Brain reward function in people who use cannabis : A systematic review

Journal article


Beyer, E., Poudel, Govinda, Antonopoulos, Stephanie, Thomson, Hannah and Lorenzetti, Valentina. (2023). Brain reward function in people who use cannabis : A systematic review. Frontiers in Behavioral Neuroscience. 17, pp. 1-17. https://doi.org/10.3389/fnbeh.2023.1323609
AuthorsBeyer, E., Poudel, Govinda, Antonopoulos, Stephanie, Thomson, Hannah and Lorenzetti, Valentina
Abstract

Rationale: Cannabis is one of the most widely used psychoactive substances globally. Cannabis use can be associated with alterations of reward processing, including affective flattening, apathy, anhedonia, and lower sensitivity to natural rewards in conjunction with higher sensitivity to cannabis-related rewards. Such alterations have been posited to be driven by changes in underlying brain reward pathways, as per prominent neuroscientific theories of addiction. Functional neuroimaging (fMRI) studies have examined brain reward function in cannabis users via the monetary incentive delay (MID) fMRI task; however, this evidence is yet to be systematically synthesised.

Objectives: We aimed to systematically integrate the evidence on brain reward function in cannabis users examined by the MID fMRI task; and in relation to metrics of cannabis exposure (e.g., dosage, frequency) and other behavioural variables.

Method: We pre-registered the review in PROSPERO and reported it using PRISMA guidelines. Literature searches were conducted in PsycINFO, PubMed, Medline, CINAHL, and Scopus.

Results: Nine studies were included, comprising 534 people with mean ages 16-to-28 years, of which 255 were people who use cannabis daily or almost daily, and 279 were controls. The fMRI literature to date led to largely non-significant group differences. A few studies reported group differences in the ventral striatum while participants anticipated rewards and losses; and in the caudate while participants received neutral outcomes. A few studies examined correlations between brain function and withdrawal, dosage, and age of onset; and reported inconsistent findings.

Conclusions: There is emerging but inconsistent evidence of altered brain reward function in cannabis users examined with the MID fMRI task. Future fMRI studies are required to confirm if the brain reward system is altered in vulnerable cannabis users who experience a Cannabis Use Disorder, as postulated by prominent neuroscientific theories of addiction.

Keywordscannabis; monetary incentive delay task (MIDT); reward processing; fMRI; neuroimaging ; systematic review; functional neuroimaging
Year01 Jan 2023
JournalFrontiers in Behavioral Neuroscience
Journal citation17, pp. 1-17
PublisherFrontiers Research Foundation
ISSN1662-5153
Digital Object Identifier (DOI)https://doi.org/10.3389/fnbeh.2023.1323609
Web address (URL)https://www.frontiersin.org/articles/10.3389/fnbeh.2023.1323609/full#h7
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Research or scholarlyResearch
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Publication dates
Online06 Feb 2024
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Accepted18 Dec 2023
Deposited19 Jun 2024
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© 2024 Beyer, Poudel, Antonopoulos,
Thomson and Lorenzetti

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these
terms.

The author(s) declare financial support was received for the research, authorship, and/or publication of this article. EB was funded by Australian Government Research Training Program (RTP) Stipend scholarships. VL was supported by an Al and Val Rosenstrauss Research Fellowship (2022–2026), National Health and Medical Research Council (NHMRC) Investigator Grant (2023–2027, ID 2016833), and an Australian Catholic University competitive scheme. The work within the Neuroscience of Addiction and Mental Health Program, Healthy Brain and Mind Research Centre was supported via an Australian Catholic University Competitive Scheme.

This is part of the research topic: Cognitive Stimulants: from Caffeine to Cannabinoids - Current and Future Perspectives

Place of publicationSwitzerland
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Supporting future cannabis policy – developing a standard joint unit : A brief back-casting exercise
López-Pelayo, Hugo, Matrai, Silvia, Balcells-Olivero, Mercè, Campeny, Eugènia, Braddick, Fleur, Bossong, Matthijs G., Cruz, Olga S., Deluca, Paolo, Dom, Geert, Feingold, Daniel, Freeman, Tom P., Guzman, Pablo, Hindocha, Chandni, Kelly, Brian C., Liebregts, Nienke, Lorenzetti, Valentina, Manthey, Jakob, Matias, João, Oliveras, Clara, ... Gual, Antoni. (2021). Supporting future cannabis policy – developing a standard joint unit : A brief back-casting exercise. Frontiers in Psychiatry. 12, p. Article: 675033. https://doi.org/10.3389/fpsyt.2021.675033
Modelling the anatomic distribution of neurologic events in patients with COVID-19 : A systematic review of MRI findings 
Parsons, N., Outsikas, A., Parish, A., Clohesy, R., D’Aprano, F., Toomey, F., Advani, S. and Poudel, G. R.. (2021). Modelling the anatomic distribution of neurologic events in patients with COVID-19 : A systematic review of MRI findings . American Journal of Neuroradiology. 42(7), pp. 1190-1195. https://doi.org/10.3174/ajnr.A7113
Mapping cortical and subcortical asymmetries in substance dependence : Findings from the ENIGMA Addiction Working Group
Cao, Zhipeng, Ottino-Gonzalez, Jonatan, Cupertino, Renata B., Schwab, Nathan, Hoke, Colin, Catherine, Orr, Cousijn, Janna, Dagher, Alain, Foxe, John J., Goudriaan, Anna E., Hester, Robert, Hutchison, Kent, Li, Chiang-Shan R., London, Edythe D., Lorenzetti, Valentina, Luijten, Maartje, Martin-Santos, Rocio, Momenan, Reza, Paulus, Martin P., ... Garavan, Hugh. (2021). Mapping cortical and subcortical asymmetries in substance dependence : Findings from the ENIGMA Addiction Working Group. Addiction Biology. 26, p. Article e13010. https://doi.org/10.1111/adb.13010
Individual differences in attentional lapses are associated with fiber-specific white matter microstructure in healthy adults
Clemente, Adam, Dominguez D, Juan F., Imms, Phoebe, Burmester, Alex, Dhollander, Thijs, Wilson, Peter., Poudel, Govinda and Caeyenberghs, Karen. (2021). Individual differences in attentional lapses are associated with fiber-specific white matter microstructure in healthy adults. Psychophysiology. 58(9), p. e13871. https://doi.org/10.1111/psyp.13871
ENIGMA-Sleep : Challenges, opportunities, and the road map
Tahmasian, Masoud, Aleman, André, Andreassen, Ole A., Arab, Zahra, Baillet, Marion, Benedetti, Francesco, Bresser, Tom, Bright, Joanna, Chee, Michael W. L., Chylinski, Daphne, Cheng, Wei, Deantoni, Michele, Dresler, Martin, Eickhoff, Simon B., Eickhoff, Claudia R., Elvsåshagen, Torbjørn, Feng, Jianfeng, Foster-Dingley, Jessica C., Ganjgahi, Habib, ... Zarei, Mojtaba. (2021). ENIGMA-Sleep : Challenges, opportunities, and the road map. Journal of Sleep Research. 30(6), p. Article e13347. https://doi.org/10.1111/jsr.13347
Tracking Huntingtonʼs disease progression using motor, functional, cognitive, and imaging markers
Abeyasinghe, Pubu M., Long, Jeffrey D., Razi, Adeel, Pustina, Dorian, Paulsen, Jane S., Tabrizi, Sarah J., Poudel, Govinda R. and Georgiou-Karistianis, Nellie. (2021). Tracking Huntingtonʼs disease progression using motor, functional, cognitive, and imaging markers. Movement Disorders. 36(10), pp. 2282-2292. https://doi.org/10.1002/mds.28650
Afraid of the dark : Light acutely suppresses activity in the human amygdala
McGlashan, Elise M., Poudel, Govinda R., Jamadar, Sharna D., Phillips, Andrew J. K. and Cain, Sean W.. (2021). Afraid of the dark : Light acutely suppresses activity in the human amygdala. PLoS ONE. 16(6), p. Article e0252350. https://doi.org/10.1371/journal.pone.0252350
Patterns of brain function associated with cannabis cue-reactivity in regular cannabis users : A systematic review of fMRI studies
Sehl, Hannah, Terrett, Gill, Greenwood, Lisa-Marie, Kowalczyk, Magdalena, Thomson, Hannah, Poudel, Govinda, Manning, Victoria and Lorenzetti, Valentina. (2021). Patterns of brain function associated with cannabis cue-reactivity in regular cannabis users : A systematic review of fMRI studies. Psychopharmacology. 238(10), pp. 2709-2728. https://doi.org/10.1007/s00213-021-05973-x
OA Dhollander 2021 Fixel based Analysis of Diffusion MRI
Dhollander, Thijs, Clemente, Adam, Singh, Mervyn, Boonstra, Frederique, Civier, Oren, Duque, Juan Dominguez, Egorova, Natalia, Enticott, Peter, Fuelscher, Ian, Gajamange, Sanuji, Genc, Sila, Gottlieb, Elie, Hyde, Christian, Imms, Phoebe, Kelly, Claire, Kirkovski, Melissa, Kolbe, Scott, Liang, Xiaoyun, Malhotra, Atul, ... Caeyenberghs, Karen. (2021). OA Dhollander 2021 Fixel based Analysis of Diffusion MRI. NeuroImage. 241, p. Article: 118417. https://doi.org/10.1016/j.neuroimage.2021.118417
Sex differences in the neuroanatomy of alcohol dependence : Hippocampus and amygdala subregions in a sample of 966 people from the ENIGMA Addiction Working Group
Grace, Sally, Rossetti, Maria Gloria, Allen, Nicholas, Batalla, Albert, Bellani, Marcella, Brambilla, Paolo, Chye, Yann, Cousijn, Janna, Goudriaan, Anna E., Hester, Robert, Hutchison, Kent, Labuschagne, Izelle, Momenan, Reza, Martin-Santos, Rocio, Rendell, Peter, Solowij, Nadia, Sinha, Rajita, Li, Chiang-shan Ray, Schmaal, Lianne, ... Lorenzetti, Valentina. (2021). Sex differences in the neuroanatomy of alcohol dependence : Hippocampus and amygdala subregions in a sample of 966 people from the ENIGMA Addiction Working Group. Translational Psychiatry. 11(1), p. Article 156. https://doi.org/10.1038/s41398-021-01204-1
Sex and dependence related neuroanatomical differences in regular cannabis users : Findings from the ENIGMA Addiction Working Group
Rossetti, Maria Gloria, Mackey, Scott, Patalay, Praveetha, Allen, Nicholas B., Batalla, Albert, Bellani, Marcella, Chye, Yann, Conrod, Patricia, Cousijn, Janna, Garavan, Hugh, Goudriaan, Anna E., Hester, Robert, Martin-Santos, Rocio, Solowij, Nadia, Suo, Chao, Thompson, Paul M., Yücel, Murat, Brambilla, Paolo and Lorenzetti, Valentina. (2021). Sex and dependence related neuroanatomical differences in regular cannabis users : Findings from the ENIGMA Addiction Working Group. Translational Psychiatry. 11(1), p. Article 272. https://doi.org/10.1038/s41398-021-01382-y
Navigating the link between processing speed and network communication in the human brain
Imms, Phoebe, Domínguez D, Juan F., Burmester, Alex, Seguin, Caio, Clemente, Adam, Dhollander, Thijs, Wilson, Peter H., Poudel, Govinda and Caeyenberghs, Karen. (2021). Navigating the link between processing speed and network communication in the human brain. Brain Structure and Function. 226, pp. 1281-1302. https://doi.org/10.1007/s00429-021-02241-8
Investigating the residual effects of chronic cannabis use and abstinence on verbal and visuospatial learning
Lorenzetti, Valentina, Takagi, Michael, van Dalen, Yvonne, Yücel, Murat and Solowij, Nadia. (2021). Investigating the residual effects of chronic cannabis use and abstinence on verbal and visuospatial learning. Frontiers in Psychiatry. 12, p. Article 663701. https://doi.org/10.3389/fpsyt.2021.663701
Gender-related neuroanatomical differences in alcohol dependence : Findings from the ENIGMA Addiction Working Group
Rossetti, Maria Gloria, Patalay, Praveetha, Mackey, Scott, Allen, Nicholas B., Batalla, Albert, Bellani, Marcella, Chye, Yann, Cousijn, Janna, Goudriaan, Anna E., Hester, Robert, Hutchison, Kent, Li, Chiang-Shan R., Martin-Santos, Rocio, Momenan, Reza, Sinha, Rajita, Schmaal, Lianne, Sjoerds, Zsuzsika, Solowij, Nadia, Suo, Chao, ... Lorenzetti, Valentina. (2021). Gender-related neuroanatomical differences in alcohol dependence : Findings from the ENIGMA Addiction Working Group. NeuroImage: Clinical. 30, p. Article 102636. https://doi.org/10.1016/j.nicl.2021.102636
Neural responses to food cues in middle to older aged adults : A scoping review of fMRI studies
Bennett, Christie, Burrows, Tracy, Pursey, Kirrilly, Poudel, Govinda, Ng, Ker Wei, Nguo, Kay, Walker, Karen and Porter, Judi. (2021). Neural responses to food cues in middle to older aged adults : A scoping review of fMRI studies. Nutrition and Dietetics. 78(3), pp. 343-364. https://doi.org/10.1111/1747-0080.12644
Cortical thickness and resting-state cardiac function across the lifespan : A cross-sectional pooled mega-analysis
Koenig, Julian, Abler, Birgit, Agartz, Ingrid, Åkerstedt, Torbjörn, Andreassen, Ole A., Anthony, Mia, Bär, Karl-Jürgen, Bertsch, Katja, Brown, Rebecca C., Brunner, Romuald, Carnevali, Luca, Critchley, Hugo D., Cullen, Kathryn R., de Geus, Eco J. C., de la Cruz, Feliberto, Dziobek, Isabel, Ferger, Marc D., Fischer, Håkan, Flor, Herta, ... Quintana, Daniel S.. (2021). Cortical thickness and resting-state cardiac function across the lifespan : A cross-sectional pooled mega-analysis. Psychophysiology. 58(7), p. e13688. https://doi.org/10.1111/psyp.13688
Longtidunial fixed-based analysis reveals rstoration of white matter-alterations following balance training in young brain injured patients
Liang, Xiaoyun, Yeh, Chun-Hung, Domínguez D., Juan F., Poudel, Govinda, Swinnen, Stephan P. and Caeyenberghs, Karen. (2021). Longtidunial fixed-based analysis reveals rstoration of white matter-alterations following balance training in young brain injured patients. NeuroImage: Clinical. 30, p. 102621. https://doi.org/10.1016/j.nicl.2021.102621
Cortical morphometry and neural dysfunction in Huntington’s disease : A review
Tan, Brendan, Shishegar, Rosita, Poudel, Govinda R., Fornito, Alex and Georgiou-Karistianis, Nellie. (2021). Cortical morphometry and neural dysfunction in Huntington’s disease : A review. European Journal of Neurology. 28(4), pp. 1406-1419. https://doi.org/10.1111/ene.14648
Do comorbid personality disorders in cocaine dependence exacerbate neuroanatomical alterations? A structural neuroimaging study
Roberts, Carl A., Lorenzetti, Valentina, Albein-Urios, Natalia, Kowalczyk, Magdalena A., Martinez-Gonzalez, Jose M. and Verdejo-Garcia, Antonio. (2021). Do comorbid personality disorders in cocaine dependence exacerbate neuroanatomical alterations? A structural neuroimaging study. Progress in Neuropsychopharmacology and Biological Psychiatry. 110, p. 110298. https://doi.org/10.1016/j.pnpbp.2021.110298
Moving forwards with the standard THC unit [Commentary]
Freeman, Tom and Lorenzetti, Valentina. (2020). Moving forwards with the standard THC unit [Commentary] John Wiley & Sons Ltd. https://doi.org/10.1111/add.15107
Mapping and mitigating the health risks of legalizing recreational cannabis use : A call for synergy between research and policy
Hoch, Eva and Lorenzetti, Valentina. (2020). Mapping and mitigating the health risks of legalizing recreational cannabis use : A call for synergy between research and policy. World Psychiatry. 19(2), pp. 189-191. https://doi.org/10.1002/wps.20738
‘Standard THC units’ : A proposal to standardize dose across all cannabis products and methods of administration
Freeman, Tom P. and Lorenzetti, Valentina. (2020). ‘Standard THC units’ : A proposal to standardize dose across all cannabis products and methods of administration. Addiction. 115(7), pp. 1207-1216. https://doi.org/10.1111/add.14842
Neuroanatomical alterations in people with high and low cannabis dependence
Lorenzetti, Valentina, Chye, Yann, Suo, Chao, Walterfang, Mark, Lubman, Dan I., Takagi, Michael, Whittle, Sarah, Verdejo-Garcia, Antonio, Cousijn, Janna, Pantelis, Christos, Seal, Marc, Fornito, Alex, Yücel, Murat and Solowij, Nadia. (2020). Neuroanatomical alterations in people with high and low cannabis dependence. Australian and New Zealand Journal of Psychiatry. 54(1), pp. 68-75. https://doi.org/10.1177/0004867419859077
Young adults with higher motives and expectancies of regular cannabis use show poorer psychosocial functioning
Amiet, Danielle, Youssef, George J., Hagg, Lauryn J., Lorenzetti, Valentina, Parkes, Linden, Solowij, Nadia and Yücel, Murat. (2020). Young adults with higher motives and expectancies of regular cannabis use show poorer psychosocial functioning. Frontiers in Psychiatry. 11, p. 599365. https://doi.org/10.3389/fpsyt.2020.599365
Unpacking common and distinct neuroanatomical alterations in cocaine dependent versus pathological gambling
Irizar, Patricia, Albein-Urios, Natalia, Martínez-González, José Miguel, Verdejo-Garcia, Antonio and Lorenzetti, Valentina. (2020). Unpacking common and distinct neuroanatomical alterations in cocaine dependent versus pathological gambling. European Neuropsychopharmacology. 33, pp. 81-88. https://doi.org/10.1016/j.euroneuro.2020.01.019
Predicting alcohol dependence from multi-site brain structural measures
Hahn, Sage, Mackey, Scott, Cousijn, Janna, Foxe, John J., Heinz, Andreas, Hester, Robert, Hutchinson, Kent, Kiefer, Falk, Korucuoglu, Ozlem, Lett, Tristram, Li, Chiang-Shan R., London, Edythe, Lorenzetti, Valentina, Maartje, Luijten, Momenan, Reza, Orr, Catherine, Paulus, Martin, Schmaal, Lianne, Sinha, Rajita, ... Garavan, Hugh. (2020). Predicting alcohol dependence from multi-site brain structural measures. Human Brain Mapping. pp. 1-11. https://doi.org/10.1002/hbm.25248
Pineal gland volume in major depressive and bipolar disorders
Takahashi, Tsutomu, Sasabayashi, Daiki, Yücel, Murat, Whittle, Sarah, Lorenzetti, Valentina, Walterfang, Mark, Suzuki, Michio, Pantelis, Christos, Malhi, Gin S. and Allen, Nicholas B.. (2020). Pineal gland volume in major depressive and bipolar disorders. Frontiers in Psychiatry. 11, p. 450. https://doi.org/10.3389/fpsyt.2020.00450
Neural correlates of symptom severity in obsessive-compulsive disorder using magnetization transfer and diffusion tensor imaging
Maleki, Suzan, Chye, Yann, Zhang, Xiaoliu, Parkes, Linden, Chamberlain, Samuel R., Fontenelle, Leonardo F., Braganza, Leah, Youssef, George, Lorenzetti, Valentina, Harrison, Ben J., Yücel, Murat and Suo, Chao. (2020). Neural correlates of symptom severity in obsessive-compulsive disorder using magnetization transfer and diffusion tensor imaging. Psychiatry Research: Neuroimaging. 298, p. Article 111046. https://doi.org/10.1016/j.pscychresns.2020.111046
Brain-derived neurotrophic factor association with amygdala response in major depressive disorder
Lorenzetti, Valentina, Costafreda, Sergi G., Rimmer, Rachael M., Rasenick, Mark M., Marangell, Lauren B. and Fu, Cynthia H. Y.. (2020). Brain-derived neurotrophic factor association with amygdala response in major depressive disorder. Journal of Affective Disorders. 267, pp. 103-106. https://doi.org/10.1016/j.jad.2020.01.159
Adolescent cannabis use, cognition, brain health and educational outcomes : A review of the evidence
Lorenzetti, Valentina, Hoch, Eva and Hall, Wayne. (2020). Adolescent cannabis use, cognition, brain health and educational outcomes : A review of the evidence. European Neuropsychopharmacology. 36, pp. 169-180. https://doi.org/10.1016/j.euroneuro.2020.03.012
Accuracy of automated amygdala MRI segmentation approaches in Huntington's disease in the IMAGE-HD cohort
Alexander, Bonnie, Georgiou-Karistianis, Nellie, Beare, Richard, Ahveninen, Lotta M., Lorenzetti, Valentina, Stout, Julie C. and Glikmann-Johnston, Yifat. (2020). Accuracy of automated amygdala MRI segmentation approaches in Huntington's disease in the IMAGE-HD cohort. Human Brain Mapping. 41(7), pp. 1875-1888. https://doi.org/10.1002/hbm.24918
Subcortical surface morphometry in substance dependence : An ENIGMA addiction working group study
Chye, Yann, Mackey, Scott, Gutman, Boris A., Ching, Christopher R. K., Batalla, Albert, Blaine, Sara, Brooks, Samantha, Caparelli, Elisabeth C., Cousijn, Janna, Dagher, Alain, Foxe, John J., Goudriaan, Anna E., Hester, Robert, Hutchison, Kent, Jahanshad, Neda, Kaag, Anne M., Korucuoglu, Ozlem, Li, Chiang-Shan R., London, Edythe D., ... Garavan, Hugh. (2020). Subcortical surface morphometry in substance dependence : An ENIGMA addiction working group study. Addiction Biology. 25(6), p. e12830. https://doi.org/10.1111/adb.12830
Robust markers and sample sizes for multicenter trials of Huntington disease
Wijeratne, Peter A., Johnson, Eileanoir B., Eshaghi, Arman, Aksman, Leon, Gregory, Sarah, Johnson, Hans J., Poudel, Govinda R., Mohan, Amrita, Sampaio, Cristina, Georgiou-Karistianis, Nellie, Paulsen, Jane S., Tabrizi, Sarah J., Scahill, Rachael I., the Image-Hd, Predict-Hd Track-Hd investigators and Alexander, Daniel C.. (2020). Robust markers and sample sizes for multicenter trials of Huntington disease. Annals of Neurology. 87(5), pp. 751-762. https://doi.org/10.1002/ana.25709
Network diffusion modeling predicts neurodegeneration in traumatic brain injury
Poudel, Govinda R., Dominguez D, Juan F., Verhelst, Helena, Vander Linden, Catharine, Deblaere, Karel, Jones, Derek K., Cerin, Ester, Vingerhoets, Guy and Caeyenberghs, Karen. (2020). Network diffusion modeling predicts neurodegeneration in traumatic brain injury. Annals of Clinical and Translational Neurology. 7(3), pp. 270-279. https://doi.org/10.1002/acn3.50984
International Mind, Activities and Urban Places (iMAP) study: methods of a cohort study on environmental and lifestyle influences on brain and cognitive health
Ester Cerin, Anthony Barnett, Basile Chaix, Mark Nieuwenhuijsen, Karen Caeyenberghs, Bin Jalaludin, Takemi Sugiyama, James Sallis, Nicola T. Lautenschlager, Michael Y Ni, Govinda Poudel, David Donaire Gonzalez, Rachel Tham, Amanda Wheeler, Luke Knibbs, Linwei Tian, Kai Chan, David Dunstan, Alison Carver and Kaarin Anstey. (2020). International Mind, Activities and Urban Places (iMAP) study: methods of a cohort study on environmental and lifestyle influences on brain and cognitive health. BMJ Open. 10(3), pp. 1-15. https://doi.org/10.1136/bmjopen-2019-036607
Rate of torque development and striatal shape in individuals with prodromal Huntington's disease
Travis M. Cruickshank, Alvaro P. Reyes, Timothy S. Pulverenti, Tim J. Rankin, Danielle M. Bartlett, Anthony Blazevich, Govinda Poudel, Mel R. Ziman and Gabriel S Trajano. (2020). Rate of torque development and striatal shape in individuals with prodromal Huntington's disease. Scientific Reports. 10(1), pp. 1-8. https://doi.org/10.1038/s41598-020-72042-2
The effects of multidisciplinary rehabilitation on neuroimaging, biological, cognitive and motor outcomes in individuals with premanifest Huntington's disease
Danielle M. Bartlett, Andrew D. Govus, Tim J. Rankin, A. Lampit, Kirk W. Feindel, Govinda Poudel, Wei Peng Teo, Johnny Lo, Nellie Georgiou-Karistianis, Mel R. Ziman and Travis M. Cruickshank. (2020). The effects of multidisciplinary rehabilitation on neuroimaging, biological, cognitive and motor outcomes in individuals with premanifest Huntington's disease. Journal of the Neurological Sciences. 416, pp. 1-9. https://doi.org/10.1016/j.jns.2020.117022
Exploring the brain-body composition relationship in Huntington's disease
Mitchell Turner, Alvaro Reyes, Danielle M. Bartlett, Scott Culpin, Nicolas H. Hart, Luca Hardt, Kirk Feindel, Govinda R. Poudel, Mel Ziman and Travis M. Cruickshank. (2020). Exploring the brain-body composition relationship in Huntington's disease. The Journal of Musculoskeletal and Neuronal Interactions. 20(3), pp. 332-338.
Dual tasking impairments are associated with striatal pathology in Huntington’s disease
Johnny Lo, Alvaro Reyes, Timothy S. Pulverenti, Timothy J. Rankin, Danielle M. Bartlett, Pauline Zaenker, Grant Rowe, Kirk Feindel, Govinda Poudel, Nellie Georgiou-Karistianis, Mel R. Ziman and Travis M. Cruickshank. (2020). Dual tasking impairments are associated with striatal pathology in Huntington’s disease. Annals of Clinical and Translational Neurology. 7(9), pp. 1608-1619. https://doi.org/10.1002/acn3.51142
Cannabis use and mental health : Risks and benefits [Editorial]
Hall, Wayne, Hoch, Eva and Lorenzetti, Valentina. (2019). Cannabis use and mental health : Risks and benefits [Editorial]. European Archives of Psychiatry and Clinical Neuroscience. 269, pp. 1-3. https://doi.org/10.1007/s00406-019-00986-2
Neuroanatomical alterations in people with high and low cannabis dependence
Lorenzetti, Valentina, Chye, Yann, Suo, Chao, Walterfang, Mark, Lubman, Dan I., Takagi, Michael, Whittle, Sarah, Verdejo-Garcia, Antonio, Cousijn, Janna, Pantelis, Christos, Seal, Marc, Fornito, Alex, Yücel, Murat and Solowij, Nadia. (2019). Neuroanatomical alterations in people with high and low cannabis dependence. Australian and New Zealand Journal of Psychiatry. 54(1), pp. 68-75. https://doi.org/10.1177/0004867419859077
A roadmap for integrating neuroscience into addiction treatment : A consensus of the neuroscience interest group of the international society of addiction medicine
Verdejo-Garcia, Antonio, Lorenzetti, Valentina, Manning, Victoria, Piercy, Hugh, Bruno, Raimondo, Hester, Rob, Pennington, David, Tolomeo, Serenella, Arunogiri, Shalini, Bates, Marsha E., Bowden-Jones, Henrietta, Campanella, Salvatore, Daughters, Stacey B., Kouimtsidis, Christos, Lubman, Dan I., Meyerhoff, Dieter J., Ralph, Annaketurah, Rezapour, Tara, Tavakoli, Hosna, ... Ekhtiari, Hamed. (2019). A roadmap for integrating neuroscience into addiction treatment : A consensus of the neuroscience interest group of the international society of addiction medicine. Frontiers in Psychiatry. 10, p. Article 877. https://doi.org/10.3389/fpsyt.2019.00877
Defining compulsive behavior
Luigjes, Judy, Lorenzetti, Valentina, de Haan, Sanneke, Youssef, George J., Murawski, Carsten, Sjoerds, Zsuzsika, van den Brink, Wim, Denys, Damiaan, Fontenelle, Leonardo F. and Yücel, Murat. (2019). Defining compulsive behavior. Neuropsychology Review. 29(1), pp. 4-13. https://doi.org/10.1007/s11065-019-09404-9
Transdiagnostic variations in impulsivity and compulsivity in obsessive-compulsive disorder and gambling disorder correlate with effective connectivity in cortical-striatal-thalamic-cortical circuits
Parkes, Linden, Tiego, Jeggan, Aquino, Kevin, Braganza, Leah, Chamberlain, Samuel R., Fontenelle, Leonardo F., Harrison, Ben J., Lorenzetti, Valentina, Paton, Bryan, Razi, Adeel, Fornito, Alex and Yücel, Murat. (2019). Transdiagnostic variations in impulsivity and compulsivity in obsessive-compulsive disorder and gambling disorder correlate with effective connectivity in cortical-striatal-thalamic-cortical circuits. NeuroImage. 202, p. 116070. https://doi.org/10.1016/j.neuroimage.2019.116070
Does regular cannabis use affect neuroanatomy? An updated systematic review and meta-analysis of structural neuroimaging studies
Lorenzetti, Valentina, Chye, Yann, Silva, Pedro, Solowij, Nadia and Roberts, Carl A.. (2019). Does regular cannabis use affect neuroanatomy? An updated systematic review and meta-analysis of structural neuroimaging studies. European Archives of Psychiatry and Clinical Neuroscience. 269(1), pp. 59 - 71. https://doi.org/10.1007/s00406-019-00979-1
Mega-analysis of gray matter volume in substance dependence: General and substance-specific regional effects
Mackey, Scott, Allgaier, Nicholas, Chaarani, Bader, Spechler, Philip, Orr, Catherine, Bunn, Janice, Allen, Nicholas B., Alia-Klein, Nelly, Batalla, Albert, Blaine, Sara K., Brooks, Samantha, Caparelli, Elisabeth C., Chye, Yann Ying, Cousijn, Janna, Dagher, Alain, Desrivieres, Sylvane, Feldstein-Ewing, Sarah W., Foxe, John J., Goldstein, Rita Z., ... Garavan, Hugh. (2019). Mega-analysis of gray matter volume in substance dependence: General and substance-specific regional effects. American Journal of Psychiatry. 176(2), pp. 119 - 128. https://doi.org/10.1176/appi.ajp.2018.17040415
From socioeconomic disadvantage to obesity: The mediating role of psychological distress and emotional eating
Spinosa, Jade, Christiansen, Paul, Dickson, Joanne M., Lorenzetti, Valentina and Hardman, Charlotte A.. (2019). From socioeconomic disadvantage to obesity: The mediating role of psychological distress and emotional eating. Obesity. 27(4), pp. 559 - 564. https://doi.org/10.1002/oby.22402
Impulsivity and body fat accumulation are linked to cortical and subcortical brain volumes among adolescents and adults
Kakoschke, Naomi, Lorenzetti, Valentina, Caeyenberghs, Karen and Verdejo-García, Antonio. (2019). Impulsivity and body fat accumulation are linked to cortical and subcortical brain volumes among adolescents and adults. Scientific Reports. 9(1), pp. 1 - 11. https://doi.org/10.1038/s41598-019-38846-7
Alteration to hippocampal volume and shape confined to cannabis dependence: A multi-site study
Chye, Yann, Lorenzetti, Valentina, Suo, Chao, Batalla, Albert, Cousijn, Janna, Goudriaan, Anna E., Jenkinson, Mark, Martin-Santos, Rocio, Whittle, Sarah, Yücel, Murat and Solowij, Nadia. (2019). Alteration to hippocampal volume and shape confined to cannabis dependence: A multi-site study. Addiction Biology. 24(4), pp. 822 - 834. https://doi.org/10.1111/adb.12652
Cortical surface morphology in long-term cannabis users: A multi-site MRI study
Chye, Yann, Suo, Chao, Lorenzetti, Valentina, Batalla, Albert, Cousijn, Janna, Goudriaan, Anna E., Martin-Santos, Rocio, Whittle, Sarah, Solowij, Nadia and Yücel, Murat. (2019). Cortical surface morphology in long-term cannabis users: A multi-site MRI study. European Neuropsychopharmacology. 29(2), pp. 257 - 265. https://doi.org/10.1016/j.euroneuro.2018.11.1110
Oxytocin selectively modulates brain processing of disgust in Huntington's disease gene carriers
Izelle Labuschagne, Govinda Poudel, Catarina C. Kordsachia, Qizhu Wu, Hannah Thomson, Nellie Georgiou-Karistianis and Julie C Stout. (2018). Oxytocin selectively modulates brain processing of disgust in Huntington's disease gene carriers. Progress in Neuropsychopharmacology and Biological Psychiatry. 81, pp. 11-16. https://doi.org/10.1016/j.pnpbp.2017.09.023
Reduced amygdala volumes are related to motor and cognitive signs in Huntington's disease: The IMAGE-HD study
Ahveninen, Lotta M., Stout, Julie C., Georgiou-Karistianis, Nellie, Lorenzetti, Valentina and Glikmann-Johnston, Yifat. (2018). Reduced amygdala volumes are related to motor and cognitive signs in Huntington's disease: The IMAGE-HD study. NeuroImage: Clinical. 18, pp. 881 - 887. https://doi.org/10.1016/j.nicl.2018.03.027
The anticipation and outcome phases of reward and loss processing: A neuroimaging meta-analysis of the monetary incentive delay task
Oldham, Stuart, Murawski, Carsten, Fornito, Alex, Youssef, George J., Yücel, Murat and Lorenzetti, Valentina. (2018). The anticipation and outcome phases of reward and loss processing: A neuroimaging meta-analysis of the monetary incentive delay task. Human Brain Mapping. 39(8), pp. 3398 - 3418. https://doi.org/10.1002/hbm.24184
Exploring the association of legalisation status of cannabis with problematic cannabis use and impulsivity in the USA
Destrée, Louise, Amiet, Danielle, Carter, Adrian, Lee, Rico, Lorenzetti, Valentina, Segrave, Rebecca, Youssef, George, Solowij, Nadia and Yücel, Murat. (2018). Exploring the association of legalisation status of cannabis with problematic cannabis use and impulsivity in the USA. Drugs in Context. 7, pp. 1 - 5. https://doi.org/10.7573/dic.212541
Emotion regulation using virtual environments and real-time fMRI neurofeedback
Lorenzetti, Valentina, Melo, Bruno, Basílio, Rodrigo, Suo, Chao, Yücel, Murat, Tierra-Criollo, Carlos J. and Moll, Jorge. (2018). Emotion regulation using virtual environments and real-time fMRI neurofeedback. Frontiers in Neurology. 9, pp. 1 - 15. https://doi.org/10.3389/fneur.2018.00390
A critical review of brain and cognitive reserve in Huntington's disease
Soloveva, Maria V., Jamadar, Sharna D., Poudel, Govinda and Georgiou-Karistianis, Nellie. (2018). A critical review of brain and cognitive reserve in Huntington's disease. Neuroscience and Biobehavioral Reviews. 88, pp. 155 - 169. https://doi.org/10.1016/j.neubiorev.2018.03.003
Temporal evolution of neutral activity and connectivity during microsleeps when rested and following sleep restriction
Poudel, Govinda, Innes, Carrie R. H. and Jones, Richard. (2018). Temporal evolution of neutral activity and connectivity during microsleeps when rested and following sleep restriction. NeuroImage. 174, pp. 263 - 273. https://doi.org/10.1016/j.neuroimage.2018.03.031
Mapping cortical brain asymmetry in 17,141 healthy individuals worldwide via the ENIGMA consortium
Kong, Xiang-Zhen, Mathias, Samuel R., Guadalupe, Tulio, ENIGMA Laterality Working Group,, Glahn, David C., Franke, Barbara, Crivello, Fabrice, Tzourio-Mazoyer, Nathalie, Fisher, Simon E., Thompson, Paul M., Francks, Clyde, Lorenzetti, Valentina and ENIGMA Laterality Working Group. (2018). Mapping cortical brain asymmetry in 17,141 healthy individuals worldwide via the ENIGMA consortium. Proceedings of the National Academy of Sciences of USA. 115(22), pp. E5154 - E5163. https://doi.org/10.1073/pnas.1718418115
A systematic review and meta-analysis of the neural correlates of psychological therapies in major depression
Sankar, Anjali, Melin, Alice, Lorenzetti, Valentina, Horton, Paul, Costafreda, Sergi G. and Fu, Cynthia H. Y.. (2018). A systematic review and meta-analysis of the neural correlates of psychological therapies in major depression. Psychiatry Research: Neuroimaging. 279, pp. 31 - 39. https://doi.org/10.1016/j.pscychresns.2018.07.002
A transdiagnostic dimensional approach towards a neuropsychological assessment for addiction: an international Delphi consensus study
Yucel, Murat, Oldenhof, Erin, Ahmed, Serge H., Belin, David, Billieux, Joel, Bowden-Jones, Henrietta, Carter, Adrian, Chamberlain, Samuel R., Clark, Luke, Connor, Jason P., Daglish, Mark, Dom, Geert, Dannon, Pinhas, Duka, Theodora, Fernandez-Serrano, Maria Jose, Field, Matt, Franken, Ingmar, Goldstein, Rita Z., Gonzalez, Raul, ... Verdejo-Garcia, Antonio. (2018). A transdiagnostic dimensional approach towards a neuropsychological assessment for addiction: an international Delphi consensus study. Addiction. 114(6), pp. 1095 - 1109. https://doi.org/10.1111/add.14424
Unpacking the role of self-reported compulsivity and impulsivity in obsessive-compulsive disorder
Prochazkova, Luisa, Parkes, Linden, Dawson, Andrew, Youssef, George J., Ferreira, Gabriela M., Lorenzetti, Valentina, Segrave, Rebecca A., Fontenelle, Leonardo F. and Yücel, Murat. (2018). Unpacking the role of self-reported compulsivity and impulsivity in obsessive-compulsive disorder. CNS Spectrums. 23(1), pp. 51 - 58. https://doi.org/10.1017/S1092852917000244
Neuroscience in gambling policy and treatment: an interdisciplinary perspective
Murat Yucel, Adrian Carter, Amy R Allen, Bernard Balleine, Luke Clark, Nicki A Dowling, Sally M Gainsbury, Anna E Goudriaan, Jon Grant, Alan Hayes, David Hodgins, Ruth van Holst, Ralph Lattimore, Charles Livingstone, Valentina Lorenzetti, Dan Lubman, Carsten Murawski, Linden Parkes, Nancy Petry, ... Wayne Hall. (2017). Neuroscience in gambling policy and treatment: an interdisciplinary perspective. The Lancet Psychiatry. 4(6), pp. 501-506. https://doi.org/10.1016/S2215-0366(16)30369-8
Orbitofrontal and caudate volumes in cannabis users: A multi-site mega-analysis comparing dependent versus non-dependent users
Chye, Yann, Solowij, Nadia, Suo, Chao, Batalla, Albert, Cousijn, Janna, Goudriaan, Anna E., Martin-Santos, Rocio, Whittle, Sarah, Lorenzetti, Valentina and Yücel, Murat. (2017). Orbitofrontal and caudate volumes in cannabis users: A multi-site mega-analysis comparing dependent versus non-dependent users. Psychopharmacology. 234(13), pp. 1985 - 1995. https://doi.org/10.1007/s00213-017-4606-9
Cannabis-related hippocampal volumetric abnormalities specific to subregions in dependent users
Chye, Yann, Suo, Chao, Yücel, Murat, den Ouden, Lauren, Solowij, Nadia and Lorenzetti, Valentina. (2017). Cannabis-related hippocampal volumetric abnormalities specific to subregions in dependent users. Psychopharmacology. 234(14), pp. 2149 - 2157. https://doi.org/10.1007/s00213-017-4620-y
A psychometric validation study of the Impulsive-Compulsive Behaviours Checklist: A transdiagnostic tool for addictive and compulsive behaviours
Guo, Karen, Youssef, George J., Dawson, Andrew, Parkes, Linden, Oostermeijer, Sanne, López-Solà, Clara, Lorenzetti, Valentina, Greenwood, Christopher, Fontenelle, Leonardo F. and Yücel, Murat. (2017). A psychometric validation study of the Impulsive-Compulsive Behaviours Checklist: A transdiagnostic tool for addictive and compulsive behaviours. Addictive Behaviors. 67, pp. 26 - 33. https://doi.org/10.1016/j.addbeh.2016.11.021
Longitudinal study of hippocampal volumes in heavy cannabis users
Koenders, L., Lorenzetti, Valentina, de Haan, L., Suo, C., Vingerhoets, W. A. M., van den Brink, W., Wiers, R. W., Meijer, C. J., MacHielsen, M. W. J., Goudriaan, Anna E., Veltman, D. J., Yücel, Murat and Cousijn, Janna. (2017). Longitudinal study of hippocampal volumes in heavy cannabis users. Journal of Psychopharmacology. 31(8), pp. 1027 - 1034. https://doi.org/10.1177/0269881117718380
Neural correlates of decision-making during a Bayesian choice task
Poudel, Govinda, Bhattarai, Anjan, Dickinson, David L. and Drummond, Sean P. A.. (2017). Neural correlates of decision-making during a Bayesian choice task. NeuroReport. 28(4), pp. 193 - 199. https://doi.org/10.1097/WNR.0000000000000730
Emotion processing in persons who respond vicariously towards others in pain: Disinhibited left-lateralized neural activity for threatening expressions
Giummarra, Melita J., Poudel, Govinda, Niu, P. Amanda, Nicholls, Michael E. R., Fielding, Joanne, Verdejo-Garcia, Antonio and Labuschagne, Izelle. (2017). Emotion processing in persons who respond vicariously towards others in pain: Disinhibited left-lateralized neural activity for threatening expressions. Laterality: Assymetries of body, brain and cognition. 23(2), pp. 184 - 208. https://doi.org/10.1080/1357650X.2017.1349781
Longitudinal changes in the fronto-striatal network are associated with executive dysfunction and behavioral dysregulation in Huntington's disease: 30 months IMAGE-HD data
Dominguez, Juan F., Poudel, Govinda, Stout, Julie C., Gray, Marcus, Chua, Phyllis, Borowsky, Beth, Egan, Gary F. and Georgiou-Karistianis, Nellie. (2017). Longitudinal changes in the fronto-striatal network are associated with executive dysfunction and behavioral dysregulation in Huntington's disease: 30 months IMAGE-HD data. Cortex. 92, pp. 139 - 149. https://doi.org/10.1016/j.cortex.2017.04.001
Role of orbitofrontal sulcogyral pattern on lifetime cannabis use and depressive symptoms
Chye, Yann, Solowij, Nadia, Ganella, Eleni P., Suo, Chao, Yücel, Murat, Batalla, Albert, Cousijn, Janna, Goudriaan, Anna E., Martin-Santos, Rocio, Whittle, Sarah, Bartholomeusz, Cali F. and Lorenzetti, Valentina. (2017). Role of orbitofrontal sulcogyral pattern on lifetime cannabis use and depressive symptoms. Progress in Neuropsychopharmacology and Biological Psychiatry. 79, pp. 392 - 400. https://doi.org/10.1016/j.pnpbp.2017.07.017
Investigating the role of anticipatory reward and habit strength in obsessive-compulsive disorder
Ferreira, Gabriela M., Yücel, Murat, Dawson, Andrew, Lorenzetti, Valentina and Fontenelle, Leonardo F.. (2017). Investigating the role of anticipatory reward and habit strength in obsessive-compulsive disorder. CNS Spectrums. 22(3), pp. 295 - 304. https://doi.org/10.1017/S1092852916000535
Neuroimaging of the human brain in adolescent substance users
Takagi, Michael, Youssef, George and Lorenzetti, Valentina. (2016). Neuroimaging of the human brain in adolescent substance users. In In De Micheli, Denise, Andrade, André Luiz Monezi, da Silva, Eroy Aparecida and de Souza Formigoni, Maria Lucia Oliveira (Ed.). Drug abuse in adolescence : Neurobiological, cognitive, and psychological issues pp. 69-99 Springer. https://doi.org/10.1007/978-3-319-17795-3_6
Cannabis use disorders and altered brain morphology : Where is the evidence?
Lorenzetti, Valentina, Batalla, Albert and Cousijn, Janna. (2016). Cannabis use disorders and altered brain morphology : Where is the evidence? Current Addiction Reports. 3(2), pp. 189-198. https://doi.org/10.1007/s40429-016-0102-2
The neurobiology of cannabis use disorders: A call for evidence
Valentina Lorenzetti, Janna Cousijn, Nadia Solowij, Hugh Garavan, Chao Suo, Murat Yucel and Antonio Verdejo-Garcia. (2016). The neurobiology of cannabis use disorders: A call for evidence. Frontiers in Behavioral Neuroscience. 10, pp. 1-3. https://doi.org/10.3389/fnbeh.2016.00086
Fronto-cerebellar dysfunction and dysconnectivity underlying cognition in Friedreich Ataxia: The IMAGE-FRDA Study
Harding, Ian H., Corben, Louise A., Storey, Elsdon, Egan, Gary F., Stagnitti, Monique R., Poudel, Govinda, Delatycki, Martin B. and Georgiou-Karistianis, Nellie. (2016). Fronto-cerebellar dysfunction and dysconnectivity underlying cognition in Friedreich Ataxia: The IMAGE-FRDA Study. Human Brain Mapping. 37(1), pp. 338 - 350. https://doi.org/10.1002/hbm.23034
Large-scale comparative visualisation of sets of multidimensional data
Vohl, Dany, Barnes, David G., Fluke, Christopher J., Poudel, Govinda, Georgiou-Karistianis, Nellie, Hassan, Amr H., Benovitski, Yuri, Wong, Tsz Ho, Kaluza, Owen L., Nguyen, Toan D. and Bonnington, C. Paul. (2016). Large-scale comparative visualisation of sets of multidimensional data. PeerJ. 2016(10), pp. 1 - 36. https://doi.org/10.7717/peerj-cs.88
Iron accumulation in the basal ganglia in Huntington's disease: Cross-sectional data from the IMAGE-HD study
Dominguez, Juan F., Ng, Amanda C. L., Poudel, Govinda, Stout, Julie C., Churchyard, A., Chua, Phyllis, Egan, Gary F. and Georgiou-Karistianis, Nellie. (2016). Iron accumulation in the basal ganglia in Huntington's disease: Cross-sectional data from the IMAGE-HD study. Journal of Neurology, Neurosurgery and Psychiatry. 87(5), pp. 545 - 549. https://doi.org/10.1136/jnnp-2014-310183
Olfactory sulcus morphology in patients with current and past major depression
Takahashi, Tsutomu, Nishikawa, Yumiko, Yücel, Murat, Whittle, Sarah, Lorenzetti, Valentina, Walterfang, Mark, Sasabayashi, Daiki, Suzuki, Michio, Pantelis, Christos and Allen, Nicholas B.. (2016). Olfactory sulcus morphology in patients with current and past major depression. Psychiatry Research: Neuroimaging. 255, pp. 60 - 65. https://doi.org/10.1016/j.pscychresns.2016.07.008
Subjective sleep problems in Huntington's disease: A pilot investigation of the relationship to brain structure, neurocognitive, and neuropsychiatric function
Baker, Chaya Rochel, Dominguez, Juan F., Stout, Julie C., Gabery, Sanaz, Churchyard, A., Chua, Phyllis, Egan, Gary F., Petersen, Asa, Georgiou-Karistianis, Nellie and Poudel, Govinda. (2016). Subjective sleep problems in Huntington's disease: A pilot investigation of the relationship to brain structure, neurocognitive, and neuropsychiatric function. Journal of the Neurological Sciences. 364, pp. 148 - 153. https://doi.org/10.1016/j.jns.2016.03.021
Microsleeps are associated with stage-2 sleep spindles from hippocampal-temporal network
Jonmohamadi, Yaqub, Poudel, Govinda, Innes, Carrie C. R. H. and Jones, Richard. (2016). Microsleeps are associated with stage-2 sleep spindles from hippocampal-temporal network. International Journal of Neural Systems. 26(4), pp. 1 - 12. https://doi.org/10.1142/S0129065716500155
Multimodal imaging biomarkers in premanifest and early Huntington's disease: 30-month IMAGE-HD data
Dominguez, Juan, Stout, Julie C., Poudel, Govinda, Churchyard, Andrew, Chua, Phyllis, Egan, Gary F. and Georgiou-Karistianis, Nellie. (2016). Multimodal imaging biomarkers in premanifest and early Huntington's disease: 30-month IMAGE-HD data. British Journal of Psychiatry. 208(6), pp. 571 - 578. https://doi.org/10.1192/bjp.bp.114.156588
Genetic imaging consortium for addiction medicine: From neuroimaging to genes
Mackey, Scott, Kan, Kees-Jan, Chaarani, Bader, Alia-Klein, Nelly, Batalla, Albert, Brooks, Samantha, Cousijn, Janna, Dagher, Alain, de Ruiter, Michiel, Desrivieres, Sylvane, Feldstein Ewing, Sarah W., Goldstein, Rita Z., Goudriaan, Anna E., Heitzeg, Mary M., Hutchison, Kent, Li, Chiang-Shan R., London, Edythe D., Lorenzetti, Valentina, Luijten, Maartje, ... Conrod, Patricia. (2016). Genetic imaging consortium for addiction medicine: From neuroimaging to genes. In Neuroscience for addiction medicine: From prevention to rehabilitation - methods and interventions pp. 203 - 223 Elsevier. https://doi.org/10.1016/bs.pbr.2015.07.026
Time-varying effective connectivity of the cortical neuroelectric activity associated with behavioural microsleeps
Toppi, Jlenia, Astolfi, Laura, Poudel, Govinda, H., Babiloni, Fabio, Jones, Richard and Innes, Carrie R. H.. (2016). Time-varying effective connectivity of the cortical neuroelectric activity associated with behavioural microsleeps. NeuroImage. 124, pp. 421 - 432. https://doi.org/10.1016/j.neuroimage.2015.08.059
Adolescent cannabis use: What is the evidence for functional brain alteration?
Lorenzetti, Valentina, Alonso-Lana, Silvia, Youssef, G. J., Verdejo-Garcia, Antonio, Suo, Chao, Cousijn, Janna, Takagi, Michael, Yucel, Murat and Solowij, Nadia. (2016). Adolescent cannabis use: What is the evidence for functional brain alteration? Current Pharmaceutical Design. 22(42), pp. 6353 - 6365. https://doi.org/10.2174/1381612822666160805155922
The role of cannabinoids in neuroanatomic alterations in cannabis users
Lorenzetti, Valentina, Solowij, Nadia and Yücel, Murat. (2016). The role of cannabinoids in neuroanatomic alterations in cannabis users. Biological Psychiatry. 79(7), pp. e17 - e31. https://doi.org/10.1016/j.biopsych.2015.11.013
Hippocampal harms, protection and recovery following regular cannabis use
Yücel, Murat, Lorenzetti, Valentina, Suo, C., Zalesky, Andrew, Fornito, Alex, Takagi, Michael J., Lubman, Dan I. and Solowij, Nadia. (2016). Hippocampal harms, protection and recovery following regular cannabis use. Translational Psychiatry. 6(1), pp. 1 - 7. https://doi.org/10.1038/tp.2015.201
An MRI study of white matter tract integrity in regular cannabis users: Effects of cannabis use and age
Jakabek, David, Yucel, Murat, Lorenzetti, Valentina and Solowij, Nadia. (2016). An MRI study of white matter tract integrity in regular cannabis users: Effects of cannabis use and age. Psychopharmacology. 233(19-20), pp. 3627 - 3637. https://doi.org/10.1007/s00213-016-4398-3
Characterising upper limb movements in Huntington's Disease and the impact of restricted visual cues
Despard, Jessica, Ternes, Anne-Marie, Dimech-Betancourt, Bleydy, Poudel, Govinda, Churchyard, Andrew and Georgiou-Karistianis, Nellie. (2015). Characterising upper limb movements in Huntington's Disease and the impact of restricted visual cues. PLoS ONE. 10(8), pp. 1 - 18. https://doi.org/10.1371/journal.pone.0133709
Gross morphological brain changes with chronic, heavy cannabis use
Lorenzetti, Valentina, Solowij, Nadia, Whittle, Sarah, Fornito, Alex, Lubman, Dan I., Pantelis, Christos and Yücel, Murat. (2015). Gross morphological brain changes with chronic, heavy cannabis use. British Journal of Psychiatry. 206(1), pp. 77 - 78. https://doi.org/10.1192/bjp.bp.114.151407
Cortico-limbic network abnormalities in individuals with current and past major depressive disorder
Klauser, Paul, Fornito, Alex, Lorenzetti, Valentina, Davey, Christopher G., Dwyer, Dominic B., Allen, Nicholas B. and Yücel, Murat. (2015). Cortico-limbic network abnormalities in individuals with current and past major depressive disorder. Journal of Affective Disorders. 173, pp. 45 - 52. https://doi.org/10.1016/j.jad.2014.10.041
Comparison of beamformers for EEG source signal reconstruction
Jonmohamadi, Yaqub, Poudel, Govinda, Innes, Carrie, Weiss, Daniel, Krueger, Rejko and Jones, Richard. (2014). Comparison of beamformers for EEG source signal reconstruction. Biomedical Signal Processing and Control. 14(1), pp. 175 - 188. https://doi.org/10.1016/j.bspc.2014.07.014
The association between regular cannabis exposure and alterations of human brain morphology: An updated review of the literature
Lorenzetti, Valentina, Solowij, Nadia, Fornito, Alex, Lubman, Dan Ian and Yücel, Murat. (2014). The association between regular cannabis exposure and alterations of human brain morphology: An updated review of the literature. Current Pharmaceutical Design. 20(13), pp. 2138 - 2167. https://doi.org/10.2174/13816128113199990435
Source-space ICA for EEG source separation, localization, and time-course reconstruction
Jonmohamadi, Yaqub, Poudel, Govinda, Innes, Carrie and Jones, Richard. (2014). Source-space ICA for EEG source separation, localization, and time-course reconstruction. NeuroImage. 101(November), pp. 720 - 737. https://doi.org/10.1016/j.neuroimage.2014.07.052
The neural cascade of olfactory processing: A combined fMRI-EEG study
Masaoka, Yuri, Harding, Ian H., Koiwa, Nobuyoshi, Yoshida, Masaki, Harrison, Ben J., Lorenzetti, Valentina, Ida, Masahiro, Izumizaki, Masahiko, Pantelis, Christos and Homma, Ikuo. (2014). The neural cascade of olfactory processing: A combined fMRI-EEG study. Respiratory Physiology & Neurobiology. 204, pp. 71 - 77. https://doi.org/10.1016/j.resp.2014.06.008
The Multi-modal Australian ScienceS Imaging and Visualization Environment (MASSIVE) high performance computing infrastructure: Applications in neuroscience and neuroinformatics research
Goscinski, Wojtek J., McIntosh, Paul, Felzmann, Ulrich, Maksimenko, Anton, Hall, Christopher J., Gureyev, Timur, Thompson, Darren, Janke, Andrew, Galloway, Graham, Killeen, Neil E. B., Raniga, Parnesh, Kaluza, Owen, Ng, Amanda, Poudel, Govinda, Barnes, David G., Nguyen, Toan, Bonnington, Paul and Egan, Gary F.. (2014). The Multi-modal Australian ScienceS Imaging and Visualization Environment (MASSIVE) high performance computing infrastructure: Applications in neuroscience and neuroinformatics research. Frontiers in Neuroinformatics. 8(March), pp. 1 - 13. https://doi.org/10.3389/fninf.2014.00030
Functional magnetic resonance imaging of working memory in Huntington's disease: Cross-sectional data from the IMAGE-HD study
Georgiou-Karistianis, Nellie, Stout, Julie C., Domínguez, Juan F., Carron, Sarah P., Ando, Ayaka, Churchyard, Andrew, Chua, Phyllis, Bohanna, India, Dymowski, Alicia R., Poudel, Govinda and Egan, Gary F.. (2014). Functional magnetic resonance imaging of working memory in Huntington's disease: Cross-sectional data from the IMAGE-HD study. Human Brain Mapping. 35(5), pp. 1847 - 1864. https://doi.org/10.1002/hbm.22296
Voxel-ICA for reconstruction of source signal time-series and orientation in EEG and MEG
Jonmohamadi, Yaqub, Poudel, Govinda, Innes, Carrie and Jones, Richard. (2014). Voxel-ICA for reconstruction of source signal time-series and orientation in EEG and MEG. Australasian Physical and Engineering Sciences in Medicine. 37(2), pp. 457 - 464. https://doi.org/10.1007/s13246-014-0265-x
Multi-modal neuroimaging in premanifest and early Huntington's disease : 18 month longitudinal data from the IMAGE-HD study
Domínguez D, Juan F., Egan, Gary F., Gray, Marcus A., Poudel, Govinda R., Churchyard, Andrew, Chua, Phyllis, Stout, Julie C. and Georgiou-Karistianis, Nellie. (2013). Multi-modal neuroimaging in premanifest and early Huntington's disease : 18 month longitudinal data from the IMAGE-HD study. PLoS ONE. 8(9), pp. 1-10. https://doi.org/10.1371/journal.pone.0074131
Functional and connectivity changes during working memory in Huntington's disease : 18 month longitudinal data from the IMAGE-HD study
Georgiou-Karistianis, Nellie, Poudel, Govinda R., Domínguez D, Juan F., Langmaid, Rebecca, Gray, Marcus A., Churchyard, Andrew, Chua, Phyllis, Borowsky, Beth, Egan, Gary F. and Stout, Julie C.. (2013). Functional and connectivity changes during working memory in Huntington's disease : 18 month longitudinal data from the IMAGE-HD study. Brain and Cognition. 83(1), pp. 80-91. https://doi.org/10.1016/j.bandc.2013.07.004
Efficient and regular patterns of nighttime sleep are related to increased vulnerability to microsleeps following a single night of sleep restriction
Innes, Carrie R. H., Poudel, Govinda R. and Jones, Richard D.. (2013). Efficient and regular patterns of nighttime sleep are related to increased vulnerability to microsleeps following a single night of sleep restriction. Chronobiology International. 30(9), pp. 1187-1196. https://doi.org/10.3109/07420528.2013.810222
Distinct neural correlates of time-on-task and transient errors during a visuomotor tracking task after sleep restriction
Poudel, Govinda R., Innes, Carrie R. H. and Jones, Richard D.. (2013). Distinct neural correlates of time-on-task and transient errors during a visuomotor tracking task after sleep restriction. NeuroImage. 77, pp. 105-113. https://doi.org/10.1016/j.neuroimage.2013.03.054
Human amygdala volume is predicted by common DNA variation in the stathmin and serotonin transporter genes
Stjepanović, D., Lorenzetti, Valentina, Yücel, Murat, Hawi, Z. and Bellgrove, M. A.. (2013). Human amygdala volume is predicted by common DNA variation in the stathmin and serotonin transporter genes. Translational Psychiatry. 3(7), pp. 1 - 7. https://doi.org/10.1038/tp.2013.41
Alteration to hippocampal shape in cannabis users with and without schizophrenia
Solowij, Nadia, Walterfang, Mark, Lubman, Dan I., Whittle, Sarah, Lorenzetti, Valentina, Styner, Martin, Velakoulis, Dennis, Pantelis, Christos and Yucel, Murat. (2013). Alteration to hippocampal shape in cannabis users with and without schizophrenia. Schizophrenia Research. 143(1), pp. 179 - 184. https://doi.org/10.1016/j.schres.2012.10.040
Time-Varying Functional Connectivity for Understanding the Neural Basis of Behavioral Microsleeps
J Toppi, L Astolfi, GR Poudel, F Babiloni, L Macchiusi, D Mattia, S Salinari and RD Jones. (2012). Time-Varying Functional Connectivity for Understanding the Neural Basis of Behavioral Microsleeps. 34th Annual International Conference of the IEEE EMBS. IEEE, Institute of Electrical and Electronics Engineers. pp. 4708-4711 https://doi.org/10.1109/EMBC.2012.6347018
Performance of Beamformers on EEG Source Reconstruction
Yaqub Jon Mohamadi, Govinda Poudel, Carrie R H Innes and Richard Jones. (2012). Performance of Beamformers on EEG Source Reconstruction. 34th Annual International Conference of the IEEE EMBS. IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/EMBC.2012.6346476
Cerebral perfusion differences between drowsy and nondrowsy individuals after acute sleep restriction
Poudel, Govinda R., Innes, Carrie R. H. and Jones, Richard D.. (2012). Cerebral perfusion differences between drowsy and nondrowsy individuals after acute sleep restriction. Sleep. 35(8), pp. 1085-1096. https://doi.org/10.5665/sleep.1994