ObjectiveTo investigate the value of albumin-bilirubin （ALBI） score combined with platelet count-to-spleen thickness ratio （PC/ST） in predicting rebleeding within one year after endoscopic variceal ligation in liver cirrhosis patients with esophagogastric variceal bleeding （EVB）， to evaluate the risk assessment ability of this model， and to provide a reference for clinical prevention of rebleeding. MethodsA retrospective analysis was performed on the clinical data of liver cirrhosis patients with EVB who were hospitalized in Gansu Provincial Hospital from January 1， 2020 to December 31， 2024. All patients achieved successful hemostasis after endoscopic variceal ligation， and according to whether rebleeding occurred within one year after surgery， they were divided into rebleeding group and non-rebleeding group. The independent-samples t test or the Mann-Whitney U test was used for comparison of continuous data between two groups， and the chi-square test or the Fisher’s exact test was used for comparison of categorical data between two groups. The univariate and multivariate Cox regression analyses were used to identify independent influencing factors for rebleeding. A prediction model was constructed based on the factors identified， and a nomogram was plotted for model visualization. The receiver operating characteristic （ROC） curve was used to assess the discriminatory ability of the model， and the area under the ROC curve （AUC） was calculated； calibration curve was used to assess calibration； decision curve analysis was used to assess the net clinical benefit of the model. ResultsA total of 258 patients were enrolled， among whom 70 patients experienced rebleeding within one year， resulting in a rebleeding rate of 27.1%. The multivariate Cox regression analysis showed that ALBI score （hazard ratio ［HR］=4.679， 95% confidence interval ［CI］： 2.952 — 7.417， P<0.001） and PC/ST （HR=0.461， 95%CI： 0.318 — 0.668， P<0.001） were independent influencing factors for rebleeding in liver cirrhosis patients with EVB. The model constructed based on these two factors yielded an AUC of 0.766 （95%CI： 0.667 — 0.866）， 0.775 （95%CI： 0.699 — 0.851）， and 0.809 （95%CI： 0.752 — 0.866）， respectively， for predicting the risk of rebleeding at 6 weeks， 6 months， and 1 year. The calibration curve showed that the model systematically underestimated the probability of rebleeding at 6 weeks and 6 months， but its prediction for the probability of rebleeding at 1 year aligned well with the ideal curve. The decision curve analysis showed that the model provided a clear net clinical benefit for predicting rebleeding within 1 year. ConclusionThe model constructed based on ALBI score and PC/ST had good performance in predicting the risk of rebleeding within 1 year after endoscopic variceal ligation in liver cirrhosis patients with EVB.

Objective To investigate the effects of DNA Cross-Link Repair 1A(DCLRE1A)on mitochondrial func-tion in lens epithelial cells(LECs).Methods Thirty eyes from 30 patients with age-related cataracts(ARC)were select-ed and divided into three groups:cortical type(ARCC group),nuclear type(ARNC group),and posterior subcapsular type(ARPC group),with 10 cases in each group.Additionally,10 eyes from 10 age-matched patients diagnosed with epiretinal membrane and having clear lenses were selected as the control group.Western blot was used to detect the ex-pression levels of DCLRE1A protein in the anterior capsule tissues of patients in each group and in the lens epithelial cell line(SRA01/04)treated with hydrogen peroxide(H2O2)in vitro and overexpressed DCLRE1A model(OE-DCLRE1A group).The effects of overexpressed DCLRE1A on the expression levels of mitochondrial transcription factor(TFAM)and peroxisome proliferator-activated receptor-γ coactivator-1α(PGC1α)proteins were also detected.Normal cultured SRA01/04 cells were randomly divided into Control group(untreated),H2 O2 group,H2 O2+HA group(transfected with control plasmid HA),and H2O2+OE-DCLRE1A group(transfected with DCLRE1A plasmid).RT-PCR was used to measure mtD-NA expression in each group cells.Changes in mitochondrial membrane potential(MMP)and mitochondrial reactive oxy-gen species(ROS)in each group were detected by immunofluorescence staining.Results Western blot analysis showed that compared with the control group cells,the relative expression levels of DCLRE1A protein in the anterior capsule tis-sues of patients in the ARCC,ARNC,and ARPC groups were all decreased,with statistically significant differences(all P＜0.001).In the in vitro H2O2-induced oxidative damage model,compared with the Control group,the relative expression level of DCLRE1A protein in the H2O2 group was significantly decreased(P＜0.001).The overexpression efficiency results of DCLRE1A showed that,compared with the Control group,the relative expression level of DCLRE1A protein in the OE-DCLRE1A group cells was significantly increased,with statistical significance(P＜0.001).RT-PCR results showed that compared with the H2O2+HA group,the expression level of mtDNA in the H2O2+OE-DCLRE1A group was significantly in-creased(P＜0.001).Western blot analysis showed that compared with the H2O2+HA group,the relative expression levels of TFAM and PGC1α proteins in the H2O2+OE-DCLRE1A group were significantly increased(P＜0.001).Immunofluores-cence staining results showed that compared with the H2O2+HA group,the MMP level in the H2O2+OE-DCLRE1A group was significantly restored,and the accumulation of mitochondrial ROS was reduced(P＜0.001).Conclusion Under H2O2-induced oxidative stress conditions,DCLRE1A promotes the repair of damaged mtDNA in LECs by regulating mito-chondrial biogenesis,thereby reducing LEC apoptosis and participating in the occurrence and development of ARC.

Objective To investigate the impact of high mobility group box 1(HMGB1)on hydrogen peroxide(H2O2)-induced DNA damage and senescence in lens epithelial cells(LECs)under oxidative stress conditions.Methods Fluorescent quantitative real-time polymerase chain reaction(RT-PCR)technology was used to detect the mRNA expres-sion of HMGB1 in the anterior capsule tissue of patients with age-related cataract(ARC group)and epiretinal membrane(control group).Western blot analysis was employed to examine the changes in the protein expression of HMGB1 in the LEC line SRA01/04 after treatment with varying concentrations of H2O2(0,100,200,and 400 μmol·L-1).The optimal concentration was selected for subsequent establishment of a cellular oxidative damage model.The cultured SRA01/04 cells were divided into three groups:Control(untreated),HA(transfected with the control plasmid HA),and OE-HMGB1 groups(transfected with the HMGB1 plasmid).The mRNA and protein expression levels of HMGB1 were detected by RT-PCR and Western blot.The cultured SRA01/04 cells were divided into three groups:H2O2(treated with 400 μmol·L-1 H2O2),H2O2+HA(transfected with the control plasmid HA and simultaneously treated with 400 μmol·L-1 H2O2),and H2O2+OE-HMGB1 groups(transfected with the HMGB1 plasmid and simultaneously treated with 400 μmol·L-1 H2O2).Immunofluorescence was used to detect DNA oxidative damage in cells from each group.Western blot analysis was per-formed to assess the protein expression levels of phosphorylated histone H2A(γH2A),tumor protein p53(P53),cyclin-dependent kinase inhibitor 1A(P21),and cyclin-dependent kinase inhibitor 2A(P16)in cells from each group.Additional-ly,senescence-associated-β-galactosidase(SA-β-gal)staining was conducted to detect senescent changes in cells from each group.Results RT-PCR results indicated that the relative mRNA expression level of HMGB1 in the anterior capsule tissue of the ARC group was significantly decreased,compared with that in the control group(P＜0.001).Furthermore,in the H2O2-induced oxidative damage model,the relative protein expression level of HMGB1 decreased with the increase of the concentration of H2O2.Both RT-PCR and Western blot analyses revealed that the mRNA and protein expression levels of HMGB1 were both significantly elevated in the OE-HMGB1 group,compared with those in the HA group(both P＜0.001).The immunofluorescence staining results demonstrated that the protein expression of γH2A and the fluorescence intensity in the H2O2+OE-HMGB1 group were significantly decreases,compared with those in H2O2 and H2O2+HA groups(all P＜0.001).SA-β-gal staining results showed that the H2O2+OE-HMGB1 group had significantly less cells stained by SA-β-gal than H2O2 and H2O2+HA(both P＜0.001).Additionally,Western blot analysis revealed that,compared with those in H2O2 and H2O2+HA groups,the relative expression levels of senescence-associated proteins P53,P21,and P16 were significantly decreased in the H2O2+OE-HMGB1 group(all P＜0.01).Conclusion HMGB1 inhibits the accumula-tion of damaging DNA and senescence in LECs by enhancing DNA damage repair capabilities.

OBJECTIVE: To observe the efficacy and safety of Tiaowei Jiannao acupuncture (acupuncture for regulating defensive qi and nourishing brain) for post-ischemic stroke insomnia (PISI). METHODS: A total of 96 patients with PISI were randomized into an acupuncture group (32 cases, 1 case was excluded), a medication group (32 cases, 1 case dropped out, 1 case was excluded) and a sham-acupuncture group (32 cases, 1 case dropped out, 1 case was excluded). In the acupuncture group, Tiaowei Jiannao acupuncture was applied at bilateral Shenmai (BL62), Zhaohai (KI6), Hegu (LI4), Taichong (LR3), and Baihui (GV20), Sishencong (EX-HN1), Yintang (GV24⁺), Shenting (GV24), once a day, 1-day interval was taken after 6-day treatment, for 3 weeks totally. In the medication group, eszopiclone tablet was given orally, 1-3 mg a time, once a day for 3 weeks. In the sham-acupuncture group, non-invasive sham acupuncture was applied, the acupoint selection, frequency and course of treatment were the same as the acupuncture group. Before treatment, after 2,3 weeks of treatment, the scores of Pittsburgh sleep quality index (PSQI), self-rating sleep scale (SRSS), National Institutes of Health Stroke scale (NIHSS), Hamilton depression scale-17 (HAMD-17) were observed; before and after treatment, the sleep parameters were recorded using polysomnography (PSG); and the efficacy and safety were evaluated after treatment in the 3 groups. RESULTS: After 2,3 weeks of treatment, the scores of PSQI, HAMD-17 and SRSS in the acupuncture group and the medication group, as well as the SRSS scores in the sham-acupuncture group were decreased compared with those before treatment (P<0.05); after 2 weeks of treatment, the NIHSS score in the acupuncture group was decreased compared with that before treatment (P<0.05); after 3 weeks of treatment, the NIHSS scores in the acupuncture group, the medication group and the sham-acupuncture group were decreased compared with those before treatment (P<0.05). After 3 weeks of treatment, the scores of PSQI, SRSS, HAMD-17 and NIHSS in the acupuncture group and the medication group, as well as the NIHSS score in the sham-acupuncture group were decreased compared with those after 2 weeks of treatment (P<0.05). After 2,3 weeks of treatment, the scores of PSQI, SRSS and HAMD-17 in the acupuncture group and the medication group were lower than those in the sham-acupuncture group (P<0.05), the NIHSS scores in the acupuncture group were lower than those in the medication group and the sham-acupuncture group (P<0.05); after 3 weeks of treatment, HAMD-17 score in the acupuncture group was lower than that in the medication group (P<0.05), the NIHSS score in the medication group was lower than that in the sham-acupuncture group (P<0.05). Compared before treatment, after treatment, the total sleep time was prolonged (P<0.05), the wake after sleep onset, sleep latency, and non-rapid eye movement (NREM) sleep latency were shortened (P<0.05), the sleep efficiency was improved (P<0.05), the number of awakenings was reduced (P<0.05), the percentage of rapid eye movement (REM%) and the percentage of NREM stage 1 (N1%) were decreased (P<0.05), the percentage of NREM stage 2 (N2%) and the percentage of NREM stage 3 (N3%) were increased (P<0.05) in the acupuncture group and the medication group; the sleep latency was shortened in the sham-acupuncture group (P<0.05). After treatment, the PSG indexes in the acupuncture group and the medication group were superior to those in the sham-acupuncture group (P<0.05); in the acupuncture group, the number of awakenings was less than that in the medication group (P<0.05), the REM% and N1% were lower than those in the medication group (P<0.05), the N2% and N3% were higher than those in the medication group (P<0.05). The total effective rate were 93.5% (29/31) and 90.0% (27/30) in the acupuncture group and the medication group respectively, which were higher than 10.0% (3/30) in the sham-acupuncture group (P<0.05). There was no serious adverse events in any of the 3 groups. CONCLUSION Tiaowei Jiannao acupuncture improves the insomnia symptoms in patients with ischemic stroke, improves the quality of sleep, increases the deep sleep, promotes the recovery of neurological function, and relieves the depression. It is effective and safe for the treatment of PISI.
Humans ; Acupuncture Therapy ; Male ; Sleep Initiation and Maintenance Disorders/physiopathology* ; Female ; Middle Aged ; Aged ; Acupuncture Points ; Treatment Outcome ; Adult ; Ischemic Stroke/complications* ; Stroke/complications* ; Sleep

Objective To compare the value of Logistic regression model and XGBoost model in predicting the risk of thrombosis in elderly patients with CHF complicated with LRTI.Methods A total of 138 elderly CHF patients with LRTI admitted to our department from April 2019 to April 2024 were prospectively enrolled,and divided into thrombus group(43 cases)and non-thrombus group(95 cases)according to whether thrombosis occurred.Clinical data of these pa-tients were collected,and two risk prediction models of thrombosis in these patients were con-structed based on logistic regression and XGBoost regression,respectively.The predictive value was compared between the two models.Results The thrombus group had higher neutrophil count,NLR,and CRP,D-D and vWF levels,and increased MA,estimated dissolution percentage,and percentage LY30,but K and R and lower coagulation index than the non-thrombus group(P＜0.01).NLR,CRP,D-D,vWF,LY30,K and R were influencing factors for thrombosis in the elderly CHF patients with LRTI(P＜0.05,P＜0.01).The AUC value of the multivariate logistic regression model and XGBoost model in predicting thrombosis in the patients was 0.915(95％CI:0.861-0.986)and 0.894(95％CI:0.841-0.971),respectively,with a sensitivity of 85.40％and 88.90％and a specificity of 96.50％and 82.30％,respectively.There was no statistical difference in AUC value between the two models(Z=0.573,P=0.678).Hosmer Lemeshow test showed the differences were not significant in the calibration curves of the multivariate logistic regression model and XGBoost model(x2=0.485,P=0.452;x2=0.669,P=0.335).Conclusion Multivari-ate logistic regression model and XGBoost model show equivalent efficacy in predicting thrombo-sis in CHF patients with LRTI.Abnormal levels of NLR,CRP,D-D,vWF,LY30,K,and R are im-portant factors affecting thrombosis in these elderly patients.

Objective To investigate the impact of high mobility group box 1(HMGB1)on hydrogen peroxide(H2O2)-induced DNA damage and senescence in lens epithelial cells(LECs)under oxidative stress conditions.Methods Fluorescent quantitative real-time polymerase chain reaction(RT-PCR)technology was used to detect the mRNA expres-sion of HMGB1 in the anterior capsule tissue of patients with age-related cataract(ARC group)and epiretinal membrane(control group).Western blot analysis was employed to examine the changes in the protein expression of HMGB1 in the LEC line SRA01/04 after treatment with varying concentrations of H2O2(0,100,200,and 400 μmol·L-1).The optimal concentration was selected for subsequent establishment of a cellular oxidative damage model.The cultured SRA01/04 cells were divided into three groups:Control(untreated),HA(transfected with the control plasmid HA),and OE-HMGB1 groups(transfected with the HMGB1 plasmid).The mRNA and protein expression levels of HMGB1 were detected by RT-PCR and Western blot.The cultured SRA01/04 cells were divided into three groups:H2O2(treated with 400 μmol·L-1 H2O2),H2O2+HA(transfected with the control plasmid HA and simultaneously treated with 400 μmol·L-1 H2O2),and H2O2+OE-HMGB1 groups(transfected with the HMGB1 plasmid and simultaneously treated with 400 μmol·L-1 H2O2).Immunofluorescence was used to detect DNA oxidative damage in cells from each group.Western blot analysis was per-formed to assess the protein expression levels of phosphorylated histone H2A(γH2A),tumor protein p53(P53),cyclin-dependent kinase inhibitor 1A(P21),and cyclin-dependent kinase inhibitor 2A(P16)in cells from each group.Additional-ly,senescence-associated-β-galactosidase(SA-β-gal)staining was conducted to detect senescent changes in cells from each group.Results RT-PCR results indicated that the relative mRNA expression level of HMGB1 in the anterior capsule tissue of the ARC group was significantly decreased,compared with that in the control group(P＜0.001).Furthermore,in the H2O2-induced oxidative damage model,the relative protein expression level of HMGB1 decreased with the increase of the concentration of H2O2.Both RT-PCR and Western blot analyses revealed that the mRNA and protein expression levels of HMGB1 were both significantly elevated in the OE-HMGB1 group,compared with those in the HA group(both P＜0.001).The immunofluorescence staining results demonstrated that the protein expression of γH2A and the fluorescence intensity in the H2O2+OE-HMGB1 group were significantly decreases,compared with those in H2O2 and H2O2+HA groups(all P＜0.001).SA-β-gal staining results showed that the H2O2+OE-HMGB1 group had significantly less cells stained by SA-β-gal than H2O2 and H2O2+HA(both P＜0.001).Additionally,Western blot analysis revealed that,compared with those in H2O2 and H2O2+HA groups,the relative expression levels of senescence-associated proteins P53,P21,and P16 were significantly decreased in the H2O2+OE-HMGB1 group(all P＜0.01).Conclusion HMGB1 inhibits the accumula-tion of damaging DNA and senescence in LECs by enhancing DNA damage repair capabilities.

Objective To compare the efficacy of multivariate logistic regression and XGBoost models in predicting major adverse cardiovascular events(MACE)after percutaneous coronary in-tervention(PCI)in elderly patients with coronary artery calcification(CAC).Methods A total of 120 elderly patients with CAC lesions undergoing PCI in our hospital from June 2020 to June 2023 were retrospectively enrolled in this study.The incidence of MACE was observed during 1 year of follow-up.Nine patients were lost during the period,and the left patients were divided into MACE group(28 patients)and non-MACE group(83 patients).Multivariate logistic regression analysis and XGBoost model were used to screen the influencing factors of MACE in elderly CAC patients after PCI.ROC curve and calibration curve were drawn to compare the predictive efficiency of the two models.Results The MACE group had significantly advanced age,larger proportions of smoking and diabetes,higher LDL-C and Gensini score,and increased ratios of diseased vessels ≥3,severe calcification,combined rotary grinding and number of stent implantation when compared with the non-MACE group(P＜0.05,P＜0.01).Multivariate logistic regression model showed that smoking,diabetes,LDL-C,Gensini score,and number of stents implanted were independent risk factors for MACE in CAC patients after PCI(P＜0.05,P＜0.01).XGBoost model indicated that the top five important feature scores were Gensini score of 35,number of stent implantation score of 25,combined diabetes score of 22,smoking score of 18,and LDL-C score of 15.ROC curve analysis revealed that the AUC value of multivariate logistic regression model in predicting MACE in elderly CAC patients after PCI was 0.925(95％CI:0.859-0.966),with a sensitivity of 82.14％and a specificity of 97.59％,and the value of the XGBoost model was 0.918(95％CI:0.850-0.961),with a sensitivity of 89.29％and a specificity of 78.31％.There was no significant difference in predictive efficacy between the two models(Z=0.148,P=0.8823).Conclusion Multiple logistic regression model and XGBoost model show equally efficacy in predicting MACE in elderly CAC patients after PCI.Smoking,diabetes,LDL-C,Gensini score and number of stents implanted are independent risk factors for MACE in the patients.

Objective To investigate the effects of DNA Cross-Link Repair 1A(DCLRE1A)on mitochondrial func-tion in lens epithelial cells(LECs).Methods Thirty eyes from 30 patients with age-related cataracts(ARC)were select-ed and divided into three groups:cortical type(ARCC group),nuclear type(ARNC group),and posterior subcapsular type(ARPC group),with 10 cases in each group.Additionally,10 eyes from 10 age-matched patients diagnosed with epiretinal membrane and having clear lenses were selected as the control group.Western blot was used to detect the ex-pression levels of DCLRE1A protein in the anterior capsule tissues of patients in each group and in the lens epithelial cell line(SRA01/04)treated with hydrogen peroxide(H2O2)in vitro and overexpressed DCLRE1A model(OE-DCLRE1A group).The effects of overexpressed DCLRE1A on the expression levels of mitochondrial transcription factor(TFAM)and peroxisome proliferator-activated receptor-γ coactivator-1α(PGC1α)proteins were also detected.Normal cultured SRA01/04 cells were randomly divided into Control group(untreated),H2 O2 group,H2 O2+HA group(transfected with control plasmid HA),and H2O2+OE-DCLRE1A group(transfected with DCLRE1A plasmid).RT-PCR was used to measure mtD-NA expression in each group cells.Changes in mitochondrial membrane potential(MMP)and mitochondrial reactive oxy-gen species(ROS)in each group were detected by immunofluorescence staining.Results Western blot analysis showed that compared with the control group cells,the relative expression levels of DCLRE1A protein in the anterior capsule tis-sues of patients in the ARCC,ARNC,and ARPC groups were all decreased,with statistically significant differences(all P＜0.001).In the in vitro H2O2-induced oxidative damage model,compared with the Control group,the relative expression level of DCLRE1A protein in the H2O2 group was significantly decreased(P＜0.001).The overexpression efficiency results of DCLRE1A showed that,compared with the Control group,the relative expression level of DCLRE1A protein in the OE-DCLRE1A group cells was significantly increased,with statistical significance(P＜0.001).RT-PCR results showed that compared with the H2O2+HA group,the expression level of mtDNA in the H2O2+OE-DCLRE1A group was significantly in-creased(P＜0.001).Western blot analysis showed that compared with the H2O2+HA group,the relative expression levels of TFAM and PGC1α proteins in the H2O2+OE-DCLRE1A group were significantly increased(P＜0.001).Immunofluores-cence staining results showed that compared with the H2O2+HA group,the MMP level in the H2O2+OE-DCLRE1A group was significantly restored,and the accumulation of mitochondrial ROS was reduced(P＜0.001).Conclusion Under H2O2-induced oxidative stress conditions,DCLRE1A promotes the repair of damaged mtDNA in LECs by regulating mito-chondrial biogenesis,thereby reducing LEC apoptosis and participating in the occurrence and development of ARC.

Objective To compare the efficacy of multivariate logistic regression and XGBoost models in predicting major adverse cardiovascular events(MACE)after percutaneous coronary in-tervention(PCI)in elderly patients with coronary artery calcification(CAC).Methods A total of 120 elderly patients with CAC lesions undergoing PCI in our hospital from June 2020 to June 2023 were retrospectively enrolled in this study.The incidence of MACE was observed during 1 year of follow-up.Nine patients were lost during the period,and the left patients were divided into MACE group(28 patients)and non-MACE group(83 patients).Multivariate logistic regression analysis and XGBoost model were used to screen the influencing factors of MACE in elderly CAC patients after PCI.ROC curve and calibration curve were drawn to compare the predictive efficiency of the two models.Results The MACE group had significantly advanced age,larger proportions of smoking and diabetes,higher LDL-C and Gensini score,and increased ratios of diseased vessels ≥3,severe calcification,combined rotary grinding and number of stent implantation when compared with the non-MACE group(P＜0.05,P＜0.01).Multivariate logistic regression model showed that smoking,diabetes,LDL-C,Gensini score,and number of stents implanted were independent risk factors for MACE in CAC patients after PCI(P＜0.05,P＜0.01).XGBoost model indicated that the top five important feature scores were Gensini score of 35,number of stent implantation score of 25,combined diabetes score of 22,smoking score of 18,and LDL-C score of 15.ROC curve analysis revealed that the AUC value of multivariate logistic regression model in predicting MACE in elderly CAC patients after PCI was 0.925(95％CI:0.859-0.966),with a sensitivity of 82.14％and a specificity of 97.59％,and the value of the XGBoost model was 0.918(95％CI:0.850-0.961),with a sensitivity of 89.29％and a specificity of 78.31％.There was no significant difference in predictive efficacy between the two models(Z=0.148,P=0.8823).Conclusion Multiple logistic regression model and XGBoost model show equally efficacy in predicting MACE in elderly CAC patients after PCI.Smoking,diabetes,LDL-C,Gensini score and number of stents implanted are independent risk factors for MACE in the patients.

Objective To compare the value of Logistic regression model and XGBoost model in predicting the risk of thrombosis in elderly patients with CHF complicated with LRTI.Methods A total of 138 elderly CHF patients with LRTI admitted to our department from April 2019 to April 2024 were prospectively enrolled,and divided into thrombus group(43 cases)and non-thrombus group(95 cases)according to whether thrombosis occurred.Clinical data of these pa-tients were collected,and two risk prediction models of thrombosis in these patients were con-structed based on logistic regression and XGBoost regression,respectively.The predictive value was compared between the two models.Results The thrombus group had higher neutrophil count,NLR,and CRP,D-D and vWF levels,and increased MA,estimated dissolution percentage,and percentage LY30,but K and R and lower coagulation index than the non-thrombus group(P＜0.01).NLR,CRP,D-D,vWF,LY30,K and R were influencing factors for thrombosis in the elderly CHF patients with LRTI(P＜0.05,P＜0.01).The AUC value of the multivariate logistic regression model and XGBoost model in predicting thrombosis in the patients was 0.915(95％CI:0.861-0.986)and 0.894(95％CI:0.841-0.971),respectively,with a sensitivity of 85.40％and 88.90％and a specificity of 96.50％and 82.30％,respectively.There was no statistical difference in AUC value between the two models(Z=0.573,P=0.678).Hosmer Lemeshow test showed the differences were not significant in the calibration curves of the multivariate logistic regression model and XGBoost model(x2=0.485,P=0.452;x2=0.669,P=0.335).Conclusion Multivari-ate logistic regression model and XGBoost model show equivalent efficacy in predicting thrombo-sis in CHF patients with LRTI.Abnormal levels of NLR,CRP,D-D,vWF,LY30,K,and R are im-portant factors affecting thrombosis in these elderly patients.