Publications
PUBLICATIONS UNDER REVIEW
Cao Z, Cupertino RB, Ottino-Gonzalez J, Murphy A, Pancholi D, Juliano A, Chaarani B, Yuan DK, Goudriaan A, Hutchison K, Li CSR, Luijten M, Groefsema M, Momenan R, Schmaal L, Sinha R, van Holst RJ, Veltman DJ, Wiers RW, Porjesz B, Lett T, Böhmer J, Walter H, Bhatt RR, Zhu A, Conrod P, Jahanshad N, Thompson PM, Mackey S, Garavan H. Identification of cortical-based subtypes in alcohol dependence: Findings from the ENIGMA Addiction Working Group.
Cupertino CB; Medland S, Ottino-Gonzalez J, Cao Z, Juliano A, Pancholi D, Banaschewski T, Bokde A, Burke Quinlan E, Desrivières S, Flor H, Grigis A, Gowland P, Heinz A, Brühl R, Martinot J-L, Paillère Martinot J-L, Martinot M-L, Artiges E, Nees F, Papadopoulos Orfanos D, Lemaitre H, Paus T, Poustka L, Hohmann S, Fröhner J, Smolka M, Walter H, Whelan R, Schumann G, Conrod P, Callas P, Garavan H, and Mackey S.
Gaillard A.Rossetti M.G., Mackey S., Patalay P., Allen N.B., Batalla A., Bellani M., Chye Y., Conrod P., Cousijn J., Garavan H., Goudriaan A.E., Hester R., Martin-Santos R., Solowij N., Suo C., Thompson P.M., Yücel M., Brambilla P., and Lorenzetti V. Sex differences in the neuroanatomy of cannabis use and dependence: A focus on hippocampal subregions and amygdala nuclei. Findings from the ENIGMA Addiction Working Group.
PEER-REVIEWED PUBLICATIONS
Addiction Cue-Reactivity Initiative (ACRI) Network; Sangchooli A, Zare-Bidoky M, Fathi Jouzdani A, Schacht J, Bjork JM, Claus ED, Prisciandaro JJ, Wilson SJ, Wüstenberg T, Potvin S, Ahmadi P, Bach P, Baldacchino A, Beck A, Brady KT, Brewer JA, Childress AR, Courtney KE, Ebrahimi M, Filbey FM, Garavan H, Ghahremani DG, Goldstein RZ, Goudriaan AE, Grodin EN, Hanlon CA, Haugg A, Heilig M, Heinz A, Holczer A, Van Holst RJ, Joseph JE, Juliano AC, Kaufman MJ, Kiefer F, Khojasteh Zonoozi A, Kuplicki RT, Leyton M, London ED, Mackey S, McClernon FJ, Mellick WH, Morley K, Noori HR, Oghabian MA, Oliver JA, Owens M, Paulus MP, Perini I, Rafei P, Ray LA, Sinha R, Smolka MN, Soleimani G, Spanagel R, Steele VR, Tapert SF, Vollstädt-Klein S, Wetherill RR, Witkiewitz K, Yuan K, Zhang X, Verdejo-Garcia A, Potenza MN, Janes AC, Kober H, Zilverstand A, Ekhtiari H. Parameter Space and Potential for Biomarker Development in 25 Years of fMRI Drug Cue Reactivity: A Systematic Review. JAMA Psychiatry. 2024 Apr 1;81(4):414-425. doi: 10.1001/jamapsychiatry.2023.5483. PMID: 38324323; PMCID: PMC11304510.
Brouwer RM, Klein M, Grasby KL, Schnack HG, Jahanshad N, Teeuw J, Thomopoulos SI, Sprooten E, Franz CE, Gogtay N, Kremen WS, Panizzon MS, Olde Loohuis LM, Whelan CD, Aghajani M, Alloza C, Alnæs D, Artiges E, Ayesa-Arriola R, Barker GJ, Bastin ME, Blok E, Bøen E, Breukelaar IA, Bright JK, Buimer EEL, Bülow R, Cannon DM, Ciufolini S, Crossley NA, Damatac CG, Dazzan P, de Mol CL, de Zwarte SMC, Desrivières S, Díaz-Caneja CM, Doan NT, Dohm K, Fröhner JH, Goltermann J, Grigis A, Grotegerd D, Han LKM, Harris MA, Hartman CA, Heany SJ, Heindel W, Heslenfeld DJ, Hohmann S, Ittermann B, Jansen PR, Janssen J, Jia T, Jiang J, Jockwitz C, Karali T, Keeser D, Koevoets MGJC, Lenroot RK, Malchow B, Mandl RCW, Medel V, Meinert S, Morgan CA, Mühleisen TW, Nabulsi L, Opel N, de la Foz VO, Overs BJ, Paillère Martinot ML, Redlich R, Marques TR, Repple J, Roberts G, Roshchupkin GV, Setiaman N, Shumskaya E, Stein F, Sudre G, Takahashi S, Thalamuthu A, Tordesillas-Gutiérrez D, van der Lugt A, van Haren NEM, Wardlaw JM, Wen W, Westeneng HJ, Wittfeld K, Zhu AH, Zugman A, Armstrong NJ, Bonfiglio G, Bralten J, Dalvie S, Davies G, Di Forti M, Ding L, Donohoe G, Forstner AJ, Gonzalez-Peñas J, Guimaraes JPOFT, Homuth G, Hottenga JJ, Knol MJ, Kwok JBJ, Le Hellard S, Mather KA, Milaneschi Y, Morris DW, Nöthen MM, Papiol S, Rietschel M, Santoro ML, Steen VM, Stein JL, Streit F, Tankard RM, Teumer A, van 't Ent D, van der Meer D, van Eijk KR, Vassos E, Vázquez-Bourgon J, Witt SH; IMAGEN Consortium; Adams HHH, Agartz I, Ames D, Amunts K, Andreassen OA, Arango C, Banaschewski T, Baune BT, Belangero SI, Bokde ALW, Boomsma DI, Bressan RA, Brodaty H, Buitelaar JK, Cahn W, Caspers S, Cichon S, Crespo-Facorro B, Cox SR, Dannlowski U, Elvsåshagen T, Espeseth T, Falkai PG, Fisher SE, Flor H, Fullerton JM, Garavan H, Gowland PA, Grabe HJ, Hahn T, Heinz A, Hillegers M, Hoare J, Hoekstra PJ, Ikram MA, Jackowski AP, Jansen A, Jönsson EG, Kahn RS, Kircher T, Korgaonkar MS, Krug A, Lemaitre H, Malt UF, Martinot JL, McDonald C, Mitchell PB, Muetzel RL, Murray RM, Nees F, Nenadić I, Oosterlaan J, Ophoff RA, Pan PM, Penninx BWJH, Poustka L, Sachdev PS, Salum GA, Schofield PR, Schumann G, Shaw P, Sim K, Smolka MN, Stein DJ, Trollor JN, van den Berg LH, Veldink JH, Walter H, Westlye LT, Whelan R, White T, Wright MJ, Medland SE, Franke B, Thompson PM, Hulshoff Pol HE. Genetic variants associated with longitudinal changes in brain structure across the lifespan. Nat Neurosci. 2022 Apr;25(4):421-432. doi: 10.1038/s41593-022-01042-4. Epub 2022 Apr 5. PMID: 35383335; PMCID: PMC10040206.
Cao Z, Cupertino RB, Ottino-Gonzalez J, Murphy A, Pancholi D, Juliano A, Chaarani B, Albaugh M, Yuan D, Schwab N, Stafford J, Goudriaan AE, Hutchison K,Li CR, Luijten M, Groefsema M, Momenan R, Schmaal L, Sinha R, van Holst RJ, Veltman DJ, Wiers RW, Porjesz B, Lett T, Banaschewski T, Bokde ALW, Desrivières S, Flor H, Grigis A, Gowland P, Heinz A, Brühl R, Martinot JL, Martinot MP, Artiges E, Nees F, Orfanos DP, Paus T, Poustka L, Hohmann S, Millenet S, Fröhner JH, Robinson L, Smolka MN, Walter H, Winterer J, Schumann G, Whelan R, Bhatt RR, Zhu A, Conrod P, Jahanshad N, Thompson PM, Mackey S, Garavan H; IMAGEN Consortium; ENIGMA Addiction Working Group. Cortical profiles of numerous psychiatric disorders and normal development share a common pattern. Mol Psychiatry. 2023 Feb;28(2):698-709. doi: 10.1038/s41380-022-01855-6. Epub 2022 Nov 15. PMID: 36380235.
Cao Z, McCabe M, Callas P, Cupertino RB, Ottino-González J, Murphy A, Pancholi D, Schwab N, Catherine O, Hutchison K, Cousijn J, Dagher A, Foxe JJ, Goudriaan AE, Hester R, Li CR, Thompson WK, Morales AM, London ED, Lorenzetti V, Luijten M, Martin-Santos R, Momenan R, Paulus MP, Schmaal L, Sinha R, Solowij N, Stein DJ, Stein EA, Uhlmann A, van Holst RJ, Veltman DJ, Wiers RW, Yücel M, Zhang S, Conrod P, Mackey S, Garavan H; ENIGMA Addiction Working Group. Recalibrating single-study effect sizes using hierarchical Bayesian models. Front Neuroimaging. 2023 Dec 21;2:1138193. doi: 10.3389/fnimg.2023.1138193. PMID: 38179200; PMCID: PMC10764546.
Cao Z, Ottino-Gonzalez J, Cupertino RB, Schwab N, Hoke C, Catherine O, Cousijn J, Dagher A, Foxe JJ, Goudriaan AE, Hester R, Hutchison K, Li CR, London ED, Lorenzetti V, Luijten M, Martin-Santos R, Momenan R, Paulus MP, Schmaal L, Sinha R, Sjoerds Z, Solowij N, Stein DJ, Stein EA, Uhlmann A, van Holst RJ, Veltman DJ, Wiers RW, Yücel M, Zhang S, Jahanshad N, Thompson PM, Conrod P, Mackey S, Garavan H. Mapping cortical and subcortical asymmetries in substance dependence: Findings from the ENIGMA Addiction Working Group. Addict Biol. 2021 Sep;26(5):e13010. doi: 10.1111/adb.13010. Epub 2021 Jan 28. PMID: 33508888; PMCID: PMC8317852.
Cao Z, Ottino-Gonzalez J, Cupertino RB, Juliano A, Chaarani B, Banaschewski T, Bokde ALW, Quinlan EB, Desrivières S, Flor H, Grigis A, Gowland P, Heinz A, Brühl R, Martinot JL, Martinot MP, Artiges E, Nees F, Orfanos DP, Paus T, Poustka L, Hohmann S, Millenet S, Fröhner JH, Robinson L, Smolka MN, Walter H, Winterer J, Schumann G, Whelan R, Mackey S, Garavan H; IMAGEN consortium. Characterizing reward system neural trajectories from adolescence to young adulthood. Dev Cogn Neurosci. 2021 Dec;52:101042. doi: 10.1016/j.dcn.2021.101042. Epub 2021 Dec 2. PMID: 34894615; PMCID: PMC8668439.
Cao Z, Zhan G, Qin J, Cupertino RB, Ottino-Gonzalez J, Murphy A, Pancholi D, Hahn S, Yuan D, Callas P, Mackey S, Garavan H. Unraveling the molecular relevance of brain phenotypes: A comparative analysis of null models and test statistics. Neuroimage. 2024 Jun;293:120622. doi: 10.1016/j.neuroimage.2024.120622. Epub 2024 Apr 20. PMID: 38648869; PMCID: PMC11132826.
Chaarani B, Kan KJ, Mackey S, Spechler PA, Potter A, Orr C, D'Alberto N, Hudson KE, Banaschewski T, Bokde ALW, Bromberg U, Büchel C, Cattrell A, Conrod PJ, Desrivières S, Flor H, Frouin V, Gallinat J, Gowland P, Heinz A, Ittermann B, Martinot JL, Nees F, Papadopoulos-Orfanos D, Paus T, Poustka L, Smolka MN, Walter H, Whelan R, Higgins ST, Schumann G, Althoff RR, Stein EA, Garavan H; IMAGEN Consortium. Low Smoking Exposure, the Adolescent Brain, and the Modulating Role of CHRNA5 Polymorphisms. Biol Psychiatry Cogn Neurosci Neuroimaging. 2019 Jul;4(7):672-679. doi: 10.1016/j.bpsc.2019.02.006. Epub 2019 Mar 15. PMID: 31072760; PMCID: PMC6709448.
Chye Y, Mackey S, Gutman BA, Ching CRK, Batalla A, Blaine S, Brooks S, Caparelli EC, Cousijn J, Dagher A, Foxe JJ, Goudriaan AE, Hester R, Hutchison K, Jahanshad N, Kaag AM, Korucuoglu O, Li CR, London ED, Lorenzetti V, Luijten M, Martin-Santos R, Meda SA, Momenan R, Morales A, Orr C, Paulus MP, Pearlson G, Reneman L, Schmaal L, Sinha R, Solowij N, Stein DJ, Stein EA, Tang D, Uhlmann A, van Holst R, Veltman DJ, Verdejo-Garcia A, Wiers RW, Yücel M, Thompson PM, Conrod P, Garavan H. Subcortical surface morphometry in substance dependence: An ENIGMA addiction working group study. Addict Biol. 2020 Nov;25(6):e12830. doi: 10.1111/adb.12830. Epub 2019 Nov 20. PMID: 31746534; PMCID: PMC7237314.
Ekhtiari H, Zare-Bidoky M, Sangchooli A, Janes AC, Kaufman MJ, Oliver JA, Prisciandaro JJ, Wüstenberg T, Anton RF, Bach P, Baldacchino A, Beck A, Bjork JM, Brewer J, Childress AR, Claus ED, Courtney KE, Ebrahimi M, Filbey FM, Ghahremani DG, Azbari PG, Goldstein RZ, Goudriaan AE, Grodin EN, Hamilton JP, Hanlon CA, Hassani-Abharian P, Heinz A, Joseph JE, Kiefer F, Zonoozi AK, Kober H, Kuplicki R, Li Q, London ED, McClernon J, Noori HR, Owens MM, Paulus MP, Perini I, Potenza M, Potvin S, Ray L, Schacht JP, Seo D, Sinha R, Smolka MN, Spanagel R, Steele VR, Stein EA, Steins-Loeber S, Tapert SF, Verdejo-Garcia A, Vollstädt-Klein S, Wetherill RR, Wilson SJ, Witkiewitz K, Yuan K, Zhang X, Zilverstand A. A methodological checklist for fMRI drug cue reactivity studies: development and expert consensus. Nat Protoc. 2022 Mar;17(3):567-595. doi: 10.1038/s41596-021-00649-4. Epub 2022 Feb 4. PMID: 35121856; PMCID: PMC9063851.
Ekhtiari H, Zare-Bidoky M, Sangchooli A, Valyan A, Abi-Dargham A, Cannon DM, Carter CS, Garavan H, George TP, Ghobadi-Azbari P, Juchem C, Krystal JH, Nichols TE, Öngür D, Pernet CR, Poldrack RA, Thompson PM, Paulus MP. Reporting checklists in neuroimaging: promoting transparency, replicability, and reproducibility. Neuropsychopharmacology. 2024 Sep 6. doi: 10.1038/s41386-024-01973-5. Epub ahead of print. PMID: 39242922.
Grace S, Rossetti MG, Allen N, Batalla A, Bellani M, Brambilla P, Chye Y, Cousijn J, Goudriaan AE, Hester R, Hutchison K, Labuschagne I, Momenan R, Martin-Santos R, Rendell P, Solowij N, Sinha R, Li CR, Schmaal L, Sjoerds Z, Suo C, Terrett G, van Holst RJ, Veltman DJ, Yücel M, Thompson P, Conrod P, Mackey S, Garavan H, Lorenzetti V. Sex differences in the neuroanatomy of alcohol dependence: hippocampus and amygdala subregions in a sample of 966 people from the ENIGMA Addiction Working Group. Transl Psychiatry. 2021 Mar 4;11(1):156. doi: 10.1038/s41398-021-01204-1. PMID: 33664226; PMCID: PMC7933136.
Guadalupe T, Mathias SR, vanErp TGM, Whelan CD, Zwiers MP, Abe Y, Abramovic L, Agartz I, Andreassen OA, Arias-Vásquez A, Aribisala BS, Armstrong NJ, Arolt V, Artiges E, Ayesa-Arriola R, Baboyan VG, Banaschewski T, Barker G, Bastin ME, Baune BT, Blangero J, Bokde ALW, Boedhoe PSW, Bose A, Brem S, Brodaty H, Bromberg U, Brooks S, Büchel C, Buitelaar J, Calhoun VD, Cannon DM, Cattrell A, Cheng Y, Conrod PJ, Conzelmann A, Corvin A, Crespo-Facorro B, Crivello F, Dannlowski U, de Zubicaray GI, de Zwarte SMC, Deary IJ, Desrivières S, Doan NT, Donohoe G, Dørum ES, Ehrlich S, Espeseth T, Fernández G, Flor H, Fouche JP, Frouin V, Fukunaga M, Gallinat J, Garavan H, Gill M, Suarez AG, Gowland P, Grabe HJ, Grotegerd D, Gruber O, Hagenaars S, Hashimoto R, Hauser TU, Heinz A, Hibar DP, Hoekstra PJ, Hoogman M, Howells FM, Hu H, Hulshoff Pol HE, Huyser C, Ittermann B, Jahanshad N, Jönsson EG, Jurk S, Kahn RS, Kelly S, Kraemer B, Kugel H, Kwon JS, Lemaitre H, Lesch KP, Lochner C, Luciano M, Marquand AF, Martin NG, Martínez-Zalacaín I, Martinot JL, Mataix-Cols D, Mather K, McDonald C, McMahon KL, Medland SE, Menchón JM, Morris DW, Mothersill O, Maniega SM, Mwangi B, Nakamae T, Nakao T, Narayanaswaamy JC, Nees F, Nordvik JE, Onnink AMH, Opel N, Ophoff R, Paillère Martinot ML, Papadopoulos Orfanos D, Pauli P, Paus T, Poustka L, Reddy JY, Renteria ME, Roiz-Santiáñez R, Roos A, Royle NA, Sachdev P, Sánchez-Juan P, Schmaal L, Schumann G, Shumskaya E, Smolka MN, Soares JC, Soriano-Mas C, Stein DJ, Strike LT, Toro R, Turner JA, Tzourio-Mazoyer N, Uhlmann A, Hernández MV, van den Heuvel OA, van der Meer D, van Haren NEM, Veltman DJ, Venkatasubramanian G, Vetter NC, Vuletic D, Walitza S, Walter H, Walton E, Wang Z, Wardlaw J, Wen W, Westlye LT, Whelan R, Wittfeld K, Wolfers T, Wright MJ, Xu J, Xu X, Yun JY, Zhao J, Franke B, Thompson PM, Glahn DC, Mazoyer B, Fisher SE, Francks C. Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex. Brain Imaging Behav. 2017 Oct;11(5):1497-1514. doi: 10.1007/s11682-016-9629-z. PMID: 27738994; PMCID: PMC5540813.
Hahn S, Mackey S, Cousijn J, Foxe JJ, Heinz A, Hester R, Hutchinson K, Kiefer F, Korucuoglu O, Lett T, Li CR, London E, Lorenzetti V, Maartje L, Momenan R, Orr C, Paulus M, Schmaal L, Sinha R, Sjoerds Z, Stein DJ, Stein E, van Holst RJ, Veltman D, Walter H, Wiers RW, Yucel M, Thompson PM, Conrod P, Allgaier N, Garavan H. Predicting alcohol dependence from multi-site brain structural measures. Hum Brain Mapp. 2022 Jan;43(1):555-565. doi: 10.1002/hbm.25248. Epub 2020 Oct 16. PMID: 33064342; PMCID: PMC8675424.
Hahn S, Yuan K, Thompson WK, Owens M, Allgaier N, Garavan H. Brain Predictability toolbox: a Python library for neuroimaging-based machine learning. Bioinformatics. 2021 Jul 12;37(11):1637-1638. doi: 10.1093/bioinformatics/btaa974. PMID: 33216147; PMCID: PMC8485846.
Jia T, Chu C, Liu Y, van Dongen J, Papastergios E, Armstrong NJ, Bastin ME, Carrillo-Roa T, den Braber A, Harris M, Jansen R, Liu J, Luciano M, Ori APS, Roiz Santiañez R, Ruggeri B, Sarkisyan D, Shin J, Sungeun K, Tordesillas Gutiérrez D, Van't Ent D, Ames D, Artiges E, Bakalkin G, Banaschewski T, Bokde ALW, Brodaty H, Bromberg U, Brouwer R, Büchel C, Burke Quinlan E, Cahn W, de Zubicaray GI, Ehrlich S, Ekström TJ, Flor H, Fröhner JH, Frouin V, Garavan H, Gowland P, Heinz A, Hoare J, Ittermann B, Jahanshad N, Jiang J, Kwok JB, Martin NG, Martinot JL, Mather KA, McMahon KL, McRae AF, Nees F, Papadopoulos Orfanos D, Paus T, Poustka L, Sämann PG, Schofield PR, Smolka MN, Stein DJ, Strike LT, Teeuw J, Thalamuthu A, Trollor J, Walter H, Wardlaw JM, Wen W, Whelan R, Apostolova LG, Binder EB, Boomsma DI, Calhoun V, Crespo-Facorro B, Deary IJ, Hulshoff Pol H, Ophoff RA, Pausova Z, Sachdev PS, Saykin A, Wright MJ, Thompson PM, Schumann G, Desrivières S. Epigenome-wide meta-analysis of blood DNA methylation and its association with subcortical volumes: findings from the ENIGMA Epigenetics Working Group. Mol Psychiatry. 2021 Aug;26(8):3884-3895. doi: 10.1038/s41380-019-0605-z. Epub 2019 Dec 6. PMID: 31811260; PMCID: PMC8550939.
Kong XZ, Mathias SR, Guadalupe T; ENIGMA Laterality Working Group; Glahn DC, Franke B, Crivello F, Tzourio-Mazoyer N, Fisher SE, Thompson PM, Francks C. Mapping cortical brain asymmetry in 17,141 healthy individuals worldwide via the ENIGMA Consortium.Epub 2018 May 15. PMID: 29764998; PMCID: PMC5984496.
Kong XZ; ENIGMA Laterality Working Group; Francks C. Reproducibility in the absence of selective reporting: An illustration from large-scale brain asymmetry research. Hum Brain Mapp. 2022 Jan;43(1):244-254. doi: 10.1002/hbm.25154. Epub 2020 Aug 25. PMID: 32841457; PMCID: PMC8675427.
Lorenzetti V, Gaillard A, McTavish E, Grace S, Rossetti MG, Batalla A, Bellani M, Brambilla P, Chye Y, Conrod P, Cousijn J, Labuschagne I, Clemente A, Mackey S, Rendell P, Solowij N, Suo C, Li CR, Terrett G, Thompson PM, Yücel M, Garavan H, Roberts CA. Cannabis Dependence is Associated with Reduced Hippocampal Subregion Volumes Independently of Sex: Findings from an ENIGMA Addiction Working Group Multi-Country Study. Cannabis Cannabinoid Res. 2024 Mar 18. doi: 10.1089/can.2023.0204. Epub ahead of print. PMID: 38498015.
Mackey S, Allgaier N, Chaarani B, Spechler P, Orr C, Bunn J, Allen NB, Alia- Klein N, Batalla A, Blaine S, Brooks S, Caparelli E, Chye YY, Cousijn J, Dagher A, Desrivieres S, Feldstein-Ewing S, Foxe JJ, Goldstein RZ, Goudriaan AE, Heitzeg MM, Hester R, Hutchison K, Korucuoglu O, Li CR, London E, Lorenzetti V, Luijten M, Martin-Santos R, May A, Momenan R, Morales A, Paulus MP, Pearlson G, Rousseau ME, Salmeron BJ, Schluter R, Schmaal L, Schumann G, Sjoerds Z, Stein DJ, Stein EA, Sinha R, Solowij N, Tapert S, Uhlmann A, Veltman D, van Holst R, Whittle S, Wright MJ, Yücel M, Zhang S, Yurgelun-Todd D, Hibar DP, Jahanshad N, Evans A, Thompson PM, Glahn DC, Conrod P, Garavan H; ENIGMA Addiction Working Group. Mega-Analysis of Gray Matter Volume in Substance Dependence: General and Substance-Specific Regional Effects. Am J Psychiatry. 2019 Feb 1;176(2):119-128. doi: 10.1176/appi.ajp.2018.17040415. Epub 2018 Oct 19. Erratum in: Am J Psychiatry. 2019 May 1;176(5):414. PMID: 30336705; PMCID: PMC6427822.
Maggioni E, Rossetti MG, Allen NB, Batalla A, Bellani M, Chye Y, Cousijn J, Goudriaan AE, Hester R, Hutchison K, Li CR, Martin-Santos R, Momenan R, Sinha R, Schmaal L, Solowij N, Suo C, van Holst RJ, Veltman DJ, Yücel M, Thompson PM, Conrod P, Mackey S, Garavan H, Brambilla P, Lorenzetti V. Brain volumes in alcohol use disorder: Do females and males differ? A whole-brain magnetic resonance imaging mega-analysis. Hum Brain Mapp. 2023 Jul 12. doi: 10.1002/hbm.26404. Epub ahead of print. PMID: 37436103.
Mavromatis LA, Rosoff DB, Cupertino RB, Garavan H, Mackey S, Lohoff FW. Association Between Brain Structure and Alcohol Use Behaviors in Adults: A Mendelian Randomization and Multiomics Study. JAMA Psychiatry. 2022 Sep 1;79(9):869-878. doi: 10.1001/jamapsychiatry.2022.2196. PMID: 35947372; PMCID: PMC9366661.
Navarri X, Afzali MH, Lavoie J, Sinha R, Stein DJ, Momenan R, Veltman DJ, Korucuoglu O, Sjoerds Z, van Holst RJ, Hester R, Orr C, Cousijn J, Yucel M, Lorenzetti V, Wiers R, Jahanshad N, Glahn DC, Thompson PM, Mackey S, Conrod PJ. How do substance use disorders compare to other psychiatric conditions on structural brain abnormalities? A cross-disorder meta-analytic comparison using the ENIGMA consortium findings. Hum Brain Mapp. 2022 Jan;43(1):399-413. doi: 10.1002/hbm.25114. Epub 2020 Jul 9. PMID: 32643841; PMCID: PMC8675406.
Ottino-González J, Cupertino RB, Cao Z, Hahn S, Pancholi D, Albaugh M, Brumback T, Tapert S, Thompson W, Jernigan T, Conrod P, Mackey S Garavan H. Brain Structural Covariance Network Features are Robust Markers of Early Heavy Alcohol Use. Addiction.
Ottino-González J, Uhlmann A, Hahn S, Cao Z, Cupertino RB, Schwab N, Allgaier N, Alia-Klein N, Ekhtiari H, Fouche JP, Goldstein RZ, Li CR, Lochner C, London ED, Luijten M, Masjoodi S, Momenan R, Oghabian MA, Roos A, Stein DJ, Stein EA, Veltman DJ, Verdejo-García A, Zhang S, Zhao M, Zhong N, Jahanshad N, Thompson PM, Conrod P, Mackey S, Garavan H. White matter microstructure differences in individuals with dependence on cocaine, methamphetamine, and nicotine: Findings from the ENIGMA-Addiction working group. Drug Alcohol Depend. 2022 Jan 1;230:109185. doi: 10.1016/j.drugalcdep.2021.109185. Epub 2021 Nov 25. PMID: 34861493; PMCID: PMC8952409.
Ottino-González J, Garavan H; ENIGMA-Addiction and IMAGEN consortiums. Brain structural covariance network differences in adults with alcohol dependence and heavy-drinking adolescents. Addiction. 2022 May;117(5):1312-1325. doi: 10.1111/add.15772. Epub 2022 Feb 27. PMID: 34907616.
Owens MM, Albaugh MD, Allgaier N, Yuan D, Robert G, Cupertino RB, Spechler PA, Juliano A, Hahn S, Banaschewski T, Bokde ALW, Desrivières S, Flor H, Grigis A, Gowland P, Heinz A, Brühl R, Martinot JL, Martinot MP, Artiges E, Nees F, Orfanos DP, Lemaitre H, Paus T, Poustka L, Millenet S, Fröhner JH, Smolka MN, Walter H, Whelan R, Mackey S, Schumann G, Garavan H; IMAGEN Consortium. Bayesian causal network modeling suggests adolescent cannabis use accelerates prefrontal cortical thinning. Transl Psychiatry. 2022 May 6;12(1):188. doi: 10.1038/s41398-022-01956-4. PMID: 35523763; PMCID: PMC9076659.
Rabin RA, Mackey S, Parvaz MA, Cousijn J, Li CS, Pearlson G, Schmaal L, Sinha R, Stein E, Veltman D, Thompson PM, Conrod P, Garavan H, Alia-Klein N, Goldstein RZ. Common and gender-specific associations with cocaine use on gray matter volume: Data from the ENIGMA addiction working group. Hum Brain Mapp. 2022 Jan;43(1):543-554. doi: 10.1002/hbm.25141. Epub 2020 Aug 28. PMID: 32857473; PMCID: PMC8675419.
Rossetti MG, Patalay P, Mackey S, Allen NB, Batalla A, Bellani M, Chye Y, Cousijn J, Goudriaan AE, Hester R, Hutchison K, Li CR, Martin-Santos R, Momenan R, Sinha R, Schmaal L, Sjoerds Z, Solowij N, Suo C, van Holst RJ, Veltman DJ, Yücel M, Thompson PM, Conrod P, Garavan H, Brambilla P, Lorenzetti V. Gender- related neuroanatomical differences in alcohol dependence: findings from the ENIGMA Addiction Working Group. Neuroimage Clin. 2021;30:102636. doi: 10.1016/j.nicl.2021.102636. Epub 2021 Mar 22. PMID: 33857771; PMCID: PMC8065340.
Rossetti MG, Mackey S, Patalay P, Allen NB, Batalla A, Bellani M, Chye Y, Conrod P, Cousijn J, Garavan H, Goudriaan AE, Hester R, Martin-Santos R, Solowij N, Suo C, Thompson PM, Yücel M, Brambilla P, Lorenzetti V. Sex and dependence related neuroanatomical differences in regular cannabis users: findings from the ENIGMA Addiction Working Group. Transl Psychiatry. 2021 May 6;11(1):272. doi: 10.1038/s41398-021-01382-y. PMID: 33958576; PMCID: PMC8102553.
Scheffler F, Ipser J, Pancholi D, Murphy A, Cao Z, Ottino-González J; ENIGMA Addiction Working Group; Thompson PM, Shoptaw S, Conrod P, Mackey S, Garavan H, Stein DJ. Mega-analysis of the brain-age gap in substance use disorder: An ENIGMA Addiction working group study. Addiction. 2024 Aug 21. doi: 10.1111/add.16621. Epub ahead of print. PMID: 39165145.
Thompson PM, Jahanshad N, Ching CRK, Salminen LE, Thomopoulos SI, Bright J, Baune BT, Bertolín S, Bralten J, Bruin WB, Bülow R, Chen J, Chye Y, Dannlowski U, de Kovel CGF, Donohoe G, Eyler LT, Faraone SV, Favre P, Filippi CA, Frodl T, Garijo D, Gil Y, Grabe HJ, Grasby KL, Hajek T, Han LKM, Hatton SN, Hilbert K, Ho TC, Holleran L, Homuth G, Hosten N, Houenou J, Ivanov I, Jia T, Kelly S, Klein M, Kwon JS, Laansma MA, Leerssen J, Lueken U, Nunes A, Neill JO, Opel N, Piras F, Piras F, Postema MC, Pozzi E, Shatokhina N, Soriano-Mas C, Spalletta G, Sun D, Teumer A, Tilot AK, Tozzi L, van der Merwe C, Van Someren EJW, van Wingen GA, Völzke H, Walton E, Wang L, Winkler AM, Wittfeld K, Wright MJ, Yun JY, Zhang G, Zhang-James Y, Adhikari BM, Agartz I, Aghajani M, Aleman A, Althoff RR, Altmann A, Andreassen OA, Baron DA, Bartnik-Olson BL, Marie Bas-Hoogendam J, Baskin- Sommers AR, Bearden CE, Berner LA, Boedhoe PSW, Brouwer RM, Buitelaar JK, Caeyenberghs K, Cecil CAM, Cohen RA, Cole JH, Conrod PJ, De Brito SA, de Zwarte SMC, Dennis EL, Desrivieres S, Dima D, Ehrlich S, Esopenko C, Fairchild G, Fisher SE, Fouche JP, Francks C, Frangou S, Franke B, Garavan HP, Glahn DC, Groenewold NA, Gurholt TP, Gutman BA, Hahn T, Harding IH, Hernaus D, Hibar DP, Hillary FG, Hoogman M, Hulshoff Pol HE, Jalbrzikowski M, Karkashadze GA, Klapwijk ET, Knickmeyer RC, Kochunov P, Koerte IK, Kong XZ, Liew SL, Lin AP, Logue MW, Luders E, Macciardi F, Mackey S, Mayer AR, McDonald CR, McMahon AB, Medland SE, Modinos G, Morey RA, Mueller SC, Mukherjee P, Namazova-Baranova L, Nir TM, Olsen A, Paschou P, Pine DS, Pizzagalli F, Rentería ME, Rohrer JD, Sämann PG, Schmaal L, Schumann G, Shiroishi MS, Sisodiya SM, Smit DJA, Sønderby IE, Stein DJ, Stein JL, Tahmasian M, Tate DF, Turner JA, van den Heuvel OA, van der Wee NJA, van der Werf YD, van Erp TGM, van Haren NEM, van Rooij D, van Velzen LS, Veer IM, Veltman DJ, Villalon-Reina JE, Walter H, Whelan CD, Wilde EA, Zarei M, Zelman V; ENIGMA Consortium. ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries. Transl Psychiatry. 2020 Mar 20;10(1):100. doi: 10.1038/s41398-020-0705-1. PMID: 32198361; PMCID: PMC7083923.
Ye Z, Mo C, Liu S, Hatch KS, Gao S, Ma Y, Hong LE, Thompson PM, Jahanshad N, Acheson A, Garavan H, Shen L, Nichols TE, Kochunov P, Chen S, Ma T. White Matter Integrity and Nicotine Dependence: Evaluating Vertical and Horizontal Pleiotropy. Front Neurosci. 2021 Oct 14;15:738037. doi: 10.3389/fnins.2021.738037. PMID: 34720862;PMCID: PMC8551454.
POSTERS AND ORAL PRESENTATIONS
Cupertino RB, Medland S, Cao Z, Ottino-Gonzalez J, Pancholi D, Conrod P, Garavan H, Mackey S. (2022) Neural correlates of substance use polygenic risk scores. 27th Annual Meeting of the Organization for Human Brain Mapping, June 2022, Glasgow, Scotland.
Cupertino RB, Medland S, Cao Z, Ottino-Gonzalez J, Pancholi D, Conrod P, Garavan H, Mackey S. (2022) Neural Correlates of Polygenic Risk Scores for Problematic Substance Use in Adolescents. NIDA Genetics and Epigenetics Cross Cutting Research Team Meeting, April 2022, Washigton DC.
Cupertino RB, Medland S, Ottino-Gonzalez J, Cao Z, Juliano A, Conrod P, Callas P, Garavan H, Mackey S. (2021) Novelty Seeking and White Matter Tract Integrity Mediate the Relation Between Genetic Risk for Cannabis Use Disorder and Cannabis use in Adolescents and Young Adults. World Congress of Psychiatric Genetics, October 2021, online
Cupertino RB, Hatoum A, Medland S, Ottino-Gonzalez J, Cao Z, Juliano A, Conrod P, Agrawal A, Bogdan R, Garavan H, Mackey S. (2021) Neural correlates of polygenic risk for cannabis use and cannabis use disorder. 27th Annual Meeting of the Organization for Human Brain Mapping, June 2021, online.
Ottino-Gonzalez J, Cao, Cupertino, Conrod, Mackey, Garavan. (2021) Structural brain correlates predicting nicotine dependence (poster No: S17). Society of Biological Psychiatry virtual conference, April 2021.
Cupertino RB, Hatoum A, Medland S, Ottino-Gonzalez J, Cao Z, Juliano A, Conrod P, Agrawal A, Bogdan R, Garavan H, Mackey S. (2021) Neural correlates of polygenic risk for cannabis use and cannabis use disorder. NIDA Genetic Consortium Conference, March 2021, online
Ottino-Gonzalez J., Albaugh M., Allgaier N., Mackey S., Garavan H. & the ENIGMA-Addiction working group (2020) Increased structural covariance of the insula in drug-dependent subjects. 26th Annual Meeting of the Organization for Human Brain Mapping, June 2020, Montreal.
Cao Z. Mackey S., Garavan H. & the ENIGMA-Addiction working group. (2020) 26th Annual Meeting of the Organization for Human Brain Mapping, June 2020, Montreal.
Mackey S., Medland S., Chaarani B., Albaugh M., Adise S., and Garavan H. (2020) Adolescent behavior and brain volume related to adult polygenic risk score for alcohol use disorder. 26th Annual Meeting of the Organization for Human Brain Mapping, June 2020, Montreal.
Mackey S. Adolescent behavior and brain volume related to polygenic risk score for alcohol use disorder. (2020) 10th Annual Vermont Neuroscience, Behavior and Health Research Forum, February 2020, Burlington VT.
Rabin R., Mackey S., Parvaz M., Garavan H., Alia-Klein N., and Goldstein R. (2019) Lower insula gray matter volumes in females (but not males) with cocaine use disorder: Data from the ENIGMA Addiction working group. Annual Meeting of the Society for Neuroscience, October 2019, Chicago.
Mackey S., Conrod P., Garavan H., and the ENIGMA Addiction Consortium. (2019) Substance dependence is associated with accelerated age related decline in cortical thickness. 25th Annual Meeting of the Organization for Human Brain Mapping, June 2019, Rome.
Navarri X., Afzali M., Mackey S., Garavan H., Conrod P. (2019) Combined and sex-specific volumetric variations observed in adults with alcohol and cannabis use disorders: an ENIGMA-Addiction working group meta-analysis. 13th Annual Meeting of the Canadian Society for Neuroscience, May 2019, Toronto.
Chye Y., Mackey S., Gutman B., Thompson P., Uhlmann A., Conrod, P., Garavan H., & ENIGMA Addiction Working Group (2018) Mapping subcortical surface morphometry across substance use: An ENIGMA addiction working group study. The 48th Annual Meeting of the Society for Neuroscience, October 2018, San Diego
Hahn S., Allgaier N., Mackey S., and Garavan H. (2019) Identifying predictive brain structure features in alcohol dependent subjects. 9th Annual Neuroscience, Behavior and Health Research Forum, February 2019 Burlington VT.
Garavan H., Mackey S., & the ENIGMA Consortium (2019) ENIGMA-Addiction: Neuroimaging Brain Phenotype. NIDA Genetics Consortium Meeting January 2019, Rockville MD.
Rossetti M.G., Mackey S., Patalay P., Batalla A., Bellani M., Chye Y.Y., Conrod P., Cousijn J., Garavan H., Solowij N., Suo C., Thompson P.M., Yucel M., Brambilla P., Lorenzetti V. & the ENIGMA Addiction Working Group. (2018) The neuroanatomy of cannabis use: does gender matter? Findings from the ENIGMA Addiction Working Group. 31st European College of Neuropsychopharmacology Congress, October 2018, Barcelona.
Rossetti M.G., Mackey S., Patalay P., Batalla A., Bellani M., Chye Y.Y., Conrod P., Cousijn J., Garavan H., Solowij N., Suo C., Thompson P.M., Yucel M., Brambilla P., Lorenzetti V. & the ENIGMA Addiction Working Group. (2018) The neuroanatomy of cannabis use: does gender matter? Findings from the ENIGMA Addiction Working Group. 31st European College of Neuropsychopharmacology Congress, Barcelona.
Chye Y., Mackey S., Gutman B., Thompson P., Uhlmann A., Conrod, P., Garavan H., & ENIGMA Addiction Working Group. (2018) Mapping subcortical surface morphometry across substance use: An ENIGMA addiction working group study. The 48th Annual Meeting of the Society for Neuroscience, October 2018, San Diego.
Chye Y., Mackey S., Gutman B., Uhlmann A., Garavan H., & ENIGMA Addiction Working Group. (2018) Mapping subcortical surface morphometry across substance use: An ENIGMA addiction working group study. Organization for Human Brain Mapping 2018, Singapore.
Kinreich S., Mackey S., Preston-Campbell R., Bachi K., Maloney T., Zilverstand A., Parvaz M., Garavan H., Alia-Klein N., Goldstein R.Z., & the ENIGMA Addiction Working Group. (2017) Sex differences in the brain’s gray matter in cocaine addiction. 56th Annual Meeting of the American College of Neuropsychopharmacology, December 2017, Palm Springs CA.
Uhlmann U., Mackey S., Conrod P., Garavan H., Stein D., Jahanshad N., Stein E., Caparelli E., London E., Morales A., Veltman D., Luijten M., Zhang S., Zhao M., Zhuang W., and the ENIGMA Addiction Working Group (2017) White matter microstructure in stimulant dependence: Meta-analytic findings from ENIGMA-Addiction. Organization for Human Brain Mapping 2017, Vancouver.
Mackey S., Conrod P., Glahn D., Garavan H., and the ENIGMA Addiction Consortium (2016) Enigma addiction working group: Cortical volume differences between substance dependent (alcohol, nicotine, cocaine, methamphetamine, and cannabis) and non-dependent individuals. The 71st Annual Scientific Meeting of the Society of Biological Psychiatry, Atlanta.
Mackey S., Conrod P., Glahn D., Garavan H., and the ENIGMA Addiction Consortium (2016) Brain volume differences between substance dependent and non-dependent individuals. Organization for Human Brain Mapping 2016, Geneva.