Blood epigenetic remodeling in asthma associated with biologic therapy
Martin-Almeida, M.; Perez-Garcia, J.; Martin-Gonzalez, E.; Poza-Guedes, P.; Antonio-Canas, J.; Sanchez-Machin, I.; Hernandez-Perez, J. M.; Gonzalez-Garcia, D.; Mederos-Luis, E.; Roman-Bernal, B.; Villar, J.; Valverde-Monge, M.; Betancor, D.; Rodriguez-Nieto, M. J.; Lorenzo-Diaz, F.; del Pozo, V.; Gonzalez-Perez, R.; Pino-Yanes, M.
Show abstract
Background. Polygenic risk scores (PRS) capture inherited susceptibility to asthma, whereas methylation risk scores (MRS) may reflect disease-associated epigenetic variation. We assessed whether these scores differ in patients requiring biologic therapy and whether MRS change after mepolizumab initiation. Methods. Cross-sectional analyses in the GEMAS study included 699 participants with genotype data (428 with asthma, 271 controls) and 668 with blood DNA methylation data (408 with asthma, 260 controls). We evaluated 35 existing asthma PRS and derived six MRS from published epigenomic asthma studies. Longitudinal MRS changes after mepolizumab initiation were assessed in 16 GEMAS patients and were replicated in 20 patients from the MEGA study. Results. Twenty-eight PRS differentiated biologic-treated patients from controls (areas under the curve [AUC], 0.68-0.75), but none distinguished biologic-treated and non-treated patients after multiple-testing correction. MRS was higher in asthma without biologic than in controls (odds ratio [OR], 1.64; 95% CI, 1.34-1.99) and lower in biologic-treated than in asthma without biologic patients (OR, 0.54; 95% CI, 0.35-0.81). MRS did not differ significantly between biologic-treated patients and controls. Following mepolizumab initiation, MRS decreased at 6 and 12 months in GEMAS (p=4.81x10-5 and p=2.40x10-5, respectively). The 6-month decrease was also observed in MEGA (p=3.25x10-9). MRS epigenetic markers were predominantly hypermethylated, opposite to their described pattern in asthma risk. Conclusions. Asthma PRS did not differ significantly between biologic-treated and non-biologic-treated patients, but asthma MRS were lower in biologic-treated patients. The MRS decreased after mepolizumab initiation in two independent cohorts, consistent with a reversal of asthma-associated epigenetic patterns.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- The effects of inhaled corticosteroids on healthy airways 94%
- Epigenetic regulation of epithelial dectin-1 through an IL-33-STAT3 axis in allergic disease 91%
- Distribution of ACE2, CD147, cyclophilins, CD26 and other SARS-CoV-2 associated molecules in human tissues and immune cells in health and disease 90%
Similar papers in this journal
Similar papers in this journal
- Nasal DNA methylation at three CpG sites predicts childhood allergic disease 92%
- Type 2 and interferon inflammation strongly regulate SARS-CoV-2 related gene expression in the airway epithelium 89%
- Dual therapy with corticosteroid ablates the beneficial effect of DP2 antagonism in chronic experimental asthma. 88%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.