A primer on the use of machine learning to distil knowledge from data in biological psychiatry

- Quinn, Thomas P., Hess, Jonathan L., Breen, Michael S., Barnett, Eric J., Zhang-James, Yanli, Ahsen, Mehmet Eren, Cao, Han, Chen, Junfang, Hou, Jiahui, Salekin, Asif, Lin, Ping-I, Nicodemus, Kristin K., Marshe, Victoria S., Meyer-Lindenberg, Andreas, Bichindaritz, I, Faraone, SV, Cairns, Murray J., Pandey, G, Müller, DJ, Glatt, SJ, Barnett, Michelle M., Hauschild, Anne-Christin, Maciukiewicz, Malgorzata, Elsheikh, Samar S. M., Men, Xiaoyu, Schwarz, Emanuel, Trakadis, Yannis J.

Alteration of DNA Methylation and Epigenetic Scores Associated with Features of Schizophrenia and Common Variant Genetic Risk

- Kiltschewskij, Dylan J., Reay, William R., Cairns, Murray J., Geaghan, Michael P., Atkins, Joshua R., Xavier, Alexandre, Zhang, Xiajie, Watkeys, Oliver J., Carr, Vaughan J., Scott, Rodney J., Green, Melissa J.

Beyond the global brain differences: intra-individual bariability differences in 1q21.1 distal and 15q11.2 BP1-BP2 deletion carriers

- Boen, Rune, Kaufmann, Tobias, van der Meer, Dennis, Frei, Oleksandr, Agartz, Ingrid, Ames, David, Andersson, Micael, Armstrong, Nicola J., Artiges, Eric, Atkins, Joshua R., Bauer, Jochen, Benedetti, Francesco, Boomsma, Dorret I., Brodaty, Henry, Brosch, Katharina, Buckner, Randy L., Cairns, Murray J., Calhoun, Vince, Caspers, Svenja, Cichon, Sven, Trollor, JN, van 't Ent, D, van den Bree, MBM, van Haren, NEM, Vazquez-Bourgon, J, Volzke, H, Wen, W, Wittfeld, K, Ching, CRK, Westlye, LT, Thompson, PM, Bearden, CE, Selmer, KK, Alnæs, D, Andreassen, OA, Sonderby, IE, Grøntvedt, Gøril Rolfseng, Corvin, Aiden P., Crespo-Facorro, Benedicto, Dannlowski, U, David, FS, de Geus, EJC, de Zubicaray, GI, Desrivières, S, Doherty, JL, Donohoe, G, Ehrlich, S, Eising, E, Espeseth, T, Fisher, SE, Forstner, AJ, Uyà, LF, Frouin, V, Fukunaga, M, Ge, T, Glahn, DC, Goltermann, J, Grabe, HJ, Green, MJ, Groenewold, NA, Grotegerd, D, Hahn, T, Hashimoto, R, Hehir-Kwa, JY, Henskens, Frans A., Holmes, AJ, Haberg, AK, Haavik, J, Jacquemont, S, Jansen, A, Jockwitz, C, Jonsson, EG, Kikuchi, M, Kircher, T, Kumar, K, Le Hellard, S, Leu, C, Linden, DE, Liu, J, Loughnan, R, Mather, KA, McMahon, KL, McRae, AF, Medland, SE, Meinert, S, Moreau, CA, Morris, DW, Mowry, BJ, Muhleisen, TW, Nenadić, I, Nöthen, MM, Nyberg, L, Owen, MJ, Paolini, M, Paus, T, Pausova, Z, Persson, K, Quidé, Y, Marques, TR, Sachdev, PS, Sando, SB, Schall, U, Scott, Rodney J., Selbæk, G, Shumskaya, E, Silva, AI, Sisodiya, SM, Stein, F, Stein, DJ, Straube, B, Streit, F, Strike, LT, Teumer, A, Teutenberg, L, Thalamuthu, A, Tooney, Paul A., Tordesillas-Gutierrez, D

Connectome architecture shapes large-scale cortical alterations in schizophrenia: a worldwide ENIGMA study

- Georgiadis, Foivos, Larivière, Sara, Cairns, Murray J., Michie, Patricia T., Rasser, Paul E., Catts, Stanley, Tooney, Paul, Scott, Rodney J., Schall, Ulrich, Carr, Vaughan, Quidé, Yann, Krug, Axel, Glahn, David, Stein, Frederike, Nenadić, I, Brosch, K, Kircher, T, Gur, R, Satterthwaite, TD, Karuk, A, Pomarol-Clotet, E, Radua, J, Hong, L. Elliot, Fuentes-Claramonte, P, Salvador, R, Spalletta, G, Voineskos, Aristotle, Sim, K, Crespo-Facorro, B, Tordesillas Gutiérrez, D, Ehrlich, S, Crossley, N, Grotegerd, D, Kochunov, Peter, Repple, J, Lencer, R, Dannlowski, U, Calhoun, V, Rootes-Murdy, K, Demro, C, Ramsay, IS, Sponheim, SR, Schmidt, A, Borgwardt, S, Mowry, Bryan, Tomyshev, A, Lebedeva, I, Höschl, C, Spaniel, F, Preda, A, Nguyen, D, Uhlmann, A, Stein, DJ, Howells, F, Temmingh, HS, Loughland, Carmel, Diaz Zuluaga, AM, López Jaramillo, C, Iasevoli, F, Ji, E, Homan, S, Omlor, W, Homan, P, Kaiser, S, Seifritz, E, Misic, B, Pantelis, Christos, Valk, SL, Thompson, P, van Erp, TGM, Turner, JA, ENIGMA Schizophrenia Consortium,, Bernhardt, B, Kirschner, M, Henskens, Frans A., Green, Melissa J.

Cortical similarities in psychiatric and mood disorders identified in federated VBM analysis via COINSTAC

- Rootes-Murdy, Kelly, Panta, Sandeep, Green, Melissa J., Henskens, Frans, Kiltschewskij, Dylan, Michie, Patricia T., Mowry, Bryan, Pantelis, Christos, Rasser, Paul E., Reay, William R., Schall, Ulrich, Scott, Rodney J., Kelly, Ross, Watkeys, Oliver J., Roberts, G, Mitchell, P, Fullerton, JM, Overs, BJ, Kikuchi, M, Hashimoto, R, Matsumoto, J, Fukunaga, M, Sachdev, PS, Romero, Javier, Brodaty, H, Wen, W, Jiang, J, Fani, N, Ely, TD, Lorio, A, Stevens, JS, Ressler, K, Jovanovic, T, van Rooij, SJH, Quidé, Yann, Federmann, LM, Jockwitz, C, Teumer, A, Forstner, AJ, Caspers, S, Cichon, S, Plis, SM, Sarwate, AD, Calhoun, VD, Cairns, Murray J., Loughland, Carmel, Carr, Vaughan J., Catts, Stanley V., Jablensky, Assen

Linking Polygenic Risk of Schizophrenia to Variation in Magnetic Resonance Imaging Brain Measures: A Comprehensive Systematic Review

- Jameei, Hadis, Rakesh, Divyangana, Zalesky, Andrew, Cairns, Murray J., Reay, William R., Wray, Naomi R., Di Biase, Maria A.

PI3K/mTOR is a therapeutically targetable genetic dependency in diffuse intrinsic pontine glioma

- Duchatel, Ryan J., Jackson, Evangeline R., Kearney, Padraic S., Jamaluddin, M. Fairuz B., Douglas, Alicia M., Beitaki, Tyrone, McEwen, Holly P., Persson, Mika L., Hocke, Emily A., Jain, Vaibhav, Aksu, Michael, Manning, Elizabeth E., Parackal, Sarah G., Murray, Heather C., Verrills, Nicole M., Hua, Susan, Cairns, Murray J., Alvaro, Frank, Dayas, Christopher V., Dun, Matthew D., Hua, S, de Bock, CE, Colino-Sanguino, Y, Kiltschewskij, Dylan, Valdes-Mora, F, Tsoli, M, Ziegler, DS, Cairns, MJ, Raabe, EH, Vitanza, NA, Hulleman, E, Phoenix, TN, Koschmann, C, Alvaro, F, Findlay, Izac J., Dayas, CV, Tinkle, CL, Wheeler, H, Whittle, JR, Eisenstat, DD, Firestein, R, Mueller, S, Valvi, S, Hansford, JR, Ashley, DM, Mannan, Abdul, Gregory, SG, Kilburn, LB, Nazarian, J, Cain, JE, Dun, MD, Staudt, Dilana E., Thomas, Bryce C., Germon, Zacary P., Laternser, Sandra

Using Genetics to Inform Interventions Related to Sodium and Potassium in Hypertension

- Reay, William R., Clarke, Erin, Collins, Clare E., Cairns, Murray J., Eslick, Shaun, Riveros, Carlos, Holliday, Elizabeth G., McEvoy, Mark A., Peel, Roseanne, Hancock, Stephen, Scott, Rodney J., Attia, John R.

A polygenic resilience score moderates the genetic risk for schizophrenia: Replication in 18,090 cases and 28,114 controls from the Psychiatric Genomics Consortium

- Hess, Jonathan L., Mattheisen, Manuel, Henskens, Frans A., Kelly, Brian J., Loughland, Carmel M., Michie, Patricia T., Schall, Ulrich, Scott, Rodney J., Tooney, Paul A., Schizophrenia Working Group of the Psychiatric Genomics Consortium,, Greenwood, Tiffany A., Tsuang, Ming T., Edenberg, Howard J., Holmans, Peter, Faraone, Stephen V., Glatt, Stephen J., Cairns, Murray J.

Exploring opportunities for drug repurposing and precision medicine in cannabis use disorder using genetics

- Greco, Laura A., Reay, William R., Dayas, Christopher V., Cairns, Murray J.

Extension of mRNA poly(A) tails and 3 ' UTRs during neuronal differentiation exhibits variable association with post-transcriptional dynamics

- Kiltschewskij, Dylan J., Harrison, Paul F., Fitzsimmons, Chantel, Beilharz, Traude H., Cairns, Murray J.

Heritable defects in telomere and mitotic function selectively predispose to sarcomas

- Ballinger, Mandy L., Pattnaik, Swetansu, van der Graaf, Winette T. A., Fennelly, V, Wicht, A, Zielony, B, Galligan, E, Glavich, G, Stoeckert, J, Williams, L, Djandjgava, L, Buettner, I, Osinki, C, Puri, Ajay, Stephens, S, Rogasik, M, Bouclier, L, Girodet, M, Charreton, A, Fayet, Y, Crasto, S, Sandupatla, B, Yoon, Y, Je, N, Duffaud, Florence, Thompson, L, Fowler, T, Johnson, B, Petrikova, G, Hambridge, T, Hutchins, A, Bottero, D, Scanlon, D, Stokes-Denson, J, Génin, E, Le Cesne, Axel, Campion, D, Dartigues, J-F, Deleuze, J-F, Lambert, J-C, Redon, R, Ludwig, T, Grenier-Boley, B, Letort, S, Lindenbaum, P, Meyer, V, Seddon, Beatrice, Quenez, O, Dina, C, Bellenguez, C, Le Clézio, CC, Giemza, J, Chatel, S, Férec, C, Le Marec, H, Letenneur, L, Nicolas, G, Chandrasekar, Coonoor, Rouault, K, Schiffman, Joshua D., Brohl, Andrew S., James, Paul A., Kurtz, Jean-Emmanuel, Mundra, Piyushkumar A., Penel, Nicolas, Myklebost, Ola, Meza-Zepeda, LA, Pickett, H, Kansara, M, Waddell, N, Kondrashova, O, Pearson, JV, Barbour, AP, Li, S, Zaheed, Milita, Nguyen, TL, Fatkin, D, Graham, RM, Giannoulatou, E, Green, MJ, Kaplan, W, Ravishankar, S, Copty, J, Powell, JE, Cuppen, E, Rath, Emma, van Eijk, K, Veldink, J, Ahn, J-H, Kim, JE, Randall, RL, Tucker, K, Judson, I, Sarin, R, Genin, E, Priestley, Peter, French Exome Project Consortium,, Haber, M, Marshall, G, Cairns, Murray J., Blay, J-Y, International Sarcoma Kindred Study,, Thomas, DM, Tattersall, M, Neuhaus, S, Baber, Jonathan, Lewis, C, Carey-Smith, R, Wood, D, Porceddu, S, Dickinson, I, Thorne, H, James, P, Ray-Coquard, I, Ray-Coquard, Isabelle, Cassier, P, Le Cesne, A, Duffaud, F, Penel, N, Isambert, N, Kurtz, J-E, Puri, A, Isambert, Nicholas, Ward, I, van der Graaf, W, Seddon, B, Chandrasekar, C, Rickar, R, Hennig, I, Schiffman, J, Silvestri, A, Causeret, Sylvain, Zaratzian, A, Tayao, M, Walwyn, K, Niedermayr, E, Mang, D, Clark, R, Thorpe, T, MacDonald, J, Riddell, K, Mar, J

miRNA cargo in circulating vesicles from neurons is altered in individuals with schizophrenia and associated with severe disease

- Barnett, Michelle M., Reay, William R., Geaghan, Michael P., Kiltschewskij, Dylan J., Green, Melissa J., Weidenhofer, Judith, Glatt, Stephen J., Cairns, Murray J.

Multiomic prioritisation of risk genes for anorexia nervosa

- Adams, Danielle M., Reay, William R., Cairns, Murray J.

Schizophrenia risk conferred by rare protein-truncating variants is conserved across diverse human populations

- Liu, Dongjing, Meyer, Dara, Dobbyn, Amanda, Schall, Ulrich, Scott, Rodney J., Tooney, Paul A., Lebovitch, Dannielle, Moya, Emily, Nguyen, Tan-Hoang, Wilkins, Lillian, Hassan, Arsalan, Aghanwa, Henry S., Ansari, Moin, Asif, Aftab, Aslam, Rubina, Fennessy, Brian, Ayuso, JL, Bigdeli, T, Bignotti, S, Bobes, J, Bradley, B, Buckley, P, Cairns, Murray J., Catts, SV, Chaudhry, AR, Cohen, D, Feng, Claudia, Collins, BL, Consoli, A, Costas, J, Crespo-Facorro, B, Daskalakis, NP, Davidson, M, Davis, KL, Dickerson, F, Dogar, IA, Drapeau, E, Cheng, Esther, Fañanás, L, Fanous, A, Fatima, W, Fatjo, M, Filippich, C, Friedman, J, Fullard, JF, Georgakopoulos, P, Giannitelli, M, Giegling, I, Johnson, Jessica S., Green, MJ, Guillin, O, Gutierrez, B, Handoko, HY, Hansen, SK, Haroon, M, Haroutunian, V, Henskens, Frans A., Hussain, F, Jablensky, AV, Park, You Jeong, Junejo, J, Kelly, Brian J., Khan, SUDA, Khan, MNS, Khan, A, Khawaja, HR, Khizar, B, Kleopoulos, SP, Knowles, J, Konte, B, Rieder, Marysia-Kolbe, Kusumawardhani, AAAA, Leghari, N, Liu, X, Lori, A, Loughland, Carmel M., Mahmood, K, Mahmood, S, Malaspina, D, Malik, D, McNaughton, A, Ascolillo, Steven, Michie, Patricia T., Michopolous, V, Molina, E, Molto, MD, Munir, A, Muntané, G, Naeem, F, Nancarrow, DJ, Nasar, A, Nasr, T, de Pins, Agathe, Ohaeri, JU, Ott, J, Pantelis, C, Periyasamy, S, Pinto, AG, Powers, A, Ramos, B, Rana, NH, Rapaport, M, Reichenberg, A

Cell type-specific manifestations of cortical thickness heterogeneity in schizophrenia

- Di Biase, Maria A., Geaghan, Michael P., Bouix, Sylvain, Knyazhanskaya, Evdokiya E., Lyall, Amanda E., Pasternak, Ofer, Kubicki, Marek, Rathi, Yogesh, Visco, Andrew, Gaunnac, Megan, Lv, Jinglei, Mesholam-Gately, Raquelle I., Reay, William R., Cairns, Murray J., Holt, DJ, Keshavan, MS, Pantelis, C, Öngür, D, Breier, A, Cairns, MJ, Shenton, ME, Zalesky, A, Seidlitz, Jakob, Weickert, Cynthia Shannon, Pébay, Alice, Green, Melissa J., Quidé, Yann, Atkins, Joshua R., Coleman, Michael J.

Data analysis guidelines for single-cell RNA-seq in biomedical studies and clinical applications

- Su, Min, Pan, Tao, He, Xiao, Jiang, Chun-Jie, Fan, Shi-Cai, Li, Xia, Cairns, Murray J., Wang, Xi, Li, Yong-Sheng, Chen, Qiu-Zhen, Zhou, Wei-Wei, Gong, Yi, Xu, Gang, Yan, Huan-Yu, Li, Si, Shi, Qiao-Zhen, Zhang, Ya

Developmental vitamin D-deficiency increases the expression of microRNAs involved in dopamine neuron development

- Pertile, Renata Aparecida Nedel, Kiltschewskij, Dylan, Geaghan, Michael, Barnett, Michelle, Cui, Xiaoying, Cairns, Murray J., Eyles, Darryl

Evidence of genetic overlap and causal relationships between blood-based biochemical traits and human cortical anatomy

- Kiltschewskij, Dylan J., Reay, William R., Cairns, Murray J.

Genetic estimates of correlation and causality between blood-based biomarkers and psychiatric disorders

- Reay, William R., Kiltschewskij, Dylan J., Geaghan, Michael P., Atkins, Joshua R., Carr, Vaughan J., Green, Melissa J., Cairns, Murray J.