TY - JOUR
T1 - The association between air pollution exposure and glucose and lipids levels
AU - Sade, Maayan Yitshak
AU - Kloog, Itai
AU - Liberty, Idit F.
AU - Schwartz, Joel
AU - Novack, Victor
N1 - Publisher Copyright:
© 2016 by the Endocrine Society.
PY - 2016/6
Y1 - 2016/6
N2 - Context: Evidence from recent decades supports a causal association between air pollution (particulate matter ≥10 μm in diameter [PM10] and PM ≥2.5 μm in diameter [PM2.5]) and oxidative stress, possibly involving impaired metabolism of glucose and lipids. Objective: Using a satellite based model to assess PM exposure at 1-km spatial resolution, we examined the associations between PM and glucose, hemoglobin A1c (HbA1c), and lipids. Design: Population-based retrospective cohort study of a 10-year period. Setting: Members of the largest health care provider in Southern Israel. Participants: We included all serum glucose, HbA1c, and lipids tests of subjects with known cardiovascular diseases and risk factors. Subjects' glycemic status was defined as normal or diabetes. Main Outcome: Log-transformed glucose, HbA1c, and lipid values were explored by mixed models, with adjustment for personal and seasonal confounders. Results: We assessed 73 117 subjects with over 600 000 samples. Three-month average concentration of PM10, but not 1- To 7-d exposure, was associated with increases of serum glucose, HbA1c, low-density lipoprotein and triglycerides, and decrease of high-density lipoprotein. The strongest associations were observed among subjects with diabetes (percent increase [95% confidence interval], for interquartile range increase of PM10 and PM2.5): 3.58% (1.03%; 6.20%) and 2.93% (0.35%; 5.59%) increase in HbA1c and 2.37% (2.11%; 2.63%) and 1.54% (1.26%; 1.83%) increase in low-density lipoprotein. Antidiabetic medications (other than insulin) attenuated the air pollution effect on serum glucose. Conclusions: Intermediate-term, but not short term, exposure to PM is associated with alterations in glucose, HbA1c, and lipids, especially among people with diabetes.
AB - Context: Evidence from recent decades supports a causal association between air pollution (particulate matter ≥10 μm in diameter [PM10] and PM ≥2.5 μm in diameter [PM2.5]) and oxidative stress, possibly involving impaired metabolism of glucose and lipids. Objective: Using a satellite based model to assess PM exposure at 1-km spatial resolution, we examined the associations between PM and glucose, hemoglobin A1c (HbA1c), and lipids. Design: Population-based retrospective cohort study of a 10-year period. Setting: Members of the largest health care provider in Southern Israel. Participants: We included all serum glucose, HbA1c, and lipids tests of subjects with known cardiovascular diseases and risk factors. Subjects' glycemic status was defined as normal or diabetes. Main Outcome: Log-transformed glucose, HbA1c, and lipid values were explored by mixed models, with adjustment for personal and seasonal confounders. Results: We assessed 73 117 subjects with over 600 000 samples. Three-month average concentration of PM10, but not 1- To 7-d exposure, was associated with increases of serum glucose, HbA1c, low-density lipoprotein and triglycerides, and decrease of high-density lipoprotein. The strongest associations were observed among subjects with diabetes (percent increase [95% confidence interval], for interquartile range increase of PM10 and PM2.5): 3.58% (1.03%; 6.20%) and 2.93% (0.35%; 5.59%) increase in HbA1c and 2.37% (2.11%; 2.63%) and 1.54% (1.26%; 1.83%) increase in low-density lipoprotein. Antidiabetic medications (other than insulin) attenuated the air pollution effect on serum glucose. Conclusions: Intermediate-term, but not short term, exposure to PM is associated with alterations in glucose, HbA1c, and lipids, especially among people with diabetes.
UR - http://www.scopus.com/inward/record.url?scp=84973551303&partnerID=8YFLogxK
U2 - 10.1210/jc.2016-1378
DO - 10.1210/jc.2016-1378
M3 - Article
C2 - 27218271
AN - SCOPUS:84973551303
SN - 0021-972X
VL - 101
SP - 2460
EP - 2467
JO - Journal of Clinical Endocrinology and Metabolism
JF - Journal of Clinical Endocrinology and Metabolism
IS - 6
ER -