Cargando…

Risk stratification for low extremity amputation in critical limb ischemia patients who have undergone endovascular revascularization: A survival tree analysis

Patients with peripheral artery disease (PAD) are a heterogeneous population and differ in risk of mortality and low extremity amputation (LEA), which complicates clinical decision-making. This study aimed to develop a simple risk scale using decision tree methodology to guide physicians in managing...

Descripción completa

Detalles Bibliográficos
Autores principales: Huang, Hsuan-Li, Juang, Jyh-Ming Jimmy, Hsieh, Chien-An, Chou, Hsin-Hua, Jang, Shih-Jung, Ko, Yu-Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer Health 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6831177/
https://www.ncbi.nlm.nih.gov/pubmed/31415395
http://dx.doi.org/10.1097/MD.0000000000016809
_version_ 1783465907690930176
author Huang, Hsuan-Li
Juang, Jyh-Ming Jimmy
Hsieh, Chien-An
Chou, Hsin-Hua
Jang, Shih-Jung
Ko, Yu-Lin
author_facet Huang, Hsuan-Li
Juang, Jyh-Ming Jimmy
Hsieh, Chien-An
Chou, Hsin-Hua
Jang, Shih-Jung
Ko, Yu-Lin
author_sort Huang, Hsuan-Li
collection PubMed
description Patients with peripheral artery disease (PAD) are a heterogeneous population and differ in risk of mortality and low extremity amputation (LEA), which complicates clinical decision-making. This study aimed to develop a simple risk scale using decision tree methodology to guide physicians in managing critical limb ischemia (CLI) patients who will benefit from endovascular therapy (EVT). A total of 736 patients with CLI, Rutherford classification (RC) stage ≥4, and prior successful EVT were included. Variables significantly associated with LEA by univariate analysis (P < .05) were selected and put into classification tree analysis using the Classification and Regression Tree (CART) model with a dependent variable, amputation, and depth of tree = 3. Four risk groups were generated according to the order of amputation rate. The amputation-free survival (AFS) times between groups were compared using the Kaplan–Meier curve with the log-rank test. Patients were classified as high risk for amputation (G4) (WBC counts ≥10,000/μl, and platelet-lymphocyte ratio (PLR) ≥130.337); intermediate risk group 1 (G3) (WBC < 10,000/μl and RC stage before EVT > 5); intermediate risk group 2 (G2) (WBC count ≥ 10,000/μl, and PLR < 130.337) and low-risk group (G1) (WBC < 10,000/μl, RC before EVT ≤ 5). G2, G3, and G4 risk groups had shorter AFS time (range, 58.7 to 65.5 months) than the G1 risk group (100 months) (P < .05). Risk of LEA was significantly higher in the G4, G3, and G2 groups than in the G1 group (P ≤ .05). The G4 group had the highest risk of amputation (odds ratio = 6.84, P < .001). This simple risk scale model can help healthcare professionals more easily identify and appropriately treat patients with CLI who are at different levels of risk for LEA following endovascular revascularization.
format Online
Article
Text
id pubmed-6831177
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Wolters Kluwer Health
record_format MEDLINE/PubMed
spelling pubmed-68311772019-11-19 Risk stratification for low extremity amputation in critical limb ischemia patients who have undergone endovascular revascularization: A survival tree analysis Huang, Hsuan-Li Juang, Jyh-Ming Jimmy Hsieh, Chien-An Chou, Hsin-Hua Jang, Shih-Jung Ko, Yu-Lin Medicine (Baltimore) 7100 Patients with peripheral artery disease (PAD) are a heterogeneous population and differ in risk of mortality and low extremity amputation (LEA), which complicates clinical decision-making. This study aimed to develop a simple risk scale using decision tree methodology to guide physicians in managing critical limb ischemia (CLI) patients who will benefit from endovascular therapy (EVT). A total of 736 patients with CLI, Rutherford classification (RC) stage ≥4, and prior successful EVT were included. Variables significantly associated with LEA by univariate analysis (P < .05) were selected and put into classification tree analysis using the Classification and Regression Tree (CART) model with a dependent variable, amputation, and depth of tree = 3. Four risk groups were generated according to the order of amputation rate. The amputation-free survival (AFS) times between groups were compared using the Kaplan–Meier curve with the log-rank test. Patients were classified as high risk for amputation (G4) (WBC counts ≥10,000/μl, and platelet-lymphocyte ratio (PLR) ≥130.337); intermediate risk group 1 (G3) (WBC < 10,000/μl and RC stage before EVT > 5); intermediate risk group 2 (G2) (WBC count ≥ 10,000/μl, and PLR < 130.337) and low-risk group (G1) (WBC < 10,000/μl, RC before EVT ≤ 5). G2, G3, and G4 risk groups had shorter AFS time (range, 58.7 to 65.5 months) than the G1 risk group (100 months) (P < .05). Risk of LEA was significantly higher in the G4, G3, and G2 groups than in the G1 group (P ≤ .05). The G4 group had the highest risk of amputation (odds ratio = 6.84, P < .001). This simple risk scale model can help healthcare professionals more easily identify and appropriately treat patients with CLI who are at different levels of risk for LEA following endovascular revascularization. Wolters Kluwer Health 2019-08-16 /pmc/articles/PMC6831177/ /pubmed/31415395 http://dx.doi.org/10.1097/MD.0000000000016809 Text en Copyright © 2019 the Author(s). Published by Wolters Kluwer Health, Inc. http://creativecommons.org/licenses/by-nc-nd/4.0 This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0
spellingShingle 7100
Huang, Hsuan-Li
Juang, Jyh-Ming Jimmy
Hsieh, Chien-An
Chou, Hsin-Hua
Jang, Shih-Jung
Ko, Yu-Lin
Risk stratification for low extremity amputation in critical limb ischemia patients who have undergone endovascular revascularization: A survival tree analysis
title Risk stratification for low extremity amputation in critical limb ischemia patients who have undergone endovascular revascularization: A survival tree analysis
title_full Risk stratification for low extremity amputation in critical limb ischemia patients who have undergone endovascular revascularization: A survival tree analysis
title_fullStr Risk stratification for low extremity amputation in critical limb ischemia patients who have undergone endovascular revascularization: A survival tree analysis
title_full_unstemmed Risk stratification for low extremity amputation in critical limb ischemia patients who have undergone endovascular revascularization: A survival tree analysis
title_short Risk stratification for low extremity amputation in critical limb ischemia patients who have undergone endovascular revascularization: A survival tree analysis
title_sort risk stratification for low extremity amputation in critical limb ischemia patients who have undergone endovascular revascularization: a survival tree analysis
topic 7100
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6831177/
https://www.ncbi.nlm.nih.gov/pubmed/31415395
http://dx.doi.org/10.1097/MD.0000000000016809
work_keys_str_mv AT huanghsuanli riskstratificationforlowextremityamputationincriticallimbischemiapatientswhohaveundergoneendovascularrevascularizationasurvivaltreeanalysis
AT juangjyhmingjimmy riskstratificationforlowextremityamputationincriticallimbischemiapatientswhohaveundergoneendovascularrevascularizationasurvivaltreeanalysis
AT hsiehchienan riskstratificationforlowextremityamputationincriticallimbischemiapatientswhohaveundergoneendovascularrevascularizationasurvivaltreeanalysis
AT chouhsinhua riskstratificationforlowextremityamputationincriticallimbischemiapatientswhohaveundergoneendovascularrevascularizationasurvivaltreeanalysis
AT jangshihjung riskstratificationforlowextremityamputationincriticallimbischemiapatientswhohaveundergoneendovascularrevascularizationasurvivaltreeanalysis
AT koyulin riskstratificationforlowextremityamputationincriticallimbischemiapatientswhohaveundergoneendovascularrevascularizationasurvivaltreeanalysis