Association of α-klotho and lead and cadmium: A cross-sectional study

Epigenetic aging is associated with harmful health effects such as oxidative stress from heavy metal exposure. We considered the relationship between genes and heavy metals in association with oxidative stress and then investigated the association between serum α- klotho and lead and cadmium exposur...

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Veröffentlicht in:The Science of the total environment 2022-10, Vol.843, p.156938-156938, Article 156938
Hauptverfasser: Kim, Donghoon, Lee, Sohyae, Choi, Ju-Young, Lee, Jaeho, Lee, Hyo-Jung, Min, Jin-young, Min, Kyoung-bok
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container_title The Science of the total environment
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creator Kim, Donghoon
Lee, Sohyae
Choi, Ju-Young
Lee, Jaeho
Lee, Hyo-Jung
Min, Jin-young
Min, Kyoung-bok
description Epigenetic aging is associated with harmful health effects such as oxidative stress from heavy metal exposure. We considered the relationship between genes and heavy metals in association with oxidative stress and then investigated the association between serum α- klotho and lead and cadmium exposure among adults in the United States from 2007 to 2016 participating in the National Health and Nutrition Examination Survey (NHANES). Samples included 9800 adults aged 40 to 79 years with measurements of serum α-klotho, lead and cadmium, and complete covariate data. Lead and cadmium levels were measured by inductively coupled plasma mass spectrometry and serum α-klotho levels were measured using enzyme-linked immunosorbent assay (ELISA). Multivariate linear regression analysis was used to estimate the association between serum α-klotho and blood lead, blood cadmium, and urinary cadmium. A percent increase in blood lead, blood cadmium, and urinary cadmium was associated with a statistically significant 4.0 % (p < 0.001), 2.0 %, (p = 0.003) and 1.0 % (p = 0.020) decrease in serum klotho. After adjustment, a percent increase in blood lead was associated with a statistically significant 4.0 % (p < 0.001) decrease in serum klotho; blood and urinary cadmium did not show any statistically significant associations after adjustment (β (95 % CI), p-value for blood cadmium: 0.00 (−0.02–0.01), p = 0.573; urinary cadmium: −0.01 (−0.03–0.01), p = 0.210). Mean serum klotho levels showed a statistically significant decreasing trend with increasing blood lead quartiles (unadjusted and all-adjusted geometric means and 95 % confidence intervals of serum klotho (in pg/mL) for Q1, Q2, Q3, and Q4: unadjusted: 827.49 (814.20–840.92), 811.92 (794.73–829.48), 791.48 (775.11–808.19), and 772.01 (754.23–790.29); adjusted: 830.64 (805.53–856.45), 816.07 (789.18–843.87), 800.71 (773.71–828.57), and 784.31 (757.94–811.59)). Blood lead and levels were negatively associated with serum α-klotho levels in a representative population of US adults. These results suggest that blood lead levels may be associated with the serum levels of a protein associated with cognition and aging. Further research is recommended to investigate the causality behind such relationship. [Display omitted] •NHANES data were used to investigate the association between blood lead, blood and urinary cadmium, and serum α-klotho•Blood lead levels were negatively associated with serum klotho levels•Blood and urinary cadmium s
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We considered the relationship between genes and heavy metals in association with oxidative stress and then investigated the association between serum α- klotho and lead and cadmium exposure among adults in the United States from 2007 to 2016 participating in the National Health and Nutrition Examination Survey (NHANES). Samples included 9800 adults aged 40 to 79 years with measurements of serum α-klotho, lead and cadmium, and complete covariate data. Lead and cadmium levels were measured by inductively coupled plasma mass spectrometry and serum α-klotho levels were measured using enzyme-linked immunosorbent assay (ELISA). Multivariate linear regression analysis was used to estimate the association between serum α-klotho and blood lead, blood cadmium, and urinary cadmium. A percent increase in blood lead, blood cadmium, and urinary cadmium was associated with a statistically significant 4.0 % (p &lt; 0.001), 2.0 %, (p = 0.003) and 1.0 % (p = 0.020) decrease in serum klotho. After adjustment, a percent increase in blood lead was associated with a statistically significant 4.0 % (p &lt; 0.001) decrease in serum klotho; blood and urinary cadmium did not show any statistically significant associations after adjustment (β (95 % CI), p-value for blood cadmium: 0.00 (−0.02–0.01), p = 0.573; urinary cadmium: −0.01 (−0.03–0.01), p = 0.210). Mean serum klotho levels showed a statistically significant decreasing trend with increasing blood lead quartiles (unadjusted and all-adjusted geometric means and 95 % confidence intervals of serum klotho (in pg/mL) for Q1, Q2, Q3, and Q4: unadjusted: 827.49 (814.20–840.92), 811.92 (794.73–829.48), 791.48 (775.11–808.19), and 772.01 (754.23–790.29); adjusted: 830.64 (805.53–856.45), 816.07 (789.18–843.87), 800.71 (773.71–828.57), and 784.31 (757.94–811.59)). Blood lead and levels were negatively associated with serum α-klotho levels in a representative population of US adults. These results suggest that blood lead levels may be associated with the serum levels of a protein associated with cognition and aging. Further research is recommended to investigate the causality behind such relationship. [Display omitted] •NHANES data were used to investigate the association between blood lead, blood and urinary cadmium, and serum α-klotho•Blood lead levels were negatively associated with serum klotho levels•Blood and urinary cadmium showed negative associations with serum klotho levels only in the unadjusted models•The relationship between blood lead and serum klotho was stronger in males aged 65 years and younger</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2022.156938</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>Aging ; atomic absorption spectrometry ; blood serum ; Cadmium ; cognition ; cross-sectional studies ; environment ; enzyme-linked immunosorbent assay ; Epidemiology ; epigenetics ; Heavy metal ; heavy metals ; Klotho ; Lead ; National Health and Nutrition Examination Survey ; oxidative stress ; Public health ; regression analysis</subject><ispartof>The Science of the total environment, 2022-10, Vol.843, p.156938-156938, Article 156938</ispartof><rights>2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c381t-6ad4f8af361708ee58bae2e71513a459d6828cb8db389499927ddfa50167dfab3</citedby><cites>FETCH-LOGICAL-c381t-6ad4f8af361708ee58bae2e71513a459d6828cb8db389499927ddfa50167dfab3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.scitotenv.2022.156938$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,777,781,3537,27905,27906,45976</link.rule.ids></links><search><creatorcontrib>Kim, Donghoon</creatorcontrib><creatorcontrib>Lee, Sohyae</creatorcontrib><creatorcontrib>Choi, Ju-Young</creatorcontrib><creatorcontrib>Lee, Jaeho</creatorcontrib><creatorcontrib>Lee, Hyo-Jung</creatorcontrib><creatorcontrib>Min, Jin-young</creatorcontrib><creatorcontrib>Min, Kyoung-bok</creatorcontrib><title>Association of α-klotho and lead and cadmium: A cross-sectional study</title><title>The Science of the total environment</title><description>Epigenetic aging is associated with harmful health effects such as oxidative stress from heavy metal exposure. We considered the relationship between genes and heavy metals in association with oxidative stress and then investigated the association between serum α- klotho and lead and cadmium exposure among adults in the United States from 2007 to 2016 participating in the National Health and Nutrition Examination Survey (NHANES). Samples included 9800 adults aged 40 to 79 years with measurements of serum α-klotho, lead and cadmium, and complete covariate data. Lead and cadmium levels were measured by inductively coupled plasma mass spectrometry and serum α-klotho levels were measured using enzyme-linked immunosorbent assay (ELISA). Multivariate linear regression analysis was used to estimate the association between serum α-klotho and blood lead, blood cadmium, and urinary cadmium. A percent increase in blood lead, blood cadmium, and urinary cadmium was associated with a statistically significant 4.0 % (p &lt; 0.001), 2.0 %, (p = 0.003) and 1.0 % (p = 0.020) decrease in serum klotho. After adjustment, a percent increase in blood lead was associated with a statistically significant 4.0 % (p &lt; 0.001) decrease in serum klotho; blood and urinary cadmium did not show any statistically significant associations after adjustment (β (95 % CI), p-value for blood cadmium: 0.00 (−0.02–0.01), p = 0.573; urinary cadmium: −0.01 (−0.03–0.01), p = 0.210). Mean serum klotho levels showed a statistically significant decreasing trend with increasing blood lead quartiles (unadjusted and all-adjusted geometric means and 95 % confidence intervals of serum klotho (in pg/mL) for Q1, Q2, Q3, and Q4: unadjusted: 827.49 (814.20–840.92), 811.92 (794.73–829.48), 791.48 (775.11–808.19), and 772.01 (754.23–790.29); adjusted: 830.64 (805.53–856.45), 816.07 (789.18–843.87), 800.71 (773.71–828.57), and 784.31 (757.94–811.59)). Blood lead and levels were negatively associated with serum α-klotho levels in a representative population of US adults. These results suggest that blood lead levels may be associated with the serum levels of a protein associated with cognition and aging. Further research is recommended to investigate the causality behind such relationship. [Display omitted] •NHANES data were used to investigate the association between blood lead, blood and urinary cadmium, and serum α-klotho•Blood lead levels were negatively associated with serum klotho levels•Blood and urinary cadmium showed negative associations with serum klotho levels only in the unadjusted models•The relationship between blood lead and serum klotho was stronger in males aged 65 years and younger</description><subject>Aging</subject><subject>atomic absorption spectrometry</subject><subject>blood serum</subject><subject>Cadmium</subject><subject>cognition</subject><subject>cross-sectional studies</subject><subject>environment</subject><subject>enzyme-linked immunosorbent assay</subject><subject>Epidemiology</subject><subject>epigenetics</subject><subject>Heavy metal</subject><subject>heavy metals</subject><subject>Klotho</subject><subject>Lead</subject><subject>National Health and Nutrition Examination Survey</subject><subject>oxidative stress</subject><subject>Public health</subject><subject>regression analysis</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqFkE1OwzAUhC0EEqVwBrJkk2A7iX_YRRUFpEpsYG059otwSeISJ5V6LC7CmUgaxLZvM28xM9J8CN0SnBBM2P02Ccb1vod2n1BMaUJyJlNxhhZEcBkTTNk5WmCciVgyyS_RVQhbPB4XZIHWRQjeON0730a-in6-48_a9x8-0q2NatD2-BhtGzc0D1ERmc6HEAcwU0TXUegHe7hGF5WuA9z86RK9rx_fVs_x5vXpZVVsYpMK0sdM26wSukoZ4VgA5KLUQIGTnKQ6y6VlggpTClumQmZSSsqtrXQ-7uSjlukS3c29u85_DRB61bhgoK51C34IinIiaMYoz09bmSBZRjIhRyufrcdtHVRq17lGdwdFsJogq636h6wmyGqGPCaLOQnj6L2DbvJBa8C6biSkrHcnO34B4KqKIA</recordid><startdate>20221015</startdate><enddate>20221015</enddate><creator>Kim, Donghoon</creator><creator>Lee, Sohyae</creator><creator>Choi, Ju-Young</creator><creator>Lee, Jaeho</creator><creator>Lee, Hyo-Jung</creator><creator>Min, Jin-young</creator><creator>Min, Kyoung-bok</creator><general>Elsevier B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20221015</creationdate><title>Association of α-klotho and lead and cadmium: A cross-sectional study</title><author>Kim, Donghoon ; Lee, Sohyae ; Choi, Ju-Young ; Lee, Jaeho ; Lee, Hyo-Jung ; Min, Jin-young ; Min, Kyoung-bok</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c381t-6ad4f8af361708ee58bae2e71513a459d6828cb8db389499927ddfa50167dfab3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Aging</topic><topic>atomic absorption spectrometry</topic><topic>blood serum</topic><topic>Cadmium</topic><topic>cognition</topic><topic>cross-sectional studies</topic><topic>environment</topic><topic>enzyme-linked immunosorbent assay</topic><topic>Epidemiology</topic><topic>epigenetics</topic><topic>Heavy metal</topic><topic>heavy metals</topic><topic>Klotho</topic><topic>Lead</topic><topic>National Health and Nutrition Examination Survey</topic><topic>oxidative stress</topic><topic>Public health</topic><topic>regression analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kim, Donghoon</creatorcontrib><creatorcontrib>Lee, Sohyae</creatorcontrib><creatorcontrib>Choi, Ju-Young</creatorcontrib><creatorcontrib>Lee, Jaeho</creatorcontrib><creatorcontrib>Lee, Hyo-Jung</creatorcontrib><creatorcontrib>Min, Jin-young</creatorcontrib><creatorcontrib>Min, Kyoung-bok</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kim, Donghoon</au><au>Lee, Sohyae</au><au>Choi, Ju-Young</au><au>Lee, Jaeho</au><au>Lee, Hyo-Jung</au><au>Min, Jin-young</au><au>Min, Kyoung-bok</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Association of α-klotho and lead and cadmium: A cross-sectional study</atitle><jtitle>The Science of the total environment</jtitle><date>2022-10-15</date><risdate>2022</risdate><volume>843</volume><spage>156938</spage><epage>156938</epage><pages>156938-156938</pages><artnum>156938</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>Epigenetic aging is associated with harmful health effects such as oxidative stress from heavy metal exposure. We considered the relationship between genes and heavy metals in association with oxidative stress and then investigated the association between serum α- klotho and lead and cadmium exposure among adults in the United States from 2007 to 2016 participating in the National Health and Nutrition Examination Survey (NHANES). Samples included 9800 adults aged 40 to 79 years with measurements of serum α-klotho, lead and cadmium, and complete covariate data. Lead and cadmium levels were measured by inductively coupled plasma mass spectrometry and serum α-klotho levels were measured using enzyme-linked immunosorbent assay (ELISA). Multivariate linear regression analysis was used to estimate the association between serum α-klotho and blood lead, blood cadmium, and urinary cadmium. A percent increase in blood lead, blood cadmium, and urinary cadmium was associated with a statistically significant 4.0 % (p &lt; 0.001), 2.0 %, (p = 0.003) and 1.0 % (p = 0.020) decrease in serum klotho. After adjustment, a percent increase in blood lead was associated with a statistically significant 4.0 % (p &lt; 0.001) decrease in serum klotho; blood and urinary cadmium did not show any statistically significant associations after adjustment (β (95 % CI), p-value for blood cadmium: 0.00 (−0.02–0.01), p = 0.573; urinary cadmium: −0.01 (−0.03–0.01), p = 0.210). Mean serum klotho levels showed a statistically significant decreasing trend with increasing blood lead quartiles (unadjusted and all-adjusted geometric means and 95 % confidence intervals of serum klotho (in pg/mL) for Q1, Q2, Q3, and Q4: unadjusted: 827.49 (814.20–840.92), 811.92 (794.73–829.48), 791.48 (775.11–808.19), and 772.01 (754.23–790.29); adjusted: 830.64 (805.53–856.45), 816.07 (789.18–843.87), 800.71 (773.71–828.57), and 784.31 (757.94–811.59)). Blood lead and levels were negatively associated with serum α-klotho levels in a representative population of US adults. These results suggest that blood lead levels may be associated with the serum levels of a protein associated with cognition and aging. Further research is recommended to investigate the causality behind such relationship. [Display omitted] •NHANES data were used to investigate the association between blood lead, blood and urinary cadmium, and serum α-klotho•Blood lead levels were negatively associated with serum klotho levels•Blood and urinary cadmium showed negative associations with serum klotho levels only in the unadjusted models•The relationship between blood lead and serum klotho was stronger in males aged 65 years and younger</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.scitotenv.2022.156938</doi><tpages>1</tpages></addata></record>
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source Elsevier ScienceDirect Journals
subjects Aging
atomic absorption spectrometry
blood serum
Cadmium
cognition
cross-sectional studies
environment
enzyme-linked immunosorbent assay
Epidemiology
epigenetics
Heavy metal
heavy metals
Klotho
Lead
National Health and Nutrition Examination Survey
oxidative stress
Public health
regression analysis
title Association of α-klotho and lead and cadmium: A cross-sectional study
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