1.Biosensor analysis technology and its research progress in drug development of Alzheimer's disease
Shu-qi SHEN ; Jia-hao FANG ; Hui WANG ; Liang CHAO ; Piao-xue YOU ; Zhan-ying HONG
Acta Pharmaceutica Sinica 2024;59(3):554-564
Biosensor analysis technology is a kind of technology with high specificity that can convert biological reactions into optical and electrical signals. In the development of drugs for Alzheimer's disease (AD), according to different disease hypotheses and targets, this technology plays an important role in confirming targets and screening active compounds. This paper briefly describes the pathogenesis of AD and the current situation of therapeutic drugs, introduces three biosensor analysis techniques commonly used in the discovery of AD drugs, such as surface plasmon resonance (SPR), biolayer interferometry (BLI) and fluorescence analysis technology, explains its basic principle and application progress, and summarizes their advantages and limitations respectively.
2.Study on the role of NR1H4 in chronic atrophic gastritis and drug prediction based on bioinformatics
Xiaoting PENG ; Wensu WANG ; Diancheng HE ; Yamei ZHAN ; Shaowei YOU
China Modern Doctor 2024;62(4):5-10,23
Objective To explore the differential gene expression profile and small molecule drugs for chronic atrophic gastritis(CAG)by bioinformatics technology.Methods Two gene expression samples of CAG chips(GSE27411,GSE116312)were obtained through the Gene Expression Synthesis(GEO)database,screen the differentially expressed genes(DEGs)of CAG by R language,and CAG immune-related genes were obtained for gene ontology(GO)and Kyoto Encyclopedia of Genes and Genomes(KEGG)analysis.Protein-protein interaction(PPI)network was constructed using STRING database to screen out core genes,further study on immune invasion of core genes based on GSE27411 dataset,small molecular compounds interacting with core genes were predicted,molecular docking was carried out by MOE2022,and survival analysis was carried out by GEPIA2 website.Results A total of 517 DEGs were screened out based on GEO database.GO function enrichment analysis found that it mainly involved in granulocyte chemotaxis、leukocyte chemotaxis and neutrophil chemotaxis biological processes.KEGG pathway enrichment analysis showed that it mainly involved in cytokine-cytokine receptor interaction、nuclear factor kappa B signaling pathway、interleukin-17 signaling pathway.Six key genes of NR1H4、CCK、CCL20、CXCL1、LCN2、SAA1 were obtained by PPI network,through relevant verification,NR1H4 was regarded as the core gene.Immune cell infiltration analysis showed that central memory CD8 T cell、effector memeory CD4 T cell、gamma delta T cell、natural killer T cell、neutrophil and other immune cells may be involved in the development of CAG,and the neutrophil was positively correlated with NR1H4.It was predicted that six small molecular drugs,corilagin,stigmasterol,geniposide,tangeretin,chenodeoxycholic acid and epigallocatechin 3-gallate,have good binding force with NR1H4.Conclusion The potential mechanism of CAG is preliminarily explored in this study,the key gene of NR1H4 and neutrophil may play an important role in the"inflammatory cancer transformation"process of CAG,which can provide a certain reference for the study of the"inflammatory cancer transformation"mechanism of CAG.
3.Th17/Treg balance and macrophage polarization ratio in lower extremity arteriosclerosis obliterans
Zhen-Zhen Li ; Min Liu ; Xiong-Hui He ; Zhen-Dong Liu ; Zhan-Xiang Xiao ; Hao Qian ; You-Fei Qi ; Cun-Chuan Wang
Asian Pacific Journal of Tropical Biomedicine 2024;14(3):127-136
Objective: To explore the balance of peripheral blood T helper 17 cells/regulatory T cell (Th17/Treg) ratio and the polarization ratio of M1 and M2 macrophages in lower extremity arteriosclerosis obliterans (ASO). Methods: A rat model of lower extremity ASO was established, and blood samples from patients with lower extremity ASO before and after surgery were obtained. ELISA was used to detect interleukin 6 (IL-6), IL-10, and IL-17. Real-time RCR and Western blot analyses were used to detect Foxp3, IL-6, IL-10, and IL-17 expression. Moreover, flow cytometry was applied to detect the Th17/Treg ratio and M1/M2 ratio. Results: Compared with the control group, the iliac artery wall of ASO rats showed significant hyperplasia, and the concentrations of cholesterol and triglyceride were significantly increased (P<0.01), indicating the successful establishment of ASO. Moreover, the levels of IL-6 and IL-17 in ASO rats were pronouncedly increased (P<0.05), while the IL-10 level was significantly decreased (P<0.05). In addition to increased IL-6 and IL-17 levels, the mRNA and protein levels of Foxp3 and IL-10 in ASO rats were significantly decreased compared with the control group. The Th17/Treg and M1/M2 ratios in the ASO group were markedly increased (P<0.05). These alternations were also observed in ASO patients. After endovascular surgery (such as percutaneous transluminal angioplasty and arterial stenting), all these changes were significantly improved (P<0.05). Conclusions: The Th17/Treg and M1/M2 ratios were significantly increased in ASO, and surgery can effectively improve the balance of Th17/Treg, and reduce the ratio of M1/M2, and the expression of inflammatory factors.
4.Advances in the construction of models and applications of Alzheimer's disease based on microfluidic chips
Piao-xue YOU ; Lan CHEN ; Shu-qi SHEN ; Liang CHAO ; Hui WANG ; Zhan-ying HONG
Acta Pharmaceutica Sinica 2024;59(6):1569-1581
Alzheimer's disease (AD) is a progressive neurodegenerative disease associated with dysfunctions related to thinking, learning, and memory of the brain. AD has multiple pathological characteristics with complicated causes, constructing a suitable pathological model is crucial for the research of AD. Microfluidic chip technology integrates multiple functional units on a chip, which can realize microenvironmental control similar to the physiological environment. It is well applied in the construction of pathological model, early diagnosis as well as drug screening of AD. This paper focuses on the construction of AD microfluidic chips model from the perspective of cell type, culture formats and the chips structure as well as the research progress of microfluidic chips in AD application based on the pathological characteristics of AD, which will provide a reference for further elucidation of AD mechanism and drug development.
5.Clinical characteristics of 267 children with eosinophilic gastrointestinal disease:a multicenter study
Chun-Lei ZHAN ; Jie-Yu YOU ; Xiao-Qin LI ; Yong WANG ; Xian-Qin MEI ; Sheng-Hua WAN
Chinese Journal of Contemporary Pediatrics 2024;26(2):139-144
Objective To explore the clinical manifestations,endoscopic findings,histopathological changes,treatment,and prognosis of eosinophilic gastrointestinal disease(EGID)in children,with the aim of enhancing awareness among pediatricians about this condition.Methods Data of 267 children with EGID were prospectively collected from January 2019 to July 2022 at Jiangxi Children's Hospital,Hunan Children's Hospital,and Henan Children's Hospital.The age of onset,symptoms,physical signs,laboratory examination results,endoscopic findings,histopathological changes,and treatment outcomes were observed.Results Among the 267 children with EGID,the majority had mild(164 cases,61.4% )or moderate(96 cases,35.6% )clinical severity.The disease occurred at any age,with a higher prevalence observed in school-age children(178 cases).The main symptoms in infants were vomiting and hematemesis,while in toddlers,vomiting and bloody stools were prominent.Abdominal pain and vomiting were the primary symptoms in preschool and school-age children.Nearly half(49.4% )of the affected children showed elevated platelet counts on hematological examination,but there was no significant difference in platelet counts among children with mild,moderate,and severe EGID(P>0.05).Endoscopic findings in EGID children did not reveal significant specificity,and histopathological examination showed no specific structural damage.Among them,85.0% (227 cases)received acid suppression therapy,34.5% (92 cases)practiced dietary avoidance,20.9% (56 cases)received anti-allergic medication,and a small proportion(24 cases,9.0% )were treated with prednisone.Clinical symptoms were relieved in all patients after treatment,but three cases with peptic ulcers experienced recurrence after drug discontinuation.Conclusions Mild and moderate EGID are more common in children,with no specific endoscopic findings.Dietary avoidance,acid suppression therapy,and anti-allergic medication are the main treatment methods.The prognosis of EGID is generally favorable in children.[Chinese Journal of Contemporary Pediatrics,2024,26(2):139-144]
6.Systematic review and Meta-analysis of Gusongbao preparation in treatment of primary osteoporosis.
Jie-Hang LU ; Zheng-Yan LI ; Guo-Qing DU ; Jun ZHANG ; Yu-Peng WANG ; Jin-Yu SHI ; You-Zhi LIAN ; Fu-Wei PAN ; Zhen-Lin ZHANG ; Hong-Sheng ZHAN
China Journal of Chinese Materia Medica 2023;48(11):3086-3096
This study aims to provide evidence for clinical practice by systematically reviewing the efficacy and safety of Gusongbao preparation in the treatment of primary osteoporosis(POP). The relevant papers were retrieved from four Chinese academic journal databases and four English academic journal databases(from inception to May 31, 2022). The randomized controlled trial(RCT) of Gusongbao preparation in the treatment of POP was included after screening according to the inclusion and exclusion criteria. The quality of articles was evaluated using risk assessment tools, and the extracted data were subjected to Meta-analysis in RevMan 5.3. A total of 657 articles were retrieved, in which 15 articles were included in this study, which involved 16 RCTs. A total of 3 292 patients(1 071 in the observation group and 2 221 in the control group) were included in this study. In the treatment of POP, Gusongbao preparation+conventional treatment was superior to conventional treatment alone in terms of increasing lumbar spine(L2-L4) bone mineral density(MD=0.03, 95%CI[0.02, 0.04], P<0.000 01) and femoral neck bone mineral density, reducing low back pain(MD=-1.69, 95%CI[-2.46,-0.92], P<0.000 1) and improving clinical efficacy(RR=1.36, 95%CI[1.21, 1.53], P<0.000 01). Gusongbao preparation was comparable to similar Chinese patent medicines in terms of improving clinical efficacy(RR=0.95, 95%CI[0.86, 1.04], P=0.23). Gusongbao preparation was inferior to similar Chinese patent medicines in reducing traditional Chinese medicine syndrome scores(MD=1.08, 95%CI[0.44, 1.71], P=0.000 9) and improving Chinese medicine syndrome efficacy(RR=0.89, 95%CI[0.83, 0.95], P=0.000 4). The incidence of adverse reactions of Gusongbao preparation alone or combined with conventio-nal treatment was comparable to that of similar Chinese patent medicines(RR=0.98, 95%CI[0.57, 1.69], P=0.94) or conventio-nal treatment(RR=0.73, 95%CI[0.38, 1.42], P=0.35), and the adverse reactions were mainly gastrointestinal discomforts. According to the available data, Gusongbao preparation combined with conventional treatment is more effective than conventional treatment alone in increasing lumbar spine(L2-L4) bone mineral density and femoral neck bone mineral density, reducing low back pain, and improving clinical efficacy. The adverse reactions of Gusongbao preparation were mainly gastrointestinal discomforts, which were mild.
Humans
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Bone Density
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Low Back Pain
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Medicine, Chinese Traditional
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Osteoporosis/drug therapy*
7.Effects of three-dimensional bioprinting antibacterial hydrogel on full-thickness skin defect wounds in rats.
Rong Hua JIN ; Zhen Zhen ZHANG ; Peng Qin XU ; Si Zhan XIA ; Ting Ting WENG ; Zhi Kang ZHU ; Xin Gang WANG ; Chuan Gang YOU ; Chun Mao HAN
Chinese Journal of Burns 2023;39(2):165-174
Objective: To explore the effects of three-dimensional (3D) bioprinting gelatin methacrylamide (GelMA) hydrogel loaded with nano silver on full-thickness skin defect wounds in rats. Methods: The experimental research method was adopted. The morphology, particle diameter, and distribution of silver nanoparticles in nano silver solution with different mass concentrations and the pore structure of silver-containing GelMA hydrogel with different final mass fractions of GelMA were observed by scanning electron microscope and the pore size was calculated. On treatment day 1, 3, 7, and 14, the concentration of nano silver released from the hydrogel containing GelMA with final mass fraction of 15% and nano silver with final mass concentration of 10 mg/L was detected by mass spectrometer. At 24 h of culture, the diameters of inhibition zone of GelMA hydrogel containing final mass concentration of 0 (no nano silver), 25, 50, and 100 mg/L nano silver against Staphylococcus aureus and Escherichia coli were detected. Fibroblasts (Fbs) and adipose stem cells (ASCs) were isolated respectively by enzymatic digestion using the discarded prepuce after circumcision from a 5-year-old healthy boy who was treated in the Department of Urology of the Second Affiliated Hospital of Zhejiang University School of Medicine in July 2020, and the discarded fat tissue after liposuction from a 23-year-old healthy woman who was treated in the Department of Plastic Surgery of the Hospital in July 2020. The Fbs were divided into blank control group (culture medium only), 2 mg/L nano sliver group, 5 mg/L nano sliver group, 10 mg/L nano sliver group, 25 mg/L nano sliver group, and 50 mg/L nano sliver group, which were added with the corresponding final mass concentrations of nano sliver solution, respectively. At 48 h of culture, the Fb proliferation viability was detected by cell counting kit 8 method. The Fbs were divided into 0 mg/L silver-containing GelMA hydrogel group, 10 mg/L silver-containing GelMA hydrogel group, 50 mg/L silver-containing GelMA hydrogel group, and 100 mg/L silver-containing GelMA hydrogel group and then were correspondingly treated. On culture day 1, 3, and 7, the Fb proliferation viability was detected as before. The ASCs were mixed into GelMA hydrogel and divided into 3D bioprinting group and non-printing group. On culture day 1, 3, and 7, the ASC proliferation viability was detected as before and cell growth was observed by live/dead cell fluorescence staining. The sample numbers in the above experiments were all 3. Four full-thickness skin defect wounds were produced on the back of 18 male Sprague-Dawley rats aged 4 to 6 weeks. The wounds were divided into hydrogel alone group, hydrogel/nano sliver group, hydrogel scaffold/nano sliver group, and hydrogel scaffold/nano sliver/ASC group, and transplanted with the corresponding scaffolds, respectively. On post injury day (PID) 4, 7, 14, and 21, the wound healing was observed and the wound healing rate was calculated (n=6). On PID 7 and 14, histopathological changes of wounds were observed by hematoxylin eosin staining (n=6). On PID 21, collagen deposition of wounds was observed by Masson staining (n=3). Data were statistically analyzed with one-way analysis of variance, analysis of variance for repeated measurement, Bonferroni correction, and independent sample t test. Results: The sliver nano particles in nano silver solution with different mass concentrations were all round, in scattered distribution and uniform in size. The silver-containing GelMA hydrogels with different final mass fractions of GelMA all showed pore structures of different sizes and interconnections. The pore size of silver-containing GelMA hydrogel with 10% final mass fraction was significantly larger than that of silver-containing GelMA hydrogels with 15% and 20% final mass fractions (with P values both below 0.05). On treatment day 1, 3, and 7, the concentration of nano silver released from silver-containing GelMA hydrogel in vitro showed a relatively flat trend. On treatment day 14, the concentration of released nano silver in vitro increased rapidly. At 24 h of culture, the diameters of inhibition zone of GelMA hydrogel containing 0, 25, 50, and 100 mg/L nano silver against Staphylococcus aureus and Escherichia coli were 0, 0, 0.7, and 2.1 mm and 0, 1.4, 3.2, and 3.3 mm, respectively. At 48 h of culture, the proliferation activity of Fbs in 2 mg/L nano silver group and 5 mg/L nano silver group was both significantly higher than that in blank control group (P<0.05), and the proliferation activity of Fbs in 10 mg/L nano silver group, 25 mg/L nano silver group, and 50 mg/L nano silver group was all significantly lower than that in blank control group (P<0.05). Compared with the that of Fbs in 0 mg/L silver-containing GelMA hydrogel group, the proliferation activity of Fbs in 50 mg/L silver-containing GelMA hydrogel group and 100 mg/L silver-containing GelMA hydrogel group was all significantly decreased on culture day 1 (P<0.05); the proliferation activity of Fbs in 50 mg/L silver-containing GelMA hydrogel group was significantly increased (P<0.05), while the proliferation activity of Fbs in 100 mg/L silver-containing GelMA hydrogel group was significantly decreased on culture day 3 (P<0.05); the proliferation activity of Fbs in 100 mg/L silver-containing GelMA hydrogel group was significantly decreased on culture day 7 (P<0.05). The proliferation activity of ASCs in 3D bioprinting group show no statistically significant differences to that in non-printing group on culture day 1 (P>0.05). The proliferation activity of ASCs in 3D bioprinting group was significantly higher than that in non-printing group on culture day 3 and 7 (with t values of 21.50 and 12.95, respectively, P<0.05). On culture day 1, the number of dead ASCs in 3D bioprinting group was slightly more than that in non-printing group. On culture day 3 and 5, the majority of ASCs in 3D bioprinting group and non-printing group were living cells. On PID 4, the wounds of rats in hydrogel alone group and hydrogel/nano sliver group had more exudation, and the wounds of rats in hydrogel scaffold/nano sliver group and hydrogel scaffold/nano sliver/ASC group were dry without obvious signs of infection. On PID 7, there was still a small amount of exudation on the wounds of rats in hydrogel alone group and hydrogel/nano sliver group, while the wounds of rats in hydrogel scaffold/nano sliver group and hydrogel scaffold/nano sliver/ASC group were dry and scabbed. On PID 14, the hydrogels on the wound surface of rats in the four groups all fell off. On PID 21, a small area of wounds remained unhealed in hydrogel alone group. On PID 4 and 7, the wound healing rates of rats in hydrogel scaffold/nano sliver/ASC group were significantly higher than those of the other three groups (P<0.05). On PID 14, the wound healing rate of rats in hydrogel scaffold/nano sliver/ASC group was significantly higher than the wound healing rates in hydrogel alone group and hydrogel/nano sliver group (all P<0.05). On PID 21, the wound healing rate of rats in hydrogel alone group was significantly lower than that in hydrogel scaffold/nano sliver/ASC group (P<0.05). On PID 7, the hydrogels on the wound surface of rats in the four groups remained in place; on PID 14, the hydrogel in hydrogel alone group was separated from the wounds of rats, while some hydrogels still existed in the new tissue of the wounds of rats in the other three groups. On PID 21, the collagen arrangement in the wounds of rats in hydrogel alone group was out of order, while the collagen arrangement in the wounds of rats in hydrogel/nano sliver group, and hydrogel scaffold/nano sliver/ASC group was relatively orderly. Conclusions: Silver-containing GelMA hydrogel has good biocompatibility and antibacterial properties. Its three-dimensional bioprinted double-layer structure can better integrate with new formed tissue in the full-thickness skin defect wounds in rats and promote wound healing.
Male
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Rats
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Animals
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Humans
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Hydrogels/pharmacology*
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Bioprinting
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Metal Nanoparticles
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Rats, Sprague-Dawley
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Silver/pharmacology*
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Soft Tissue Injuries
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Anti-Bacterial Agents
8.Mechanism of Weiwei Tongtiao Decoction Against Chronic Atrophic Gastritis in Rats: Based on NF-κB Signaling Pathway
Shaowei YOU ; Xu YI ; Qi ZHAO ; Wensu WANG ; Ling YANG ; Diancheng HE ; Pingzhen TONG ; Xueyong WANG ; Yamei ZHAN
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(2):88-97
ObjectiveTo explore the effect of Weiwei Tongtiao decoction (WTD) on chronic atrophic gastritis (CAG) rats and the underlying mechanism. MethodA total of 90 SD rats were randomized into normal control group, model group, high-dose, medium-dose, and low-dose WTD groups (18, 9, 4.5 g·kg-1·d-1 WTD, respectively, ig), and weifuchun control group (0.45 g·kg-1·d-1 weifuchun aqueous solution, ig), with 15 rats in each group. The N-methyl-N'-nitro-N-nitrosoguanidine (MNNG) was employed to induced CAG in rats. After the modeling (identified by histopathological examination), the administration began and lasted 12 weeks. Then, gastric mucosa tissues of the rats were collected and stained with hematoxylin and eosin (HE), and the pathological changes of gastric mucosa were observed under the optical microscope. Real-time PCR, immunohistochemistry (IHC), and Western blotting were applied to examine the mRNA and protein expression of indexes in nuclear factor kappa-B (NF-κB) signaling pathway in the gastric mucosa of rats. ResultCAG rats showed irregular arrangement and morphology of the inherent glands in gastric mucosa and the glands decreased or disappeared. In addition, inflammatory cell infiltration was observed in the lamina propria of CAG rats, and about 48.4% presented intestinal metaplasia. WTD significantly alleviated the reduction of the glands and intestinal metaplasia in a dose-dependent manner. Compared with the normal control group, the model group demonstrated increase in the mRNA expression of cyclooxygenase-2 (COX-2), NF-κB p65, interleukin (IL)-1α, IL-1β, IL-10, IL-8α, and IL-8β, and protein expression of COX-2, NF-κB p65, and IL-10 (P<0.01). WTD and weifuchun lowered the mRNA expression of COX-2, NF-κB p65, IL-1α, IL-1β, IL-10, IL-8α, and IL-8β, and the protein expression of COX-2, NF-κB p65, and IL-10 in gastric mucosa of CAG rats (P<0.01). The expression of the above indexes after the intervention with high-dose WTD was close to that of the normal control group. ConclusionWTD can improve or even reverse the diseased gastric mucosa of CAG rats, and the mechanism is the likelihood that WTD down-regulates the mRNA and protein expression of the indexes in NF-κB signaling pathway in gastric mucosa of CAG rats.
9.Transformation of Chronic Atrophic Gastritis into Gastric Cancer and Prevention and Treatment: Based on Spleen Deficiency and Pathogen Stagnation
Shaowei YOU ; Yamei ZHAN ; Wensu WANG ; Diancheng HE ; Xingzhu PENG ; Xueyong WANG
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(21):188-195
Gastric ''inflammation-cancer'' transformation stars from inflammation and ends as gastric cancer (GC), and the pathogenesis is still unclear. In China, GC features high morbidity and mortality and poor prognosis, influencing the quality of life and physical and mental health of patients. Therefore, it is of great significance to construct the prevention and treatment system for GC. Chronic atrophic gastritis (CAG) plays a key role in the occurrence, development, and outcome of gastric ''inflammation-cancer'' transformation. Modern therapies for CAG generally aim at eliminating causes and alleviating clinical symptoms, which show satisfactory short-term efficacy, but the reverse and recurrence are common. Based on the holistic view, syndrome differentiation-based treatment, and the ''inflammation-cancer'' transformation in modern medicine, traditional Chinese medicine emphasizes both prevention and treatment, with individualized therapies for CAG and GC to control the transformation. According to the pathogenesis of CAG-asthenia in origin and sthenia in superficiality and deficiency-excess in complexity, this study proposed the theory of spleen deficiency and pathogen stagnation in CAG, and believed spleen deficiency, pathogen, and stagnation are respectively the root cause of, the main factor of, and the key to ''inflammation-cancer'' transformation, respectively. Spleen deficiency and pathogen stagnation are closely related to the process of the transformation. For the treatment, the spleen-invigorating and pathogen-eliminating method should be used for invigorating the spleen to consolidate original Qi, improve the blood supply in stomach, and regulate immunity, and eliminating the pathogen to relieve stagnation, reduce the occurrence of non-controllable inflammation, and improve inflammatory micro-environment. As a result, the gastric inflammation is controlled at the early stage and the gastric ''inflammation-cancer'' transformation is blocked. The gastric mucosal lesions are blocked, delayed, or even reversed. This study provides a new idea in clinical diagnosis and treatment of CAG and in the prevention of GC.
10.Construction and validation of a Nomogram model of intracranial infection after neurosurgery
Xiao-Ju MA ; Ying YU ; Yan LU ; Song-Qin LI ; Juan LIU ; Zheng WANG ; Feng ZANG ; Hui-Ping HUANG ; You-Peng CHEN ; Yong-Xiang ZHANG ; Wei-Hong ZHANG ; Zhan-Jie LI
Chinese Journal of Infection Control 2023;22(12):1483-1492
Objective To explore the risk factors for intracranial infection in patients after neurosurgery,con-struct and validate a Nomogram prediction model.Methods Data of 978 patients who underwent neurosurgery in a hospital in Nanjing from January 1,2019 to December 31,2022 were retrospectively analyzed.Independent risk fac-tors were screened through logistic univariate and multivariate analyses.Modeling variables were screened through Lasso regression.A Nomogram model was constructed and internally validated by logistic regression.Effectiveness of the model was evaluated with receiver operating characteristic(ROC)curve,calibration curve and decision curve.Results Among 978 patients underwent neurosurgery,293 had postoperative intracranial infection,with an inci-dence of healthcare-associated infection of 29.96%.There was no significant difference in age,gender,proportion of coronary heart disease,cerebral infarction,diabetes and hypertension between the infected group and the non-in-fected group(all P>0.05).Multivariate logistic analysis showed that postoperative intracranial hypertension,fe-ver,increased neutrophil percentage in blood routine examination,turbid cerebrospinal fluid,positive Pan's test,decreased glucose concentration,abnormal ratio of cerebrospinal fluid/serum glucose,positive microbial culture,absence of indwelling external ventricular drainage tubes,presence of indwelling lumbar cistern drainage tubes,use of immunosuppressive agents,and long duration of surgery were independent risk factors for postoperative intracra-nial infection in patients who underwent neurosurgery(all P<0.05).Fifteen variables were screened out through Lasso regression.Fourteen variables were finally included for modeling after collinear screening,missing data impu-tation(random forest method)and checking pairwise interaction items.A Nomogram prediction model was con-structed,with the area under ROC curve,sensitivity,specificity,and accuracy of 0.885,0.578,0.896,and 0.704,respectively.Internal validation of the model was conducted.The modeling and validation groups presented similar effects.The calibration curve and decision curve also indicated that the model had good predictive efficacy.Conclusion The constructed Nomogram prediction model for postoperative intracranial infection after neurosurgery is scientific,and the prediction indicators are easy to obtain.The model presents with high stability,reliability,and application value,thus can provide reference for the assessment of postoperative intracranial infection after neuro-surgery.


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