1.Oxylipidomics Combined with Transcriptomics Reveals Mechanism of Jianpi Huogu Prescription in Treating Steroid-induced Osteonecrosis of Femoral Head in Rats
Lili WANG ; Qun LI ; Zhixing HU ; Qianqian YAN ; Liting XU ; Xiaoxiao WANG ; Chunyan ZHU ; Yanqiong ZHANG ; Weiheng CHEN ; Haijun HE ; Chunfang LIU ; Na LIN
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):190-199
ObjectiveTo unveil the mechanism of Jianpi Huogu prescription (JPHGP) in ameliorating the dyslipidemia of steroid-induced osteonecrosis of the femur head (SONFH) by oxylipidomics combined with transcriptomics. MethodsSixty SD rats were assigned into normal, model, low-, medium-, and high-dose (2.5, 5, 10 g·kg-1, respectively) JPHGP, and Jiangushengwan (1.53 g·kg-1) groups. Lipopolysaccharide was injected into the tail vein at a dose of 20 μg·kg-1 on days 1 and 2, and methylprednisolone sodium succinate was injected at a dose of 40 mg·kg-1 into the buttock muscle on days 3 to 5. The normal group received an equal volume of normal saline. Drug administration by gavage began 4 weeks after the last injection, and samples were taken after administration for 8 weeks. Hematoxylin-eosin staining was conducted to reveal the histopathological changes of the femoral head, and the number of adipocytes, the rate of empty bone lacunae, and the trabecular area were calculated. Micro-computed tomography was used for revealing the histological and histomorphometrical changes of the femoral head. Enzyme-linked immunosorbent assay was employed to measure the serum levels of triglyceride (TG), total cholesterol (TC), low-density lipoprotein (LDL), high-density lipoprotein (HDL), apolipoprotein A1 (ApoA1), and apolipoprotein B (ApoB). At the same time, the femoral head was collected for oxylipidomic and transcriptomic detection. The differential metabolites and differential genes were enriched and analyzed, and the target genes regulating lipid metabolism were predicted. The predicted target proteins were further verified by molecular docking, immunohistochemistry, and Western blot. ResultsCompared with the normal group, the model group showcased thinning of the femoral head, trabecular fracture, karyopyknosis, subchondral cystic degeneration, increases in the number of adipocytes and the rate of empty bone lacunae (P<0.01), a reduction in the trabecular area (P<0.01), decreases in BMD, Tb.Th, Tb.N, and BV/TV, and increases in Tb.Sp and BS/BV (P<0.01). Compared with the model group, the JPHGP groups showed no obvious thinning of the femoral head or subchondroidal cystic degeneration. The high- and medium-dose JPHGP groups presented declines in the number of adipocytes and the rate of empty bone lacunae, an increase in the trabecular area (P<0.05, P<0.01), rises in BMD, Tb.Th, Tb.N, and BV/TV, and decreases in Tb.Sp and BS/BV (P<0.05, P<0.01). Compared with the normal group, the model group showcased raised serum levels of TG, TC, LDL, and ApoB and lowered serum levels of HDL and ApoA1 (P<0.01). Compared with the model group, the JPHGP groups had lowered serum levels of TG, TC, LDL, and ApoB (P<0.05, P<0.01) and a risen serum level of ApoA1 (P<0.05, P<0.01). Moreover, the serum level of HDL in the high-dose JPHGP group increased (P<0.01). A total of 19 different metabolites of disease set and drug set were screened out by oxylipidomics of the femoral head, and 119 core genes with restored expression were detected by transcriptomics. The enriched pathways were mainly concentrated in inflammation, lipids, apoptosis, and osteoclast differentiation. Molecular docking, immunohistochemistry, and Western blot results showed that compared with the normal group, the model group displayed increased content of 5-lipoxygenase (5-LO) and peroxisome proliferator-activated receptor γ (PPARγ) in the femoral head (P<0.01). Compared with the model group, medium- and high-dose JPHGP reduced the content of 5-LO and PPARγ (P<0.05, P<0.01). ConclusionJPHGP can restore the levels of oxidized lipid metabolites by regulating the 5-LO-PPARγ axis to treat SONFH in rats. Relevant studies provide experimental evidence for the efficacy mechanism of JPHGP in the treatment of SONFH.
2.Oxylipidomics Combined with Transcriptomics Reveals Mechanism of Jianpi Huogu Prescription in Treating Steroid-induced Osteonecrosis of Femoral Head in Rats
Lili WANG ; Qun LI ; Zhixing HU ; Qianqian YAN ; Liting XU ; Xiaoxiao WANG ; Chunyan ZHU ; Yanqiong ZHANG ; Weiheng CHEN ; Haijun HE ; Chunfang LIU ; Na LIN
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):190-199
ObjectiveTo unveil the mechanism of Jianpi Huogu prescription (JPHGP) in ameliorating the dyslipidemia of steroid-induced osteonecrosis of the femur head (SONFH) by oxylipidomics combined with transcriptomics. MethodsSixty SD rats were assigned into normal, model, low-, medium-, and high-dose (2.5, 5, 10 g·kg-1, respectively) JPHGP, and Jiangushengwan (1.53 g·kg-1) groups. Lipopolysaccharide was injected into the tail vein at a dose of 20 μg·kg-1 on days 1 and 2, and methylprednisolone sodium succinate was injected at a dose of 40 mg·kg-1 into the buttock muscle on days 3 to 5. The normal group received an equal volume of normal saline. Drug administration by gavage began 4 weeks after the last injection, and samples were taken after administration for 8 weeks. Hematoxylin-eosin staining was conducted to reveal the histopathological changes of the femoral head, and the number of adipocytes, the rate of empty bone lacunae, and the trabecular area were calculated. Micro-computed tomography was used for revealing the histological and histomorphometrical changes of the femoral head. Enzyme-linked immunosorbent assay was employed to measure the serum levels of triglyceride (TG), total cholesterol (TC), low-density lipoprotein (LDL), high-density lipoprotein (HDL), apolipoprotein A1 (ApoA1), and apolipoprotein B (ApoB). At the same time, the femoral head was collected for oxylipidomic and transcriptomic detection. The differential metabolites and differential genes were enriched and analyzed, and the target genes regulating lipid metabolism were predicted. The predicted target proteins were further verified by molecular docking, immunohistochemistry, and Western blot. ResultsCompared with the normal group, the model group showcased thinning of the femoral head, trabecular fracture, karyopyknosis, subchondral cystic degeneration, increases in the number of adipocytes and the rate of empty bone lacunae (P<0.01), a reduction in the trabecular area (P<0.01), decreases in BMD, Tb.Th, Tb.N, and BV/TV, and increases in Tb.Sp and BS/BV (P<0.01). Compared with the model group, the JPHGP groups showed no obvious thinning of the femoral head or subchondroidal cystic degeneration. The high- and medium-dose JPHGP groups presented declines in the number of adipocytes and the rate of empty bone lacunae, an increase in the trabecular area (P<0.05, P<0.01), rises in BMD, Tb.Th, Tb.N, and BV/TV, and decreases in Tb.Sp and BS/BV (P<0.05, P<0.01). Compared with the normal group, the model group showcased raised serum levels of TG, TC, LDL, and ApoB and lowered serum levels of HDL and ApoA1 (P<0.01). Compared with the model group, the JPHGP groups had lowered serum levels of TG, TC, LDL, and ApoB (P<0.05, P<0.01) and a risen serum level of ApoA1 (P<0.05, P<0.01). Moreover, the serum level of HDL in the high-dose JPHGP group increased (P<0.01). A total of 19 different metabolites of disease set and drug set were screened out by oxylipidomics of the femoral head, and 119 core genes with restored expression were detected by transcriptomics. The enriched pathways were mainly concentrated in inflammation, lipids, apoptosis, and osteoclast differentiation. Molecular docking, immunohistochemistry, and Western blot results showed that compared with the normal group, the model group displayed increased content of 5-lipoxygenase (5-LO) and peroxisome proliferator-activated receptor γ (PPARγ) in the femoral head (P<0.01). Compared with the model group, medium- and high-dose JPHGP reduced the content of 5-LO and PPARγ (P<0.05, P<0.01). ConclusionJPHGP can restore the levels of oxidized lipid metabolites by regulating the 5-LO-PPARγ axis to treat SONFH in rats. Relevant studies provide experimental evidence for the efficacy mechanism of JPHGP in the treatment of SONFH.
3.In silico prediction of pK a values using explainable deep learning methods.
Chen YANG ; Changda GONG ; Zhixing ZHANG ; Jiaojiao FANG ; Weihua LI ; Guixia LIU ; Yun TANG
Journal of Pharmaceutical Analysis 2025;15(6):101174-101174
Negative logarithm of the acid dissociation constant (pK a) significantly influences the absorption, distribution, metabolism, excretion, and toxicity (ADMET) properties of molecules and is a crucial indicator in drug research. Given the rapid and accurate characteristics of computational methods, their role in predicting drug properties is increasingly important. Although many pK a prediction models currently exist, they often focus on enhancing model precision while neglecting interpretability. In this study, we present GraFpK a, a pK a prediction model using graph neural networks (GNNs) and molecular fingerprints. The results show that our acidic and basic models achieved mean absolute errors (MAEs) of 0.621 and 0.402, respectively, on the test set, demonstrating good predictive performance. Notably, to improve interpretability, GraFpK a also incorporates Integrated Gradients (IGs), providing a clearer visual description of the atoms significantly affecting the pK a values. The high reliability and interpretability of GraFpK a ensure accurate pK a predictions while also facilitating a deeper understanding of the relationship between molecular structure and pK a values, making it a valuable tool in the field of pK a prediction.
4.Changes of laboratory biochemical indicators in HIV / AIDS patients treated with different antiviral regimens
Mengxue LI ; Jiafa LIU ; Rui ZHANG ; Zhixing WU ; Jianjian LI ; Xuemei DENG ; Kailin YANG ; Xingqi DONG ; Mi ZHANG
Journal of Public Health and Preventive Medicine 2024;35(4):49-52
Objective To analyze the changes of liver and kidney function, blood glucose and lipid metabolism at different follow-up time points of different treatment regimens, and to provide reference for clinical optimization and adjustment of medication in HIV/AIDS patients. Methods The changes of liver and kidney function, blood glucose and lipid metabolism at seven follow-up time points were analyzed retrospectively. The baseline blood collection time of HIV /AIDS patients was set as the starting point, and the final follow-up time was set as the end point. The seven follow-up points were 0, 3, 6, 9, 12, 18 and 24 months respectively. Results There were statistically significant differences in the distribution of sex, age, education, marital status, WHO staging, infection route, and baseline CD4+T lymphocyte count among 605 enrolled patients based on different treatment regimens. Liver function: The level of T-Bil in group E was higher than that of baseline at 9M, 12M, 18M and 24M after treatment (P<0.01); In group F, the level of T-Bil was higher than that of baseline at 9M after treatment (P=0.001); The levels of ALT in group C at the six follow-up points after treatment were higher than the baseline (P<0.001); The level of AST in group C was higher than that of baseline after 3M and 6M treatment (P<0.05). Renal function: The level of UREA in group C was higher than that in baseline after 6M treatment (P=0.007); The level of UREA in group F was higher than that in the baseline after 12M treatment (P<0.001); The level of UA in group F was higher than that of baseline after 3M, 6M and 12M treatment (P<0.05). Blood lipid and blood glucose: The levels of Glu at some follow-up points after ART treatment in group A and group C were higher than that at baseline (P<0.05); The levels of TG at some follow-up points in group A, group E and group F after ART treatment were higher than those at baseline (P<0.05); The levels of TC at some follow-up points in group A, group B, group C, group E and group F after ART treatment were all higher than the baseline (P<0.05). Conclusion Regular monitoring of changes in laboratory indicators of different treatment regimens during ART is of great importance to the prognosis of patients. Different laboratory indicators should be monitored according to different treatment regimens to effectively prevent adverse reactions caused by different treatment regimens.
5.Association between gut microbiota and polycystic ovary syndrome: a Mendelian randomization study
CHEN Ying ; LIU Ke ; LIU Bin ; SUN Xiaohui ; HE Zhixing ; MAO Yingying ; YE Ding
Journal of Preventive Medicine 2024;36(9):801-805
Objective:
To investigate the causal relationship between gut microbiota and polycystic ovary syndrome (PCOS) using a Mendelian randomization (MR) study, so as to provide insights into the pathogenesis of PCOS and the formulation of prevention and treatment strategies.
Methods:
The genetic data on gut microbiota was derived from a meta-analysis of genome-wide association studies (GWAS) involving 18 340 participants. The genetic data on PCOS was sourced from two GWAS meta-analyses in European populations, serving as the discovery set and the validation set, respectively. A two-sample MR analysis was conducted using the discovery set, with the inverse variance weighted (IVW) method as the primary approach. Sensitivity analyses employed the weighted median method, MR-Egger regression, and the MR-PRESSO test. The validation set was utilized for verification, and a meta-analysis was performed to combine the results from the two datasets.
Results:
Forward MR analysis results showed that nine types of gut microbiota were statistically associated with PCOS (all P<0.05). Specifically, the association of family Streptococcaceae (OR=1.442, 95%CI: 1.097-1.895), genus Actinomyces (OR=1.359, 95%CI: 1.036-1.784), genus Ruminococcaceae UCG 011 (OR=0.755, 95%CI: 0.619-0.921), genus Sellimonas (OR=0.766, 95%CI: 0.657-0.893) and genus Streptococcus with PCOS (OR=1.496, 95%CI: 1.136-1.972) remained consistent in the sensitivity analysis. Reverse MR analysis showed no evidence for the causal association between PCOS and the aforementioned five types of gut microbiota (all P>0.05). The MR analysis results of the validation set showed that there was no statistical association between the aforementioned five types of gut microbiota and PCOS (all P>0.05). However, the associations remained significant for genus Actinomyces (OR=1.226,95%CI:1.010-1.503) and genus Streptococcus (OR=1.266,95%CI:1.042-1.452) in the meta-analysis (both P<0.05).
Conclusion
This study provides the evidence that genus Actinomyces and genus Streptococcus are causally associated with PCOS.
6.Network meta-analysis of the modeling effects of different factors on rabbit models of steroid-induced osteonecrosis of femoral head
Zhixing HU ; Qun LI ; Chao YANG ; Xiaoxiao WANG ; Luochangting FANG ; Wuqiong HOU ; Na LIN ; Weiheng CHEN ; Chunfang LIU ; Ya LIN
Chinese Journal of Tissue Engineering Research 2024;28(6):976-984
OBJECTIVE:The rabbit model of steroid-induced osteonecrosis of femoral head is the most commonly used animal model of femoral head necrosis.The pathological changes of the femoral head are close to clinical practice,however,the conditions,methods and evaluation standards of animal models reported in and outside China are not uniform,which leads to the low scientific value of animal models and is difficult to popularize.This study aimed to clarify the influence of different mold-making conditions on the establishment of steroid-induced osteonecrosis of femoral head rabbit model and analyze the appropriate conditions for the successful model establishment. METHODS:We searched the CNKI,WanFang,VIP,CBM,WoS,PubMed and EMbsae databases for the literature on the modeling of steroid-induced osteonecrosis of femoral head rabbits up to April 1,2022,completed the screening of the literature according to the inclusion and exclusion criteria and literature quality evaluation,and extracted the outcome index data in the literature.RevMan Stata and ADDIS statistical software were used to conduct a meta-analysis of the included data. RESULTS:(1)A total of 82 articles with 1 366 rabbits were included in the study.The steroid-induced osteonecrosis of femoral head modeling methods were divided into three types:steroid-alone method,steroid combined lipopolysaccharide method and steroid combined serum method.Among these,33 articles used steroid-alone method;20 articles used steroid combined lipopolysaccharide method;29 articles used steroid combined serum method.(2)Meta-analysis results showed that the three modeling methods significantly increased the rate of empty bone lacunae in the femoral head of steroid-induced osteonecrosis of femoral head rabbits(P<0.001),and significantly decreased the ratio of the trabecular bone area in the femoral head of steroid-induced osteonecrosis of femoral head rabbits(P<0.001).The order of empty bone lacunae rate of each modeling method was:steroid combined with lipopolysaccharide method>steroid-alone method>steroid combined with serum method>normal group,and the order of trabecular bone area rate of each modeling method was:normal group>steroid combined with serum method>steroid-alone method>steroid combined with lipopolysaccharide method.(3)The results of subgroup analysis suggested that the rate of empty bone lacunae in the rabbit model induced by steroid alone might be related to the rabbit variety and the type of steroid used for modeling(difference between groups P<0.05),in which the combined effect amount of New Zealand white rabbits was higher than that of Chinese white rabbits(P<0.05)and Japanese white rabbits,and the combined effect amount of dexamethasone was higher than that of other steroids.The rate of empty bone lacunae induced by steroid combined with lipopolysaccharide was related to the administration mode of lipopolysaccharide and the type of steroid(P<0.05),among which the combined effect of methylprednisolone sodium succinate was significantly higher than that of other steroids(P<0.05),and the combined effect of prednisolone was significantly lower than that of other steroids(P<0.05).The combined effect of lipopolysaccharide 100 μg/kg×twice was significantly lower than 10 μg/kg×twice and 50 μg/kg×twice(P<0.05).The rate of empty bone lacunae in the model induced by steroid combined with serum was related to serum dose and steroid type(P<0.05),among which the combined effect amount of dexamethasone sodium phosphate was significantly higher than other steroid types(P<0.05),and the combined effect amount of dexamethasone was significantly lower than other steroid types(P<0.05);the combined effect amount of serum"10 mL/kg+6 mL/kg"combined dose was lower than other serum doses(P<0.05). CONCLUSION:(1)With the rate of empty bone lacunae and the ratio of trabecular bone area as the judgment standard for the successful establishment of the model,the three modeling methods can successfully construct the rabbit steroid-induced osteonecrosis of femoral head model,of which the steroid combined with lipopolysaccharide method is the best.(2)New Zealand white rabbits and dexamethasone are recommended when selecting the steroid-alone method.Methylprednisolone sodium succinate and low-dose lipopolysaccharide are recommended when selecting the steroid combined with lipopolysaccharide method.Dexamethasone sodium phosphate is recommended when selecting the steroid combined with serum modeling method.
7.Influencing factors of early hypocalcemia after microwave ablation for treating secondary hyperparathyroidism
Jiahao WU ; Chun LI ; Zhixing LIU ; Ga LIU ; Jiajie LYU
Chinese Journal of Medical Imaging Technology 2024;40(9):1327-1331
Objective To observe the influencing factors of early hypocalcemia after microwave ablation(MWA)for treating secondary hyperparathyroidism(SHPT).Methods Data of 82 SHPT patients who underwent MWA were retrospectively analyzed.The patients were divided into hypocalcemia group(n=36)and non-hypocalcemia group(n=46)based on presence of early hypocalcemia after MWA or not.Patients'age,gender,body mass index(BMI),dialysis method,dialysis time and number of lesions were compared between groups,so were baseline blood calcium,blood phosphorus,intact parathyroid hormone(iPTH),alkaline phosphatase(ALP),hemoglobin,albumin,creatinine,uric acid and 2 5-hydroxy vitamin D3.Logistic analysis was performed to screen the influencing factors of early hypocalcemia after MWA.Results Significant differences of dialysis methods,number of lesions,blood calcium,iPTH and ALP were found between groups(all P<0.05).Univariate and multivariate logistic regression analysis showed that the number of lesions,iPTH and ALP were all independent influencing factors of early hypocalcemia after MWA for treating SHPT(all P<0.05).Conclusion The number of lesions,iPTH and ALP were influencing factors of early hypocalcemia after MWA for treating SHPT.
8.Relationship between serum CCL2,CCL18 and clinicopathological parameters and prognosis in patients with glottic carcinoma
Chuanjun WU ; Zhaoxu YAO ; Zhixing FENG ; Haibin MA ; Lin LIU ; Xiaohui DUAN
Chinese Archives of Otolaryngology-Head and Neck Surgery 2024;31(9):554-558,579
OBJECTIVE To study the relationship between serum CC type chemotactic factor 2(CCL2),CC type chemotactic factor 18(CCL18) and clinicopathological parameters and prognosis of patients with glottic carcinoma. METHODS A total of 168 glottic carcinoma patients admitted to Handan Central Hospital and Hebei Engineering University Affiliated Hospital from August 2015 to December 2018 were selected as the research subjects. The receiver operating characteristic(ROC) curve was used to determine the optimal cut-off points for serum CCL2 and CCL18. Based on this,patients were divided into CCL2 high expression group and low expression group,CCL18 high expression group and low expression group. The relationship between levels of serum CCL2 and CCL18 and clinical pathological parameters of glottic carcinoma patients was analyzed. Kaplan-Meier curve and Log Rank x2 test were used to analyze the 5-year disease-free survival rate of serum CCL2 high/low expression group and CCL18 high/low expression group. Cox regression model was used to analyze the influencing factors of glottic carcinoma prognosis,and the relationship between serum CCL2,CCL18 expression and tumor recurrence/metastasis was analyzed. RESULTS The optimal cut-off points for CCL2 and CCL18 calculated based on the ROC curve were 100.81 and 218.99 pg/ml,respectively. Compared with the low expression groups of CCL2 and CCL18,the high expression groups of CCL2 and CCL18 showed a significant increase in the proportion of T3-T4a,N1-N3 stages,and tumor low differentiation(P<0.05). Of the 168 glottic carcinoma patients,there were 160 patients followed up for 5 years and 8 patients lost for follow-up. There were 67 patients experienced recurrence or metastasis,and 39 patients died due to recurrence or metastasis. The tumor recurrence or metastasis rate was 41.88%(67/160),and the disease-free survival rate was 58.13%(93/160). Kaplan-Meier survival curve analysis showed that the 5-year disease-free survival rate of the high expression group of serum CCL2 and CCL18 was significantly lower than that of the low expression group of serum CCL2 and CCL18(P<0.05). Cox regression analysis showed that elevated T staging,cervical lymph node recurrence,elevated N staging,local recurrence,high expression of CCL2 and CCL18 were risk factors for poor prognosis in glottic carcinoma(P<0.05). For analysis the relationship between serum CCL2 and CCL18 expression and tumor recurrence or metastasis,it was found that when both CCL2 and CCL18 were highly expressed,the recurrence or metastasis rate was significantly higher than when both CCL2 and CCL18 were lowly expressed,CCL2 was lowly expressed and CCL18 was highly expressed,and CCL2 was highly expressed and CCL18 was lowly expressed,and the differences were statistically significant(x2=10.450,P=0.015). CONCLUSION The high expression of serum CCL2 and CCL18 in patients with glottic carcinoma is significantly correlated with T stage,N stage,tumor low differentiation,and poor prognosis.
9.Drug resistance and molecular network analysis of antiretroviral therapy failure in HIVAIDS patients aged 50 years and above in Zhaotong City, Yunnan Province
WU Zhixing ; LIU Jiafa ; ZHANG Mi
China Tropical Medicine 2024;24(5):542-
Abstract: Objective To understand the characteristics of drug resistance and molecular transmission network of HIV/AIDS patients aged 50 years and above in Zhaotong City, Yunnan Province, from 2020 to 2022, who have failed antiretroviral therapy (plasma viral load≥1 000 copies/mL). Methods The demographic data of HIV/AIDS patients aged 50 years and above with failed antiviral therapy in Zhaotong City from 2020 to 2022 were collected through the antiviral therapy database of Yunnan Province. The plasma of the patients was collected, and the HIV pol gene protease and reverse transcriptase regions were amplified by reverse transcriptase chain reaction, the fragments were spliced using ContigExpress, the sequences were determined, and drug resistance mutations were analyzed using the HIVdb database of Stanford University. Pairwise genetic distances between sequences were calculated using the HyPhy 2.2.4 software with the TN93 model, and a threshold of 1.7% was used to construct the HIV molecular network. Cytoscape 3.7.0 was used to visualize the network. Results A total of 480 HIV/AIDS cases were included, with 417 positive amplifications of plasma samples. Among these, 196 cases were drug-resistant, resulting in a total drug resistance rate of 47.0%. The highest resistance rate was observed in NNRTIs at 45.6% (190/417), followed by NRTIs at 14.4% (60/417), and PIs at a lower rate of 0.2% (1/417). In NNRTIs resistance mutation sites, K103N/E/S mutation sites were dominant, with a mutation rate of 33.3% (139/417). Among the NRTIs resistance mutation sites, M184V/I mutation site was the main one, with a mutation rate of 13.9% (58/417). The mutation rate of PIs resistance sites was relatively lower, at 0.2% (1/417). Through the construction of the molecular transmission network, 88 patients entered the molecular transmission network, with an access rate of 21.1%, forming 21 transmission clusters, among which CRF01_AE formed a large cluster including 37 individuals. Conclusions Compared with studies in other regions of Yunnan Province, the drug resistance rate among the elderly population with antiretroviral therapy failure in this study in Zhaotong City has decreased, and URFs have become the main subtype, suggesting that the transmission relationships among the elderly in Zhaotong City are gradually complicated. Through the construction of a molecular network, it is suggested that CRF01_AE and married or partnered males have the highest network access rate. Interventions should be strengthened among key populations, and diversified efforts in HIV/AIDS prevention and treatment for the elderly should be developed.
10.Association between smoking and ankylosing spondylitis: a Mendelian randomization study
Hong YANG ; Wei LIU ; Peiyang LUO ; Jie SONG ; Yuqing JIANG ; Zhixing HE ; Ding YE ; Yingying MAO
Journal of Preventive Medicine 2023;35(1):1-5
Objective:
To evaluate the association of smoking with the risk of ankylosing spondylitis (AS) using a Mendelian randomization (MR) approach.
Methods:
A total of 16 383 186 AS-associated single nucleotide polymorphisms (SNPs), 378 smoking initiation associated SNPs and 126 lifetime smoking score-associated SNPs were collected from three large-scale genome-wide association studies (GWAS). The association of smoking phenotypes with the risk of AS was examined using inverse-variance weighted (IVW) with AS as a outcome variable, smoking initiation and lifetime smoking score as exposure factors and SNPs with strong associations with smoking as instrumental variables, and sensitivity analyses were performed with maximum likelihood-based method, MR pleiotropy residual sum and outlier (MR-PRESSO) test and MR-Egger regression analysis.
Results:
A 33.5% increased risk of AS was found among genetically predicted smokers relative to non-smokers (OR=1.335, 95%CI: 1.059-1.682), and an increase in predicted lifetime smoking by per standard deviation resulted in a 101.4% increased risk of AS (OR=2.014, 95%CI: 1.341-3.024). The maximum likelihood-based method and MR-PRESSO test showed consistent correlated effect estimations and MR-Egger regression analysis identified no evidence of pleiotropy.
Conclusion
It is genetically predicted that smoking is associated with an increased risk of AS.


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