Exploring relationships between alcohol consumption, inflammation, and brain structure in a heavy drinking sample

Background Chronic alcohol consumption is associated with structural brain changes and increased inflammatory signaling throughout the brain and body. Increased inflammation in the brain has been associated with structural damage. Recent studies have also shown that neurofilament light polypeptide (...

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Veröffentlicht in:Alcoholism, clinical and experimental research clinical and experimental research, 2021-11, Vol.45 (11), p.2256-2270
Hauptverfasser: Karoly, Hollis C., Skrzynski, Carillon J., Moe, Erin N., Bryan, Angela D., Hutchison, Kent E.
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container_issue 11
container_start_page 2256
container_title Alcoholism, clinical and experimental research
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creator Karoly, Hollis C.
Skrzynski, Carillon J.
Moe, Erin N.
Bryan, Angela D.
Hutchison, Kent E.
description Background Chronic alcohol consumption is associated with structural brain changes and increased inflammatory signaling throughout the brain and body. Increased inflammation in the brain has been associated with structural damage. Recent studies have also shown that neurofilament light polypeptide (NfL) is released into the systemic circulation following neuronal damage. Although NfL has thus been proposed as a biomarker for neurodegenerative diseases, its connection to alcohol use disorder has not been explored. For this secondary data analysis, we proposed a conceptual model linking alcohol consumption, the pro‐inflammatory cytokine IL‐6, brain structure, and NfL in heavy drinking participants. Methods Of the 182 individuals enrolled in this study, 81 participants had usable data on gray matter (GM) thickness and 80 had usable data on white matter (WM) diffusivity. A subset of participants had NfL (n = 78) and IL‐6 (n = 117) data. An estimate of GM thickness was extracted from middle frontal brain regions using FreeSurfer. Estimated mean WM diffusivity values were extracted from Tract Based Spatial Statistics. NfL and IL‐6 were measured in blood. Regression models were used to test individual linkages in the conceptual model. Based on significant regression results, we created a simplified conceptual model, which we tested using path analysis. Results In regressions, negative relationships emerged between GM and both drinks per drinking day (DPDD) (p = 0.018) and NfL (p = 0.004). A positive relationship emerged between WM diffusivity and DPDD (p = 0.033). IL‐6 was not significantly associated with alcohol use, GM or WM. The final path model demonstrated adequate fit to the data and showed significant, negative associations between DPDD and middle frontal gyrus (MFG) thickness, and between MFG thickness and NfL, but the association between DPDD and NfL was not significant. Conclusions This is the first study to show that heavy drinking is associated with lower GM thickness and higher WM diffusivity and that lower GM thickness is associated with higher circulating NfL. The analyses also show that the effects of drinking do not involve the pro‐inflammatory cytokine IL‐6. In a sample of heavy‐drinking human participants, negative associations were observed between cortical thickness in middle frontal gray matter (GM) and drinks per drinking day, and between GM thickness and neurofilament light polypeptide (NfL), which is released into circulation following n
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Increased inflammation in the brain has been associated with structural damage. Recent studies have also shown that neurofilament light polypeptide (NfL) is released into the systemic circulation following neuronal damage. Although NfL has thus been proposed as a biomarker for neurodegenerative diseases, its connection to alcohol use disorder has not been explored. For this secondary data analysis, we proposed a conceptual model linking alcohol consumption, the pro‐inflammatory cytokine IL‐6, brain structure, and NfL in heavy drinking participants. Methods Of the 182 individuals enrolled in this study, 81 participants had usable data on gray matter (GM) thickness and 80 had usable data on white matter (WM) diffusivity. A subset of participants had NfL (n = 78) and IL‐6 (n = 117) data. An estimate of GM thickness was extracted from middle frontal brain regions using FreeSurfer. Estimated mean WM diffusivity values were extracted from Tract Based Spatial Statistics. NfL and IL‐6 were measured in blood. Regression models were used to test individual linkages in the conceptual model. Based on significant regression results, we created a simplified conceptual model, which we tested using path analysis. Results In regressions, negative relationships emerged between GM and both drinks per drinking day (DPDD) (p = 0.018) and NfL (p = 0.004). A positive relationship emerged between WM diffusivity and DPDD (p = 0.033). IL‐6 was not significantly associated with alcohol use, GM or WM. The final path model demonstrated adequate fit to the data and showed significant, negative associations between DPDD and middle frontal gyrus (MFG) thickness, and between MFG thickness and NfL, but the association between DPDD and NfL was not significant. Conclusions This is the first study to show that heavy drinking is associated with lower GM thickness and higher WM diffusivity and that lower GM thickness is associated with higher circulating NfL. The analyses also show that the effects of drinking do not involve the pro‐inflammatory cytokine IL‐6. In a sample of heavy‐drinking human participants, negative associations were observed between cortical thickness in middle frontal gray matter (GM) and drinks per drinking day, and between GM thickness and neurofilament light polypeptide (NfL), which is released into circulation following neuronal damage. This is the first study to demonstrate an association between brain structure and NfL in a sample of heavy drinkers, and suggests NfL could potentially serve as a biomarker in this context.</description><identifier>ISSN: 0145-6008</identifier><identifier>EISSN: 1530-0277</identifier><identifier>DOI: 10.1111/acer.14712</identifier><identifier>PMID: 34523725</identifier><language>eng</language><publisher>England: Wiley Subscription Services, Inc</publisher><subject>Adult ; alcohol ; Alcohol Drinking - pathology ; Alcohol use ; Alcohol-Related Disorders - etiology ; Alcoholism ; Biomarkers - blood ; brain structure ; Cytokines ; Drinking behavior ; Ethanol - adverse effects ; Ethanol - metabolism ; Frontal gyrus ; Gray Matter - drug effects ; Gray Matter - pathology ; Humans ; Inflammation ; Magnetic Resonance Imaging ; Male ; Middle Aged ; Neurodegenerative diseases ; neurofilament light (NfL) ; Neuroimaging ; Regression analysis ; Statistical analysis ; Substantia alba ; Substantia grisea ; White Matter - diagnostic imaging ; White Matter - pathology</subject><ispartof>Alcoholism, clinical and experimental research, 2021-11, Vol.45 (11), p.2256-2270</ispartof><rights>2021 by the Research Society on Alcoholism.</rights><rights>2021 Research Society on Alcoholism</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4482-32eec9af1305ca197cb0ad356696c10ecb5490c60cb60735937eeb0aaf0498833</citedby><cites>FETCH-LOGICAL-c4482-32eec9af1305ca197cb0ad356696c10ecb5490c60cb60735937eeb0aaf0498833</cites><orcidid>0000-0002-1232-1202</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Facer.14712$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Facer.14712$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,776,780,881,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34523725$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Karoly, Hollis C.</creatorcontrib><creatorcontrib>Skrzynski, Carillon J.</creatorcontrib><creatorcontrib>Moe, Erin N.</creatorcontrib><creatorcontrib>Bryan, Angela D.</creatorcontrib><creatorcontrib>Hutchison, Kent E.</creatorcontrib><title>Exploring relationships between alcohol consumption, inflammation, and brain structure in a heavy drinking sample</title><title>Alcoholism, clinical and experimental research</title><addtitle>Alcohol Clin Exp Res</addtitle><description>Background Chronic alcohol consumption is associated with structural brain changes and increased inflammatory signaling throughout the brain and body. Increased inflammation in the brain has been associated with structural damage. Recent studies have also shown that neurofilament light polypeptide (NfL) is released into the systemic circulation following neuronal damage. Although NfL has thus been proposed as a biomarker for neurodegenerative diseases, its connection to alcohol use disorder has not been explored. For this secondary data analysis, we proposed a conceptual model linking alcohol consumption, the pro‐inflammatory cytokine IL‐6, brain structure, and NfL in heavy drinking participants. Methods Of the 182 individuals enrolled in this study, 81 participants had usable data on gray matter (GM) thickness and 80 had usable data on white matter (WM) diffusivity. A subset of participants had NfL (n = 78) and IL‐6 (n = 117) data. An estimate of GM thickness was extracted from middle frontal brain regions using FreeSurfer. Estimated mean WM diffusivity values were extracted from Tract Based Spatial Statistics. NfL and IL‐6 were measured in blood. Regression models were used to test individual linkages in the conceptual model. Based on significant regression results, we created a simplified conceptual model, which we tested using path analysis. Results In regressions, negative relationships emerged between GM and both drinks per drinking day (DPDD) (p = 0.018) and NfL (p = 0.004). A positive relationship emerged between WM diffusivity and DPDD (p = 0.033). IL‐6 was not significantly associated with alcohol use, GM or WM. The final path model demonstrated adequate fit to the data and showed significant, negative associations between DPDD and middle frontal gyrus (MFG) thickness, and between MFG thickness and NfL, but the association between DPDD and NfL was not significant. Conclusions This is the first study to show that heavy drinking is associated with lower GM thickness and higher WM diffusivity and that lower GM thickness is associated with higher circulating NfL. The analyses also show that the effects of drinking do not involve the pro‐inflammatory cytokine IL‐6. In a sample of heavy‐drinking human participants, negative associations were observed between cortical thickness in middle frontal gray matter (GM) and drinks per drinking day, and between GM thickness and neurofilament light polypeptide (NfL), which is released into circulation following neuronal damage. This is the first study to demonstrate an association between brain structure and NfL in a sample of heavy drinkers, and suggests NfL could potentially serve as a biomarker in this context.</description><subject>Adult</subject><subject>alcohol</subject><subject>Alcohol Drinking - pathology</subject><subject>Alcohol use</subject><subject>Alcohol-Related Disorders - etiology</subject><subject>Alcoholism</subject><subject>Biomarkers - blood</subject><subject>brain structure</subject><subject>Cytokines</subject><subject>Drinking behavior</subject><subject>Ethanol - adverse effects</subject><subject>Ethanol - metabolism</subject><subject>Frontal gyrus</subject><subject>Gray Matter - drug effects</subject><subject>Gray Matter - pathology</subject><subject>Humans</subject><subject>Inflammation</subject><subject>Magnetic Resonance Imaging</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Neurodegenerative diseases</subject><subject>neurofilament light (NfL)</subject><subject>Neuroimaging</subject><subject>Regression analysis</subject><subject>Statistical analysis</subject><subject>Substantia alba</subject><subject>Substantia grisea</subject><subject>White Matter - diagnostic imaging</subject><subject>White Matter - pathology</subject><issn>0145-6008</issn><issn>1530-0277</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kU1r3DAQhkVpaTZpL_0BRdBbidOR9WH7UgjLJi0EAqE9C1k7ziq1JUeyk-6_r7ZOQ3vpXIZhHp4ZeAl5x-CM5fpkLMYzJipWviArJjkUUFbVS7ICJmShAOojcpzSHQCIWqnX5IgLWfKqlCtyv_k59iE6f0sj9mZywaedGxNtcXpE9NT0NuxCT21ezMN4AE6p811vhsEsk_Fb2kbjPE1TnO00R8wENXSH5mFPt9n-43AgmWHs8Q151Zk-4dunfkK-X2y-rb8UV9eXX9fnV4UVoi4LXiLaxnSMg7SGNZVtwWy5VKpRlgHaVooGrALbKqi4bHiFmBHTgWjqmvMT8nnxjnM74Nain6Lp9RjdYOJeB-P0vxvvdvo2POhaiZIzyIIPT4IY7mdMk74Lc_T5Z10qkJIJpcpMfVwoG0NKEbvnCwz0IR59iEf_jifD7__-6Rn9k0cG2AI8uh73_1Hp8_XmZpH-At5anYM</recordid><startdate>202111</startdate><enddate>202111</enddate><creator>Karoly, Hollis C.</creator><creator>Skrzynski, Carillon J.</creator><creator>Moe, Erin N.</creator><creator>Bryan, Angela D.</creator><creator>Hutchison, Kent E.</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>K7.</scope><scope>K9.</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-1232-1202</orcidid></search><sort><creationdate>202111</creationdate><title>Exploring relationships between alcohol consumption, inflammation, and brain structure in a heavy drinking sample</title><author>Karoly, Hollis C. ; Skrzynski, Carillon J. ; Moe, Erin N. ; Bryan, Angela D. ; Hutchison, Kent E.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4482-32eec9af1305ca197cb0ad356696c10ecb5490c60cb60735937eeb0aaf0498833</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adult</topic><topic>alcohol</topic><topic>Alcohol Drinking - pathology</topic><topic>Alcohol use</topic><topic>Alcohol-Related Disorders - etiology</topic><topic>Alcoholism</topic><topic>Biomarkers - blood</topic><topic>brain structure</topic><topic>Cytokines</topic><topic>Drinking behavior</topic><topic>Ethanol - adverse effects</topic><topic>Ethanol - metabolism</topic><topic>Frontal gyrus</topic><topic>Gray Matter - drug effects</topic><topic>Gray Matter - pathology</topic><topic>Humans</topic><topic>Inflammation</topic><topic>Magnetic Resonance Imaging</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Neurodegenerative diseases</topic><topic>neurofilament light (NfL)</topic><topic>Neuroimaging</topic><topic>Regression analysis</topic><topic>Statistical analysis</topic><topic>Substantia alba</topic><topic>Substantia grisea</topic><topic>White Matter - diagnostic imaging</topic><topic>White Matter - pathology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Karoly, Hollis C.</creatorcontrib><creatorcontrib>Skrzynski, Carillon J.</creatorcontrib><creatorcontrib>Moe, Erin N.</creatorcontrib><creatorcontrib>Bryan, Angela D.</creatorcontrib><creatorcontrib>Hutchison, Kent E.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Criminal Justice (Alumni)</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Alcoholism, clinical and experimental research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Karoly, Hollis C.</au><au>Skrzynski, Carillon J.</au><au>Moe, Erin N.</au><au>Bryan, Angela D.</au><au>Hutchison, Kent E.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Exploring relationships between alcohol consumption, inflammation, and brain structure in a heavy drinking sample</atitle><jtitle>Alcoholism, clinical and experimental research</jtitle><addtitle>Alcohol Clin Exp Res</addtitle><date>2021-11</date><risdate>2021</risdate><volume>45</volume><issue>11</issue><spage>2256</spage><epage>2270</epage><pages>2256-2270</pages><issn>0145-6008</issn><eissn>1530-0277</eissn><abstract>Background Chronic alcohol consumption is associated with structural brain changes and increased inflammatory signaling throughout the brain and body. Increased inflammation in the brain has been associated with structural damage. Recent studies have also shown that neurofilament light polypeptide (NfL) is released into the systemic circulation following neuronal damage. Although NfL has thus been proposed as a biomarker for neurodegenerative diseases, its connection to alcohol use disorder has not been explored. For this secondary data analysis, we proposed a conceptual model linking alcohol consumption, the pro‐inflammatory cytokine IL‐6, brain structure, and NfL in heavy drinking participants. Methods Of the 182 individuals enrolled in this study, 81 participants had usable data on gray matter (GM) thickness and 80 had usable data on white matter (WM) diffusivity. A subset of participants had NfL (n = 78) and IL‐6 (n = 117) data. An estimate of GM thickness was extracted from middle frontal brain regions using FreeSurfer. Estimated mean WM diffusivity values were extracted from Tract Based Spatial Statistics. NfL and IL‐6 were measured in blood. Regression models were used to test individual linkages in the conceptual model. Based on significant regression results, we created a simplified conceptual model, which we tested using path analysis. Results In regressions, negative relationships emerged between GM and both drinks per drinking day (DPDD) (p = 0.018) and NfL (p = 0.004). A positive relationship emerged between WM diffusivity and DPDD (p = 0.033). IL‐6 was not significantly associated with alcohol use, GM or WM. The final path model demonstrated adequate fit to the data and showed significant, negative associations between DPDD and middle frontal gyrus (MFG) thickness, and between MFG thickness and NfL, but the association between DPDD and NfL was not significant. Conclusions This is the first study to show that heavy drinking is associated with lower GM thickness and higher WM diffusivity and that lower GM thickness is associated with higher circulating NfL. The analyses also show that the effects of drinking do not involve the pro‐inflammatory cytokine IL‐6. In a sample of heavy‐drinking human participants, negative associations were observed between cortical thickness in middle frontal gray matter (GM) and drinks per drinking day, and between GM thickness and neurofilament light polypeptide (NfL), which is released into circulation following neuronal damage. This is the first study to demonstrate an association between brain structure and NfL in a sample of heavy drinkers, and suggests NfL could potentially serve as a biomarker in this context.</abstract><cop>England</cop><pub>Wiley Subscription Services, Inc</pub><pmid>34523725</pmid><doi>10.1111/acer.14712</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0002-1232-1202</orcidid><oa>free_for_read</oa></addata></record>
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source MEDLINE; Wiley Online Library Journals Frontfile Complete
subjects Adult
alcohol
Alcohol Drinking - pathology
Alcohol use
Alcohol-Related Disorders - etiology
Alcoholism
Biomarkers - blood
brain structure
Cytokines
Drinking behavior
Ethanol - adverse effects
Ethanol - metabolism
Frontal gyrus
Gray Matter - drug effects
Gray Matter - pathology
Humans
Inflammation
Magnetic Resonance Imaging
Male
Middle Aged
Neurodegenerative diseases
neurofilament light (NfL)
Neuroimaging
Regression analysis
Statistical analysis
Substantia alba
Substantia grisea
White Matter - diagnostic imaging
White Matter - pathology
title Exploring relationships between alcohol consumption, inflammation, and brain structure in a heavy drinking sample
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