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1.
Mol Psychiatry ; 29(5): 1382-1391, 2024 May.
Article in English | MEDLINE | ID: mdl-38273110

ABSTRACT

Deficient gamma oscillations in prefrontal cortex (PFC) of individuals with schizophrenia appear to involve impaired inhibitory drive from parvalbumin-expressing interneurons (PVIs). Inhibitory drive from PVIs is regulated, in part, by RNA binding fox-1 homolog 1 (Rbfox1). Rbfox1 is spliced into nuclear or cytoplasmic isoforms, which regulate alternative splicing or stability of their target transcripts, respectively. One major target of cytoplasmic Rbfox1 is vesicle associated membrane protein 1 (Vamp1). Vamp1 mediates GABA release probability from PVIs, and the loss of Rbfox1 reduces Vamp1 levels which in turn impairs cortical inhibition. In this study, we investigated if the Rbfox1-Vamp1 pathway is altered in PVIs in PFC of individuals with schizophrenia by utilizing a novel strategy that combines multi-label in situ hybridization and immunohistochemistry. In the PFC of 20 matched pairs of schizophrenia and comparison subjects, cytoplasmic Rbfox1 protein levels were significantly lower in PVIs in schizophrenia and this deficit was not attributable to potential methodological confounds or schizophrenia-associated co-occurring factors. In a subset of this cohort, Vamp1 mRNA levels in PVIs were also significantly lower in schizophrenia and were predicted by lower cytoplasmic Rbfox1 protein levels across individual PVIs. To investigate the functional impact of Rbfox1-Vamp1 alterations in schizophrenia, we simulated the effect of lower GABA release probability from PVIs on gamma power in a computational model network of pyramidal neurons and PVIs. Our simulations showed that lower GABA release probability reduces gamma power by disrupting network synchrony while minimally affecting network activity. Finally, lower GABA release probability synergistically interacted with lower strength of inhibition from PVIs in schizophrenia to reduce gamma power non-linearly. Together, our findings suggest that the Rbfox1-Vamp1 pathway in PVIs is impaired in schizophrenia and that this alteration likely contributes to deficient PFC gamma power in the illness.


Subject(s)
Interneurons , Prefrontal Cortex , RNA Splicing Factors , Schizophrenia , Vesicle-Associated Membrane Protein 1 , Prefrontal Cortex/metabolism , Humans , Schizophrenia/metabolism , Schizophrenia/genetics , Schizophrenia/physiopathology , RNA Splicing Factors/metabolism , RNA Splicing Factors/genetics , Male , Female , Adult , Vesicle-Associated Membrane Protein 1/metabolism , Vesicle-Associated Membrane Protein 1/genetics , Middle Aged , Interneurons/metabolism , Parvalbumins/metabolism , gamma-Aminobutyric Acid/metabolism , Signal Transduction/physiology , Gamma Rhythm/physiology , RNA, Messenger/metabolism
2.
Res Sq ; 2023 Jun 01.
Article in English | MEDLINE | ID: mdl-37398467

ABSTRACT

Deficient gamma oscillations in prefrontal cortex (PFC) of individuals with schizophrenia appear to involve impaired inhibitory drive from parvalbumin-expressing interneurons (PVIs). Inhibitory drive from PVIs is regulated, in part, by RNA binding fox-1 homolog 1 (Rbfox1). Rbfox1 is spliced into nuclear or cytoplasmic isoforms, which regulate alternative splicing or stability of their target transcripts, respectively. One major target of cytoplasmic Rbfox1 is vesicle associated membrane protein 1 (Vamp1). Vamp1 mediates GABA release probability from PVIs, and the loss of Rbfox1 reduces Vamp1 levels which in turn impairs cortical inhibition. In this study, we investigated if the Rbfox1-Vamp1 pathway is altered in PVIs in PFC of individuals with schizophrenia by utilizing a novel strategy that combines multi-label in situ hybridization and immunohistochemistry. In the PFC of 20 matched pairs of schizophrenia and comparison subjects, cytoplasmic Rbfox1 protein levels were significantly lower in PVIs in schizophrenia and this deficit was not attributable to potential methodological confounds or schizophrenia-associated co-occurring factors. In a subset of this cohort, Vamp1 mRNA levels in PVIs were also significantly lower in schizophrenia and were predicted by lower cytoplasmic Rbfox1 protein levels across individual PVIs. To investigate the functional impact of Rbfox1-Vamp1 alterations in schizophrenia, we simulated the effect of lower GABA release probability from PVIs on gamma power in a computational model network of pyramidal neurons and PVIs. Our simulations showed that lower GABA release probability reduces gamma power by disrupting network synchrony while minimally affecting network activity. Finally, lower GABA release probability synergistically interacted with lower strength of inhibition from PVIs in schizophrenia to reduce gamma power non-linearly. Together, our findings suggest that the Rbfox1-Vamp1 pathway in PVIs is impaired in schizophrenia and that this alteration likely contributes to deficient PFC gamma power in the illness.

3.
Med Image Anal ; 84: 102699, 2023 02.
Article in English | MEDLINE | ID: mdl-36463832

ABSTRACT

The density of mitotic figures (MF) within tumor tissue is known to be highly correlated with tumor proliferation and thus is an important marker in tumor grading. Recognition of MF by pathologists is subject to a strong inter-rater bias, limiting its prognostic value. State-of-the-art deep learning methods can support experts but have been observed to strongly deteriorate when applied in a different clinical environment. The variability caused by using different whole slide scanners has been identified as one decisive component in the underlying domain shift. The goal of the MICCAI MIDOG 2021 challenge was the creation of scanner-agnostic MF detection algorithms. The challenge used a training set of 200 cases, split across four scanning systems. As test set, an additional 100 cases split across four scanning systems, including two previously unseen scanners, were provided. In this paper, we evaluate and compare the approaches that were submitted to the challenge and identify methodological factors contributing to better performance. The winning algorithm yielded an F1 score of 0.748 (CI95: 0.704-0.781), exceeding the performance of six experts on the same task.


Subject(s)
Algorithms , Mitosis , Humans , Neoplasm Grading , Prognosis
4.
Neuropsychopharmacology ; 43(12): 2478-2486, 2018 11.
Article in English | MEDLINE | ID: mdl-30120408

ABSTRACT

Working memory requires the activity of parvalbumin (PV) interneurons in the dorsolateral prefrontal cortex (DLPFC). Impaired working memory and lower PV expression in the DLPFC are reported in schizophrenia and to a lesser degree in mood disorders. We previously proposed that activity-dependent PV expression is lower in schizophrenia due to a shift in the splicing of erb-b2 receptor tyrosine kinase 4 (ErbB4) transcripts from major to inactive minor variants that reduces excitatory drive to PV interneurons. Here, we tested the hypothesis that the degree of major-to-minor shift in ErbB4 splicing predicts the level of PV expression across schizophrenia and mood disorders. Levels of ErbB4 splice variants and PV mRNA were quantified by PCR in the DLPFC from 40 matched tetrads (N = 160 subjects) of schizophrenia, bipolar disorder (BD), major depressive disorder (MDD), and unaffected comparison subjects. Relative to unaffected comparison subjects, the magnitude of increases in minor variant levels and decreases in major variant levels was greatest in schizophrenia, intermediate in BD, and least in MDD. The same rank order was present for the magnitude of increases in the composite splicing score, which reflects the degree of major-to-minor shift across all ErbB4 splice loci, and for the magnitude of deficient PV expression. Finally, the composite splicing score negatively predicted PV expression across all subject groups. Together, these findings demonstrate a shared relationship between ErbB4 splicing and PV expression and suggest that scaling of the major-to-minor shift in ErbB4 splicing may influence the severity of deficient PV interneuron activity across diagnoses.


Subject(s)
Interneurons/metabolism , Mood Disorders/metabolism , Parvalbumins/biosynthesis , Receptor, ErbB-4/biosynthesis , Schizophrenia/metabolism , Adult , Female , Humans , Male , Middle Aged , Mood Disorders/genetics , Mood Disorders/physiopathology , Parvalbumins/genetics , Protein Isoforms/genetics , Receptor, ErbB-4/genetics , Schizophrenia/genetics , Schizophrenia/physiopathology
5.
Hum Mol Genet ; 27(18): 3165-3176, 2018 09 15.
Article in English | MEDLINE | ID: mdl-29893844

ABSTRACT

Autophagy plays an essential role in intracellular degradation and maintenance of cellular homeostasis in all cells, including neurons. Although a recent study reported a copy number variation of Ulk2, a gene essential for initiating autophagy, associated with a case of schizophrenia (SZ), it remains to be studied whether Ulk2 dysfunction could underlie the pathophysiology of the disease. Here we show that Ulk2 heterozygous (Ulk2+/-) mice have upregulated expression of sequestosome-1/p62, an autophagy-associated stress response protein, predominantly in pyramidal neurons of the prefrontal cortex (PFC), and exhibit behavioral deficits associated with the PFC functions, including attenuated sensorimotor gating and impaired cognition. Ulk2+/- neurons showed imbalanced excitatory-inhibitory neurotransmission, due in part to selective down-modulation of gamma-aminobutyric acid (GABA)A receptor surface expression in pyramidal neurons. Genetically reducing p62 gene dosage or suppressing p62 protein levels with an autophagy-inducing agent restored the GABAA receptor surface expression and rescued the behavioral deficits in Ulk2+/- mice. Moreover, expressing a short peptide that specifically interferes with the interaction of p62 and GABAA receptor-associated protein, a protein that regulates endocytic trafficking of GABAA receptors, also restored the GABAA receptor surface expression and rescued the behavioral deficits in Ulk2+/- mice. Thus, the current study reveals a novel mechanism linking deregulated autophagy to functional disturbances of the nervous system relevant to SZ, through regulation of GABAA receptor surface presentation in pyramidal neurons.


Subject(s)
Autophagy/genetics , Protein Serine-Threonine Kinases/genetics , Schizophrenia/genetics , Sequestosome-1 Protein/genetics , Animals , DNA Copy Number Variations/genetics , Gene Expression Regulation/genetics , Humans , Mice , Peptides/genetics , Prefrontal Cortex/metabolism , Prefrontal Cortex/pathology , Protein Transport/genetics , Pyramidal Cells/metabolism , Pyramidal Cells/pathology , Receptors, GABA-A/genetics , Schizophrenia/physiopathology , Synaptic Transmission/genetics
6.
Transl Psychiatry ; 8(1): 81, 2018 04 18.
Article in English | MEDLINE | ID: mdl-29666369

ABSTRACT

There is growing evidence that lithium used in the treatment of bipolar disorder (BD) affects molecular targets that are involved in neuronal growth, survival, and maturation, but it remains unclear if neuronal alterations in any of these molecules predict specific symptom changes in BD patients undergoing lithium monotherapy. The goals of this study were to (a) determine which molecular changes in the olfactory neurons of symptomatic patients receiving lithium are associated with antimanic or antidepressant response, and (b) uncover novel intraneuronal regulatory mechanisms of lithium therapy. Twenty-two treatment-naïve non-smoking patients, with symptomatic BD underwent nasal biopsies for collection of olfactory tissues, prior to their treatment and following a 6-week course of lithium monotherapy. Sixteen healthy controls were also biopsied. Combining laser capture microdissection with real-time polymerase chain reaction, we investigated baseline and treatment-associated transcriptional changes in candidate molecular targets of lithium action in the olfactory neuroepithelium. Baseline mRNA levels of glycogen synthase kinase 3 beta (GSK3ß) and collapsin response mediator protein 1 (CRMP1) genes were significantly associated with BD status and with severity of mood symptoms. Among BD subjects, treatment-associated downregulation of CRMP1 expression was most predictive of decreases in both manic and depressive symptoms. This study provides a novel insight into the relevance of CRMP1, a key molecule in semaphorin-3A signaling during neurodevelopment, in the molecular mechanism of action of lithium, and in the pathophysiology of BD. It supports the use of human-derived olfactory neuronal tissues in the evaluation of treatment response of psychiatric disorders.


Subject(s)
Antidepressive Agents/therapeutic use , Antimanic Agents/therapeutic use , Bipolar Disorder , Lithium/therapeutic use , Nerve Tissue Proteins/metabolism , Neuroepithelial Cells/metabolism , Adult , Affect , Bipolar Disorder/drug therapy , Bipolar Disorder/metabolism , Bipolar Disorder/psychology , Female , Gene Expression , Glycogen Synthase Kinase 3 beta/metabolism , Humans , Male , Middle Aged , Olfactory Mucosa/cytology , Olfactory Mucosa/metabolism , Severity of Illness Index
7.
Trends Mol Med ; 23(2): 100-103, 2017 02.
Article in English | MEDLINE | ID: mdl-28108112

ABSTRACT

Capturing both dynamic changes (state) and persistent signatures (trait) directly associated with disease at the molecular level is crucial in modern medicine. The olfactory neural epithelium, easily accessible in clinical settings, is a promising surrogate model in translational brain medicine, complementing the limitations in current engineered cell models.


Subject(s)
Neurosciences/methods , Olfactory Mucosa/cytology , Olfactory Receptor Neurons/cytology , Animals , Cell Culture Techniques/methods , Central Nervous System Diseases/pathology , Drug Discovery , Humans , Laser Capture Microdissection/methods
8.
Hum Mol Genet ; 25(12): 2514-2524, 2016 06 15.
Article in English | MEDLINE | ID: mdl-27206983

ABSTRACT

p53 has been implicated in the pathophysiology of Huntington's disease (HD). Nonetheless, the molecular mechanism of how p53 may play a unique role in the pathology remains elusive. To address this question at the molecular and cellular biology levels, we initially screened differentially expressed molecules specifically dependent on p53 in a HD animal model. Among the candidate molecules, wild-type p53-induced gene 1 (Wig1) is markedly upregulated in the cerebral cortex of HD patients. Wig1 preferentially upregulates the level of mutant Huntingtin (Htt) compared with wild-type Htt. This allele-specific characteristic of Wig1 is likely to be explained by higher affinity binding to mutant Htt transcripts than normal counterpart for the stabilization. Knockdown of Wig1 level significantly ameliorates mutant Htt-elicited cytotoxicity and aggregate formation. Together, we propose that Wig1, a key p53 downstream molecule in HD condition, play an important role in stabilizing mutant Htt mRNA and thereby accelerating HD pathology in the mHtt-p53-Wig1 positive feedback manner.


Subject(s)
Carrier Proteins/biosynthesis , Huntingtin Protein/genetics , Huntington Disease/genetics , Nuclear Proteins/biosynthesis , Tumor Suppressor Protein p53/genetics , Adult , Aged , Aged, 80 and over , Alleles , Animals , Autopsy , Carrier Proteins/genetics , Cerebral Cortex/metabolism , Cerebral Cortex/physiology , Disease Models, Animal , Female , Gene Expression Regulation , Gene Knockdown Techniques , Humans , Huntington Disease/pathology , Male , Mice , Middle Aged , Mutant Proteins/genetics , Nuclear Proteins/genetics , RNA, Messenger/genetics , RNA-Binding Proteins
9.
Nat Commun ; 6: 10118, 2015 Dec 11.
Article in English | MEDLINE | ID: mdl-26656849

ABSTRACT

Neuregulin-1 (NRG1) and its receptor ErbB4 influence several processes of neurodevelopment, but the mechanisms regulating this signalling in the mature brain are not well known. DISC1 is a multifunctional scaffold protein that mediates many cellular processes. Here we present a functional relationship between DISC1 and NRG1-ErbB4 signalling in mature cortical interneurons. By cell type-specific gene modulation in vitro and in vivo including in a mutant DISC1 mouse model, we demonstrate that DISC1 inhibits NRG1-induced ErbB4 activation and signalling. This effect is likely mediated by competitive inhibition of binding of ErbB4 to PSD95. Finally, we show that interneuronal DISC1 affects NRG1-ErbB4-mediated phenotypes in the fast spiking interneuron-pyramidal neuron circuit. Post-mortem brain analyses and some genetic studies have reported interneuronal deficits and involvement of the DISC1, NRG1 and ErbB4 genes in schizophrenia, respectively. Our results suggest a mechanism by which cross-talk between DISC1 and NRG1-ErbB4 signalling may contribute to these deficits.


Subject(s)
Interneurons/physiology , Nerve Tissue Proteins/metabolism , Neuregulin-1/metabolism , Receptor, ErbB-4/metabolism , Synapses/physiology , Animals , Cells, Cultured , Cerebral Cortex , Humans , Mice , Nerve Tissue Proteins/genetics , Neuregulin-1/genetics , Rats , Rats, Sprague-Dawley , Receptor, ErbB-4/genetics , Signal Transduction/physiology
10.
J Am Soc Hypertens ; 8(12): 921-9, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25492836

ABSTRACT

Humans spend a third of their lives asleep. A well-balanced synchrony between sleep and wakefulness is needed to maintain a healthy lifestyle. Optimal sleep is based on an individual's inherent sleep requirement and circadian rhythm. If either one or both of these critical elements are disrupted, daytime dysfunction, non-restorative sleep, and/or reduced sense of well-being may result. While the medical community is more familiar with sleep disorders such as sleep apnea, insomnia, and narcolepsy, circadian rhythm sleep wake disorders (CRSWDs) are less known, despite these being common within the general population. CRSWDs are comprised of the following: shiftwork disorder, delayed sleep phase disorder, advanced sleep phase disorder, jet lag disorder, non-24-hour sleep-wake disorder, and irregular sleep-wake rhythm disorder. In general, a CRSWD results when there is misalignment between the sleep pattern and the desired sleep schedule, dictated by work, family, and social schedules. Subsequently, patients have difficulty falling asleep, maintaining sleep, and/or experience poor quality sleep predisposing them to insomnia or excessive sleepiness. In this article, we review the core concepts related to sleep, and sleep deprivation in the context of CRSWDs.


Subject(s)
Cardiovascular Diseases/etiology , Cardiovascular Diseases/physiopathology , Chronobiology Disorders/complications , Chronobiology Disorders/physiopathology , Humans
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