Cargando…
A Distinct Esophageal mRNA Pattern Identifies Eosinophilic Esophagitis Patients With Food Impactions
Eosinophilic esophagitis (EoE), a Th2-type allergic immune disorder characterized by an eosinophil-rich esophageal immune infiltrate, is often associated with food impaction (FI) in pediatric patients but the molecular mechanisms underlying the development of this complication are not well understoo...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6230678/ https://www.ncbi.nlm.nih.gov/pubmed/30455683 http://dx.doi.org/10.3389/fimmu.2018.02059 |
_version_ | 1783370126925496320 |
---|---|
author | Sallis, Benjamin F. Acar, Utkucan Hawthorne, Kelsey Babcock, Stephen J. Kanagaratham, Cynthia Goldsmith, Jeffrey D. Rosen, Rachel Vanderhoof, Jon A. Nurko, Samuel Fiebiger, Edda |
author_facet | Sallis, Benjamin F. Acar, Utkucan Hawthorne, Kelsey Babcock, Stephen J. Kanagaratham, Cynthia Goldsmith, Jeffrey D. Rosen, Rachel Vanderhoof, Jon A. Nurko, Samuel Fiebiger, Edda |
author_sort | Sallis, Benjamin F. |
collection | PubMed |
description | Eosinophilic esophagitis (EoE), a Th2-type allergic immune disorder characterized by an eosinophil-rich esophageal immune infiltrate, is often associated with food impaction (FI) in pediatric patients but the molecular mechanisms underlying the development of this complication are not well understood. We aim to identify molecular pathways involved in the development of FI. Due to large variations in disease presentation, our analysis was further geared to find markers capable of distinguishing EoE patients that are prone to develop food impactions and thus expand an established medical algorithm for EoE by developing a secondary analysis that allows for the identification of patients with food impactions as a distinct patient population. To this end, mRNA patterns from esophageal biopsies of pediatric EoE patients presenting with and without food impactions were compared and machine learning techniques were employed to establish a diagnostic probability score to identify patients with food impactions (EoE+FI). Our analysis showed that EoE patients with food impaction were indistinguishable from other EoE patients based on their tissue eosinophil count, serum IgE levels, or the mRNA transcriptome-based p(EoE). Irrespectively, an additional analysis loop of the medical algorithm was able to separate EoE+FI patients and a composite FI-score was established that identified such patients with a sensitivity of 93% and a specificity of 100%. The esophageal mRNA pattern of EoE+FI patients was typified by lower expression levels of mast cell markers and Th2 associated transcripts, such as FCERIB, CPA3, CCL2, IL4, and IL5. Furthermore, lower expression levels of regulators of esophageal motility (NOS2 and HIF1A) were detected in EoE+FI. The EoE+FI -specific mRNA pattern indicates that impaired motility may be one underlying factor for the development of food impactions in pediatric patients. The availability of improved diagnostic tools such as a medical algorithm for EoE subpopulations will have a direct impact on clinical practice because such strategies can identify molecular inflammatory characteristics of individual EoE patients, which, in turn, will facilitate the development of individualized therapeutic approaches that target the relevant pathways affected in each patient. |
format | Online Article Text |
id | pubmed-6230678 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-62306782018-11-19 A Distinct Esophageal mRNA Pattern Identifies Eosinophilic Esophagitis Patients With Food Impactions Sallis, Benjamin F. Acar, Utkucan Hawthorne, Kelsey Babcock, Stephen J. Kanagaratham, Cynthia Goldsmith, Jeffrey D. Rosen, Rachel Vanderhoof, Jon A. Nurko, Samuel Fiebiger, Edda Front Immunol Immunology Eosinophilic esophagitis (EoE), a Th2-type allergic immune disorder characterized by an eosinophil-rich esophageal immune infiltrate, is often associated with food impaction (FI) in pediatric patients but the molecular mechanisms underlying the development of this complication are not well understood. We aim to identify molecular pathways involved in the development of FI. Due to large variations in disease presentation, our analysis was further geared to find markers capable of distinguishing EoE patients that are prone to develop food impactions and thus expand an established medical algorithm for EoE by developing a secondary analysis that allows for the identification of patients with food impactions as a distinct patient population. To this end, mRNA patterns from esophageal biopsies of pediatric EoE patients presenting with and without food impactions were compared and machine learning techniques were employed to establish a diagnostic probability score to identify patients with food impactions (EoE+FI). Our analysis showed that EoE patients with food impaction were indistinguishable from other EoE patients based on their tissue eosinophil count, serum IgE levels, or the mRNA transcriptome-based p(EoE). Irrespectively, an additional analysis loop of the medical algorithm was able to separate EoE+FI patients and a composite FI-score was established that identified such patients with a sensitivity of 93% and a specificity of 100%. The esophageal mRNA pattern of EoE+FI patients was typified by lower expression levels of mast cell markers and Th2 associated transcripts, such as FCERIB, CPA3, CCL2, IL4, and IL5. Furthermore, lower expression levels of regulators of esophageal motility (NOS2 and HIF1A) were detected in EoE+FI. The EoE+FI -specific mRNA pattern indicates that impaired motility may be one underlying factor for the development of food impactions in pediatric patients. The availability of improved diagnostic tools such as a medical algorithm for EoE subpopulations will have a direct impact on clinical practice because such strategies can identify molecular inflammatory characteristics of individual EoE patients, which, in turn, will facilitate the development of individualized therapeutic approaches that target the relevant pathways affected in each patient. Frontiers Media S.A. 2018-11-05 /pmc/articles/PMC6230678/ /pubmed/30455683 http://dx.doi.org/10.3389/fimmu.2018.02059 Text en Copyright © 2018 Sallis, Acar, Hawthorne, Babcock, Kanagaratham, Goldsmith, Rosen, Vanderhoof, Nurko and Fiebiger. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Sallis, Benjamin F. Acar, Utkucan Hawthorne, Kelsey Babcock, Stephen J. Kanagaratham, Cynthia Goldsmith, Jeffrey D. Rosen, Rachel Vanderhoof, Jon A. Nurko, Samuel Fiebiger, Edda A Distinct Esophageal mRNA Pattern Identifies Eosinophilic Esophagitis Patients With Food Impactions |
title | A Distinct Esophageal mRNA Pattern Identifies Eosinophilic Esophagitis Patients With Food Impactions |
title_full | A Distinct Esophageal mRNA Pattern Identifies Eosinophilic Esophagitis Patients With Food Impactions |
title_fullStr | A Distinct Esophageal mRNA Pattern Identifies Eosinophilic Esophagitis Patients With Food Impactions |
title_full_unstemmed | A Distinct Esophageal mRNA Pattern Identifies Eosinophilic Esophagitis Patients With Food Impactions |
title_short | A Distinct Esophageal mRNA Pattern Identifies Eosinophilic Esophagitis Patients With Food Impactions |
title_sort | distinct esophageal mrna pattern identifies eosinophilic esophagitis patients with food impactions |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6230678/ https://www.ncbi.nlm.nih.gov/pubmed/30455683 http://dx.doi.org/10.3389/fimmu.2018.02059 |
work_keys_str_mv | AT sallisbenjaminf adistinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT acarutkucan adistinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT hawthornekelsey adistinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT babcockstephenj adistinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT kanagarathamcynthia adistinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT goldsmithjeffreyd adistinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT rosenrachel adistinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT vanderhoofjona adistinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT nurkosamuel adistinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT fiebigeredda adistinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT sallisbenjaminf distinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT acarutkucan distinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT hawthornekelsey distinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT babcockstephenj distinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT kanagarathamcynthia distinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT goldsmithjeffreyd distinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT rosenrachel distinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT vanderhoofjona distinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT nurkosamuel distinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions AT fiebigeredda distinctesophagealmrnapatternidentifieseosinophilicesophagitispatientswithfoodimpactions |