Metabolomics of Lead Exposure and Its Role in Respiratory Disease

Abstract

The overarching hypothesis of this proposal was that exposure to lead (Pb) during active military service is related to the observed high prevalence of poor lung health among veterans. We aimed to explore the mechanisms underlying this relationship utilizing metabolomics; i.e. the systematic profiling of small (less than 10kDa) metabolites in a biological sample, which will allow us to construct a causal pathway demonstrating the mechanistic and biological connections between Pb exposure and lung health. To achieve this aim we identified participants from the ongoing Normative Ageing Study of Veterans. We selected men with detailed histories on their exposure to Pb, with comprehensive data on long term lung health and with blood samples suitable for metabolomics profiling. During this reporting period, we identified 661 plasma samples from 464 veterans, which we shipped to Metabolon Inc. for metabolomic profiling using four LCMS platforms, enabling the broadest coverage of the metabolome possible. We applied QC and data processing pipelines to these data, and initiated the statistical analysis plan outlined in our proposal. To date, we have successfully identified a metabolomic profile associated with Pb exposure and a metabolomic profile associated with poor lung health. Our analyses, encompassing both frequentist and network approaches, suggested that the relationship between Pb and the lung is mediated, in part, by dysregulated Glycine, Serine and Threonine Metabolism; Histidine Metabolism; Leucine, Isoleucine and Valine Metabolism; Phospholipid Metabolism and Sphingolipid metabolism. These findings have been presented at both national and international conferences, and have resulted in two manuscripts pending submission, and additional planned publications.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Oct 01, 2019
Accession Number
AD1092049

Entities

People

  • Jessica Lasky-Su
  • Rachel S Kelly

Tags

DTIC Thesaurus Topics

  • Amino Acids
  • Chemistry
  • Computational Biology
  • Computational Science
  • Data Processing
  • Health Services
  • Information Science
  • Liquid Chromatography
  • Lung Diseases
  • Mass Spectrometry
  • Medical Personnel
  • Metabolism
  • Metabolomics
  • Network Science
  • Statistical Analysis
  • Supervised Machine Learning
  • Systems Biology

Fields of Study

  • Environmental science

Readers

  • Analytical Chemistry
  • Oncology and Biomarker-Based Cancer Detection.
  • Theoretical Analysis.