·L-1;CD4+levels were(37.18±4.06)%and(33.57±3.82)%;CD8+levels were(24.08±3.15)%and(27.31±3.07)%;and CD4+/CD8+levels were 1.54±0.33 and 1.24±0.28,respectively(all P<0.05).The total incidences of adverse drug reactions in treatment group and control group were 9.43%(5 cases/53 cases)and 3.77%(2 cases/53 cases),respectively(P>0.05).Conclusion Montelukast sodium combined with terbutaline has an exact efficacy in the treatment of CVA in children,and it can effectively reverse airway remodeling,reduce inflammation level and enhance immune function,and it has good safety.


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