Literature DB >> 34767496

Metabo-Endotypes of Asthma Reveal Differences in Lung Function: Discovery and Validation in Two TOPMed Cohorts.

Rachel S Kelly1, Kevin M Mendez1, Mengna Huang1, Brian D Hobbs1,2, Clary B Clish3, Robert Gerszten4, Michael H Cho1,2, Craig E Wheelock5,6,7, Michael J McGeachie1, Su H Chu1, Juan C Celedón8, Scott T Weiss1, Jessica Lasky-Su1.   

Abstract

Rationale: Current guidelines do not sufficiently capture the heterogeneous nature of asthma; a more detailed molecular classification is needed. Metabolomics represents a novel and compelling approach to derive asthma endotypes (i.e., subtypes defined by functional and/or pathobiological mechanisms).
Objectives: To validate metabolomic-driven endotypes of asthma and explore their underlying biology.
Methods: In the Genetics of Asthma in Costa Rica Study (GACRS), untargeted metabolomic profiling, similarity network fusion, and spectral clustering was used to identify metabo-endotypes of asthma, and differences in asthma-relevant phenotypes across these metabo-endotypes were explored. The metabo-endotypes were recapitulated in the Childhood Asthma Management Program (CAMP), and clinical differences were determined. Metabolomic drivers of metabo-endotype membership were investigated by meta-analyzing findings from GACRS and CAMP. Measurements and Main
Results: Five metabo-endotypes were identified in GACRS with significant differences in asthma-relevant phenotypes, including prebronchodilator (p-ANOVA = 8.3 × 10-5) and postbronchodilator (p-ANOVA = 1.8 × 10-5) FEV1/FVC. These differences were validated in the recapitulated metabo-endotypes in CAMP. Cholesterol esters, trigylcerides, and fatty acids were among the most important drivers of metabo-endotype membership. The findings suggest dysregulation of pulmonary surfactant homeostasis may play a role in asthma severity. Conclusions: Clinically meaningful endotypes may be derived and validated using metabolomic data. Interrogating the drivers of these metabo-endotypes has the potential to help understand their pathophysiology.

Entities:  

Keywords:  asthma; endotyping; metabo-endotypes; metabolomics

Mesh:

Year:  2022        PMID: 34767496      PMCID: PMC8886990          DOI: 10.1164/rccm.202105-1268OC

Source DB:  PubMed          Journal:  Am J Respir Crit Care Med        ISSN: 1073-449X            Impact factor:   21.405


  50 in total

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Authors:  Louis-Philippe Boulet; J Mark FitzGerald; Helen K Reddel
Journal:  Curr Opin Pulm Med       Date:  2015-01       Impact factor: 3.155

2.  Metabolomic profiling of lung function in Costa-Rican children with asthma.

Authors:  Rachel S Kelly; Yamini Virkud; Rachel Giorgio; Juan C Celedón; Scott T Weiss; Jessica Lasky-Su
Journal:  Biochim Biophys Acta Mol Basis Dis       Date:  2017-02-07       Impact factor: 5.187

Review 3.  The Role of Surfactant in Lung Disease and Host Defense against Pulmonary Infections.

Authors:  SeungHye Han; Rama K Mallampalli
Journal:  Ann Am Thorac Soc       Date:  2015-05

4.  Variation in total and specific IgE: effects of ethnicity and socioeconomic status.

Authors:  Augusto A Litonjua; Juan C Celedón; Jonathan Hausmann; Margaret Nikolov; Diane Sredl; Louise Ryan; Thomas A E Platts-Mills; Scott T Weiss; Diane R Gold
Journal:  J Allergy Clin Immunol       Date:  2005-04       Impact factor: 10.793

5.  Similarity network fusion for aggregating data types on a genomic scale.

Authors:  Bo Wang; Aziz M Mezlini; Feyyaz Demir; Marc Fiume; Zhuowen Tu; Michael Brudno; Benjamin Haibe-Kains; Anna Goldenberg
Journal:  Nat Methods       Date:  2014-01-26       Impact factor: 28.547

6.  Identification of asthma phenotypes using cluster analysis in the Severe Asthma Research Program.

Authors:  Wendy C Moore; Deborah A Meyers; Sally E Wenzel; W Gerald Teague; Huashi Li; Xingnan Li; Ralph D'Agostino; Mario Castro; Douglas Curran-Everett; Anne M Fitzpatrick; Benjamin Gaston; Nizar N Jarjour; Ronald Sorkness; William J Calhoun; Kian Fan Chung; Suzy A A Comhair; Raed A Dweik; Elliot Israel; Stephen P Peters; William W Busse; Serpil C Erzurum; Eugene R Bleecker
Journal:  Am J Respir Crit Care Med       Date:  2009-11-05       Impact factor: 21.405

7.  Validated and longitudinally stable asthma phenotypes based on cluster analysis of the ADEPT study.

Authors:  Matthew J Loza; Ratko Djukanovic; Kian Fan Chung; Daniel Horowitz; Keying Ma; Patrick Branigan; Elliot S Barnathan; Vedrana S Susulic; Philip E Silkoff; Peter J Sterk; Frédéric Baribaud
Journal:  Respir Res       Date:  2016-12-15

Review 8.  Epidemiology of Asthma in Children and Adults.

Authors:  Shyamali C Dharmage; Jennifer L Perret; Adnan Custovic
Journal:  Front Pediatr       Date:  2019-06-18       Impact factor: 3.418

Review 9.  Multi-omics of the gut microbial ecosystem in inflammatory bowel diseases.

Authors:  Ramnik J Xavier; Curtis Huttenhower; Jason Lloyd-Price; Cesar Arze; Ashwin N Ananthakrishnan; Melanie Schirmer; Julian Avila-Pacheco; Tiffany W Poon; Elizabeth Andrews; Nadim J Ajami; Kevin S Bonham; Colin J Brislawn; David Casero; Holly Courtney; Antonio Gonzalez; Thomas G Graeber; A Brantley Hall; Kathleen Lake; Carol J Landers; Himel Mallick; Damian R Plichta; Mahadev Prasad; Gholamali Rahnavard; Jenny Sauk; Dmitry Shungin; Yoshiki Vázquez-Baeza; Richard A White; Jonathan Braun; Lee A Denson; Janet K Jansson; Rob Knight; Subra Kugathasan; Dermot P B McGovern; Joseph F Petrosino; Thaddeus S Stappenbeck; Harland S Winter; Clary B Clish; Eric A Franzosa; Hera Vlamakis
Journal:  Nature       Date:  2019-05-29       Impact factor: 49.962

Review 10.  Biomarkers in asthma: state of the art.

Authors:  Angelica Tiotiu
Journal:  Asthma Res Pract       Date:  2018-12-21
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  3 in total

1.  Metabo-Endotypes of Asthma Reveal Differences in Lung Function: Discovery and Validation in Two TOPMed Cohorts.

Authors:  Rachel S Kelly; Kevin M Mendez; Mengna Huang; Brian D Hobbs; Clary B Clish; Robert Gerszten; Michael H Cho; Craig E Wheelock; Michael J McGeachie; Su H Chu; Juan C Celedón; Scott T Weiss; Jessica Lasky-Su
Journal:  Am J Respir Crit Care Med       Date:  2022-02-01       Impact factor: 21.405

2.  Endotyping Asthma: Profiling the Metabolic Dimension?

Authors:  Michael J Wilde; Salman Siddiqui
Journal:  Am J Respir Crit Care Med       Date:  2022-02-01       Impact factor: 21.405

3.  Metabolomics in pulmonary medicine: extracting the most from your data.

Authors:  Stacey N Reinke; Romanas Chaleckis; Craig E Wheelock
Journal:  Eur Respir J       Date:  2022-08-18       Impact factor: 33.795

  3 in total

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