1.Comparative Study of International Medication Reconciliation Guidelines and Improvement Strategies in China
Zhe JIN ; Dong LIU ; Juan LI ; Shaohui ZHANG ; Yongji LAI ; Ping LONG ; Yang YU ; Yirui WANG ; Jian ZOU ; Jiaxin LV ; Da FENG
Chinese Hospital Management 2025;45(12):71-75
Medication reconciliation plays a key role in improving patient medication safety,reducing inappropriate polypharmacy,and promoting the high-quality development of pharmaceutical services.Compared to advanced international guidelines,China's medication reconciliation service standards have deficiencies in areas such as definition and process design,and multidisciplinary team building.There is a need to establish a comprehensive medication reconciliation effect evaluation index system,develop pharmacist-led multidisciplinary teams,promote the advancement of artificial intelligence and big data technologies,and strengthen outpatient and community medication reconciliation coverage,thereby contributing to the high-quality development of pharmaceutical services in China.
2.Application and frontier exploration of retrieval-augmented generation technology in medical artificial intelligence
Zhe JIN ; Jian ZOU ; Xiao LI ; Jiaxin LYU ; Zhongxu HU ; Da FENG
Chinese Journal of Pharmacoepidemiology 2025;34(8):962-971
With the rapid rise of large language models(LLM),the natural language generation capabilities of deep learning have demonstrated significant value in the medical field.However,the"closed nature"of model parameters makes them prone to generating"hallucinations",making it difficult to provide accurate answers to the latest knowledge,and the reasoning process lacks transparency and traceability.Retrieval-augmented generation(RAG)technology addresses these issues by actively connecting external information sources such as document databases and knowledge graphs during the generation process.This significantly reduces the dependence of LLM on outdated training data and introduces verifiable evidence and real-time knowledge updates into their responses.In the medical field,RAG technology effectively addresses the high-accuracy and traceability requirements of literature retrieval and clinical decision support.It is widely applied in areas such as drug discovery,pharmacovigilance,and the diagnosis and treatment of rare diseases.By integrating emerging technologies such as reinforcement learning,multimodal processing,and compliant privacy protection,RAG technology is evolving towards a more open and highly customizable direction,providing innovative intelligent solutions for medical information retrieval and decision-making support.
3.Application and frontier exploration of retrieval-augmented generation technology in medical artificial intelligence
Zhe JIN ; Jian ZOU ; Xiao LI ; Jiaxin LYU ; Zhongxu HU ; Da FENG
Chinese Journal of Pharmacoepidemiology 2025;34(8):962-971
With the rapid rise of large language models(LLM),the natural language generation capabilities of deep learning have demonstrated significant value in the medical field.However,the"closed nature"of model parameters makes them prone to generating"hallucinations",making it difficult to provide accurate answers to the latest knowledge,and the reasoning process lacks transparency and traceability.Retrieval-augmented generation(RAG)technology addresses these issues by actively connecting external information sources such as document databases and knowledge graphs during the generation process.This significantly reduces the dependence of LLM on outdated training data and introduces verifiable evidence and real-time knowledge updates into their responses.In the medical field,RAG technology effectively addresses the high-accuracy and traceability requirements of literature retrieval and clinical decision support.It is widely applied in areas such as drug discovery,pharmacovigilance,and the diagnosis and treatment of rare diseases.By integrating emerging technologies such as reinforcement learning,multimodal processing,and compliant privacy protection,RAG technology is evolving towards a more open and highly customizable direction,providing innovative intelligent solutions for medical information retrieval and decision-making support.
4.Comparative Study of International Medication Reconciliation Guidelines and Improvement Strategies in China
Zhe JIN ; Dong LIU ; Juan LI ; Shaohui ZHANG ; Yongji LAI ; Ping LONG ; Yang YU ; Yirui WANG ; Jian ZOU ; Jiaxin LV ; Da FENG
Chinese Hospital Management 2025;45(12):71-75
Medication reconciliation plays a key role in improving patient medication safety,reducing inappropriate polypharmacy,and promoting the high-quality development of pharmaceutical services.Compared to advanced international guidelines,China's medication reconciliation service standards have deficiencies in areas such as definition and process design,and multidisciplinary team building.There is a need to establish a comprehensive medication reconciliation effect evaluation index system,develop pharmacist-led multidisciplinary teams,promote the advancement of artificial intelligence and big data technologies,and strengthen outpatient and community medication reconciliation coverage,thereby contributing to the high-quality development of pharmaceutical services in China.
5.Identification of the antidepressant fraction and its major chemical constituents of Radix Paeoniae Alba
Da-hua ZHENG ; Meng YU ; Zhao JIN ; Ming WU ; Ping WANG ; Zhong-mei ZOU
Acta Pharmaceutica Sinica 2023;58(5):1307-1316
The goal of this work was to investigate the antidepressant fraction from Radix Paeoniae Alba and identify its major chemical constituents. Corticosterone injured rat phaeochromocytoma (PC12) cells and behavioral despair depression models of mice were used to evaluate the antidepressant effects of Radix Paeoniae Alba (Bai-Shao) ethanol extract (BS-E) and its three fractions (BS-10E, BS-60E, BS-95E) isolated by macroporous resin column chromatography. Animal experimental procedures were approved by the Animal Ethics Committee of the Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences and Peking Union Medical College (approval No.: SLXD-20210618051). The results showed that BS-E, BS-10E and BS-60E had protective effects against PC12 cells injury induced by corticosterone, among which BS-60E had the strongest protective effect. BS-60E could significantly shorten the time of forced swimming and tail suspension in despair depression models of mice, and was identified as the antidepressant fraction of Radix Paeoniae Alba. The major chemical constituents in the antidepressant fraction were identified by ultra-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF/MS), and their proposed fragmentation pathways in MS spectra were deduced. A total of 79 chemical constituents were identified from BS-60E, including 36 monoterpenes, 34 polyphenols, 6 oligosaccharides, and 3 other constituents, and monoterpenes and polyphenols may be major effective constituents of BS-60E.
6.Analysis of clinical phenotype and genotype of Chinese children with disorders of sex development.
Hu LIN ; Hao YANG ; Jun Fen FU ; Jin Na YUAN ; Ke HUANG ; Wei WU ; Guan Ping DONG ; Hong Juan TIAN ; De Hua WU ; Da Xing TANG ; Ding Wen WU ; Li Ying SUN ; Ya Lei PI ; Li Jun LIU ; Li Ping SHI ; Wei GU ; Lu Gang HUANG ; Yi Hua WANG ; Lin Qi CHEN ; Hong Ying LI ; Yang YU ; Hai Yan WEI ; Xin Ran CHENG ; Xiao Ou SHAN ; Yu LIU ; Xu XU ; Shu LIU ; Xiao Ping LUO ; Yan Feng XIAO ; Yu YANG ; Gui Mei LI ; Mei FENG ; Xiu Qi MA ; Dao Xiang PAN ; Jia Yan TANG ; Rui Min CHEN ; Mireguli MAIMAITI ; De Yun LIU ; Xin Hai CUI ; Zhe SU ; Zhi Qiao DONG ; Li ZOU ; Yan Ling LIU ; Jin WU ; Kun Xia LI ; Yuan LI
Chinese Journal of Pediatrics 2022;60(5):435-441
Objective: To explore the heterogeneity and correlation of clinical phenotypes and genotypes in children with disorders of sex development (DSD). Methods: A retrospective study of 1 235 patients with clinically proposed DSD in 36 pediatric medical institutions across the country from January 2017 to May 2021. After capturing 277 DSD-related candidate genes, second-generation sequencing was performed to analyzed the heterogeneity and correlation combined with clinical phenotypes. Results: Among 1 235 children with clinically proposed DSD, 980 were males and 255 were females of social gender at the time of initial diagnosis with the age ranged from 1 day of age to 17.92 years. A total of 443 children with pathogenic variants were detected through molecular genetic studies, with a positive detection rate of 35.9%. The most common clinical phenotypes were micropenis (455 cases), hypospadias (321 cases), and cryptorchidism (172 cases) and common mutations detected were in SRD5A2 gene (80 cases), AR gene (53 cases) and CYP21A2 gene (44 cases). Among them, the SRD5A2 mutation is the most common in children with simple micropenis and simple hypospadias, while the AMH mutation is the most common in children with simple cryptorchidism. Conclusions: The SRD5A2 mutation is the most common genetic variant in Chinese children with DSD, and micropenis, cryptorchidism, and hypospadias are the most common clinical phenotypes. Molecular diagnosis can provide clues about the biological basis of DSD, and can also guide clinicians to perform specific clinical examinations. Target sequence capture probes and next-generation sequencing technology can provide effective and economical genetic diagnosis for children with DSD.
3-Oxo-5-alpha-Steroid 4-Dehydrogenase/genetics*
;
Child
;
China/epidemiology*
;
Cryptorchidism/genetics*
;
Disorders of Sex Development/genetics*
;
Female
;
Genital Diseases, Male
;
Genotype
;
Humans
;
Hypospadias/genetics*
;
Male
;
Membrane Proteins/genetics*
;
Penis/abnormalities*
;
Phenotype
;
Retrospective Studies
;
Steroid 21-Hydroxylase/genetics*
7.The intestinal absorption characteristics of five active components in Lizhong Decoction
Yue WAN ; Yu-meng SHEN ; Jun-feng ZOU ; Meng-jun CHEN ; Zhi-miao ZHANG ; Shu JIANG ; Da-wei QIAN ; Jin-ao DUAN
Acta Pharmaceutica Sinica 2021;56(6):1689-1695
The intestinal absorption properties of the main effective components (glycyrrhizic acid, isoliquiritigenin, 6-gingerol, ginsenoside Rb1, atractylode-I) in Lizhong decoction (LZD) extracts were investigated with an
8. Unsatisfying antiviral therapeutic effect in patients with mother-tochild transmissed chronic hepatitis B virus infection: a prospective multi-center clinical study
Jun LI ; Xiao-Qin DONG ; Zhao WU ; An-Lin MA ; Shi-Bin XIE ; Xu-Qing ZHANG ; Zhan-Qing ZHANG ; Da-Zhi ZHANG ; Wei-Feng ZHAO ; Guo ZHANG ; Jun CHENG ; Qing XIE ; Jun LI ; Zhi-Qiang ZOU ; Ying-Xia LIU ; Gui-Qiang WANG ; Hong ZHAO
Chinese Medical Journal 2019;132(22):2647-2656
Background:
Few data are available regarding the progression of liver disease and therapeutic efficacy in chronic hepatitis B virus (HBV) carriers infected by mother-to-child transmission (MTCT). This study aimed to investigate these two aspects by comparing the adult chronic HBV carriers in MTCT group with those in horizontal transmission group.
Methods:
The 683 adult chronic HBV patients qualified for liver biopsy including 191 with MTCT and 492 with horizontal transmission entered the multi-center prospective study from October 2013 to May 2016. Biopsy results from 217 patients at baseline and 78 weeks post antiviral therapy were collected.
Results:
Patients infected by MTCT were more likely to have e antigen positive (68.6%
9.Expert consensus statement on Diemailing~® Kudiezi Injection in clinical practice.
Xing LIAO ; Yun-Ling ZHANG ; Yan-Ming XIE ; Da-Zhuo SHI ; Su-Lun SUN ; Yi-Huai ZOU ; Jun LI ; Wei-Xing LU ; Mei JIN ; Hong-Xu LIU ; Xue-Chun TANG ; Xiang-Lan JIN ; Yun-Zhi MA ; Si-Yan ZHAN ; Jian-Ping LIU ; Yao-Long CHEN
China Journal of Chinese Materia Medica 2019;44(14):2926-2931
Diemailing~® Kudiezi Injection( DKI) is widely used in the treatment of cerebral infarction,coronary heart disease and angina pectoris. Long-term clinical application and related research evidence showed that DKI has a good effect in improving the clinical symptoms of cardiovascular and cerebrovascular diseases. However,this injection has not been included in any clinical practice guideline. It has been found that the use of DKI is in wrong way in clinical practice in recent years. Therefore,clinical experts from the field of cardiovascular and cerebrovascular diseases nationwide are invited to compile this expert consensus in order to guide clinicians.GRADE system is used to grade the quality of evidence according to different outcomes according to degrading factors. Then it forms the recommendation or consensus suggestion through the nominal group method. The formation of expert consensus mainly considers six factors: quality of evidence,economy,efficacy,adverse reactions,patient acceptability and others. Based on these six aspects,if the evidence is sufficient,a " recommendation" supported by evidence is formed,and GRADE grid voting rule is adopted. If the evidence is insufficient,a " consensus suggestions" will be formed,using the majority voting rule. In this consensus,the clinical indications,efficacy,safety evidences and related preliminary data of DKI were systematically and comprehensively summarized in a concise and clear format,which could provide valuable reference for the clinical use of DKI. This consensus has been approved by China association of Chinese medicine which is numbered GS/CACM 202-2019.
Angina Pectoris
;
drug therapy
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Cerebral Infarction
;
drug therapy
;
China
;
Consensus
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Coronary Disease
;
drug therapy
;
Drugs, Chinese Herbal
;
therapeutic use
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Humans
;
Injections
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Medicine, Chinese Traditional
10.Applying the China-PAR Risk Algorithm to Assess 10-year Atherosclerotic Cardiovascular Disease Risk in Populations Receiving Routine Physical Examinations in Eastern China.
Hui Hua LI ; Shan HUANG ; Xing Zhen LIU ; Da Jin ZOU
Biomedical and Environmental Sciences 2019;32(2):87-95
OBJECTIVE:
To assess the 10-year Atherosclerotic Cardiovascular Disease (ASCVD) risk score among adults in eastern China using the China-PAR equation which formulated primarily for the Chinese population.
METHODS:
Data from 72,129 individuals from 35-74 years old who received routine physical examinations in eastern China were analyzed in this study. The 10-year risk scores were calculated using the China-PAR equation. The chi-square test and logistic regression were then performed to evaluate the association between the selected risk factors and overall CVD risk.
RESULTS:
The mean 10-year ASCVD risk scores were 3.82% ± 3.76% in men and 1.30% ± 1.65% in women based on the China-PAR equation. Overall, 20% of men and 3.5% of women were intermediate-risk, and 7.3% of men and 0.3% of women were high-risk. Waist to hip ratio (WHR) [OR = 1.16 (CI 95% = 1.06-1.26)], waist to height ratio (WHtR) [OR = 1.16 (CI 95% = 1.05-1.28)], non-high-density lipoprotein cholesterol (non-HDL-C) [OR = 1.23 (CI 95% = 1.09-1.39)], and total cholesterol (TC)/HDL-C [OR = 1.68 (CI 95% = 1.46-1.94)] were more strongly associated with CVD risk than body-mass index (BMI), waist circumference (WC), and TC alone.
CONCLUSION
Male-specific prevention and treatment strategies for ASCVD are needed in eastern China. In addition, WHR, WHtR, non-HDL-C, and TC/HDL-C which not included in the the China-PAR equation were also independently associated with 10-year ASCVD risk score categories.
Adult
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Aged
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Algorithms
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Atherosclerosis
;
epidemiology
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China
;
Female
;
Humans
;
Male
;
Middle Aged
;
Physical Examination
;
Risk Factors

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