1.Research progress on ethical issues and regulatory pathways of large language models in clinical applications
Chinese Journal of Clinical Medicine 2026;33(1):24-30
Large language models (LLM) are increasingly applied in the medical field, yet their clinical implementation faces numerous ethical and regulatory challenges. This paper reviews seven major ethical challenges: patient safety and accuracy, bias and fairness, privacy and data protection, transparency and explainability, accountability and legal liability, patient autonomy and informed consent, and the doctor-patient relationship and trust. At the regulatory level, international research indicates that United States currently lacks specific regulations for medical LLM use, while is exploring the regulation of high-risk LLM. The EU’s AI Act classifies medical AI as high-risk and imposes stringent compliance requirements. China has issued generative AI management measures and advocates industry standards, though its legal framework remains incomplete. Solutions include embedding ethical principles during model development, strengthening human-machine collaboration and manual oversight in clinical settings, establishing clear legal standards for accountability, safeguarding data privacy and security, implementing continuous monitoring and improvement, and deepening international cooperation and multidisciplinary governance.
2.Prenatal phenotype and genetic analysis of two fetuses with Osteocraniostenosis due to variants of FAM111A gene.
Lingyi ZHANG ; Zhigang ZHANG ; Xingguang WANG ; Yanyan LI
Chinese Journal of Medical Genetics 2026;43(2):96-101
OBJECTIVE:
To investigate the prenatal manifestation and genetic basis for two fetuses suspected for Osteocraniostenosis (OCS).
METHODS:
Two fetuses undergoing invasive prenatal diagnosis at Cangzhou People's Hospital in April and August 2021 for short long bones and abnormal skull morphology were selected as the study subjects. Clinical data were collected and analyzed. Genomic DNA was extracted from amniotic fluid and peripheral blood samples of the two couples. Candidate variants were validated by Sanger sequencing. Literature was retrieved from CNKI, Wanfang Data Knowledge Service Platform and PubMed using keywords including "FAM111A gene", "gracile bone dysplasia", "FAM111A" and "osteocraniostenosis" from January 1, 2000 to June 30, 2025. This study was approved by the Medical Ethics Committee of the hospital (Ethics No.: K2020-049).
RESULTS:
Fetus 1 was found to have short limbs, abnormal skull morphology and shallow cerebral sulci. Fetus 2 showed short limbs, irregular skull halo, prominent forehead and bilateral frontal narrowing. Trio-WES revealed that fetus 1 has carried a heterozygous missense variant c.1582G>C (p.Asp528His) in exon 4 of the FAM111A gene, which was unreported previously. Fetus 2 has harbored a heterozygous in-frame deletion c.1020_1022delTTC (p.Ser343del) in exon 6 of the FAM111A gene, which has been recorded as likely pathogenic by the ClinVar and HGMD databases. Sanger sequencing confirmed that the parents of both fetuses were wild-type for the variant sites. A total of 9 previously reported patients with FAM111A-related gracile bone dysplasia/OCS from 4 publications were retrieved. The main clinical features included intrauterine growth restriction, hypomineralized skull, gracile long bones with narrow medullary cavities and characteristic facial anomalies, which were in large in keeping with the prenatal features of the two fetuses.
CONCLUSION
Both fetuses were diagnosed with FAM111A-related OCS based on the characteristic prenatal findings and identification of the FAM111A variants. Above finding expanded the phenotypic spectrum of FAM111A-associated disorders and provided clues for the prenatal diagnosis and genetic counseling.
Humans
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Female
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Pregnancy
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Prenatal Diagnosis
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Phenotype
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Fetus
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Male
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Bone Diseases, Developmental/genetics*
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Adult
3.Study on fingerprint establishment,content determination,and spectrum-effect relationship of in vitro antioxidant activity for Bushen ningshen ointment
Li WANG ; Wenhua XU ; Yang YANG ; Lingyi XIN ; Zhenyi ZHANG ; Guangyi YANG
China Pharmacy 2025;36(14):1749-1754
OBJECTIVE To establish the fingerprint of Bushen ningshen ointment, determine the contents of its major constituents, and investigate its in vitro antioxidant activity. METHODS High performance liquid chromatography (HPLC) fingerprints of 10 batches of Bushen ningshen ointment were established. Similarity evaluation and identification of common peaks were subsequently performed. The contents of 10 components such as salidroside were determined using the same HPLC method. Using the scavenging rates against 2,2′-azino bis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS) and 1,1-diphenyl-2- picrylhydrazyl (DPPH) radicals, as well as ferric ion reducing antioxidant power (FRAP) as indicators, the anti-oxidant activity of the ointment was evaluated; grey relational analysis and partial least squares regression were conducted using SIMCA 14.1 software to establish the spectrum-effect relationship. RESULTS The fingerprint chromatogram of 10 batches of Bushen ningshen ointment contained 24 common peaks, with similarity values all exceeding 0.96. Eleven peaks were identified as adenosine (peak 1), salidroside (peak 4), morroniside (peak 6), catechin (peak 7), paeoniflorin (peak 10), spinosin (peak 11), ferulic acid (peak 12), isoquercitrin (peak 13), E-mail:wli1743@163.com verbascoside (peak 14), paeonol (peak 23), and emodin (peak 24). Content determination results showed that the average contents of salidroside, morroniside, catechin, paeoniflorin, spinosin, ferulic acid, isoquercitrin, verbascoside, paeonol, and emodin were 0.725, 1.962, 0.214, 3.395, 0.124, 0.107, 0.286, 0.019, 0.034 and 0.067 mg/g, respectively. The antioxidant potency composite index (APC) for the 10 batches ranged from 85.08% to 96.35%. Spectrum-effect relationship analysis indicated that all 24 common peaks were positively correlated with the antioxidant capacity. Seventeen peaks had variable importance in projection values >1, specitically peaks 2, 5, 6, 7, 9, 10, 13- 21, 23, and 24. CONCLUSIONS This study successfully established the HPLC fingerprint and content determination method for Bushen ningshen ointment. The compounds represented by the 17 common peaks such as morroniside may be the active components contributing to its antioxidant effects.
4.Application of lipidomics in the study of traditional Chinese medicine.
Yang YANG ; Guangyi YANG ; Wenpeng ZHANG ; Lingyi XIN ; Jing ZHU ; Hangtian WANG ; Baodong FENG ; Renyan LIU ; Shuya ZHANG ; Yuanwu CUI ; Qinhua CHEN ; Dean GUO
Journal of Pharmaceutical Analysis 2025;15(2):101083-101083
Lipidomics is an emerging discipline that systematically studies the various types, functions, and metabolic pathways of lipids within living organisms. This field compares changes in diseases or drug impact, identifying biomarkers and molecular mechanisms present in lipid metabolic networks across different physiological or pathological states. Through employing analytical chemistry within the realm of lipidomics, researchers analyze traditional Chinese medicine (TCM). This analysis aids in uncovering potential mechanisms for treating diverse physiopathological conditions, assessing drug efficacy, understanding mechanisms of action and toxicity, and generating innovative ideas for disease prevention and treatment. This manuscript assesses recent literature, summarizing existing lipidomics technologies and their applications in TCM research. It delineates the efficacy, mechanisms, and toxicity research related to lipidomics in Chinese medicine. Additionally, it explores the utilization of lipidomics in quality control research for Chinese medicine, aiming to expand the application of lipidomics within this field. Ultimately, this initiative seeks to foster the integration of traditional medicine theory with modern science and technology, promoting an organic fusion between the two domains.
5.Prenatal phenotype and genetic analysis of two fetuses with Bardet-Biedl syndrome
Lingyi ZHANG ; Zhigang ZHANG ; Xingguang WANG ; Yanyan LI
Chinese Journal of Medical Genetics 2025;42(2):226-231
Objective:To carry out genetic testing on two fetuses with prenatal ultrasound finding of polydactyly and renal abnormalities to determine the underlying causes.Methods:Two fetuses with structural abnormalities detected by prenatal ultrasound at Cangzhou People′s Hospital in 2021 were selected as the study subjects. Genomic DNA was extracted from the muscle tissue of the abortus and peripheral blood samples from both parents. Whole-exome sequencing (WES) was conducted on the trio to detect the genetic variants. Quantitative PCR was used to validate the exonic deletions. This study has been approved by the Ethics Committee of Cangzhou People′s Hospital(Ethics No.K2020-049).Results:Prenatal ultrasound revealed postaxial polydactylies of fingers and toes and slightly enlarged kidneys with increased echogenicity in fetus 1, along with polydactyly of both hands, enlarged kidneys, and enhanced echogenicity of renal parenchyma in fetus 2. Trio-WES analysis revealed that fetus 1 has harbored a pathogenic c.1339G>A variant of the BBS1 gene, along with a heterozygous 426 bp deletion in the 11q13.2 region, which was unreported previously. The deletion has involved exons 10 and 11 of the BBS1 gene. The two variants were inherited from its mother and father, respectively. Fetus 2 was found to harbor a pathogenic c. 539G>A variant and a likely pathogenic c. 49G>A variant of the BBS10 gene, which were inherited from its mother and father, respectively. The c. 49G>A variant has not been documented in databases and the literature. Conclusion:Two rare fetuses with Bardet-Biedl syndrome have been diagnosed. Above finding has expanded the mutational spectrum of this syndrome and has important implications for genetic counseling for the affected families.
6.Statin prescription before the application of iodine contrast agents is a protective factor against contrast-induced acute kidney injury
Linger TANG ; Xizi ZHENG ; Lingyi XU ; Jinwei WANG ; Youlu ZHAO ; Damin XU ; Li YANG
Chinese Journal of Nephrology 2025;41(6):409-416
Objective:To investigate the correlation between statins and contrast-induced acute kidney injury (CI-AKI) and provide a reference basis for clinical practice.Methods:It was a retrospective cohort study. The adult patients were admitted to Peking University First Hospital from January 1, 2018, to December 31, 2020, and received at least one intravascular iodinated contrast administration during hospitalization. The clinical data of the patients were collected. The enrolled patients were divided into statin group and non-statin group according to statin exposure. The exposure of statins was defined as use of any type of statins within 48 hours before iodinated contrast administration. The primary outcome was in-hospital AKI defined as AKI developed after contrast administration and before discharge, with 30 days as the endpoint observation time, and the secondary outcome was post-contrast AKI (PC-AKI) defined as AKI onset within 72 hours after contrast administration. Cox regression model was applied to investigate the correlation between statin prescription prior to contrast administration and clinical outcomes. Pre-specified interaction analysis was conducted to examine modification effect of age, gender, baseline estimated glomerular filtration rate (eGFR), diabetes and the injection method of contrast.Results:Among 10 321 enrolled patients, the age was 63 (54, 71) years old, and 6 274 (60.8%) patients were males. There were 2 372 (23.0%) patients taking statins before the use of iodinated contrast agents, and the person-time incidence rate of in-hospital AKI was 2.5 per 1 000 person-days. The person-time incidence rate of statin users and statin non-users was 3.2 and 2.4 per 1 000 person-days, respectively. Compared with the non-statin group, age, serum creatinine and the proportions of males, admitted to the intensive care unit, lipid metabolism disorder, hypertension, diabetes, cerebrovascular diseases, cardiovascular diseases, using renin-angiotensin- aldosterone inhibitors, using diuretics, using non-steroidal anti-inflammatory drugs, using proton pump inhibitors, iodinated contrast administration via artery, eGFR<60 ml·min -1·(1.73 m 2) -1 were higher, while the proportions of general anesthesia surgery, severe liver diseases and tumors, and eGFR were lower in the statin group (all P<0.05). Among 10 321 patients, 5 867 patients had serum creatinine measurement within 72 hours after iodinated contrast administration, among which 70 patients (4.0 per 1 000 person-days) developed PC-AKI. Multivariate Cox regression analysis showed that statin use was an independent protective factor for in-hospital AKI ( HR=0.65, 95% CI 0.45?0.93, P=0.017) and PC-AKI ( HR=0.44, 95% CI 0.22?0.88, P=0.020). Subgroup analysis showed the significant interaction between diabetes and statin use ( P for interaction=0.039), and the protective effect of statins against in-hospital AKI was only observed in non-diabetic group ( HR=0.45, 95% CI 0.26?0.77). There were no significant differences in subgroups stratified by age, sex, baseline eGFR and the injection method of contrast (all P for interaction>0.05). Conclusions:Statin use prior to iodinated contrast administration is correlated with reduced risks of in-hospital AKI and PC-AKI in hospitalized patients, and the correlation between statin use and in-hospital AKI is more significant in non-diabetic patients. It is suggested that statin use before the application of iodinated contrast agents in hospitalized patients may prevent the occurrence of AKI.
7.Association of serum sodium level and its fluctuation with mortality in patients with hospital- acquired acute kidney injury
Shuo XUE ; Lingyi XU ; Shiyue YAN ; Si LIU ; Linger TANG ; Jinwei WANG ; Xizi ZHENG ; Li YANG
Chinese Journal of Nephrology 2025;41(8):587-594
Objective:To investigate the serum sodium level and its fluctuation in patients with hospitalized acquired acute kidney injury (AKI) and explore their impacts on in-hospital mortality.Methods:It was a single-center retrospective study. The adult patients developing hospital-acquired AKI and receiving at least twice serum sodium tests admitted to Peking University First Hospital from January 1, 2018, to December 31, 2020 were included. Dysnatremia included hyponatremia (< 135 mmol/L) and hypernatremia (>145 mmol/L). The patients were divided into hyponatremia group, normal serum sodium group and hypernatremia group, and the differences of clinical data among the three groups were compared. The fluctuation of serum sodium level was evaluated by coefficient of variation. A restricted cubic spline was applied to investigate the association between serum sodium level at AKI onset and mortality. Poisson regression analysis was used to explore the mortality risk of dysnatremia at AKI onset, dysnatremia at admission, and coefficient of variation of serum sodium, respectively.Results:Among the enrolled 1 475 AKI patients, the age was 66.0 (55.0, 78.0) years, and 850 patients (57.6%) were males. The estimated glomerular filtration rate was 77.3 (50.4, 97.6) ml·min -1·(1.73 m 2) -1. The time from admission to AKI onset was 8 (4, 15) days. The incidence of hyponatremia and hypernatremia at admission were 19.6% (289/1 475) and 2.6% (39/1 475), respectively, while the incidence at AKI onset was 24.0% (354/1 475) and 12.7% (188/1 475), respectively. There was statistically significant difference in terms of age, the initial classification distribution of AKI, serum sodium at admission, serum sodium at the occurrence of AKI, the lowest serum sodium at hospitalization, the highest serum sodium at hospitalization, the coefficient of variation of serum sodium, and the proportions of heart failure, stroke, disseminated intravascular coagulation, sepsis, acute respiratory distress syndrome, shock, prerenal causes, circle diuretics and aldosterone antagonists among hyponatremia group, normal serum sodium group and hypernatremia group (all P<0.05). The restricted cubic spline analysis showed a "U"-shaped correlation between serum sodium level at AKI onset and in-hospital mortality. Poisson regression analysis showed that after adjusting for age, gender, number of chronic comorbidities, initial classification of AKI, basal estimated glomerular filtration rate and number of acute disease state, with normal serum sodium as the reference, hyponatremia ( RR=1.56, 95% CI 1.14-2.13) and hypernatremia ( RR=1.71, 95% CI 1.23-2.39) at AKI onset were correlated with an increased risk of in-hospital mortality. Hyponatremia at admission was correlated with an increased risk of in-hospital mortality ( RR=2.13, 95% CI 1.62-2.79), while there was no statistically significant association between hypernatremia and in-hospital mortality ( RR=1.22, 95% CI 0.62-2.44). After further adjusting serum sodium levels at admission and at the occurrence of AKI, the coefficient of variation of serum sodium level was still correlated with an increased risk of in-hospital mortality ( RR=1.23, 95% CI 1.14-1.33). Conclusions:Dysnatremia is common in patients with hospital-acquired AKI. The serum sodium level at AKI onset is correlated with in-hospital death in a "U" shape. Dysnatremia and serum sodium fluctuation are associated with an increased risk of in-hospital mortality.
8.Impact of elevated glycated hemoglobin in the first trimester and its variation from the first to the second trimester on pregnancy outcomes
Lixia SHEN ; Lingyi KONG ; Xiaohong LIN ; Yihong HUANG ; Haitian CHEN ; Zilian WANG ; Dongyu WANG
Chinese Journal of Perinatal Medicine 2025;28(1):28-35
Objective:To explore the correlation between the elevation of glycated hemoglobin A1c (HbA1c) in the first trimester and its change from the first to the second trimester and adverse pregnancy outcomes.Methods:This was a bidirectional cohort study. Singleton pregnant women who delivered in the First Affiliated Hospital, Sun Yat-sen University from March 1, 2021, to July 31, 2024, and had HbA1c results in the first and second trimesters were included. Those with HbA1c<5.7% in the first trimester were described as group E1, and those with HbA1c between 5.7% and 6.4% were described as group E2. Those with HbA1c<5.2% in the second trimester were described as group S1, and those with HbA1c between 5.2% and 6.4% were described as group S2. Accordingly, the changing trend of HbA1c from the first to the second trimester was divided into group E1-S1, group E1-S2, group E2-S1, and group E2-S2. Clinical indicators such as gestational diabetes mellitus (GDM), preeclampsia, preterm birth, preterm premature rupture of membranes (PPROM), polyhydramnios, large for gestational age infants, small for gestational age infants, neonatal hypoglycemia, and neonatal transfer were collected. Comparisons between groups were performed using t-tests, analysis of variance, Mann-Whitney U tests, Kruskal-Wallis tests, Chi square tests, and Fisher's exact test. Multivariate logistic regression analysis was used to analyze the impact of HbA1c in the first trimester and the changing trend of HbA1c from the first to the second trimester on pregnancy outcomes. Results:During the study period, a total of 6 500 pregnant women were included for analysis, among which 209 (3.2%) had HbA1c between 5.7% and 6.4% in the first trimester. Taking those with HbA1c<5.7% as a reference, HbA1c between 5.7% and 6.4% in the first trimester was an independent risk factor for GDM, preterm birth, and PPROM [ OR (95% CI) were 3.304 (2.465-4.427), 1.545 (1.008-2.368), and 1.872 (1.042-3.361), respectively]. Taking group E1-S1 as a reference, HbA1c<5.7% in the first trimester and 5.2%-6.4% in the second trimester (group E1-S2) was an independent risk factor for GDM, preterm birth, PPROM, and neonatal hypoglycemia [ OR (95% CI) were 2.770 (2.370-3.237), 1.424 (1.132-1.791), 1.614 (1.179-2.211), and 2.047 (1.024-4.092), respectively]; HbA1c between 5.7% and 6.4% in the first trimester and<5.2% in the second trimester (group E2-S1) was an independent risk factor for PPROM [ OR (95% CI) was 3.408 (1.187-9.784)]; HbA1c between 5.7% and 6.4% in the first trimester and 5.2%-6.4% in the second trimester (group E2-S2) was an independent risk factor for GDM and preterm birth [ OR (95% CI) were 4.651 (3.282-6.592) and 1.724 (1.066-2.786), respectively]. Conclusions:HbA1c between 5.7% and 6.4% in the first trimester was significantly associated with an increased risk of GDM, preterm birth, and PPROM. For those with HbA1c between 5.7% and 6.4% in the first trimester, if the HbA1c level decreased in the second trimester, only the risk of PPROM increased significantly; conversely, if the HbA1c level continued to increase in the second trimester, the risks of GDM and preterm birth both increased significantly.
9.Clinical features and prognosis of patients with primary sclerosing cholangitis:An analysis of 107 cases
Tongtong MENG ; Weijia DUAN ; Xinyu LI ; Junqi NIU ; Huiguo DING ; Ying HAN ; Wen XIE ; Lu ZHOU ; Bangmao WANG ; Liping GUO ; Jie LI ; Bei JIA ; Lingyi ZHANG ; Liang WANG ; Xiaoqian XU ; Yu WANG ; Xiaojuan OU ; Xinyan ZHAO ; Hong YOU ; Jidong JIA ; Yuanyuan KONG
Journal of Clinical Hepatology 2025;41(7):1337-1343
Objective To describe the clinical features of patients with primary sclerosing cholangitis(PSC)in China based on a nationwide multicenter patient cohort,and to investigate the risk factors for prognosis.Methods A retrospective cohort study was conducted among the patients with a confirmed diagnosis of PSC based on the electronic medical record system of seven grade A tertiary hospitals across the country,and related data were extracted.The Mann-Whitney U test was used for comparison of continuous data between groups,and the chi-square test was used for comparison of categorical data between groups.The Kaplan-Meier method was used to estimate liver transplant-free survival,and the log-rank test was used for comparison of survival rate between PSC patients with different features.The Cox regression model was used to identify independent risk factors for the prognosis of PSC patients and the interactions between key factors.Results A total of 107 patients were enrolled,among whom 55.6%(55/99)had large-duct PSC and 29.0%(31/107)had comorbidity with inflammatory bowel disease(IBD).The positivity rate of anti-neutrophil cytoplasmic antibody(ANCA)was 32.9%(24/73),and 50.0%(40/80)of the patients had an increase in IgG/IgM.The median symptom-to-diagnosis interval was 1 year(<1-4.0),and 38.3%(41/107)of the patients had progressed to decompensated cirrhosis at the time of diagnosis.The median liver transplant-free survival time was 114 months(95%confidence interval[CI]:62-166),with a 5-year survival rate of 65.7%.The multivariate analysis showed that an increase in total bile acid(TBA)(hazard ratio[HR]=1.006,95%CI:1.002-1.010,P=0.001)and a prolonged symptom-to-diagnosis interval(HR=1.252,95%CI:1.059-1.480,P=0.009)were independent risk factors for prognosis.The interaction analysis showed that compared with the female patients with TBA<50 μmol/L,both male and female patients with TBA≥50 μmol/L had a significant increase in the risk of liver transplantation or death(male:HR=16.563,95%CI:2.103-130.449,P<0.001;female:HR=17.009,95%CI:2.113-136.934,P<0.001),and compared with the patients with an age of<45 years and a TBA level of<50 μmol/L,the patients with an age of≥45 years and a TBA level of≥50 μmol/L had a significant increase in the risk of liver transplantation or death(HR=10.729,95%CI:1.325-86.859,P=0.026).Compared with the female patients with an symptom-to-diagnosis interval of≤2 years,the male patients with a symptom-to-diagnosis interval of>2 years had an increased risk of liver transplantation or death(HR=4.825,95%CI:1.725-13.644,P=0.003),and compared with the patients with an age of<45 years and a symptom-to-diagnosis interval of≤2 years,the patients with an age of<45 years and a symptom-to-diagnosis interval of>2 years had an increased risk of liver transplantation or death(HR=4.983,95%CI:1.366-18.173,P=0.015).Conclusion Compared with the reports from Western countries,large-duct PSC is also the main type of PSC in China,but with a relatively low proportion,and there is also a relatively low proportion of patients with IBD or positive ANCA.An increase in TBA and a prolonged symptom-to-diagnosis interval are independent risk factors for prognosis,with significant interactions with age and sex.This suggests that early screening and intervention should be enhanced to improve prognosis.
10.Application of lipidomics in the study of traditional Chinese medicine
Yang YANG ; Guangyi YANG ; Wenpeng ZHANG ; Lingyi XIN ; Jing ZHU ; Hangtian WANG ; Baodong FENG ; Renyan LIU ; Shuya ZHANG ; Yuanwu CUI ; Qinhua CHEN ; Dean GUO
Journal of Pharmaceutical Analysis 2025;15(2):304-316
Lipidomics is an emerging discipline that systematically studies the various types,functions,and metabolic pathways of lipids within living organisms.This field compares changes in diseases or drug impact,identifying biomarkers and molecular mechanisms present in lipid metabolic networks across different physiological or pathological states.Through employing analytical chemistry within the realm of lipidomics,researchers analyze traditional Chinese medicine(TCM).This analysis aids in uncovering potential mechanisms for treating diverse physiopathological conditions,assessing drug efficacy,un-derstanding mechanisms of action and toxicity,and generating innovative ideas for disease prevention and treatment.This manuscript assesses recent literature,summarizing existing lipidomics technologies and their applications in TCM research.It delineates the efficacy,mechanisms,and toxicity research related to lipidomics in Chinese medicine.Additionally,it explores the utilization of lipidomics in quality control research for Chinese medicine,aiming to expand the application of lipidomics within this field.Ultimately,this initiative seeks to foster the integration of traditional medicine theory with modern science and technology,promoting an organic fusion between the two domains.

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