The socioeconomic landscape of the exposome during pregnancy
Background: While socioeconomic position (SEP) is consistently related to pregnancy and birth outcome disparities, relevant biological mechanisms are manifold, thus necessitating more comprehensive characterization of SEP-exposome associations during pregnancy. Objectives: We implemented an exposomi...
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Science::Medicine Exposome Socioeconomic Position Sum, Ka Kei Tint, Mya Thway Aguilera, Rosana Dickens, Borame Sue Lee Choo, Sue Ang, Li Ting Phua, Desiree Law, Evelyn C. Ng, Sharon Tan, Karen Mei-Ling Benmarhnia, Tarik Karnani, Neerja Eriksson, Johan G. Chong, Yap-Seng Yap, Fabian Tan, Kok Hian Lee, Yung Seng Chan, Shiao-Yng Chong, Mary F. F. Huang, Jonathan The socioeconomic landscape of the exposome during pregnancy |
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Background: While socioeconomic position (SEP) is consistently related to pregnancy and birth outcome disparities, relevant biological mechanisms are manifold, thus necessitating more comprehensive characterization of SEP-exposome associations during pregnancy. Objectives: We implemented an exposomic approach to systematically characterize the socioeconomic landscape of prenatal exposures in a setting where social segregation was less distinct in a hypotheses-generating manner. Methods: We described the correlation structure of 134 prenatal exogenous and endogenous sources (e.g., micronutrients, hormones, immunomodulatory metabolites, environmental pollutants) collected in a diverse, population-representative, urban, high-income longitudinal mother-offspring cohort (N = 1341; 2009–2011). We examined the associations between maternal, paternal, household, and areal level SEP indicators and 134 exposures using multiple regressions adjusted for precision variables, as well as potential effect measure modification by ethnicity and nativity. Finally, we generated summary SEP indices using Multiple Correspondence Analysis to further explore possible curved relationships. Results: Individual and household SEP were associated with anthropometric/adiposity measures, folate, omega-3 fatty acids, insulin-like growth factor-II, fasting glucose, and neopterin, an inflammatory marker. We observed paternal education was more strongly and consistently related to maternal exposures than maternal education. This was most apparent amongst couples discordant on education. Analyses revealed additional non-linear associations between areal composite SEP and particulate matter. Environmental contaminants (e.g., per- and polyfluoroalkyl substances) and micronutrients (e.g., folate and copper) showed opposing associations by ethnicity and nativity, respectively. Discussion: SEP-exposome relationships are complex, non-linear, and context specific. Our findings reinforce the potential role of paternal contributions and context-specific modifiers of associations, such as between ethnicity and maternal diet-related exposures. Despite weak presumed areal clustering of individual exposures in our context, our approach reinforces subtle non-linearities in areal-level exposures. |
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Lee Kong Chian School of Medicine (LKCMedicine) |
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Lee Kong Chian School of Medicine (LKCMedicine) Sum, Ka Kei Tint, Mya Thway Aguilera, Rosana Dickens, Borame Sue Lee Choo, Sue Ang, Li Ting Phua, Desiree Law, Evelyn C. Ng, Sharon Tan, Karen Mei-Ling Benmarhnia, Tarik Karnani, Neerja Eriksson, Johan G. Chong, Yap-Seng Yap, Fabian Tan, Kok Hian Lee, Yung Seng Chan, Shiao-Yng Chong, Mary F. F. Huang, Jonathan |
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Article |
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Sum, Ka Kei Tint, Mya Thway Aguilera, Rosana Dickens, Borame Sue Lee Choo, Sue Ang, Li Ting Phua, Desiree Law, Evelyn C. Ng, Sharon Tan, Karen Mei-Ling Benmarhnia, Tarik Karnani, Neerja Eriksson, Johan G. Chong, Yap-Seng Yap, Fabian Tan, Kok Hian Lee, Yung Seng Chan, Shiao-Yng Chong, Mary F. F. Huang, Jonathan |
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Sum, Ka Kei |
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The socioeconomic landscape of the exposome during pregnancy |
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The socioeconomic landscape of the exposome during pregnancy |
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The socioeconomic landscape of the exposome during pregnancy |
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The socioeconomic landscape of the exposome during pregnancy |
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The socioeconomic landscape of the exposome during pregnancy |
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socioeconomic landscape of the exposome during pregnancy |
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2022 |
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https://hdl.handle.net/10356/162624 |
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sg-ntu-dr.10356-1626242023-03-05T16:51:18Z The socioeconomic landscape of the exposome during pregnancy Sum, Ka Kei Tint, Mya Thway Aguilera, Rosana Dickens, Borame Sue Lee Choo, Sue Ang, Li Ting Phua, Desiree Law, Evelyn C. Ng, Sharon Tan, Karen Mei-Ling Benmarhnia, Tarik Karnani, Neerja Eriksson, Johan G. Chong, Yap-Seng Yap, Fabian Tan, Kok Hian Lee, Yung Seng Chan, Shiao-Yng Chong, Mary F. F. Huang, Jonathan Lee Kong Chian School of Medicine (LKCMedicine) Duke–NUS Medical School KK Women’s and Children’s Hospital Science::Medicine Exposome Socioeconomic Position Background: While socioeconomic position (SEP) is consistently related to pregnancy and birth outcome disparities, relevant biological mechanisms are manifold, thus necessitating more comprehensive characterization of SEP-exposome associations during pregnancy. Objectives: We implemented an exposomic approach to systematically characterize the socioeconomic landscape of prenatal exposures in a setting where social segregation was less distinct in a hypotheses-generating manner. Methods: We described the correlation structure of 134 prenatal exogenous and endogenous sources (e.g., micronutrients, hormones, immunomodulatory metabolites, environmental pollutants) collected in a diverse, population-representative, urban, high-income longitudinal mother-offspring cohort (N = 1341; 2009–2011). We examined the associations between maternal, paternal, household, and areal level SEP indicators and 134 exposures using multiple regressions adjusted for precision variables, as well as potential effect measure modification by ethnicity and nativity. Finally, we generated summary SEP indices using Multiple Correspondence Analysis to further explore possible curved relationships. Results: Individual and household SEP were associated with anthropometric/adiposity measures, folate, omega-3 fatty acids, insulin-like growth factor-II, fasting glucose, and neopterin, an inflammatory marker. We observed paternal education was more strongly and consistently related to maternal exposures than maternal education. This was most apparent amongst couples discordant on education. Analyses revealed additional non-linear associations between areal composite SEP and particulate matter. Environmental contaminants (e.g., per- and polyfluoroalkyl substances) and micronutrients (e.g., folate and copper) showed opposing associations by ethnicity and nativity, respectively. Discussion: SEP-exposome relationships are complex, non-linear, and context specific. Our findings reinforce the potential role of paternal contributions and context-specific modifiers of associations, such as between ethnicity and maternal diet-related exposures. Despite weak presumed areal clustering of individual exposures in our context, our approach reinforces subtle non-linearities in areal-level exposures. Agency for Science, Technology and Research (A*STAR) National Medical Research Council (NMRC) National Research Foundation (NRF) Published version This research is supported by the Singapore National Research Foundation under the Translational and Clinical Research (TCR) Flagship, and Open Fund Large Collaborative Grant (OFLCG) Programmes and administered by the Singapore Ministry of Health’s National Medical Research Council (NMRC), Singapore - NMRC/TCR/004-NUS/2008; NMRC/TCR/012-NUHS/2014; OFLCG/MOH-000504. Additional funding is provided by the Singapore Institute for Clinical Sciences, Agency for Science Technology and Research (A*STAR), Singapore. 2022-11-01T06:08:29Z 2022-11-01T06:08:29Z 2022 Journal Article Sum, K. K., Tint, M. T., Aguilera, R., Dickens, B. S. L., Choo, S., Ang, L. T., Phua, D., Law, E. C., Ng, S., Tan, K. M., Benmarhnia, T., Karnani, N., Eriksson, J. G., Chong, Y., Yap, F., Tan, K. H., Lee, Y. S., Chan, S., Chong, M. F. F. & Huang, J. (2022). The socioeconomic landscape of the exposome during pregnancy. Environment International, 163, 107205-. https://dx.doi.org/10.1016/j.envint.2022.107205 0160-4120 https://hdl.handle.net/10356/162624 10.1016/j.envint.2022.107205 35349911 2-s2.0-85127052357 163 107205 en NMRC/TCR/004-NUS/2008 NMRC/TCR/012-NUHS/2014 OFLCG/MOH-000504 Environment International © 2022 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). application/pdf |