A nomogram model based on SII, AFR, and NLR to predict infectious complications of laparoscopic hysterectomy for cervical cancer.

IF 2.5 3区 医学 Q3 ONCOLOGY World Journal of Surgical Oncology Pub Date : 2024-07-24 DOI:10.1186/s12957-024-03489-0
Hailin Xing, Donglan Yuan, Yabin Zhu, Lin Jiang
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Abstract

Background: This study aimed to investigate the potential risk factors associated with postoperative infectious complications following laparoscopic hysterectomy for cervical cancer and to develop a prediction model based on these factors.

Methods: This study enrolled patients who underwent selective laparoscopic hysterectomy for cervical cancer between 2019 and 2024. A multivariate regression analysis was performed to identify independent risk factors associated with postoperative infectious complications. A nomogram prediction model was subsequently constructed and evaluated using R software.

Results: Out of 301 patients were enrolled and 38 patients (12.6%) experienced infectious complications within one month postoperatively. Six variables were independent risk factors for postoperative infectious complications: age ≥ 60 (OR: 3.06, 95% confidence interval (CI): 1.06-8.79, P = 0.038), body mass index (BMI) ≥ 24.0 (OR: 3.70, 95%CI: 1.4-9.26, P = 0.005), diabetes (OR: 2.91, 95% CI: 1.10-7.73, P = 0.032), systemic immune-inflammation index (SII) ≥ 830 (OR: 6.95, 95% CI: 2.53-19.07, P < 0.001), albumin-to-fibrinogen ratio (AFR) < 9.25 (OR: 4.94, 95% CI: 2.02-12.07, P < 0.001), and neutrophil-to-lymphocyte ratio (NLR) ≥ 3.45 (OR: 7.53, 95% CI: 3.04-18.62, P < 0.001). Receiver operator characteristic (ROC) curve analysis indicated an area under the curve (AUC) of this nomogram model of 0.928, a sensitivity of 81.0%, and a specificity of 92.1%.

Conclusions: The nomogram model, incorporating age, BMI, diabetes, SII, AFR, and NLR, demonstrated strong predictive capabilities for postoperative infectious complications following laparoscopic hysterectomy for cervical cancer.

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基于 SII、AFR 和 NLR 的提名图模型,用于预测宫颈癌腹腔镜子宫切除术的感染性并发症。
背景:本研究旨在调查宫颈癌腹腔镜子宫切除术后感染并发症的潜在风险因素,并根据这些因素建立预测模型:本研究旨在调查与宫颈癌腹腔镜子宫切除术后感染并发症相关的潜在风险因素,并根据这些因素建立预测模型:本研究招募了2019年至2024年期间接受宫颈癌选择性腹腔镜子宫切除术的患者。进行了多变量回归分析,以确定与术后感染性并发症相关的独立风险因素。随后使用 R 软件构建并评估了一个提名图预测模型:301名患者中,有38名患者(12.6%)在术后一个月内出现感染并发症。六个变量是术后感染并发症的独立风险因素:年龄≥ 60(OR:3.06,95% 置信区间(CI):1.06-8.79,P = 0.038)、体重指数(BMI)≥ 24.0(OR:3.70,95%CI:1.4-9.26,P=0.005)、糖尿病(OR:2.91,95%CI:1.10-7.73,P=0.032)、全身免疫炎症指数(SII)≥830(OR:6.95,95%CI:2.53-19.07,P 结论:该模型将年龄、免疫炎症指数和全身免疫炎症指数结合在一起:包含年龄、体重指数、糖尿病、SII、AFR 和 NLR 的提名图模型对宫颈癌腹腔镜子宫切除术后感染并发症具有很强的预测能力。
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来源期刊
CiteScore
4.70
自引率
15.60%
发文量
362
审稿时长
3 months
期刊介绍: World Journal of Surgical Oncology publishes articles related to surgical oncology and its allied subjects, such as epidemiology, cancer research, biomarkers, prevention, pathology, radiology, cancer treatment, clinical trials, multimodality treatment and molecular biology. Emphasis is placed on original research articles. The journal also publishes significant clinical case reports, as well as balanced and timely reviews on selected topics. Oncology is a multidisciplinary super-speciality of which surgical oncology forms an integral component, especially with solid tumors. Surgical oncologists around the world are involved in research extending from detecting the mechanisms underlying the causation of cancer, to its treatment and prevention. The role of a surgical oncologist extends across the whole continuum of care. With continued developments in diagnosis and treatment, the role of a surgical oncologist is ever-changing. Hence, World Journal of Surgical Oncology aims to keep readers abreast with latest developments that will ultimately influence the work of surgical oncologists.
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