1.Causal association between metabolites and sarcopenia:a big data analysis of genome-wide association studies in the European population
Jiayong CHEN ; Meiling TANG ; Jianqi LU ; Yan PANG ; Shangbing YANG ; Meiling MAO ; Wenkuan LUO ; Wei LU
Chinese Journal of Tissue Engineering Research 2025;29(29):6369-6380
BACKGROUND:Studies at home and abroad have shown that sarcopenia is closely related to metabolites.At present,the relationship between the latest 1400 blood metabolites and sarcopenia is still unknown.OBJECTIVE:To analyze the causal relationship between 1 400 metabolites and sarcopenia and its relevance with cardiovascular disease using Mendelian randomization.METHODS:Genome-wide association study(GWAS)data of sarcopenia-related characteristics(grip strength,limb muscle lean body mass,and walking speed)were obtained from the OPEN GWAS website as outcome data.A GWAS containing 1 400 metabolites was used as an exposure factor,and single nucleotide polymorphisms significantly associated with exposure factors were selected as instrumental variables.The causal association between 1 400 metabolites and sarcopenia was analyzed by"TwoSampleMR"and"gwasglue"packages of R software(V4.3.2).The research methods included inverse variance weighting,MR-Eggeer regression intercept,weighted median method,and simple mode.Heterogeneity,pleiotropic,sensitivity and other verification analysis were performed.Finally,reverse Mendelian randomization analysis was performed.RESULTS AND CONCLUSION:(1)The causal relationship between 1 400 serum metabolites and sarcopenia was analyzed by inverse variance weighting.The results showed that 1-linoleoyl-2-linoleoyl-GPC(18:2/18:3)and glycodeoxycholate 3-sulfate were protective factors,and the risk of disease decreased with the increase of metabolites(P<0.01).(2)Two unknown metabolites(X-12822 and X-15486)and trans-3,4-methyleneheptanoate were risk factors.With the increase of two unknown metabolites(X-12822 and X-15486),the degree of low grip strength of male hands increased.Similarly,with the increase of trans-3,4-methylene heptanoate,the risk of disease also increased(P<0.01).(3)To conclude,1-linoleoyl-2-linoleoyl-GPC(18:2/18:3)and glycodeoxycholate 3-sulfate have inhibitory effects on sarcopenia.Two unknown metabolites(X-12822 and X-15486)and trans-3,4-methyleneheptanoate can promote sarcopenia.This may be a new idea and new basis for sarcopenia research and treatment in the future.This study will also provide a reference for the study of the role of related metabolites in the Chinese population.
2.Construction and validation of a novel prognostic risk scoring table for patients with acute-on-chronic liver failure
Zhanhu BI ; Haifeng HU ; Hong DU ; Linxu WANG ; Xiaofei YANG ; Yidi DING ; Jianqi LIAN
Journal of Clinical Hepatology 2025;41(10):2102-2109
ObjectiveTo investigate the clinical features of patients with acute-on-chronic liver failure (ACLF), and to construct a risk scoring table that can accurately predict the prognosis of patients in the early stage. MethodsA retrospective analysis was performed for the clinical data of 502 patients with ACLF who were admitted to Tangdu Hospital, Air Force Medical University, from January 1, 2010 to December 31, 2020 (training set), and the influencing factors for 28-day mortality rate were identified. The 69 ACLF patients who were admitted to Tangdu Hospital, Air Force Medical University, from January 1 to December 31, 2021 were enrolled as the validation set. The independent-samples t test or the Mann-Whitney U test was used for comparison of continuous data between two groups, and the chi-square test or the Fisher’s exact test was used for comparison of categorical data between two groups. A univariate Cox regression analysis was used to obtain the early warning indicators associated with the 28-day prognosis of ACLF patients, and variance inflation factors were used to assess multicollinearity among predictors; a multivariate Cox regression analysis was used to construct a risk model for ACLF prognosis (mortality). A risk scoring table for ACLF prognosis (mortality) was developed based on regression coefficients (β) from the model equation and weight assignments in the nomogram. Internal validation and comparison were performed for the risk model for ACLF prognosis (mortality), the scoring table for ACLF prognosis (mortality), and other scoring models (Child-Turcotte-Pugh [CTP] score, Model for End-Stage Liver Disease [MELD] score, MELD combined with serum sodium concentration [MELD-Na] score, and integrated MELD [iMELD] score) in the training set, while external validation and comprehensive evaluation of the scoring table and the other scoring models were performed in the validation set. The Nagelkerke’s R2 test and the Hosmer-Lemeshow test were used to assess the degree of fitting of the risk model for ACLF prognosis (mortality), the scoring table for ACLF prognosis (mortality), and other scoring models, and fitting curves were plotted. C-index was used to assess the discriminatory ability of the scoring table for ACLF prognosis (mortality) and the other scoring models, and the Z-test was used for comparison of C-index between different models. The decision curve analysis was used to compare the clinical benefits of the scoring table for ACLF prognosis (mortality) and the other scoring models. ResultsThe multivariate Cox regression analysis showed that age (hazard ratio [HR]=1.027, 95% confidence interval [CI]: 1.015 — 1.039, P<0.001), hepatic encephalopathy grade (grade 1: HR=2.928, 95%CI: 1.463 — 5.858, P=0.002; grade 2: HR=3.811, 95%CI: 2.078 — 6.988, P<0.001; grade 3: HR=3.916, 95%CI: 1.917 — 8.001, P<0.001; grade 4: HR=6.966, 95%CI: 4.559 — 10.644, P<0.001), an increase in total bilirubin (TBil) by ≥17.1 μmol/L per day (HR=1.771, 95%CI: 1.248 — 2.513, P=0.001), creatinine (HR=1.005, 95%CI: 1.004 — 1.006, P<0.001), neutrophil count (HR=1.092, 95%CI: 1.060 — 1.126, P<0.001), and international normalized ratio (HR=1.298, 95%CI: 1.187 — 1.418, P<0.001) were independent risk factors associated with the 28-day mortality rate of ACLF patients, and a risk scoring table was constructed for ACLF prognosis (mortality). The Nagelkerke’s R2 test showed that the risk scoring table for ACLF prognosis (mortality) had an R2 value of 0.599 in the training set and 0.722 in the validation set, which were higher than the R2 values of CTP, MELD, MELD-Na, and iMELD scores. The Hosmer-Lemeshow test showed that the risk scoring table for ACLF prognosis (mortality) had a P value of 0.280 in the training set and 0.788 in the validation set. The C-index analysis showed that the scoring table had a higher C-index than the other scoring models in the validation set (all P<0.001), as well as a higher C-index than CTP score in the training set (P<0.001). The decision curve analysis showed that the risk scoring table for ACLF prognosis (mortality) had higher clinical net benefits than the other scoring models. ConclusionCompared with other scoring models currently used in clinical practice, the novel risk scoring table for ACLF prognosis (mortality) constructed based on the six predictive factors of age, hepatic encephalopathy grade, an increase in TBil by ≥17.1 μmol/L per day, creatinine, neutrophil count, and international normalized ratio has a relatively high value in predicting the 28-day prognosis of ACLF patients.
3.Rheumatoid arthritis and coronary atherosclerosis:data analysis of serum metabolite and inflammatory factor in the European population
Yibo ZHANG ; Jianqi LU ; Meiling MAO ; Yan PANG ; Li DONG ; Shangbing YANG ; Xiang XIAO
Chinese Journal of Tissue Engineering Research 2025;29(24):5263-5271
BACKGROUND:The relationship between rheumatoid arthritis and coronary atherosclerosis has received extensive attention.Inflammation is related to rheumatoid arthritis and coronary atherosclerosis,indicating that there may be a common pathophysiological pathway between the two diseases.However,observational studies have not yet clarified the causal relationship.OBJECTIVE:To explore whether there is a causal relationship between rheumatoid arthritis and coronary atherosclerosis,as well as the potential causal relationship with 1 400 serum metabolites and 91 inflammatory factors through a Mendelian randomization analysis.METHODS:Coronary atherosclerosis data are from Finngen database,rheumatoid arthritis data are from IEU OpenGWAS database,serum metabolites data are from Canadian Longitudinal Study on Aging,Augsburg Cooperative Health Research and British Twin Project Research,and data of 91 inflammatory proteins are from research published in Nature Immunology in 2023.Mendelian randomization analysis was performed using data from genome-wide association studies,and causal effects were evaluated using inverse variance weighting,MR-Egger regression,weighted median,weighted model,and simple model methods,with inverse variance weighting being the primary analysis method.To enhance robustness,Cochran's Q-test MR-Egger intercept was used for sensitivity analysis.RESULTS AND CONCLUSION:(1)Inverse variance weighting results showed that rheumatoid arthritis was positively correlated with the increased relative risk of coronary atherosclerosis(odds ratio=1.002,95%confidence interval=1.001-1.003,P=0.003).There was no reverse causal relationship between coronary atherosclerosis and rheumatoid arthritis.In addition,96 serum metabolites and 9 inflammatory factors were found to have causal relationships with coronary atherosclerosis.There was a causal relationship between 51 serum metabolites and 7 inflammatory factors and rheumatoid arthritis.(2)This study provided epidemiological evidence between rheumatoid arthritis and coronary atherosclerosis,and emphasized the potential role of serum metabolites and inflammatory factors in the pathogenesis of these diseases.These findings may contribute to the development of new treatment strategies.Due to the limited inclusion of data from Asian populations,most contemporary studies used international databases and European population analyses.By collecting and analyzing the health data of European populations,it is conducive to a better understanding of the effects and potential role of Chinese medicine in Europe,and to further promote the practice of modern integration of Western and Chinese medicine.Meanwhile,through the comparative study with the European databases,it is possible to reveal the genetic differences and susceptibility to diseases among different populations,providing more dimensions and perspectives for global health research.
4.Causal association between metabolites and sarcopenia:a big data analysis of genome-wide association studies in the European population
Jiayong CHEN ; Meiling TANG ; Jianqi LU ; Yan PANG ; Shangbing YANG ; Meiling MAO ; Wenkuan LUO ; Wei LU
Chinese Journal of Tissue Engineering Research 2025;29(29):6369-6380
BACKGROUND:Studies at home and abroad have shown that sarcopenia is closely related to metabolites.At present,the relationship between the latest 1400 blood metabolites and sarcopenia is still unknown.OBJECTIVE:To analyze the causal relationship between 1 400 metabolites and sarcopenia and its relevance with cardiovascular disease using Mendelian randomization.METHODS:Genome-wide association study(GWAS)data of sarcopenia-related characteristics(grip strength,limb muscle lean body mass,and walking speed)were obtained from the OPEN GWAS website as outcome data.A GWAS containing 1 400 metabolites was used as an exposure factor,and single nucleotide polymorphisms significantly associated with exposure factors were selected as instrumental variables.The causal association between 1 400 metabolites and sarcopenia was analyzed by"TwoSampleMR"and"gwasglue"packages of R software(V4.3.2).The research methods included inverse variance weighting,MR-Eggeer regression intercept,weighted median method,and simple mode.Heterogeneity,pleiotropic,sensitivity and other verification analysis were performed.Finally,reverse Mendelian randomization analysis was performed.RESULTS AND CONCLUSION:(1)The causal relationship between 1 400 serum metabolites and sarcopenia was analyzed by inverse variance weighting.The results showed that 1-linoleoyl-2-linoleoyl-GPC(18:2/18:3)and glycodeoxycholate 3-sulfate were protective factors,and the risk of disease decreased with the increase of metabolites(P<0.01).(2)Two unknown metabolites(X-12822 and X-15486)and trans-3,4-methyleneheptanoate were risk factors.With the increase of two unknown metabolites(X-12822 and X-15486),the degree of low grip strength of male hands increased.Similarly,with the increase of trans-3,4-methylene heptanoate,the risk of disease also increased(P<0.01).(3)To conclude,1-linoleoyl-2-linoleoyl-GPC(18:2/18:3)and glycodeoxycholate 3-sulfate have inhibitory effects on sarcopenia.Two unknown metabolites(X-12822 and X-15486)and trans-3,4-methyleneheptanoate can promote sarcopenia.This may be a new idea and new basis for sarcopenia research and treatment in the future.This study will also provide a reference for the study of the role of related metabolites in the Chinese population.
5.Rheumatoid arthritis and coronary atherosclerosis:data analysis of serum metabolite and inflammatory factor in the European population
Yibo ZHANG ; Jianqi LU ; Meiling MAO ; Yan PANG ; Li DONG ; Shangbing YANG ; Xiang XIAO
Chinese Journal of Tissue Engineering Research 2025;29(24):5263-5271
BACKGROUND:The relationship between rheumatoid arthritis and coronary atherosclerosis has received extensive attention.Inflammation is related to rheumatoid arthritis and coronary atherosclerosis,indicating that there may be a common pathophysiological pathway between the two diseases.However,observational studies have not yet clarified the causal relationship.OBJECTIVE:To explore whether there is a causal relationship between rheumatoid arthritis and coronary atherosclerosis,as well as the potential causal relationship with 1 400 serum metabolites and 91 inflammatory factors through a Mendelian randomization analysis.METHODS:Coronary atherosclerosis data are from Finngen database,rheumatoid arthritis data are from IEU OpenGWAS database,serum metabolites data are from Canadian Longitudinal Study on Aging,Augsburg Cooperative Health Research and British Twin Project Research,and data of 91 inflammatory proteins are from research published in Nature Immunology in 2023.Mendelian randomization analysis was performed using data from genome-wide association studies,and causal effects were evaluated using inverse variance weighting,MR-Egger regression,weighted median,weighted model,and simple model methods,with inverse variance weighting being the primary analysis method.To enhance robustness,Cochran's Q-test MR-Egger intercept was used for sensitivity analysis.RESULTS AND CONCLUSION:(1)Inverse variance weighting results showed that rheumatoid arthritis was positively correlated with the increased relative risk of coronary atherosclerosis(odds ratio=1.002,95%confidence interval=1.001-1.003,P=0.003).There was no reverse causal relationship between coronary atherosclerosis and rheumatoid arthritis.In addition,96 serum metabolites and 9 inflammatory factors were found to have causal relationships with coronary atherosclerosis.There was a causal relationship between 51 serum metabolites and 7 inflammatory factors and rheumatoid arthritis.(2)This study provided epidemiological evidence between rheumatoid arthritis and coronary atherosclerosis,and emphasized the potential role of serum metabolites and inflammatory factors in the pathogenesis of these diseases.These findings may contribute to the development of new treatment strategies.Due to the limited inclusion of data from Asian populations,most contemporary studies used international databases and European population analyses.By collecting and analyzing the health data of European populations,it is conducive to a better understanding of the effects and potential role of Chinese medicine in Europe,and to further promote the practice of modern integration of Western and Chinese medicine.Meanwhile,through the comparative study with the European databases,it is possible to reveal the genetic differences and susceptibility to diseases among different populations,providing more dimensions and perspectives for global health research.
6.Exploring the treatment of post-stroke shoulder pain through meridian guided lung function training based on the theory of"form,qi,and spirit"
Ming QI ; Jianqi SONG ; Meijie SUN ; Shuai YANG ; Yuru SONG
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2024;31(6):739-742
Based on the traditional Chinese medicine theory of"form,qi,and spirit"deeply explores the application mechanism of meridian guided lung function training in the treatment of post-stroke shoulder pain.Post stroke shoulder pain,as one of the common complications in stroke patients,not only brings great distress to their physical health,but also seriously affects their daily quality of life and rehabilitation process.This study reveals the multiple effects of meridian guided lung function training through theoretical analysis and practical verification.The research results indicating that this training method can not only effectively improve lung function,but also achieve the effect of reducing shoulder pain symptoms and accelerating the rehabilitation process by regulating qi and blood circulation,strengthening organ function,and promoting harmonious unity of mental will.The study elaborated on the implementation steps of the training method,including specific breathing techniques,posture adjustment,and mind guidance.In addition,the study theoretically explained the role of shape adjustment,qi adjustment,and spirit adjustment in treatment,such as optimizing shoulder structure,regulating breathing,promoting qi and blood circulation,and relieving mental stress.By combining specific case studies,the actual effect of this therapy in clinical treatment was demonstrated.Finally,the study not only summarized the unique advantages of this therapy,but also pointed out potential directions for future research,providing valuable references experience for subsequent medical exploration.The results of this study not only bring hope to patients with post-stroke shoulder pain,but also provide new ideas and methods for integrated traditional Chinese and Western medicine treatment,demonstrating the enormous potential of combining traditional medicine with modern science.
7.Clinical features and early warning indicators of patients with acute-on-chronic liver failure and bacterial infection
Zhanhu BI ; Linxu WANG ; Haifeng HU ; Hong DU ; Yidi DING ; Xiaofei YANG ; Jiayi ZHAN ; Fei HU ; Denghui YU ; Hongkai XU ; Jianqi LIAN
Journal of Clinical Hepatology 2024;40(4):760-766
ObjectiveTo investigate the clinical features of patients with acute-on-chronic liver failure (ACLF) and bacterial infection and early warning indicators associated with multidrug-resistant infections. MethodsA retrospective analysis was performed for 130 patients with ACLF and bacterial infection who attended The Second Affiliated Hospital of Air Force Medical University from January 1, 2010 to December 31, 2021, and according to the drug susceptibility results, the patients were divided into multidrug-resistant (MDR) bacterial infection group with 80 patients and non-MDR bacterial infection group with 50 patients. General information and laboratory examination results were compared between the two groups to screen for the early warning indicators associated with MDR bacterial infection. The Student’s t-test was used for comparison of normally distributed continuous data with homogeneity of variance between two groups, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data or continuous data with heterogeneity of variance between two groups; the chi-square test or the Fisher’s exact test was used for comparison of categorical data between two groups. The binary logistic regression analysis and the receiver operating characteristic (ROC) curve were used to assess the predictive value of early warning indicators. ResultsAmong the 130 patients with ACLF and bacterial infection, sputum (27.7%) was the most common specimen for detection, followed by blood (24.6%), urine (18.5%), and ascites (17.7%). Bacterial infections were dominated by Gram-negative bacteria (58.5%). Of all bacteria, Escherichia coli (18.5%), Klebsiella pneumoniae (14.6%), and Enterococcus faecium (13.8%) were the most common pathogens. Gram-positive bacteria had a high resistance rate to the antibacterial drugs such as erythromycin (72.2%), penicillin (57.4%), ampicillin (55.6%), and ciprofloxacin (53.7%), while Gram-negative bacteria had a high resistance rate to the antibacterial drugs such as ampicillin (73.3%), cefazolin (50.0%), and cefepime (47.4%). The patients with ACLF and bacterial infection had a relatively high rate of MDR bacterial infection (61.5%). Comparison of clinical data between the two groups showed that compared with the patients with non-MDR bacterial infection, the patients with MDR bacterial infection had significantly higher levels of alanine aminotransferase (Z=2.089, P=0.037), aspartate aminotransferase (Z=2.063, P=0.039), white blood cell count (Z=2.207, P=0.027), and monocyte count (Z=4.413, P<0.001). The binary logistic regression analysis showed that monocyte count was an independent risk factor for MDR bacterial infection (odds ratio=7.120, 95% confidence interval [CI]: 2.478 — 20.456,P<0.001) and had an area under the ROC curve of 0.686 (95%CI: 0.597 — 0.776) in predicting ACLF with MDR bacterial infection(P<0.001), with the optimal cut-off value of 0.50×109/L, a sensitivity of 0.725, and a specificity of 0.400. ConclusionACLF combined with bacterial infections is mainly caused by Gram-negative bacteria, with the common pathogens of Escherichia coli and Klebsiella pneumoniae and a relatively high MDR rate in clinical practice. An increase in monocyte count can be used as an early warning indicator to distinguish MDR bacterial infection from non-MDR bacterial infection.
8.Efficacy and safety of denosemab versus zoledronic acid in patients with solid tumors bone metastases and multiple myeloma:a meta-analysis
Lulu ZHEN ; Xuemao LIU ; Jianqi CHEN ; Hai YANG
Chinese Journal of Pharmacoepidemiology 2024;33(2):194-202
Objective To systematically review the efficacy and safety of denosemab and zoledronic acid in patients with solid tumors bone metastases and multiple myeloma.Methods Pubmed,Embase,Cochrane Library,Web of Science,CNKI,WanFang Data and VIP databases were electronically searched for randomized controlled trials(RCTs)related to denosemab and zoledronic acid in the solid tumors bone metastases and multiple myeloma from inception to November 21,2023.Two reviewers independently screened literature,extracted data and assessed the risk of bias of included studies,and Meta-analysis was performed by using RevMan 5.3 software.Results A total of 5 RCTs,involving 8 957 patients were included.The results of Meta-analysis showed that denosumab was effective in delaying the time to first bone-related event(SRE)(HR=0.85,95%CI 0.80 to 0.92,P<0.001)and the time to first and subsequent SRE time(HR=0.87,95%CI 0.79 to 0.96,P=0.004)were superior to zoledronic acid.Denosumab had lower incidence of nephrotoxicity(RR=0.70,95%CI 0.58 to 0.85,P<0.001),acute phase response(RR=0.46,95%CI 0.40 to 0.51,P<0.001),anemia(RR=0.91,95%CI 0.85 to 0.98,P=0.008)and appetite decreased/anorexia(RR=0.89,95%CI 0.81 to 0.98,P=0.02),but the incidence of hypocalcemia was higher(RR=1.72,95%CI 1.49 to 1.99,P<0.001).There were no significant differences between denosumab and zoledronic acid in terms of overall survival,time to disease progression,incidence of adverse events and serious adverse events(P>0.05).Conclusion Current evidence shows that compared with zoledronic acid,denosemab can significantly delay SREs induced by solid tumors bone metastases and multiple myeloma.In terms of safety,the risk of denosemab-induced nephrotoxicity,acute phase reactions,anemia and decreased appetite/anorexia are lower,but the risk of denosemab-induced hypocalcemia is higher.
9.Exploring the treatment of post-stroke shoulder pain through meridian guided lung function training based on the theory of"form,qi,and spirit"
Ming QI ; Jianqi SONG ; Meijie SUN ; Shuai YANG ; Yuru SONG
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2024;31(6):739-742
Based on the traditional Chinese medicine theory of"form,qi,and spirit"deeply explores the application mechanism of meridian guided lung function training in the treatment of post-stroke shoulder pain.Post stroke shoulder pain,as one of the common complications in stroke patients,not only brings great distress to their physical health,but also seriously affects their daily quality of life and rehabilitation process.This study reveals the multiple effects of meridian guided lung function training through theoretical analysis and practical verification.The research results indicating that this training method can not only effectively improve lung function,but also achieve the effect of reducing shoulder pain symptoms and accelerating the rehabilitation process by regulating qi and blood circulation,strengthening organ function,and promoting harmonious unity of mental will.The study elaborated on the implementation steps of the training method,including specific breathing techniques,posture adjustment,and mind guidance.In addition,the study theoretically explained the role of shape adjustment,qi adjustment,and spirit adjustment in treatment,such as optimizing shoulder structure,regulating breathing,promoting qi and blood circulation,and relieving mental stress.By combining specific case studies,the actual effect of this therapy in clinical treatment was demonstrated.Finally,the study not only summarized the unique advantages of this therapy,but also pointed out potential directions for future research,providing valuable references experience for subsequent medical exploration.The results of this study not only bring hope to patients with post-stroke shoulder pain,but also provide new ideas and methods for integrated traditional Chinese and Western medicine treatment,demonstrating the enormous potential of combining traditional medicine with modern science.
10.A Case of Third-degree Atrioventricular Block after Cardiac Radiofrequency Ablation Treated with the Method of Boosting Qi, Warming Yang and Unblocking Collaterals
Wenkuan LUO ; Jianqi LU ; Meiling TANG ; Puwei HUANG ; Jiatan ZHOU ; Min YANG
Journal of Traditional Chinese Medicine 2023;64(19):2049-2052
Third-degree atrioventricular block is a severe bradyarrhythmia, for which there is no proven effective drugs currently. Permanent pacemaker implantation recommended by the guideline, however, is not suitable for most patients. This paper reported on a case of third-degree atrioventricular block after cardiac radiofrequency ablation who has been treated with the method of boosting qi, warming yang and unblocking collaterals. The TCM syndrome of this case was diagnosed as yang qi depletion and phlegm-stasis blocking the collaterals, for which Baoyuan Decoction and Mahuang Fuzi Xixin Decoction (保元汤合麻黄附子细辛汤) in modification has been used to boost qi, warm yang and raise the sunken, dissolve phlegm, invigorate blood and unblock collaterals. After nearly 7-month treatment, the symptoms such as palpitations, shortness of breath and fatigue were basically cured, and the electrocardiogram returned to the normal.

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