1.Comprehensive geriatric assessment-based screening and integrated intervention for osteosarcopenia risk factors in older adults: an application analysis in patients aged ≥80 years
Tian ZHANG ; Jiangming SHA ; Liming JIANG ; Quanzhong YIN ; Yihang GU
Chinese Journal of Clinical Medicine 2025;32(3):479-485
Objective To explore the utility of comprehensive geriatric assessment (CGA) in screening risk factors for osteosarcopenia (OS) among older adults (≥80 years old) and to evaluate the therapeutic efficacy of CGA-guided integrated interventions for OS. Methods A total of 420 patients aged ≥80 years, recruited from the Department of Geriatrics, General Practice of The Affiliated Jiangyin Hospital of Nantong University, and community health centers from January 2022 to October 2024, were enrolled. Participants were classified into OS (n=139) and non-OS (n=281) groups based on diagnostic criteria. CGA was utilized to compare differences in general characteristics, laboratory indicators, comorbidities between groups. Binary logistic regression analysis identified independent risk and protective factors. Subsequently, 40 OS patients were randomly assigned to an intervention group (n=20) receiving integrated interventions including nutritional support, exercise training, and psychological management or a control group (n=20, receiving routine care). Appendicular skeletal muscle mass index (ASMI), grip strength, gait speed, and bone mineral density (BMD) T-score were compared between groups after 3 months. Results The prevalence of OS in this cohort was 33.1%. Compared to the non-OS group, the OS group exhibited significant differences in age, body mass index (BMI), smoking history, comorbidity index, concomitant medication, cognitive impairment, visual and hearing impairment, sleep disorders, depression, marital status, social participation, activities of daily living, nutritional risk, total cholesterol, uric acid, and constipation (P<0.05). Logistic regression analysis identified age and comorbidity index as significant risk factors for OS, while BMI, married status, total cholesterol, and activities of daily living (assisted and independent) served as protective factors. The intervention group demonstrated significant improvements in grip strength, gait speed, BMD T-score, and male ASMI compared to controls (P<0.05). Conclusions CGA demonstrates clinical utility in systematically identifying risk factors for OS in the old population. Multimodal interventions guided by CGA effectively improve musculoskeletal function in elderly OS patients.
2.Comparative efficacy of early versus delayed reconstruction of anterior cruciate ligament ruptures under arthroscopy
Jiankang ZENG ; Yingjia ZHOU ; Jiahuan LI ; Fei TAN ; Peijie LI ; Jiangming ZHANG ; Kai ZHANG ; Jing WANG ; Yongjie QIAO ; Shuo YE ; Chenpo DANG ; Shenghu ZHOU
Chinese Journal of Trauma 2025;41(6):572-579
Objective:To compare the efficacy of early versus delayed reconstruction of anterior cruciate ligament (ACL) ruptures under arthroscopy.Methods:A retrospective cohort study was conducted to analyze the clinical data of 260 young adults with ACL ruptures admitted to 940th Hospital of Joint Logistic Support Force of PLA from January 2022 to June 2024, including 171 males and 89 females, aged 18-45 years [(25.6±5.9)years]. Left knee was involved in 127 patients, while the right in 133 patients. All the patients underwent arthroscopic ACL reconstruction with autologous tendon grafts, of whom 130 patients were treated within 3 months after injury (early reconstruction group) but other 130 treated at 3 months after injury (delayed reconstruction group). The operative duration and intraoperative bleeding were compared between the two groups. The incidence of medial meniscus (MM) and lateral meniscus (LM) tears and the incidence of corresponding types of tears were recorded intraoperatively in the two groups. Tegner score and Lysholm score preoperatively, at 3 months postoperatively, and at the last follow-up were detected. Visual analogue scale (VAS) scores at 3 months postoperatively and at the last follow-up and postoperative complication rate were compared between the two groups.Results:All the patients were followed up for 6-15 months [(9.1±3.2)months]. There were no significant differences in operative duration or intraoperative bleeding between the two groups ( P>0.05). The incidence of MM tears in the early reconstruction group was 22.3% (29/130), lower than 34.6% (45/130) in the delayed reconstruction group ( P<0.05). There was no significant difference in the incidence of LM tears between the two groups ( P>0.05). The incidence of MM bucket-handle tears in the early reconstruction group was 2.3% (3/130), lower than 9.2% (12/130) in the delayed reconstruction group ( P<0.05), while no significant difference in the incidence of other types of meniscus tears was found between the two groups ( P>0.05). There were no significant differences in Tegner score or Lysholm score preoperatively between the two groups ( P>0.05). At 3 months postoperatively and at the last follow-up, the Tegner scores in the early reconstruction group were (7.4±1.3)points and (8.6±0.7)points, higher than (6.4±1.5)points and (7.9±0.6)points in the delayed reconstruction group and the Lysholm scores were (82.1±7.1)points and (90.7±3.8)points in the early reconstruction group, higher than (79.5±6.8)points and (86.3±4.0)points in the delayed reconstruction group ( P<0.01). There were no significant differences in VAS scores between the two groups at 3 months postoperatively or at the last follow-up ( P>0.05). The postoperative complication rate was 8.5% (11/130) in the early reconstruction group and 12.3% (16/130) in the delayed reconstruction group ( P>0.05). Conclusion:For young patients with ACL rupture, arthroscopic reconstruction within 3 months after injury can reduce the incidence of MM tear and bucket-handle tear and improve knee function without increasing the incidence of other complications when compared with delayed reconstruction at 3 months after injury.
3.Research on surgical treatment strategies for Mason type III radial head fracture complicated with adult Bado type II Monteggia fracture
Dawei ZHANG ; Honghao CHEN ; Kun WANG ; Jiangming QI ; Yugang PAN ; Shijun ZHENG ; Aiguo WANG ; Yejun ZHA ; Maoqi GONG ; Dongsheng LI
Chinese Journal of Orthopaedics 2025;45(13):848-855
Objective:To explore the surgical treatment strategies for Mason type III radial head fractures complicated with adult Bado type II Monteggia fractures.Methods:A retrospective analysis was performed on the clinical data of 25 adult patients with Mason type III radial head fractures complicated with adult Bado type II Monteggia fractures, admitted to the Upper Extremity Orthopaedics Department of Zhengzhou Orthopaedic Hospital from June 2013 to June 2023. There were 15 males and 10 females, with an average age of 43.5±14.7 years (range: 20-67 years). Among them, 5 cases were complicated with humeroulnar joint dislocation. The patients were divided into two groups: 17 cases were treated with open reduction and internal fixation (ORIF) of radial head fractures combined with ORIF of proximal ulnar fractures (open reduction group), and 8 cases were treated with radial head replacement combined with ORIF of proximal ulnar fractures (radial head replacement group). At the last follow-up, elbow joint range of motion was recorded, and pain, elbow function, and subjective upper limb function were evaluated using the Visual Analogue Scale (VAS), Mayo Elbow Performance Score (MEPS), and Disabilities of the Arm, Shoulder and Hand (DASH) scale. The incidence of complications was also recorded.Results:All 25 patients were followed up for an average of 25.6±9.0 months (range: 12-45 months). At the last follow-up, the affected elbows in the open reduction group had a flexion of 124.47°±12.59° (range, 90°-140°), extension of 21.12°±10.07° (range, 10°-50°), pronation of 48.59°±11.62° (range, 20°-61°), and supination of 48.53°±8.43° (range, 30°-60°). In the radial head replacement group, the affected elbows showed flexion of 128.75°±13.17° (range, 100°-140°), extension of 14.00°±7.71° (range, 0°-25°), pronation of 61.25°±10.26° (range, 60°-80°), and supination of 71.88°±10.33° (range, 60°-80°). The MEPS score in the open reduction group was 82(75, 85) points (range, 55-90 points), the VAS pain score was 1(1, 2) points (range, 0-3 points), and the DASH score was 9(8, 14) points. In the radial head replacement group, the MEPS score was 90(85, 90) points (range, 85-90 points), the VAS pain score was 1(0, 1) points (range, 0-1 points), and the DASH score was 5(5, 6) points. Complications included 5 cases of heterotopic ossification, 1 case of incision infection, 1 case of nonunion, 1 case of ulnar nerve injury combined with traumatic arthritis, and 1 case of proximal radioulnar bone bridge formation.Conclusions:Both radial head replacement and open reduction internal fixation combined with proximal ulnar fracture fixation can effectively treat Mason type III radial head fractures complicated with adult Bado type II Monteggia fractures. There was no significant difference in postoperative flexion and extension, but the radial head replacement group demonstrated better forearm rotation and DASH scores postoperatively.
4.Correlation between ADGRG5 expression and clinical prognosis and immune response in pancreatic adenocarcinoma
Jiangming ZHONG ; Deyu LI ; Guifeng ZHANG ; Qiao CHEN ; Li LIN ; Zhenhua LIU
Chinese Journal of Immunology 2025;41(1):157-162
Objective:To investigate relationship between expression of ADGRG5 and clinical prognosis and immune response in pancreatic adenocarcinoma(PAAD).Methods:ADGRG5 expression in PAAD and normal tissues were compared by Wilcoxon rank sum test.Diagnostic value of ADGRG5 was evaluated by ROC curve in PAAD.Kaplan-Meier method and Cox regres-sion analysis were used to evaluate prognostic factors.Gene set enrichment analysis(GSEA)and immune infiltration analysis were applied to annotate biological function of ADGRG5.Results:ADGRG5 expression in PAAD was significantly higher than normal tissue(P=2.8e-32).ADGRG5 had significant diagnostic and prognostic ability for PAAD(AUC=0.866).High ADGRG5 expression predicted a good progress free interval(PFI)(P=0.01),and expression of ADGRG5 was independently associated with PFI(HR:0.656,95%CI:0.433~0.972,P=0.035).ADGRG5 expression was related to regulation of immunomodulatory pathway and function of some types of immune infiltrating cells.Conclusion:Increased ADGRG5 may be a potential biomarker for PAAD diagnosis and prognosis,which affects prognosis of PAAD patients and significantly correlated with immune infiltration.
5.Construction of a preoperative prediction model for post-hepatectomy liver failure in patients with large hepatocellular carcinoma
Zhaowen ZHANG ; Xinyuan HU ; Zixiang CHEN ; Jiangming CHEN ; Xiaoping GENG ; Fubao LIU
Chinese Journal of General Surgery 2025;34(7):1390-1400
Background and Aims:Hepatocellular carcinoma(HCC)is the most prevalent type of liver malignancy,accounting for 80%of all primary liver cancer cases.Partial hepatectomy is widely considered to be the treatment of choice for HCC.However,post-hepatectomy liver failure(PHLF)is the most serious complication and the leading cause of perioperative death.Therefore,an accurate assessment of the risk of PHLF is particularly critical.Patients with large hepatocellular carcinoma have larger tumors(tumor diameter≥5 cm)and more resected liver tissue,and are more likely to develop PHLF.Previous studies have used various methods to assess the risk of PHLF,including liver function,Child-Pugh classification,model for end-stage liver disease,albumin-bilirubin(ALBI),and aspartate aminotransferase-to-platelet ratio index score.However,no model has been developed for data on hepatectomy for large HCC.Therefore,this study aims to analyze the risk factors of PHLF in HCC patients with large tumor and to construct a preoperative nomogram prediction model to guide and optimize clinical decision-making.Methods:The clinical data of 927 patients with large liver cancer who underwent radical hepatectomy in the First Affiliated Hospital of Anhui Medical University(721 cases,training cohort)and the Second Affiliated Hospital of Anhui Medical University(206 cases,validation cohort)from January 2018 to June 2023 were retrospectively collected.The patients'baseline data,laboratory examination,imaging data,and surgical information were collected.Univariate analysis combined with multivariate analysis was used to screen out the independent risk factors for inducing PHLF,and binary Logistic regression was used to construct a prediction model for PHLF.ROC,calibration,and clinical decision curves verified the model's performance.Results:There were no significant differences in all preoperative data between the training and validation cohorts(P>0.05).Grade B or C PHLF occurred in 192 of 927 patients(20.7%),including 8 patients with grade C PHLF.Univariate and multivariate Logistic regression analyses were used to determine the independent risk factors of PHLF,including tumor diameter,ALBI score,liver cirrhosis,vascular tumor thrombus,and intraoperative blood loss.These factors were included in the Logistic regression analysis,and a nomogram model was constructed to predict PHLF.The nomogram model was validated,and the C-index of the nomogram was 0.757.The ROC curve analysis of the prediction probability of the model showed that the AUC of the training set was 0.757(95%CI=0.703-0.811),and the AUC of the validation set was 0.779(95%CI=0.702-0.863).The validation showed that the model had good predictive ability.Conclusions:Tumor diameter,ALBI score,liver cirrhosis,vascular tumor thrombus,and intraoperative blood loss are independent risk factors for PHLF.The nomogram prediction model constructed in this study can accurately assess the risk of preoperative PHLF,which is helpful for better clinical management,reducing the occurrence of PHLF,and improving the postoperative prognosis of patients.
6.Research on surgical treatment strategies for Mason type III radial head fracture complicated with adult Bado type II Monteggia fracture
Dawei ZHANG ; Honghao CHEN ; Kun WANG ; Jiangming QI ; Yugang PAN ; Shijun ZHENG ; Aiguo WANG ; Yejun ZHA ; Maoqi GONG ; Dongsheng LI
Chinese Journal of Orthopaedics 2025;45(13):848-855
Objective:To explore the surgical treatment strategies for Mason type III radial head fractures complicated with adult Bado type II Monteggia fractures.Methods:A retrospective analysis was performed on the clinical data of 25 adult patients with Mason type III radial head fractures complicated with adult Bado type II Monteggia fractures, admitted to the Upper Extremity Orthopaedics Department of Zhengzhou Orthopaedic Hospital from June 2013 to June 2023. There were 15 males and 10 females, with an average age of 43.5±14.7 years (range: 20-67 years). Among them, 5 cases were complicated with humeroulnar joint dislocation. The patients were divided into two groups: 17 cases were treated with open reduction and internal fixation (ORIF) of radial head fractures combined with ORIF of proximal ulnar fractures (open reduction group), and 8 cases were treated with radial head replacement combined with ORIF of proximal ulnar fractures (radial head replacement group). At the last follow-up, elbow joint range of motion was recorded, and pain, elbow function, and subjective upper limb function were evaluated using the Visual Analogue Scale (VAS), Mayo Elbow Performance Score (MEPS), and Disabilities of the Arm, Shoulder and Hand (DASH) scale. The incidence of complications was also recorded.Results:All 25 patients were followed up for an average of 25.6±9.0 months (range: 12-45 months). At the last follow-up, the affected elbows in the open reduction group had a flexion of 124.47°±12.59° (range, 90°-140°), extension of 21.12°±10.07° (range, 10°-50°), pronation of 48.59°±11.62° (range, 20°-61°), and supination of 48.53°±8.43° (range, 30°-60°). In the radial head replacement group, the affected elbows showed flexion of 128.75°±13.17° (range, 100°-140°), extension of 14.00°±7.71° (range, 0°-25°), pronation of 61.25°±10.26° (range, 60°-80°), and supination of 71.88°±10.33° (range, 60°-80°). The MEPS score in the open reduction group was 82(75, 85) points (range, 55-90 points), the VAS pain score was 1(1, 2) points (range, 0-3 points), and the DASH score was 9(8, 14) points. In the radial head replacement group, the MEPS score was 90(85, 90) points (range, 85-90 points), the VAS pain score was 1(0, 1) points (range, 0-1 points), and the DASH score was 5(5, 6) points. Complications included 5 cases of heterotopic ossification, 1 case of incision infection, 1 case of nonunion, 1 case of ulnar nerve injury combined with traumatic arthritis, and 1 case of proximal radioulnar bone bridge formation.Conclusions:Both radial head replacement and open reduction internal fixation combined with proximal ulnar fracture fixation can effectively treat Mason type III radial head fractures complicated with adult Bado type II Monteggia fractures. There was no significant difference in postoperative flexion and extension, but the radial head replacement group demonstrated better forearm rotation and DASH scores postoperatively.
7.Construction of a preoperative prediction model for post-hepatectomy liver failure in patients with large hepatocellular carcinoma
Zhaowen ZHANG ; Xinyuan HU ; Zixiang CHEN ; Jiangming CHEN ; Xiaoping GENG ; Fubao LIU
Chinese Journal of General Surgery 2025;34(7):1390-1400
Background and Aims:Hepatocellular carcinoma(HCC)is the most prevalent type of liver malignancy,accounting for 80%of all primary liver cancer cases.Partial hepatectomy is widely considered to be the treatment of choice for HCC.However,post-hepatectomy liver failure(PHLF)is the most serious complication and the leading cause of perioperative death.Therefore,an accurate assessment of the risk of PHLF is particularly critical.Patients with large hepatocellular carcinoma have larger tumors(tumor diameter≥5 cm)and more resected liver tissue,and are more likely to develop PHLF.Previous studies have used various methods to assess the risk of PHLF,including liver function,Child-Pugh classification,model for end-stage liver disease,albumin-bilirubin(ALBI),and aspartate aminotransferase-to-platelet ratio index score.However,no model has been developed for data on hepatectomy for large HCC.Therefore,this study aims to analyze the risk factors of PHLF in HCC patients with large tumor and to construct a preoperative nomogram prediction model to guide and optimize clinical decision-making.Methods:The clinical data of 927 patients with large liver cancer who underwent radical hepatectomy in the First Affiliated Hospital of Anhui Medical University(721 cases,training cohort)and the Second Affiliated Hospital of Anhui Medical University(206 cases,validation cohort)from January 2018 to June 2023 were retrospectively collected.The patients'baseline data,laboratory examination,imaging data,and surgical information were collected.Univariate analysis combined with multivariate analysis was used to screen out the independent risk factors for inducing PHLF,and binary Logistic regression was used to construct a prediction model for PHLF.ROC,calibration,and clinical decision curves verified the model's performance.Results:There were no significant differences in all preoperative data between the training and validation cohorts(P>0.05).Grade B or C PHLF occurred in 192 of 927 patients(20.7%),including 8 patients with grade C PHLF.Univariate and multivariate Logistic regression analyses were used to determine the independent risk factors of PHLF,including tumor diameter,ALBI score,liver cirrhosis,vascular tumor thrombus,and intraoperative blood loss.These factors were included in the Logistic regression analysis,and a nomogram model was constructed to predict PHLF.The nomogram model was validated,and the C-index of the nomogram was 0.757.The ROC curve analysis of the prediction probability of the model showed that the AUC of the training set was 0.757(95%CI=0.703-0.811),and the AUC of the validation set was 0.779(95%CI=0.702-0.863).The validation showed that the model had good predictive ability.Conclusions:Tumor diameter,ALBI score,liver cirrhosis,vascular tumor thrombus,and intraoperative blood loss are independent risk factors for PHLF.The nomogram prediction model constructed in this study can accurately assess the risk of preoperative PHLF,which is helpful for better clinical management,reducing the occurrence of PHLF,and improving the postoperative prognosis of patients.
8.Correlation between ADGRG5 expression and clinical prognosis and immune response in pancreatic adenocarcinoma
Jiangming ZHONG ; Deyu LI ; Guifeng ZHANG ; Qiao CHEN ; Li LIN ; Zhenhua LIU
Chinese Journal of Immunology 2025;41(1):157-162
Objective:To investigate relationship between expression of ADGRG5 and clinical prognosis and immune response in pancreatic adenocarcinoma(PAAD).Methods:ADGRG5 expression in PAAD and normal tissues were compared by Wilcoxon rank sum test.Diagnostic value of ADGRG5 was evaluated by ROC curve in PAAD.Kaplan-Meier method and Cox regres-sion analysis were used to evaluate prognostic factors.Gene set enrichment analysis(GSEA)and immune infiltration analysis were applied to annotate biological function of ADGRG5.Results:ADGRG5 expression in PAAD was significantly higher than normal tissue(P=2.8e-32).ADGRG5 had significant diagnostic and prognostic ability for PAAD(AUC=0.866).High ADGRG5 expression predicted a good progress free interval(PFI)(P=0.01),and expression of ADGRG5 was independently associated with PFI(HR:0.656,95%CI:0.433~0.972,P=0.035).ADGRG5 expression was related to regulation of immunomodulatory pathway and function of some types of immune infiltrating cells.Conclusion:Increased ADGRG5 may be a potential biomarker for PAAD diagnosis and prognosis,which affects prognosis of PAAD patients and significantly correlated with immune infiltration.
9.Comparative efficacy of early versus delayed reconstruction of anterior cruciate ligament ruptures under arthroscopy
Jiankang ZENG ; Yingjia ZHOU ; Jiahuan LI ; Fei TAN ; Peijie LI ; Jiangming ZHANG ; Kai ZHANG ; Jing WANG ; Yongjie QIAO ; Shuo YE ; Chenpo DANG ; Shenghu ZHOU
Chinese Journal of Trauma 2025;41(6):572-579
Objective:To compare the efficacy of early versus delayed reconstruction of anterior cruciate ligament (ACL) ruptures under arthroscopy.Methods:A retrospective cohort study was conducted to analyze the clinical data of 260 young adults with ACL ruptures admitted to 940th Hospital of Joint Logistic Support Force of PLA from January 2022 to June 2024, including 171 males and 89 females, aged 18-45 years [(25.6±5.9)years]. Left knee was involved in 127 patients, while the right in 133 patients. All the patients underwent arthroscopic ACL reconstruction with autologous tendon grafts, of whom 130 patients were treated within 3 months after injury (early reconstruction group) but other 130 treated at 3 months after injury (delayed reconstruction group). The operative duration and intraoperative bleeding were compared between the two groups. The incidence of medial meniscus (MM) and lateral meniscus (LM) tears and the incidence of corresponding types of tears were recorded intraoperatively in the two groups. Tegner score and Lysholm score preoperatively, at 3 months postoperatively, and at the last follow-up were detected. Visual analogue scale (VAS) scores at 3 months postoperatively and at the last follow-up and postoperative complication rate were compared between the two groups.Results:All the patients were followed up for 6-15 months [(9.1±3.2)months]. There were no significant differences in operative duration or intraoperative bleeding between the two groups ( P>0.05). The incidence of MM tears in the early reconstruction group was 22.3% (29/130), lower than 34.6% (45/130) in the delayed reconstruction group ( P<0.05). There was no significant difference in the incidence of LM tears between the two groups ( P>0.05). The incidence of MM bucket-handle tears in the early reconstruction group was 2.3% (3/130), lower than 9.2% (12/130) in the delayed reconstruction group ( P<0.05), while no significant difference in the incidence of other types of meniscus tears was found between the two groups ( P>0.05). There were no significant differences in Tegner score or Lysholm score preoperatively between the two groups ( P>0.05). At 3 months postoperatively and at the last follow-up, the Tegner scores in the early reconstruction group were (7.4±1.3)points and (8.6±0.7)points, higher than (6.4±1.5)points and (7.9±0.6)points in the delayed reconstruction group and the Lysholm scores were (82.1±7.1)points and (90.7±3.8)points in the early reconstruction group, higher than (79.5±6.8)points and (86.3±4.0)points in the delayed reconstruction group ( P<0.01). There were no significant differences in VAS scores between the two groups at 3 months postoperatively or at the last follow-up ( P>0.05). The postoperative complication rate was 8.5% (11/130) in the early reconstruction group and 12.3% (16/130) in the delayed reconstruction group ( P>0.05). Conclusion:For young patients with ACL rupture, arthroscopic reconstruction within 3 months after injury can reduce the incidence of MM tear and bucket-handle tear and improve knee function without increasing the incidence of other complications when compared with delayed reconstruction at 3 months after injury.
10.Analysis of 28 day-mortality risk factors in sepsis patients and construction and validation of predictive model
Huijuan SHAO ; Yan WANG ; Hongwei ZHANG ; Yapeng ZHOU ; Jiangming ZHANG ; Haoqi YAO ; Dong LIU ; Dongmei LIU
Chinese Critical Care Medicine 2024;36(5):478-484
Objective:To construct and validate a nomogram model for predicting the risk of 28-day mortality in sepsis patients.Methods:A retrospective cohort study was conducted. 281 sepsis patients admitted to the department of intensive care unit (ICU) of the 940th Hospital of the Joint Logistics Support Force of PLA from January 2017 to December 2022 were selected as the research subjects. The patients were divided into a training set (197 cases) and a validation set (84 cases) according to a 7∶3 ratio. The general information, clinical treatment measures and laboratory examination results within 24 hours after admission to ICU were collected. Patients were divided into survival group and death group based on 28-day outcomes. The differences in various data were compared between the two groups. The optimal predictive variables were selected using Lasso regression, and univariate and multivariate Logistic regression analyses were performed to identify factors influencing the mortality of sepsis patients and to establish a nomogram model. Receiver operator characteristic curve (ROC curve), calibration curve, decision curve analysis (DCA), and clinical impact curve (CIC) were used to evaluate the nomogram model.Results:Out of 281 cases of sepsis, 82 cases died with a mortality of 29.18%. The number of patients who died in the training and validation sets was 54 and 28, with a mortality of 27.41% and 33.33% respectively. Lasso regression, univariate and multivariate Logistic regression analysis screened for 5 independent predictors associated with 28-day mortality. There were use of vasoactive drugs [odds ratio ( OR) = 5.924, 95% confidence interval (95% CI) was 1.244-44.571, P = 0.043], acute physiology and chronic health evaluation Ⅱ (APACHEⅡ: OR = 1.051, 95% CI was 1.000-1.107, P = 0.050), combined with multiple organ dysfunction syndrome (MODS: OR = 17.298, 95% CI was 5.517-76.985, P < 0.001), neutrophil count (NEU: OR = 0.934, 95% CI was 0.879-0.988, P = 0.022) and oxygenation index (PaO 2/FiO 2: OR = 0.994, 95% CI was 0.988-0.998, P = 0.017). A nomogram model was constructed using the independent predictive factors mentioned above, ROC curve analysis showed that the AUC of the nomogram model was 0.899 (95% CI was 0.856-0.943) and 0.909 (95% CI was 0.845-0.972) for the training and validation sets respectively. The C-index was 0.900 and 0.920 for the training and validation sets respectively, with good discrimination. The Hosmer-Lemeshoe tests both showed P > 0.05, indicating good calibration. Both DCA and CIC plots demonstrate the model's good clinical utility. Conclusions:The use of vasoactive, APACHEⅡ score, comorbid MODS, NEU and PaO 2/FiO 2 are independent risk factors for 28-day mortality in patients with sepsis. The nomogram model based on these 5 indicators has a good predictive ability for the occurrence of mortality in sepsis patients.

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