scholarly journals Evolutionary conservation and divergence of human brain co-expression networks

2020 ◽  
Author(s):  
WG Pembroke ◽  
CL Hartl ◽  
DH Geschwind
Keyword(s):  
Human Brain ◽  
Mouse Models ◽  
Disease Modeling ◽  
Disease Risk ◽  
Sequence Divergence ◽  
Cell Types ◽  
Regulatory Sequence ◽  
Loss Of Function ◽  
Regional Patterns

AbstractMouse models have allowed for the direct interrogation of genetic effects on molecular, physiological and behavioral brain phenotypes. However, it is unknown to what extent neurological or psychiatric traits may be human or primate-specific and therefore, which components can be faithfully recapitulated in mouse models. We identify robust co-expression modules reflecting whole brain and regional patterns of gene expression and compare conservation of co-expression in 116 independent data sets derived from human, mouse and non-human primate representing more than 15,000 total samples. We observe greater co-expression changes occurring on the human lineage than mouse, and substantial regional variation that highlights cerebral cortex as the most diverged region. Cell type specific modules are the most divergent across the brain, compared with those that represent basic metabolic processes. Among these, glia are the most divergent, three times that of neurons. We show that regulatory sequence divergence explains a significant fraction of co-expression divergence. Similarly, protein coding sequence constraint parallels co-expression conservation, such that genes with loss of function intolerance are enriched in neuronal, rather than glial modules. We also identify dozens of human disease risk genes, such as COMT, PSEN-1, LRRK2, and SNCA, with highly divergent co-expression between mouse and primates or human. We show that 3D human brain organoids recapitulate in vivo co-expression modules representing several human cell types, which along with our analysis of human-mouse disease gene divergence, serve as a foundational resource to guide disease modeling and its interpretation.

scholarly journals Evolutionary conservation and divergence of the human brain transcriptome

2021 ◽  
Vol 22 (1) ◽  
Author(s):  
William G. Pembroke ◽  
Christopher L. Hartl ◽  
Daniel H. Geschwind
Keyword(s):  
Human Brain ◽  
Mouse Models ◽  
Disease Modeling ◽  
Disease Risk ◽  
Sequence Divergence ◽  
Regulatory Sequence ◽  
Loss Of Function ◽  
Cell Type ◽  
Regional Patterns

Abstract Background Mouse models have allowed for the direct interrogation of genetic effects on molecular, physiological, and behavioral brain phenotypes. However, it is unknown to what extent neurological or psychiatric traits may be human- or primate-specific and therefore which components can be faithfully recapitulated in mouse models. Results We compare conservation of co-expression in 116 independent data sets derived from human, mouse, and non-human primate representing more than 15,000 total samples. We observe greater changes occurring on the human lineage than mouse, and substantial regional variation that highlights cerebral cortex as the most diverged region. Glia, notably microglia, astrocytes, and oligodendrocytes are the most divergent cell type, three times more on average than neurons. We show that cis-regulatory sequence divergence explains a significant fraction of co-expression divergence. Moreover, protein coding sequence constraint parallels co-expression conservation, such that genes with loss of function intolerance are enriched in neuronal, rather than glial modules. We identify dozens of human neuropsychiatric and neurodegenerative disease risk genes, such as COMT, PSEN-1, LRRK2, SHANK3, and SNCA, with highly divergent co-expression between mouse and human and show that 3D human brain organoids recapitulate in vivo co-expression modules representing several human cell types. Conclusions We identify robust co-expression modules reflecting whole-brain and regional patterns of gene expression. Compared with those that represent basic metabolic processes, cell-type-specific modules, most prominently glial modules, are the most divergent between species. These data and analyses serve as a foundational resource to guide human disease modeling and its interpretation.

scholarly journals In vivo Perturb-Seq reveals neuronal and glial abnormalities associated with autism risk genes

Science ◽  
2020 ◽  
Vol 370 (6520) ◽  
pp. eaaz6063 ◽  
Author(s):  
Xin Jin ◽  
Sean K. Simmons ◽  
Amy Guo ◽  
Ashwin S. Shetty ◽  
Michelle Ko ◽  
...  
Keyword(s):  
De Novo ◽  
Disease Risk ◽  
Cell Types ◽  
Autism Spectrum ◽  
Loss Of Function ◽  
Risk Genes ◽  
Cellular Effects ◽  
Gene Modules ◽  
Conserved Gene

The number of disease risk genes and loci identified through human genetic studies far outstrips the capacity to systematically study their functions. We applied a scalable genetic screening approach, in vivo Perturb-Seq, to functionally evaluate 35 autism spectrum disorder/neurodevelopmental delay (ASD/ND) de novo loss-of-function risk genes. Using CRISPR-Cas9, we introduced frameshift mutations in these risk genes in pools, within the developing mouse brain in utero, followed by single-cell RNA-sequencing of perturbed cells in the postnatal brain. We identified cell type–specific and evolutionarily conserved gene modules from both neuronal and glial cell classes. Recurrent gene modules and cell types are affected across this cohort of perturbations, representing key cellular effects across sets of ASD/ND risk genes. In vivo Perturb-Seq allows us to investigate how diverse mutations affect cell types and states in the developing organism.

scholarly journals Role of SHH in Patterning Human Pluripotent Cells towards Ventral Forebrain Fates

Cells ◽  
2021 ◽  
Vol 10 (4) ◽  
pp. 914
Author(s):  
Melanie V. Brady ◽  
Flora M. Vaccarino
Keyword(s):  
Stem Cell ◽  
Human Brain ◽  
Human Development ◽  
Disease Modeling ◽  
Model Systems ◽  
Advantages And Disadvantages ◽  
Technical Ability ◽  
Cellular Phenotypes

The complexities of human neurodevelopment have historically been challenging to decipher but continue to be of great interest in the contexts of healthy neurobiology and disease. The classic animal models and monolayer in vitro systems have limited the types of questions scientists can strive to answer in addition to the technical ability to answer them. However, the tridimensional human stem cell-derived organoid system provides the unique opportunity to model human development and mimic the diverse cellular composition of human organs. This strategy is adaptable and malleable, and these neural organoids possess the morphogenic sensitivity to be patterned in various ways to generate the different regions of the human brain. Furthermore, recapitulating human development provides a platform for disease modeling. One master regulator of human neurodevelopment in many regions of the human brain is sonic hedgehog (SHH), whose expression gradient and pathway activation are responsible for conferring ventral identity and shaping cellular phenotypes throughout the neural axis. This review first discusses the benefits, challenges, and limitations of using organoids for studying human neurodevelopment and disease, comparing advantages and disadvantages with other in vivo and in vitro model systems. Next, we explore the range of control that SHH exhibits on human neurodevelopment, and the application of SHH to various stem cell methodologies, including organoids, to expand our understanding of human development and disease. We outline how this strategy will eventually bring us much closer to uncovering the intricacies of human neurodevelopment and biology.

scholarly journals Assessment of phagocytic activity in live macrophages-tumor cells co-cultures by Confocal and Nomarski Microscopy

2017 ◽  
Vol 2 (1) ◽  
Author(s):  
Dalia Martinez-Marin ◽  
Courtney Jarvis ◽  
Thomas Nelius ◽  
Stéphanie Filleur
Keyword(s):  
Tumor Microenvironment ◽  
Tumor Cells ◽  
Phagocytic Activity ◽  
Molecular Mechanisms ◽  
Cell Types ◽  
Functional Assay ◽  
Loss Of Function ◽  
Multiple Cancer

Abstract Macrophages have been recognized as the main inflammatory component of the tumor microenvironment. Although often considered as beneficial for tumor growth and disease progression, tumor-associated macrophages have also been shown to be detrimental to the tumor depending on the tumor microenvironment. Therefore, understanding the molecular interactions between macrophages and tumor cells in relation to macrophages functional activities such as phagocytosis is critical for a better comprehension of their tumor-modulating action. Still, the characterization of these molecular mechanisms in vivo remains complicated due to the extraordinary complexity of the tumor microenvironment and the broad range of tumor-associated macrophage functions. Thus, there is an increasing demand for in vitro methodologies to study the role of cell–cell interactions in the tumor microenvironment. In the present study, we have developed live co-cultures of macrophages and human prostate tumor cells to assess the phagocytic activity of macrophages using a combination of Confocal and Nomarski Microscopy. Using this model, we have emphasized that this is a sensitive, measurable, and highly reproducible functional assay. We have also highlighted that this assay can be applied to multiple cancer cell types and used as a selection tool for a variety of different types of phagocytosis agonists. Finally, combining with other studies such as gain/loss of function or signaling studies remains possible. A better understanding of the interactions between tumor cells and macrophages may lead to the identification of new therapeutic targets against cancer.

scholarly journals Long Term Pharmacological Perturbation of Autophagy in Mice: Are HCQ Injections a Relevant Choice?

Biomedicines ◽  
2020 ◽  
Vol 8 (3) ◽  
pp. 47 ◽  
Author(s):  
Jean-Daniel Masson ◽  
Benoit Blanchet ◽  
Baptiste Periou ◽  
François-Jérôme Authier ◽  
Baharia Mograbi ◽  
...  
Keyword(s):  
Mouse Models ◽  
In Vivo Studies ◽  
Loss Of Function ◽  
Evolutionarily Conserved ◽  
Atg Genes ◽  
Conditional Inhibition ◽  
The Impact ◽  
Catabolic Process

Macroautophagy (hereafter referred to as autophagy) is an evolutionarily conserved catabolic process whose loss-of-function has been linked to a growing list of pathologies. Knockout mouse models of key autophagy genes have been instrumental in the demonstration of the critical functions of autophagy, but they display early lethality, neurotoxicity and unwanted autophagy-independent phenotypes, limiting their applications for in vivo studies. To avoid problems encountered with autophagy-null transgenic mice, we investigated the possibility of disturbing autophagy pharmacologically in the long term. Hydroxychloroquine (HCQ) ip injections were done in juvenile and adult C57bl/6j mice, at range doses adapted from the human malaria prophylactic treatment. The impact on autophagy was assessed by western-blotting, and juvenile neurodevelopment and adult behaviours were evaluated for four months. Quite surprisingly, our results showed that HCQ treatment in conditions used in this study neither impacted autophagy in the long term in several tissues and organs nor altered neurodevelopment, adult behaviour and motor capabilities. Therefore, we recommend for future long-term in vivo studies of autophagy, to use genetic mouse models allowing conditional inhibition of selected Atg genes in appropriate lineage cells instead of HCQ treatment, until it could be successfully revisited using higher HCQ doses and/or frequencies with acceptable toxicity.

scholarly journals Macroautophagy is dispensable for growth of KRAS mutant tumors and chloroquine efficacy

2015 ◽  
Vol 113 (1) ◽  
pp. 182-187 ◽  
Author(s):  
Christina H. Eng ◽  
Zuncai Wang ◽  
Diane Tkach ◽  
Lourdes Toral-Barza ◽  
Savuth Ugwonali ◽  
...  
Keyword(s):  
Anticancer Agents ◽  
Kinase Inhibitors ◽  
Cell Types ◽  
Loss Of Function ◽  
Growth And Survival ◽  
Oncogenic Mutations ◽  
Cellular Context ◽  
Genetic Stratification

Macroautophagy is a key stress-response pathway that can suppress or promote tumorigenesis depending on the cellular context. Notably, Kirsten rat sarcoma (KRAS)-driven tumors have been reported to rely on macroautophagy for growth and survival, suggesting a potential therapeutic approach of using autophagy inhibitors based on genetic stratification. In this study, we evaluated whether KRAS mutation status can predict the efficacy to macroautophagy inhibition. By profiling 47 cell lines with pharmacological and genetic loss-of-function tools, we were unable to confirm that KRAS-driven tumor lines require macroautophagy for growth. Deletion of autophagy-related 7 (ATG7) by genome editing completely blocked macroautophagy in several tumor lines with oncogenic mutations in KRAS but did not inhibit cell proliferation in vitro or tumorigenesis in vivo. Furthermore, ATG7 knockout did not sensitize cells to irradiation or to several anticancer agents tested. Interestingly, ATG7-deficient and -proficient cells were equally sensitive to the antiproliferative effect of chloroquine, a lysosomotropic agent often used as a pharmacological tool to evaluate the response to macroautophagy inhibition. Moreover, both cell types manifested synergistic growth inhibition when treated with chloroquine plus the tyrosine kinase inhibitors erlotinib or sunitinib, suggesting that the antiproliferative effects of chloroquine are independent of its suppressive actions on autophagy.

Role of Notch Signaling in Hematopoietic Stem Cell Function

Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. SCI-15-SCI-15
Author(s):  
Lluis Espinosa ◽  
Anna Bigas
Keyword(s):  
Stem Cell ◽  
Cell Function ◽  
Conflicts Of Interest ◽  
Notch Pathway ◽  
Cell Types ◽  
Loss Of Function ◽  
Hematopoietic Stem ◽  
On Chip ◽  
Stem Cell Populations

Abstract Abstract SCI-15 The Notch pathway controls the generation of different cell types in most tissues including blood, and dysregulation of this pathway is strongly associated with oncogenic processes. In many systems, Notch is also required for the maintenance of the stem cell populations. However, in the adult hematopoietic system this link between Notch and stemness has not been established. Instead, work of several groups, including ours, has clearly demonstrated that Notch has a prominent role in the generation of hematopoietic stem cells (HSC) during embryonic development. Although the first wave of blood cells appears in the mouse embryo around day 7.5 of development and is independent of Notch function, embryonic HSC are formed around day 10 of development from endothelial-like progenitors that reside in the embryonic aorta surrounded by the gonad and mesonephros, also called AGM region. By analyzing different Notch pathway mutant mouse embryos, we have demonstrated the involvement of the Jagged1-Notch1-GATA2 axis in this event. However, the formal demonstration that Notch regulates the GATA2 gene during HSC generation is still lacking. We have now found that GATA2 is a direct Notch target in vivo during embryonic HSC generation. However, whereas Notch positively activates GATA2 transcription in the HSC precursors, it simultaneously activates hes1 transcription, which acts a repressor of the same GATA2 gene. This finding directly implicates hes1 in the regulation of HSC development although further studies using loss-of-function mutant embryos are still needed. Altogether, our results indicate that both Notch and hes1 are required to finely regulate the levels, distribution, and likely the timing of GATA2 expression through an incoherent feed-forward loop. In parallel, we have identified other downstream targets of Notch in the AGM region by ChIP-on-chip and expression microarray analysis that we are currently characterizing. Disclosures: No relevant conflicts of interest to declare.

scholarly journals Neural plate targeting by in utero nanoinjection (NEPTUNE) reveals a role for Sptbn2 in neurulation and abdominal wall closure

2020 ◽  
Author(s):  
Katrin Mangold ◽  
Jan Mašek ◽  
Jingyan He ◽  
Urban Lendahl ◽  
Elaine Fuchs ◽  
...  
Keyword(s):  
Cost Effective ◽  
Cell Types ◽  
Neural Plate ◽  
Spinocerebellar Ataxia Type ◽  
Loss Of Function ◽  
Conditional Expression ◽  
Cost Effective Technique ◽  
The Brain

ABSTRACTGene variants associated with disease are efficiently identified with whole genome sequencing or GWAS, but validation in vivo lags behind. We developed NEPTUNE (neural plate targeting by in utero nanoinjection), to rapidly and flexibly introduce gene expression-modifying viruses to the embryonic murine neural plate prior to neurulation, to target the future adult nervous system. Stable integration in >95% of cells in the brain enabled long-term gain- or loss-of-function, and conditional expression was achieved using mini-promotors for cell types of interest. Using NEPTUNE, we silenced Sptbn2, a gene associated with Spinocerebellar ataxia type 5 (SCA5) in humans. Silencing of Sptbn2 induced severe neural tube defects and embryo resorption, suggesting that SPTBN2 in-frame and missense deletions in SCA5 reflect hypomorphic or neomorphic functions, not loss of function. In conclusion, NEPTUNE offers a novel, rapid and cost-effective technique to test gene function in brain development, and can reveal loss of function phenotypes incompatible with life.

scholarly journals Rapid and specific degradation of endogenous proteins in mouse models using auxin-inducible degrons

2022 ◽  
Author(s):  
Lewis A Macdonald ◽  
Gillian C A Taylor ◽  
Jennifer M Brisbane ◽  
Ersi Christodoulou ◽  
Lucy Scott ◽  
...  
Keyword(s):  
Mouse Models ◽  
Protein Function ◽  
Mammalian Cells ◽  
Degradation Kinetics ◽  
Cell Types ◽  
Mouse Genetics ◽  
Chemical Genetic ◽  
Endogenous Proteins ◽  
Specific Degradation

Auxin-inducible degrons are a chemical genetic tool for targeted protein degradation and are widely used to study protein function in cultured mammalian cells. Here we develop CRISPR-engineered mouse lines that enable rapid and highly specific degradation of tagged endogenous proteins in vivo. Most but not all cell types are competent for degradation. Using mouse genetics, we show that degradation kinetics depend upon the dose of the tagged protein, ligand, and the E3 ligase subunit Tir1. Rapid degradation of condensin I and condensin II, two essential regulators of mitotic chromosome structure, revealed that both complexes are individually required for cell division in precursor lymphocytes, but not in their differentiated peripheral lymphocyte derivatives. This generalisable approach provides unprecedented temporal control over the dose of endogenous proteins in mouse models, with implications for studying essential biological pathways and modelling drug activity in mammalian tissues.

scholarly journals Human Organoids for Predictive Toxicology Research and Drug Development

2021 ◽  
Vol 12 ◽  
Author(s):  
Toshikatsu Matsui ◽  
Tadahiro Shinozawa
Keyword(s):  
Stem Cells ◽  
Drug Development ◽  
Disease Modeling ◽  
Cell Types ◽  
Underlying Disease ◽  
Future Research ◽  
Specific Cell ◽  
Predictive Toxicology

Organoids are three-dimensional structures fabricated in vitro from pluripotent stem cells or adult tissue stem cells via a process of self-organization that results in the formation of organ-specific cell types. Human organoids are expected to mimic complex microenvironments and many of the in vivo physiological functions of relevant tissues, thus filling the translational gap between animals and humans and increasing our understanding of the mechanisms underlying disease and developmental processes. In the last decade, organoid research has attracted increasing attention in areas such as disease modeling, drug development, regenerative medicine, toxicology research, and personalized medicine. In particular, in the field of toxicology, where there are various traditional models, human organoids are expected to blaze a new path in future research by overcoming the current limitations, such as those related to differences in drug responses among species. Here, we discuss the potential usefulness, limitations, and future prospects of human liver, heart, kidney, gut, and brain organoids from the viewpoints of predictive toxicology research and drug development, providing cutting edge information on their fabrication methods and functional characteristics.

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