1.Evaluation of CARIFS Score and Negative Antigen Conversion Rate of Qingxuan Daozhi Formula in Treatment of Influenza in Children (Heat Accumulation in Lung and Stomach Syndrome):A Multi-center Randomized Controlled Clinical Study
Jing WANG ; Liqun WU ; Tiegang LIU ; Yongning CAO ; Jing QIU ; Jing LI ; Huaqing TAN ; Ying ZHANG ; Xulei GOU ; Jia WANG ; Jing LI ; Haipeng CHEN ; Xueying QIN ; Yuanshuo TIAN ; Yang WANG ; Chen BAI ; Zhendong WANG ; Qianqian LI ; He YU ; Xueyan MA ; Fei DONG ; Lin JIANG ; Yingqi XU ; Jianping LIU ; Xiaohong GU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(13):188-196
ObjectiveThis paper aims to observe the syndrome improvement and negative antigen conversion rate of Qingxuan Daozhi formula in the treatment of influenza in children (heat accumulation in the lung and stomach syndrome). MethodsThrough a multi-center randomized controlled methodology design,confirmed influenza cases were collected from October 2022 to April 2023 in the pediatrics department of eight hospitals,such as Dongfang Hospital of Beijing University of Chinese Medicine. A total of 180 children with influenza and heat accumulation in the lung and stomach syndrome conforming to the standard were recruited through the clinic. The sick children meeting the inclusion criteria were randomly divided into groups by a block-randomized method. The children in the experimental group were treated with Qingxuan Daozhi formula for five days,and those in the control group were treated with Oseltamivir Phosphate Granules for five days. The primary efficacy indicator was the negative conversion rate of influenza antigen detection. Secondary efficacy indicators were the Canadian acute respiratory illness and flu scale (CARIFS) and the incidence of complications,severe cases, and critical cases. Follow-up observation was conducted on the day of enrollment,48 hours after medication,72 hours after medication, and (6+1) d after medication. ResultsOne hundred and eighty participants were randomly assigned to the experimental group (90 cases) or the control group (90 cases). All participants were followed up during the study. Comparison of influenza antigen detection results in the primary efficacy indicators showed that the average time of negative influenza antigen conversion in the experimental group was (5.29±1.25) d,and that in the control group was (5.40±1.68) d,without a statistically significant difference. After five days of intervention,52 cases in the experimental group and 51 cases in the control group converted to negative,without a statistically significant difference. CARIFS score results in the secondary efficacy indicators showed that during 72 hours after intervention,there were statistically significant differences between the experimental group and the control group in three dimensions, including headache,muscle soreness, and the need for extra care (P<0.05). On the (6+1) days after the intervention,the differences in both the experimental group and the control group were statistically significant in 10 dimensions, including sore throat,bad sleep,uncomfortable feeling,poor spirit and fatigue,crying more than usual,the need for extra care,symptom,function,influence on parents,and total score (P<0.05). The comparison results within the group in the dimensional scores of symptom, function, and influence on parents,as well as the CARIFS total score showed that with the delay of follow-up time,scores of both groups decreased significantly,with a statistically significant difference (P<0.01). Inter-group comparison results showed that the mean score of the experimental group was higher than that of the control group at the time of enrollment. With the progress of intervention,the score of the experimental group was significantly decreased compared with that of the control group. At the end of follow-up,the mean score of the experimental group was lower than that of the control group,with no statistically significant difference. In terms of the incidence of complications,severe cases, and critical cases, there were no complications,severe cases, and critical cases in the two groups,without a statistically significant difference. ConclusionThe symptom improvement effect and negative antigen conversion rate of Qingxuan Daozhi formula in the treatment of influenza in children (heat accumulation in the lung and stomach syndrome) are not inferior to Oseltamivir Phosphate granules, and children's acceptance is better. It can be more widely used in clinical treatment of influenza in children (heat accumulation in the lung and stomach syndrome).
2.From Renal Tubule to Glomerulus: Emerging Insights into Pathogenesis of Diabetic Kidney Disease and Therapeutic Interventions with Traditional Chinese Medicine
Yanying LI ; Yang WANG ; Xueying LIU ; Chen JIANG ; Pengwei ZHUANG ; Yanjun ZHANG ; Qingsheng YIN
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(20):260-268
Diabetic kidney disease (DKD), a prevalent microvascular complication of diabetes mellitus, is characterized by intricate pathophysiological mechanisms and persistent clinical management challenges. Historically, glomerular injury has been regarded as the central pathological hallmark of DKD, with research predominantly focusing on hyperfiltration, glomerular basement membrane thickening, and podocyte dysfunction. Emerging evidence, however, underscores the renal tubule-not merely as a passive bystander but as an early initiator and pivotal driver-in DKD pathogenesis. Hyperglycemia, metabolic dysregulation, and chronic low-grade inflammation induce tubular epithelial cell injury at early disease stages. Such injury disrupts tubuloglomerular feedback, thereby elevating intraglomerular pressure and sustaining hyperfiltration. Concurrently, injured tubular cells secrete pro-inflammatory cytokines and profibrotic factors, promoting epithelia-mesenchymal transition, interstitial hypoxia, and progressive tubulointerstitial fibrosis that ultimately culminate in irreversible decline of renal function. This "tubule-first" paradigm represents a fundamental shift from the classical glomerulocentric model and redefines the conceptual framework of DKD progression. Traditional Chinese medicine(TCM), with its inherent advantages of multi-component synergy, multi-target engagement, and systemic homeostatic regulation, has demonstrated compelling renoprotective effect, particularly in preserving tubular integrity and function, mitigating tubular cellular stress, and indirectly alleviating glomerular hemodynamic burden. Accumulating preclinical and clinical evidence supports the efficacy of numerous single herbs and standardized formulae of TCM in attenuating tubulointerstitial injury and slowing down DKD progression. This review systematically delineates the sequential pathogenic cascade-from initial tubular insult to secondary glomerular deterioration-and critically evaluates the mechanism basis and translational potential of TCM-based interventions targeting tubular resilience. We aim to provide a refined pathophysiological rationale and actionable insights for optimizing clinical strategies and accelerating the development of novel therapeutics for DKD.
3.From Renal Tubule to Glomerulus: Emerging Insights into Pathogenesis of Diabetic Kidney Disease and Therapeutic Interventions with Traditional Chinese Medicine
Yanying LI ; Yang WANG ; Xueying LIU ; Chen JIANG ; Pengwei ZHUANG ; Yanjun ZHANG ; Qingsheng YIN
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(20):260-268
Diabetic kidney disease (DKD), a prevalent microvascular complication of diabetes mellitus, is characterized by intricate pathophysiological mechanisms and persistent clinical management challenges. Historically, glomerular injury has been regarded as the central pathological hallmark of DKD, with research predominantly focusing on hyperfiltration, glomerular basement membrane thickening, and podocyte dysfunction. Emerging evidence, however, underscores the renal tubule-not merely as a passive bystander but as an early initiator and pivotal driver-in DKD pathogenesis. Hyperglycemia, metabolic dysregulation, and chronic low-grade inflammation induce tubular epithelial cell injury at early disease stages. Such injury disrupts tubuloglomerular feedback, thereby elevating intraglomerular pressure and sustaining hyperfiltration. Concurrently, injured tubular cells secrete pro-inflammatory cytokines and profibrotic factors, promoting epithelia-mesenchymal transition, interstitial hypoxia, and progressive tubulointerstitial fibrosis that ultimately culminate in irreversible decline of renal function. This "tubule-first" paradigm represents a fundamental shift from the classical glomerulocentric model and redefines the conceptual framework of DKD progression. Traditional Chinese medicine(TCM), with its inherent advantages of multi-component synergy, multi-target engagement, and systemic homeostatic regulation, has demonstrated compelling renoprotective effect, particularly in preserving tubular integrity and function, mitigating tubular cellular stress, and indirectly alleviating glomerular hemodynamic burden. Accumulating preclinical and clinical evidence supports the efficacy of numerous single herbs and standardized formulae of TCM in attenuating tubulointerstitial injury and slowing down DKD progression. This review systematically delineates the sequential pathogenic cascade-from initial tubular insult to secondary glomerular deterioration-and critically evaluates the mechanism basis and translational potential of TCM-based interventions targeting tubular resilience. We aim to provide a refined pathophysiological rationale and actionable insights for optimizing clinical strategies and accelerating the development of novel therapeutics for DKD.
4.Analysis of thyroid examination results among interventional radiation workers in Tianjin from 2020 to 2022
Yanan DU ; Pei HAO ; Jinglin YU ; Jinwei YU ; Lina FAN ; Xueying YANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(8):610-614
Objective:To investigate and analyze the thyroid examination results and influencing factors of interventional radiation workers in Tianjin.Methods:In February 2023, A convenient sampling method was used to select the staff engaged in interventional radiation work in an occupational health inspection institution in Tianjin from 2020 to 2022 as the study object. After excluding the incomplete data, 1080 people were included, and 363 medical staff with non-radiological work during the same period were included as the control group. To analyze the individual doses and occupational health examination data of interventional radiation workers, and to analyze the possible influencing factors of thyroid abnormalities.Results:The cumulative dose M ( Q1, Q3) of interventional radiation workers was 1.039 (0.528, 1.905) mSv. The levels of FT 3 and FT 4 in the intervention group were higher than those in the control group, while TSH levels were lower than those in the control group ( Z=4.84、6.03、-5.82, P<0.05). The levels of FT 3 and FT 4 in female interventional radiation workers were lower than those in males, while the levels of TSH were higher than those in males ( Z= -17.54、-6.65、3.61, P<0.05). There were statistically significant differences in FT 3 levels among different ages, differen tradiation exposure years, different initial age of exposure to radiation, and different cumulative doses ( H=47.22、11.33、16.70, Z=-2.48, P<0.05). There were statistically significant differences in thyroid ultrasound abnormalities among different genders, different ages, different initial age of exposure to radiation, and different cumulative doses ( χ2=28.02、61.12、17.87、11.30, P<0.05). The results of logistic regression analysis showed that the influencing factors of FT 3 distributed in the low-level group were female ( OR=10.53, 95% CI: 7.66-14.47, P<0.05), and age 40-49, ≥50 years old ( OR=2.40, 95% CI: 1.12-5.14 OR=3.79, 95% CI: 1.59-9.03, P<0.05). The influencing factors of thyroid ultrasound abnormalities were female ( OR=1.92, 95% CI: 1.48-2.50, P<0.05) and age ≥50 years old ( OR=3.93, 95% CI: 1.91-8.09, P<0.05) . Conclusion:Long term low dose ionizing radiation has a certain effect on FT 3, FT 4 and TSH levels of interventional radiation workers. Gender and increased age are possible influencing factors of the decreased FT 3 levels and thyroid ultrasound abnormalities.
5.Identifying genetic etiology of ischemic stroke based on pleiotropy of obesity related genes:A sibling study
Kun WANG ; Huairong WANG ; Huan YU ; Ruotong YANG ; Liuyan ZHENG ; Jingxian WU ; Xueying QIN ; Tao WU ; Dafang CHEN ; Yiqun WU ; Yonghua HU
Journal of Peking University(Health Sciences) 2025;57(3):448-455
Objective:To identify genetic etiology of ischemic stroke(IS)based on pleiotropy of obe-sity related genes.Methods:A discordant sib-pair study was designed based on the Fangshan family co-hort in Beijing.Body mass index(BMI)polygenic risk score(PRS)was first constructed under different P values.Using the polygenic transmission disequilibrium test(pTDT),we then compared the actual BMI genetic risk of siblings with IS to their expected risk,to analyze whether higher BMI was over-trans-mitted to siblings with IS.The single nucleotide polymorphism(SNP)that comprised the PRS over-trans-mitted with IS and that corresponded to the highest heritability of IS were identified as a pleiotropy SNPs set between BMI and IS.This set was then utilized as a candidate set to identify and verify risk SNPs as-so-ciated IS by transmission disequilibrium test.Finally,we identified independent genomic risk loci and mapped to genes,we then explored the biological function of the identified risk loci and genes by func-tional annotation and pathway enrichment.Results:A total of 541 participants were enrolled,with an average age of(58.4±8.1)years,including 326 discordant sib pairs of ischemic stroke.Compared with non-IS participants,IS participants with males,education level below junior high school,hypertension and hyperlipidemia accounted for a higher proportion(P<0.05).For all the BMI PRS,we found that the actual genetic risk of BMI in siblings with IS was higher than their expectation,suggesting that genetic risk associated with high BMI was over-transmitted with IS.Compared with other SNP sets,the set(P<5 × 10-4)corresponded to the best analytical statistics of pTDT and the highest heritability of IS and was identified as the pleiotropy SNP set between BMI and IS.Within this set,there were 45 SNPs having linkage and association with IS,which were located in 43 independent genomic risk loci and mapped to 40 genes.These genes were significantly enriched in the lipid metabolism pathway.The rs2232852 cor-rected by multiple tests was mapped to CYB5R1 and ADIPOR1,which were related to lipid metabolism and the ferroptosis pathway.Conclusion:Pleiotropy between BMI-related genes and IS was observed.Forty-five SNPs were found with linkage and association with IS in the pleiotropy gene set and mapped to 40 genes,which were functionally enriched in lipid metabolic pathways.The rs2232852 corrected by multiple tests during association analysis validation was mapped to CYB5R1 and ADIPOR1,which were related to lipid metabolism and the ferroptosis pathway,suggesting that lipid metabolism and ferroptosis played an important role in the development of IS.
6.Analysis of thyroid examination results among interventional radiation workers in Tianjin from 2020 to 2022
Yanan DU ; Pei HAO ; Jinglin YU ; Jinwei YU ; Lina FAN ; Xueying YANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(8):610-614
Objective:To investigate and analyze the thyroid examination results and influencing factors of interventional radiation workers in Tianjin.Methods:In February 2023, A convenient sampling method was used to select the staff engaged in interventional radiation work in an occupational health inspection institution in Tianjin from 2020 to 2022 as the study object. After excluding the incomplete data, 1080 people were included, and 363 medical staff with non-radiological work during the same period were included as the control group. To analyze the individual doses and occupational health examination data of interventional radiation workers, and to analyze the possible influencing factors of thyroid abnormalities.Results:The cumulative dose M ( Q1, Q3) of interventional radiation workers was 1.039 (0.528, 1.905) mSv. The levels of FT 3 and FT 4 in the intervention group were higher than those in the control group, while TSH levels were lower than those in the control group ( Z=4.84、6.03、-5.82, P<0.05). The levels of FT 3 and FT 4 in female interventional radiation workers were lower than those in males, while the levels of TSH were higher than those in males ( Z= -17.54、-6.65、3.61, P<0.05). There were statistically significant differences in FT 3 levels among different ages, differen tradiation exposure years, different initial age of exposure to radiation, and different cumulative doses ( H=47.22、11.33、16.70, Z=-2.48, P<0.05). There were statistically significant differences in thyroid ultrasound abnormalities among different genders, different ages, different initial age of exposure to radiation, and different cumulative doses ( χ2=28.02、61.12、17.87、11.30, P<0.05). The results of logistic regression analysis showed that the influencing factors of FT 3 distributed in the low-level group were female ( OR=10.53, 95% CI: 7.66-14.47, P<0.05), and age 40-49, ≥50 years old ( OR=2.40, 95% CI: 1.12-5.14 OR=3.79, 95% CI: 1.59-9.03, P<0.05). The influencing factors of thyroid ultrasound abnormalities were female ( OR=1.92, 95% CI: 1.48-2.50, P<0.05) and age ≥50 years old ( OR=3.93, 95% CI: 1.91-8.09, P<0.05) . Conclusion:Long term low dose ionizing radiation has a certain effect on FT 3, FT 4 and TSH levels of interventional radiation workers. Gender and increased age are possible influencing factors of the decreased FT 3 levels and thyroid ultrasound abnormalities.
7.Synthesis of Cu/Gd co-doped hydroxyapatite composite absorbable material and its application in orbital bone defect repair
Xueying ZENG ; Xiangji LIU ; Pengsen WU ; Yang LI ; Hetian SUN ; Wei LU
Chinese Journal of Experimental Ophthalmology 2025;43(9):801-812
Objective:To synthesize hydroxyapatite/poly (lactic-co-glycolic acid)(HA/PLGA) composites by substituting calcium ions in HA with Cu and Gd ions, characterize their physicochemical properties, and evaluate their feasibility for orbital bone defect repair.Methods:Different ratios of Cu-, Gd-, and Cu/Gd-substituted HA nanoparticles (Cu@HA, Gd@HA and Cu/Gd@HA) were synthesized via hydrothermal synthesis using copper nitrate, gadolinium nitrate, calcium chloride, and ammonium hydrogen phosphate.HA/PLGA, Cu@HA/PLGA, Gd@HA/PLGA, and Cu/Gd@HA/PLGA composites were prepared.HA/PLGA was prepared by co-preparing different ratios of nanoparticles with PLGA via phase inversion and solvent evaporation.The nanoparticles and composites were characterized using X-ray diffraction (XRD), Fourier transform infrared spectroscopy (FT-IR), inductively coupled plasma (ICP), environmental scanning electron microscope (ESEM) and micro-computed tomography (Micro-CT). Composite homogeneity was assessed by elemental analysis and the contact angle was measured to evaluate hydrophilicity.Imaging capability of composites was assessed by magnetic resonance imaging (MRI) and T1-weighted.CCK-8 method was used to detect the cytotoxicity of nanoparticles and their extract.Orbital bone defects model was established in 20 rats, which were randomly divided into 4 groups, and implanted with respective composites.Eight weeks after transplantation, the implants were evaluated using Micro-CT and MRI, and osteogenesis, collagen distribution and biocompatibility were assessed by hematoxylin-eosin staining, Masson, and Sirius red staining.All animal experiments complied with the regulations of the Laboratory Animal Ethics Committee of Dalian Medical University and were approved (No.AEE23104).Results:XRD and ESEM results showed that co-doping with Cu/Gd induced less HA lattice distortion than single doping.FT-IR results showed that the nanoparticles doped with Cu and Gd ions were consistent with the HA infrared absorption spectrum.ICP results revealed a higher Ca content in 0.5Cu/Gd@HA and 0.5Cu@HA samples than in 0.5Gd@HA sample.There was a statistically significant overall difference in contact angles among different groups of composites ( F=5.040, P<0.05), among which the 0.5Cu/Gd@HA/PLGA composite exhibited the smallest contact angle and the best hydrophilicity.There was no statistically significant difference in porosity among different groups of composites ( F=0.004, P>0.05). MRI results showed that Gd-doped composites displayed enhanced development and that the signal intensity of the 0.5Gd@HA/PLGA group was the highest.Micro-CT scanning results showed that the composition of the composite material doped with Cu and Gd was better than that of the pure HA/PLGA group, indicating that the metal ions Cu and Gd could promote bone growth.CCK-8 results showed that the nanoparticles and their extracts had no obvious cytotoxic effects.Eight weeks after modelling, Micro-CT showed that the 0.5Cu/Gd@HA/PLGA material degraded well in vivo and the staining results of bone tissue sections in the bone defect area suggested that tissues around the implanted material and rat organs in different groups did not show biological toxicity.In addition, the Gd-doped composites showed good magnetic imaging characteristics when implanted in animals. Conclusions:Cu/Gd@HA/PLGA composites exhibit favorable physicochemical properties, biosafety, osteogenic potential, and MRI contrast and have good clinical application prospects for orbital bone repair.
8.Virtual reality for post-stroke limb rehabilitation:an overview of systematic reviews
Hongwei YANG ; Juan WANG ; Hui JI ; Zhongjian LI ; Binghua LAN ; Xueying LI
Chinese Journal of Nursing 2025;60(17):2150-2157
Objective To re-evaluate systematic reviews on the application of virtual reality(VR)technology in limb rehabilitation for stroke patients,providing evidence to support the implementation of VR.Methods Systematic searches were conducted in Web of Science,PubMed,CINAHL,Cochrane Library,Embase,CNKI,CBM,WanFang,and VIP databases from their inception until March 2025,identifying systematic reviews/meta-analyses investigating VR for limb rehabilitation in stroke patients.2 researchers independently screened the literature.Methodological quality was evaluated using the Assessment of Mutiple System Reviews 2(AMSTAR 2)tool;reporting quality was evaluated according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses(PRISMA)guidelines;evidence quality was graded using the Grades of Recommendations Assessment,Development,and Evaluation(GRADE)system;literature overlap was assessed using the Corrected Covered Area(CCA)method.Results A total of 15 articles were included.According to AMSTAR 2,totally 3 reviews were of moderate quality,while the remainder were rated as low or very low quality.PRISMA scores ranged from 19.5 to 27.0 points.Based on GRADE,a review was classified as high quality,6 as moderate quality,and the remainder as low or very low quality.The CCA was 5.3%,indicating slight overlap.Conclusion VR contributes to the improvement of indicators such as upper limb motor function/mobility and lower limb balance in stroke patients.However,methodological limitations,including weak control of bias and inadequate handling of heterogeneity among included studies,restrict the overall quality of evidence.Further standardized,high-quality studies are needed to provide more reliable evidence to support clinical decision-making.
9.Current status and influencing factors of fertility concerns in early endometrial cancer and atypical endometrial hyperplasia patients with fertility preservation
Jingjing GONG ; Hongbin ZHANG ; Xueying WANG ; Ying ZHANG ; Yanmei ZHANG ; Dandan YANG ; Lianhua BAI ; Yuanyuan LIU ; Xiaodan LI
Chinese Journal of Modern Nursing 2025;31(34):4719-4724
Objective:To investigate the current status of fertility concerns among early-stage endometrial cancer (EC) and atypical endometrial hyperplasia (AEH) patients with fertility preservation, and analyze its influencing factors.Methods:Convenience sampling was used to select early-stage EC and AEH patients with fertility preservation at Peking University People's Hospital from January to December 2021 as study subjects. The study subjects were surveyed using the General Information Questionnaire, Chinese version of the Reproductive Concerns after Cancer Scale (RCAC), and Social Support Rating Scale (SSRS). Pearson correlation was employed to examine the relationship between fertility concerns and social support in early-stage EC and AEH patients with fertility preservation. Single-factor analysis and multiple linear regression analysis were used to examine the factors influencing fertility concerns in early-stage EC and AEH patients with fertility preservation.Results:A total of 170 questionnaires were distributed, and 167 valid questionnaires were collected, with a valid response rate of 98.24% (167/170). The RCAC and SSRS scores of 167 early-stage EC and AEH patients with fertility preservation were (56.58±10.58) and (34.22±8.21), respectively. Educational level, disease type and staging, marital status, and social support were statistically significant factors influencing fertility concerns among early-stage EC and AEH patients undergoing fertility preservation ( P<0.05), explaining 32.80% of the total variance. Conclusions:Early-stage EC and AEH patients with fertility preservation exhibit high levels of fertility concerns. Clinical practice should develop individualized psychological intervention programs for patients with high education level, unmarried status, high pathological grading, and lack of social support to improve their physical and mental health.
10.Identifying genetic etiology of ischemic stroke based on pleiotropy of obesity related genes:A sibling study
Kun WANG ; Huairong WANG ; Huan YU ; Ruotong YANG ; Liuyan ZHENG ; Jingxian WU ; Xueying QIN ; Tao WU ; Dafang CHEN ; Yiqun WU ; Yonghua HU
Journal of Peking University(Health Sciences) 2025;57(3):448-455
Objective:To identify genetic etiology of ischemic stroke(IS)based on pleiotropy of obe-sity related genes.Methods:A discordant sib-pair study was designed based on the Fangshan family co-hort in Beijing.Body mass index(BMI)polygenic risk score(PRS)was first constructed under different P values.Using the polygenic transmission disequilibrium test(pTDT),we then compared the actual BMI genetic risk of siblings with IS to their expected risk,to analyze whether higher BMI was over-trans-mitted to siblings with IS.The single nucleotide polymorphism(SNP)that comprised the PRS over-trans-mitted with IS and that corresponded to the highest heritability of IS were identified as a pleiotropy SNPs set between BMI and IS.This set was then utilized as a candidate set to identify and verify risk SNPs as-so-ciated IS by transmission disequilibrium test.Finally,we identified independent genomic risk loci and mapped to genes,we then explored the biological function of the identified risk loci and genes by func-tional annotation and pathway enrichment.Results:A total of 541 participants were enrolled,with an average age of(58.4±8.1)years,including 326 discordant sib pairs of ischemic stroke.Compared with non-IS participants,IS participants with males,education level below junior high school,hypertension and hyperlipidemia accounted for a higher proportion(P<0.05).For all the BMI PRS,we found that the actual genetic risk of BMI in siblings with IS was higher than their expectation,suggesting that genetic risk associated with high BMI was over-transmitted with IS.Compared with other SNP sets,the set(P<5 × 10-4)corresponded to the best analytical statistics of pTDT and the highest heritability of IS and was identified as the pleiotropy SNP set between BMI and IS.Within this set,there were 45 SNPs having linkage and association with IS,which were located in 43 independent genomic risk loci and mapped to 40 genes.These genes were significantly enriched in the lipid metabolism pathway.The rs2232852 cor-rected by multiple tests was mapped to CYB5R1 and ADIPOR1,which were related to lipid metabolism and the ferroptosis pathway.Conclusion:Pleiotropy between BMI-related genes and IS was observed.Forty-five SNPs were found with linkage and association with IS in the pleiotropy gene set and mapped to 40 genes,which were functionally enriched in lipid metabolic pathways.The rs2232852 corrected by multiple tests during association analysis validation was mapped to CYB5R1 and ADIPOR1,which were related to lipid metabolism and the ferroptosis pathway,suggesting that lipid metabolism and ferroptosis played an important role in the development of IS.

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