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

被引:14
作者
Karoly, Hollis C. [1 ,2 ]
Skrzynski, Carillon J. [3 ]
Moe, Erin N. [4 ]
Bryan, Angela D. [3 ]
Hutchison, Kent E. [1 ,3 ,4 ]
机构
[1] Univ Colorado, Inst Cognit Sci, Boulder, CO 80309 USA
[2] Colorado State Univ, Dept Psychol, 1876 Campus Delivery, Ft Collins, CO 80523 USA
[3] Univ Colorado, Dept Psychol & Neurosci, Boulder, CO 80309 USA
[4] Univ Colorado, Dept Psychiat, Anschutz Med Campus, Aurora, CO USA
来源
ALCOHOL-CLINICAL AND EXPERIMENTAL RESEARCH | 2021年 / 45卷 / 11期
关键词
alcohol; brain structure; inflammation; neurofilament light (NfL); neuroimaging; WHITE-MATTER INTEGRITY; NEUROFILAMENT LIGHT-CHAIN; SURFACE-BASED ANALYSIS; CANNABIS USE; DISEASE; CYTOKINES; VOLUME; BLOOD; SEGMENTATION; ADOLESCENTS;
D O I
10.1111/acer.14712
中图分类号
R194 [卫生标准、卫生检查、医药管理];
学科分类号
摘要
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.
引用
收藏
页码:2256 / 2270
页数:15
相关论文
共 49 条
  • [1] Alcohol use disorder and circulating cytokines: A systematic review and meta-analysis
    Adams, Claire
    Conigrave, James H.
    Lewohl, Joanne
    Haber, Paul
    Morley, Kirsten C.
    [J]. BRAIN BEHAVIOR AND IMMUNITY, 2020, 89 : 501 - 512
  • [2] Ahrnsbrak R., 2017, Key substance use and mental health indicators in the United States: Results from the 2016 National Survey on Drug Use and Health
  • [3] An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging
    Andersson, Jesper L. R.
    Sotiropoulos, Stamatios N.
    [J]. NEUROIMAGE, 2016, 125 : 1063 - 1078
  • [4] How to correct susceptibility distortions in spin-echo echo-planar images: application to diffusion tensor imaging
    Andersson, JLR
    Skare, S
    Ashburner, J
    [J]. NEUROIMAGE, 2003, 20 (02) : 870 - 888
  • [5] Testing combined pharmacotherapies and behavioral interventions in alcohol dependence: Rationale and methods
    Anton, R
    Randall, C
    Latham, P
    Ciraulo, D
    LoCastro, J
    Donovan, D
    Kivlahan, D
    Saxon, A
    Johnson, B
    Roache, J
    Mason, B
    Salvato, F
    Williams, L
    Mattson, M
    Miller, W
    Westerberg, V
    Tonigan, JS
    O'Malley, S
    Petrakis, I
    Krystal, J
    Pettinati, H
    Flannery, B
    Swift, R
    Longabaugh, R
    Weiss, R
    Gastfriend, D
    Greenfield, S
    Zweben, A
    Cisler, R
    Fleming, M
    Hosking, J
    Garbutt, J
    Couper, D
    [J]. ALCOHOL-CLINICAL AND EXPERIMENTAL RESEARCH, 2003, 27 (07): : 1107 - 1122
  • [6] Neurofilament Light Chain in Blood and CSF as Marker of Disease Progression in Mouse Models and in Neurodegenerative Diseases
    Bacioglu, Mehtap
    Maia, Luis F.
    Preische, Oliver
    Schelle, Juliane
    Apel, Anja
    Kaeser, Stephan A.
    Schweighauser, Manuel
    Eninger, Timo
    Lambert, Marius
    Pilotto, Andrea
    Shimshek, Derya R.
    Neumann, Ulf
    Kahle, Philipp J.
    Staufenbiel, Matthias
    Neumann, Manuela
    Maetzler, Walter
    Kuhle, Jens
    Jucker, Mathias
    [J]. NEURON, 2016, 91 (01) : 56 - 66
  • [7] Decreased white matter integrity in fronto-occipital fasciculus bundles: Relation to visual information processing in alcohol-dependent subjects
    Bagga, Deepika
    Sharma, Aakansha
    Kumari, Archana
    Kaur, Prabhjot
    Bhattacharya, Debajyoti
    Garg, Mohan Lal
    Khushu, Subash
    Singh, Namita
    [J]. ALCOHOL, 2014, 48 (01) : 43 - 53
  • [8] Longitudinal Changes in White Matter Integrity Among Adolescent Substance Users
    Bava, Sunita
    Jacobus, Joanna
    Thayer, Rachel E.
    Tapert, Susan F.
    [J]. ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH, 2013, 37 : E181 - E189
  • [9] Interleukin-6, Age, and Corpus Callosum Integrity
    Bettcher, Brianne M.
    Watson, Christa L.
    Walsh, Christine M.
    Lobach, Iryna V.
    Neuhaus, John
    Miller, Joshua W.
    Green, Ralph
    Patel, Nihar
    Dutt, Shubir
    Busovaca, Edgar
    Rosen, Howard J.
    Yaffe, Kristine
    Miller, Bruce L.
    Kramer, Joel H.
    [J]. PLOS ONE, 2014, 9 (09):
  • [10] Bishehsari F, 2017, ALCOHOL RES-CURR REV, V38, P163