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Venous blood parameters in determination of respiratory impairment in amyotrophic lateral sclerosis
This study aimed to investigate the relationship between venous blood parameters and respiratory functions in patients with amyotrophic lateral sclerosis (ALS) and develop a model to predict respiratory impairment for individual patients with ALS. A total of 416 ALS patients were included in the stu...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10514276/ https://www.ncbi.nlm.nih.gov/pubmed/37735229 http://dx.doi.org/10.1038/s41598-023-42075-4 |
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author | He, Xianghua Yang, Jian Feng, Jiaming Huang, Hongyan Dong, Xiaolin Zhao, Quanzhen Shen, Qiuyan Hu, Caiyou Xu, Yanming |
author_facet | He, Xianghua Yang, Jian Feng, Jiaming Huang, Hongyan Dong, Xiaolin Zhao, Quanzhen Shen, Qiuyan Hu, Caiyou Xu, Yanming |
author_sort | He, Xianghua |
collection | PubMed |
description | This study aimed to investigate the relationship between venous blood parameters and respiratory functions in patients with amyotrophic lateral sclerosis (ALS) and develop a model to predict respiratory impairment for individual patients with ALS. A total of 416 ALS patients were included in the study, and various hematologic and biochemical laboratory parameters as well as demographic and clinical factors were collected and compared. A multivariable logistic regression model was constructed to assess the association between FVC and venous blood biomarkers and clinical factors. The results showed that along with onset age, bulbar-onset, disease duration, BMI, eosinophil count (EO#), basophil count (BASO#), creatinine (CREA), uric acid (URCI) and low-density lipoprotein cholesterol/high-density lipoprotein cholesterol (LDL/HDL) ratio were associated with reduced FVC. The area under the ROC curve is 0.735 for the test set and 0.721 for the validation set. The study also developed a relatively acceptable model for predicting respiratory impairment in ALS patients. These findings suggest that EO#, BASO#, CREA, URIC and LDL/HDL ratio can be useful in assessing FVC in ALS and can be easily accessible, accurate, and low-cost parameters. |
format | Online Article Text |
id | pubmed-10514276 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105142762023-09-23 Venous blood parameters in determination of respiratory impairment in amyotrophic lateral sclerosis He, Xianghua Yang, Jian Feng, Jiaming Huang, Hongyan Dong, Xiaolin Zhao, Quanzhen Shen, Qiuyan Hu, Caiyou Xu, Yanming Sci Rep Article This study aimed to investigate the relationship between venous blood parameters and respiratory functions in patients with amyotrophic lateral sclerosis (ALS) and develop a model to predict respiratory impairment for individual patients with ALS. A total of 416 ALS patients were included in the study, and various hematologic and biochemical laboratory parameters as well as demographic and clinical factors were collected and compared. A multivariable logistic regression model was constructed to assess the association between FVC and venous blood biomarkers and clinical factors. The results showed that along with onset age, bulbar-onset, disease duration, BMI, eosinophil count (EO#), basophil count (BASO#), creatinine (CREA), uric acid (URCI) and low-density lipoprotein cholesterol/high-density lipoprotein cholesterol (LDL/HDL) ratio were associated with reduced FVC. The area under the ROC curve is 0.735 for the test set and 0.721 for the validation set. The study also developed a relatively acceptable model for predicting respiratory impairment in ALS patients. These findings suggest that EO#, BASO#, CREA, URIC and LDL/HDL ratio can be useful in assessing FVC in ALS and can be easily accessible, accurate, and low-cost parameters. Nature Publishing Group UK 2023-09-21 /pmc/articles/PMC10514276/ /pubmed/37735229 http://dx.doi.org/10.1038/s41598-023-42075-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article He, Xianghua Yang, Jian Feng, Jiaming Huang, Hongyan Dong, Xiaolin Zhao, Quanzhen Shen, Qiuyan Hu, Caiyou Xu, Yanming Venous blood parameters in determination of respiratory impairment in amyotrophic lateral sclerosis |
title | Venous blood parameters in determination of respiratory impairment in amyotrophic lateral sclerosis |
title_full | Venous blood parameters in determination of respiratory impairment in amyotrophic lateral sclerosis |
title_fullStr | Venous blood parameters in determination of respiratory impairment in amyotrophic lateral sclerosis |
title_full_unstemmed | Venous blood parameters in determination of respiratory impairment in amyotrophic lateral sclerosis |
title_short | Venous blood parameters in determination of respiratory impairment in amyotrophic lateral sclerosis |
title_sort | venous blood parameters in determination of respiratory impairment in amyotrophic lateral sclerosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10514276/ https://www.ncbi.nlm.nih.gov/pubmed/37735229 http://dx.doi.org/10.1038/s41598-023-42075-4 |
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