A prognostic nomogram for recurrence survival in post-surgical patients with varicose veins of the lower extremities

被引:6
作者
Hu, Hai [1 ]
Hu, Lili [2 ]
Deng, Ziqing [1 ]
Jiang, Qihua [1 ,3 ]
机构
[1] Third Hosp Nanchang, Dept Gen Surg, 2 Xiangshan South Rd, Nanchang, Jiangxi, Peoples R China
[2] Third Hosp Nanchang, Dept Pediat, Nanchang, Peoples R China
[3] Third Hosp Nanchang, Dept Breast Surg, Nanchang, Peoples R China
关键词
Varicose veins of the lower extremities; Recurrence survival; Prognostic model; Nomogram; LASSO regression; THERAPY; EPIDEMIOLOGY; SURGERY; TRIAL;
D O I
10.1038/s41598-024-55812-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Varicose veins of the lower extremities (VVLEs) are prevalent globally. This study aims to identify prognostic factors and develop a prediction model for recurrence survival (RS) in VVLEs patients after surgery. A retrospective analysis of VVLEs patients from the Third Hospital of Nanchang was conducted between April 2017 and March 2022. A LASSO (Least Absolute Shrinkage and Selection Operator) regression model pinpointed significant recurrence predictors, culminating in a prognostic nomogram. The model's performance was evaluated by C-index, receiver operating characteristic (ROC) curves, calibration plots, and decision curve analysis (DCA). The LASSO regression identified seven predictors for the nomogram predicting 1-, 2-, and 5-year RS. These predictors were age, body mass index (BMI), hypertension, diabetes, the Clinical Etiological Anatomical Pathophysiological (CEAP) grade, iliac vein compression syndrome (IVCS), and postoperative compression stocking duration (PCSD). The nomogram's C-index was 0.716, with AUCs (Area Under the Curve scores) of 0.705, 0.725, and 0.758 for 1-, 2-, and 5-year RS, respectively. Calibration and decision curve analyses validated the model's predictive accuracy and clinical utility. Kaplan-Meier analysis distinguished between low and high-risk groups with significant prognostic differences (P < 0.05). This study has successfully developed and validated a nomogram for predicting RS in patients with VVLEs after surgery, enhancing personalized care and informing clinical decision-making.
引用
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页数:9
相关论文
共 45 条
[11]   Strategies and challenges in treatment of varicose veins and venous insufficiency [J].
Gao, Rong-Ding ;
Qian, Song-Yi ;
Wang, Hai-Hong ;
Liu, Yong-Sheng ;
Ren, Shi-Yan .
WORLD JOURNAL OF CLINICAL CASES, 2022, 10 (18) :5946-5956
[12]   The 2022 Society for Vascular Surgery, American Venous Forum, and American Vein and Lymphatic Society clinical practice guidelines for the management of varicose veins of the lower extremities. Part I. Duplex Scanning and Treatment of Superficial Truncal Reflux Endorsed by the Society for Vascular Medicine and the International Union of Phlebology [J].
Gloviczki, Peter ;
Lawrence, Peter F. ;
Wasan, Suman M. ;
Meissner, Mark H. ;
Almeida, Jose ;
Brown, Kellie R. ;
Bush, Ruth L. ;
Di Iorio, Michael ;
Fish, John ;
Fukaya, Eri ;
Gloviczki, Monika L. ;
Hingorani, Anil ;
Jayaraj, Arjun ;
Kolluri, Raghu ;
Murad, M. Hassan ;
Obi, Andrea T. ;
Ozsvath, Kathleen J. ;
Singh, Michael J. ;
Vayuvegula, Satish ;
Welch, Harold J. .
JOURNAL OF VASCULAR SURGERY-VENOUS AND LYMPHATIC DISORDERS, 2023, 11 (02) :231-261.e6
[13]   Gene function and cell surface protein association analysis based on single-cell multiomics data [J].
Hu, Huan ;
Feng, Zhen ;
Lin, Hai ;
Cheng, Jinyan ;
Lyu, Jie ;
Zhang, Yaru ;
Zhao, Junjie ;
Xu, Fei ;
Lin, Tao ;
Zhao, Qi ;
Shuai, Jianwei .
COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 157
[14]   Modeling and analyzing single-cell multimodal data with deep parametric inference [J].
Hu, Huan ;
Feng, Zhen ;
Lin, Hai ;
Zhao, Junjie ;
Zhang, Yaru ;
Xu, Fei ;
Chen, Lingling ;
Chen, Feng ;
Ma, Yunlong ;
Su, Jianzhong ;
Zhao, Qi ;
Shuai, Jianwei .
BRIEFINGS IN BIOINFORMATICS, 2023, 24 (01)
[15]   Biphasic amplitude oscillator characterized by distinct dynamics of trough and crest [J].
Jin, Jun ;
Xu, Fei ;
Liu, Zhilong ;
Qi, Hong ;
Yao, Chenggui ;
Shuai, Jianwei ;
Li, Xiang .
PHYSICAL REVIEW E, 2023, 108 (06)
[16]   Quantifying the underlying landscape, entropy production and biological path of the cell fate decision between apoptosis and pyroptosis [J].
Jin, Jun ;
Xu, Fei ;
Liu, Zhilong ;
Shuai, Jianwei ;
Li, Xiang .
CHAOS SOLITONS & FRACTALS, 2024, 178
[17]   Systematic review and meta-analysis of randomized controlled trials evaluating long-term outcomes of endovenous management of lower extremity varicose veins [J].
Kheirelseid, Elrasheid A. H. ;
Crowe, Gillian ;
Sehgal, Rishabh ;
Liakopoulos, Dimitrios ;
Bela, Hafiz ;
Mulkern, Edward ;
McDonnell, Ciaran ;
O'Donohoe, Martin .
JOURNAL OF VASCULAR SURGERY-VENOUS AND LYMPHATIC DISORDERS, 2018, 6 (02) :256-270
[18]   Endothelial dysfunction and the development of renal injury in spontaneously hypertensive rats fed a high-fat diet [J].
Knight, Sarah F. ;
Quigley, Jeffrey E. ;
Yuan, Jianghe ;
Roy, Siddhartha S. ;
Elmarakby, Ahmed ;
Imig, John D. .
HYPERTENSION, 2008, 51 (02) :352-359
[19]  
KOMSUOGLU B, 1994, GERONTOLOGY, V40, P25
[20]   Surgical treatment of recurrent varicose veins in the lower limbs associated with endovascular treatment of iliac vein stenosis [J].
Kong, Jie ;
Liu, Peng ;
Li, Jinyong ;
Fan, Xueqiang ;
Wen, Jianyan ;
Zhang, Jianbin ;
Xu, Rongwei ;
Cui, Yiyao ;
Zhen, Xia ;
Ye, Zhidong .
INTERNATIONAL JOURNAL OF SURGERY, 2018, 50 :110-113