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The causal relationships between obstructive sleep apnea and elevated CRP and TNF-α protein levels
BACKGROUND: Obstructive sleep apnea (OSA) and inflammation are closely related. This study aimed to evaluate the associations and causal effect between C-reactive protein (CRP) and tumour necrosis factor-alpha (TNF-α) levels and OSA. METHODS: Pooled analysis was conducted to compare the expression d...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9176672/ https://www.ncbi.nlm.nih.gov/pubmed/35652886 http://dx.doi.org/10.1080/07853890.2022.2081873 |
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author | Yi, Minhan Zhao, Wangcheng Tan, Yun Fei, Quanming Liu, Kun Chen, Ziliang Zhang, Yuan |
author_facet | Yi, Minhan Zhao, Wangcheng Tan, Yun Fei, Quanming Liu, Kun Chen, Ziliang Zhang, Yuan |
author_sort | Yi, Minhan |
collection | PubMed |
description | BACKGROUND: Obstructive sleep apnea (OSA) and inflammation are closely related. This study aimed to evaluate the associations and causal effect between C-reactive protein (CRP) and tumour necrosis factor-alpha (TNF-α) levels and OSA. METHODS: Pooled analysis was conducted to compare the expression differences of CRP and TNF-α between OSA patients with different severity and controls, and between continuous positive airway pressure (CPAP) and non-CPAP interventions for OSA patients. Using published GWAS summary statistics, we conducted a bidirectional two-sample Mendelian Randomization (MR) to estimate the causal relationships between CRP and TNF-α levels and OSA risk. Effect estimates were evaluated using inverse-variance weighted (IVW) as primary method, and several other MR methods as sensitivity analysis. RESULTS: Both TNF-α (WMD [95%CI] = 5.86 [4.80–6.93] pg/ml, p < .00001) and CRP (WMD [95%CI] = 2.66 [2.15–3.17] mg/L, p < .00001), showed a significant increase in OSA patients compared with controls and this increasing trend was associated with OSA severity. Besides, compared to blank control (non-CPAP), CPAP treatment can reduce high TNF-α (WMD [95%CI]= −4.44 [−4.81, −4.07]pg/ml, p < .00001) and CRP (WMD [95%CI]= −0.91 [−1.65, −0.17] mg/l, p = .02) in OSA. Moreover, the primary MR analysis by IVW showed that OSA was the genetically predicted cause of elevated CRP (estimate: 0.095; 95% CI, [0.010–0.179]; p = .029) using six SNPs as the instrument variable, which were repeated by weighted median (estimate: 0.053; 95% CI, [0.007, 0.100]; p =.024) and MR RAPS (estimate: 0.109; 95% CI, [0.079, 0.140]; p = 1.98x10(−12)). Besides, the causal effect from elevated CRP on increased OSA risk was almost significant by IVW (OR:1.053; 95% CI, [1.000, 1.111]; p = .053). However, there were no causal associations between TNF-α and OSA from both directions. CONCLUSIONS: Increased CRP and TNF-α were associated with OSA severity and sensible to CPAP treatment. Also, OSA had a suggestive causal effect on elevated CRP. |
format | Online Article Text |
id | pubmed-9176672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-91766722022-06-09 The causal relationships between obstructive sleep apnea and elevated CRP and TNF-α protein levels Yi, Minhan Zhao, Wangcheng Tan, Yun Fei, Quanming Liu, Kun Chen, Ziliang Zhang, Yuan Ann Med Pulmonary Medicine BACKGROUND: Obstructive sleep apnea (OSA) and inflammation are closely related. This study aimed to evaluate the associations and causal effect between C-reactive protein (CRP) and tumour necrosis factor-alpha (TNF-α) levels and OSA. METHODS: Pooled analysis was conducted to compare the expression differences of CRP and TNF-α between OSA patients with different severity and controls, and between continuous positive airway pressure (CPAP) and non-CPAP interventions for OSA patients. Using published GWAS summary statistics, we conducted a bidirectional two-sample Mendelian Randomization (MR) to estimate the causal relationships between CRP and TNF-α levels and OSA risk. Effect estimates were evaluated using inverse-variance weighted (IVW) as primary method, and several other MR methods as sensitivity analysis. RESULTS: Both TNF-α (WMD [95%CI] = 5.86 [4.80–6.93] pg/ml, p < .00001) and CRP (WMD [95%CI] = 2.66 [2.15–3.17] mg/L, p < .00001), showed a significant increase in OSA patients compared with controls and this increasing trend was associated with OSA severity. Besides, compared to blank control (non-CPAP), CPAP treatment can reduce high TNF-α (WMD [95%CI]= −4.44 [−4.81, −4.07]pg/ml, p < .00001) and CRP (WMD [95%CI]= −0.91 [−1.65, −0.17] mg/l, p = .02) in OSA. Moreover, the primary MR analysis by IVW showed that OSA was the genetically predicted cause of elevated CRP (estimate: 0.095; 95% CI, [0.010–0.179]; p = .029) using six SNPs as the instrument variable, which were repeated by weighted median (estimate: 0.053; 95% CI, [0.007, 0.100]; p =.024) and MR RAPS (estimate: 0.109; 95% CI, [0.079, 0.140]; p = 1.98x10(−12)). Besides, the causal effect from elevated CRP on increased OSA risk was almost significant by IVW (OR:1.053; 95% CI, [1.000, 1.111]; p = .053). However, there were no causal associations between TNF-α and OSA from both directions. CONCLUSIONS: Increased CRP and TNF-α were associated with OSA severity and sensible to CPAP treatment. Also, OSA had a suggestive causal effect on elevated CRP. Taylor & Francis 2022-06-02 /pmc/articles/PMC9176672/ /pubmed/35652886 http://dx.doi.org/10.1080/07853890.2022.2081873 Text en © 2022 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Pulmonary Medicine Yi, Minhan Zhao, Wangcheng Tan, Yun Fei, Quanming Liu, Kun Chen, Ziliang Zhang, Yuan The causal relationships between obstructive sleep apnea and elevated CRP and TNF-α protein levels |
title | The causal relationships between obstructive sleep apnea and elevated CRP and TNF-α protein levels |
title_full | The causal relationships between obstructive sleep apnea and elevated CRP and TNF-α protein levels |
title_fullStr | The causal relationships between obstructive sleep apnea and elevated CRP and TNF-α protein levels |
title_full_unstemmed | The causal relationships between obstructive sleep apnea and elevated CRP and TNF-α protein levels |
title_short | The causal relationships between obstructive sleep apnea and elevated CRP and TNF-α protein levels |
title_sort | causal relationships between obstructive sleep apnea and elevated crp and tnf-α protein levels |
topic | Pulmonary Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9176672/ https://www.ncbi.nlm.nih.gov/pubmed/35652886 http://dx.doi.org/10.1080/07853890.2022.2081873 |
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