TB Research

Serum and sputum proteomic biomarkers of eosinophilic and neutrophilic asthma phenotypes

Khezia Asamoah, Kian Fan Chung, Nazanin Zounemat Kermani, Pankaj Bhavsar, Barbara Bodinier, Ian M. Adcock, Dragana Vuckovic, Marc Chadeau‐Hyam

Abstract

<b>Background:</b> Asthma is a heterogenous disease and eosinophilic asthma has been defined as high levels of eosinophils in blood or sputum, while neutrophilic asthma is characterised by high sputum neutrophilia. <b>Aim:</b> We investigate whether eosinophilic and neutrophilic asthma have unique molecular profiles using proteomic data from serum and sputum supernatants. <b>Methods:</b> Proteomic profiles (1123 and 1128 assayed proteins) were obtained in sputum (n=182) and serum (n=574) from two cohorts of asthma patients. With eosinophilic/neutrophilic high and low asthma as the outcome, LASSO-penalised logistic regression in a stability selection framework and Random Forest variable selection were used to identify sparse sets of serum or sputum proteins jointly discriminating between the two classes. <b>Results:</b> Overall, 13 serum proteins (including PAPP-A and CCL28) and 1 sputum protein (PAPP-A) were predictive of eosinophilic asthma yielding area under the receiver operating characteristic curve (AUROC) results of 0.83 (95% CI 0.82-0.83) and 0.81 (95% CI 0.80-0.81), respectively. For neutrophilic asthma, 12 serum proteins were identified, including MMP-9 and BLC, yielding an AUROC of 0.91 (95% CI 0.90-0.92) but no sputum proteins were stably selected. <b>Conclusions:</b> Selected serum protein biomarkers can efficiently predict eosinophilic and neutrophilic asthma status. Such serum proteins may represent a more scalable alternative to sputum for patient characterisation and therapeutic definitions. Of the selected proteins, PAPP-A was associated with eosinophilic asthma in both serum and sputum.&nbsp;It may be involved in the&nbsp;development of asthma subtypes via the regulation of insulin like growth factors.

MeSH terms

  • Sputum
  • Asthma
  • Eosinophilic
  • Medicine
  • Immunology
  • Area under the curve
  • Receiver operating characteristic
  • Neutrophilia
  • Eosinophil cationic protein
  • Internal medicine
  • Eosinophil