Objective Explore the relationship between semen quality and trace element levels in seminal plasma,as well as miR-184 levels in exosomes of male infertility patients.Methods 155 male infertility patients in our hospital from January 2022 to July 2023 were selected as the infertility group,and another 155 male patients with normal physical examination during the same period were selected as the normal group.Compare the general information,semen quality parameters,trace elements,and miR-184 levels in exosomes between two groups,and analyze the correlation between male infertility patients and the above laboratory indicators through Spearman rank correlation analysis.Results The sperm concentration,total sperm motility(PR + NP),forward motility sperm(PR),average curve velocity,average linear velocity,average path velocity,and average lateral amplitude of sperm head(ALH)in the infertile group were lower than those in the normal group(P<0.05);The levels of Zn,Mg,and Ca in the infertile group were lower than those in the normal group,while the levels of Cu,Pb,and relative expression of miR-184 were higher than those in the normal group(P<0.05);The levels of Zn and Cu elements in male infertility patients are positively and negatively correlated with sperm concentration,total sperm motility(PR+NP),and forward motility sperm(PR),respectively.The levels of Pb elements are negatively correlated with the average lateral amplitude of sperm head(ALH),and P<0.05.The relative expression level of miR-184 in male infertility patients is negatively correlated with sperm concentration,total sperm motility(PR + NP),forward motility sperm(PR),and average sperm curve velocity,with P<0.05.Conclusion The quality of semen in male infertility patients is closely related to the levels of trace elements in semen and miR-184 levels in exosomes.

Ankylosing spondylitis (AS) combined with lower cervical fracture is often categorized into unstable fracture, with a high incidence of neurological injury and a high rate of disability and morbidity. As factors such as shoulder occlusion may affect the accuracy of X-ray imaging diagnosis, it is often easily misdiagnosed at the primary diagnosis. Non-operative treatment has complications such as bone nonunion and the possibility of secondary neurological damage, while the timing, access and choice of surgical treatment are still controversial. Currently, there are no clinical practice guidelines for the treatment of AS combined with lower cervical fracture with or without dislocation. To this end, the Spinal Trauma Group of Orthopedics Branch of Chinese Medical Doctor Association organized experts to formulate Clinical guidelines for the treatment of ankylosing spondylitis combined with lower cervical fracture in adults ( version 2024) in accordance with the principles of evidence-based medicine, scientificity and practicality, in which 11 recommendations were put forward in terms of the diagnosis, imaging evaluation, typing and treatment, etc, to provide guidance for the diagnosis and treatment of AS combined with lower cervical fracture.

Olfactory receptors(ORs)are transmembrane proteins mainly distributed in olfactory sensory neurons of the nasal epithelium,mediating the transmission of real-time sensory signals to the brain to produce smell.Recent studies have reported that ORs can also be expressed in tissues or organs outside the nasal cavity,and are closely related to a variety of biological processes,such as sperm chemotaxis,wound healing,glycolipid metabolism and intestinal secretion.In addition,ORs are closely related to a variety of malignant tumors such as prostate cancer,breast cancer and colorectal cancer,and may affect the occurrence and development of tumors by regulating cell proliferation,apoptosis,migration and invasion.This review provides an overview of the effects of ectopic ORs on the function of various human tissues and organs and assesses their potential value as drug targets for the treatment of human diseases.

[Objective]To establish the reference intervals of thyroid hormones in pregnant women from Sanming city and compare them with those from other areas in China.[Methods]The study recruited 605 pregnant women and 229 non-pregnant healthy women who visited Sanming First Hospital between March 29 and June 28,2023.Blood samples were se-quentially collected from the participants to determine the serum levels of thyroid stimulating hormone(TSH),free triiodo-thyronine(FT3)and free thyroxine(FT4).The reference intervals of thyroid hormones were established by using a percen-tile range of P2.5 to P97.5 and their changes in different periods of pregnancy were analyzed and compared with those from oth-er areas in China.[Results]There were significant differences in levels of TSH,FT4 and FT3 at different periods of pregnan-cy(all P<0.05).Compared with non-pregnant women,women in first trimester had significantly decreased levels of TSH and FT4,but similar level of FT3.Since the second trimester,TSH level displayed rising tendency,while FT3 and FT4 lev-els showed gradual decrease.The reference intervals of thyroid hormones in the first,second and third trimester of pregnan-cy in Sanming city were TSH(0.068,2.943)μU/mL,FT3(4.302,6.888)pmol/L,FT4(8.240,14.719)pmol/L;TSH(0.419,3.274)μU/mL,FT3(4.074,6.629)pmol/L,FT4(6.726,11.980)pmol/L;TSH(0.422,3.570)μU/mL,FT3(3.741,5.850)pmol/L,FT4(6.103,10.347)pmol/L,respectively.Significant differences were found in the reference in-tervals of thyroid hormones during pregnancy among different areas in China.[Conclusions]The levels of TSH,FT3,FT4 during pregnancy are different from those during non-pregnancy,and also significantly differ in different periods of preg-nancy.Reference intervals of thyroid hormones in pregnant women are affected by various factors such as geographic loca-tion,ethnicity and laboratory test method,etc.Therefore,establishing the population-specific reference intervals of thy-roid hormones will benefit for the diagnosis and treatment of thyroid disease in pregnant women from Sanming city.

Objective:To investigate the incidence of postoperative complications in Chinese patients with gastric or colorectal cancer, and to evaluate the risk factors for postoperative complications.Methods:This was a national, multicenter, prospective, registry-based, cohort study of data obtained from the database of the Prevalence of Abdominal Complications After Gastro- enterological Surgery (PACAGE) study sponsored by the China Gastrointestinal Cancer Surgical Union. The PACAGE database prospectively collected general demographic characteristics, protocols for perioperative treatment, and variables associated with postoperative complications in patients treated for gastric or colorectal cancer in 20 medical centers from December 2018 to December 2020. The patients were grouped according to the presence or absence of postoperative complications. Postoperative complications were categorized and graded in accordance with the expert consensus on postoperative complications in gastrointestinal oncology surgery and Clavien-Dindo grading criteria. The incidence of postoperative complications of different grades are presented as bar charts. Independent risk factors for occurrence of postoperative complications were identified by multifactorial unconditional logistic regression.Results:The study cohort comprised 3926 patients with gastric or colorectal cancer, 657 (16.7%) of whom had a total of 876 postoperative complications. Serious complications (Grade III and above) occurred in 4.0% of patients (156/3926). The rate of Grade V complications was 0.2% (7/3926). The cohort included 2271 patients with gastric cancer with a postoperative complication rate of 18.1% (412/2271) and serious complication rate of 4.7% (106/2271); and 1655 with colorectal cancer, with a postoperative complication rate of 14.8% (245/1655) and serious complication rate of 3.0% (50/1655). The incidences of anastomotic leakage in patients with gastric and colorectal cancer were 3.3% (74/2271) and 3.4% (56/1655), respectively. Abdominal infection was the most frequently occurring complication, accounting for 28.7% (164/572) and 39.5% (120/304) of postoperative complications in patients with gastric and colorectal cancer, respectively. The most frequently occurring grade of postoperative complication was Grade II, accounting for 65.4% (374/572) and 56.6% (172/304) of complications in patients with gastric and colorectal cancers, respectively. Multifactorial analysis identified (1) the following independent risk factors for postoperative complications in patients in the gastric cancer group: preoperative comorbidities (OR=2.54, 95%CI: 1.51-4.28, P<0.001), neoadjuvant therapy (OR=1.42, 95%CI:1.06-1.89, P=0.020), high American Society of Anesthesiologists (ASA) scores (ASA score 2 points:OR=1.60, 95% CI: 1.23-2.07, P<0.001, ASA score ≥3 points:OR=0.43, 95% CI: 0.25-0.73, P=0.002), operative time >180 minutes (OR=1.81, 95% CI: 1.42-2.31, P<0.001), intraoperative bleeding >50 mL (OR=1.29,95%CI: 1.01-1.63, P=0.038), and distal gastrectomy compared with total gastrectomy (OR=0.65,95%CI: 0.51-0.83, P<0.001); and (2) the following independent risk factors for postoperative complications in patients in the colorectal cancer group: female (OR=0.60, 95%CI: 0.44-0.80, P<0.001), preoperative comorbidities (OR=2.73, 95%CI: 1.25-5.99, P=0.030), neoadjuvant therapy (OR=1.83, 95%CI:1.23-2.72, P=0.008), laparoscopic surgery (OR=0.47, 95%CI: 0.30-0.72, P=0.022), and abdominoperineal resection compared with low anterior resection (OR=2.74, 95%CI: 1.71-4.41, P<0.001). Conclusion:Postoperative complications associated with various types of infection were the most frequent complications in patients with gastric or colorectal cancer. Although the risk factors for postoperative complications differed between patients with gastric cancer and those with colorectal cancer, the presence of preoperative comorbidities, administration of neoadjuvant therapy, and extent of surgical resection, were the commonest factors associated with postoperative complications in patients of both categories.

Objective:To investigate the incidence of postoperative complications in Chinese patients with gastric or colorectal cancer, and to evaluate the risk factors for postoperative complications.Methods:This was a national, multicenter, prospective, registry-based, cohort study of data obtained from the database of the Prevalence of Abdominal Complications After Gastro- enterological Surgery (PACAGE) study sponsored by the China Gastrointestinal Cancer Surgical Union. The PACAGE database prospectively collected general demographic characteristics, protocols for perioperative treatment, and variables associated with postoperative complications in patients treated for gastric or colorectal cancer in 20 medical centers from December 2018 to December 2020. The patients were grouped according to the presence or absence of postoperative complications. Postoperative complications were categorized and graded in accordance with the expert consensus on postoperative complications in gastrointestinal oncology surgery and Clavien-Dindo grading criteria. The incidence of postoperative complications of different grades are presented as bar charts. Independent risk factors for occurrence of postoperative complications were identified by multifactorial unconditional logistic regression.Results:The study cohort comprised 3926 patients with gastric or colorectal cancer, 657 (16.7%) of whom had a total of 876 postoperative complications. Serious complications (Grade III and above) occurred in 4.0% of patients (156/3926). The rate of Grade V complications was 0.2% (7/3926). The cohort included 2271 patients with gastric cancer with a postoperative complication rate of 18.1% (412/2271) and serious complication rate of 4.7% (106/2271); and 1655 with colorectal cancer, with a postoperative complication rate of 14.8% (245/1655) and serious complication rate of 3.0% (50/1655). The incidences of anastomotic leakage in patients with gastric and colorectal cancer were 3.3% (74/2271) and 3.4% (56/1655), respectively. Abdominal infection was the most frequently occurring complication, accounting for 28.7% (164/572) and 39.5% (120/304) of postoperative complications in patients with gastric and colorectal cancer, respectively. The most frequently occurring grade of postoperative complication was Grade II, accounting for 65.4% (374/572) and 56.6% (172/304) of complications in patients with gastric and colorectal cancers, respectively. Multifactorial analysis identified (1) the following independent risk factors for postoperative complications in patients in the gastric cancer group: preoperative comorbidities (OR=2.54, 95%CI: 1.51-4.28, P<0.001), neoadjuvant therapy (OR=1.42, 95%CI:1.06-1.89, P=0.020), high American Society of Anesthesiologists (ASA) scores (ASA score 2 points:OR=1.60, 95% CI: 1.23-2.07, P<0.001, ASA score ≥3 points:OR=0.43, 95% CI: 0.25-0.73, P=0.002), operative time >180 minutes (OR=1.81, 95% CI: 1.42-2.31, P<0.001), intraoperative bleeding >50 mL (OR=1.29,95%CI: 1.01-1.63, P=0.038), and distal gastrectomy compared with total gastrectomy (OR=0.65,95%CI: 0.51-0.83, P<0.001); and (2) the following independent risk factors for postoperative complications in patients in the colorectal cancer group: female (OR=0.60, 95%CI: 0.44-0.80, P<0.001), preoperative comorbidities (OR=2.73, 95%CI: 1.25-5.99, P=0.030), neoadjuvant therapy (OR=1.83, 95%CI:1.23-2.72, P=0.008), laparoscopic surgery (OR=0.47, 95%CI: 0.30-0.72, P=0.022), and abdominoperineal resection compared with low anterior resection (OR=2.74, 95%CI: 1.71-4.41, P<0.001). Conclusion:Postoperative complications associated with various types of infection were the most frequent complications in patients with gastric or colorectal cancer. Although the risk factors for postoperative complications differed between patients with gastric cancer and those with colorectal cancer, the presence of preoperative comorbidities, administration of neoadjuvant therapy, and extent of surgical resection, were the commonest factors associated with postoperative complications in patients of both categories.

Objective:To discuss the effect of microRNA(miR)-30c-5p on the proliferation,migration,and invasion of the human prostate cancer cells(LNCap),and to clarify its possible mechanism.Methods:The LNCap cells were divided into LNCap group(without plasmid transfection),miR-30c-5p mimic group(transfected with miR-30c-5p mimic),mimic NC group(transfected with miR-30c-5p mimic NC),sh-DNA damage inducible transcript 4(DDIT4)group(transfected with sh-DDIT4),sh-NC group(transfected with sh-DDIT4 NC),miR-30c-5p mimic+pc-DNA3.1-NC group(co-transfected with miR-30c-5p mimic and pc-DNA3.1 empty vector),and miR-30c-5p mimic+pc-DNA3.1-DDIT4 group(co-transfected with miR-30c-5p mimic and pc-DNA3.1-DDIT4 over-expression plasmid).The RWPE-1 cells were cultured normally.Real-time fluorescence quantitative PCR(RT-qPCR)method was used to detect the expression levels of miR-30c-5p and DDIT4 mRNA in the cells in various groups;Western blotting method was used to detect the expression levels of DDIT4 protein in the cells in various groups;CCK-8 method was used to detect the proliferation rates of the LNCap cells in various groups;Transwell assay was used to detect the numbers of the invasion LNCap cells in various groups;Scratch assay was used to detect the scratch healing rates of LNCap cells in various groups;dual-luciferase reporter assay was used to detect the targeting relationship between miR-30c-5p and DDIT4.In the in vivo tumor formation experiment,18 male BALB/c nude mice were divided randomly into blank group,agomiR-NC group(transfected with agomiR-30c-5p NC),and agomiR-30c-5p group(transfected with agomiR-30c-5p);there were six mice in each group.The mice in agomiR-NC group and agomiR-30c-5p group were subcutaneously injected with LNCap cells,while the mice in blank group were given an equal volume of physiological saline.The volumes of tumor of the mice in various groups were detected.HE staining was used to observe the morphology of prostate cancer tissue the mice of in various groups;RT-qPCR method and immunofluorescence staining were used to detect the expression levels of miR-30c-5p and DDIT4 mRNA and the fluorescence intensities of DDIT4 protein in prostate cancer tissue of the mice in various groups.Results:The In vitro prostate cancer cell experiment results showed that compared with RWPE-1 cells,the expression level of miR-30c-5p in the prostate cancer LNCap cells was decreased(P<0.01),and the expression levels of DDIT4 mRNA and protein were increased(P<0.05 or P<0.01).After 48 of transfection,compared with LNCap group and mimic NC group,the expression level of miR-30c-5p in the LNCap cells in miR-30c-5p mimic group was increased(P<0.01).Compared with LNCap group and sh-NC group,the expression level of DDIT4 mRNA in the LNCap cells in sh-DDIT4 group was decreased(P<0.01).Compared with miR-30c-5p mimic group and miR-30c-5p mimic+pcDNA3.1 NC group,the expression level of miR-30c-5p in The LNCap cells in miR-30c-5p mimic+pc-DNA3.1-DDIT4 group was decreased(P<0.01);compared with miR-30c-5p mimic group and miR-30c-5p mimic+pcDNA3.1 NC group,the expression level of DDIT4 mRNA in the LNCap cells in miR-30c-5p mimic+pc-DNA3.1-DDIT4 group was increased(P<0.01);compared with miR-30c-5p mimic group and miR-30c-5p mimic+pcDNA3.1 NC group,the expression level of DDIT4 protein in the LNCap cells in miR-30c-5p mimic+pc-DNA3.1-DDIT4 group was increased(P<0.05).The CCK-8 method results showed that compared with LNCap group and mimic NC group,the proliferation rate of the LNCap cells in miR-30c-5p mimic group was decreased(P<0.01);compared with LNCap group and sh-NC group,the proliferation rate of the LNCap cells in sh-DDIT4 group was decreased(P<0.01);compared with miR-30c-5p mimic group and miR-30c-5p mimic+pcDNA3.1 NC group,the proliferation rate of the LNCap cells in miR-30c-5p mimic+pc-DNA3.1-DDIT4 group was increased(P<0.01).The Transwell assay results showed that compared with LNCap group and mimic NC group,the number of the invasion LNCap cells in miR-30c-5p mimic group was decreased(P<0.01);compared with LNCap group and sh-NC group,the number of invasion LNCap cells in sh-DDIT4 group was decreased(P<0.01);compared with miR-30c-5p mimic group and miR-30c-5p mimic+pcDNA3.1 NC group,the number of the invasion LNCap cells in miR-30c-5p mimic+pc-DNA3.1-DDIT4 group was increased(P<0.01).The scratch assay results showed that compared with LNCap group and mimic NC group,the scratch healing rate of the LNCap cells in miR-30c-5p mimic group was decreased(P<0.01);compared with LNCap group and sh-NC group,the scratch healing rate of the LNCap cells in sh-DDIT4 group was decreased(P<0.01);compared with miR-30c-5p mimic group and miR-30c-5p mimic+pcDNA3.1 NC group,the scratch healing rate of the LNCap cells in miR-30c-5p mimic+pc-DNA3.1-DDIT4 group was increased(P<0.01).The dual-luciferase reporter assay results showed that compared with the LNCap cells co-transfected with WT-DDIT4 and mimic NC,the luciferase activity of the LNCap cells co-transfected with WT-DDIT4 and miR-30c-5p mimic was decreased(P<0.01).The in vivo nude mouse tumor formation experiment results showed that on the 3 rd,6 th,9 th,12 th,and 15th days after cell injection,compared with blank group and agomiR-NC group,the tumor volumes of the nude mice in agomiR-30c-5p group were decreased(P<0.05).The HE staining results showed that in prostate cancer tissue of the mice in blank group and agomiR-NC group,the cell nuclei were enlarged,and nucleoli were prominent and deformed.In the mice in agomiR-30c-5p group,some regions of prostate cancer tissues results showed neatly arranged cells with normally shaped nuclei.The RT-qPCR and immunofluorescence staining showed that compared with agomiR-NC group,the expression level of miR-30c-5p in prostate cancer tissue of the mice in agomiR-30c-5p group was increased(P<0.01).Compared with blank group and agomiR-NC group,the expression level of DDIT4 mRNA in prostate cancer tissue of the mice in agomiR-30c-5p group was decreased(P<0.01).DDIT4 protein was mainly expressed in the cytoplasm.Compared with blank group and agomiR-NC group,the fluorescence intensity of DDIT4 protein in prostate cancer tissue of the mice in agomiR-30c-5p group was decreased(P<0.01).Conclusion:The expression level of miR-30c-5p in the prostate cancer LNCap cells is decreased,and it inhibits the proliferation,migration,and invasion of the prostate cancer cells by targeting downregulation of DDIT4,thereby participating in the occurrence and development of prostate cancer.

Objective To explore the effect of CircCSNK1G1 on the proliferation,apoptosis and migration of gastric cancer(GC)cells by regulating the miR-381-3p/S kinase-related protein 2(Skp2)axis.Methods HGC-27 cells were divided into non transfected group,si-NC group,si-CircCSNK1G1 group,si-CircCSNK1 G1+anti-miR-NC group,and si-CircCSNK1G1+anti-miR-381-3p group.The expressions of CircCSNK1G1,miR-381-3p and Skp2 mRNA in GC tumor tissues and GC cell lines were detected by qRT-PCR respectively;cell proliferation was detected by MTT assay;the number of cell clones was detected by clonogenic assay;apoptosis was detected by flow cytometry;cell migration and invasion ability were determined by transwell;the expression of E-cadherin and Vimentin was detected by Western Blot;and the targeting relationship among CircCSNK1G1,miR-381-3p and Skp2 was verified by double luciferase experiment.Results Compared with GES-1 in normal tissues adjacent to cancer and normal human gastric mucosal epithelial cells,the expression of CircCSNK1 G1 and Skp2 mRNA in GC tumor tissues and GC cell lines is high,and the expression of miR-381-3p is low(P＜0.05),and the expression level of miR-381-3p in HGC-27 cells is the lowest,and the expression level of CircCSNK1G1 and Skp2 mRNA is the highest,therefore,HGC-27 cells were selected and CircCSNK1G1 was knocked down for the experiment.Compared with untransfected group and si-CircCSNK1G1-NC group,transfection of si-CircCSNK1G1 could reduce the expression of CircCSNK1G1,Skp2 mRNA,cell proliferation activity,cell migration number,and the expression of Vimentin protein in HGC-27 cells(P＜0.05),the expression of miR-381-3p,apoptosis rate,and the expression of E-cadherin protein were increased(P＜0.05).The double luciferase experiment verified that CircCSNK1G1 and Skp2 had a targeting relationship with miR-381-3p,moreover,CircCSNK1G1 could be used as sponge RNA of miR-381-3p to further regulate the expression and activity of Skp2.Conclusion Knockdown of CircCSNK1G1 can target up-regulate the expression of miR-381-3p,and inhibit the expression of Skp2,thus promoting the apoptosis of GC cells,and inhibiting their proliferation and migration.

Objective To investigate the clinical characteristics and prognosis of pneumococcal meningitis(PM),and drug sensitivity of Streptococcus pneumoniae(SP)isolates in Chinese children.Methods A retrospective analysis was conducted on clinical information,laboratory data,and microbiological data of 160 hospitalized children under 15 years old with PM from January 2019 to December 2020 in 33 tertiary hospitals across the country.Results Among the 160 children with PM,there were 103 males and 57 females.The age ranged from 15 days to 15 years,with 109 cases(68.1% )aged 3 months to under 3 years.SP strains were isolated from 95 cases(59.4% )in cerebrospinal fluid cultures and from 57 cases(35.6% )in blood cultures.The positive rates of SP detection by cerebrospinal fluid metagenomic next-generation sequencing and cerebrospinal fluid SP antigen testing were 40% (35/87)and 27% (21/78),respectively.Fifty-five cases(34.4% )had one or more risk factors for purulent meningitis,113 cases(70.6% )had one or more extra-cranial infectious foci,and 18 cases(11.3% )had underlying diseases.The most common clinical symptoms were fever(147 cases,91.9% ),followed by lethargy(98 cases,61.3% )and vomiting(61 cases,38.1% ).Sixty-nine cases(43.1% )experienced intracranial complications during hospitalization,with subdural effusion and/or empyema being the most common complication[43 cases(26.9% )],followed by hydrocephalus in 24 cases(15.0% ),brain abscess in 23 cases(14.4% ),and cerebral hemorrhage in 8 cases(5.0% ).Subdural effusion and/or empyema and hydrocephalus mainly occurred in children under 1 year old,with rates of 91% (39/43)and 83% (20/24),respectively.SP strains exhibited complete sensitivity to vancomycin(100% ,75/75),linezolid(100% ,56/56),and meropenem(100% ,6/6).High sensitivity rates were also observed for levofloxacin(81% ,22/27),moxifloxacin(82% ,14/17),rifampicin(96% ,25/26),and chloramphenicol(91% ,21/23).However,low sensitivity rates were found for penicillin(16% ,11/68)and clindamycin(6% ,1/17),and SP strains were completely resistant to erythromycin(100% ,31/31).The rates of discharge with cure and improvement were 22.5% (36/160)and 66.2% (106/160),respectively,while 18 cases(11.3% )had adverse outcomes.Conclusions Pediatric PM is more common in children aged 3 months to under 3 years.Intracranial complications are more frequently observed in children under 1 year old.Fever is the most common clinical manifestation of PM,and subdural effusion/emphysema and hydrocephalus are the most frequent complications.Non-culture detection methods for cerebrospinal fluid can improve pathogen detection rates.Adverse outcomes can be noted in more than 10% of PM cases.SP strains are high sensitivity to vancomycin,linezolid,meropenem,levofloxacin,moxifloxacin,rifampicin,and chloramphenicol.[Chinese Journal of Contemporary Pediatrics,2024,26(2):131-138]

Objective To construct a risk prediction model for healthcare-associated infection(HAI)in stroke pa-tients,accurately and effectively screen out potential high-risk groups,and formulate targeted preventive interven-tions to reduce the occurrence of infection.Methods Stroke patients in the"Henan Stroke Cohort"in 2019-2021 were selected as the study objects,and relevant clinical data were collected as the main analysis data for model con-struction and internal validation.The relevant data of stroke patients in three hospitals that had never participated in the cohort construction from January to September 2022 were randomly selected as a test set for external validation of the risk prediction model.The main analysis data were randomly divided into a training set and a test set,and a risk prediction model was constructed based on logistic regression,artificial neural network(ANN)algorithm,extreme gradient boosting algorithm and random forest algorithm,respectively.Multiple indicators were used to evaluate the prediction performance of the model,and the optimal model was externally validated based on the test set data.Results The infection rate of stroke patients was 20.6％in the main analysis data and 56.4％in the test set data.The accuracy of the risk prediction model based on logistic regression was 91.2％,the area under the re-ceiver operating characteristic(ROC)curve(AUC)was 0.938,the precision rate,recall rate,specificity,and the F1 score were 0.851,0.695,0.968,and 0.765,respectively.The accuracy rate,precision rate,specificity and AUC of the logistic risk prediction model and the ANN risk prediction model were all significantly better than other models,while the recall rate and F1 score of the logistic risk prediction model were slightly better than the ANN risk prediction model.The logistic risk prediction model had excellent prediction performance in external validation.Conclusion HAI risk prediction model of stroke patients based on logistic regression can better screen out high-risk stroke patients with infection risk,and can contribute to formulate targeted preventive interventions to reduce the occurrence of infection.