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The Combination of Hemogram Indexes to Predict Exacerbation in Stable Chronic Obstructive Pulmonary Disease
Background: Chronic obstructive pulmonary disease (COPD) is characterized by pulmonary and systemic inflammatory processes, and exacerbation of COPD represents a critical moment in the progression of COPD. Several biomarkers of inflammation have been proposed to have a predictive function in acute e...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7769039/ https://www.ncbi.nlm.nih.gov/pubmed/33381510 http://dx.doi.org/10.3389/fmed.2020.572435 |
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author | Liu, Xuanqi Ge, Haiyan Feng, Xiumin Hang, Jingqing Zhang, Fengying Jin, Xiaoyan Bao, Hong Zhou, Min Han, Fengfeng Li, Shengqing Qian, Yechang Jie, Zhijun Gu, Wenchao Gao, Beilan Yu, Li Wang, Jian Ji, Haiying Zhang, Jingxi Zhu, Huili |
author_facet | Liu, Xuanqi Ge, Haiyan Feng, Xiumin Hang, Jingqing Zhang, Fengying Jin, Xiaoyan Bao, Hong Zhou, Min Han, Fengfeng Li, Shengqing Qian, Yechang Jie, Zhijun Gu, Wenchao Gao, Beilan Yu, Li Wang, Jian Ji, Haiying Zhang, Jingxi Zhu, Huili |
author_sort | Liu, Xuanqi |
collection | PubMed |
description | Background: Chronic obstructive pulmonary disease (COPD) is characterized by pulmonary and systemic inflammatory processes, and exacerbation of COPD represents a critical moment in the progression of COPD. Several biomarkers of inflammation have been proposed to have a predictive function in acute exacerbation. However, their use is still limited in routine clinical practice. The purpose of our study is to explore the prognostic efficacy of novel inflammatory hemogram indexes in the exacerbation among stable COPD patients. Method: A total of 275 stable COPD patients from the Shanghai COPD Investigation Comorbidity Program were analyzed in our study. Blood examinations, especially ratio indexes like platelet–lymphocyte ratio (PLR), platelet × neutrophil/lymphocyte ratio [systemic immune-inflammation index (SII)], and monocyte × neutrophil/lymphocyte ratio [systemic inflammation response index (SIRI)], lung function test, CT scans, and questionnaires were performed at baseline and routine follow-ups. Clinical characteristics and information of exacerbations were collected every 6 months. The relationship between hemogram indexes and diverse degrees of exacerbation was assessed by logistic regression. The receiver operating characteristic (ROC) curve and area under the curve (AUC) were used to evaluate the ability of hemogram indexes to predict exacerbation of COPD. Furthermore, the discrimination and accuracy of combined indexes were measured by ROC and calibration curve. Result: There was a significant positive correlation between PLR levels and total exacerbation of COPD patients in a stable stage in a year. Also, the predictive ability of PLR exceeded any other ratio indexes, with an AUC of 0.66. SII and SIRI ranked second only to PLR, with an AUC of 0.64. When combining PLR with other indexes (sex, COPD year, and St. George's Respiratory Questionnaire scores), they were considered as the most suitable panel of index to predict total exacerbation. Based on the result of the ROC curve and calibration curve, the combination shows optimal discrimination and accuracy to predict exacerbation events in COPD patients. Conclusion: The hemogram indexes PLR, SII, and SIRI were associated with COPD exacerbation. Moreover, the prediction capacity of exacerbation was significantly elevated after combining inflammatory hemogram index PLR with other indexes, which will make it a promisingly simple and effective marker to predict exacerbation in patients with stable COPD. |
format | Online Article Text |
id | pubmed-7769039 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77690392020-12-29 The Combination of Hemogram Indexes to Predict Exacerbation in Stable Chronic Obstructive Pulmonary Disease Liu, Xuanqi Ge, Haiyan Feng, Xiumin Hang, Jingqing Zhang, Fengying Jin, Xiaoyan Bao, Hong Zhou, Min Han, Fengfeng Li, Shengqing Qian, Yechang Jie, Zhijun Gu, Wenchao Gao, Beilan Yu, Li Wang, Jian Ji, Haiying Zhang, Jingxi Zhu, Huili Front Med (Lausanne) Medicine Background: Chronic obstructive pulmonary disease (COPD) is characterized by pulmonary and systemic inflammatory processes, and exacerbation of COPD represents a critical moment in the progression of COPD. Several biomarkers of inflammation have been proposed to have a predictive function in acute exacerbation. However, their use is still limited in routine clinical practice. The purpose of our study is to explore the prognostic efficacy of novel inflammatory hemogram indexes in the exacerbation among stable COPD patients. Method: A total of 275 stable COPD patients from the Shanghai COPD Investigation Comorbidity Program were analyzed in our study. Blood examinations, especially ratio indexes like platelet–lymphocyte ratio (PLR), platelet × neutrophil/lymphocyte ratio [systemic immune-inflammation index (SII)], and monocyte × neutrophil/lymphocyte ratio [systemic inflammation response index (SIRI)], lung function test, CT scans, and questionnaires were performed at baseline and routine follow-ups. Clinical characteristics and information of exacerbations were collected every 6 months. The relationship between hemogram indexes and diverse degrees of exacerbation was assessed by logistic regression. The receiver operating characteristic (ROC) curve and area under the curve (AUC) were used to evaluate the ability of hemogram indexes to predict exacerbation of COPD. Furthermore, the discrimination and accuracy of combined indexes were measured by ROC and calibration curve. Result: There was a significant positive correlation between PLR levels and total exacerbation of COPD patients in a stable stage in a year. Also, the predictive ability of PLR exceeded any other ratio indexes, with an AUC of 0.66. SII and SIRI ranked second only to PLR, with an AUC of 0.64. When combining PLR with other indexes (sex, COPD year, and St. George's Respiratory Questionnaire scores), they were considered as the most suitable panel of index to predict total exacerbation. Based on the result of the ROC curve and calibration curve, the combination shows optimal discrimination and accuracy to predict exacerbation events in COPD patients. Conclusion: The hemogram indexes PLR, SII, and SIRI were associated with COPD exacerbation. Moreover, the prediction capacity of exacerbation was significantly elevated after combining inflammatory hemogram index PLR with other indexes, which will make it a promisingly simple and effective marker to predict exacerbation in patients with stable COPD. Frontiers Media S.A. 2020-12-09 /pmc/articles/PMC7769039/ /pubmed/33381510 http://dx.doi.org/10.3389/fmed.2020.572435 Text en Copyright © 2020 Liu, Ge, Feng, Hang, Zhang, Jin, Bao, Zhou, Han, Li, Qian, Jie, Gu, Gao, Yu, Wang, Ji, Zhang and Zhu. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Liu, Xuanqi Ge, Haiyan Feng, Xiumin Hang, Jingqing Zhang, Fengying Jin, Xiaoyan Bao, Hong Zhou, Min Han, Fengfeng Li, Shengqing Qian, Yechang Jie, Zhijun Gu, Wenchao Gao, Beilan Yu, Li Wang, Jian Ji, Haiying Zhang, Jingxi Zhu, Huili The Combination of Hemogram Indexes to Predict Exacerbation in Stable Chronic Obstructive Pulmonary Disease |
title | The Combination of Hemogram Indexes to Predict Exacerbation in Stable Chronic Obstructive Pulmonary Disease |
title_full | The Combination of Hemogram Indexes to Predict Exacerbation in Stable Chronic Obstructive Pulmonary Disease |
title_fullStr | The Combination of Hemogram Indexes to Predict Exacerbation in Stable Chronic Obstructive Pulmonary Disease |
title_full_unstemmed | The Combination of Hemogram Indexes to Predict Exacerbation in Stable Chronic Obstructive Pulmonary Disease |
title_short | The Combination of Hemogram Indexes to Predict Exacerbation in Stable Chronic Obstructive Pulmonary Disease |
title_sort | combination of hemogram indexes to predict exacerbation in stable chronic obstructive pulmonary disease |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7769039/ https://www.ncbi.nlm.nih.gov/pubmed/33381510 http://dx.doi.org/10.3389/fmed.2020.572435 |
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