Residential greenness, gestational diabetes mellitus (GDM) and microbiome diversity during pregnancy
Gestational diabetes mellitus (GDM) is associated with reduced gut microbiota richness that was also reported to differ significantly between those living in rural compared to urban environments. Therefore, our aim was to examine the associations between greenness and maternal blood glucose levels a...
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creator | Avizemel, Ofir Frishman, Sigal Pinto, Yishay Michael, Yaron Turjeman, Sondra Tenenbaum-Gavish, Kinneret Yariv, Or Peled, Yoav Poran, Eran Pardo, Joseph Chen, Rony Hod, Moshe Schwartz, Betty Hadar, Eran Koren, Omry Agay-Shay, Keren |
description | Gestational diabetes mellitus (GDM) is associated with reduced gut microbiota richness that was also reported to differ significantly between those living in rural compared to urban environments. Therefore, our aim was to examine the associations between greenness and maternal blood glucose levels and GDM, with microbiome diversity as a possible mediator in these associations.
Pregnant women were recruited between January 2016 and October 2017. Residential greenness was evaluated as mean Normalized Difference Vegetation Index (NDVI) within 100, 300 and 500 m buffers surrounding each maternal residential address. Maternal glucose levels were measured at 24–28 weeks of gestation and GDM was diagnosed. We estimated the associations between greenness and glucose levels and GDM using generalized linear models, adjusting for socioeconomic status and season at last menstrual period. Using causal mediation analysis, the mediation effects of four different indices of microbiome alpha diversity in first trimester stool and saliva samples were assessed.
Of 269 pregnant women, 27 participants (10.04%) were diagnosed with GDM. Although not statistically significant, adjusted exposure to medium tertile levels of mean NDVI at 300 m buffer had lower odds of GDM (OR = 0.45, 95% CI: 0.16, 1.26, p = 0.13) and decreased change in mean glucose levels (β = −6.28, 95% CI: 14.91, 2.24, p = 0.15) compared to the lowest tertile levels of mean NDVI. Mixed results were observed at 100 and 500 m buffers, and when comparing highest tertile levels to lowest. No mediation effect of first trimester microbiome on the association between residential greenness and GDM was observed, and a small, possibly incidental, mediation effect on glucose levels was observed.
Our study suggests possible associations between residential greenness and glucose intolerance and risk of GDM, though without sufficient evidence. Microbiome in the first trimester, while involved in GDM etiology, is not a mediator in these associations. Future studies in larger populations should further examine these associations.
[Display omitted]
•Gestational diabetes mellitus (GDM) and greenness were previously associated.•GDM was also previously associated with reduced gut microbiota richness.•Microbiome richness was evaluated by 4 alpha indices in stool and saliva samples.•Possible associations between residential greenness and risk of GDM were observed.•Microbiome richness does not mediate this possible association. |
doi_str_mv | 10.1016/j.ijheh.2023.114191 |
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Pregnant women were recruited between January 2016 and October 2017. Residential greenness was evaluated as mean Normalized Difference Vegetation Index (NDVI) within 100, 300 and 500 m buffers surrounding each maternal residential address. Maternal glucose levels were measured at 24–28 weeks of gestation and GDM was diagnosed. We estimated the associations between greenness and glucose levels and GDM using generalized linear models, adjusting for socioeconomic status and season at last menstrual period. Using causal mediation analysis, the mediation effects of four different indices of microbiome alpha diversity in first trimester stool and saliva samples were assessed.
Of 269 pregnant women, 27 participants (10.04%) were diagnosed with GDM. Although not statistically significant, adjusted exposure to medium tertile levels of mean NDVI at 300 m buffer had lower odds of GDM (OR = 0.45, 95% CI: 0.16, 1.26, p = 0.13) and decreased change in mean glucose levels (β = −6.28, 95% CI: 14.91, 2.24, p = 0.15) compared to the lowest tertile levels of mean NDVI. Mixed results were observed at 100 and 500 m buffers, and when comparing highest tertile levels to lowest. No mediation effect of first trimester microbiome on the association between residential greenness and GDM was observed, and a small, possibly incidental, mediation effect on glucose levels was observed.
Our study suggests possible associations between residential greenness and glucose intolerance and risk of GDM, though without sufficient evidence. Microbiome in the first trimester, while involved in GDM etiology, is not a mediator in these associations. Future studies in larger populations should further examine these associations.
[Display omitted]
•Gestational diabetes mellitus (GDM) and greenness were previously associated.•GDM was also previously associated with reduced gut microbiota richness.•Microbiome richness was evaluated by 4 alpha indices in stool and saliva samples.•Possible associations between residential greenness and risk of GDM were observed.•Microbiome richness does not mediate this possible association.</description><identifier>ISSN: 1438-4639</identifier><identifier>EISSN: 1618-131X</identifier><identifier>DOI: 10.1016/j.ijheh.2023.114191</identifier><identifier>PMID: 37290331</identifier><language>eng</language><publisher>Germany: Elsevier GmbH</publisher><subject>Biodiversity ; Gestational diabetes mellitus (GDM) ; Glucose level ; Greenness ; Microbiome ; Normalized difference vegetation index (NDVI)</subject><ispartof>International journal of hygiene and environmental health, 2023-06, Vol.251, p.114191-114191, Article 114191</ispartof><rights>2023 Elsevier GmbH</rights><rights>Copyright © 2023 Elsevier GmbH. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c359t-7ed83d9cbdbaf5bff41ece6c0557f93246a27c5495275e20ac7266b4412124c23</citedby><cites>FETCH-LOGICAL-c359t-7ed83d9cbdbaf5bff41ece6c0557f93246a27c5495275e20ac7266b4412124c23</cites><orcidid>0000-0002-0635-5182 ; 0000-0002-9705-3162 ; 0000-0002-7738-1337 ; 0000-0003-1465-6281</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ijheh.2023.114191$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37290331$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Avizemel, Ofir</creatorcontrib><creatorcontrib>Frishman, Sigal</creatorcontrib><creatorcontrib>Pinto, Yishay</creatorcontrib><creatorcontrib>Michael, Yaron</creatorcontrib><creatorcontrib>Turjeman, Sondra</creatorcontrib><creatorcontrib>Tenenbaum-Gavish, Kinneret</creatorcontrib><creatorcontrib>Yariv, Or</creatorcontrib><creatorcontrib>Peled, Yoav</creatorcontrib><creatorcontrib>Poran, Eran</creatorcontrib><creatorcontrib>Pardo, Joseph</creatorcontrib><creatorcontrib>Chen, Rony</creatorcontrib><creatorcontrib>Hod, Moshe</creatorcontrib><creatorcontrib>Schwartz, Betty</creatorcontrib><creatorcontrib>Hadar, Eran</creatorcontrib><creatorcontrib>Koren, Omry</creatorcontrib><creatorcontrib>Agay-Shay, Keren</creatorcontrib><title>Residential greenness, gestational diabetes mellitus (GDM) and microbiome diversity during pregnancy</title><title>International journal of hygiene and environmental health</title><addtitle>Int J Hyg Environ Health</addtitle><description>Gestational diabetes mellitus (GDM) is associated with reduced gut microbiota richness that was also reported to differ significantly between those living in rural compared to urban environments. Therefore, our aim was to examine the associations between greenness and maternal blood glucose levels and GDM, with microbiome diversity as a possible mediator in these associations.
Pregnant women were recruited between January 2016 and October 2017. Residential greenness was evaluated as mean Normalized Difference Vegetation Index (NDVI) within 100, 300 and 500 m buffers surrounding each maternal residential address. Maternal glucose levels were measured at 24–28 weeks of gestation and GDM was diagnosed. We estimated the associations between greenness and glucose levels and GDM using generalized linear models, adjusting for socioeconomic status and season at last menstrual period. Using causal mediation analysis, the mediation effects of four different indices of microbiome alpha diversity in first trimester stool and saliva samples were assessed.
Of 269 pregnant women, 27 participants (10.04%) were diagnosed with GDM. Although not statistically significant, adjusted exposure to medium tertile levels of mean NDVI at 300 m buffer had lower odds of GDM (OR = 0.45, 95% CI: 0.16, 1.26, p = 0.13) and decreased change in mean glucose levels (β = −6.28, 95% CI: 14.91, 2.24, p = 0.15) compared to the lowest tertile levels of mean NDVI. Mixed results were observed at 100 and 500 m buffers, and when comparing highest tertile levels to lowest. No mediation effect of first trimester microbiome on the association between residential greenness and GDM was observed, and a small, possibly incidental, mediation effect on glucose levels was observed.
Our study suggests possible associations between residential greenness and glucose intolerance and risk of GDM, though without sufficient evidence. Microbiome in the first trimester, while involved in GDM etiology, is not a mediator in these associations. Future studies in larger populations should further examine these associations.
[Display omitted]
•Gestational diabetes mellitus (GDM) and greenness were previously associated.•GDM was also previously associated with reduced gut microbiota richness.•Microbiome richness was evaluated by 4 alpha indices in stool and saliva samples.•Possible associations between residential greenness and risk of GDM were observed.•Microbiome richness does not mediate this possible association.</description><subject>Biodiversity</subject><subject>Gestational diabetes mellitus (GDM)</subject><subject>Glucose level</subject><subject>Greenness</subject><subject>Microbiome</subject><subject>Normalized difference vegetation index (NDVI)</subject><issn>1438-4639</issn><issn>1618-131X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kEtLxDAQgIMovn-BID0q2DWTpI8cPIhvUARR8BbSZLpm2aZr0gr7742uevQ0w_DN6yPkAOgEKJSns4mbveHbhFHGJwACJKyRbSihzoHD63rKBa9zUXK5RXZinFHKgNZyk2zxiknKOWwT-4TRWfSD0_NsGhC9xxhPsinGQQ-u96lsnW5wwJh1OJ-7YYzZ0c3lw3Gmvc06Z0LfuL7DhH1giG5YZnYMzk-zRcCp194s98hGq-cR93_iLnm5vnq-uM3vH2_uLs7vc8MLOeQV2ppbaRrb6LZo2lYAGiwNLYqqlZyJUrPKFEIWrCqQUW0qVpaNEMCACcP4LjlazV2E_n1MH6jORZOO1h77MSpWpxlSyKpIKF-h6fwYA7ZqEVynw1IBVV961Ux961VfetVKb-o6_FkwNh3av55fnwk4WwGY3vxwGFQ0Dr1B6wKaQdne_bvgE5FYjWk</recordid><startdate>20230601</startdate><enddate>20230601</enddate><creator>Avizemel, Ofir</creator><creator>Frishman, Sigal</creator><creator>Pinto, Yishay</creator><creator>Michael, Yaron</creator><creator>Turjeman, Sondra</creator><creator>Tenenbaum-Gavish, Kinneret</creator><creator>Yariv, Or</creator><creator>Peled, Yoav</creator><creator>Poran, Eran</creator><creator>Pardo, Joseph</creator><creator>Chen, Rony</creator><creator>Hod, Moshe</creator><creator>Schwartz, Betty</creator><creator>Hadar, Eran</creator><creator>Koren, Omry</creator><creator>Agay-Shay, Keren</creator><general>Elsevier GmbH</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-0635-5182</orcidid><orcidid>https://orcid.org/0000-0002-9705-3162</orcidid><orcidid>https://orcid.org/0000-0002-7738-1337</orcidid><orcidid>https://orcid.org/0000-0003-1465-6281</orcidid></search><sort><creationdate>20230601</creationdate><title>Residential greenness, gestational diabetes mellitus (GDM) and microbiome diversity during pregnancy</title><author>Avizemel, Ofir ; Frishman, Sigal ; Pinto, Yishay ; Michael, Yaron ; Turjeman, Sondra ; Tenenbaum-Gavish, Kinneret ; Yariv, Or ; Peled, Yoav ; Poran, Eran ; Pardo, Joseph ; Chen, Rony ; Hod, Moshe ; Schwartz, Betty ; Hadar, Eran ; Koren, Omry ; Agay-Shay, Keren</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c359t-7ed83d9cbdbaf5bff41ece6c0557f93246a27c5495275e20ac7266b4412124c23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Biodiversity</topic><topic>Gestational diabetes mellitus (GDM)</topic><topic>Glucose level</topic><topic>Greenness</topic><topic>Microbiome</topic><topic>Normalized difference vegetation index (NDVI)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Avizemel, Ofir</creatorcontrib><creatorcontrib>Frishman, Sigal</creatorcontrib><creatorcontrib>Pinto, Yishay</creatorcontrib><creatorcontrib>Michael, Yaron</creatorcontrib><creatorcontrib>Turjeman, Sondra</creatorcontrib><creatorcontrib>Tenenbaum-Gavish, Kinneret</creatorcontrib><creatorcontrib>Yariv, Or</creatorcontrib><creatorcontrib>Peled, Yoav</creatorcontrib><creatorcontrib>Poran, Eran</creatorcontrib><creatorcontrib>Pardo, Joseph</creatorcontrib><creatorcontrib>Chen, Rony</creatorcontrib><creatorcontrib>Hod, Moshe</creatorcontrib><creatorcontrib>Schwartz, Betty</creatorcontrib><creatorcontrib>Hadar, Eran</creatorcontrib><creatorcontrib>Koren, Omry</creatorcontrib><creatorcontrib>Agay-Shay, Keren</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>International journal of hygiene and environmental health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Avizemel, Ofir</au><au>Frishman, Sigal</au><au>Pinto, Yishay</au><au>Michael, Yaron</au><au>Turjeman, Sondra</au><au>Tenenbaum-Gavish, Kinneret</au><au>Yariv, Or</au><au>Peled, Yoav</au><au>Poran, Eran</au><au>Pardo, Joseph</au><au>Chen, Rony</au><au>Hod, Moshe</au><au>Schwartz, Betty</au><au>Hadar, Eran</au><au>Koren, Omry</au><au>Agay-Shay, Keren</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Residential greenness, gestational diabetes mellitus (GDM) and microbiome diversity during pregnancy</atitle><jtitle>International journal of hygiene and environmental health</jtitle><addtitle>Int J Hyg Environ Health</addtitle><date>2023-06-01</date><risdate>2023</risdate><volume>251</volume><spage>114191</spage><epage>114191</epage><pages>114191-114191</pages><artnum>114191</artnum><issn>1438-4639</issn><eissn>1618-131X</eissn><abstract>Gestational diabetes mellitus (GDM) is associated with reduced gut microbiota richness that was also reported to differ significantly between those living in rural compared to urban environments. Therefore, our aim was to examine the associations between greenness and maternal blood glucose levels and GDM, with microbiome diversity as a possible mediator in these associations.
Pregnant women were recruited between January 2016 and October 2017. Residential greenness was evaluated as mean Normalized Difference Vegetation Index (NDVI) within 100, 300 and 500 m buffers surrounding each maternal residential address. Maternal glucose levels were measured at 24–28 weeks of gestation and GDM was diagnosed. We estimated the associations between greenness and glucose levels and GDM using generalized linear models, adjusting for socioeconomic status and season at last menstrual period. Using causal mediation analysis, the mediation effects of four different indices of microbiome alpha diversity in first trimester stool and saliva samples were assessed.
Of 269 pregnant women, 27 participants (10.04%) were diagnosed with GDM. Although not statistically significant, adjusted exposure to medium tertile levels of mean NDVI at 300 m buffer had lower odds of GDM (OR = 0.45, 95% CI: 0.16, 1.26, p = 0.13) and decreased change in mean glucose levels (β = −6.28, 95% CI: 14.91, 2.24, p = 0.15) compared to the lowest tertile levels of mean NDVI. Mixed results were observed at 100 and 500 m buffers, and when comparing highest tertile levels to lowest. No mediation effect of first trimester microbiome on the association between residential greenness and GDM was observed, and a small, possibly incidental, mediation effect on glucose levels was observed.
Our study suggests possible associations between residential greenness and glucose intolerance and risk of GDM, though without sufficient evidence. Microbiome in the first trimester, while involved in GDM etiology, is not a mediator in these associations. Future studies in larger populations should further examine these associations.
[Display omitted]
•Gestational diabetes mellitus (GDM) and greenness were previously associated.•GDM was also previously associated with reduced gut microbiota richness.•Microbiome richness was evaluated by 4 alpha indices in stool and saliva samples.•Possible associations between residential greenness and risk of GDM were observed.•Microbiome richness does not mediate this possible association.</abstract><cop>Germany</cop><pub>Elsevier GmbH</pub><pmid>37290331</pmid><doi>10.1016/j.ijheh.2023.114191</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-0635-5182</orcidid><orcidid>https://orcid.org/0000-0002-9705-3162</orcidid><orcidid>https://orcid.org/0000-0002-7738-1337</orcidid><orcidid>https://orcid.org/0000-0003-1465-6281</orcidid></addata></record> |
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subjects | Biodiversity Gestational diabetes mellitus (GDM) Glucose level Greenness Microbiome Normalized difference vegetation index (NDVI) |
title | Residential greenness, gestational diabetes mellitus (GDM) and microbiome diversity during pregnancy |
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