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1.
Mol Psychiatry ; 27(11): 4510-4525, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36056172

ABSTRACT

Depression and anxiety are major global health burdens. Although SSRIs targeting the serotonergic system are prescribed over 200 million times annually, they have variable therapeutic efficacy and side effects, and mechanisms of action remain incompletely understood. Here, we comprehensively characterise the molecular landscape of gene regulatory changes associated with fluoxetine, a widely-used SSRI. We performed multimodal analysis of SSRI response in 27 mammalian brain regions using 310 bulk RNA-seq and H3K27ac ChIP-seq datasets, followed by in-depth characterisation of two hippocampal regions using single-cell RNA-seq (20 datasets). Remarkably, fluoxetine induced profound region-specific shifts in gene expression and chromatin state, including in the nucleus accumbens shell, locus coeruleus and septal areas, as well as in more well-studied regions such as the raphe and hippocampal dentate gyrus. Expression changes were strongly enriched at GWAS loci for depression and antidepressant drug response, stressing the relevance to human phenotypes. We observed differential expression at dozens of signalling receptors and pathways, many of which are previously unknown. Single-cell analysis revealed stark differences in fluoxetine response between the dorsal and ventral hippocampal dentate gyri, particularly in oligodendrocytes, mossy cells and inhibitory neurons. Across diverse brain regions, integrative omics analysis consistently suggested increased energy metabolism via oxidative phosphorylation and mitochondrial changes, which we corroborated in vitro; this may thus constitute a shared mechanism of action of fluoxetine. Similarly, we observed pervasive chromatin remodelling signatures across the brain. Our study reveals unexpected regional and cell type-specific heterogeneity in SSRI action, highlights under-studied brain regions that may play a major role in antidepressant response, and provides a rich resource of candidate cell types, genes, gene regulatory elements and pathways for mechanistic analysis and identifying new therapeutic targets for depression and anxiety.


Subject(s)
Chromatin Assembly and Disassembly , Fluoxetine , Humans , Antidepressive Agents/pharmacology , Brain/metabolism , Energy Metabolism/genetics , Fluoxetine/pharmacology , Fluoxetine/metabolism , Mammals , Multiomics , Animals
2.
Nat Commun ; 12(1): 979, 2021 02 12.
Article in English | MEDLINE | ID: mdl-33579912

ABSTRACT

Glioblastoma (GBM) is a deadly cancer in which cancer stem cells (CSCs) sustain tumor growth and contribute to therapeutic resistance. Protein arginine methyltransferase 5 (PRMT5) has recently emerged as a promising target in GBM. Using two orthogonal-acting inhibitors of PRMT5 (GSK591 or LLY-283), we show that pharmacological inhibition of PRMT5 suppresses the growth of a cohort of 46 patient-derived GBM stem cell cultures, with the proneural subtype showing greater sensitivity. We show that PRMT5 inhibition causes widespread disruption of splicing across the transcriptome, particularly affecting cell cycle gene products. We identify a GBM splicing signature that correlates with the degree of response to PRMT5 inhibition. Importantly, we demonstrate that LLY-283 is brain-penetrant and significantly prolongs the survival of mice with orthotopic patient-derived xenografts. Collectively, our findings provide a rationale for the clinical development of brain penetrant PRMT5 inhibitors as treatment for GBM.


Subject(s)
Antineoplastic Agents/pharmacology , Brain Neoplasms/metabolism , Glioblastoma/metabolism , Protein-Arginine N-Methyltransferases/metabolism , Animals , Apoptosis , Brain Neoplasms/drug therapy , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Cell Cycle , Cell Line, Tumor , Cell Proliferation/drug effects , Drug Discovery , Epigenomics , Female , Gene Expression Regulation, Neoplastic , Glioblastoma/drug therapy , Glioblastoma/genetics , Glioblastoma/pathology , Humans , Mice , Neoplastic Stem Cells/metabolism , Protein-Arginine N-Methyltransferases/drug effects , Protein-Arginine N-Methyltransferases/genetics , RNA Splicing , Xenograft Model Antitumor Assays
3.
Elife ; 102021 01 11.
Article in English | MEDLINE | ID: mdl-33427645

ABSTRACT

Chromatin accessibility discriminates stem from mature cell populations, enabling the identification of primitive stem-like cells in primary tumors, such as glioblastoma (GBM) where self-renewing cells driving cancer progression and recurrence are prime targets for therapeutic intervention. We show, using single-cell chromatin accessibility, that primary human GBMs harbor a heterogeneous self-renewing population whose diversity is captured in patient-derived glioblastoma stem cells (GSCs). In-depth characterization of chromatin accessibility in GSCs identifies three GSC states: Reactive, Constructive, and Invasive, each governed by uniquely essential transcription factors and present within GBMs in varying proportions. Orthotopic xenografts reveal that GSC states associate with survival, and identify an invasive GSC signature predictive of low patient survival, in line with the higher invasive properties of Invasive state GSCs compared to Reactive and Constructive GSCs as shown by in vitro and in vivo assays. Our chromatin-driven characterization of GSC states improves prognostic precision and identifies dependencies to guide combination therapies.


Subject(s)
Cell Self Renewal , Chromatin/metabolism , Glioblastoma/secondary , Neoplastic Stem Cells/physiology , Cell Line, Tumor , Female , Humans , Male , Single-Cell Analysis
4.
Nat Cancer ; 2(2): 157-173, 2021 02.
Article in English | MEDLINE | ID: mdl-35122077

ABSTRACT

Glioblastomas harbor diverse cell populations, including rare glioblastoma stem cells (GSCs) that drive tumorigenesis. To characterize functional diversity within this population, we performed single-cell RNA sequencing on >69,000 GSCs cultured from the tumors of 26 patients. We observed a high degree of inter- and intra-GSC transcriptional heterogeneity that could not be fully explained by DNA somatic alterations. Instead, we found that GSCs mapped along a transcriptional gradient spanning two cellular states reminiscent of normal neural development and inflammatory wound response. Genome-wide CRISPR-Cas9 dropout screens independently recapitulated this observation, with each state characterized by unique essential genes. Further single-cell RNA sequencing of >56,000 malignant cells from primary tumors found that the majority organize along an orthogonal astrocyte maturation gradient yet retain expression of founder GSC transcriptional programs. We propose that glioblastomas grow out of a fundamental GSC-based neural wound response transcriptional program, which is a promising target for new therapy development.


Subject(s)
Brain Neoplasms , Glioblastoma , Brain Neoplasms/genetics , Carcinogenesis/genetics , Glioblastoma/genetics , Humans , Neoplastic Stem Cells/metabolism
5.
Nature ; 549(7671): 227-232, 2017 09 14.
Article in English | MEDLINE | ID: mdl-28854171

ABSTRACT

Human glioblastomas harbour a subpopulation of glioblastoma stem cells that drive tumorigenesis. However, the origin of intratumoural functional heterogeneity between glioblastoma cells remains poorly understood. Here we study the clonal evolution of barcoded glioblastoma cells in an unbiased way following serial xenotransplantation to define their individual fate behaviours. Independent of an evolving mutational signature, we show that the growth of glioblastoma clones in vivo is consistent with a remarkably neutral process involving a conserved proliferative hierarchy rooted in glioblastoma stem cells. In this model, slow-cycling stem-like cells give rise to a more rapidly cycling progenitor population with extensive self-maintenance capacity, which in turn generates non-proliferative cells. We also identify rare 'outlier' clones that deviate from these dynamics, and further show that chemotherapy facilitates the expansion of pre-existing drug-resistant glioblastoma stem cells. Finally, we show that functionally distinct glioblastoma stem cells can be separately targeted using epigenetic compounds, suggesting new avenues for glioblastoma-targeted therapy.


Subject(s)
Cell Differentiation , Cell Lineage , Cell Tracking , Glioblastoma/pathology , Neoplastic Stem Cells/pathology , Animals , Cell Differentiation/drug effects , Cell Lineage/drug effects , Cell Proliferation , Clone Cells/drug effects , Clone Cells/pathology , Epigenesis, Genetic , Female , Glioblastoma/drug therapy , Heterografts , Humans , Mice , Neoplasm Invasiveness , Neoplasm Transplantation , Neoplastic Stem Cells/drug effects , Phenotype , Stochastic Processes
6.
Psychol Sci ; 17(1): 1-6, 2006 Jan.
Article in English | MEDLINE | ID: mdl-16371136

ABSTRACT

We offer a framework for understanding how color operates to improve visual memory for images of the natural environment, and we present an extensive data set that quantifies the contribution of color in the encoding and recognition phases. Using a continuous recognition task with colored and monochrome gray-scale images of natural scenes at short exposure durations, we found that color enhances recognition memory by conferring an advantage during encoding and by strengthening the encoding-specificity effect. Furthermore, because the pattern of performance was similar at all exposure durations, and because form and color are processed in different areas of cortex, the results imply that color must be bound as an integral part of the representation at the earliest stages of processing.


Subject(s)
Color Perception , Environment , Mental Recall , Nature , Pattern Recognition, Visual , Serial Learning , Adult , Association Learning , Attention , Female , Humans , Linear Models , Male , Perceptual Masking , Psychomotor Performance , Psychophysics , Reaction Time , Retention, Psychology
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