TY - JOUR
T1 - Blood transcriptional and microRNA responses to short-term exposure to disinfection by-products in a swimming pool
AU - Espín-Pérez, Almudena
AU - Font-Ribera, Laia
AU - van Veldhoven, Karin
AU - Krauskopf, Julian
AU - Portengen, Lutzen
AU - Chadeau-Hyam, Marc
AU - Vermeulen, Roel
AU - Grimalt, Joan O
AU - Villanueva, Cristina M.
AU - Vineis, Paolo
AU - Kogevinas, Manolis
AU - Kleinjans, Jos C
AU - de Kok, Theo M C M
PY - 2018/1
Y1 - 2018/1
N2 - Background Swimming in a chlorinated pool results in high exposure levels to disinfection by-products (DBPs), which have been associated with an increased risk of bladder cancer. Objectives By studying molecular responses at the blood transcriptome level we examined the biological processes associated with exposure to these compounds. Methods Whole-genome gene expression and microRNA analysis was performed on blood samples collected from 43 volunteers before and 2 h after 40 min swimming in an indoor chlorinated pool (PISCINAII study). Exposure to THMs was measured in exhaled breath. Heart rate and kcal expenditure were measured as proxies for physical activity. Associations between exposure levels and gene expression were assessed using multivariate normal models (MVN), correcting for age, body mass index and sex. A Bonferroni threshold at 5% was applied. Results MVN-models for the individual exposures identified 1778 genes and 23 microRNAs that were significantly associated with exposure to at least one DBP. Due to co-linearity it was not possible to statistically disentangle responses to DBP exposure from those related to physical activity. However, after eliminating previously reported transcripts associated with physical activity a large number of hits remained associated with DBP exposure. Among those, 9 were linked with bladder and 31 with colon cancer. Concordant microRNA/mRNA expressions were identified in association with DBP exposure for hsa-mir-22-3p and hsa-miR-146a-5p and their targets RCOR1 and TLR4, both related to colon cancer in association with DBP exposure. Conclusions Short-term exposure to low levels of DBPs shows genomics responses that may be indicative of increased cancer risk.
AB - Background Swimming in a chlorinated pool results in high exposure levels to disinfection by-products (DBPs), which have been associated with an increased risk of bladder cancer. Objectives By studying molecular responses at the blood transcriptome level we examined the biological processes associated with exposure to these compounds. Methods Whole-genome gene expression and microRNA analysis was performed on blood samples collected from 43 volunteers before and 2 h after 40 min swimming in an indoor chlorinated pool (PISCINAII study). Exposure to THMs was measured in exhaled breath. Heart rate and kcal expenditure were measured as proxies for physical activity. Associations between exposure levels and gene expression were assessed using multivariate normal models (MVN), correcting for age, body mass index and sex. A Bonferroni threshold at 5% was applied. Results MVN-models for the individual exposures identified 1778 genes and 23 microRNAs that were significantly associated with exposure to at least one DBP. Due to co-linearity it was not possible to statistically disentangle responses to DBP exposure from those related to physical activity. However, after eliminating previously reported transcripts associated with physical activity a large number of hits remained associated with DBP exposure. Among those, 9 were linked with bladder and 31 with colon cancer. Concordant microRNA/mRNA expressions were identified in association with DBP exposure for hsa-mir-22-3p and hsa-miR-146a-5p and their targets RCOR1 and TLR4, both related to colon cancer in association with DBP exposure. Conclusions Short-term exposure to low levels of DBPs shows genomics responses that may be indicative of increased cancer risk.
KW - Disinfection by-products
KW - Multivariate normal models
KW - Transcriptomics
KW - microRNA
U2 - 10.1016/j.envint.2017.10.003
DO - 10.1016/j.envint.2017.10.003
M3 - Article
SN - 0160-4120
VL - 110
SP - 42
EP - 50
JO - Environment international
JF - Environment international
ER -