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image of Effects of Alcohol on EEG Activity: A Systematic Review Focused on Sex-Related Differences in Youth

Abstract

Background

Most electroencephalographic (EEG) investigations on alcohol have focused on adults, and scarce data is available about the potential of EEG measurements to detect young people at high-risk, as well as, to understand possible sex differences in alcohol impact on the brain.

Objective

This systematic review aimed to explore sex-related differences in EEG among young people with alcohol misuse, alcohol use disorder (AUD), and offspring of families with AUD.

Methods

A systematic review of the literature was conducted following PRISMA guidelines. Review protocol was registered in Prospero (ID: CRD42024511471). After article selection process and quality assessment, 25 studies were included in our review. The search included participants between 12 and 30 years old with problematic alcohol consumption, as defined by DSM, AUDIT, or specific alcohol misuse questionnaires.

Results

It seems that beta was generally higher in young males with AUD, and they usually exhibited greater interhemispheric connectivity (interHC), whereas young females with AUD tended towards enhanced intraHC. P3 appears to be particularly sensitive to alcohol misuse, with males typically exhibiting a lower amplitude than young females. Other event related potentials (ERPs) such as N415, P640, and the error-related negativity (ERN) lacked sufficient methodological support to draw conclusions regarding sex differences, N340 and P540 suggested avenues for expanding research on memory processing, indicating differences in amplitude between males and females.

Conclusion

Considering sex variables in clinical research will enhance our understanding of alterations in brain function and structure with the goal of tailoring treatment strategies for AUD.

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/content/journals/cn/10.2174/1570159X23666241106095027
2024-11-06
2025-01-08
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References

  1. McDonagh J.E. The age of adolescence and young adulthood. Lancet Child Adolesc. Health 2018 2 4 e6 10.1016/S2352‑4642(18)30079‑8 30169304
    [Google Scholar]
  2. Kinghorn A. Shanaube K. Toska E. Cluver L. Bekker L.G. Defining adolescence: Priorities from a global health perspective. Lancet Child Adolesc. Health 2018 2 5 e10 10.1016/S2352‑4642(18)30096‑8 30169271
    [Google Scholar]
  3. Sawyer S.M. Azzopardi P.S. Wickremarathne D. Patton G.C. The age of adolescence. Lancet Child Adolesc. Health 2018 2 3 223 228 10.1016/S2352‑4642(18)30022‑1 30169257
    [Google Scholar]
  4. Dey M. Gmel G. Studer J. Mohler-Kuo M. Health-risk behaviors and quality of life among young men. Qual. Life Res. 2014 23 3 1009 1017 10.1007/s11136‑013‑0524‑4 24062240
    [Google Scholar]
  5. Cheah Y.K. Kee C.C. Lim K.H. Omar M.A. Mental health and risk behaviors among secondary school students: A study on ethnic minorities. Pediatr. Neonatol. 2021 62 6 628 637 10.1016/j.pedneo.2021.05.025 34353744
    [Google Scholar]
  6. Leung J. Chiu V. Connor J.P. Peacock A. Kelly A.B. Hall W. Chan G.C.K. Alcohol consumption and consequences in adolescents in 68 low and middle-income countries - a multi-country comparison of risks by sex. Drug Alcohol Depend. 2019 205 107520 10.1016/j.drugalcdep.2019.06.022 31707267
    [Google Scholar]
  7. Sawyer S.M. Afifi R.A. Bearinger L.H. Blakemore S.J. Dick B. Ezeh A.C. Patton G.C. Adolescence: A foundation for future health. Lancet 2012 379 9826 1630 1640 10.1016/S0140‑6736(12)60072‑5 22538178
    [Google Scholar]
  8. Mooney-Leber S.M. Gould T.J. The long-term cognitive consequences of adolescent exposure to recreational drugs of abuse. Learn. Mem. 2018 25 9 481 491 10.1101/lm.046672.117 30115770
    [Google Scholar]
  9. Richert T. Anderberg M. Dahlberg M. Mental health problems among young people in substance abuse treatment in Sweden. Subst. Abuse Treat. Prev. Policy 2020 15 1 43 10.1186/s13011‑020‑00282‑6 32580732
    [Google Scholar]
  10. Vaingankar J.A. Chong S.A. Abdin E. Shafie S. Chua B.Y. Shahwan S. Verma S. Subramaniam M. Early age of onset of mood, anxiety and alcohol use disorders is associated with sociodemographic characteristics and health outcomes in adults: Results from a cross-sectional national survey. Soc. Psychiatry Psychiatr. Epidemiol. 2021 56 10 1835 1846 10.1007/s00127‑021‑02070‑4 33791821
    [Google Scholar]
  11. DeWit D.J. Adlaf E.M. Offord D.R. Ogborne A.C. Age at first alcohol use: A risk factor for the development of alcohol disorders. Am. J. Psychiatry 2000 157 5 745 750 10.1176/appi.ajp.157.5.745 10784467
    [Google Scholar]
  12. Dow-Edwards D. MacMaster F.P. Peterson B.S. Niesink R. Andersen S. Braams B.R. Experience during adolescence shapes brain development: From synapses and networks to normal and pathological behavior. Neurotoxicol. Teratol. 2019 76 106834 10.1016/j.ntt.2019.106834 31505230
    [Google Scholar]
  13. Jackson K.M. Barnett N.P. Colby S.M. Rogers M.L. The prospective association between sipping alcohol by the sixth grade and later substance use. J. Stud. Alcohol Drugs 2015 76 2 212 221 10.15288/jsad.2015.76.212 25785796
    [Google Scholar]
  14. Waller R. Murray L. Shaw D.S. Forbes E.E. Hyde L.W. Accelerated alcohol use across adolescence predicts early adult symptoms of alcohol use disorder via reward-related neural function. Psychol. Med. 2019 49 4 675 684 10.1017/S003329171800137X 29871712
    [Google Scholar]
  15. Murray C.J.L. Aravkin A.Y. Zheng P. Abbafati C. Abbas K.M. Abbasi-Kangevari M. Abd-Allah F. Abdelalim A. Abdollahi M. Abdollahpour I. Abegaz K.H. Abolhassani H. Aboyans V. Abreu L.G. Abrigo M.R.M. Abualhasan A. Abu-Raddad L.J. Abush-ouk A.I. Adabi M. Adekanmbi V. Adeoye A.M. Adetokunboh O.O. Adham D. Advani S.M. Agarwal G. Aghamir S.M.K. Agrawal A. Ahmad T. Ahmadi K. Ahmadi M. Ahmadieh H. Ahmed M.B. Akalu T.Y. Akinyemi R.O. Akinyemiju T. Akombi B. Akunna C.J. Alahdab F. Al-Aly Z. Alam K. Alam S. Alam T. Alanezi F.M. Alanzi T.M. Alemu B. Alhabib K.F. Ali M. Ali S. Alicandro G. Alinia C. Alipour V. Alizade H. Aljunid S.M. Alla F. Allebeck P. Almasi-Hashiani A. Al-Mekhlafi H.M. Alonso J. Altirkawi K.A. Amini-Rarani M. Amiri F. Amugsi D.A. Ancuceanu R. Anderlini D. Anderson J.A. Andrei C.L. An-drei T. Angus C. Anjomshoa M. Ansari F. Ansari-Moghaddam A. Antonazzo I.C. Antonio C.A.T. Antony C.M. Antriyandarti E. Anvari D. Anwer R. Appiah S.C.Y. Arabloo J. Arab-Zozani M. Ariani F. Armoon B. Ärnlöv J. Arzani A. Asadi-Aliabadi M. Asadi-Pooya A.A. Ashbaugh C. Assmus M. Atafar Z. Atnafu D.D. Atout M.M.W. Ausloos F. Ausloos M. Ayala Quintanil-la, B.P.; Ayano, G.; Ayanore, M.A.; Azari, S.; Azarian, G.; Azene, Z.N.; Badawi, A.; Badiye, A.D.; Bahrami, M.A.; Bakhshaei, M.H.; Bakhtiari, A.; Bakkannavar, S.M.; Baldasseroni, A.; Ball, K.; Ballew, S.H.; Balzi, D.; Banach, M.; Banerjee, S.K.; Bante, A.B.; Baraki, A.G.; Barker-Collo, S.L.; Bärnighausen, T.W.; Barrero, L.H.; Barthelemy, C.M.; Barua, L.; Basu, S.; Baune, B.T.; Bayati, M.; Becker, J.S.; Bedi, N.; Beghi, E.; Béjot, Y.; Bell, M.L.; Bennitt, F.B.; Bensenor, I.M.; Berhe, K.; Berman, A.E.; Bhagavathula, A.S.; Bhageerathy, R.; Bhala, N.; Bhandari, D.; Bhattacharyya, K.; Bhutta, Z.A.; Bijani, A.; Bikbov, B.; Bin Sayeed, M.S.; Biondi, A.; Birihane, B.M.; Bisignano, C.; Biswas, R.K.; Bitew, H.; Bohlouli, S.; Bohluli, M.; Boon-Dooley, A.S.; Borges, G.; Borzì, A.M.; Borzouei, S.; Bosetti, C.; Boufous, S.; Braithwaite, D.; Breitborde, N.J.K.; Breitner, S.; Brenner, H.; Briant, P.S.; Briko, A.N.; Briko, N.I.; Britton, G.B.; Bryazka, D.; Bumgarner, B.R.; Burkart, K.; Burnett, R.T.; Burugina Nagaraja, S.; Butt, Z.A.; Caetano dos Santos, F.L.; Cahill, L.E.; Cámera, L.L.A.A.; Campos-Nonato, I.R.; Cár-denas, R.; Carreras, G.; Carrero, J.J.; Carvalho, F.; Castaldelli-Maia, J.M.; Castañeda-Orjuela, C.A.; Castelpietra, G.; Castro, F.; Causey, K.; Cederroth, C.R.; Cercy, K.M.; Cerin, E.; Chandan, J.S.; Chang, K-L.; Charlson, F.J.; Chattu, V.K.; Chaturvedi, S.; Cherbuin, N.; Chimed-Ochir, O.; Cho, D.Y.; Choi, J-Y.J.; Christensen, H.; Chu, D-T.; Chung, M.T.; Chung, S-C.; Cicuttini, F.M.; Ciobanu, L.G.; Cirillo, M.; Clas-sen, T.K.D.; Cohen, A.J.; Compton, K.; Cooper, O.R.; Costa, V.M.; Cousin, E.; Cowden, R.G.; Cross, D.H.; Cruz, J.A.; Dahlawi, S.M.A.; Damasceno, A.A.M.; Damiani, G.; Dandona, L.; Dandona, R.; Dangel, W.J.; Danielsson, A-K.; Dargan, P.I.; Darwesh, A.M.; Daryani, A.; Das, J.K.; Das Gupta, R.; das Neves, J.; Dávila-Cervantes, C.A.; Davitoiu, D.V.; De Leo, D.; Degenhardt, L.; DeLang, M.; Dellavalle, R.P.; Demeke, F.M.; Demoz, G.T.; Demsie, D.G.; Denova-Gutiérrez, E.; Dervenis, N.; Dhungana, G.P.; Dianatinasab, M.; Dias da Silva, D.; Di-az, D.; Dibaji Forooshani, Z.S.; Djalalinia, S.; Do, H.T.; Dokova, K.; Dorostkar, F.; Doshmangir, L.; Driscoll, T.R.; Duncan, B.B.; Duraes, A.R.; Eagan, A.W.; Edvardsson, D.; El Nahas, N.; El Sayed, I.; El Tantawi, M.; Elbarazi, I.; Elgendy, I.Y.; El-Jaafary, S.I.; Elyazar, I.R.F.; Emmons-Bell, S.; Erskine, H.E.; Eskandarieh, S.; Esmaeilnejad, S.; Esteghamati, A.; Estep, K.; Etemadi, A.; Etisso, A.E.; Fanzo, J.; Farahmand, M.; Fareed, M.; Faridnia, R.; Farioli, A.; Faro, A.; Faruque, M.; Farzadfar, F.; Fattahi, N.; Fazlzadeh, M.; Feigin, V.L.; Feld-man, R.; Fereshtehnejad, S-M.; Fernandes, E.; Ferrara, G.; Ferrari, A.J.; Ferreira, M.L.; Filip, I.; Fischer, F.; Fisher, J.L.; Flor, L.S.; Foigt, N.A.; Folayan, M.O.; Fomenkov, A.A.; Force, L.M.; Foroutan, M.; Franklin, R.C.; Freitas, M.; Fu, W.; Fukumoto, T.; Furtado, J.M.; Gad, M.M.; Gakidou, E.; Gallus, S.; Garcia-Basteiro, A.L.; Gardner, W.M.; Geberemariyam, B.S.; Gebreslassie, A.A.A.A.; Geremew, A.; Gershberg Hayoon, A.; Gething, P.W.; Ghadimi, M.; Ghadiri, K.; Ghaffarifar, F.; Ghafourifard, M.; Ghamari, F.; Ghashghaee, A.; Ghiasvand, H.; Ghith, N.; Gholamian, A.; Ghosh, R.; Gill, P.S.; Ginindza, T.G.G.; Giussani, G.; Gnedovskaya, E.V.; Goharinezhad, S.; Gopalani, S.V.; Gorini, G.; Goudarzi, H.; Goulart, A.C.; Greaves, F.; Grivna, M.; Grosso, G.; Gubari, M.I.M.; Gugnani, H.C.; Guimarães, R.A.; Guled, R.A.; Guo, G.; Guo, Y.; Gupta, R.; Gupta, T.; Haddock, B.; Hafezi-Nejad, N.; Hafiz, A.; Haj-Mirzaian, A.; Haj-Mirzaian, A.; Hall, B.J.; Halvaei, I.; Hamadeh, R.R.; Hamidi, S.; Hammer, M.S.; Hankey, G.J.; Haririan, H.; Haro, J.M.; Hasaballah, A.I.; Hasan, M.M.; Hasanpoor, E.; Hashi, A.; Hassanipour, S.; Hassankhani, H.; Havmoeller, R.J.; Hay, S.I.; Hayat, K.; Heidari, G.; Heidari-Soureshjani, R.; Henrikson, H.J.; Herbert, M.E.; Herteliu, C.; Heydarpour, F.; Hird, T.R.; Hoek, H.W.; Holla, R.; Hoogar, P.; Hosgood, H.D.; Hossain, N.; Hosseini, M.; Hosseinzadeh, M.; Hostiuc, M.; Hostiuc, S.; Househ, M.; Hsairi, M.; Hsieh, V.C.; Hu, G.; Hu, K.; Huda, T.M.; Humayun, A.; Huynh, C.K.; Hwang, B-F.; Iannucci, V.C.; Ibitoye, S.E.; Ikeda, N.; Ikuta, K.S.; Ilesanmi, O.S.; Ilic, I.M.; Ilic, M.D.; Inbaraj, L.R.; Ip-polito, H.; Iqbal, U.; Irvani, S.S.N.; Irvine, C.M.S.; Islam, M.M.; Islam, S.M.S.; Iso, H.; Ivers, R.Q.; Iwu, C.C.D.; Iwu, C.J.; Iyamu, I.O.; Jaafari, J.; Jacobsen, K.H.; Jafari, H.; Jafarinia, M.; Jahani, M.A.; Jakovljevic, M.; Jalilian, F.; James, S.L.; Janjani, H.; Javaheri, T.; Javid-nia, J.; Jeemon, P.; Jenabi, E.; Jha, R.P.; Jha, V.; Ji, J.S.; Johansson, L.; John, O.; John-Akinola, Y.O.; Johnson, C.O.; Jonas, J.B.; Joukar, F.; Jozwiak, J.J.; Jürisson, M.; Kabir, A.; Kabir, Z.; Kalani, H.; Kalani, R.; Kalankesh, L.R.; Kalhor, R.; Kanchan, T.; Kapoor, N.; Karami Matin, B.; Karch, A.; Karim, M.A.; Kassa, G.M.; Katikireddi, S.V.; Kayode, G.A.; Kazemi Karyani, A.; Keiyoro, P.N.; Keller, C.; Kemmer, L.; Kendrick, P.J.; Khalid, N.; Khammarnia, M.; Khan, E.A.; Khan, M.; Khatab, K.; Khater, M.M.; Khatib, M.N.; Khayamzadeh, M.; Khazaei, S.; Kieling, C.; Kim, Y.J.; Kimokoti, R.W.; Kisa, A.; Kisa, S.; Kivimäki, M.; Knibbs, L.D.; Knudsen, A.K.S.; Kocarnik, J.M.; Kochhar, S.; Kopec, J.A.; Korshunov, V.A.; Koul, P.A.; Koyanagi, A.; Kraemer, M.U.G.; Krishan, K.; Krohn, K.J.; Kromhout, H.; Kuate Defo, B.; Kumar, G.A.; Kumar, V.; Kurmi, O.P.; Kusuma, D.; La Vecchia, C.; Lacey, B.; Lal, D.K.; Lalloo, R.; Lallukka, T.; Lami, F.H.; Landires, I.; Lang, J.J.; Langan, S.M.; Larsson, A.O.; Lasrado, S.; Lauriola, P.; Lazarus, J.V.; Lee, P.H.; Lee, S.W.H.; LeGrand, K.E.; Leigh, J.; Leonardi, M.; Lescinsky, H.; Leung, J.; Levi, M.; Li, S.; Lim, L-L.; Linn, S.; Liu, S.; Liu, S.; Liu, Y.; Lo, J.; Lopez, A.D.; Lopez, J.C.F.; Lopukhov, P.D.; Lorkowski, S.; Lotufo, P.A.; Lu, A.; Lugo, A.; Maddison, E.R.; Mahasha, P.W.; Mahdavi, M.M.; Mahmoudi, M.; Majeed, A.; Maleki, A.; Maleki, S.; Malekzadeh, R.; Malta, D.C.; Mamun, A.A.; Manda, A.L.; Manguerra, H.; Mansour-Ghanaei, F.; Mansouri, B.; Mansournia, M.A.; Mantilla Herrera, A.M.; Maravilla, J.C.; Marks, A.; Martin, R.V.; Martini, S.; Martins-Melo, F.R.; Masa-ka, A.; Masoumi, S.Z.; Mathur, M.R.; Matsushita, K.; Maulik, P.K.; McAlinden, C.; McGrath, J.J.; McKee, M.; Mehndiratta, M.M.; Mehri, F.; Mehta, K.M.; Memish, Z.A.; Mendoza, W.; Menezes, R.G.; Mengesha, E.W.; Mereke, A.; Mereta, S.T.; Meretoja, A.; Meretoja, T.J.; Mestrovic, T.; Miazgowski, B.; Miazgowski, T.; Michalek, I.M.; Miller, T.R.; Mills, E.J.; Mini, G.K.; Miri, M.; Mirica, A.; Mirrakhimov, E.M.; Mirzaei, H.; Mirzaei, M.; Mirzaei, R.; Mirzaei-Alavijeh, M.; Misganaw, A.T.; Mithra, P.; Moazen, B.; Mohammad, D.K.; Moham-mad, Y.; Mohammad Gholi Mezerji, N.; Mohammadian-Hafshejani, A.; Mohammadifard, N.; Mohammadpourhodki, R.; Mohammed, A.S.; Mohammed, H.; Mohammed, J.A.; Mohammed, S.; Mokdad, A.H.; Molokhia, M.; Monasta, L.; Mooney, M.D.; Moradi, G.; Moradi, M.; Moradi-Lakeh, M.; Moradzadeh, R.; Moraga, P.; Morawska, L.; Morgado-da-Costa, J.; Morrison, S.D.; Mosapour, A.; Mosser, J.F.; Mouodi, S.; Mousavi, S.M.; Mousavi Khaneghah, A.; Mueller, U.O.; Mukhopadhyay, S.; Mullany, E.C.; Musa, K.I.; Muthupandian, S.; Nabhan, A.F.; Naderi, M.; Nagarajan, A.J.; Nagel, G.; Naghavi, M.; Naghshtabrizi, B.; Naimzada, M.D.; Najafi, F.; Nangia, V.; Nansseu, J.R.; Naserbakht, M.; Nayak, V.C.; Negoi, I.; Ngunjiri, J.W.; Nguyen, C.T.; Nguyen, H.L.T.; Nguyen, M.; Nigatu, Y.T.; Nikbakhsh, R.; Nixon, M.R.; Nnaji, C.A.; Nomura, S.; Norrving, B.; Noubiap, J.J.; Nowak, C.; Nunez-Samudio, V.; Oţoiu, A.; Oancea, B.; Odell, C.M.; Ogbo, F.A.; Oh, I-H.; Okunga, E.W.; Oladnabi, M.; Olagunju, A.T.; Olusanya, B.O.; Olusanya, J.O.; Omer, M.O.; Ong, K.L.; Onwujekwe, O.E.; Orpana, H.M.; Ortiz, A.; Osarenotor, O.; Osei, F.B.; Ostroff, S.M.; Otstavnov, N.; Otstavnov, S.S.; Øverland, S.; Owolabi, M.O.; P A, M.; Padubidri, J.R.; Palladino, R.; Panda-Jonas, S.; Pandey, A.; Parry, C.D.H.; Pasovic, M.; Pasupula, D.K.; Patel, S.K.; Pathak, M.; Patten, S.B.; Patton, G.C.; Pazoki Toroudi, H.; Peden, A.E.; Pennini, A.; Pepito, V.C.F.; Peprah, E.K.; Pereira, D.M.; Pesudovs, K.; Pham, H.Q.; Phillips, M.R.; Piccinelli, C.; Pilz, T.M.; Piradov, M.A.; Pirsaheb, M.; Plass, D.; Polinder, S.; Polkinghorne, K.R.; Pond, C.D.; Postma, M.J.; Pourjafar, H.; Pourmalek, F.; Poznańska, A.; Prada, S.I.; Prakash, V.; Pribadi, D.R.A.; Pupillo, E.; Quazi Syed, Z.; Rabiee, M.; Rabiee, N.; Radfar, A.; Rafiee, A.; Raggi, A.; Rahman, M.A.; Rajabpour-Sanati, A.; Rajati, F.; Rakovac, I.; Ram, P.; Ramezanzadeh, K.; Ranabhat, C.L.; Rao, P.C.; Rao, S.J.; Rashedi, V.; Rathi, P.; Rawaf, D.L.; Rawaf, S.; Rawal, L.; Rawassizadeh, R.; Rawat, R.; Razo, C.; Redford, S.B.; Reiner, R.C., Jr; Reitsma, M.B.; Remuzzi, G.; Renjith, V.; Renzaho, A.M.N.; Resnikoff, S.; Rezaei, N.; Rezaei, N.; Rezapour, A.; Rhinehart, P-A.; Riahi, S.M.; Ribeiro, D.C.; Ribeiro, D.; Rickard, J.; Rivera, J.A.; Roberts, N.L.S.; Rodríguez-Ramírez, S.; Roever, L.; Ronfani, L.; Room, R.; Roshandel, G.; Roth, G.A.; Rothenbacher, D.; Rubagotti, E.; Rwegerera, G.M.; Sabour, S.; Sachdev, P.S.; Saddik, B.; Sadeghi, E.; Sadeghi, M.; Saeedi, R.; Saeedi Moghaddam, S.; Safari, Y.; Safi, S.; Safiri, S.; Sagar, R.; Sahebkar, A.; Sajadi, S.M.; Salam, N.; Salamati, P.; Salem, H.; Salem, M.R.R.; Salimzadeh, H.; Salman, O.M.; Salomon, J.A.; Samad, Z.; Samadi Kafil, H.; Sambala, E.Z.; Samy, A.M.; Sanabria, J.; Sánchez-Pimienta, T.G.; Santomauro, D.F.; Santos, I.S.; Santos, J.V.; Santric-Milicevic, M.M.; Saraswathy, S.Y.I.; Sarmiento-Suárez, R.; Sarrafzadegan, N.; Sartorius, B.; Sarveazad, A.; Sathian, B.; Sathish, T.; Sattin, D.; Saxena, S.; Schaeffer, L.E.; Schiavolin, S.; Schlaich, M.P.; Schmidt, M.I.; Schutte, A.E.; Schwebel, D.C.; Schwendicke, F.; Senbeta, A.M.; Senthilkumaran, S.; Sepanlou, S.G.; Serdar, B.; Serre, M.L.; Shadid, J.; Shafaat, O.; Shahabi, S.; Shaheen, A.A.; Shaikh, M.A.; Shalash, A.S.; Shams-Beyranvand, M.; Shamsizadeh, M.; Sharafi, K.; Sheikh, A.; Sheikhtaheri, A.; Shibuya, K.; Shield, K.D.; Shigematsu, M.; Shin, J.I.; Shin, M-J.; Shiri, R.; Shirkoohi, R.; Shuval, K.; Si-abani, S.; Sierpinski, R.; Sigfusdottir, I.D.; Sigurvinsdottir, R.; Silva, J.P.; Simpson, K.E.; Singh, J.A.; Singh, P.; Skiadaresi, E.; Skou, S.T.; Skryabin, V.Y.; Smith, E.U.R.; Soheili, A.; Soltani, S.; Soofi, M.; Sorensen, R.J.D.; Soriano, J.B.; Sorrie, M.B.; Soshnikov, S.; Soyiri, I.N.; Spencer, C.N.; Spotin, A.; Sreeramareddy, C.T.; Srinivasan, V.; Stanaway, J.D.; Stein, C.; Stein, D.J.; Steiner, C.; Stockfelt, L.; Stokes, M.A.; Straif, K.; Stubbs, J.L.; Sufiyan, M.B.; Suleria, H.A.R.; Suliankatchi Abdulkader, R.; Sulo, G.; Sultan, I.; Szumowski, Ł.; Tabarés-Seisdedos, R.; Tabb, K.M.; Tabuchi, T.; Taherkhani, A.; Tajdini, M.; Takahashi, K.; Takala, J.S.; Tamiru, A.T.; Taveira, N.; Tehrani-Banihashemi, A.; Temsah, M-H.; Tesema, G.A.; Tessema, Z.T.; Thurston, G.D.; Titova, M.V.; Tohidinik, H.R.; Tonelli, M.; Topor-Madry, R.; Topouzis, F.; Torre, A.E.; Touvier, M.; Tovani-Palone, M.R.R.; Tran, B.X.; Travillian, R.; Tsatsakis, A.; Tudor Car, L.; Tyro-volas, S.; Uddin, R.; Umeokonkwo, C.D.; Unnikrishnan, B.; Upadhyay, E.; Vacante, M.; Valdez, P.R.; van Donkelaar, A.; Vasankari, T.J.; Vasseghian, Y.; Veisani, Y.; Venketasubramanian, N.; Violante, F.S.; Vlassov, V.; Vollset, S.E.; Vos, T.; Vukovic, R.; Waheed, Y.; Wallin, M.T.; Wang, Y.; Wang, Y-P.; Watson, A.; Wei, J.; Wei, M.Y.W.; Weintraub, R.G.; Weiss, J.; Werdecker, A.; West, J.J.; Westerman, R.; Whisnant, J.L.; Whiteford, H.A.; Wiens, K.E.; Wolfe, C.D.A.; Wozniak, S.S.; Wu, A-M.; Wu, J.; Wulf Hanson, S.; Xu, G.; Xu, R.; Yadgir, S.; Yahyazadeh Jabbari, S.H.; Yamagishi, K.; Yaminfirooz, M.; Yano, Y.; Yaya, S.; Yazdi-Feyzabadi, V.; Yeheyis, T.Y.; Yilgwan, C.S.; Yilma, M.T.; Yip, P.; Yonemoto, N.; Younis, M.Z.; Younker, T.P.; Yousefi, B.; Yousefi, Z.; Yousefinezhadi, T.; Yousuf, A.Y.; Yu, C.; Yusefzadeh, H.; Zahirian Moghadam, T.; Zamani, M.; Zamanian, M.; Zandian, H.; Zastrozhin, M.S.; Zhang, Y.; Zhang, Z-J.; Zhao, J.T.; Zhao, X-J.G.; Zhao, Y.; Zhou, M.; Ziapour, A.; Zimsen, S.R.M.; Brauer, M.; Afshin, A.; Lim, S.S. Global burden of 87 risk factors in 204 countries and territories, 1990-2019: A systematic analysis for the Global Burden of Disease Study 2019. Lancet 2020 396 10258 1223 1249 10.1016/S0140‑6736(20)30752‑2 33069327
    [Google Scholar]
  16. Noel J.K. Associations between alcohol policies and adolescent alcohol use: A pooled analysis of gshs and espad data. Alcohol Alcohol. 2019 54 6 639 646 10.1093/alcalc/agz068 31556931
    [Google Scholar]
  17. Global status report on alcohol and health 2018. 2018 Available from: https://www.who.int/publications/i/item/9789241565639
  18. Status report on alcohol consumption, harm and policy responses in 30 European countries WHO Regional Office for Europe: Copenhagen 2019
    [Google Scholar]
  19. Lees B. Meredith L.R. Kirkland A.E. Bryant B.E. Squeglia L.M. Effect of alcohol use on the adolescent brain and behavior. Pharmacol. Biochem. Behav. 2020 192 172906 10.1016/j.pbb.2020.172906 32179028
    [Google Scholar]
  20. Spear L.P. Adolescent alcohol exposure: Are there separable vulnerable periods within adolescence? Physiol. Behav. 2015 148 122 130 10.1016/j.physbeh.2015.01.027 25624108
    [Google Scholar]
  21. Spear L.P. Effects of adolescent alcohol consumption on the brain and behaviour. Nat. Rev. Neurosci. 2018 19 4 197 214 10.1038/nrn.2018.10 29467469
    [Google Scholar]
  22. Steinfeld M.R. Torregrossa M.M. Consequences of adolescent drug use. Transl. Psychiatry 2023 13 1 313 10.1038/s41398‑023‑02590‑4 37802983
    [Google Scholar]
  23. Davies M. The role of GABAA receptors in mediating the effects of alcohol in the central nervous system. J. Psychiatry Neurosci. 2003 28 4 263 274 12921221
    [Google Scholar]
  24. Costardi J.V.V. Nampo R.A.T. Silva G.L. Ribeiro M.A.F. Stella H.J. Stella M.B. Malheiros S.V.P. A review on alcohol: From the central action mechanism to chemical dependency. Rev. Assoc. Med. Bras. 2015 61 4 381 387 10.1590/1806‑9282.61.04.381 26466222
    [Google Scholar]
  25. Weiland B.J. Welsh R.C. Yau W.Y.W. Zucker R.A. Zubieta J.K. Heitzeg M.M. Accumbens functional connectivity during reward mediates sensation-seeking and alcohol use in high-risk youth. Drug Alcohol Depend. 2013 128 1-2 130 139 10.1016/j.drugalcdep.2012.08.019 22958950
    [Google Scholar]
  26. Walker C.D. Kuhn C.M. Risher M.L. The effects of peri-adolescent alcohol use on the developing hippocampus. Int. Rev. Neurobiol. 2021 160 251 280 10.1016/bs.irn.2021.08.003 34696875
    [Google Scholar]
  27. Alfonso-Loeches S. Guerri C. Molecular and behavioral aspects of the actions of alcohol on the adult and developing brain. Crit. Rev. Clin. Lab. Sci. 2011 48 1 19 47 10.3109/10408363.2011.580567 21657944
    [Google Scholar]
  28. Correas A. Cuesta P. López-Caneda E. Rodríguez Holguín S. García-Moreno L.M. Pineda-Pardo J.A. Cadaveira F. Maestú F. Functional and structural brain connectivity of young binge drinkers: A follow-up study. Sci. Rep. 2016 6 1 31293 10.1038/srep31293 27506835
    [Google Scholar]
  29. Guo X. Yan T. Chen M. Ma X. Li R. Li B. Yang A. Chen Y. Fang T. Yu H. Tian H. Chen G. Zhuo C. Differential effects of alcohol‐drinking patterns on the structure and function of the brain and cognitive performance in young adult drinkers: A pilot study. Brain Behav. 2022 12 1 e2427 10.1002/brb3.2427 34808037
    [Google Scholar]
  30. Yip S.W. Lichenstein S.D. Liang Q. Chaarani B. Dager A. Pearlson G. Banaschewski T. Bokde A.L.W. Desrivières S. Flor H. Grigis A. Gowland P. Heinz A. Brühl R. Martinot J.L. Martinot M.L.P. Artiges E. Nees F. Orfanos D.P. Paus T. Poustka L. Hohmann S. Millenet S. Fröhner J.H. Smolka M.N. Vaidya N. Walter H. Whelan R. Schumann G. Garavan H. Brain networks and adolescent alcohol use. JAMA Psychiatry 2023 80 11 1131 1141 10.1001/jamapsychiatry.2023.2949 37647053
    [Google Scholar]
  31. Correas A. Rodriguez Holguín S. Cuesta P. López-Caneda E. García-Moreno L.M. Cadaveira F. Maestú F. Exploratory analysis of power spectrum and functional connectivity during resting state in young binge drinkers: A MEG study. Int. J. Neural Syst. 2015 25 3 1550008 10.1142/S0129065715500082 25753601
    [Google Scholar]
  32. Kim B.M. Kim M.S. Kim J.S. Alterations of functional connectivity during the resting state and their associations with visual memory in college students who binge drink. Front. Hum. Neurosci. 2020 14 600437 10.3389/fnhum.2020.600437 33424567
    [Google Scholar]
  33. Maldonado-Devincci A.M. Badanich K.A. Kirstein C.L. Alcohol during adolescence selectively alters immediate and long-term behav-ior and neurochemistry. Alcohol 2010 44 1 57 66 10.1016/j.alcohol.2009.09.035 20113874
    [Google Scholar]
  34. Sampedro-Piquero P. Buades-Sitjar F. Capilla A. Zancada-Menéndez C. González-Baeza A. Moreno-Fernández R.D. Risky alcohol use during youth: Impact on emotion, cognitive networks, and resting-state EEG activity. Prog. Neuropsychopharmacol. Biol. Psychiatry 2024 132 110994 10.1016/j.pnpbp.2024.110994
    [Google Scholar]
  35. East P.L. Delva J. Blanco E. Correa-Burrows P. Burrows R. Gahagan S. Associations between adolescent alcohol use and neu-rocognitive functioning in young adulthood. Appl. Dev. Sci. 2024 28 1 46 57 10.1080/10888691.2022.2138886 38221975
    [Google Scholar]
  36. Kang J.G. Kim M.S. Neuropsychological profile of college students who engage in binge drinking. Front. Psychol. 2022 13 873654 10.3389/fpsyg.2022.873654 35496236
    [Google Scholar]
  37. Mahedy L. Suddell S. Skirrow C. Fernandes G.S. Field M. Heron J. Hickman M. Wootton R. Munafò M.R. Alcohol use and cognitive functioning in young adults: improving causal inference. Addiction 2021 116 2 292 302 10.1111/add.15100 32335969
    [Google Scholar]
  38. Nguyen-Louie T.T. Matt G.E. Jacobus J. Li I. Cota C. Castro N. Tapert S.F. Earlier alcohol use onset predicts poorer neuropsy-chological functioning in young adults. Alcohol. Clin. Exp. Res. 2017 41 12 2082 2092 10.1111/acer.13503 29083495
    [Google Scholar]
  39. Sullivan E.V. Pfefferbaum A. Neurocircuitry in alcoholism: A substrate of disruption and repair. Psychopharmacology 2005 180 4 583 594 10.1007/s00213‑005‑2267‑6 15834536
    [Google Scholar]
  40. Oscar-Berman M. Marinković K. Alcohol: effects on neurobehavioral functions and the brain. Neuropsychol. Rev. 2007 17 3 239 257 10.1007/s11065‑007‑9038‑6 17874302
    [Google Scholar]
  41. Jones S.A. Steele J.S. Nagel B.J. Binge drinking and family history of alcoholism are associated with an altered developmental trajectory of impulsive choice across adolescence. Addiction 2017 112 7 1184 1192 10.1111/add.13823 28317212
    [Google Scholar]
  42. Calvert W.J. Keenan Bucholz K. Steger-May K. Early drinking and its association with adolescents’ participation in risky behaviors. J. Am. Psychiatr. Nurses Assoc. 2010 16 4 239 251 10.1177/1078390310374356 21659276
    [Google Scholar]
  43. Dvorak R.D. Sargent E.M. Kilwein T.M. Stevenson B.L. Kuvaas N.J. Williams T.J. Alcohol use and alcohol-related consequences: Associations with emotion regulation difficulties. Am. J. Drug Alcohol Abuse 2014 40 2 125 130 10.3109/00952990.2013.877920 24588419
    [Google Scholar]
  44. Verplaetse T.L. Roberts W. Peltier M.R. Zakiniaeiz Y. Burke C. Moore K.E. Pittman B. McKee S.A. Risk drinking levels and sex are associated with cancer and liver, respiratory, and other medical conditions. Drug and Alcohol Dependence Reports 2021 1 100007 10.1016/j.dadr.2021.100007 36843909
    [Google Scholar]
  45. Nolen-Hoeksema S. Gender differences in risk factors and consequences for alcohol use and problems. Clin. Psychol. Rev. 2004 24 8 981 1010 10.1016/j.cpr.2004.08.003 15533281
    [Google Scholar]
  46. White A.M. Gender differences in the epidemiology of alcohol use and related harms in the United States. Alcohol Res. 2020 40 2 01 10.35946/arcr.v40.2.01
    [Google Scholar]
  47. Flores-Bonilla A. Richardson H.N. Sex differences in the neurobiology of alcohol use disorder. Alcohol Res. 2020 40 2 4 10.35946/arcr.v40.2.04
    [Google Scholar]
  48. Pérez-García J.M. Cadaveira F. Canales-Rodríguez E.J. Suárez-Suárez S. Rodríguez Holguín S. Corral M. Blanco-Ramos J. Doallo S. Effects of persistent binge drinking on brain structure in emerging adults: A longitudinal study. Front. Psychiatry 2022 13 935043 10.3389/fpsyt.2022.935043 35815019
    [Google Scholar]
  49. Piekarski D.J. Zahr N.M. Zhao Q. Sullivan E.V. Pfefferbaum A. Alcohol’s effects on the mouse brain are modulated by age and sex. Addict. Biol. 2022 27 5 e13209 10.1111/adb.13209 36001428
    [Google Scholar]
  50. Nguyen-Louie T.T. Courtney K.E. Squeglia L.M. Bagot K. Eberson S. Migliorini R. Alcaraz A.R. Tapert S.F. Pulido C. Prospec-tive changes in neural alcohol cue reactivity in at-risk adolescents. Brain Imaging Behav. 2018 12 4 931 941 10.1007/s11682‑017‑9757‑0 28801730
    [Google Scholar]
  51. Urban N.B.L. Kegeles L.S. Slifstein M. Xu X. Martinez D. Sakr E. Castillo F. Moadel T. O’Malley S.S. Krystal J.H. Abi-Dargham A. Sex differences in striatal dopamine release in young adults after oral alcohol challenge: A positron emission tomography imaging study with [11C]raclopride. Biol. Psychiatry 2010 68 8 689 696 10.1016/j.biopsych.2010.06.005 20678752
    [Google Scholar]
  52. Marinkovic K. Alderson Myers A.B. Arienzo D. Sereno M.I. Mason G.F. Cortical GABA levels are reduced in young adult binge drinkers: Association with recent alcohol consumption and sex. Neuroimage Clin. 2022 35 103091 10.1016/j.nicl.2022.103091 35753236
    [Google Scholar]
  53. Kisner M.A. Sussman L. Manuweera T. Grodin E.N. Fede S.J. Sarlls J.E. Momenan R. Evaluating effects of sex and age on white matter microstructural alterations in alcohol use disorder: A diffusion tensor imaging study. Alcohol. Clin. Exp. Res. 2021 45 9 1790 1803 10.1111/acer.14678 34342014
    [Google Scholar]
  54. Verplaetse T.L. Cosgrove K.P. Tanabe J. McKee S.A. Sex/gender differences in brain function and structure in alcohol use: A narra-tive review of neuroimaging findings over the last 10 years. J. Neurosci. Res. 2021 99 1 309 323 10.1002/jnr.24625 32333417
    [Google Scholar]
  55. Elofson J. Gongvatana W. Carey K.B. Alcohol use and cerebral white matter compromise in adolescence. Addict. Behav. 2013 38 7 2295 2305 10.1016/j.addbeh.2013.03.001 23583835
    [Google Scholar]
  56. Liu Y. Chen Y. Fraga-González G. Szpak V. Laverman J. Wiers R.W. Richard Ridderinkhof K. Resting-state EEG, substance use and abstinence after chronic use: A systematic review. Clin. EEG Neurosci. 2022 53 4 344 366 10.1177/15500594221076347 35142589
    [Google Scholar]
  57. Herrera-Díaz A. Mendoza-Quiñones R. Melie-Garcia L. Martínez-Montes E. Sanabria-Diaz G. Romero-Quintana Y. Salazar-Guerra I. Carballoso-Acosta M. Caballero-Moreno A. Functional connectivity and quantitative EEG in women with alcohol use disor-ders: A resting-state study. Brain Topogr. 2016 29 3 368 381 10.1007/s10548‑015‑0467‑x 26660886
    [Google Scholar]
  58. López-Caneda E. Cadaveira F. Correas A. Crego A. Maestú F. Rodríguez Holguín S. the brain of binge drinkers at rest: Alterations in theta and beta oscillations in first-year college students with a binge drinking pattern. Front. Behav. Neurosci. 2017 11 168 10.3389/fnbeh.2017.00168 28959193
    [Google Scholar]
  59. Mumtaz W. Saad M.N.M. Kamel N. Ali S.S.A. Malik A.S. An EEG-based functional connectivity measure for automatic detection of alcohol use disorder. Artif. Intell. Med. 2018 84 79 89 10.1016/j.artmed.2017.11.002 29169647
    [Google Scholar]
  60. Courtney K.E. Polich J. Binge drinking effects on EEG in young adult humans. Int. J. Environ. Res. Public Health 2010 7 5 2325 2336 10.3390/ijerph7052325 20623027
    [Google Scholar]
  61. Clarke A.R. Barry R.J. Karamacoska D. Johnstone S.J. The EEG Theta/Beta ratio: A marker of arousal or cognitive processing capaci-ty? Appl. Psychophysiol. Biofeedback 2019 44 2 123 129 10.1007/s10484‑018‑09428‑6 30604100
    [Google Scholar]
  62. van Son D. de Rover M. De Blasio F.M. van der Does W. Barry R.J. Putman P. Electroencephalography theta/beta ratio covaries with mind wandering and functional connectivity in the executive control network. Ann. N. Y. Acad. Sci. 2019 1452 1 52 64 10.1111/nyas.14180 31310007
    [Google Scholar]
  63. Putman P. Verkuil B. Arias-Garcia E. Pantazi I. van Schie C. EEG theta/beta ratio as a potential biomarker for attentional control and resilience against deleterious effects of stress on attention. Cogn. Affect. Behav. Neurosci. 2014 14 2 782 791 10.3758/s13415‑013‑0238‑7 24379166
    [Google Scholar]
  64. Sari B.A. Koster E.H.W. Pourtois G. Derakshan N. Training working memory to improve attentional control in anxiety: A proof-of-principle study using behavioral and electrophysiological measures. Biol. Psychol. 2016 121 PtB 203 212 10.1016/j.biopsycho.2015.09.008 26407521
    [Google Scholar]
  65. Campanella S. Petit G. Maurage P. Kornreich C. Verbanck P. Noël X. Chronic alcoholism: Insights from neurophysiology. Neurophysiol. Clin. 2009 39 4-5 191 207 10.1016/j.neucli.2009.08.002 19853791
    [Google Scholar]
  66. Porjesz B. Begleiter H. Alcoholism and human electrophysiology. Alcohol Res. Health 2003 27 2 153 160 15303626
    [Google Scholar]
  67. Barry R.J. Steiner G.Z. De Blasio F.M. Fogarty J.S. Karamacoska D. MacDonald B. Components in the P300: Don’t forget the Nov-elty P3! Psychophysiology 2020 57 7 e13371 10.1111/psyp.13371 30920012
    [Google Scholar]
  68. Jurado-Barba R. Sion A. Martínez-Maldonado A. Domínguez-Centeno I. Prieto-Montalvo J. Navarrete F. García-Gutierrez M.S. Manzanares J. Rubio G. Neuropsychophysiological measures of alcohol dependence: Can we use EEG in the clinical assessment? Front. Psychiatry 2020 11 676 10.3389/fpsyt.2020.00676 32765317
    [Google Scholar]
  69. Harper J. Malone S.M. Iacono W.G. Parietal P3 and midfrontal theta prospectively predict the development of adolescent alcohol use. Psychol. Med. 2021 51 3 416 425 10.1017/S0033291719003258 31736455
    [Google Scholar]
  70. López-Caneda E. Rodríguez Holguín S. Corral M. Doallo S. Cadaveira F. Evolution of the binge drinking pattern in college students: Neurophysiological correlates. Alcohol 2014 48 5 407 418 10.1016/j.alcohol.2014.01.009 24835220
    [Google Scholar]
  71. Iacono W.G. Malone S.M. Vrieze S.I. Endophenotype best practices. Int. J. Psychophysiol. 2017 111 115 144 10.1016/j.ijpsycho.2016.07.516 27473600
    [Google Scholar]
  72. Agabio R. Campesi I. Pisanu C. Gessa G.L. Franconi F. Sex differences in substance use disorders: Focus on side effects. Addict. Biol. 2016 21 5 1030 1042 10.1111/adb.12395 27001402
    [Google Scholar]
  73. Fillmore M.T. Jude R. Defining “binge” drinking as five drinks per occasion or drinking to a. 08% BAC: Which is more sensitive to risk? Am. J. Addict. 2011 20 5 468 475 10.1111/j.1521‑0391.2011.00156.x 21838847
    [Google Scholar]
  74. Almeida-Antunes N. Crego A. Carbia C. Sousa S.S. Rodrigues R. Sampaio A. López-Caneda E. Electroencephalographic signa-tures of the binge drinking pattern during adolescence and young adulthood: A PRISMA-driven systematic review. Neuroimage Clin. 2021 29 102537 10.1016/j.nicl.2020.102537 33418172
    [Google Scholar]
  75. Dir A.L. Bell R.L. Adams Z.W. Hulvershorn L.A. Gender differences in risk factors for adolescent binge drinking and implications for intervention and prevention. Front. Psychiatry 2017 8 289 10.3389/fpsyt.2017.00289 29312017
    [Google Scholar]
  76. Valente J. Pietrobom T. Mihic J. Caetano S. Mari J. Sanchez Z.M. Externalizing and internalizing problems as predictors of alcohol-related harm and binge drinking in early adolescence: The role of gender. J. Affect. Disord. 2023 327 167 174 10.1016/j.jad.2023.01.004 36623566
    [Google Scholar]
  77. Moher D. Shamseer L. Clarke M. Ghersi D. Liberati A. Petticrew M. Shekelle P. Stewart L.A. Preferred reporting items for sys-tematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Syst. Rev. 2015 4 1 1 10.1186/2046‑4053‑4‑1 25554246
    [Google Scholar]
  78. Page M.J. McKenzie J.E. Bossuyt P.M. Boutron I. Hoffmann T.C. Mulrow C.D. Shamseer L. Tetzlaff J.M. Akl E.A. Brennan S.E. Chou R. Glanville J. Grimshaw J.M. Hróbjartsson A. Lalu M.M. Li T. Loder E.W. Mayo-Wilson E. McDonald S. McGuinness L.A. Stewart L.A. Thomas J. Tricco A.C. Welch V.A. Whiting P. Moher D. The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ 2021 372 71 n71 10.1136/bmj.n71 33782057
    [Google Scholar]
  79. Affan R.O. Huang S. Cruz S.M. Holcomb L.A. Nguyen E. Marinkovic K. High-intensity binge drinking is associated with altera-tions in spontaneous neural oscillations in young adults. Alcohol 2018 70 51 60 10.1016/j.alcohol.2018.01.002 29778070
    [Google Scholar]
  80. Kiss O. Goldstone A. de Zambotti M. Yüksel D. Hasler B.P. Franzen P.L. Brown S.A. De Bellis M.D. Nagel B.J. Nooner K.B. Tapert S.F. Colrain I.M. Clark D.B. Baker F.C. Effects of emerging alcohol use on developmental trajectories of functional sleep measures in adolescents. Sleep 2023 46 9 zsad113 10.1093/sleep/zsad113 37058610
    [Google Scholar]
  81. Ehlers C. Phillips E. Schuckit M. EEG alpha variants and alpha power in Hispanic American and white non-Hispanic American young adults with a family history of alcohol dependence. Alcohol 2004 33 2 99 106 10.1016/S0741‑8329(04)00098‑9 15528007
    [Google Scholar]
  82. Ehlers C.L. Phillips E. Association of EEG alpha variants and alpha power with alcohol dependence in Mexican American young adults. Alcohol 2007 41 1 13 20 10.1016/j.alcohol.2007.02.001 17452295
    [Google Scholar]
  83. Kinreich S. Meyers J.L. Maron-Katz A. Kamarajan C. Pandey A.K. Chorlian D.B. Zhang J. Pandey G. Subbie-Saenz de Viteri S. Pitti D. Anokhin A.P. Bauer L. Hesselbrock V. Schuckit M.A. Edenberg H.J. Porjesz B. Predicting risk for alcohol use disorder using longitudinal data with multimodal biomarkers and family history: A machine learning study. Mol. Psychiatry 2021 26 4 1133 1141 10.1038/s41380‑019‑0534‑x 31595034
    [Google Scholar]
  84. Meyers J.L. Chorlian D.B. Johnson E.C. Pandey A.K. Kamarajan C. Salvatore J.E. Aliev F. Subbie-Saenz de Viteri S. Zhang J. Chao M. Kapoor M. Hesselbrock V. Kramer J. Kuperman S. Nurnberger J. Tischfield J. Goate A. Foroud T. Dick D.M. Eden-berg H.J. Agrawal A. Porjesz B. Association of polygenic liability for alcohol dependence and eeg connectivity in adolescence and young adulthood. Brain Sci. 2019 9 10 280 10.3390/brainsci9100280 31627376
    [Google Scholar]
  85. Rangaswamy M. Porjesz B. Chorlian D.B. Wang K. Jones K.A. Kuperman S. Rohrbaugh J. O’Connor S.J. Bauer L.O. Reich T. Begleiter H. Resting EEG in offspring of male alcoholics: Beta frequencies. Int. J. Psychophysiol. 2004 51 3 239 251 10.1016/j.ijpsycho.2003.09.003 14962576
    [Google Scholar]
  86. Blanco-Ramos J. Cadaveira F. Folgueira-Ares R. Corral M. Rodríguez Holguín S. Electrophysiological correlates of an alcohol-cued go/nogo task: A dual-process approach to binge drinking in university students. Int. J. Environ. Res. Public Health 2019 16 22 4550 10.3390/ijerph16224550 31752082
    [Google Scholar]
  87. Kamarajan C. Pandey A.K. Chorlian D.B. Manz N. Stimus A.T. Bauer L.O. Hesselbrock V.M. Schuckit M.A. Kuperman S. Kramer J. Porjesz B. Reward processing deficits and impulsivity in high-risk offspring of alcoholics: A study of event-related potentials during a monetary gambling task. Int. J. Psychophysiol. 2015 98 2 182 200 a 10.1016/j.ijpsycho.2015.09.005 26388585
    [Google Scholar]
  88. Magee K.E. McClaine R. Laurianti V. Connell A.M. Effects of binge drinking and depression on cognitive-control processes during an emotional Go/No-Go task in emerging adults. J. Psychiatr. Res. 2023 162 161 169 10.1016/j.jpsychires.2023.05.037 37163808
    [Google Scholar]
  89. Maurage P. Pesenti M. Philippot P. Joassin F. Campanella S. Latent deleterious effects of binge drinking over a short period of time revealed only by electrophysiological measures. J. Psychiatry Neurosci. 2009 34 2 111 118 19270761
    [Google Scholar]
  90. Petit G. Kornreich C. Verbanck P. Campanella S. Gender differences in reactivity to alcohol cues in binge drinkers: A preliminary assessment of event-related potentials. Psychiatry Res. 2013 209 3 494 503 10.1016/j.psychres.2013.04.005 23684055
    [Google Scholar]
  91. Smith J.L. Mattick R.P. Sufani C. Female but not male young heavy drinkers display altered performance monitoring. Psychiatry Res. Neuroimaging 2015 233 3 424 435 10.1016/j.pscychresns.2015.07.014 26208747
    [Google Scholar]
  92. Smith J.L. Iredale J.M. Mattick R.P. Sex differences in the relationship between heavy alcohol use, inhibition and performance moni-toring: Disconnect between behavioural and brain functional measures. Psychiatry Res. Neuroimaging 2016 254 103 111 10.1016/j.pscychresns.2016.06.012 27399307
    [Google Scholar]
  93. Perlman G. Johnson W. Iacono W.G. The heritability of P300 amplitude in 18‐year‐olds is robust to adolescent alcohol use. Psychophysiology 2009 46 5 962 969 10.1111/j.1469‑8986.2009.00850.x 19558402
    [Google Scholar]
  94. Perlman G. Markin A. Iacono W.G.P. 300 amplitude reduction is associated with early‐onset and late‐onset pathological substance use in a prospectively studied cohort of 14‐year‐old adolescents. Psychophysiology 2013 50 10 974 982 10.1111/psyp.12081 23905780
    [Google Scholar]
  95. Yoon H.H. Iacono W.G. Malone S.M. McGue M. Using the brain P300 response to identify novel phenotypes reflecting genetic vul-nerability for adolescent substance misuse. Addict. Behav. 2006 31 6 1067 1087 10.1016/j.addbeh.2006.03.036 16644137
    [Google Scholar]
  96. Criado J.R. Ehlers C.L. Electrophysiological responses to affective stimuli in Mexican Americans: Relationship to alcohol dependence and personality traits. Pharmacol. Biochem. Behav. 2007 88 2 148 157 10.1016/j.pbb.2007.07.019 17764730
    [Google Scholar]
  97. Ehlers C.L. Phillips E. Criado J.R. Gilder D.A. N4 component responses to pre-pulse startle stimuli in young adults: Relationship to alcohol dependence. Psychiatry Res. 2011 188 2 237 244 10.1016/j.psychres.2011.04.010 21550123
    [Google Scholar]
  98. Smith J.L. De Blasio F.M. Iredale J.M. Matthews A.J. Bruno R. Dwyer M. Batt T. Fox A.M. Solowij N. Mattick R.P. Verbal learning and memory in cannabis and alcohol users: An event-related potential investigation. Front. Psychol. 2017 8 2129 10.3389/fpsyg.2017.02129 29276495
    [Google Scholar]
  99. Barrett P.R. Horne J.A. Reyner L.A. Sleepiness combined with low alcohol intake in women drivers: Greater impairment but better perception than men? Sleep 2004 27 6 1057 1062 10.1093/sleep/27.6.1057 15532198
    [Google Scholar]
  100. Ehlers C.L. Phillips E. Kim C. Wills D.N. Karriker-Jaffe K.J. Gilder D.A. CR-19-0950: Event-related responses to alcohol-related stimuli in Mexican-American young adults: Relation to age, gender, comorbidity and “dark side” symptoms. Drug Alcohol Depend. 2019 202 76 86 10.1016/j.drugalcdep.2019.06.001 31323376
    [Google Scholar]
  101. Harper J. Malone S.M. Iacono W.G. Impact of alcohol use on EEG dynamics of response inhibition: A cotwin control analysis. Addict. Biol. 2018 23 1 256 267 10.1111/adb.12481 27859998
    [Google Scholar]
  102. Huang S. Holcomb L.A. Cruz S.M. Marinkovic K. Altered oscillatory brain dynamics of emotional processing in young binge drink-ers. Cogn. Affect. Behav. Neurosci. 2018 18 1 43 57 10.3758/s13415‑017‑0551‑7 29127656
    [Google Scholar]
  103. Kamarajan C. Pandey A.K. Chorlian D.B. Manz N. Stimus A.T. Anokhin A.P. Bauer L.O. Kuperman S. Kramer J. Bucholz K.K. Schuckit M.A. Hesselbrock V.M. Porjesz B. Deficient event-related theta oscillations in individuals at risk for alcoholism: A study of reward processing and impulsivity features. PLoS One 2015 10 11 e0142659 b 10.1371/journal.pone.0142659 26580209
    [Google Scholar]
  104. Engel A.K. Fries P. Beta-band oscillations — signalling the status quo? Curr. Opin. Neurobiol. 2010 20 2 156 165 10.1016/j.conb.2010.02.015 20359884
    [Google Scholar]
  105. Edenberg H.J. Dick D.M. Xuei X. Tian H. Almasy L. Bauer L.O. Crowe R.R. Goate A. Hesselbrock V. Jones K. Kwon J. Li T.K. Nurnberger J.I. Jr O’Connor S.J. Reich T. Rice J. Schuckit M.A. Porjesz B. Foroud T. Begleiter H. Variations in GABRA2, encoding the alpha 2 subunit of the GABA(A) receptor, are associated with alcohol dependence and with brain oscillations. Am. J. Hum. Genet. 2004 74 4 705 714 10.1086/383283 15024690
    [Google Scholar]
  106. Porjesz B. Almasy L. Edenberg H.J. Wang K. Chorlian D.B. Foroud T. Goate A. Rice J.P. O’Connor S.J. Rohrbaugh J. Ku-perman S. Bauer L.O. Crowe R.R. Schuckit M.A. Hesselbrock V. Conneally P.M. Tischfield J.A. Li T.K. Reich T. Begleiter H. Linkage disequilibrium between the beta frequency of the human EEG and a GABA A receptor gene locus. Proc. Natl. Acad. Sci. USA 2002 99 6 3729 3733 10.1073/pnas.052716399 11891318
    [Google Scholar]
  107. Porjesz B. Rangaswamy M. Neurophysiological endophenotypes, CNS disinhibition, and risk for alcohol dependence and related disor-ders. ScientificWorldJournal 2007 7 131 141 10.1100/tsw.2007.203 17982586
    [Google Scholar]
  108. Coullaut-Valera R. Arbaiza I. Bajo R. Arrúe R. López M.E. Coullaut-Valera J. Correas A. López-Sanz D. Maestu F. Papo D. Drug polyconsumption is associated with increased synchronization of brain electrical-activity at rest and in a counting task. Int. J. Neural Syst. 2014 24 1 1450005 10.1142/S0129065714500051 24344693
    [Google Scholar]
  109. Rodríguez Holguín S. Porjesz B. Chorlian D.B. Polich J. Begleiter H. Visual P3a in male subjects at high risk for alcoholism. Biol. Psychiatry 1999 46 2 281 291 10.1016/S0006‑3223(98)00247‑9 10418704
    [Google Scholar]
  110. Kamarajan C. Rangaswamy M. Tang Y. Chorlian D.B. Pandey A.K. Roopesh B.N. Manz N. Saunders R. Stimus A.T. Porjesz B. Dysfunctional reward processing in male alcoholics: An ERP study during a gambling task. J. Psychiatr. Res. 2010 44 9 576 590 10.1016/j.jpsychires.2009.11.019 20035952
    [Google Scholar]
  111. Potts G.F. George M.R.M. Martin L.E. Barratt E.S. Reduced punishment sensitivity in neural systems of behavior monitoring in im-pulsive individuals. Neurosci. Lett. 2006 397 1-2 130 134 10.1016/j.neulet.2005.12.003 16378683
    [Google Scholar]
  112. Güntekin B. Başar E. Brain oscillations are highly influenced by gender differences. Int. J. Psychophysiol. 2007 65 3 294 299 10.1016/j.ijpsycho.2007.03.009 17459504
    [Google Scholar]
  113. Jaušovec N. Jaušovec K. Spatial rotation and recognizing emotions: Gender related differences in brain activity. Intelligence 2008 36 5 383 393 10.1016/j.intell.2007.09.002
    [Google Scholar]
  114. Jaušovec N. Jaušovec K. Do women see things differently than men do? Neuroimage 2009 45 1 198 207 10.1016/j.neuroimage.2008.11.013 19095068
    [Google Scholar]
  115. Knyazev G.G. Slobodskoj-Plusnin J.Y. Bocharov A.V. Gender differences in implicit and explicit processing of emotional facial ex-pressions as revealed by event-related theta synchronization. Emotion 2010 10 5 678 687 10.1037/a0019175 21038950
    [Google Scholar]
  116. Friedman D. Cycowicz Y.M. Gaeta H. The novelty P3: An event-related brain potential (ERP) sign of the brain’s evaluation of novelty. Neurosci. Biobehav. Rev. 2001 25 4 355 373 10.1016/S0149‑7634(01)00019‑7 11445140
    [Google Scholar]
  117. Patrick C.J. Bernat E.M. Malone S.M. Iacono W.G. Krueger R.F. McGue M. P300 amplitude as an indicator of externalizing in ado-lescent males. Psychophysiology 2006 43 1 84 92 10.1111/j.1469‑8986.2006.00376.x 16629688
    [Google Scholar]
  118. Fu S. Fedota J.R. Greenwood P.M. Parasuraman R. Dissociation of visual C1 and P1 components as a function of attentional load: An event-related potential study. Biol. Psychol. 2010 85 1 171 178 10.1016/j.biopsycho.2010.06.008 20599467
    [Google Scholar]
  119. Donkers F.C.L. van Boxtel G.J.M. The N2 in go/no-go tasks reflects conflict monitoring not response inhibition. Brain Cogn. 2004 56 2 165 176 10.1016/j.bandc.2004.04.005 15518933
    [Google Scholar]
  120. Folstein J.R. Van Petten C. Influence of cognitive control and mismatch on the N2 component of the ERP: A review. Psychophysiology 2008 45 1 152 170 10.1111/j.1469‑8986.2007.00602.x 17850238
    [Google Scholar]
  121. Fein G. Cardenas V.A. P3b amplitude is not reduced in abstinent alcoholics with a current MDD. Alcohol 2017 63 33 42 10.1016/j.alcohol.2017.03.004 28847380
    [Google Scholar]
  122. Jacobus J. Tapert S.F. Neurotoxic effects of alcohol in adolescence. Annu. Rev. Clin. Psychol. 2013 9 1 703 721 10.1146/annurev‑clinpsy‑050212‑185610 23245341
    [Google Scholar]
  123. Bel-Bahar T.S. Khan A.A. Shaik R.B. Parvaz M.A. A scoping review of electroencephalographic (EEG) markers for tracking neuro-physiological changes and predicting outcomes in substance use disorder treatment. Front. Hum. Neurosci. 2022 16 995534 10.3389/fnhum.2022.995534 36325430
    [Google Scholar]
  124. Dousset C. Kajosch H. Ingels A. Schröder E. Kornreich C. Campanella S. Preventing relapse in alcohol disorder with EEG-neurofeedback as a neuromodulation technique: A review and new insights regarding its application. Addict. Behav. 2020 106 106391 10.1016/j.addbeh.2020.106391 32197211
    [Google Scholar]
  125. Harper J. Malone S.M. Bachman M.D. Bernat E.M. Stimulus sequence context differentially modulates inhibition‐related theta and delta band activity in a go/no‐go task. Psychophysiology 2016 53 5 712 722 10.1111/psyp.12604 26751830
    [Google Scholar]
  126. Kamarajan C. Porjesz B. Jones K.A. Choi K. Chorlian D.B. Padmanabhapillai A. Rangaswamy M. Stimus A.T. Begleiter H. The role of brain oscillations as functional correlates of cognitive systems: A study of frontal inhibitory control in alcoholism. Int. J. Psychophysiol. 2004 51 2 155 180 10.1016/j.ijpsycho.2003.09.004 14693365
    [Google Scholar]
  127. Lima K.H.M. Gomes J.S. Tucci A.M. Electroencephalographic neurofeedback as a tool for reducing harm and risk associated with alcohol use disorder: A critical review. Drug Alcohol Rev. 2022 41 3 594 602 10.1111/dar.13387 34580941
    [Google Scholar]
  128. Miller P.M. Spies C. Neumann T. Javors M.A. Hoyumpa A.M. Roache J. Webb A. Kashi M. Sharkey F.E. Anton R.F. Egan B.M. Basile J. Nguyen S. Fleming M.F. Dillie K.S. Alcohol biomarker screening in medical and surgical settings. Alcohol. Clin. Exp. Res. 2006 30 2 185 193 10.1111/j.1530‑0277.2006.00029.x 16441267
    [Google Scholar]
  129. Kwako L.E. Momenan R. Litten R.Z. Koob G.F. Goldman D. Addictions neuroclinical assessment: A neuroscience-based frame-work for addictive disorders. Biol. Psychiatry 2016 80 3 179 189 10.1016/j.biopsych.2015.10.024 26772405
    [Google Scholar]
  130. Gorka S.M. Phan K.L. Impact of anxiety symptoms and problematic alcohol use on error-related brain activity. Int. J. Psychophysiol. 2017 118 32 39 10.1016/j.ijpsycho.2017.05.011 28606471
    [Google Scholar]
  131. Lee S.H. Han D.H. Oh S. Lyoo I.K. Lee Y.S. Renshaw P.F. Lukas S.E. Quantitative electroencephalographic (qEEG) correlates of craving during virtual reality therapy in alcohol-dependent patients. Pharmacol. Biochem. Behav. 2009 91 3 393 397 10.1016/j.pbb.2008.08.014 18771681
    [Google Scholar]
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  • Article Type:
    Review Article
Keywords: sex ; systematic review ; Alcohol ; youth ; ERPs ; EEG ; EROs
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