1.Risk prediction models of dangerous behaviors among patients with severe mental disorder in community
Xuanyi HU ; Min XIE ; Siyi LIU ; Yulu WU ; Xiangrui WU ; Yuanyuan LIU ; Changjiu HE ; Guangzhi DAI ; Qiang WANG
Sichuan Mental Health 2024;37(1):39-45
BackgroundThe occurrence rate of dangerous behaviors in patients with severe mental disorders is higher than that of the general population. In China, there is limited research on the prediction of dangerous behaviors in community-dwelling patients with severe mental disorders, particularly in terms of predicting models using data mining techniques other than traditional methods. ObjectiveTo explore the influencing factors of dangerous behaviors in community-dwelling patients with severe mental disorders and testing whether the classification decision tree model is superior to the Logistic regression model. MethodsA total of 11 484 community-dwelling patients with severe mental disorders who had complete follow-up records from 2013 to 2022 were selected on December 2023. The data were divided into a training set (n=9 186) and a testing set (n=2 298) in an 8∶2 ratio. Logistic regression and classification decision trees were separately used to establish predictive models in the training set. Model discrimination and calibration were evaluated in the testing set. ResultsDuring the follow-up period, 1 115 cases (9.71%) exhibited dangerous behaviors. Logistic regression results showed that urban residence, poverty, guardianship, intellectual disability, history of dangerous behaviors, impaired insight and positive symptoms were risk factors for dangerous behaviors (OR=1.778, 1.459, 2.719, 1.483, 3.890, 1.423, 2.528, 2.124, P<0.01). Being aged ≥60 years, educated, not requiring prescribed medication and having normal social functioning were protective factors for dangerous behaviors (OR=0.594, 0.824, 0.422, 0.719, P<0.05 or 0.01). The predictive effect in the testing set showed an area under curve (AUC) of 0.729 (95% CI: 0.692~0.766), accuracy of 70.97%, sensitivity of 59.71%, and specificity of 72.05%. The classification decision tree results showed that past dangerous situations, positive symptoms, overall social functioning score, economic status, insight, household registration, disability status and age were the influencing factors for dangerous behaviors. The predictive effect in the testing set showed an AUC of 0.721 (95% CI: 0.705~0.737), accuracy of 68.28%, sensitivity of 64.46%, and specificity of 68.60%. ConclusionThe classification decision tree does not have a greater advantage over the logistic regression model in predicting the risk of dangerous behaviors in patients with severe mental disorders in the community. [Funded by Chengdu Medical Research Project (number, 2020052)]
2.Effects of bacterial lysates on immune function in elderly mice with pulmonary fibrosis
Li QIAN ; Ziyue SUN ; Xiangrui GUO ; Dan LI ; Xuejun LIU ; Yongkang HAN ; Yufeng DU
Chinese Journal of Geriatrics 2024;43(2):209-215
Objective:To investigate the correlation between immune function and age-related pulmonary fibrosis, as well as the potential impact of bacterial lysates on this condition.Methods:Twenty-four healthy male C57BL/6 mice, aged 24, were randomly divided into three groups: a control group(Group N), a pulmonary fibrosis group(Group M), and a pulmonary fibrosis+ bacterial lysis product intervention group(Group P). Mice in Groups M and P were intratracheally injected with bleomycin(5 mg/kg)to induce a mouse pulmonary fibrosis model, while mice in Group N were injected with saline.After modeling, mice in Group P were orally administered 0.4 ml of a bacterial lysis product once a day.After 28 days, lung tissue and blood samples were collected for analysis.Pathological changes in lung tissue were assessed using hematoxylin and tosin staining(HE)and Masson staining and the Ashcroft score.The expression of CD4+ and CD8+ in lung tissue was evaluated using immunohistochemistry.The levels of serum interferon-γ(INF-γ), interleukin-3(IL-13), and immunoglobulin A(IgA)protein were measured using Enzyme-linked Immuno Sorbent Assay(ELISA). The levels of INF-γ and IL-13 mRNA in lung tissue were determined using Real-Time Quantitative Transcription PCR(RT-qPCR). Additionally, the protein expression levels of matrix metalloprotein-9(MMP-9)and tissue inhibitor of metalloproteincise 1(TIMP-1)in lung tissue were assessed using blot analysis.Results:The degree of lung fibrosis was significantly reduced in mice in group P compared with group M when treated with bacterial lysis products.Group M showed a significant decrease in the expression of CD4+ T cells and an increase in the expression of CD8+ T cells( P<0.05)compared to group N. Additionally, the content of IgA was decreased( P<0.05)in group M. On the other hand, group P showed a significant increase in the expression of CD4+ T cells and a decrease in the expression of CD8+ T cells( P<0.05)compared to group M. Furthermore, the content of IgA was elevated( P<0.05)in group P. After bacterial lysis product intervention, mRNA and protein expression levels of IFN-γ were elevated( P<0.05), while mRNA and protein expression levels of IL-13 were reduced( P<0.05). Moreover, protein expression of MMP-9 and TIMP-1 was significantly up-regulated in group M compared with group N( P<0.05), and decreased after bacterial lysis product intervention( P<0.05). Conclusions:It is well-known that immune mechanisms play a crucial role in the development of pulmonary fibrosis.The use of bacterial lysates has been found to effectively regulate immune balance and mitigate the severity of pulmonary fibrosis in elderly mice.
3.Correlation analysis of microorganisms in subgingival plaque in patients with T2DM and periodontitis
Minglu JIANG ; Zhiwei FAN ; Chunxia LIU ; Xiangrui MA ; Wenlong WANG ; Caiyun CUI ; Jing WANG
Journal of Practical Stomatology 2024;40(6):840-848
Objective:To study the role of special microbial communities in the development of periodontitis in type 2 diabetes melli-tus(T2DM)patients.Methods:40 subjects aged 20-70 years were included and divided into 3 groups:moderate to severe periodon-titis with T2DM(SP.T2DM,n=15),moderate to severe periodontitis group(SP,n=15)and normal healthy group(N,n=10).The basic information,periodontal clinical indicators and blood sugar of the subjects were recorded.Subgingival plaque samples were col-lected,DNA samples of the plaque were extracted,and sequenced by Illumina NovaSeq6000 platform.The microbial diversity,eco-logical characteristics and functions of the plaque were analyzed by Uparse,SPSS and other softwares.Results:481 species in 22 phyla,30 classes,73 orders,129 families and 265 genera were obtained from the samples.Beta polymorphism analysis showed that the species composition of CP.T2DM group and CP group was similar.Alpha polymorphism analysis showed that the species richness and evenness in CP.T2DM group and CP group were higher than those in N group(P<0.01).Venn diagram analysis showed that the species richness of the plaque in CP.T2DM group was the highest,followed by CP group and the lowest in N group.At the genus lev-el,Klebsiella and Bifidobacterium in CP.T2DM group were larger than those in CP group and N group(P<0.05),and between group CP and N,P>0.05.At the species level,the Capnocytophaga leadbetteri in CP.T2DM group was higher than that in CP group and N group(P<0.05),between group CP and N,P>0.05;There were some differences in the microbial community structure of subgingival plaque among the 3 groups.The species richness of subgingival flora in patients with CP and T2DM was higher than that in patients with CP and healthy people.Conclusion:The increase of Klebsiella,Bifidobacterium and Capnocytophaga leadbetter in subgingival flora of patients with moderate and severe periodontitis may be related to the development of T2DM.
4.Effect of fibrinogen on the progression of coronary plaque stenosis rate in patients with type 2 diabetes mellitus
Zhijie JIAN ; Xiangrui QIAO ; Haibo LI ; Guolin YAO ; Huafeng GUO ; Hui LIU ; Yue WU ; Jian YANG ; Lele CHENG
Chinese Journal of Arteriosclerosis 2024;32(5):410-414
Aim To investigate the relationship between fibrinogen(FIB)and the progression of coronary plaque stenosis rate in patients with type 2 diabetes mellitus(T2DM).Methods Hospitalized T2DM patients who underwent two or more coronary CT angiography(CCTA)examinations in the First Affiliated Hospital of Xi'an Jiaotong U-niversity from January 2015 to December 2020 were included.The subjects were divided into high FIB and low FIB groups according to the median of FIB.The differences in the progression of coronary plaque stenosis rate and other clini-cal characteristics were compared between the two groups,and the relationship between FIB level and the progression of coronary plaque stenosis rate was analyzed by Spearman's correlation analysis and Logistic regression.Results A total of 145 patients were included,73 in the high FIB group and 72 in the low FIB group at baseline,with a median follow-up time of 25(18,40)months between CCTA.The age,proportion of women,and the progression of coronary plaque ste-nosis rate were higher in the high FIB group than those in the low FIB group,and the differences were statistically signifi-cant(P<0.05).FIB level was positively correlated with the change in coronary plaque stenosis rate(r2=0.308,P<0.001).Multivariate Logistic regression analysis showed that FIB level was a risk factor for the progression of coronary plaque stenosis rate in patients with T2DM(OR=5.25,95%CI:1.97~14.02,P<0.001),after adjusting for age,sex and other clinical risk factors.Conclusion High baseline FIB level is an independent risk factor for the progression of coronary plaque stenosis rate in patients with T2DM,and monitoring FIB level is beneficial to cardiovascular risk stratifica-tion in patients with T2DM.
5.Advances in modification and delivery of nucleic acid drugs.
Junfeng WANG ; Manman TAN ; Ying WANG ; Xiangrui LIU ; Aifu LIN
Journal of Zhejiang University. Medical sciences 2023;52(4):417-428
Nucleic acid-based drugs, such as RNA and DNA drugs, exert their effects at the genetic level. Currently, widely utilized nucleic acid-based drugs include nucleic acid aptamers, antisense oligonucleotides, mRNA, miRNA, siRNA and saRNA. However, these drugs frequently encounter challenges during clinical application, such as poor stability, weak targeting specificity, and difficulties in traversing physiological barriers. By employing chemical modifications of nucleic acid structures, it is possible to enhance the stability and targeting specificity of certain nucleic acid drugs within the body, thereby improving delivery efficiency and reducing immunogenicity. Moreover, utilizing nucleic acid drug carriers can facilitate the transportation of drugs to lesion sites, thereby aiding efficient intracellular escape and promoting drug efficacy within the body. Currently, commonly employed delivery carriers include virus vectors, lipid nanoparticles, polymer nanoparticles, inorganic nanoparticles, protein carriers and extracellular vesicles. Nevertheless, individual modifications or delivery carriers alone are insufficient to overcome numerous obstacles. The integration of nucleic acid chemical modifications with drug delivery systems holds promise for achieving enhanced therapeutic effects. However, this approach also presents increased technical complexity and clinical translation costs. Therefore, the development of nucleic acid drug carriers and nucleic acid chemical modifications that are both practical and simple, while maintaining high efficacy, low toxicity, and precise nucleic acid delivery, has become a prominent research focus in the field of nucleic acid drug development. This review comprehensively summarizes the advancements in nucleic acid-based drug modifica-tions and delivery systems. Additionally, strategies to enhance nucleic acid drug delivery efficiency are discussed, with the aim of providing valuable insights for the translational application of nucleic acid drugs.
Nucleic Acids
;
RNA, Small Interfering/genetics*
;
Drug Carriers
;
Drug Delivery Systems
;
Drug Development
6.Application of Self-assembled Nano-strategies of Traditional Chinese Medicine in Tumor Therapy: A Review
Ju HUANG ; Yu ZHU ; Hang XIAO ; Songtao LI ; Jingwen LIU ; Qiao ZHENG ; Xiangrui MENG ; Jianyuan TANG
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(24):185-193
Chinese medicine self-assembly nano-strategies(CSAN) is to utilize the self-assembly property of Chinese medicine components, so that the Chinese medicine components can self-assemble to form structurally stable nano-preparations through non-covalent interactions. The formation of Chinese medicine self-assembly nano-preparations is often a synergistic result of a variety of non-covalent interactions, and many Chinese medicine monomers are susceptible to self-assembly due to their structural characteristics, and the phenomenon of self-assembly of Chinese medicine is also common in the decoction of single or compound Chinese medicine, which has attracted the attention of researchers. It is found that CSAN can improve the solubility and bioavailability of active components in Chinese medicine, which is of positive significance for the development and application of insoluble components of Chinese medicine. The self-assembly phenomenon of Chinese medicine decoction is closely related to the therapeutic efficacy, and the study of self-assembly phenomenon of Chinese medicine will bring a new perspective for the explanation of the mechanism of Chinese medicine decoction. At the same time, traditional Chinese medicine(TCM) has unique advantages in the field of anti-tumor. The application of CSAN in the field of oncology can not only exert the anti-tumor effect of the active components of Chinese medicine directly, but also act as a natural nano-carrier to carry chemotherapy drugs for combination chemotherapy, improve the targeting of drugs, enhance the anti-tumor efficacy, and reduce the side effects of chemotherapy, which has excellent anti-tumor potential. The preparation method of Chinese medicine self-assembly nano-preparations is simple, low cost, and has better safety than traditional nano-preparations, which is conducive to the promotion of the clinical transformation of nano-preparations, and also helps to provide new strategies and perspectives for promoting the modernization of TCM. Therefore, based on a large number of researches in this field in recent years, this paper reviewed the formation mechanism, different assembly forms, formation conditions and stability of Chinese medicine self-assembly nano-preparations by searching databases such as China national knowledge infrastructure(CNKI), PubMed, WanFang data and VIP, and summarized the application of CSAN in different tumor therapies, providing a reference for further research on CSAN.
7.Multiplex gene editing and regulation techniques based on CRISPR/Cas system.
Xiangrui FAN ; Junyan WANG ; Liya LIANG ; Rongming LIU
Chinese Journal of Biotechnology 2023;39(6):2449-2464
The CRISPR/Cas systems comprising the clustered regularly interspaced short palindromic repeats (CRISPR) and its associated Cas protein is an acquired immune system unique to archaea or bacteria. Since its development as a gene editing tool, it has rapidly become a popular research direction in the field of synthetic biology due to its advantages of high efficiency, precision, and versatility. This technique has since revolutionized the research of many fields including life sciences, bioengineering technology, food science, and crop breeding. Currently, the single gene editing and regulation techniques based on CRISPR/Cas systems have been increasingly improved, but challenges still exist in the multiplex gene editing and regulation. This review focuses on the development and application of multiplex gene editing and regulation techniques based on the CRISPR/Cas systems, and summarizes the techniques for multiplex gene editing or regulation within a single cell or within a cell population. This includes the multiplex gene editing techniques developed based on the CRISPR/Cas systems with double-strand breaks; or with single-strand breaks; or with multiple gene regulation techniques, etc. These works have enriched the tools for the multiplex gene editing and regulation and contributed to the application of CRISPR/Cas systems in the multiple fields.
Gene Editing
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CRISPR-Cas Systems/genetics*
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Bacteria/genetics*
;
Archaea
;
Bioengineering
8.Macrophage-evading and tumor-specific apoptosis inducing nanoparticles for targeted cancer therapy.
Zimo LIU ; Xuefei ZHOU ; Qi LI ; Youqing SHEN ; Tianhua ZHOU ; Xiangrui LIU
Acta Pharmaceutica Sinica B 2023;13(1):327-343
Extended circulation of anticancer nanodrugs in blood stream is essential for their clinical applications. However, administered nanoparticles are rapidly sequestered and cleared by cells of the mononuclear phagocyte system (MPS). In this study, we developed a biomimetic nanosystem that is able to efficiently escape MPS and target tumor tissues. The fabricated nanoparticles (TM-CQ/NPs) were coated with fibroblast cell membrane expressing tumor necrosis factor (TNF)-related apoptosis inducing ligand (TRAIL). Coating with this functionalized membrane reduced the endocytosis of nanoparticles by macrophages, but increased the nanoparticle uptake in tumor cells. Importantly, this membrane coating specifically induced tumor cell apoptosis via the interaction of TRAIL and its cognate death receptors. Meanwhile, the encapsulated chloroquine (CQ) further suppressed the uptake of nanoparticles by macrophages, and synergized with TRAIL to induce tumor cell apoptosis. The vigorous antitumor efficacy in two mice tumor models confirmed our nanosystem was an effective approach to address the MPS challenge for cancer therapy. Together, our TM-CQ/NPs nanosystem provides a feasible approach to precisely target tumor tissues and improve anticancer efficacy.
9.Prevalence of antifolate drug resistance markers in Plasmodium vivax in China.
Fang HUANG ; Yanwen CUI ; He YAN ; Hui LIU ; Xiangrui GUO ; Guangze WANG ; Shuisen ZHOU ; Zhigui XIA
Frontiers of Medicine 2022;16(1):83-92
The dihydrofolate reductase (dhfr) and dihydropteroate synthetase (dhps) genes of Plasmodium vivax, as antifolate resistance-associated genes were used for drug resistance surveillance. A total of 375 P. vivax isolates collected from different geographical locations in China in 2009-2019 were used to sequence Pvdhfr and Pvdhps. The majority of the isolates harbored a mutant type allele for Pvdhfr (94.5%) and Pvdhps (68.2%). The most predominant point mutations were S117T/N (77.7%) in Pvdhfr and A383G (66.8%) in Pvdhps. Amino acid changes were identified at nine residues in Pvdhfr. A quadruple-mutant haplotype at 57, 58, 61, and 117 was the most frequent (57.4%) among 16 distinct Pvdhfr haplotypes. Mutations in Pvdhps were detected at six codons, and the double-mutant A383G/A553G was the most prevalent (39.3%). Pvdhfr exhibited a higher mutation prevalence and greater diversity than Pvdhps in China. Most isolates from Yunnan carried multiple mutant haplotypes, while the majority of samples from temperate regions and Hainan Island harbored the wild type or single mutant type. This study indicated that the antifolate resistance levels of P. vivax parasites were different across China and molecular markers could be used to rapidly monitor drug resistance. Results provided evidence for updating national drug policy and treatment guidelines.
Antimalarials/pharmacology*
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China/epidemiology*
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Drug Combinations
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Drug Resistance/genetics*
;
Folic Acid Antagonists/pharmacology*
;
Humans
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Mutation
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Plasmodium vivax/genetics*
;
Prevalence
10.The role of DDX5 RNA helicases on cancer progression and development
Guoqi LIU ; Yumei HUANG ; Jiaojiao SONG ; Wenlong WANG ; Xiangrui MA ; Chenglong YU ; Jinhua ZUO
Journal of Chinese Physician 2022;24(12):1909-1912
DDX5 helicase (DEAD box helicases 5), also known as P68, is an important member of an ATP dependent RNA helicase.Studies have shown that DDX5 is abnormally expressed in a variety of cancers, targeting a variety of tumor related signal pathways, regulating upstream and downstream factors to affect the occurrence, invasion and migration of tumor cells. This article describes the biological role of DDX5 in malignant tumors and provides prospects for targeted treatment of tumors.

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