1.Clinical application value of nutritional control status score combined with prognostic nutritional index in evaluating the risk of anemia in elderly colorectal cancer patients
Cuicui WANG ; Wantong QIAO ; Junying YAO ; Qian LI ; Weige GAO ; Min FAN
The Journal of Practical Medicine 2025;41(17):2696-2704
Objective This study aimed to assess the clinical utility of combining the Controlling Nutri-tional Status(CONUT)score with the Prognostic Nutritional Index(PNI)for evaluating anemia risk in elderly colorectal cancer patients and to establish a risk prediction model.Methods A total of 661 elderly colorectal cancer patients treated at Xinjiang Uygur Autonomous Region People's Hospital from July 2018 to March 2025 were included in this retrospective study.Patients were categorized into anemic and non-anemic groups and randomly assigned to a training set and validation set at a 7:3 ratio.The XGBoost algorithm was applied to develop a predictive model for anemia risk,and its performance was assessed using the receiver operating characteristic(ROC)curve.SHAP value visualization,and other methods.Results Among the 661 patients,257(38.9%)were diagnosed with anemia.Compared with the non-anemic group,patients in the anemic group had significantly lower levels of PNI and albumin,but higher CONUT scores and blood urea nitrogen levels.Additionally,the anemic group had higher proportions of tumor diameter≥5 cm,poorly differentiated tumors,and stage Ⅲ-Ⅳ disease(all P<0.05).The XGBoost model demonstrated good discriminatory ability,with an AUC of 0.897(95%CI:0.868~0.925).SHAP value analysis identified PNI,CONUT score,albumin,blood urea nitrogen,TNM stage,tumor differentiation,and tumor size as major contributing variables.PNI and albumin were protective factors,whereas CONUT score,blood urea nitrogen,and tumor-related features were risk factors.Conclusion Nutritional indicators such as PNI and CONUT score,along with tumor characteristics,can effectively predict the risk of anemia in elderly patients with colorectal cancer.The XGBoost-based predictive model demonstrates high discriminatory power and good inter-pretability,providing valuable support for early screening of high-risk patients and guiding individualized nutri-tional interventions and anemia management.
2.Clinical application value of nutritional control status score combined with prognostic nutritional index in evaluating the risk of anemia in elderly colorectal cancer patients
Cuicui WANG ; Wantong QIAO ; Junying YAO ; Qian LI ; Weige GAO ; Min FAN
The Journal of Practical Medicine 2025;41(17):2696-2704
Objective This study aimed to assess the clinical utility of combining the Controlling Nutri-tional Status(CONUT)score with the Prognostic Nutritional Index(PNI)for evaluating anemia risk in elderly colorectal cancer patients and to establish a risk prediction model.Methods A total of 661 elderly colorectal cancer patients treated at Xinjiang Uygur Autonomous Region People's Hospital from July 2018 to March 2025 were included in this retrospective study.Patients were categorized into anemic and non-anemic groups and randomly assigned to a training set and validation set at a 7:3 ratio.The XGBoost algorithm was applied to develop a predictive model for anemia risk,and its performance was assessed using the receiver operating characteristic(ROC)curve.SHAP value visualization,and other methods.Results Among the 661 patients,257(38.9%)were diagnosed with anemia.Compared with the non-anemic group,patients in the anemic group had significantly lower levels of PNI and albumin,but higher CONUT scores and blood urea nitrogen levels.Additionally,the anemic group had higher proportions of tumor diameter≥5 cm,poorly differentiated tumors,and stage Ⅲ-Ⅳ disease(all P<0.05).The XGBoost model demonstrated good discriminatory ability,with an AUC of 0.897(95%CI:0.868~0.925).SHAP value analysis identified PNI,CONUT score,albumin,blood urea nitrogen,TNM stage,tumor differentiation,and tumor size as major contributing variables.PNI and albumin were protective factors,whereas CONUT score,blood urea nitrogen,and tumor-related features were risk factors.Conclusion Nutritional indicators such as PNI and CONUT score,along with tumor characteristics,can effectively predict the risk of anemia in elderly patients with colorectal cancer.The XGBoost-based predictive model demonstrates high discriminatory power and good inter-pretability,providing valuable support for early screening of high-risk patients and guiding individualized nutri-tional interventions and anemia management.
3.Effect of continuous large-volume hemofiltration combined with somatostatin on the prognosis of patients with acute severe pancreatitis
Nan WANG ; Xiaoyan ZHANG ; Yu SUN ; Weige GAO
Chinese Journal of Postgraduates of Medicine 2023;46(12):1095-1099
Objective:To explore the effect of continuous large-volume hemofiltration combined with somatostatin on the prognosis of patients with acute severe pancreatitis.Methods:A total of 106 patients with acute severe pancreatitis who were treated in the People′s Hospital of Xinjiang Uygur Autonomous Region from October 2019 to October 2021 were enrolled retrospectively and they were divided into drug group (53 cases) and filtration group (53 cases) according to different treatment methods. The patients in the drug group were given somatostatin instillation on the basis of routine treatment, and the patients in the filtration group were given continuous large-volume hemofiltration therapy on the basis of the drug group. The serum amylase level, clinical efficacy, clinical indicators and prognosis were compared between the two groups.Results:After treatment for 3 d and 1 week, the levels of serum amylase in the drug group were lower than those in the filtration group: (385.62 ± 15.57) U/L vs.(426.83 ± 18.21) U/L, (110.75 ± 7.68) U/L vs. (162.74 ± 9.12) U/L, there were statistical differences ( P<0.05). The total effective rate in the filtration group was higher than that in the drug group: 90.57%(48/53) vs. 75.47%(40/53), χ2 = 4.28, P<0.05. The hospitalization time, gastrointestinal decompression time and recovery time of bowel sounds in the filtration group were shorter than those in the drug group: (17.21 ± 4.01) d vs. (20.56 ± 4.57) d, (5.46 ± 1.56) d vs. (7.98 ± 1.79) d, (5.43 ± 2.11) d vs. (6.78 ± 2.54) d, there were statistical differences ( P<0.05). After treatment for 3 d and 1 week, the scores of gastrointestinal function and acute physiology and chronic health assessment (APACHE) Ⅱ in the filtration group were lower than those in the drug group: after treatment for 3 d: (1.64 ± 0.35) scores vs. (1.89 ± 0.41) scores, (23.42 ± 2.71) scores vs. (27.62 ± 3.01) scores; after treatment for 1 week: (0.67 ± 0.21) scores vs. (1.01 ± 0.32) scores, (9.78 ± 1.21) scores vs. (15.62 ± 1.58) scores, there were statistical differences ( P<0.05). After treatment for 28 d, the fatality rate in the filtration group was lower than that in the drug group: 5.66%(3/53) vs. 20.75%(11/53), χ2 = 5.27, P<0.05. Conclusions:Bedside continuous bulk hemofiltration with somatostatin in the treatment of severe acute pancreatitis can effectively reduce the serum amylase level, promote the recovery of gastrointestinal function, improve the clinical symptoms and prognosis.

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