1. 10.3 INTRINSIC NEURAL ACTIVITY AS A BIOMARKER FOR DIFFERENTIAL TREATMENT EFFICACY IN PSYCHOSIS.
- Author
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Clementz, Brett, Hudgens-Haney, Matthew, Pearlson, Godfrey, Keshavan, Matcheri, Sweeney, John, Gershon, Elliot, Tamminga, Carol, Keedy, Sarah, and Ivleva, Elena
- Subjects
DRUG therapy for psychoses ,BIOMARKERS ,DRUG efficacy ,NEUROPHYSIOLOGY ,ELECTROENCEPHALOGRAPHY ,SCHIZOPHRENIA ,CONFERENCES & conventions ,SCHIZOAFFECTIVE disorders ,CLOZAPINE ,VALPROIC acid ,BIPOLAR disorder - Abstract
Background Deviation in level of intrinsic activity (IA; what some call "background brain state" or "resting state"), quantified from ongoing EEG/MEG, has been observed in psychosis. Neurophysiological models of psychosis have leaned on this physiological indicator as a possible core deviation. Translational models of IA deviations hold promise for identifying multiple distinct physiological mechanisms for psychosis manifestation. IA deviations may cause diminished signal-to-noise ratios, and contribute to, or at least set the stage for, psychosis-related problems like identifying stimulus salience. B-SNIP published a means for categorizing psychosis cases by neurobiological homology through use of multiple biomarkers (psychosis Biotypes) rather than by surface level clinical features. B-SNIP demonstrated the superiority of Biotypes versus DSM diagnoses for capturing neurobiological similarity through comparisons on multiple external validating measures (social functioning, measures of brain volume from structural magnetic resonance images, clinical diagnoses of the first-degree relatives, and biomarker features among clinically healthy first-degree relatives). Independent analyses since the initial publication have provided additional support for the usefulness of psychosis Biotypes, and the psychosis Biotypes have been replicated in an independent sample (B-SNIP2). In this presentation we interrogated B-SNIP1 data for whether there is evidence of differential IA patterns as a function of treatment with Clozapine (should be higher) versus Depakote (should be lower). Because Biotype-1 cases are defined by low intrinsic activity, Clozapine should bring them closer to healthy values and Depakote should take them farther from healthy values. Alternatively, because Biotype-2 cases are defined by high intrinsic activity, Clozapine should take them farther from healthy values and Depakote should take them closer to healthy values. Methods For this project, we analyzed ongoing neural activity from 64 EEG sensors during 150 intervals of 10 sec duration from over 1450 B-SNIP subjects. These data were from the inter-trial interval (ITI) of an auditory paired-stimuli task used in Biotypes construction (although the ITI data themselves were not used). Although the subjects were engaged in a task (the counting of the number of presented stimulus pairs), the data used here were not part of the task itself. Data were evaluated for single trial power (an estimate of strength of neural response on individual trials) as a function of frequency of neural oscillations (from 2–50 Hz) over the whole head. Data were then averaged over single trials to yield an estimate of the overall strength of nonspecific (unrelated to sensory processing) neural activity. Probands were also grouped by whether they were treated with either Clozapine or Depakote (but not both). Results When evaluated as a function of DSM psychosis diagnoses (schizophrenia, schizoaffective disorder, bipolar disorder), the 95% confidence intervals for all groups overlapped the healthy group means across all frequencies. When considered by psychosis Biotypes, however, differences were both obvious and statistically significant. In comparison to healthy persons, Biotype-2 probands (the most neurophysiologically activated subgroup based on previous analyses) were notably high on intrinsic neural activity, and Biotype-1 probands (the most cognitively and neurophysiologically compromised subgroup based on previous analysis) were notably low on intrinsic neural activity. Group separations on this metric were better than those obtained with the original intrinsic EEG measure used to construct psychosis Biotypes. Furthermore, Clozapine treatment was associated with higher intrinsic activity, which normalized Biotype-1 but worsened Biotype-2. Depakote treatment was associated with lower intrinsic activity, which normalized Biotype-2 but worsened Biotype-1. When these same biomarker outcomes were considered by DSM diagnoses, the results were less convincing. Conclusions Intrinsic neural activity, quantifiable in numerous ways is an effective metric for capturing a meaningful component of Biotype neurophysiology. This was true across a range of oscillatory frequencies for the probands. Biotypes subgrouping may provide a means for meaningful and clinically useful neuroscience-based predictions of treatment response in psychosis. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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