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1.
Cell ; 187(2): 294-311.e21, 2024 01 18.
Article in English | MEDLINE | ID: mdl-38128537

ABSTRACT

Lactylation is a lactate-induced post-translational modification best known for its roles in epigenetic regulation. Herein, we demonstrate that MRE11, a crucial homologous recombination (HR) protein, is lactylated at K673 by the CBP acetyltransferase in response to DNA damage and dependent on ATM phosphorylation of the latter. MRE11 lactylation promotes its binding to DNA, facilitating DNA end resection and HR. Inhibition of CBP or LDH downregulated MRE11 lactylation, impaired HR, and enhanced chemosensitivity of tumor cells in patient-derived xenograft and organoid models. A cell-penetrating peptide that specifically blocks MRE11 lactylation inhibited HR and sensitized cancer cells to cisplatin and PARPi. These findings unveil lactylation as a key regulator of HR, providing fresh insights into the ways in which cellular metabolism is linked to DSB repair. They also imply that the Warburg effect can confer chemoresistance through enhancing HR and suggest a potential therapeutic strategy of targeting MRE11 lactylation to mitigate the effects.


Subject(s)
DNA-Binding Proteins , MRE11 Homologue Protein , Recombinational DNA Repair , Humans , DNA , DNA Breaks, Double-Stranded , DNA Repair , DNA-Binding Proteins/metabolism , Epigenesis, Genetic , Homologous Recombination , MRE11 Homologue Protein/metabolism , Lactic Acid/metabolism
2.
Cell ; 187(3): 733-749.e16, 2024 Feb 01.
Article in English | MEDLINE | ID: mdl-38306984

ABSTRACT

Autoimmune diseases disproportionately affect females more than males. The XX sex chromosome complement is strongly associated with susceptibility to autoimmunity. Xist long non-coding RNA (lncRNA) is expressed only in females to randomly inactivate one of the two X chromosomes to achieve gene dosage compensation. Here, we show that the Xist ribonucleoprotein (RNP) complex comprising numerous autoantigenic components is an important driver of sex-biased autoimmunity. Inducible transgenic expression of a non-silencing form of Xist in male mice introduced Xist RNP complexes and sufficed to produce autoantibodies. Male SJL/J mice expressing transgenic Xist developed more severe multi-organ pathology in a pristane-induced lupus model than wild-type males. Xist expression in males reprogrammed T and B cell populations and chromatin states to more resemble wild-type females. Human patients with autoimmune diseases displayed significant autoantibodies to multiple components of XIST RNP. Thus, a sex-specific lncRNA scaffolds ubiquitous RNP components to drive sex-biased immunity.


Subject(s)
Autoantibodies , Autoimmune Diseases , RNA, Long Noncoding , Animals , Female , Humans , Male , Mice , Autoantibodies/genetics , Autoimmune Diseases/genetics , Autoimmunity/genetics , Ribonucleoproteins/genetics , Ribonucleoproteins/metabolism , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , X Chromosome/genetics , X Chromosome/metabolism , X Chromosome Inactivation , Sex Characteristics
3.
Cell ; 185(26): 4904-4920.e22, 2022 12 22.
Article in English | MEDLINE | ID: mdl-36516854

ABSTRACT

Cells communicate with each other via receptor-ligand interactions. Here, we describe lentiviral-mediated cell entry by engineered receptor-ligand interaction (ENTER) to display ligand proteins, deliver payloads, and record receptor specificity. We optimize ENTER to decode interactions between T cell receptor (TCR)-MHC peptides, antibody-antigen, and other receptor-ligand pairs. A viral presentation strategy allows ENTER to capture interactions between B cell receptor and any antigen. We engineer ENTER to deliver genetic payloads to antigen-specific T or B cells to selectively modulate cellular behavior in mixed populations. Single-cell readout of ENTER by RNA sequencing (ENTER-seq) enables multiplexed enumeration of antigen specificities, TCR clonality, cell type, and states of individual T cells. ENTER-seq of CMV-seropositive patient blood samples reveals the viral epitopes that drive effector memory T cell differentiation and inter-clonal vs. intra-clonal phenotypic diversity targeting the same epitope. ENTER technology enables systematic discovery of receptor specificity, linkage to cell fates, and antigen-specific cargo delivery.


Subject(s)
Receptors, Antigen, T-Cell , Virus Internalization , Humans , Biology , Epitopes , Ligands , Peptides , Receptors, Antigen, T-Cell/metabolism , Single-Cell Analysis , Genomics
4.
Cell ; 184(7): 1790-1803.e17, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33735607

ABSTRACT

The long non-coding RNA (lncRNA) XIST establishes X chromosome inactivation (XCI) in female cells in early development and thereafter is thought to be largely dispensable. Here, we show XIST is continually required in adult human B cells to silence a subset of X-linked immune genes such as TLR7. XIST-dependent genes lack promoter DNA methylation and require continual XIST-dependent histone deacetylation. XIST RNA-directed proteomics and CRISPRi screen reveal distinctive somatic cell-type-specific XIST complexes and identify TRIM28 that mediates Pol II pausing at promoters of X-linked genes in B cells. Single-cell transcriptome data of female patients with either systemic lupus erythematosus or COVID-19 infection revealed XIST dysregulation, reflected by escape of XIST-dependent genes, in CD11c+ atypical memory B cells (ABCs). XIST inactivation with TLR7 agonism suffices to promote isotype-switched ABCs. These results indicate cell-type-specific diversification and function for lncRNA-protein complexes and suggest expanded roles for XIST in sex-differences in biology and medicine.


Subject(s)
B-Lymphocytes/immunology , COVID-19 , Lupus Erythematosus, Systemic , RNA, Long Noncoding/physiology , Toll-Like Receptor 7/immunology , X Chromosome Inactivation , COVID-19/genetics , COVID-19/immunology , Cell Line , DNA Methylation , Female , Gene Silencing , Humans , Lupus Erythematosus, Systemic/genetics , Lupus Erythematosus, Systemic/immunology
5.
Immunity ; 57(6): 1324-1344.e8, 2024 Jun 11.
Article in English | MEDLINE | ID: mdl-38776918

ABSTRACT

Peripheral CD8+ T cell tolerance is a checkpoint in both autoimmune disease and anti-cancer immunity. Despite its importance, the relationship between tolerance-induced states and other CD8+ T cell differentiation states remains unclear. Using flow cytometric phenotyping, single-cell RNA sequencing (scRNA-seq), and chromatin accessibility profiling, we demonstrated that in vivo peripheral tolerance to a self-antigen triggered a fundamentally distinct differentiation state separate from exhaustion, memory, and functional effector cells but analogous to cells defectively primed against tumors. Tolerant cells diverged early and progressively from effector cells, adopting a transcriptionally and epigenetically distinct state within 60 h of antigen encounter. Breaching tolerance required the synergistic actions of strong T cell receptor (TCR) signaling and inflammation, which cooperatively induced gene modules that enhanced protein translation. Weak TCR signaling during bystander infection failed to breach tolerance due to the uncoupling of effector gene expression from protein translation. Thus, tolerance engages a distinct differentiation trajectory enforced by protein translation defects.


Subject(s)
CD8-Positive T-Lymphocytes , Cell Differentiation , Immune Tolerance , Protein Biosynthesis , Receptors, Antigen, T-Cell , CD8-Positive T-Lymphocytes/immunology , Animals , Cell Differentiation/immunology , Mice , Receptors, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/immunology , Immune Tolerance/immunology , Protein Biosynthesis/immunology , Signal Transduction/immunology , Mice, Inbred C57BL , Autoantigens/immunology
6.
Mol Cell ; 84(11): 2104-2118.e6, 2024 Jun 06.
Article in English | MEDLINE | ID: mdl-38761795

ABSTRACT

Circular RNAs (circRNAs) are stable RNAs present in cell-free RNA, which may comprise cellular debris and pathogen genomes. Here, we investigate the phenomenon and mechanism of cellular uptake and intracellular fate of exogenous circRNAs. Human myeloid cells and B cells selectively internalize extracellular circRNAs. Macrophage uptake of circRNA is rapid, energy dependent, and saturable. CircRNA uptake can lead to translation of encoded sequences and antigen presentation. The route of internalization influences immune activation after circRNA uptake, with distinct gene expression programs depending on the route of RNA delivery. Genome-scale CRISPR screens and chemical inhibitor studies nominate macrophage scavenger receptor MSR1, Toll-like receptors, and mTOR signaling as key regulators of receptor-mediated phagocytosis of circRNAs, a dominant pathway to internalize circRNAs in parallel to macropinocytosis. These results suggest that cell-free circRNA serves as an "eat me" signal and danger-associated molecular pattern, indicating orderly pathways of recognition and disposal.


Subject(s)
Macrophages , Phagocytosis , RNA, Circular , Signal Transduction , RNA, Circular/genetics , RNA, Circular/metabolism , Humans , Macrophages/metabolism , TOR Serine-Threonine Kinases/metabolism , TOR Serine-Threonine Kinases/genetics , Animals , Toll-Like Receptors/metabolism , Toll-Like Receptors/genetics , B-Lymphocytes/metabolism , B-Lymphocytes/immunology , Scavenger Receptors, Class A/metabolism , Scavenger Receptors, Class A/genetics , Antigen Presentation , Pinocytosis , Mice
7.
Nat Immunol ; 19(7): 696-707, 2018 07.
Article in English | MEDLINE | ID: mdl-29925992

ABSTRACT

There is growing recognition that B cell contributions to normal immune responses extend well beyond their potential to become antibody-producing cells, including roles at the innate-adaptive interface and their potential to modulate the responses of other immune cells such as T cells and myeloid cells. These B cell functions can have both pathogenic and protective effects in the context of central nervous system (CNS) inflammation. Here, we review recent advances in the field of multiple sclerosis (MS), which has traditionally been viewed as primarily a T cell-mediated disease, and we consider antibody-dependent and, particularly, emerging antibody-independent functions of B cells that may be relevant in both the peripheral and CNS disease compartments.


Subject(s)
B-Lymphocytes/immunology , Multiple Sclerosis/immunology , Antibody Formation , Antigen Presentation , Central Nervous System , Cytokines/biosynthesis , Humans , Immune Tolerance , Multiple Sclerosis/therapy , T-Lymphocytes/immunology
8.
Nature ; 625(7993): 60-65, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38172363

ABSTRACT

Semiconducting graphene plays an important part in graphene nanoelectronics because of the lack of an intrinsic bandgap in graphene1. In the past two decades, attempts to modify the bandgap either by quantum confinement or by chemical functionalization failed to produce viable semiconducting graphene. Here we demonstrate that semiconducting epigraphene (SEG) on single-crystal silicon carbide substrates has a band gap of 0.6 eV and room temperature mobilities exceeding 5,000 cm2 V-1 s-1, which is 10 times larger than that of silicon and 20 times larger than that of the other two-dimensional semiconductors. It is well known that when silicon evaporates from silicon carbide crystal surfaces, the carbon-rich surface crystallizes to produce graphene multilayers2. The first graphitic layer to form on the silicon-terminated face of SiC is an insulating epigraphene layer that is partially covalently bonded to the SiC surface3. Spectroscopic measurements of this buffer layer4 demonstrated semiconducting signatures4, but the mobilities of this layer were limited because of disorder5. Here we demonstrate a quasi-equilibrium annealing method that produces SEG (that is, a well-ordered buffer layer) on macroscopic atomically flat terraces. The SEG lattice is aligned with the SiC substrate. It is chemically, mechanically and thermally robust and can be patterned and seamlessly connected to semimetallic epigraphene using conventional semiconductor fabrication techniques. These essential properties make SEG suitable for nanoelectronics.

9.
Mol Cell ; 82(6): 1169-1185.e7, 2022 03 17.
Article in English | MEDLINE | ID: mdl-35202573

ABSTRACT

Polycomb group (PcG) proteins are essential for post-implantation development by depositing repressive histone modifications at promoters, mainly CpG islands (CGIs), of developmental regulator genes. However, promoter PcG marks are erased after fertilization and de novo established in peri-implantation embryos, coinciding with the transition from naive to primed pluripotency. Nevertheless, the molecular basis for this establishment remains unknown. In this study, we show that the expression of the long KDM2B isoform (KDM2BLF), which contains the demethylase domain, is specifically induced at peri-implantation and that its H3K36me2 demethylase activity is required for PcG enrichment at CGIs. Moreover, KDM2BLF interacts with BRG1/BRM-associated factor (BAF) and stabilizes BAF occupancy at CGIs for subsequent gain of accessibility, which precedes PcG enrichment. Consistently, KDM2BLF inactivation results in significantly delayed post-implantation development. In summary, our data unveil dynamic chromatin configuration of CGIs during exit from naive pluripotency and provide a conceptual framework for the spatiotemporal establishment of PcG functions.


Subject(s)
Chromatin , Drosophila Proteins , CpG Islands , Drosophila Proteins/metabolism , Histone Code , Polycomb-Group Proteins/genetics , Polycomb-Group Proteins/metabolism , Promoter Regions, Genetic
10.
Immunity ; 53(4): 805-823.e15, 2020 10 13.
Article in English | MEDLINE | ID: mdl-33053330

ABSTRACT

The activating receptor CD226 is expressed on lymphocytes, monocytes, and platelets and promotes anti-tumor immunity in pre-clinical models. Here, we examined the role of CD226 in the function of tumor-infiltrating lymphocytes (TILs) and resistance to immunotherapy. In murine tumors, a large proportion of CD8+ TILs had decreased surface expression of CD226 and exhibited features of dysfunction, whereas CD226hi TILs were highly functional. This correlation was seen also in TILs isolated from HNSCC patients. Mutation of CD226 at tyrosine 319 (Y319) led to increased CD226 surface expression, enhanced anti-tumor immunity and improved efficacy of immune checkpoint blockade (ICB). Mechanistically, tumor-derived CD155, the ligand for CD226, initiated phosphorylation of Y319 by Src kinases, thereby enabling ubiquitination of CD226 by CBL-B, internalization, and proteasomal degradation. In pre-treatment samples from melanoma patients, CD226+CD8+ T cells correlated with improved progression-free survival following ICB. Our findings argue for the development of therapies aimed at maintaining the expression of CD226.


Subject(s)
Antigens, Differentiation, T-Lymphocyte/immunology , CD8-Positive T-Lymphocytes/immunology , Receptors, Virus/immunology , Animals , Cell Line , Cell Line, Tumor , HEK293 Cells , Humans , Immune Checkpoint Inhibitors/immunology , Immunotherapy/methods , Jurkat Cells , Lymphocytes, Tumor-Infiltrating/immunology , Male , Melanoma/immunology , Mice , Mice, Inbred C57BL
11.
Nature ; 623(7987): 625-632, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37880368

ABSTRACT

Identifying metabolic steps that are specifically required for the survival of cancer cells but are dispensable in normal cells remains a challenge1. Here we report a therapeutic vulnerability in a sugar nucleotide biosynthetic pathway that can be exploited in cancer cells with only a limited impact on normal cells. A systematic examination of conditionally essential metabolic enzymes revealed that UXS1, a Golgi enzyme that converts one sugar nucleotide (UDP-glucuronic acid, UDPGA) to another (UDP-xylose), is essential only in cells that express high levels of the enzyme immediately upstream of it, UGDH. This conditional relationship exists because UXS1 is required to prevent excess accumulation of UDPGA, which is produced by UGDH. UXS1 not only clears away UDPGA but also limits its production through negative feedback on UGDH. Excess UDPGA disrupts Golgi morphology and function, which impedes the trafficking of surface receptors such as EGFR to the plasma membrane and diminishes the signalling capacity of cells. UGDH expression is elevated in several cancers, including lung adenocarcinoma, and is further enhanced during chemoresistant selection. As a result, these cancer cells are selectively dependent on UXS1 for UDPGA detoxification, revealing a potential weakness in tumours with high levels of UGDH.


Subject(s)
Neoplasms , Uridine Diphosphate Glucuronic Acid , Humans , Neoplasms/drug therapy , Neoplasms/metabolism , Neoplasms/pathology , Signal Transduction , Uridine Diphosphate Glucuronic Acid/biosynthesis , Uridine Diphosphate Glucuronic Acid/metabolism , Uridine Diphosphate Xylose/biosynthesis , Uridine Diphosphate Xylose/metabolism , Adenocarcinoma of Lung , Lung Neoplasms
12.
Cell ; 154(5): 1074-1084, 2013 Aug 29.
Article in English | MEDLINE | ID: mdl-23993097

ABSTRACT

Growth of prostate cancer cells is dependent upon androgen stimulation of the androgen receptor (AR). Dihydrotestosterone (DHT), the most potent androgen, is usually synthesized in the prostate from testosterone secreted by the testis. Following chemical or surgical castration, prostate cancers usually shrink owing to testosterone deprivation. However, tumors often recur, forming castration-resistant prostate cancer (CRPC). Here, we show that CRPC sometimes expresses a gain-of-stability mutation that leads to a gain-of-function in 3ß-hydroxysteroid dehydrogenase type 1 (3ßHSD1), which catalyzes the initial rate-limiting step in conversion of the adrenal-derived steroid dehydroepiandrosterone to DHT. The mutation (N367T) does not affect catalytic function, but it renders the enzyme resistant to ubiquitination and degradation, leading to profound accumulation. Whereas dehydroepiandrosterone conversion to DHT is usually very limited, expression of 367T accelerates this conversion and provides the DHT necessary to activate the AR. We suggest that 3ßHSD1 is a valid target for the treatment of CRPC.


Subject(s)
3-Hydroxysteroid Dehydrogenases/genetics , Dihydrotestosterone/metabolism , Gene Expression Regulation, Neoplastic , Prostatic Neoplasms/enzymology , Prostatic Neoplasms/genetics , 3-Hydroxysteroid Dehydrogenases/metabolism , Androgens/metabolism , Animals , Humans , Male , Mice , Prostatic Neoplasms/metabolism , Proteolysis , Ubiquitination
13.
Genes Dev ; 34(21-22): 1503-1519, 2020 11 01.
Article in English | MEDLINE | ID: mdl-33004416

ABSTRACT

EBF1 and PAX5 mutations are associated with the development of B progenitor acute lymphoblastic leukemia (B-ALL) in humans. To understand the molecular networks driving leukemia in the Ebf1+/-Pax5+/- (dHet) mouse model for B-ALL, we interrogated the transcriptional profiles and chromatin status of leukemic cells, preleukemic dHet pro-B, and wild-type pro-B cells with the corresponding EBF1 and Pax5 cistromes. In dHet B-ALL cells, many EBF1 and Pax5 target genes encoding pre-BCR signaling components and transcription factors were down-regulated, whereas Myc and genes downstream from IL-7 signaling or associated with the folate pathway were up-regulated. We show that blockade of IL-7 signaling in vivo and methotrexate treatment of leukemic cells in vitro attenuate the expansion of leukemic cells. Single-cell RNA-sequencing revealed heterogeneity of leukemic cells and identified a subset of wild-type pro-B cells with reduced Ebf1 and enhanced Myc expression that show hallmarks of dHet B-ALL cells. Thus, EBF1 and Pax5 may safeguard early stage B cells from transformation to B-ALL by limiting IL-7 signaling, folate metabolism and Myc expression.


Subject(s)
Folic Acid/metabolism , Interleukin-7/physiology , PAX5 Transcription Factor/metabolism , Precursor Cell Lymphoblastic Leukemia-Lymphoma/physiopathology , Proto-Oncogene Proteins c-myc/genetics , Signal Transduction/genetics , Trans-Activators/metabolism , Animals , Carbon/metabolism , Cell Survival/genetics , Cell Transformation, Neoplastic/genetics , Disease Models, Animal , Gene Expression Regulation, Neoplastic/genetics , Gene Regulatory Networks/genetics , Mice , PAX5 Transcription Factor/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor Cells, B-Lymphoid/pathology , Protein Binding , Single-Cell Analysis , Trans-Activators/genetics
14.
Development ; 151(20)2024 Oct 15.
Article in English | MEDLINE | ID: mdl-38572957

ABSTRACT

The ovarian microenvironment plays a crucial role in ensuring the reproductive success of viviparous teleosts. However, the molecular mechanism underlying the interaction between spermatozoa and the ovarian microenvironment has remained elusive. This study aimed to contribute to a better understanding of this process in black rockfish (Sebastes schlegelii) using integrated multi-omics approaches. The results demonstrated significant upregulation of ovarian complement-related proteins and pattern recognition receptors, along with remodeling of glycans on the surface of spermatozoa at the early spermatozoa-storage stage (1 month after mating). As spermatozoa were stored over time, ovarian complement proteins were progressively repressed by tryptophan and hippurate, indicating a remarkable adaptation of spermatozoa to the ovarian microenvironment. Before fertilization, a notable upregulation of cellular junction proteins was observed. The study revealed that spermatozoa bind to ZPB2a protein through GSTM3 and that ZPB2a promotes spermatozoa survival and movement in a GSTM3-dependent manner. These findings shed light on a key mechanism that influences the dynamics of spermatozoa in the female reproductive tract, providing valuable insights into the molecular networks regulating spermatozoa adaptation and survival in species with internal fertilization.


Subject(s)
Ovary , Spermatozoa , Animals , Male , Female , Spermatozoa/metabolism , Ovary/metabolism , Fertilization , Viviparity, Nonmammalian , Proteomics , Fish Proteins/metabolism , Fish Proteins/genetics , Fishes/metabolism , Cellular Microenvironment , Multiomics
15.
Nature ; 600(7890): 731-736, 2021 12.
Article in English | MEDLINE | ID: mdl-34819668

ABSTRACT

Extrachromosomal DNA (ecDNA) is prevalent in human cancers and mediates high expression of oncogenes through gene amplification and altered gene regulation1. Gene induction typically involves cis-regulatory elements that contact and activate genes on the same chromosome2,3. Here we show that ecDNA hubs-clusters of around 10-100 ecDNAs within the nucleus-enable intermolecular enhancer-gene interactions to promote oncogene overexpression. ecDNAs that encode multiple distinct oncogenes form hubs in diverse cancer cell types and primary tumours. Each ecDNA is more likely to transcribe the oncogene when spatially clustered with additional ecDNAs. ecDNA hubs are tethered by the bromodomain and extraterminal domain (BET) protein BRD4 in a MYC-amplified colorectal cancer cell line. The BET inhibitor JQ1 disperses ecDNA hubs and preferentially inhibits ecDNA-derived-oncogene transcription. The BRD4-bound PVT1 promoter is ectopically fused to MYC and duplicated in ecDNA, receiving promiscuous enhancer input to drive potent expression of MYC. Furthermore, the PVT1 promoter on an exogenous episome suffices to mediate gene activation in trans by ecDNA hubs in a JQ1-sensitive manner. Systematic silencing of ecDNA enhancers by CRISPR interference reveals intermolecular enhancer-gene activation among multiple oncogene loci that are amplified on distinct ecDNAs. Thus, protein-tethered ecDNA hubs enable intermolecular transcriptional regulation and may serve as units of oncogene function and cooperative evolution and as potential targets for cancer therapy.


Subject(s)
Neoplasms , Nuclear Proteins , Azepines/pharmacology , Cell Cycle Proteins/genetics , Cell Line, Tumor , Gene Amplification , Gene Expression Regulation, Neoplastic , Humans , Neoplasms/genetics , Nuclear Proteins/genetics , Oncogenes/genetics , Transcription Factors/genetics
16.
Proc Natl Acad Sci U S A ; 121(4): e2305745121, 2024 Jan 23.
Article in English | MEDLINE | ID: mdl-38236731

ABSTRACT

The development of vaccines, which induce effective immune responses while ensuring safety and affordability, remains a substantial challenge. In this study, we proposed a vaccine model of a restructured "head-to-tail" dimer to efficiently stimulate B cell response. We also demonstrate the feasibility of using this model to develop a paramyxovirus vaccine through a low-cost rice endosperm expression system. Crystal structure and small-angle X-ray scattering data showed that the restructured hemagglutinin-neuraminidase (HN) formed tetramers with fully exposed quadruple receptor binding domains and neutralizing epitopes. In comparison with the original HN antigen and three traditional commercial whole virus vaccines, the restructured HN facilitated critical epitope exposure and initiated a faster and more potent immune response. Two-dose immunization with 0.5 µg of the restructured antigen (equivalent to one-127th of a rice grain) and one-dose with 5 µg completely protected chickens against a lethal challenge of the virus. These results demonstrate that the restructured HN from transgenic rice seeds is safe, effective, low-dose useful, and inexpensive. We provide a plant platform and a simple restructured model for highly effective vaccine development.


Subject(s)
Oryza , Paramyxovirinae , Viral Vaccines , Animals , Chickens , Newcastle disease virus , Oryza/genetics , Universal Design , Epitopes , Antibodies, Viral
17.
Genes Dev ; 33(15-16): 1048-1068, 2019 08 01.
Article in English | MEDLINE | ID: mdl-31221665

ABSTRACT

Fetal hematopoietic stem and progenitor cells (HSPCs) hold promise to cure a wide array of hematological diseases, and we previously found a role for the RNA-binding protein (RBP) Lin28b in respecifying adult HSPCs to resemble their fetal counterparts. Here we show by single-cell RNA sequencing that Lin28b alone was insufficient for complete reprogramming of gene expression from the adult toward the fetal pattern. Using proteomics and in situ analyses, we found that Lin28b (and its closely related paralog, Lin28a) directly interacted with Igf2bp3, another RBP, and their enforced co-expression in adult HSPCs reactivated fetal-like B-cell development in vivo more efficiently than either factor alone. In B-cell progenitors, Lin28b and Igf2bp3 jointly stabilized thousands of mRNAs by binding at the same sites, including those of the B-cell regulators Pax5 and Arid3a as well as Igf2bp3 mRNA itself, forming an autoregulatory loop. Our results suggest that Lin28b and Igf2bp3 are at the center of a gene regulatory network that mediates the fetal-adult hematopoietic switch. A method to efficiently generate induced fetal-like hematopoietic stem cells (ifHSCs) will facilitate basic studies of their biology and possibly pave a path toward their clinical application.


Subject(s)
Cellular Reprogramming/genetics , DNA-Binding Proteins/metabolism , Gene Regulatory Networks , Hematopoietic Stem Cells/physiology , RNA-Binding Proteins/metabolism , Animals , Binding Sites , Cells, Cultured , DNA-Binding Proteins/genetics , Mice , MicroRNAs/metabolism , Models, Animal , RNA, Messenger/metabolism , RNA-Binding Proteins/genetics
18.
Semin Cell Dev Biol ; 156: 228-243, 2024 03 15.
Article in English | MEDLINE | ID: mdl-37558522

ABSTRACT

The communication between the gut and brain is crucial for regulating various essential physiological functions, such as energy balance, fluid homeostasis, immune response, and emotion. The vagal sensory pathway plays an indispensable role in connecting the gut to the brain. Recently, our knowledge of the vagal gut-brain axis has significantly advanced through molecular genetic studies, revealing a diverse range of vagal sensory cell types with distinct peripheral innervations, response profiles, and physiological functions. Here, we review the current understanding of how vagal sensory neurons contribute to gut-brain communication. First, we highlight recent transcriptomic and genetic approaches that have characterized different vagal sensory cell types. Then, we focus on discussing how different subtypes encode numerous gut-derived signals and how their activities are translated into physiological and behavioral regulations. The emerging insights into the diverse cell types and functional properties of vagal sensory neurons have paved the way for exciting future directions, which may provide valuable insights into potential therapeutic targets for disorders involving gut-brain communication.


Subject(s)
Brain , Vagus Nerve , Afferent Pathways/physiology , Brain/physiology , Vagus Nerve/physiology , Sensory Receptor Cells , Gene Expression Profiling
19.
Hum Mol Genet ; 33(4): 342-354, 2024 Feb 01.
Article in English | MEDLINE | ID: mdl-37944069

ABSTRACT

Peripheral blood mononuclear cells (PBMCs) reflect systemic immune response during cancer progression. However, a comprehensive understanding of the composition and function of PBMCs in cancer patients is lacking, and the potential of these features to assist cancer diagnosis is also unclear. Here, the compositional and status differences between cancer patients and healthy donors in PBMCs were investigated by single-cell RNA sequencing (scRNA-seq), involving 262,025 PBMCs from 68 cancer samples and 14 healthy samples. We observed an enhanced activation and differentiation of most immune subsets in cancer patients, along with reduction of naïve T cells, expansion of macrophages, impairment of NK cells and myeloid cells, as well as tumor promotion and immunosuppression. Based on characteristics including differential cell type abundances and/or hub genes identified from weight gene co-expression network analysis (WGCNA) modules of each major cell type, we applied logistic regression to construct cancer diagnosis models. Furthermore, we found that the above models can distinguish cancer patients and healthy donors with high sensitivity. Our study provided new insights into using the features of PBMCs in non-invasive cancer diagnosis.


Subject(s)
Leukocytes, Mononuclear , Neoplasms , Humans , Single-Cell Gene Expression Analysis , Neoplasms/diagnosis , Neoplasms/genetics , Cell Differentiation , Cell Transformation, Neoplastic
20.
Brief Bioinform ; 25(2)2024 Jan 22.
Article in English | MEDLINE | ID: mdl-38305453

ABSTRACT

Target enrichment sequencing techniques are gaining widespread use in the field of genomics, prized for their economic efficiency and swift processing times. However, their success depends on the performance of probes and the evenness of sequencing depth among each probe. To accurately predict probe coverage depth, a model called Deqformer is proposed in this study. Deqformer utilizes the oligonucleotides sequence of each probe, drawing inspiration from Watson-Crick base pairing and incorporating two BERT encoders to capture the underlying information from the forward and reverse probe strands, respectively. The encoded data are combined with a feed-forward network to make precise predictions of sequencing depth. The performance of Deqformer is evaluated on four different datasets: SNP panel with 38 200 probes, lncRNA panel with 2000 probes, synthetic panel with 5899 probes and HD-Marker panel for Yesso scallop with 11 000 probes. The SNP and synthetic panels achieve impressive factor 3 of accuracy (F3acc) of 96.24% and 99.66% in 5-fold cross-validation. F3acc rates of over 87.33% and 72.56% are obtained when training on the SNP panel and evaluating performance on the lncRNA and HD-Marker datasets, respectively. Our analysis reveals that Deqformer effectively captures hybridization patterns, making it robust for accurate predictions in various scenarios. Deqformer leads to a novel perspective for probe design pipeline, aiming to enhance efficiency and effectiveness in probe design tasks.


Subject(s)
Deep Learning , RNA, Long Noncoding , DNA Probes/genetics , Nucleic Acid Hybridization , Genomics
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