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1.
Cell ; 173(4): 864-878.e29, 2018 05 03.
Article in English | MEDLINE | ID: mdl-29681454

ABSTRACT

Diversity in the genetic lesions that cause cancer is extreme. In consequence, a pressing challenge is the development of drugs that target patient-specific disease mechanisms. To address this challenge, we employed a chemistry-first discovery paradigm for de novo identification of druggable targets linked to robust patient selection hypotheses. In particular, a 200,000 compound diversity-oriented chemical library was profiled across a heavily annotated test-bed of >100 cellular models representative of the diverse and characteristic somatic lesions for lung cancer. This approach led to the delineation of 171 chemical-genetic associations, shedding light on the targetability of mechanistic vulnerabilities corresponding to a range of oncogenotypes present in patient populations lacking effective therapy. Chemically addressable addictions to ciliogenesis in TTC21B mutants and GLUT8-dependent serine biosynthesis in KRAS/KEAP1 double mutants are prominent examples. These observations indicate a wealth of actionable opportunities within the complex molecular etiology of cancer.


Subject(s)
Carcinoma, Non-Small-Cell Lung/pathology , Cell Proliferation/drug effects , Lung Neoplasms/pathology , Small Molecule Libraries/pharmacology , Carcinoma, Non-Small-Cell Lung/metabolism , Cell Line, Tumor , Cytochrome P450 Family 4/deficiency , Cytochrome P450 Family 4/genetics , Drug Discovery , G1 Phase Cell Cycle Checkpoints/drug effects , Glucocorticoids/pharmacology , Glucose Transport Proteins, Facilitative/antagonists & inhibitors , Glucose Transport Proteins, Facilitative/genetics , Glucose Transport Proteins, Facilitative/metabolism , Humans , Kelch-Like ECH-Associated Protein 1/genetics , Kelch-Like ECH-Associated Protein 1/metabolism , Lung Neoplasms/metabolism , Microtubule-Associated Proteins/genetics , Microtubule-Associated Proteins/metabolism , Mutation , NF-E2-Related Factor 2/antagonists & inhibitors , NF-E2-Related Factor 2/genetics , NF-E2-Related Factor 2/metabolism , Proto-Oncogene Proteins p21(ras)/genetics , Proto-Oncogene Proteins p21(ras)/metabolism , RNA Interference , RNA, Small Interfering/metabolism , Receptor, Notch2/genetics , Receptor, Notch2/metabolism , Receptors, Glucocorticoid/antagonists & inhibitors , Receptors, Glucocorticoid/genetics , Receptors, Glucocorticoid/metabolism , Small Molecule Libraries/chemistry , Small Molecule Libraries/metabolism
2.
Cell ; 160(4): 715-728, 2015 Feb 12.
Article in English | MEDLINE | ID: mdl-25679763

ABSTRACT

AMP-activated protein kinase (AMPK) is a master sensor and regulator of cellular energy status. Upon metabolic stress, AMPK suppresses anabolic and promotes catabolic processes to regain energy homeostasis. Cancer cells can occasionally suppress the growth-restrictive AMPK pathway by mutation of an upstream regulatory kinase. Here, we describe a widespread mechanism to suppress AMPK through its ubiquitination and degradation by the cancer-specific MAGE-A3/6-TRIM28 ubiquitin ligase. MAGE-A3 and MAGE-A6 are highly similar proteins normally expressed only in the male germline but frequently re-activated in human cancers. MAGE-A3/6 are necessary for cancer cell viability and are sufficient to drive tumorigenic properties of non-cancerous cells. Screening for targets of MAGE-A3/6-TRIM28 revealed that it ubiquitinates and degrades AMPKα1. This leads to inhibition of autophagy, activation of mTOR signaling, and hypersensitization to AMPK agonists, such as metformin. These findings elucidate a germline mechanism commonly hijacked in cancer to suppress AMPK.


Subject(s)
AMP-Activated Protein Kinases/metabolism , Antigens, Neoplasm/metabolism , Neoplasm Proteins/metabolism , Neoplasms/metabolism , Amino Acid Sequence , Animals , Antigens, Neoplasm/chemistry , Antigens, Neoplasm/genetics , Energy Metabolism , Male , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Neoplasm Proteins/chemistry , Neoplasm Proteins/genetics , Sequence Alignment , Signal Transduction , Testis/metabolism
3.
Nature ; 627(8002): 165-173, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38326613

ABSTRACT

The arachnoid barrier delineates the border between the central nervous system and dura mater. Although the arachnoid barrier creates a partition, communication between the central nervous system and the dura mater is crucial for waste clearance and immune surveillance1,2. How the arachnoid barrier balances separation and communication is poorly understood. Here, using transcriptomic data, we developed transgenic mice to examine specific anatomical structures that function as routes across the arachnoid barrier. Bridging veins create discontinuities where they cross the arachnoid barrier, forming structures that we termed arachnoid cuff exit (ACE) points. The openings that ACE points create allow the exchange of fluids and molecules between the subarachnoid space and the dura, enabling the drainage of cerebrospinal fluid and limited entry of molecules from the dura to the subarachnoid space. In healthy human volunteers, magnetic resonance imaging tracers transit along bridging veins in a similar manner to access the subarachnoid space. Notably, in neuroinflammatory conditions such as experimental autoimmune encephalomyelitis, ACE points also enable cellular trafficking, representing a route for immune cells to directly enter the subarachnoid space from the dura mater. Collectively, our results indicate that ACE points are a critical part of the anatomy of neuroimmune communication in both mice and humans that link the central nervous system with the dura and its immunological diversity and waste clearance systems.


Subject(s)
Arachnoid , Brain , Dura Mater , Animals , Humans , Mice , Arachnoid/anatomy & histology , Arachnoid/blood supply , Arachnoid/immunology , Arachnoid/metabolism , Biological Transport , Brain/anatomy & histology , Brain/blood supply , Brain/immunology , Brain/metabolism , Dura Mater/anatomy & histology , Dura Mater/blood supply , Dura Mater/immunology , Dura Mater/metabolism , Encephalomyelitis, Autoimmune, Experimental/immunology , Encephalomyelitis, Autoimmune, Experimental/metabolism , Gene Expression Profiling , Magnetic Resonance Imaging , Mice, Transgenic , Subarachnoid Space/anatomy & histology , Subarachnoid Space/blood supply , Subarachnoid Space/immunology , Subarachnoid Space/metabolism , Cerebrospinal Fluid/metabolism , Veins/metabolism
4.
Mol Cell ; 82(23): 4443-4457.e9, 2022 12 01.
Article in English | MEDLINE | ID: mdl-36423630

ABSTRACT

Ribosome biogenesis takes place in the nucleolus, a nuclear membrane-less organelle. Although well studied, it remains unknown how nascent ribosomal subunits separate from the central chromatin compartment and move to the outer granular component, where maturation occurs. We find that the Schizosaccharomyces pombe nucleophosmin-like protein Fkbp39 localizes to rDNA sites encoding the 60S subunit rRNA, and this localization contributes to its specific association with nascent 60S subunits. Fkbp39 dissociates from chromatin to bind nascent 60S subunits, causing the latter to partition away from chromatin and from nascent 40S subunits through liquid-liquid phase separation. In vivo, Fkbp39 binding directs the translocation of nascent 60S subunits toward the nucleophosmin-rich granular component. This process increases the efficiency of 60S subunit assembly, facilitating the incorporation of 60S RNA domain III. Thus, chromatin localization determines the specificity of nucleophosmin in sorting nascent ribosomal subunits and coordinates their movement into specialized assembly compartments within the nucleolus.


Subject(s)
Chromatin , Schizosaccharomyces , Chromatin/genetics , Nucleophosmin , Cell Nucleolus/genetics , Nuclear Envelope , Schizosaccharomyces/genetics , Ribosomes/genetics
5.
Cell ; 159(7): 1549-62, 2014 Dec 18.
Article in English | MEDLINE | ID: mdl-25525874

ABSTRACT

Activated caspases are a hallmark of apoptosis induced by the intrinsic pathway, but they are dispensable for cell death and the apoptotic clearance of cells in vivo. This has led to the suggestion that caspases are activated not just to kill but to prevent dying cells from triggering a host immune response. Here, we show that the caspase cascade suppresses type I interferon (IFN) production by cells undergoing Bak/Bax-mediated apoptosis. Bak and Bax trigger the release of mitochondrial DNA. This is recognized by the cGAS/STING-dependent DNA sensing pathway, which initiates IFN production. Activated caspases attenuate this response. Pharmacological caspase inhibition or genetic deletion of caspase-9, Apaf-1, or caspase-3/7 causes dying cells to secrete IFN-ß. In vivo, this precipitates an elevation in IFN-ß levels and consequent hematopoietic stem cell dysfunction, which is corrected by loss of Bak and Bax. Thus, the apoptotic caspase cascade functions to render mitochondrial apoptosis immunologically silent.


Subject(s)
Apoptosis , Caspases/metabolism , Interferon Type I/metabolism , Signal Transduction , Animals , Caspase 9/genetics , Caspase 9/metabolism , Caspases/classification , Crosses, Genetic , DNA, Mitochondrial/metabolism , Female , Hematopoietic Stem Cells/metabolism , Interferon Type I/immunology , Male , Membrane Proteins/metabolism , Mice, Inbred C57BL
6.
Cell ; 152(3): 387-9, 2013 Jan 31.
Article in English | MEDLINE | ID: mdl-23374335

ABSTRACT

Genome-wide association studies (GWASs) have unraveled a large number of cancer risk alleles. Understanding how these allelic variants predispose to disease is a major bottleneck confronting translational application. In this issue, Li and colleagues combine GWASs with The Cancer Genome Atlas (TCGA) to disambiguate the contributions of germline and somatic variants to tumorigenic gene expression programs. They find that close to half of the known risk alleles for estrogen receptor (ER)-positive breast cancer are expression quantitative trait loci (eQTLs) acting upon major determinants of gene expression in tumors.

7.
Cell ; 155(3): 552-66, 2013 Oct 24.
Article in English | MEDLINE | ID: mdl-24243015

ABSTRACT

Context-specific molecular vulnerabilities that arise during tumor evolution represent an attractive intervention target class. However, the frequency and diversity of somatic lesions detected among lung tumors can confound efforts to identify these targets. To confront this challenge, we have applied parallel screening of chemical and genetic perturbations within a panel of molecularly annotated NSCLC lines to identify intervention opportunities tightly linked to molecular response indicators predictive of target sensitivity. Anchoring this analysis on a matched tumor/normal cell model from a lung adenocarcinoma patient identified three distinct target/response-indicator pairings that are represented with significant frequencies (6%-16%) in the patient population. These include NLRP3 mutation/inflammasome activation-dependent FLIP addiction, co-occurring KRAS and LKB1 mutation-driven COPI addiction, and selective sensitivity to a synthetic indolotriazine that is specified by a seven-gene expression signature. Target efficacies were validated in vivo, and mechanism-of-action studies informed generalizable principles underpinning cancer cell biology.


Subject(s)
Carcinoma, Non-Small-Cell Lung/metabolism , Drug Screening Assays, Antitumor , Indoles/pharmacology , Lung Neoplasms/metabolism , Triazines/pharmacology , Animals , CASP8 and FADD-Like Apoptosis Regulating Protein/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Carrier Proteins , Cell Line, Tumor , Coatomer Protein/metabolism , Female , Genes, ras , Heterografts , Humans , Lung Neoplasms/pathology , Lysosomes/metabolism , Mice , Molecular Targeted Therapy , NLR Family, Pyrin Domain-Containing 3 Protein , Neoplasm Transplantation , Oxidative Phosphorylation
8.
Nature ; 606(7915): 797-803, 2022 06.
Article in English | MEDLINE | ID: mdl-35705814

ABSTRACT

Treatment with therapy targeting BRAF and MEK (BRAF/MEK) has revolutionized care in melanoma and other cancers; however, therapeutic resistance is common and innovative treatment strategies are needed1,2. Here we studied a group of patients with melanoma who were treated with neoadjuvant BRAF/MEK-targeted therapy ( NCT02231775 , n = 51) and observed significantly higher rates of major pathological response (MPR; ≤10% viable tumour at resection) and improved recurrence-free survival (RFS) in female versus male patients (MPR, 66% versus 14%, P = 0.001; RFS, 64% versus 32% at 2 years, P = 0.021). The findings were validated in several additional cohorts2-4 of patients with unresectable metastatic melanoma who were treated with BRAF- and/or MEK-targeted therapy (n = 664 patients in total), demonstrating improved progression-free survival and overall survival in female versus male patients in several of these studies. Studies in preclinical models demonstrated significantly impaired anti-tumour activity in male versus female mice after BRAF/MEK-targeted therapy (P = 0.006), with significantly higher expression of the androgen receptor in tumours of male and female BRAF/MEK-treated mice versus the control (P = 0.0006 and P = 0.0025). Pharmacological inhibition of androgen receptor signalling improved responses to BRAF/MEK-targeted therapy in male and female mice (P = 0.018 and P = 0.003), whereas induction of androgen receptor signalling (through testosterone administration) was associated with a significantly impaired response to BRAF/MEK-targeted therapy in male and female patients (P = 0.021 and P < 0.0001). Together, these results have important implications for therapy.


Subject(s)
Androgen Receptor Antagonists , Melanoma , Mitogen-Activated Protein Kinase Kinases , Molecular Targeted Therapy , Proto-Oncogene Proteins B-raf , Receptors, Androgen , Animals , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Female , Humans , Male , Melanoma/drug therapy , Melanoma/pathology , Mice , Mitogen-Activated Protein Kinase Kinases/antagonists & inhibitors , Protein Kinase Inhibitors/therapeutic use , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Receptors, Androgen/metabolism , Skin Neoplasms/drug therapy , Skin Neoplasms/pathology , Survival Analysis
9.
Mol Cell ; 79(6): 878-880, 2020 09 17.
Article in English | MEDLINE | ID: mdl-32946762

ABSTRACT

Recent work by Kadosh et al. (2020) suggests that mutant p53 activity in gut epithelia is influenced by local production of microbial metabolites. The switch of p53 from tumor suppressor to oncogene is location-dependent and is impacted by microbially derived gallic acid.


Subject(s)
Gastrointestinal Microbiome , Carcinogenesis , Humans , Oncogenes , Tumor Suppressor Protein p53/genetics
10.
Genome Res ; 34(2): 243-255, 2024 03 20.
Article in English | MEDLINE | ID: mdl-38355306

ABSTRACT

Dozens of variants in the gene for the homeodomain transcription factor (TF) cone-rod homeobox (CRX) are linked with human blinding diseases that vary in their severity and age of onset. How different variants in this single TF alter its function in ways that lead to a range of phenotypes is unclear. We characterized the effects of human disease-causing variants on CRX cis-regulatory function by deploying massively parallel reporter assays (MPRAs) in mouse retina explants carrying knock-ins of two variants, one in the DNA-binding domain (p.R90W) and the other in the transcriptional effector domain (p.E168d2). The degree of reporter gene dysregulation in these mutant Crx retinas corresponds with their phenotypic severity. The two variants affect similar sets of enhancers, and p.E168d2 has distinct effects on silencers. Cis-regulatory elements (CREs) near cone photoreceptor genes are enriched for silencers that are derepressed in the presence of p.E168d2. Chromatin environments of CRX-bound loci are partially predictive of episomal MPRA activity, and distal elements whose accessibility increases later in retinal development are enriched for CREs with silencer activity. We identified a set of potentially pleiotropic regulatory elements that convert from silencers to enhancers in retinas that lack a functional CRX effector domain. Our findings show that phenotypically distinct variants in different domains of CRX have partially overlapping effects on its cis-regulatory function, leading to misregulation of similar sets of enhancers while having a qualitatively different impact on silencers.


Subject(s)
Homeodomain Proteins , Trans-Activators , Animals , Humans , Mice , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Regulatory Sequences, Nucleic Acid , Retina/metabolism , Retinal Cone Photoreceptor Cells/metabolism , Trans-Activators/genetics , Trans-Activators/metabolism , Transcription Factors/genetics
11.
Genome Res ; 34(10): 1540-1552, 2024 Oct 29.
Article in English | MEDLINE | ID: mdl-39322280

ABSTRACT

The transcription factor (TF) cone-rod homeobox (CRX) is essential for the differentiation and maintenance of photoreceptor cell identity. Several human CRX variants cause degenerative retinopathies, but most are variants of uncertain significance. We performed a deep mutational scan (DMS) of nearly all possible single amino acid substitutions in CRX using a cell-based transcriptional reporter assay, curating a high-confidence list of nearly 2000 variants with altered transcriptional activity. In the structured homeodomain, activity scores closely aligned to a predicted structure and demonstrated position-specific constraints on amino acid substitution. In contrast, the intrinsically disordered transcriptional effector domain displayed a qualitatively different pattern of substitution effects, following compositional constraints without specific residue position requirements in the peptide chain. These compositional constraints were consistent with the acidic exposure model of transcriptional activation. We evaluated the performance of the DMS assay as a clinical variant classification tool using gold-standard classified human variants from ClinVar, identifying pathogenic variants with high specificity and moderate sensitivity. That this performance could be achieved using a synthetic reporter assay in a foreign cell type, even for a highly cell type-specific TF like CRX, suggests that this approach shows promise for DMS of other TFs that function in cell types that are not easily accessible. Together, the results of the CRX DMS identify molecular features of the CRX effector domain and demonstrate utility for integration into the clinical variant classification pipeline.


Subject(s)
Homeodomain Proteins , Trans-Activators , Humans , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Trans-Activators/genetics , Trans-Activators/metabolism , Protein Domains , Amino Acid Substitution , DNA Mutational Analysis , Mutation , Genetic Variation
12.
Mol Cell ; 74(4): 713-728.e6, 2019 05 16.
Article in English | MEDLINE | ID: mdl-30981631

ABSTRACT

Repeat expansion in the C9orf72 gene is the most common cause of the neurodegenerative disorder amyotrophic lateral sclerosis (C9-ALS) and is linked to the unconventional translation of five dipeptide-repeat polypeptides (DPRs). The two enriched in arginine, poly(GR) and poly(PR), infiltrate liquid-like nucleoli, co-localize with the nucleolar protein nucleophosmin (NPM1), and alter the phase separation behavior of NPM1 in vitro. Here, we show that poly(PR) DPRs bind tightly to a long acidic tract within the intrinsically disordered region of NPM1, altering its phase separation with nucleolar partners to the extreme of forming large, soluble complexes that cause droplet dissolution in vitro. In cells, poly(PR) DPRs disperse NPM1 from nucleoli and entrap rRNA in static condensates in a DPR-length-dependent manner. We propose that R-rich DPR toxicity involves disrupting the role of phase separation by NPM1 in organizing ribosomal proteins and RNAs within the nucleolus.


Subject(s)
Amyotrophic Lateral Sclerosis/genetics , C9orf72 Protein/genetics , Nuclear Proteins/genetics , Repetitive Sequences, Amino Acid/genetics , Amyotrophic Lateral Sclerosis/pathology , Arginine/genetics , Cell Nucleolus/chemistry , Cell Nucleolus/genetics , Dipeptides/genetics , Humans , Nucleophosmin , Peptides/genetics , Poly A/genetics , RNA, Ribosomal/genetics
13.
Mol Cell ; 76(5): 838-851.e5, 2019 12 05.
Article in English | MEDLINE | ID: mdl-31564558

ABSTRACT

Intermediary metabolism in cancer cells is regulated by diverse cell-autonomous processes, including signal transduction and gene expression patterns, arising from specific oncogenotypes and cell lineages. Although it is well established that metabolic reprogramming is a hallmark of cancer, we lack a full view of the diversity of metabolic programs in cancer cells and an unbiased assessment of the associations between metabolic pathway preferences and other cell-autonomous processes. Here, we quantified metabolic features, mostly from the 13C enrichment of molecules from central carbon metabolism, in over 80 non-small cell lung cancer (NSCLC) cell lines cultured under identical conditions. Because these cell lines were extensively annotated for oncogenotype, gene expression, protein expression, and therapeutic sensitivity, the resulting database enables the user to uncover new relationships between metabolism and these orthogonal processes.


Subject(s)
Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor/metabolism , Metabolome/physiology , Biomarkers, Tumor/metabolism , Gas Chromatography-Mass Spectrometry/methods , Gene Expression Regulation, Neoplastic/physiology , Glucose/metabolism , Glutamine/metabolism , Humans , Metabolic Networks and Pathways/genetics , Metabolomics/methods , Neoplasms/metabolism
14.
Cell ; 144(2): 253-67, 2011 Jan 21.
Article in English | MEDLINE | ID: mdl-21241894

ABSTRACT

The study of macroautophagy in mammalian cells has described induction, vesicle nucleation, and membrane elongation complexes as key signaling intermediates driving autophagosome biogenesis. How these components are recruited to nascent autophagosomes is poorly understood, and although much is known about signaling mechanisms that restrain autophagy, the nature of positive inductive signals that can promote autophagy remain cryptic. We find that the Ras-like small G protein, RalB, is localized to nascent autophagosomes and is activated on nutrient deprivation. RalB and its effector Exo84 are required for nutrient starvation-induced autophagocytosis, and RalB activation is sufficient to promote autophagosome formation. Through direct binding to Exo84, RalB induces the assembly of catalytically active ULK1 and Beclin1-VPS34 complexes on the exocyst, which are required for isolation membrane formation and maturation. Thus, RalB signaling is a primary adaptive response to nutrient limitation that directly engages autophagocytosis through mobilization of the core vesicle nucleation machinery.


Subject(s)
Autophagy , Epithelial Cells/pathology , Phagosomes/metabolism , Signal Transduction , ral GTP-Binding Proteins/metabolism , Apoptosis Regulatory Proteins/metabolism , Beclin-1 , Cell Line , Class III Phosphatidylinositol 3-Kinases/metabolism , Epithelial Cells/microbiology , Humans , Membrane Proteins/metabolism , Multiprotein Complexes/metabolism , Salmonella typhimurium/physiology , Stress, Physiological , Vesicular Transport Proteins/metabolism
15.
Mol Biol Evol ; 41(2)2024 Feb 01.
Article in English | MEDLINE | ID: mdl-38306314

ABSTRACT

Allele-specific gene expression evolves rapidly on heteromorphic sex chromosomes. Over time, the accumulation of mutations on the Y chromosome leads to widespread loss of gametolog expression, relative to the X chromosome. It remains unclear if expression evolution on degrading Y chromosomes is primarily driven by mutations that accumulate through processes of selective interference, or if positive selection can also favor the down-regulation of coding regions on the Y chromosome that contain deleterious mutations. Identifying the relative rates of cis-regulatory sequence evolution across Y chromosomes has been challenging due to the limited number of reference assemblies. The threespine stickleback (Gasterosteus aculeatus) Y chromosome is an excellent model to identify how regulatory mutations accumulate on Y chromosomes due to its intermediate state of divergence from the X chromosome. A large number of Y-linked gametologs still exist across 3 differently aged evolutionary strata to test these hypotheses. We found that putative enhancer regions on the Y chromosome exhibited elevated substitution rates and decreased polymorphism when compared to nonfunctional sites, like intergenic regions and synonymous sites. This suggests that many cis-regulatory regions are under positive selection on the Y chromosome. This divergence was correlated with X-biased gametolog expression, indicating the loss of expression from the Y chromosome may be favored by selection. Our findings provide evidence that Y-linked cis-regulatory regions exhibit signs of positive selection quickly after the suppression of recombination and allow comparisons with recent theoretical models that suggest the rapid divergence of regulatory regions may be favored to mask deleterious mutations on the Y chromosome.


Subject(s)
Evolution, Molecular , Smegmamorpha , Humans , Animals , Y Chromosome/genetics , Sex Chromosomes , Chromosomes, Human, Y , Chromosomes, Human, X , Smegmamorpha/genetics
16.
Trends Genet ; 38(8): 844-855, 2022 08.
Article in English | MEDLINE | ID: mdl-35577641

ABSTRACT

Sex chromosomes have evolved repeatedly across the tree of life. Most work has focused on the loss of coding regions from sex-limited chromosomes through the accumulation of deleterious mutations. By comparison, less is known about how the regulatory landscape evolves. We review theories of how regulatory landscapes evolve on sex chromosomes and the overall impact they have on gametolog expression. We integrate empirical studies on sex chromosomes with theoretical work to synthesize how regulatory evolution could occur on sex chromosomes. Recent findings have revealed that downregulation of ancestral alleles is probably widespread on Y chromosomes and that regulatory evolution plays a key role in the evolution of sex chromosomes.


Subject(s)
Evolution, Molecular , Sex Chromosomes , Alleles , Gene Expression Regulation/genetics , Sex Chromosomes/genetics , Y Chromosome
17.
PLoS Comput Biol ; 20(1): e1011802, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38227575

ABSTRACT

The effects of transcription factor binding sites (TFBSs) on the activity of a cis-regulatory element (CRE) depend on the local sequence context. In rod photoreceptors, binding sites for the transcription factor (TF) Cone-rod homeobox (CRX) occur in both enhancers and silencers, but the sequence context that determines whether CRX binding sites contribute to activation or repression of transcription is not understood. To investigate the context-dependent activity of CRX sites, we fit neural network-based models to the activities of synthetic CREs composed of photoreceptor TFBSs. The models revealed that CRX binding sites consistently make positive, independent contributions to CRE activity, while negative homotypic interactions between sites cause CREs composed of multiple CRX sites to function as silencers. The effects of negative homotypic interactions can be overcome by the presence of other TFBSs that either interact cooperatively with CRX sites or make independent positive contributions to activity. The context-dependent activity of CRX sites is thus determined by the balance between positive heterotypic interactions, independent contributions of TFBSs, and negative homotypic interactions. Our findings explain observed patterns of activity among genomic CRX-bound enhancers and silencers, and suggest that enhancers may require diverse TFBSs to overcome negative homotypic interactions between TFBSs.


Subject(s)
Trans-Activators , Transcription Factors , Transcription Factors/metabolism , Trans-Activators/metabolism , Homeodomain Proteins/genetics , Gene Expression Regulation , Binding Sites/genetics , Retina
18.
Proc Natl Acad Sci U S A ; 119(49): e2208458119, 2022 12 06.
Article in English | MEDLINE | ID: mdl-36449542

ABSTRACT

Determining mechanism of action (MOA) is one of the biggest challenges in natural products discovery. Here, we report a comprehensive platform that uses Similarity Network Fusion (SNF) to improve MOA predictions by integrating data from the cytological profiling high-content imaging platform and the gene expression platform Functional Signature Ontology, and pairs these data with untargeted metabolomics analysis for de novo bioactive compound discovery. The predictive value of the integrative approach was assessed using a library of target-annotated small molecules as benchmarks. Using Kolmogorov-Smirnov (KS) tests to compare in-class to out-of-class similarity, we found that SNF retains the ability to identify significant in-class similarity across a diverse set of target classes, and could find target classes not detectable in either platform alone. This confirmed that integration of expression-based and image-based phenotypes can accurately report on MOA. Furthermore, we integrated untargeted metabolomics of complex natural product fractions with the SNF network to map biological signatures to specific metabolites. Three examples are presented where SNF coupled with metabolomics was used to directly functionally characterize natural products and accelerate identification of bioactive metabolites, including the discovery of the azoxy-containing biaryl compounds parkamycins A and B. Our results support SNF integration of multiple phenotypic screening approaches along with untargeted metabolomics as a powerful approach for advancing natural products drug discovery.


Subject(s)
Biological Products , Biological Products/pharmacology , Metabolomics , Benchmarking , Gene Fusion , Gene Library
19.
Nano Lett ; 24(30): 9353-9359, 2024 Jul 31.
Article in English | MEDLINE | ID: mdl-39037901

ABSTRACT

The unique optical properties of graphene, with broadband absorption and ultrafast response, make it a critical component of optoelectronic and spintronic devices. Using time-resolved momentum microscopy with high data rate and high dynamic range, we report momentum-space measurements of electrons promoted to the graphene conduction band with visible light and their subsequent relaxation. We observe a pronounced nonthermal distribution of nascent photoexcited electrons with lattice pseudospin polarization in remarkable agreement with results of simple tight-binding theory. By varying the excitation fluence, we vary the relative importance of electron-electron vs electron-phonon scattering in the relaxation of the initial distribution. Increasing the excitation fluence results in increased noncollinear electron-electron scattering and reduced pseudospin polarization, although up-scattered electrons retain a degree of polarization. These detailed momentum-resolved electron dynamics in graphene demonstrate the capabilities of high-performance time-resolved momentum microscopy in the study of 2D materials and can inform the design of graphene devices.

20.
Emerg Infect Dis ; 30(4): 681-690, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38526081

ABSTRACT

Although pigs are naturally susceptible to Reston virus and experimentally to Ebola virus (EBOV), their role in Orthoebolavirus ecology remains unknown. We tested 888 serum samples collected from pigs in Guinea during 2017-2019 (between the 2013-16 epidemic and its resurgence in 2021) by indirect ELISA against the EBOV nucleoprotein. We identified 2 hotspots of possible pig exposure by IgG titer levels: the northern coast had 48.7% of positive serum samples (37/76), and Forest Guinea, bordering Sierra Leone and Liberia, where the virus emerged and reemerged, had 50% of positive serum samples (98/196). The multitarget Luminex approach confirms ELISA results against Ebola nucleoprotein and highlights cross-reactivities to glycoprotein of EBOV, Reston virus, and Bundibugyo virus. Those results are consistent with previous observations of the circulation of Orthoebolavirus species in pig farming regions in Sierra Leone and Ghana, suggesting potential risk for Ebola virus disease in humans, especially in Forest Guinea.


Subject(s)
Ebolavirus , Hemorrhagic Fever, Ebola , Humans , Swine , Animals , Hemorrhagic Fever, Ebola/epidemiology , Hemorrhagic Fever, Ebola/veterinary , Guinea/epidemiology , Sus scrofa , Sierra Leone/epidemiology , Nucleoproteins/genetics
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