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Computational chemoproteomics to understand the role of selected psychoactives in treating mental health indications
Fine, Jonathan; Lackner, Rachel; Samudrala, Ram; Chopra, Gaurav. - : Nature Publishing Group UK, 2019
Abstract: We have developed the Computational Analysis of Novel Drug Opportunities (CANDO) platform to infer homology of drug behaviour at a proteomic level by constructing and analysing structural compound-proteome interaction signatures of 3,733 compounds with 48,278 proteins in a shotgun manner. We applied the CANDO platform to predict putative therapeutic properties of 428 psychoactive compounds that belong to the phenylethylamine, tryptamine, and cannabinoid chemical classes for treating mental health indications. Our findings indicate that these 428 psychoactives are among the top-ranked predictions for a significant fraction of mental health indications, demonstrating a significant preference for treating such indications over non-mental health indications, relative to randomized controls. Also, we analysed the use of specific tryptamines for the treatment of sleeping disorders, bupropion for substance abuse disorders, and cannabinoids for epilepsy. Our innovative use of the CANDO platform may guide the identification and development of novel therapies for mental health indications and provide an understanding of their causal basis on a detailed mechanistic level. These predictions can be used to provide new leads for preclinical drug development for mental health and other neurological disorders.
Keyword: Article
URL: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6739337/
http://www.ncbi.nlm.nih.gov/pubmed/31511563
https://doi.org/10.1038/s41598-019-49515-0
BASE
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2
English for landscaping professionals : Lehrbuch für den GaLaBau
Fine, Jonathan [Verfasser]. - Berlin : Patzer, 2014
DNB Subject Category Language
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3
Second language reflects more psychopathology but compensates the verbal fluency in bilinguals with schizophrenia, Eur Neuropsychopharmacol. 2014;24(Suppl 2):S500 ...
Smirnova, Daria; Walters, Joel; Fine, Jonathan. - : Unpublished, 2014
BASE
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4
Clause complex manifestation in depression
In: Text & talk. - Berlin [u.a.] : Mouton de Gruyter 33 (2013) 4, 595-615
OLC Linguistik
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5
Clause complex manifestation in depression
In: Text and Talk 33 (2013) 4, 595-615
IDS Bibliografie zur Gesprächsforschung
6
Language in psychiatry. A handbook of clinical practice
Fine, Jonathan. - London : Equinox Publishing, 2006
IDS Bibliografie zur Gesprächsforschung
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7
Language in psychiatry : a handbook of clinical practice
Fine, Jonathan. - London [u.a.] : Equinox, 2006
BLLDB
UB Frankfurt Linguistik
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8
Gender, genre, and writing style in formal written texts
In: Text. - Berlin [u.a.] : Mouton de Gruyter 23 (2003) 3, 321-346
BLLDB
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9
Gender, genre, and writing style in formal written texts
In: Text. - Berlin [u.a.] : Mouton de Gruyter 23 (2003) 3, 321-346
OLC Linguistik
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10
On the puzzle of language, pragmatics, and schizophrenia
In: Psychological reports. - Los Angeles [u.a.] : SAGE 84 (1999) 1, 84-86
BLLDB
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11
Towards understanding and studying cohesion in schizophrenic speech
In: Applied psycholinguistics. - Cambridge [u.a.] : Cambridge Univ. Press 16 (1995) 1, 25-41
BLLDB
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12
Towards understanding and studying cohesion in schizophrenic speech
In: Applied psycholinguistics. - Cambridge [u.a.] : Cambridge Univ. Press 16 (1995) 1, 25-42
OLC Linguistik
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13
How language works. Cohesion in formal and nonstandard communication
Fine, Jonathan. - Norwood N.J. : Ablex, 1994
IDS Bibliografie zur Gesprächsforschung
14
How language works : cohesion in normal and nonstandard communication
Fine, Jonathan. - Norwood, NJ : Ablex Publ., 1994
IDS Mannheim
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15
How language works : cohesion in normal and nonstandard communication
Fine, Jonathan. - Norwood, N.J. : Ablex Publ. Co., 1993
BLLDB
UB Frankfurt Linguistik
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16
Functions of probabilities on linguistic systems
In: Occasional papers in systemic linguistics. - Nottingham : Univ. 6 (1992), 9-18
BLLDB
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17
The static and dynamic choices of responding : toward the process of building social reality by the developmentally disordered
In: Functional and systemic linguistics (Berlin, 1991), p. 213-234
MPI für Psycholinguistik
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18
The static and dynamic choices of responding : toward the process of building social reality by the developmentally disordered
In: Functional and systemic linguistics. - Berlin [u.a.] : Mouton de Gruyter (1991), 213-234
BLLDB
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19
The static and dynamic choises of responsing. Toward the process of building social reality by the developmentally disordered
In: Functional and systemic linguistics. Approaches and use (1991), 212-234
IDS Bibliografie zur Gesprächsforschung
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20
Textual systems : their use in creation and miscalculation of social reality
In: Word. - Abingdon : Routledge, Taylor & Francis Group 40 (1989) 1-2, 65-79
BLLDB
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