2023
DOI: 10.1016/j.jaci.2022.06.028
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Multidimensional endotyping using nasal proteomics predicts molecular phenotypes in the asthmatic airways

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Cited by 11 publications
(14 citation statements)
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References 31 publications
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“…Cluster patients had significant air trapping and higher oxidative stress levels, which were significantly associated with neutrophilic inflammation and infection activation. 45 A cluster analysis found that this special cluster had lower lung function and greater urgent care visit history in asthma patients. 46 Several mechanisms may explain the effect of this cluster.…”
Section: Discussionmentioning
confidence: 95%
See 1 more Smart Citation
“…Cluster patients had significant air trapping and higher oxidative stress levels, which were significantly associated with neutrophilic inflammation and infection activation. 45 A cluster analysis found that this special cluster had lower lung function and greater urgent care visit history in asthma patients. 46 Several mechanisms may explain the effect of this cluster.…”
Section: Discussionmentioning
confidence: 95%
“…applied unsupervised clustering of biomarkers to describe asthma endotypes and found a special cluster type. Cluster patients had significant air trapping and higher oxidative stress levels, which were significantly associated with neutrophilic inflammation and infection activation 45. A cluster analysis found that this special cluster had lower lung function and greater urgent care visit history in asthma patients 46…”
Section: Discussionmentioning
confidence: 99%
“…During the last two decades, high throughput technologies and analysis of multi‐omics datasets have significantly contributed to increasing the resolution in identifying the triggers and pathomechanisms of diseases 15 . In addition, the introduction of precision medicine, the concepts of disease endotypes, genotypes, theratypes and regiotypes have helped to stratify patients based on disease mechanisms to optimize the management of allergic diseases 16–18 …”
Section: Introductionmentioning
confidence: 99%
“…During the last two decades, high throughput technologies and analysis of multi-omics datasets have significantly contributed to increasing the resolution in identifying the triggers and pathomechanisms of diseases. 15 In addition, the introduction of precision medicine, the concepts of disease endotypes, genotypes, theratypes and regiotypes have helped to stratify patients based on disease mechanisms to optimize the management of allergic diseases. [16][17][18] Artificial intelligence (AI) and machine learning have emerged as powerful tools for analysing complex datasets delivered by the new precision diagnostic tools, identifying patterns that may not be readily apparent to human researchers.…”
Section: Introductionmentioning
confidence: 99%
“…The second editor's choice article in this issue explores biomarkers 4,5 in eosinophilic and neutrophilic asthma. Depending on the immunological profile in the blood or sputum of an individual with asthma , they can be classified as having eosinophilic asthma , neutrophilic asthma , mixed granulocytic asthma ( MGA ) or paucigranulocytic asthma ( PGA , few granulocytes ) 6 .…”
mentioning
confidence: 99%