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1.
Immunity ; 56(5): 998-1012.e8, 2023 05 09.
Article in English | MEDLINE | ID: mdl-37116499

ABSTRACT

Cytosolic innate immune sensing is critical for protecting barrier tissues. NOD1 and NOD2 are cytosolic sensors of small peptidoglycan fragments (muropeptides) derived from the bacterial cell wall. These muropeptides enter cells, especially epithelial cells, through unclear mechanisms. We previously implicated SLC46 transporters in muropeptide transport in Drosophila immunity. Here, we focused on Slc46a2, which was highly expressed in mammalian epidermal keratinocytes, and showed that it was critical for the delivery of diaminopimelic acid (DAP)-muropeptides and activation of NOD1 in keratinocytes, whereas the related transporter Slc46a3 was critical for delivering the NOD2 ligand MDP to keratinocytes. In a mouse model, Slc46a2 and Nod1 deficiency strongly suppressed psoriatic inflammation, whereas methotrexate, a commonly used psoriasis therapeutic, inhibited Slc46a2-dependent transport of DAP-muropeptides. Collectively, these studies define SLC46A2 as a transporter of NOD1-activating muropeptides, with critical roles in the skin barrier, and identify this transporter as an important target for anti-inflammatory intervention.


Subject(s)
Dermatitis , Methotrexate , Mice , Animals , Methotrexate/pharmacology , Inflammation , Peptidoglycan/metabolism , Epithelial Cells/metabolism , Nod1 Signaling Adaptor Protein/metabolism , Nod2 Signaling Adaptor Protein/metabolism , Immunity, Innate , Mammals
2.
J Neurosci ; 41(43): 9008-9030, 2021 10 27.
Article in English | MEDLINE | ID: mdl-34462306

ABSTRACT

Recent large genome-wide association studies have identified multiple confident risk loci linked to addiction-associated behavioral traits. Most genetic variants linked to addiction-associated traits lie in noncoding regions of the genome, likely disrupting cis-regulatory element (CRE) function. CREs tend to be highly cell type-specific and may contribute to the functional development of the neural circuits underlying addiction. Yet, a systematic approach for predicting the impact of risk variants on the CREs of specific cell populations is lacking. To dissect the cell types and brain regions underlying addiction-associated traits, we applied stratified linkage disequilibrium score regression to compare genome-wide association studies to genomic regions collected from human and mouse assays for open chromatin, which is associated with CRE activity. We found enrichment of addiction-associated variants in putative CREs marked by open chromatin in neuronal (NeuN+) nuclei collected from multiple prefrontal cortical areas and striatal regions known to play major roles in reward and addiction. To further dissect the cell type-specific basis of addiction-associated traits, we also identified enrichments in human orthologs of open chromatin regions of female and male mouse neuronal subtypes: cortical excitatory, D1, D2, and PV. Last, we developed machine learning models to predict mouse cell type-specific open chromatin, enabling us to further categorize human NeuN+ open chromatin regions into cortical excitatory or striatal D1 and D2 neurons and predict the functional impact of addiction-associated genetic variants. Our results suggest that different neuronal subtypes within the reward system play distinct roles in the variety of traits that contribute to addiction.SIGNIFICANCE STATEMENT We combine statistical genetic and machine learning techniques to find that the predisposition to for nicotine, alcohol, and cannabis use behaviors can be partially explained by genetic variants in conserved regulatory elements within specific brain regions and neuronal subtypes of the reward system. Our computational framework can flexibly integrate open chromatin data across species to screen for putative causal variants in a cell type- and tissue-specific manner for numerous complex traits.


Subject(s)
Behavior, Addictive/genetics , Brain/physiology , Genetic Predisposition to Disease/genetics , Genetic Variation/physiology , Neurons/physiology , Regulatory Elements, Transcriptional/physiology , Animals , Behavior, Addictive/pathology , Brain/pathology , Databases, Genetic , Female , Humans , Male , Mice , Mice, Inbred C57BL , Mice, Transgenic , Neurons/pathology , Quantitative Trait Loci/genetics
3.
BMC Genomics ; 23(1): 291, 2022 Apr 11.
Article in English | MEDLINE | ID: mdl-35410163

ABSTRACT

BACKGROUND: Evolutionary conservation is an invaluable tool for inferring functional significance in the genome, including regions that are crucial across many species and those that have undergone convergent evolution. Computational methods to test for sequence conservation are dominated by algorithms that examine the ability of one or more nucleotides to align across large evolutionary distances. While these nucleotide alignment-based approaches have proven powerful for protein-coding genes and some non-coding elements, they fail to capture conservation of many enhancers, distal regulatory elements that control spatial and temporal patterns of gene expression. The function of enhancers is governed by a complex, often tissue- and cell type-specific code that links combinations of transcription factor binding sites and other regulation-related sequence patterns to regulatory activity. Thus, function of orthologous enhancer regions can be conserved across large evolutionary distances, even when nucleotide turnover is high. RESULTS: We present a new machine learning-based approach for evaluating enhancer conservation that leverages the combinatorial sequence code of enhancer activity rather than relying on the alignment of individual nucleotides. We first train a convolutional neural network model that can predict tissue-specific open chromatin, a proxy for enhancer activity, across mammals. Next, we apply that model to distinguish instances where the genome sequence would predict conserved function versus a loss of regulatory activity in that tissue. We present criteria for systematically evaluating model performance for this task and use them to demonstrate that our models accurately predict tissue-specific conservation and divergence in open chromatin between primate and rodent species, vastly out-performing leading nucleotide alignment-based approaches. We then apply our models to predict open chromatin at orthologs of brain and liver open chromatin regions across hundreds of mammals and find that brain enhancers associated with neuron activity have a stronger tendency than the general population to have predicted lineage-specific open chromatin. CONCLUSION: The framework presented here provides a mechanism to annotate tissue-specific regulatory function across hundreds of genomes and to study enhancer evolution using predicted regulatory differences rather than nucleotide-level conservation measurements.


Subject(s)
Chromatin , Enhancer Elements, Genetic , Animals , Chromatin/genetics , Humans , Mammals/genetics , Neural Networks, Computer , Nucleotides
4.
J Neurosci ; 40(50): 9772-9783, 2020 12 09.
Article in English | MEDLINE | ID: mdl-33188066

ABSTRACT

Neuron subtype dysfunction is a key contributor to neurologic disease circuits, but identifying associated gene regulatory pathways is complicated by the molecular complexity of the brain. For example, parvalbumin-expressing (PV+) neurons in the external globus pallidus (GPe) are critically involved in the motor deficits of dopamine-depleted mouse models of Parkinson's disease, where cell type-specific optogenetic stimulation of PV+ neurons over other neuron populations rescues locomotion. Despite the distinct roles these cell types play in the neural circuit, the molecular correlates remain unknown because of the difficulty of isolating rare neuron subtypes. To address this issue, we developed a new viral affinity purification strategy, Cre-Specific Nuclear Anchored Independent Labeling, to isolate Cre recombinase-expressing (Cre+) nuclei from the adult mouse brain. Applying this technology, we performed targeted assessments of the cell type-specific transcriptomic and epigenetic effects of dopamine depletion on PV+ and PV- cells within three brain regions of male and female mice: GPe, striatum, and cortex. We found GPe PV+ neuron-specific gene expression changes that suggested increased hypoxia-inducible factor 2α signaling. Consistent with transcriptomic data, regions of open chromatin affected by dopamine depletion within GPe PV+ neurons were enriched for hypoxia-inducible factor family binding motifs. The gene expression and epigenomic experiments performed on PV+ neurons isolated by Cre-Specific Nuclear Anchored Independent Labeling identified a transcriptional regulatory network mediated by the neuroprotective factor Hif2a as underlying neural circuit differences in response to dopamine depletion.SIGNIFICANCE STATEMENT Cre-Specific Nuclear Anchored Independent Labeling is an enhanced, virus-based approach to isolate nuclei of a specific cell type for transcriptome and epigenome interrogation that decreases dependency on transgenic animals. Applying this technology to GPe parvalbumin-expressing neurons in a mouse model of Parkinson's disease, we discovered evidence for an upregulation of the oxygen homeostasis maintaining pathway involving Hypoxia-inducible factor 2α. These results provide new insight into how neuron subtypes outside the substantia nigra pars compacta may be compensating at a molecular level for differences in the motor production neural circuit during the progression of Parkinson's disease. Furthermore, they emphasize the utility of cell type-specific technologies, such as Cre-Specific Nuclear Anchored Independent Labeling, for isolated assessment of specific neuron subtypes in complex systems.


Subject(s)
Globus Pallidus/metabolism , Neurons/metabolism , Oxidative Stress/physiology , Parkinson Disease, Secondary/metabolism , Animals , Cerebral Cortex/metabolism , Corpus Striatum/metabolism , Mice , Mice, Transgenic , Oxidopamine , Parkinson Disease, Secondary/chemically induced
5.
Bioorg Med Chem Lett ; 29(10): 1153-1161, 2019 05 15.
Article in English | MEDLINE | ID: mdl-30890292

ABSTRACT

The innate immune system is the body's first defense against invading microorganisms, relying on the recognition of bacterial-derived small molecules by host protein receptors. This recognition event and downstream immune response rely heavily on the specific chemical features of both the innate immune receptors and their bacterial derived ligands. This review presents a chemist's perspective on some of the most crucial and complex components of two receptors (NOD1 and NOD2): starting from the structural and chemical characteristics of bacterial-derived small molecules, to the specific proposed models of molecular recognition of these molecules by immune receptors, to the subsequent post-translational modifications that ultimately dictate downstream immune signaling. Recent advances in the field are discussed, as well as the potential for the development of targeted therapeutics.


Subject(s)
Nod1 Signaling Adaptor Protein/chemistry , Nod2 Signaling Adaptor Protein/chemistry , Bacteria/metabolism , Humans , Immunity, Innate , Nod1 Signaling Adaptor Protein/metabolism , Nod2 Signaling Adaptor Protein/metabolism , Peptidoglycan/chemistry , Peptidoglycan/metabolism , Protein Processing, Post-Translational , Signal Transduction
6.
Environ Sci Technol ; 53(15): 8736-8746, 2019 Aug 06.
Article in English | MEDLINE | ID: mdl-31339302

ABSTRACT

Ferrous iron formed during microbial ferric iron reduction induces phase transformations of poorly crystalline into more crystalline and thermodynamically more stable iron (oxyhydr)oxides. Yet, characterizing the resulting decreases in the reactivity of the remaining oxide ferric iron toward reduction (i.e., its reducibility) has been challenging. Here, we used the reduction of six-line ferrihydrite by Shewanella oneidensis MR-1 as a model system to demonstrate that mediated electrochemical reduction (MER) allows directly following decreases in oxide ferric iron reducibility during the transformation of ferrihydrite into goethite and magnetite which we characterized by X-ray diffraction analysis and transmission electron microscopy imaging. Ferrihydrite was fully reducible in MER at both pHMER of 5.0 and 7.5. Decreases in iron oxide reducibility associated with ferrihydrite transformation into magnetite were accessible at both pHMER because the formed magnetite was not reducible under either of these conditions. Conversely, decreases in iron oxide reducibility associated with goethite formation were apparent only at the highest tested pHMER of 7.5 and thus the thermodynamically least favorable conditions for iron oxide reductive dissolution. The unique capability to adjust the thermodynamic boundary conditions in MER to the specific reducibilities of individual iron (oxyhydr)oxides makes this electrochemical approach broadly applicable for studying changes in iron oxide reducibility in heterogeneous environmental samples such as soils and sediments.


Subject(s)
Ferric Compounds , Oxidation-Reduction , Solubility
7.
Appl Environ Microbiol ; 81(12): 4014-25, 2015 Jun 15.
Article in English | MEDLINE | ID: mdl-25841009

ABSTRACT

Microbial communities have the potential to control the biogeochemical fate of some radionuclides in contaminated land scenarios or in the vicinity of a geological repository for radioactive waste. However, there have been few studies of ionizing radiation effects on microbial communities in sediment systems. Here, acetate and lactate amended sediment microcosms irradiated with gamma radiation at 0.5 or 30 Gy h(-1) for 8 weeks all displayed NO3 (-) and Fe(III) reduction, although the rate of Fe(III) reduction was decreased in 30-Gy h(-1) treatments. These systems were dominated by fermentation processes. Pyrosequencing indicated that the 30-Gy h(-1) treatment resulted in a community dominated by two Clostridial species. In systems containing no added electron donor, irradiation at either dose rate did not restrict NO3 (-), Fe(III), or SO4 (2-) reduction. Rather, Fe(III) reduction was stimulated in the 0.5-Gy h(-1)-treated systems. In irradiated systems, there was a relative increase in the proportion of bacteria capable of Fe(III) reduction, with Geothrix fermentans and Geobacter sp. identified in the 0.5-Gy h(-1) and 30-Gy h(-1) treatments, respectively. These results indicate that biogeochemical processes will likely not be restricted by dose rates in such environments, and electron accepting processes may even be stimulated by radiation.


Subject(s)
Gamma Rays , Geologic Sediments/microbiology , Microbial Consortia/physiology , Microbial Consortia/radiation effects , Acetates/metabolism , Clostridiales/genetics , Clostridiales/isolation & purification , Clostridiales/physiology , Clostridiales/radiation effects , Fermentation/radiation effects , Ferric Compounds/metabolism , Geobacter/genetics , Geobacter/isolation & purification , Geobacter/physiology , Geobacter/radiation effects , High-Throughput Nucleotide Sequencing , Lactates/metabolism , Oxidation-Reduction , Phylogeny , Polymerase Chain Reaction , RNA, Ribosomal, 16S , Radioactive Waste
8.
Environ Sci Technol ; 48(18): 10672-80, 2014 Sep 16.
Article in English | MEDLINE | ID: mdl-25195952

ABSTRACT

Conservation of energy by Fe(III)-reducing species such as Shewanella oneidensis could potentially control the redox potential of environments relevant to the geological disposal of radioactive waste and radionuclide contaminated land. Such environments will be exposed to ionizing radiation so characterization of radiation alteration to the mineralogy and the resultant impact upon microbial respiration of iron is essential. Radiation induced changes to the iron mineralogy may impact upon microbial respiration and, subsequently, influence the oxidation state of redox-sensitive radionuclides. In the present work, Mössbauer spectroscopy and electron microscopy indicate that irradiation (1 MGy gamma) of 2-line ferrihydrite can lead to conversion to a more crystalline phase, one similar to akaganeite. The room temperature Mössbauer spectrum of irradiated hematite shows the emergence of a paramagnetic Fe(III) phase. Spectrophotometric determination of Fe(II) reveals a radiation-induced increase in the rate and extent of ferrihydrite and hematite reduction by S. oneidensis in the presence of an electron shuttle (riboflavin). Characterization of bioreduced solids via XRD indicate that this additional Fe(II) is incorporated into siderite and ferrous hydroxy carbonate, along with magnetite, in ferrihydrite systems, and siderite in hematite systems. This study suggests that mineralogical changes to ferrihydrite and hematite induced by radiation may lead to an increase in bioavailability of Fe(III) for respiration by Fe(III)-reducing bacteria.


Subject(s)
Ferric Compounds/chemistry , Ferric Compounds/radiation effects , Gamma Rays , Shewanella/growth & development , Biodegradation, Environmental , Biological Availability , Carbonates/chemistry , Carbonates/radiation effects , Electrons , Ferrosoferric Oxide/chemistry , Ferrosoferric Oxide/radiation effects , Microscopy, Electron, Transmission , Oxidation-Reduction , Shewanella/metabolism , Shewanella/radiation effects , Spectroscopy, Mossbauer
9.
Pediatr Pulmonol ; 59(6): 1614-1621, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38456611

ABSTRACT

INTRODUCTION: Cystic fibrosis (CF) treatment has increasingly focused on highly effective modulators. Despite measurable benefits of modulators, there is little guidance for CF care team members on providing education and support to patients regarding initiation of these therapies. We aimed to explore patient, caregiver, and clinician perceptions of modulators and influences on decisions about starting cystic fibrosis transmembrane regulator (CFTR) modulators. METHODS: We conducted semistructured interviews with CF clinicians, adults with CF, and caregivers of children with CF. We reviewed audio recordings and coded responses to identify central themes. RESULTS: We interviewed 8 CF clinicians, 9 adults with CF, and 11 caregivers of children with CF. Themes centered on emotional responses to modulator availability, influences on decision-making, concerns about side effects, impact of modulators on planning for the future, the benefits of the multidisciplinary CF care team in supporting treatment decisions, and the unique needs of people with CF who are not eligible for modulators. Clinicians described changes in conversations about modulators since the approval of elexacaftor/tezacaftor/ivacaftor, specifically greater willingness to prescribe with less nuanced conversations with patients and/or caregivers regarding their use. CONCLUSION: Based on perspectives and experiences of CF clinicians, adults with CF, and caregivers of children with CF, we suggest clinicians approach conversations about CFTR modulators thoughtfully and thoroughly, utilizing the multidisciplinary model of CF care in exploring patient and caregiver emotions while filling in knowledge gaps, asking about treatment goals beyond potential clinical benefit, and having compassionate conversations with those who are ineligible for modulators.


Subject(s)
Aminophenols , Benzodioxoles , Caregivers , Cystic Fibrosis Transmembrane Conductance Regulator , Cystic Fibrosis , Humans , Cystic Fibrosis/drug therapy , Cystic Fibrosis/psychology , Cystic Fibrosis Transmembrane Conductance Regulator/drug effects , Adult , Female , Male , Child , Benzodioxoles/therapeutic use , Caregivers/psychology , Aminophenols/therapeutic use , Quinolones/therapeutic use , Decision Making , Indoles/therapeutic use , Middle Aged , Adolescent , Drug Combinations , Pyridines/therapeutic use , Young Adult , Interviews as Topic , Pyrazoles , Quinolines
10.
Redox Biol ; 75: 103211, 2024 May 30.
Article in English | MEDLINE | ID: mdl-38908072

ABSTRACT

Ferroptosis is a pervasive non-apoptotic form of cell death highly relevant in various degenerative diseases and malignancies. The hallmark of ferroptosis is uncontrolled and overwhelming peroxidation of polyunsaturated fatty acids contained in membrane phospholipids, which eventually leads to rupture of the plasma membrane. Ferroptosis is unique in that it is essentially a spontaneous, uncatalyzed chemical process based on perturbed iron and redox homeostasis contributing to the cell death process, but that it is nonetheless modulated by many metabolic nodes that impinge on the cells' susceptibility to ferroptosis. Among the various nodes affecting ferroptosis sensitivity, several have emerged as promising candidates for pharmacological intervention, rendering ferroptosis-related proteins attractive targets for the treatment of numerous currently incurable diseases. Herein, the current members of a Germany-wide research consortium focusing on ferroptosis research, as well as key external experts in ferroptosis who have made seminal contributions to this rapidly growing and exciting field of research, have gathered to provide a comprehensive, state-of-the-art review on ferroptosis. Specific topics include: basic mechanisms, in vivo relevance, specialized methodologies, chemical and pharmacological tools, and the potential contribution of ferroptosis to disease etiopathology and progression. We hope that this article will not only provide established scientists and newcomers to the field with an overview of the multiple facets of ferroptosis, but also encourage additional efforts to characterize further molecular pathways modulating ferroptosis, with the ultimate goal to develop novel pharmacotherapies to tackle the various diseases associated with - or caused by - ferroptosis.

11.
Science ; 383(6690): eabn3263, 2024 Mar 29.
Article in English | MEDLINE | ID: mdl-38422184

ABSTRACT

Vocal production learning ("vocal learning") is a convergently evolved trait in vertebrates. To identify brain genomic elements associated with mammalian vocal learning, we integrated genomic, anatomical, and neurophysiological data from the Egyptian fruit bat (Rousettus aegyptiacus) with analyses of the genomes of 215 placental mammals. First, we identified a set of proteins evolving more slowly in vocal learners. Then, we discovered a vocal motor cortical region in the Egyptian fruit bat, an emergent vocal learner, and leveraged that knowledge to identify active cis-regulatory elements in the motor cortex of vocal learners. Machine learning methods applied to motor cortex open chromatin revealed 50 enhancers robustly associated with vocal learning whose activity tended to be lower in vocal learners. Our research implicates convergent losses of motor cortex regulatory elements in mammalian vocal learning evolution.


Subject(s)
Enhancer Elements, Genetic , Eutheria , Evolution, Molecular , Gene Expression Regulation , Motor Cortex , Motor Neurons , Proteins , Vocalization, Animal , Animals , Chiroptera/genetics , Chiroptera/physiology , Vocalization, Animal/physiology , Motor Cortex/cytology , Motor Cortex/physiology , Chromatin/metabolism , Motor Neurons/physiology , Larynx/physiology , Epigenesis, Genetic , Genome , Proteins/genetics , Proteins/metabolism , Amino Acid Sequence , Eutheria/genetics , Eutheria/physiology , Machine Learning
12.
Mutat Res ; 743-744: 26-32, 2013.
Article in English | MEDLINE | ID: mdl-23253900

ABSTRACT

5-Fluorouracil (5-FU) is a widely utilized cancer chemotherapeutic that causes DNA damage via two mechanisms. Its active metabolite inhibits thymidylate synthase, which deprives cells of TTP and causes the introduction of uracil in DNA. Also, 5-FU is directly incorporated into DNA. Both uracil and 5-FU in DNA are recognized by uracil-DNA glycosylases (UDGs), which initiate base excision repair. UNG and SMUG1 are the two human UDGs most likely to combat the genomic incorporation of uracil and 5-FU during replication. In this study, we examined the roles of UNG and SMUG1 in the initial cellular response to 5-FU and compared continuous exposure to a 24h exposure followed by incubation in drug-free media, which mimics what occurs clinically. Loss of UNG did not alter cellular sensitivity to 5-FU in two human cell lines, despite its predominant biochemical activity for uracil and 5-FU in DNA. Loss of SMUG1 corresponded with >2-fold increase in sensitivity to 5-FU, but only with a 24h treatment followed by recovery. There was no difference between SMUG1 proficient and depleted cells following continuous exposure. We observed that 5-FU treatment induced an enhanced S-phase arrest and CHK1 activation plus an increase in the formation of strand breaks and alkali-labile sites in all sublines. However, SMUG1-depleted cells showed a prolonged S-phase arrest, a transient increase in DNA double-strand breaks following 5-FU treatment and an altered phosphorylation of CHK1 following removal of drug. Collectively, the results suggest that SMUG1 has a role in the resumption of replication following 5-FU treatment.


Subject(s)
DNA Replication/drug effects , Fluorouracil/pharmacology , Uracil-DNA Glycosidase/genetics , Uracil-DNA Glycosidase/metabolism , Cell Cycle Checkpoints/drug effects , Cell Cycle Checkpoints/genetics , Cell Line , Checkpoint Kinase 1 , DNA/biosynthesis , DNA/genetics , DNA Breaks, Double-Stranded/drug effects , DNA Replication/genetics , Gene Knockdown Techniques , Humans , Phosphorylation/drug effects , Phosphorylation/genetics , Protein Kinases/genetics , Protein Kinases/metabolism , S Phase/drug effects , S Phase/genetics , Uracil/metabolism
13.
Contemp Clin Trials Commun ; 33: 101129, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37091507

ABSTRACT

Background: Alaska Native and American Indian (ANAI) communities in Alaska are disproportionately affected by commercial tobacco use. Financial incentive interventions promote cigarette smoking cessation, but family-level incentives have not been evaluated. We describe the study protocol to adapt and evaluate the effectiveness and implementation of a remotely delivered, family-based financial incentive intervention for cigarette smoking among Alaskan ANAI people. Methods: The study has 3 phases: 1) qualitative interviews with ANAI adults who smoke, family members, and stakeholders to inform the intervention, 2) beta-test of the intervention, and 3) randomized controlled trial (RCT) evaluating intervention reach and effectiveness on verified, prolonged smoking abstinence at 6- and 12-months post-treatment. In the RCT, adult dyads (ANAI person who smokes [index participant] and family member) recruited throughout Alaska will be randomized to a no-incentives control condition (n = 328 dyads) or a 6-month incentive intervention (n = 328 dyads). All dyads will receive cessation support and family wellness materials. Smoking status will be assessed weekly for four weeks and at three and six months. Intervention index participants will receive escalating incentives for verified smoking abstinence at each time point (maximum $750 total); the family member will receive rewards of equal value. Results: A community advisory committee contributed input on the study design and methods for relevance to ANAI people, particularly emphasizing the involvement of families. Conclusion: Our study aligns with the strength and value AIAN people place on family. Findings, processes, and resources will inform how Indigenous family members can support smoking cessation within incentive interventions. Clinical Trials Registry: NCT05209451.

14.
Science ; 380(6643): eabm7993, 2023 04 28.
Article in English | MEDLINE | ID: mdl-37104615

ABSTRACT

Protein-coding differences between species often fail to explain phenotypic diversity, suggesting the involvement of genomic elements that regulate gene expression such as enhancers. Identifying associations between enhancers and phenotypes is challenging because enhancer activity can be tissue-dependent and functionally conserved despite low sequence conservation. We developed the Tissue-Aware Conservation Inference Toolkit (TACIT) to associate candidate enhancers with species' phenotypes using predictions from machine learning models trained on specific tissues. Applying TACIT to associate motor cortex and parvalbumin-positive interneuron enhancers with neurological phenotypes revealed dozens of enhancer-phenotype associations, including brain size-associated enhancers that interact with genes implicated in microcephaly or macrocephaly. TACIT provides a foundation for identifying enhancers associated with the evolution of any convergently evolved phenotype in any large group of species with aligned genomes.


Subject(s)
Enhancer Elements, Genetic , Genetic Variation , Machine Learning , Mammals , Animals , Mammals/genetics , Phenotype
15.
Science ; 380(6643): eabn3943, 2023 04 28.
Article in English | MEDLINE | ID: mdl-37104599

ABSTRACT

Zoonomia is the largest comparative genomics resource for mammals produced to date. By aligning genomes for 240 species, we identify bases that, when mutated, are likely to affect fitness and alter disease risk. At least 332 million bases (~10.7%) in the human genome are unusually conserved across species (evolutionarily constrained) relative to neutrally evolving repeats, and 4552 ultraconserved elements are nearly perfectly conserved. Of 101 million significantly constrained single bases, 80% are outside protein-coding exons and half have no functional annotations in the Encyclopedia of DNA Elements (ENCODE) resource. Changes in genes and regulatory elements are associated with exceptional mammalian traits, such as hibernation, that could inform therapeutic development. Earth's vast and imperiled biodiversity offers distinctive power for identifying genetic variants that affect genome function and organismal phenotypes.


Subject(s)
Eutheria , Evolution, Molecular , Animals , Female , Humans , Conserved Sequence/genetics , Eutheria/genetics , Genome, Human
16.
J Biol Chem ; 286(16): 14564-74, 2011 Apr 22.
Article in English | MEDLINE | ID: mdl-21357694

ABSTRACT

Using isogenic mouse embryonic fibroblasts and human cancer cell lines, we show that cells defective in base excision repair (BER) display a cisplatin-specific resistant phenotype. This was accompanied by enhanced repair of cisplatin interstrand cross-links (ICLs) and ICL-induced DNA double strand breaks, but not intrastrand adducts. Cisplatin induces abasic sites with a reduced accumulation in uracil DNA glycosylase (UNG) null cells. We show that cytosines that flank the cisplatin ICLs undergo preferential oxidative deamination in vitro, and AP endonuclease 1 (APE1) can cleave the resulting ICL DNA substrate following removal of the flanking uracil. We also show that DNA polymerase ß has low fidelity at the cisplatin ICL site after APE1 incision. Down-regulating ERCC1-XPF in BER-deficient cells restored cisplatin sensitivity. Based on our results, we propose a novel model in which BER plays a positive role in maintaining cisplatin cytotoxicity by competing with the productive cisplatin ICL DNA repair pathways.


Subject(s)
Antineoplastic Agents/pharmacology , Cisplatin/pharmacology , DNA Repair/drug effects , Animals , Antineoplastic Agents/chemistry , Binding Sites , Cell Line, Tumor , Cisplatin/chemistry , Cross-Linking Reagents/chemistry , DNA Adducts , DNA Damage , DNA-Directed DNA Polymerase/chemistry , Drug Resistance , Humans , Kinetics , Mice , Uracil-DNA Glycosidase/chemistry
17.
Elife ; 112022 05 16.
Article in English | MEDLINE | ID: mdl-35576146

ABSTRACT

Recent discoveries of extreme cellular diversity in the brain warrant rapid development of technologies to access specific cell populations within heterogeneous tissue. Available approaches for engineering-targeted technologies for new neuron subtypes are low yield, involving intensive transgenic strain or virus screening. Here, we present Specific Nuclear-Anchored Independent Labeling (SNAIL), an improved virus-based strategy for cell labeling and nuclear isolation from heterogeneous tissue. SNAIL works by leveraging machine learning and other computational approaches to identify DNA sequence features that confer cell type-specific gene activation and then make a probe that drives an affinity purification-compatible reporter gene. As a proof of concept, we designed and validated two novel SNAIL probes that target parvalbumin-expressing (PV+) neurons. Nuclear isolation using SNAIL in wild-type mice is sufficient to capture characteristic open chromatin features of PV+ neurons in the cortex, striatum, and external globus pallidus. The SNAIL framework also has high utility for multispecies cell probe engineering; expression from a mouse PV+ SNAIL enhancer sequence was enriched in PV+ neurons of the macaque cortex. Expansion of this technology has broad applications in cell type-specific observation, manipulation, and therapeutics across species and disease models.


Subject(s)
Enhancer Elements, Genetic , Machine Learning , Neurons , Sequence Analysis, DNA , Animals , Cerebral Cortex/metabolism , Computational Biology/methods , Enhancer Elements, Genetic/genetics , Globus Pallidus , Mice , Neurons/metabolism , Parvalbumins/metabolism , Sequence Analysis, DNA/methods
18.
ACS Chem Biol ; 16(10): 1908-1916, 2021 10 15.
Article in English | MEDLINE | ID: mdl-34506714

ABSTRACT

Metabolic glycan probes have emerged as an excellent tool to investigate vital questions in biology. Recently, methodology to incorporate metabolic bacterial glycan probes into the cell wall of a variety of bacterial species has been developed. In order to improve this method, a scalable synthesis of the peptidoglycan precursors is developed here, allowing for access to essential peptidoglycan immunological fragments and cell wall building blocks. The question was asked if masking polar groups of the glycan probe would increase overall incorporation, a common strategy exploited in mammalian glycobiology. Here, we show, through cellular assays, that E. coli do not utilize peracetylated peptidoglycan substrates but do employ methyl esters. The 10-fold improvement of probe utilization indicates that (i) masking the carboxylic acid is favorable for transport and (ii) bacterial esterases are capable of removing the methyl ester for use in peptidoglycan biosynthesis. This investigation advances bacterial cell wall biology, offering a prescription on how to best deliver and utilize bacterial metabolic glycan probes.


Subject(s)
Molecular Probes/metabolism , Muramic Acids/metabolism , Peptidoglycan/metabolism , Polysaccharides/metabolism , Cell Wall/metabolism , Escherichia coli/metabolism , Molecular Probes/chemical synthesis , Muramic Acids/chemical synthesis , Polysaccharides/chemical synthesis
19.
Mutat Res ; 686(1-2): 57-67, 2010 Apr 01.
Article in English | MEDLINE | ID: mdl-20096707

ABSTRACT

Alkylating agents induce cell death in wild-type (WT) mouse embryonic fibroblasts (MEFs) by multiple mechanisms, including apoptosis, autophagy and necrosis. DNA polymerase beta (Pol beta) knockout (KO) MEFs are hypersensitive to the cytotoxic effect of alkylating agents, as compared to WT MEFs. To test the hypothesis that Parp1 is preferentially activated by methyl methanesulfonate (MMS) exposure of Pol beta KO MEFs, we have examined the relationship between Pol beta expression, Parp1 activation and cell survival following MMS exposure in a series of WT and Pol beta deficient MEF cell lines. Consistent with our hypothesis, we observed elevated Parp1 activation in Pol beta KO MEFs as compared to matched WT MEFs. Both the MMS-induced activation of Parp1 and the MMS-induced cytotoxicity of Pol beta KO MEFs are attenuated by pre-treatment with the Parp1/Parp2 inhibitor PJ34. Further, elevated Parp1 activation is observed following knockdown (KD) of endogenous Pol beta, as compared to WT cells. Pol beta KD MEFs are hypersensitive to MMS and both the MMS-induced hypersensitivity and Parp1 activation is prevented by pre-treatment with PJ34. In addition, the MMS-induced cellular sensitivity of Pol beta KO MEFs is reversed when Parp1 is also deleted (Pol beta/Parp1 double KO MEFs) and we observe no MMS sensitivity differential between Pol beta/Parp1 double KO MEFs and those that express recombinant mouse Pol beta. These studies suggest that Parp1 may function as a sensor of BER to initiate cell death when BER is aborted or fails. Parp1 may therefore function in BER as a tumor suppressor by initiating cell death and preventing the accumulation of cells with chromosomal damage due to a BER defect.


Subject(s)
DNA Polymerase beta/metabolism , DNA Repair , Fibroblasts/metabolism , Poly(ADP-ribose) Polymerases/metabolism , Alkylation , Animals , Cell Death , Cell Line , DNA Damage , Embryo, Mammalian , Mice , Mice, Knockout , Poly (ADP-Ribose) Polymerase-1 , Up-Regulation
20.
Methods Enzymol ; 638: 1-26, 2020.
Article in English | MEDLINE | ID: mdl-32416908

ABSTRACT

Uridine diphosphate (UDP) sugars are essential precursors for glycosylation reactions in all forms of life. Reactions that transfer the carbohydrate from the UDP donor are catalyzed by glycosyltransferases (Gtfs). While the stereochemistry and negative physiological charge of UDP-sugars are essential for their biochemical function in the cell, these characteristics make them challenging molecules to synthesize and purify on scale in the laboratory. This chapter focuses on the utilization of a chemoenzymatic synthesis of muramyl UDP-sugars, key building blocks in the bacterial cell peptidoglycan. A scalable strategy to obtain UDP-N-acetyl muramic acid derivatives (UDP-NAM), the first committed intermediate used solely in peptidoglycan biosynthesis, is described herein. This methodology utilizes two enzymes involving the cell wall recycling enzymes MurNAc/GlcNAc anomeric kinase (AmgK) and NAM α-1-phosphate uridylyl transferase (MurU), respectively. The promiscuity of these enzymes allows for the unique chemical functionality to be embedded in bacterial peptidoglycan both in vitro and in whole bacterial cells for subsequent structural and functional studies of this important biopolymer.


Subject(s)
Peptidoglycan , Sugars , Bacteria , Cell Wall , Uridine Diphosphate Sugars
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