Prada Diddier, Kalia Vrinda, Gao Feng, Rexrode Kathryn, Kooperberg Charles, Reiner Alex, Balasubramanian Raji, Wu Hui-Chen, Crandall Carolyn J, Horowitz Carol, Cantu-de-Leon David, Garcia-Cuellar Claudia, Ramirez Andrea, González-Ruiz Jonathan, Liao Duanping, Yanosky Jeff, Stewart James D, Whitsel Eric A, Baccarelli Andrea A
Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY 10029-5674, United States.
Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY 10029-5674, United States.
J Bone Miner Res. 2025 Jun 25;40(7):834-846. doi: 10.1093/jbmr/zjaf059.
Ambient air pollution has been associated with bone damage. However, no studies have evaluated the metabolomic response to air pollutants and its potential influence on bone health in postmenopausal women. We analyzed data from Women's Health Initiative (WHI) participants with plasma samples. Whole-body, TH, FN, and spine BMD were determined using DXA at enrollment and follow-up visits (years 1, 3, 6, and 9 visits; Y1, Y3, Y6, Y9, respectively). Geocoded, participant address-specific, daily particulate matter nitrogen oxide (NO), nitrogen dioxide (NO2), particulate matter ≤10 μm (PM10), and sulfur dioxide (SO2) concentrations were averaged over 1-, 3-, and 5-yr periods before plasma sampling for metabolomic assessments (at baseline and Y1 visit). The averages were then integrated using masked WHI participant identifiers. Statistical analyses included multivariable-adjusted linear mixed models, pathway analyses, and mediation modeling. At all averaging periods, NO, NO2, and SO2, but not PM10, were associated with taurine, inosine, and C38:4 phosphatidylethanolamine (PE). We found a partial potential mediation of C38:4 PE in the association between 1-yr average NO and LS BMD (p-value: .032). This is the first study suggesting phospholipids may partially mediate air pollution-related bone damage in postmenopausal women.
环境空气污染与骨骼损伤有关。然而,尚无研究评估绝经后女性对空气污染物的代谢组学反应及其对骨骼健康的潜在影响。我们分析了来自女性健康倡议(WHI)参与者的血浆样本数据。在入组和随访时(分别为第1、3、6和9年的访视;即Y1、Y3、Y6、Y9),使用双能X线吸收法(DXA)测定全身、髋部、股骨颈和脊柱的骨密度。在进行代谢组学评估(基线和Y1访视)的血浆采样前,对经过地理编码的、参与者特定地址的每日颗粒物、氮氧化物(NO)、二氧化氮(NO₂)、≤10μm颗粒物(PM₁₀)和二氧化硫(SO₂)浓度进行1年、3年和5年期间的平均。然后使用WHI参与者的掩码标识符对这些平均值进行整合。统计分析包括多变量调整线性混合模型、通路分析和中介模型。在所有平均时间段内,NO、NO₂和SO₂(而非PM₁₀)与牛磺酸、肌苷和C38:4磷脂酰乙醇胺(PE)相关。我们发现C38:4 PE在1年平均NO与腰椎骨密度的关联中存在部分潜在中介作用(p值:0.032)。这是第一项表明磷脂可能部分介导绝经后女性空气污染相关骨骼损伤的研究。