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1.
Cell ; 186(24): 5394-5410.e18, 2023 11 22.
Article in English | MEDLINE | ID: mdl-37922901

ABSTRACT

Parkinson's disease (PD) is a debilitating neurodegenerative disorder. Its symptoms are typically treated with levodopa or dopamine receptor agonists, but its action lacks specificity due to the wide distribution of dopamine receptors in the central nervous system and periphery. Here, we report the development of a gene therapy strategy to selectively manipulate PD-affected circuitry. Targeting striatal D1 medium spiny neurons (MSNs), whose activity is chronically suppressed in PD, we engineered a therapeutic strategy comprised of a highly efficient retrograde adeno-associated virus (AAV), promoter elements with strong D1-MSN activity, and a chemogenetic effector to enable precise D1-MSN activation after systemic ligand administration. Application of this therapeutic approach rescues locomotion, tremor, and motor skill defects in both mouse and primate models of PD, supporting the feasibility of targeted circuit modulation tools for the treatment of PD in humans.


Subject(s)
Genetic Therapy , Parkinson Disease , Animals , Humans , Mice , Corpus Striatum/metabolism , Levodopa/therapeutic use , Levodopa/genetics , Neurons/metabolism , Parkinson Disease/genetics , Parkinson Disease/therapy , Primates , Receptors, Dopamine D1/metabolism , Disease Models, Animal
2.
Cell ; 184(3): 741-758.e17, 2021 02 04.
Article in English | MEDLINE | ID: mdl-33484631

ABSTRACT

Both transcription and three-dimensional (3D) architecture of the mammalian genome play critical roles in neurodevelopment and its disorders. However, 3D genome structures of single brain cells have not been solved; little is known about the dynamics of single-cell transcriptome and 3D genome after birth. Here, we generated a transcriptome (3,517 cells) and 3D genome (3,646 cells) atlas of the developing mouse cortex and hippocampus by using our high-resolution multiple annealing and looping-based amplification cycles for digital transcriptomics (MALBAC-DT) and diploid chromatin conformation capture (Dip-C) methods and developing multi-omic analysis pipelines. In adults, 3D genome "structure types" delineate all major cell types, with high correlation between chromatin A/B compartments and gene expression. During development, both transcriptome and 3D genome are extensively transformed in the first post-natal month. In neurons, 3D genome is rewired across scales, correlated with gene expression modules, and independent of sensory experience. Finally, we examine allele-specific structure of imprinted genes, revealing local and chromosome (chr)-wide differences. These findings uncover an unknown dimension of neurodevelopment.


Subject(s)
Brain/growth & development , Genome , Sensation/genetics , Transcription, Genetic , Alleles , Animals , Animals, Newborn , Cell Lineage/genetics , Chromatin/metabolism , Gene Expression Regulation, Developmental , Gene Ontology , Gene Regulatory Networks , Genetic Loci , Genomic Imprinting , Mice , Multigene Family , Neuroglia/metabolism , Neurons/metabolism , Transcriptome/genetics , Visual Cortex/metabolism
3.
Cell ; 184(3): 775-791.e14, 2021 02 04.
Article in English | MEDLINE | ID: mdl-33503446

ABSTRACT

The molecular pathology of multi-organ injuries in COVID-19 patients remains unclear, preventing effective therapeutics development. Here, we report a proteomic analysis of 144 autopsy samples from seven organs in 19 COVID-19 patients. We quantified 11,394 proteins in these samples, in which 5,336 were perturbed in the COVID-19 patients compared to controls. Our data showed that cathepsin L1, rather than ACE2, was significantly upregulated in the lung from the COVID-19 patients. Systemic hyperinflammation and dysregulation of glucose and fatty acid metabolism were detected in multiple organs. We also observed dysregulation of key factors involved in hypoxia, angiogenesis, blood coagulation, and fibrosis in multiple organs from the COVID-19 patients. Evidence for testicular injuries includes reduced Leydig cells, suppressed cholesterol biosynthesis, and sperm mobility. In summary, this study depicts a multi-organ proteomic landscape of COVID-19 autopsies that furthers our understanding of the biological basis of COVID-19 pathology.


Subject(s)
COVID-19/metabolism , Gene Expression Regulation , Proteome/biosynthesis , Proteomics , SARS-CoV-2/metabolism , Autopsy , COVID-19/pathology , COVID-19/therapy , Female , Humans , Male , Organ Specificity
4.
Nat Immunol ; 23(8): 1222-1235, 2022 08.
Article in English | MEDLINE | ID: mdl-35882936

ABSTRACT

CD8+ T cell homeostasis is maintained by the cytokines IL-7 and IL-15. Here we show that transcription factors Tcf1 and Lef1 were intrinsically required for homeostatic proliferation of CD8+ T cells. Multiomics analyses showed that Tcf1 recruited the genome organizer CTCF and that homeostatic cytokines induced Tcf1-dependent CTCF redistribution in the CD8+ T cell genome. Hi-C coupled with network analyses indicated that Tcf1 and CTCF acted cooperatively to promote chromatin interactions and form highly connected, dynamic interaction hubs in CD8+ T cells before and after cytokine stimulation. Ablating CTCF phenocopied the proliferative defects caused by Tcf1 and Lef1 deficiency. Tcf1 and CTCF controlled a similar set of genes that regulated cell cycle progression and promoted CD8+ T cell homeostatic proliferation in vivo. These findings identified CTCF as a Tcf1 cofactor and uncovered an intricate interplay between Tcf1 and CTCF that modulates the genomic architecture of CD8+ T cells to preserve homeostasis.


Subject(s)
CD8-Positive T-Lymphocytes , Signal Transduction , CD8-Positive T-Lymphocytes/metabolism , Cytokines/metabolism , Genomics , Homeostasis
5.
Cell ; 177(4): 865-880.e21, 2019 05 02.
Article in English | MEDLINE | ID: mdl-31031002

ABSTRACT

Circular RNAs (circRNAs) produced from back-splicing of exons of pre-mRNAs are widely expressed, but current understanding of their functions is limited. These RNAs are stable in general and are thought to have unique structural conformations distinct from their linear RNA cognates. Here, we show that endogenous circRNAs tend to form 16-26 bp imperfect RNA duplexes and act as inhibitors of double-stranded RNA (dsRNA)-activated protein kinase (PKR) related to innate immunity. Upon poly(I:C) stimulation or viral infection, circRNAs are globally degraded by RNase L, a process required for PKR activation in early cellular innate immune responses. Augmented PKR phosphorylation and circRNA reduction are found in peripheral blood mononuclear cells (PBMCs) derived from patients with autoimmune disease systemic lupus erythematosus (SLE). Importantly, overexpression of the dsRNA-containing circRNA in PBMCs or T cells derived from SLE can alleviate the aberrant PKR activation cascade, thus providing a connection between circRNAs and SLE.


Subject(s)
RNA, Circular/metabolism , RNA, Circular/physiology , eIF-2 Kinase/metabolism , Adolescent , Adult , Autoimmune Diseases/genetics , Cell Line , Endoribonucleases/metabolism , Female , Humans , Immunity, Innate/genetics , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/metabolism , Lupus Erythematosus, Systemic/genetics , Middle Aged , Phosphorylation , RNA/metabolism , RNA Splicing/genetics , RNA Stability/physiology , RNA, Circular/genetics , RNA, Double-Stranded/metabolism , Virus Diseases/metabolism , eIF-2 Kinase/immunology
6.
Cell ; 176(3): 564-580.e19, 2019 01 24.
Article in English | MEDLINE | ID: mdl-30580964

ABSTRACT

There are still gaps in our understanding of the complex processes by which p53 suppresses tumorigenesis. Here we describe a novel role for p53 in suppressing the mevalonate pathway, which is responsible for biosynthesis of cholesterol and nonsterol isoprenoids. p53 blocks activation of SREBP-2, the master transcriptional regulator of this pathway, by transcriptionally inducing the ABCA1 cholesterol transporter gene. A mouse model of liver cancer reveals that downregulation of mevalonate pathway gene expression by p53 occurs in premalignant hepatocytes, when p53 is needed to actively suppress tumorigenesis. Furthermore, pharmacological or RNAi inhibition of the mevalonate pathway restricts the development of murine hepatocellular carcinomas driven by p53 loss. Like p53 loss, ablation of ABCA1 promotes murine liver tumorigenesis and is associated with increased SREBP-2 maturation. Our findings demonstrate that repression of the mevalonate pathway is a crucial component of p53-mediated liver tumor suppression and outline the mechanism by which this occurs.


Subject(s)
Mevalonic Acid/metabolism , Tumor Suppressor Protein p53/metabolism , ATP Binding Cassette Transporter 1/metabolism , Animals , Cell Line , Cholesterol/metabolism , Female , Genes, Tumor Suppressor , HCT116 Cells , Hepatocytes/metabolism , Humans , Liver/metabolism , Male , Mice , Mice, Inbred C57BL , Neoplasms/genetics , Promoter Regions, Genetic , Sterol Regulatory Element Binding Protein 2/metabolism , Terpenes/metabolism
7.
Cell ; 169(2): 243-257.e25, 2017 04 06.
Article in English | MEDLINE | ID: mdl-28388409

ABSTRACT

Of all known cultured stem cell types, pluripotent stem cells (PSCs) sit atop the landscape of developmental potency and are characterized by their ability to generate all cell types of an adult organism. However, PSCs show limited contribution to the extraembryonic placental tissues in vivo. Here, we show that a chemical cocktail enables the derivation of stem cells with unique functional and molecular features from mice and humans, designated as extended pluripotent stem (EPS) cells, which are capable of chimerizing both embryonic and extraembryonic tissues. Notably, a single mouse EPS cell shows widespread chimeric contribution to both embryonic and extraembryonic lineages in vivo and permits generating single-EPS-cell-derived mice by tetraploid complementation. Furthermore, human EPS cells exhibit interspecies chimeric competency in mouse conceptuses. Our findings constitute a first step toward capturing pluripotent stem cells with extraembryonic developmental potentials in culture and open new avenues for basic and translational research. VIDEO ABSTRACT.


Subject(s)
Cell Culture Techniques/methods , Pluripotent Stem Cells/cytology , Animals , Blastocyst/cytology , Cell Line , Chimera/metabolism , Dimethindene/pharmacology , Humans , Indicators and Reagents/chemistry , Mice , Minocycline/chemistry , Minocycline/pharmacology , Pluripotent Stem Cells/drug effects , Poly (ADP-Ribose) Polymerase-1/metabolism
8.
Nature ; 630(8015): 189-197, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38811728

ABSTRACT

In developing B cells, V(D)J recombination assembles exons encoding IgH and Igκ variable regions from hundreds of gene segments clustered across Igh and Igk loci. V, D and J gene segments are flanked by conserved recombination signal sequences (RSSs) that target RAG endonuclease1. RAG orchestrates Igh V(D)J recombination upon capturing a JH-RSS within the JH-RSS-based recombination centre1-3 (RC). JH-RSS orientation programmes RAG to scan upstream D- and VH-containing chromatin that is presented in a linear manner by cohesin-mediated loop extrusion4-7. During Igh scanning, RAG robustly utilizes only D-RSSs or VH-RSSs in convergent (deletional) orientation with JH-RSSs4-7. However, for Vκ-to-Jκ joining, RAG utilizes Vκ-RSSs from deletional- and inversional-oriented clusters8, inconsistent with linear scanning2. Here we characterize the Vκ-to-Jκ joining mechanism. Igk undergoes robust primary and secondary rearrangements9,10, which confounds scanning assays. We therefore engineered cells to undergo only primary Vκ-to-Jκ rearrangements and found that RAG scanning from the primary Jκ-RC terminates just 8 kb upstream within the CTCF-site-based Sis element11. Whereas Sis and the Jκ-RC barely interacted with the Vκ locus, the CTCF-site-based Cer element12 4 kb upstream of Sis interacted with various loop extrusion impediments across the locus. Similar to VH locus inversion7, DJH inversion abrogated VH-to-DJH joining; yet Vκ locus or Jκ inversion allowed robust Vκ-to-Jκ joining. Together, these experiments implicated loop extrusion in bringing Vκ segments near Cer for short-range diffusion-mediated capture by RC-based RAG. To identify key mechanistic elements for diffusional V(D)J recombination in Igk versus Igh, we assayed Vκ-to-JH and D-to-Jκ rearrangements in hybrid Igh-Igk loci generated by targeted chromosomal translocations, and pinpointed remarkably strong Vκ and Jκ RSSs. Indeed, RSS replacements in hybrid or normal Igk and Igh loci confirmed the ability of Igk-RSSs to promote robust diffusional joining compared with Igh-RSSs. We propose that Igk evolved strong RSSs to mediate diffusional Vκ-to-Jκ joining, whereas Igh evolved weaker RSSs requisite for modulating VH joining by RAG-scanning impediments.


Subject(s)
Immunoglobulin Heavy Chains , Immunoglobulin Joining Region , Immunoglobulin Variable Region , Immunoglobulin kappa-Chains , V(D)J Recombination , Animals , Female , Male , Mice , Alleles , B-Lymphocytes/immunology , B-Lymphocytes/metabolism , Chromatin/genetics , Chromatin/metabolism , Chromatin/chemistry , Cohesins/metabolism , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Immunoglobulin Heavy Chains/genetics , Immunoglobulin Joining Region/genetics , Immunoglobulin kappa-Chains/genetics , Immunoglobulin Variable Region/genetics , V(D)J Recombination/genetics
9.
Nature ; 627(8005): 890-897, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38448592

ABSTRACT

In eukaryotes, DNA compacts into chromatin through nucleosomes1,2. Replication of the eukaryotic genome must be coupled to the transmission of the epigenome encoded in the chromatin3,4. Here we report cryo-electron microscopy structures of yeast (Saccharomyces cerevisiae) replisomes associated with the FACT (facilitates chromatin transactions) complex (comprising Spt16 and Pob3) and an evicted histone hexamer. In these structures, FACT is positioned at the front end of the replisome by engaging with the parental DNA duplex to capture the histones through the middle domain and the acidic carboxyl-terminal domain of Spt16. The H2A-H2B dimer chaperoned by the carboxyl-terminal domain of Spt16 is stably tethered to the H3-H4 tetramer, while the vacant H2A-H2B site is occupied by the histone-binding domain of Mcm2. The Mcm2 histone-binding domain wraps around the DNA-binding surface of one H3-H4 dimer and extends across the tetramerization interface of the H3-H4 tetramer to the binding site of Spt16 middle domain before becoming disordered. This arrangement leaves the remaining DNA-binding surface of the other H3-H4 dimer exposed to additional interactions for further processing. The Mcm2 histone-binding domain and its downstream linker region are nested on top of Tof1, relocating the parental histones to the replisome front for transfer to the newly synthesized lagging-strand DNA. Our findings offer crucial structural insights into the mechanism of replication-coupled histone recycling for maintaining epigenetic inheritance.


Subject(s)
Chromatin , DNA Replication , Epistasis, Genetic , Histones , Saccharomyces cerevisiae , Binding Sites , Chromatin/chemistry , Chromatin/genetics , Chromatin/metabolism , Chromatin/ultrastructure , Cryoelectron Microscopy , DNA Replication/genetics , DNA, Fungal/biosynthesis , DNA, Fungal/chemistry , DNA, Fungal/metabolism , DNA, Fungal/ultrastructure , Epistasis, Genetic/genetics , Histones/chemistry , Histones/metabolism , Histones/ultrastructure , Multienzyme Complexes/chemistry , Multienzyme Complexes/metabolism , Multienzyme Complexes/ultrastructure , Nucleosomes/chemistry , Nucleosomes/metabolism , Nucleosomes/ultrastructure , Protein Binding , Protein Domains , Protein Multimerization , Saccharomyces cerevisiae/cytology , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae/ultrastructure , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae Proteins/ultrastructure
10.
Mol Cell ; 82(7): 1278-1287.e5, 2022 04 07.
Article in English | MEDLINE | ID: mdl-35271814

ABSTRACT

Cholesterol molecules specifically bind to the resting αßTCR to inhibit cytoplasmic CD3ζ ITAM phosphorylation through sequestering the TCR-CD3 complex in an inactive conformation. The mechanisms of cholesterol-mediated inhibition of TCR-CD3 and its activation remain unclear. Here, we present cryoelectron microscopy structures of cholesterol- and cholesterol sulfate (CS)-inhibited TCR-CD3 complexes and an auto-active TCR-CD3 variant. The structures reveal that cholesterol molecules act like a latch to lock CD3ζ into an inactive conformation in the membrane. Mutations impairing binding of cholesterol molecules to the tunnel result in the movement of the proximal C terminus of the CD3ζ transmembrane helix, thereby activating the TCR-CD3 complex in human cells. Together, our data reveal the structural basis of TCR inhibition by cholesterol, illustrate how the cholesterol-binding tunnel is allosterically coupled to TCR triggering, and lay a foundation for the development of immunotherapies through directly targeting the TCR-CD3 complex.


Subject(s)
Receptor-CD3 Complex, Antigen, T-Cell , T-Lymphocytes , CD3 Complex/genetics , CD3 Complex/metabolism , Cholesterol/metabolism , Cryoelectron Microscopy , Humans , Receptor-CD3 Complex, Antigen, T-Cell/genetics , Receptor-CD3 Complex, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/genetics , Receptors, Antigen, T-Cell/metabolism , T-Lymphocytes/metabolism
11.
Nature ; 622(7983): 619-626, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37758950

ABSTRACT

Postnatal maturation of cardiomyocytes is characterized by a metabolic switch from glycolysis to fatty acid oxidation, chromatin reconfiguration and exit from the cell cycle, instating a barrier for adult heart regeneration1,2. Here, to explore whether metabolic reprogramming can overcome this barrier and enable heart regeneration, we abrogate fatty acid oxidation in cardiomyocytes by inactivation of Cpt1b. We find that disablement of fatty acid oxidation in cardiomyocytes improves resistance to hypoxia and stimulates cardiomyocyte proliferation, allowing heart regeneration after ischaemia-reperfusion injury. Metabolic studies reveal profound changes in energy metabolism and accumulation of α-ketoglutarate in Cpt1b-mutant cardiomyocytes, leading to activation of the α-ketoglutarate-dependent lysine demethylase KDM5 (ref. 3). Activated KDM5 demethylates broad H3K4me3 domains in genes that drive cardiomyocyte maturation, lowering their transcription levels and shifting cardiomyocytes into a less mature state, thereby promoting proliferation. We conclude that metabolic maturation shapes the epigenetic landscape of cardiomyocytes, creating a roadblock for further cell divisions. Reversal of this process allows repair of damaged hearts.


Subject(s)
Cellular Reprogramming , Fatty Acids , Heart , Regeneration , Animals , Mice , Carnitine O-Palmitoyltransferase/deficiency , Carnitine O-Palmitoyltransferase/genetics , Cell Hypoxia , Cell Proliferation , Energy Metabolism , Enzyme Activation , Epigenesis, Genetic , Fatty Acids/metabolism , Heart/physiology , Histone Demethylases/metabolism , Ketoglutaric Acids/metabolism , Mutation , Myocardium , Myocytes, Cardiac/cytology , Myocytes, Cardiac/metabolism , Oxidation-Reduction , Regeneration/physiology , Reperfusion Injury , Transcription, Genetic
12.
Nature ; 614(7948): 445-450, 2023 02.
Article in English | MEDLINE | ID: mdl-36792741

ABSTRACT

Majorana bound states constitute one of the simplest examples of emergent non-Abelian excitations in condensed matter physics. A toy model proposed by Kitaev shows that such states can arise at the ends of a spinless p-wave superconducting chain1. Practical proposals for its realization2,3 require coupling neighbouring quantum dots (QDs) in a chain through both electron tunnelling and crossed Andreev reflection4. Although both processes have been observed in semiconducting nanowires and carbon nanotubes5-8, crossed-Andreev interaction was neither easily tunable nor strong enough to induce coherent hybridization of dot states. Here we demonstrate the simultaneous presence of all necessary ingredients for an artificial Kitaev chain: two spin-polarized QDs in an InSb nanowire strongly coupled by both elastic co-tunnelling (ECT) and crossed Andreev reflection (CAR). We fine-tune this system to a sweet spot where a pair of poor man's Majorana states is predicted to appear. At this sweet spot, the transport characteristics satisfy the theoretical predictions for such a system, including pairwise correlation, zero charge and stability against local perturbations. Although the simple system presented here can be scaled to simulate a full Kitaev chain with an emergent topological order, it can also be used imminently to explore relevant physics related to non-Abelian anyons.

13.
Mol Cell ; 81(12): 2669-2681.e9, 2021 06 17.
Article in English | MEDLINE | ID: mdl-33894155

ABSTRACT

Posttranslational modification (PTM), through the recruitment of effector proteins (i.e., "readers") that signal downstream events, plays key roles in regulating a variety of cellular processes. To understand how a PTM is recognized, it is necessary to find its readers and, importantly, the location of the binding pockets responsible for PTM recognition. Although various methods have been developed to identify PTM readers, it remains a challenge to directly map the PTM-binding regions, especially for intrinsically disordered domains. Here, we demonstrate a photo-crosslinkable, clickable, and cleavable tri-functional amino acid, ADdis-Cys, that when coupled with mass spectrometry (ADdis-Cys-MS) can not only identify PTM readers from complex proteomes but also simultaneously map their PTM-recognition modules. Using ADdis-Cys-MS, we successfully identify the binding sites of several reader-PTM interactions, among which we discover human C1QBP as a histone chaperone. This robust method should find wide applications in examining other histone or non-histone PTM-mediated protein-protein interactions.


Subject(s)
Amino Acids/chemistry , Amino Acids/metabolism , Protein Interaction Mapping/methods , Amino Acids/genetics , Binding Sites , Click Chemistry/methods , Cross-Linking Reagents , Cysteine/analogs & derivatives , Cysteine/chemical synthesis , Cysteine/chemistry , Histones/metabolism , Humans , Mass Spectrometry/methods , Protein Interaction Maps/genetics , Protein Interaction Maps/physiology , Protein Processing, Post-Translational/genetics , Protein Processing, Post-Translational/physiology , Proteome/metabolism , Proteomics/methods
14.
Immunity ; 50(6): 1401-1411.e4, 2019 06 18.
Article in English | MEDLINE | ID: mdl-31076358

ABSTRACT

Inflammasome activation and subsequent pyroptosis are critical defense mechanisms against microbes. However, overactivation of inflammasome leads to death of the host. Although recent studies have uncovered the mechanism of pyroptosis following inflammasome activation, how pyroptotic cell death drives pathogenesis, eventually leading to death of the host, is unknown. Here, we identified inflammasome activation as a trigger for blood clotting through pyroptosis. We have shown that canonical inflammasome activation by the conserved type III secretion system (T3SS) rod proteins from Gram-negative bacteria or noncanonical inflammasome activation by lipopolysaccharide (LPS) induced systemic blood clotting and massive thrombosis in tissues. Following inflammasome activation, pyroptotic macrophages released tissue factor (TF), an essential initiator of coagulation cascades. Genetic or pharmacological inhibition of TF abolishes inflammasome-mediated blood clotting and protects against death. Our data reveal that blood clotting is the major cause of host death following inflammasome activation and demonstrate that inflammasome bridges inflammation with thrombosis.


Subject(s)
Blood Coagulation , Inflammasomes/metabolism , Pyroptosis , Thrombosis/etiology , Thrombosis/metabolism , Animals , Bacterial Infections/complications , Bacterial Infections/microbiology , Biomarkers , Caspases/metabolism , Cell-Derived Microparticles/immunology , Cell-Derived Microparticles/metabolism , Disease Models, Animal , Humans , Lipopolysaccharides/immunology , Macrophages/immunology , Macrophages/metabolism , Mice , Monocytes/immunology , Monocytes/metabolism , Signal Transduction , Thromboplastin/metabolism , Thrombosis/blood , Thrombosis/mortality
15.
Am J Hum Genet ; 111(2): 213-226, 2024 02 01.
Article in English | MEDLINE | ID: mdl-38171363

ABSTRACT

The aim of fine mapping is to identify genetic variants causally contributing to complex traits or diseases. Existing fine-mapping methods employ Bayesian discrete mixture priors and depend on a pre-specified maximum number of causal variants, which may lead to sub-optimal solutions. In this work, we propose a Bayesian fine-mapping method called h2-D2, utilizing a continuous global-local shrinkage prior. We also present an approach to define credible sets of causal variants in continuous prior settings. Simulation studies demonstrate that h2-D2 outperforms current state-of-the-art fine-mapping methods such as SuSiE and FINEMAP in accurately identifying causal variants and estimating their effect sizes. We further applied h2-D2 to prostate cancer analysis and discovered some previously unknown causal variants. In addition, we inferred 369 target genes associated with the detected causal variants and several pathways that were significantly over-represented by these genes, shedding light on their potential roles in prostate cancer development and progression.


Subject(s)
Prostatic Neoplasms , Quantitative Trait Loci , Male , Humans , Bayes Theorem , Polymorphism, Single Nucleotide/genetics , Computer Simulation , Prostatic Neoplasms/genetics , Genome-Wide Association Study/methods
16.
Plant Cell ; 36(7): 2729-2745, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38652680

ABSTRACT

Flowering is a key developmental transition in the plant life cycle. In temperate climates, flowering often occurs in response to the perception of seasonal cues such as changes in day-length and temperature. However, the mechanisms that have evolved to control the timing of flowering in temperate grasses are not fully understood. We identified a Brachypodium distachyon mutant whose flowering is delayed under inductive long-day conditions due to a mutation in the JMJ1 gene, which encodes a Jumonji domain-containing protein. JMJ1 is a histone demethylase that mainly demethylates H3K4me2 and H3K4me3 in vitro and in vivo. Analysis of the genome-wide distribution of H3K4me1, H3K4me2, and H3K4me3 in wild-type plants by chromatin immunoprecipitation and sequencing combined with RNA sequencing revealed that H3K4m1 and H3K4me3 are positively associated with gene transcript levels, whereas H3K4me2 is negatively correlated with transcript levels. Furthermore, JMJ1 directly binds to the chromatin of the flowering regulator genes VRN1 and ID1 and affects their transcription by modifying their H3K4me2 and H3K4me3 levels. Genetic analyses indicated that JMJ1 promotes flowering by activating VRN1 expression. Our study reveals a role for JMJ1-mediated chromatin modification in the proper timing of flowering in B. distachyon.


Subject(s)
Brachypodium , Flowers , Gene Expression Regulation, Plant , Histones , Plant Proteins , Brachypodium/genetics , Brachypodium/physiology , Flowers/genetics , Flowers/physiology , Flowers/growth & development , Plant Proteins/genetics , Plant Proteins/metabolism , Histones/metabolism , Mutation/genetics , Jumonji Domain-Containing Histone Demethylases/genetics , Jumonji Domain-Containing Histone Demethylases/metabolism , Chromatin/metabolism , Chromatin/genetics
17.
Nature ; 598(7879): 76-81, 2021 10.
Article in English | MEDLINE | ID: mdl-34616058

ABSTRACT

Platinum (Pt) has found wide use as an electrocatalyst for sustainable energy conversion systems1-3. The activity of Pt is controlled by its electronic structure (typically, the d-band centre), which depends sensitively on lattice strain4,5. This dependence can be exploited for catalyst design4,6-8, and the use of core-shell structures and elastic substrates has resulted in strain-engineered Pt catalysts with drastically improved electrocatalytic performances7,9-13. However, it is challenging to map in detail the strain-activity correlations in Pt-catalysed conversions, which can involve a number of distinct processes, and to identify the optimal strain modification for specific reactions. Here we show that when ultrathin Pt shells are deposited on palladium-based nanocubes, expansion and shrinkage of the nanocubes through phosphorization and dephosphorization induces strain in the Pt(100) lattice that can be adjusted from -5.1 per cent to 5.9 per cent. We use this strain control to tune the electrocatalytic activity of the Pt shells over a wide range, finding that the strain-activity correlation for the methanol oxidation reaction and hydrogen evolution reaction follows an M-shaped curve and a volcano-shaped curve, respectively. We anticipate that our approach can be used to screen out lattice strain that will optimize the performance of Pt catalysts-and potentially other metal catalysts-for a wide range of reactions.

18.
Mol Cell ; 76(4): 660-675.e9, 2019 11 21.
Article in English | MEDLINE | ID: mdl-31542297

ABSTRACT

Histone posttranslational modifications (PTMs) regulate chromatin structure and dynamics during various DNA-associated processes. Here, we report that lysine glutarylation (Kglu) occurs at 27 lysine residues on human core histones. Using semi-synthetic glutarylated histones, we show that an evolutionarily conserved Kglu at histone H4K91 destabilizes nucleosome in vitro. In Saccharomyces cerevisiae, the replacement of H4K91 by glutamate that mimics Kglu influences chromatin structure and thereby results in a global upregulation of transcription and defects in cell-cycle progression, DNA damage repair, and telomere silencing. In mammalian cells, H4K91glu is mainly enriched at promoter regions of highly expressed genes. A downregulation of H4K91glu is tightly associated with chromatin condensation during mitosis and in response to DNA damage. The cellular dynamics of H4K91glu is controlled by Sirt7 as a deglutarylase and KAT2A as a glutaryltransferase. This study designates a new histone mark (Kglu) as a new regulatory mechanism for chromatin dynamics.


Subject(s)
Chromatin Assembly and Disassembly , DNA Damage , Glutarates/metabolism , Histones/metabolism , Mitosis , Nucleosomes/metabolism , Protein Processing, Post-Translational , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Animals , HEK293 Cells , HL-60 Cells , HeLa Cells , Hep G2 Cells , Histone Acetyltransferases/genetics , Histone Acetyltransferases/metabolism , Humans , Lysine , Mice , Nucleosomes/genetics , RAW 264.7 Cells , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/growth & development , Saccharomyces cerevisiae Proteins/genetics , Sirtuins/genetics , Sirtuins/metabolism , Time Factors
19.
Proc Natl Acad Sci U S A ; 121(21): e2319060121, 2024 May 21.
Article in English | MEDLINE | ID: mdl-38753516

ABSTRACT

Multicellular organisms are composed of many tissue types that have distinct morphologies and functions, which are largely driven by specialized proteomes and interactomes. To define the proteome and interactome of a specific type of tissue in an intact animal, we developed a localized proteomics approach called Methionine Analog-based Cell-Specific Proteomics and Interactomics (MACSPI). This method uses the tissue-specific expression of an engineered methionyl-tRNA synthetase to label proteins with a bifunctional amino acid 2-amino-5-diazirinylnonynoic acid in selected cells. We applied MACSPI in Caenorhabditis elegans, a model multicellular organism, to selectively label, capture, and profile the proteomes of the body wall muscle and the nervous system, which led to the identification of tissue-specific proteins. Using the photo-cross-linker, we successfully profiled HSP90 interactors in muscles and neurons and identified tissue-specific interactors and stress-related interactors. Our study demonstrates that MACSPI can be used to profile tissue-specific proteomes and interactomes in intact multicellular organisms.


Subject(s)
Caenorhabditis elegans Proteins , Caenorhabditis elegans , Proteome , Proteomics , Animals , Caenorhabditis elegans/metabolism , Proteomics/methods , Caenorhabditis elegans Proteins/metabolism , Proteome/metabolism , Methionine-tRNA Ligase/metabolism , Methionine-tRNA Ligase/genetics , HSP90 Heat-Shock Proteins/metabolism , Organ Specificity , Muscles/metabolism , Neurons/metabolism
20.
Proc Natl Acad Sci U S A ; 121(45): e2404758121, 2024 Nov 05.
Article in English | MEDLINE | ID: mdl-39432766

ABSTRACT

The El Niño-Southern Oscillation (ENSO), originating in the central and eastern equatorial Pacific, is a defining mode of interannual climate variability with profound impact on global climate and ecosystems. However, an understanding of how the ENSO might have evolved over geological timescales is still lacking, despite a well-accepted recognition that such an understanding has direct implications for constraining human-induced future ENSO changes. Here, using climate simulations, we show that ENSO has been a leading mode of tropical sea surface temperature (SST) variability in the past 250 My but with substantial variations in amplitude across geological periods. We show this result by performing and analyzing a series of coupled time-slice climate simulations forced by paleogeography, atmospheric CO2 concentrations, and solar radiation for the past 250 My, in 10-My intervals. The variations in ENSO amplitude across geological periods are little related to mean equatorial zonal SST gradient or global mean surface temperature of the respective periods but are primarily determined by interperiod difference in the background thermocline depth, according to a linear stability analysis. In addition, variations in atmospheric noise serve as an independent contributing factor to ENSO variations across intergeological periods. The two factors together explain about 76% of the interperiod variations in ENSO amplitude over the past 250 My. Our findings support the importance of changing ocean vertical thermal structure and atmospheric noise in influencing projected future ENSO change and its uncertainty.

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