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1.
Cell ; 182(5): 1198-1213.e14, 2020 09 03.
Article in English | MEDLINE | ID: mdl-32888493

ABSTRACT

Most loci identified by GWASs have been found in populations of European ancestry (EUR). In trans-ethnic meta-analyses for 15 hematological traits in 746,667 participants, including 184,535 non-EUR individuals, we identified 5,552 trait-variant associations at p < 5 × 10-9, including 71 novel associations not found in EUR populations. We also identified 28 additional novel variants in ancestry-specific, non-EUR meta-analyses, including an IL7 missense variant in South Asians associated with lymphocyte count in vivo and IL-7 secretion levels in vitro. Fine-mapping prioritized variants annotated as functional and generated 95% credible sets that were 30% smaller when using the trans-ethnic as opposed to the EUR-only results. We explored the clinical significance and predictive value of trans-ethnic variants in multiple populations and compared genetic architecture and the effect of natural selection on these blood phenotypes between populations. Altogether, our results for hematological traits highlight the value of a more global representation of populations in genetic studies.


Subject(s)
Asian People/genetics , Mutation, Missense/genetics , Polymorphism, Single Nucleotide/genetics , White People/genetics , Genetics , Genome-Wide Association Study/methods , HEK293 Cells , Humans , Interleukin-7/genetics , Phenotype
2.
Cell ; 182(5): 1214-1231.e11, 2020 09 03.
Article in English | MEDLINE | ID: mdl-32888494

ABSTRACT

Blood cells play essential roles in human health, underpinning physiological processes such as immunity, oxygen transport, and clotting, which when perturbed cause a significant global health burden. Here we integrate data from UK Biobank and a large-scale international collaborative effort, including data for 563,085 European ancestry participants, and discover 5,106 new genetic variants independently associated with 29 blood cell phenotypes covering a range of variation impacting hematopoiesis. We holistically characterize the genetic architecture of hematopoiesis, assess the relevance of the omnigenic model to blood cell phenotypes, delineate relevant hematopoietic cell states influenced by regulatory genetic variants and gene networks, identify novel splice-altering variants mediating the associations, and assess the polygenic prediction potential for blood traits and clinical disorders at the interface of complex and Mendelian genetics. These results show the power of large-scale blood cell trait GWAS to interrogate clinically meaningful variants across a wide allelic spectrum of human variation.


Subject(s)
Genetic Predisposition to Disease/genetics , Multifactorial Inheritance/genetics , Female , Gene Regulatory Networks/genetics , Genome-Wide Association Study/methods , Hematopoiesis/genetics , Humans , Male , Phenotype , Polymorphism, Single Nucleotide/genetics
3.
Cell ; 172(5): 1091-1107.e17, 2018 02 22.
Article in English | MEDLINE | ID: mdl-29474909

ABSTRACT

Single-cell RNA sequencing (scRNA-seq) technologies are poised to reshape the current cell-type classification system. However, a transcriptome-based single-cell atlas has not been achieved for complex mammalian systems. Here, we developed Microwell-seq, a high-throughput and low-cost scRNA-seq platform using simple, inexpensive devices. Using Microwell-seq, we analyzed more than 400,000 single cells covering all of the major mouse organs and constructed a basic scheme for a mouse cell atlas (MCA). We reveal a single-cell hierarchy for many tissues that have not been well characterized previously. We built a web-based "single-cell MCA analysis" pipeline that accurately defines cell types based on single-cell digital expression. Our study demonstrates the wide applicability of the Microwell-seq technology and MCA resource.


Subject(s)
Sequence Analysis, RNA , Single-Cell Analysis , 3T3 Cells , Animals , Costs and Cost Analysis , Female , High-Throughput Nucleotide Sequencing/economics , Mice , Organ Specificity , Reproducibility of Results , Sequence Analysis, RNA/economics , Single-Cell Analysis/economics
4.
Immunity ; 55(3): 527-541.e5, 2022 03 08.
Article in English | MEDLINE | ID: mdl-35231421

ABSTRACT

The presence of intratumoral tertiary lymphoid structures (TLS) is associated with positive clinical outcomes and responses to immunotherapy in cancer. Here, we used spatial transcriptomics to examine the nature of B cell responses within TLS in renal cell carcinoma (RCC). B cells were enriched in TLS, and therein, we could identify all B cell maturation stages toward plasma cell (PC) formation. B cell repertoire analysis revealed clonal diversification, selection, expansion in TLS, and the presence of fully mature clonotypes at distance. In TLS+ tumors, IgG- and IgA-producing PCs disseminated into the tumor beds along fibroblastic tracks. TLS+ tumors exhibited high frequencies of IgG-producing PCs and IgG-stained and apoptotic malignant cells, suggestive of anti-tumor effector activity. Therapeutic responses and progression-free survival correlated with IgG-stained tumor cells in RCC patients treated with immune checkpoint inhibitors. Thus, intratumoral TLS sustains B cell maturation and antibody production that is associated with response to immunotherapy, potentially via direct anti-tumor effects.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Tertiary Lymphoid Structures , Carcinoma, Renal Cell/therapy , Female , Humans , Immunoglobulin G , Kidney Neoplasms/therapy , Male , Plasma Cells , Tertiary Lymphoid Structures/pathology , Tumor Microenvironment
5.
Cell ; 166(5): 1147-1162.e15, 2016 Aug 25.
Article in English | MEDLINE | ID: mdl-27565344

ABSTRACT

Alternative splicing is prevalent in the mammalian brain. To interrogate the functional role of alternative splicing in neural development, we analyzed purified neural progenitor cells (NPCs) and neurons from developing cerebral cortices, revealing hundreds of differentially spliced exons that preferentially alter key protein domains-especially in cytoskeletal proteins-and can harbor disease-causing mutations. We show that Ptbp1 and Rbfox proteins antagonistically govern the NPC-to-neuron transition by regulating neuron-specific exons. Whereas Ptbp1 maintains apical progenitors partly through suppressing a poison exon of Flna in NPCs, Rbfox proteins promote neuronal differentiation by switching Ninein from a centrosomal splice form in NPCs to a non-centrosomal isoform in neurons. We further uncover an intronic human mutation within a PTBP1-binding site that disrupts normal skipping of the FLNA poison exon in NPCs and causes a brain-specific malformation. Our study indicates that dynamic control of alternative splicing governs cell fate in cerebral cortical development.


Subject(s)
Alternative Splicing , Cerebral Cortex/embryology , Neural Stem Cells/cytology , Neurogenesis/genetics , Neurons/cytology , Animals , Centrosome/metabolism , Cerebral Cortex/abnormalities , Cerebral Cortex/cytology , Cytoskeletal Proteins/genetics , Cytoskeletal Proteins/metabolism , Exons , Heterogeneous-Nuclear Ribonucleoproteins/genetics , Heterogeneous-Nuclear Ribonucleoproteins/metabolism , Humans , Mice , Neural Stem Cells/metabolism , Neurons/metabolism , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Polypyrimidine Tract-Binding Protein/genetics , Polypyrimidine Tract-Binding Protein/metabolism , Protein Domains , Protein Isoforms/genetics , Protein Isoforms/metabolism , RNA Splicing Factors
6.
Nat Rev Mol Cell Biol ; 19(9): 547-562, 2018 09.
Article in English | MEDLINE | ID: mdl-29858604

ABSTRACT

PTEN is a potent tumour suppressor, and its loss of function is frequently observed in both heritable and sporadic cancers. PTEN has phosphatase-dependent and phosphatase-independent (scaffold) activities in the cell and governs a variety of biological processes, including maintenance of genomic stability, cell survival, migration, proliferation and metabolism. Even a subtle decrease in PTEN levels and activity results in cancer susceptibility and favours tumour progression. Regulation of PTEN has therefore emerged as a subject of intense research in tumour biology. Recent discoveries, including the existence of distinct PTEN isoforms and the ability of PTEN to form dimers, have brought to light new modes of PTEN function and regulation. These milestone findings have in turn opened new therapeutic avenues for cancer prevention and treatment through restoration of PTEN tumour suppressor activity.


Subject(s)
Neoplasms/metabolism , PTEN Phosphohydrolase/metabolism , Tumor Suppressor Proteins/metabolism , Animals , Disease Progression , Humans , Neoplasms/pathology
7.
Nature ; 626(7997): 72-78, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38297173

ABSTRACT

Recent breakthroughs in fibre technology have enabled the assembly of functional materials with intimate interfaces into a single fibre with specific geometries1-11, delivering diverse functionalities over a large area, for example, serving as sensors, actuators, energy harvesting and storage, display, and healthcare apparatus12-17. As semiconductors are the critical component that governs device performance, the selection, control and engineering of semiconductors inside fibres are the key pathways to enabling high-performance functional fibres. However, owing to stress development and capillary instability in the high-yield fibre thermal drawing, both cracks and deformations in the semiconductor cores considerably affect the performance of these fibres. Here we report a mechanical design to achieve ultralong, fracture-free and perturbation-free semiconductor fibres, guided by a study on stress development and capillary instability at three stages of the fibre formation: the viscous flow, the core crystallization and the subsequent cooling stage. Then, the exposed semiconductor wires can be integrated into a single flexible fibre with well-defined interfaces with metal electrodes, thereby achieving optoelectronic fibres and large-scale optoelectronic fabrics. This work provides fundamental insights into extreme mechanics and fluid dynamics with geometries that are inaccessible in traditional platforms, essentially addressing the increasing demand for flexible and wearable optoelectronics.

9.
Nature ; 611(7935): 365-373, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36323783

ABSTRACT

Cells respond to physical stimuli, such as stiffness1, fluid shear stress2 and hydraulic pressure3,4. Extracellular fluid viscosity is a key physical cue that varies under physiological and pathological conditions, such as cancer5. However, its influence on cancer biology and the mechanism by which cells sense and respond to changes in viscosity are unknown. Here we demonstrate that elevated viscosity counterintuitively increases the motility of various cell types on two-dimensional surfaces and in confinement, and increases cell dissemination from three-dimensional tumour spheroids. Increased mechanical loading imposed by elevated viscosity induces an actin-related protein 2/3 (ARP2/3)-complex-dependent dense actin network, which enhances Na+/H+ exchanger 1 (NHE1) polarization through its actin-binding partner ezrin. NHE1 promotes cell swelling and increased membrane tension, which, in turn, activates transient receptor potential cation vanilloid 4 (TRPV4) and mediates calcium influx, leading to increased RHOA-dependent cell contractility. The coordinated action of actin remodelling/dynamics, NHE1-mediated swelling and RHOA-based contractility facilitates enhanced motility at elevated viscosities. Breast cancer cells pre-exposed to elevated viscosity acquire TRPV4-dependent mechanical memory through transcriptional control of the Hippo pathway, leading to increased migration in zebrafish, extravasation in chick embryos and lung colonization in mice. Cumulatively, extracellular viscosity is a physical cue that regulates both short- and long-term cellular processes with pathophysiological relevance to cancer biology.


Subject(s)
Cell Movement , Extracellular Fluid , Neoplasm Metastasis , Neoplasms , Viscosity , Animals , Chick Embryo , Mice , Actins/metabolism , Extracellular Fluid/metabolism , Neoplasms/metabolism , Neoplasms/pathology , Sodium-Hydrogen Exchangers/metabolism , TRPV Cation Channels , Zebrafish/metabolism , Neoplasm Metastasis/pathology , Lung Neoplasms/pathology , Lung Neoplasms/secondary , Hippo Signaling Pathway , Spheroids, Cellular/pathology , Actin-Related Protein 2-3 Complex , rhoA GTP-Binding Protein , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Lung/pathology
10.
N Engl J Med ; 2024 Jun 02.
Article in English | MEDLINE | ID: mdl-38828946

ABSTRACT

BACKGROUND: Osimertinib is a recommended treatment for advanced non-small-cell lung cancer (NSCLC) with an epidermal growth factor receptor (EGFR) mutation and as adjuvant treatment for resected EGFR-mutated NSCLC. EGFR-tyrosine kinase inhibitors have shown preliminary efficacy in unresectable stage III EGFR-mutated NSCLC. METHODS: In this phase 3, double-blind, placebo-controlled trial, we randomly assigned patients with unresectable EGFR-mutated stage III NSCLC without progression during or after chemoradiotherapy to receive osimertinib or placebo until disease progression occurred (as assessed by blinded independent central review) or the regimen was discontinued. The primary end point was progression-free survival as assessed by blinded independent central review. RESULTS: A total of 216 patients who had undergone chemoradiotherapy were randomly assigned to receive osimertinib (143 patients) or placebo (73 patients). Osimertinib resulted in a significant progression-free survival benefit as compared with placebo: the median progression-free survival was 39.1 months with osimertinib versus 5.6 months with placebo, with a hazard ratio for disease progression or death of 0.16 (95% confidence interval [CI], 0.10 to 0.24; P<0.001). The percentage of patients who were alive and progression free at 12 months was 74% (95% CI, 65 to 80) with osimertinib and 22% (95% CI, 13 to 32) with placebo. Interim overall survival data (maturity, 20%) showed 36-month overall survival among 84% of patients with osimertinib (95% CI, 75 to 89) and 74% with placebo (95% CI, 57 to 85), with a hazard ratio for death of 0.81 (95% CI, 0.42 to 1.56; P = 0.53). The incidence of adverse events of grade 3 or higher was 35% in the osimertinib group and 12% in the placebo group; radiation pneumonitis (majority grade, 1 to 2) was reported in 48% and 38%, respectively. No new safety concerns emerged. CONCLUSIONS: Treatment with osimertinib resulted in significantly longer progression-free survival than placebo in patients with unresectable stage III EGFR-mutated NSCLC. (Funded by AstraZeneca; LAURA ClinicalTrials.gov number, NCT03521154.).

11.
Proc Natl Acad Sci U S A ; 121(23): e2322283121, 2024 Jun 04.
Article in English | MEDLINE | ID: mdl-38814873

ABSTRACT

Single-atom catalysts (SACs) with atomic dispersion active sites have exhibited huge potentials in peroxymonosulfate (PMS)-based Fenton-like chemistry in water purification. However, four-N coordination metal (MN4) moieties often suffer from such problems as low selectivity and narrow workable pH. How to construct SACs in a controllable strategy with optimized electronic structures is of great challenge. Herein, an innovative strategy (i.e., the "4 + 1" fabrication) was devised to precisely modulate the first-shell coordinated microenvironment of FeN4 SAC using an additional N (SA-FeN5). This leads to almost 100% selective formation of high-valent iron-oxo [Fe(IV)═O] (steady-state concentration: 2.00 × 10-8 M) in the SA-FeN5/PMS system. In-depth theoretical calculations unveil that FeN5 configuration optimizes the electron distribution of monatomic Fe sites, which thus fosters PMS adsorption and reduces the energy barrier for Fe(IV)═O generation. SA-FeN5 was then attached to polyvinylidene difluoride membrane for a continuous flow device, showing long-term abatement of the microcontaminant. This work furnishes a general strategy for effective PMS activation and selective high-valent metal-oxo species generation by high N-coordination number regulation in SACs, which would provide guidance in the rational design of superior environmental catalysts for water purification.

12.
Proc Natl Acad Sci U S A ; 121(25): e2402384121, 2024 Jun 18.
Article in English | MEDLINE | ID: mdl-38865272

ABSTRACT

Loss of mitochondrial electron transport complex (ETC) function in the retinal pigment epithelium (RPE) in vivo results in RPE dedifferentiation and progressive photoreceptor degeneration, and has been implicated in the pathogenesis of age-related macular degeneration. Xenogenic expression of alternative oxidases in mammalian cells and tissues mitigates phenotypes arising from some mitochondrial electron transport defects, but can exacerbate others. We expressed an alternative oxidase from Ciona intestinalis (AOX) in ETC-deficient murine RPE in vivo to assess the retinal consequences of stimulating coenzyme Q oxidation and respiration without ATP generation. RPE-restricted expression of AOX in this context is surprisingly beneficial. This focused intervention mitigates RPE mTORC1 activation, dedifferentiation, hypertrophy, stress marker expression, pseudohypoxia, and aerobic glycolysis. These RPE cell autonomous changes are accompanied by increased glucose delivery to photoreceptors with attendant improvements in photoreceptor structure and function. RPE-restricted AOX expression normalizes accumulated levels of succinate and 2-hydroxyglutarate in ETC-deficient RPE, and counteracts deficiencies in numerous neural retinal metabolites. These features can be attributed to the activation of mitochondrial inner membrane flavoproteins such as succinate dehydrogenase and proline dehydrogenase, and alleviation of inhibition of 2-oxyglutarate-dependent dioxygenases such as prolyl hydroxylases and epigenetic modifiers. Our work underscores the importance to outer retinal health of coenzyme Q oxidation in the RPE and identifies a metabolic network critical for photoreceptor survival in the context of RPE mitochondrial dysfunction.


Subject(s)
Mitochondria , Oxidoreductases , Plant Proteins , Retinal Pigment Epithelium , Animals , Mitochondria/metabolism , Mice , Oxidoreductases/metabolism , Oxidoreductases/genetics , Retinal Pigment Epithelium/metabolism , Retinal Pigment Epithelium/pathology , Plant Proteins/metabolism , Plant Proteins/genetics , Mitochondrial Proteins/metabolism , Mitochondrial Proteins/genetics , Ciona intestinalis/metabolism , Ubiquinone/metabolism , Ubiquinone/analogs & derivatives , Retinal Degeneration/metabolism , Retinal Degeneration/pathology , Retinal Degeneration/genetics , Photoreceptor Cells, Vertebrate/metabolism , Photoreceptor Cells, Vertebrate/pathology
13.
PLoS Pathog ; 20(6): e1012271, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38829910

ABSTRACT

Proper transcription regulation by key transcription factors, such as IRF3, is critical for anti-viral defense. Dynamics of enhancer activity play important roles in many biological processes, and epigenomic analysis is used to determine the involved enhancers and transcription factors. To determine new transcription factors in anti-DNA-virus response, we have performed H3K27ac ChIP-Seq and identified three transcription factors, NR2F6, MEF2D and MAFF, in promoting HSV-1 replication. NR2F6 promotes HSV-1 replication and gene expression in vitro and in vivo, but not dependent on cGAS/STING pathway. NR2F6 binds to the promoter of MAP3K5 and activates AP-1/c-Jun pathway, which is critical for DNA virus replication. On the other hand, NR2F6 is transcriptionally repressed by c-Jun and forms a negative feedback loop. Meanwhile, cGAS/STING innate immunity signaling represses NR2F6 through STAT3. Taken together, we have identified new transcription factors and revealed the underlying mechanisms involved in the network between DNA viruses and host cells.


Subject(s)
Herpesvirus 1, Human , Immunity, Innate , Humans , Animals , Herpesvirus 1, Human/immunology , Mice , Virus Replication , Herpes Simplex/immunology , Herpes Simplex/virology , Herpes Simplex/metabolism , Signal Transduction , HEK293 Cells , Repressor Proteins
14.
Blood ; 143(18): 1845-1855, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38320121

ABSTRACT

ABSTRACT: Coagulation factor VIII (FVIII) and its carrier protein von Willebrand factor (VWF) are critical to coagulation and platelet aggregation. We leveraged whole-genome sequence data from the Trans-Omics for Precision Medicine (TOPMed) program along with TOPMed-based imputation of genotypes in additional samples to identify genetic associations with circulating FVIII and VWF levels in a single-variant meta-analysis, including up to 45 289 participants. Gene-based aggregate tests were implemented in TOPMed. We identified 3 candidate causal genes and tested their functional effect on FVIII release from human liver endothelial cells (HLECs) and VWF release from human umbilical vein endothelial cells. Mendelian randomization was also performed to provide evidence for causal associations of FVIII and VWF with thrombotic outcomes. We identified associations (P < 5 × 10-9) at 7 new loci for FVIII (ST3GAL4, CLEC4M, B3GNT2, ASGR1, F12, KNG1, and TREM1/NCR2) and 1 for VWF (B3GNT2). VWF, ABO, and STAB2 were associated with FVIII and VWF in gene-based analyses. Multiphenotype analysis of FVIII and VWF identified another 3 new loci, including PDIA3. Silencing of B3GNT2 and the previously reported CD36 gene decreased release of FVIII by HLECs, whereas silencing of B3GNT2, CD36, and PDIA3 decreased release of VWF by HVECs. Mendelian randomization supports causal association of higher FVIII and VWF with increased risk of thrombotic outcomes. Seven new loci were identified for FVIII and 1 for VWF, with evidence supporting causal associations of FVIII and VWF with thrombotic outcomes. B3GNT2, CD36, and PDIA3 modulate the release of FVIII and/or VWF in vitro.


Subject(s)
Cell Adhesion Molecules , Factor VIII , Kininogens , Lectins, C-Type , Receptors, Cell Surface , von Willebrand Factor , Humans , von Willebrand Factor/genetics , von Willebrand Factor/metabolism , Factor VIII/genetics , Factor VIII/metabolism , Polymorphism, Single Nucleotide , Human Umbilical Vein Endothelial Cells/metabolism , Mendelian Randomization Analysis , Genome-Wide Association Study , Thrombosis/genetics , Thrombosis/blood , Genetic Association Studies , Male , Endothelial Cells/metabolism , Female
15.
Nature ; 582(7813): 534-538, 2020 06.
Article in English | MEDLINE | ID: mdl-32555454

ABSTRACT

Many corals harbour symbiotic dinoflagellate algae. The algae live inside coral cells in a specialized membrane compartment known as the symbiosome, which shares the photosynthetically fixed carbon with coral host cells while host cells provide inorganic carbon to the algae for photosynthesis1. This endosymbiosis-which is critical for the maintenance of coral reef ecosystems-is increasingly threatened by environmental stressors that lead to coral bleaching (that is, the disruption of endosymbiosis), which in turn leads to coral death and the degradation of marine ecosystems2. The molecular pathways that orchestrate the recognition, uptake and maintenance of algae in coral cells remain poorly understood. Here we report the chromosome-level genome assembly of a Xenia species of fast-growing soft coral3, and use this species as a model to investigate coral-alga endosymbiosis. Single-cell RNA sequencing identified 16 cell clusters, including gastrodermal cells and cnidocytes, in Xenia sp. We identified the endosymbiotic cell type, which expresses a distinct set of genes that are implicated in the recognition, phagocytosis and/or endocytosis, and maintenance of algae, as well as in the immune modulation of host coral cells. By coupling Xenia sp. regeneration and single-cell RNA sequencing, we observed a dynamic lineage progression of the endosymbiotic cells. The conserved genes associated with endosymbiosis that are reported here may help to reveal common principles by which different corals take up or lose their endosymbionts.


Subject(s)
Anthozoa/cytology , Anthozoa/genetics , Cell Lineage/genetics , Dinoflagellida/metabolism , Symbiosis/genetics , Animals , Anthozoa/immunology , Anthozoa/metabolism , Carbon/metabolism , Cell Differentiation/genetics , Coral Reefs , Dinoflagellida/immunology , Dinoflagellida/physiology , Ecosystem , Endocytosis , Genome/genetics , Phagocytosis , Photosynthesis , RNA-Seq , Single-Cell Analysis , Symbiosis/immunology , Transcriptome
16.
Nature ; 581(7808): 303-309, 2020 05.
Article in English | MEDLINE | ID: mdl-32214235

ABSTRACT

Single-cell analysis is a valuable tool for dissecting cellular heterogeneity in complex systems1. However, a comprehensive single-cell atlas has not been achieved for humans. Here we use single-cell mRNA sequencing to determine the cell-type composition of all major human organs and construct a scheme for the human cell landscape (HCL). We have uncovered a single-cell hierarchy for many tissues that have not been well characterized. We established a 'single-cell HCL analysis' pipeline that helps to define human cell identity. Finally, we performed a single-cell comparative analysis of landscapes from human and mouse to identify conserved genetic networks. We found that stem and progenitor cells exhibit strong transcriptomic stochasticity, whereas differentiated cells are more distinct. Our results provide a useful resource for the study of human biology.


Subject(s)
Cells/cytology , Cells/metabolism , Single-Cell Analysis/methods , Adult , Animals , Asian People , Cell Differentiation , Cell Line , Cell Separation , China , Databases, Factual , Embryoid Bodies/cytology , Embryoid Bodies/metabolism , Ethnicity , Fetus/cytology , Hematopoietic Stem Cells/cytology , Hematopoietic Stem Cells/metabolism , Humans , Immunity , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/metabolism , Islets of Langerhans/cytology , Islets of Langerhans/metabolism , Mice , Organ Specificity , RNA, Messenger/analysis , RNA, Messenger/genetics , Sequence Analysis, RNA , Single-Cell Analysis/instrumentation , Stochastic Processes
17.
Nature ; 580(7801): 93-99, 2020 04.
Article in English | MEDLINE | ID: mdl-32238934

ABSTRACT

Prostate cancer is the second most common cancer in men worldwide1. Over the past decade, large-scale integrative genomics efforts have enhanced our understanding of this disease by characterizing its genetic and epigenetic landscape in thousands of patients2,3. However, most tumours profiled in these studies were obtained from patients from Western populations. Here we produced and analysed whole-genome, whole-transcriptome and DNA methylation data for 208 pairs of tumour tissue samples and matched healthy control tissue from Chinese patients with primary prostate cancer. Systematic comparison with published data from 2,554 prostate tumours revealed that the genomic alteration signatures in Chinese patients were markedly distinct from those of Western cohorts: specifically, 41% of tumours contained mutations in FOXA1 and 18% each had deletions in ZNF292 and CHD1. Alterations of the genome and epigenome were correlated and were predictive of disease phenotype and progression. Coding and noncoding mutations, as well as epimutations, converged on pathways that are important for prostate cancer, providing insights into this devastating disease. These discoveries underscore the importance of including population context in constructing comprehensive genomic maps for disease.


Subject(s)
Asian People/genetics , Epigenesis, Genetic , Epigenomics , Genome, Human/genetics , Genomics , Mutation , Prostatic Neoplasms/classification , Prostatic Neoplasms/genetics , Carrier Proteins/genetics , Cell Transformation, Neoplastic/genetics , China , Cohort Studies , DNA Helicases/genetics , DNA Methylation , DNA-Binding Proteins/genetics , Gene Expression Regulation, Neoplastic , Hepatocyte Nuclear Factor 3-alpha/genetics , Humans , Male , Nerve Tissue Proteins/genetics , Prostatic Neoplasms/pathology , RNA-Seq , Transcriptome/genetics
18.
PLoS Genet ; 19(7): e1010825, 2023 07.
Article in English | MEDLINE | ID: mdl-37523391

ABSTRACT

Finding disease-relevant tissues and cell types can facilitate the identification and investigation of functional genes and variants. In particular, cell type proportions can serve as potential disease predictive biomarkers. In this manuscript, we introduce a novel statistical framework, cell-type Wide Association Study (cWAS), that integrates genetic data with transcriptomics data to identify cell types whose genetically regulated proportions (GRPs) are disease/trait-associated. On simulated and real GWAS data, cWAS showed good statistical power with newly identified significant GRP associations in disease-associated tissues. More specifically, GRPs of endothelial and myofibroblasts in lung tissue were associated with Idiopathic Pulmonary Fibrosis and Chronic Obstructive Pulmonary Disease, respectively. For breast cancer, the GRP of blood CD8+ T cells was negatively associated with breast cancer (BC) risk as well as survival. Overall, cWAS is a powerful tool to reveal cell types associated with complex diseases mediated by GRPs.


Subject(s)
Breast Neoplasms , Pulmonary Disease, Chronic Obstructive , Humans , Female , Genetic Predisposition to Disease , Lung , Gene Expression Profiling , Pulmonary Disease, Chronic Obstructive/genetics , Breast Neoplasms/genetics , Genome-Wide Association Study , Polymorphism, Single Nucleotide
19.
Brief Bioinform ; 24(4)2023 07 20.
Article in English | MEDLINE | ID: mdl-37350526

ABSTRACT

Neurodegenerative diseases (NDs) usually connect with aggregation and molecular interactions of pathological proteins. The integration of accumulative data from clinical and biomedical research will allow for the excavation of pathological proteins and related interactors. It is also important to systematically study their interacting proteins in order to find more related proteins and potential therapeutic targets. Understanding binding regions in protein interactions will help functional proteomics and provide an alternative method for predicting novel interactions. This study integrated data from biomedical research to achieve systematic mining and analysis of pathogenic proteins and their interaction network. A workflow has been built as a solution for the collective information of proteins involved in NDs, related protein-protein interactions (PPIs) and interactive visualizations. It also included protein isoforms and mapped them in a disease-related PPI network to illuminate the impact of alternative splicing on protein binding. The interacting proteins enriched by diseases and biological processes (BPs) revealed possible regulatory modules. A high-resolution network with structural affinity information was generated. Finally, Neurodegenerative Disease Atlas (NDAtlas) was constructed with an interactive and intuitive view of protein docking with 3D molecular graphics beyond the traditional 2D network. NDAtlas is available at http://bis.zju.edu.cn/ndatlas.


Subject(s)
Neurodegenerative Diseases , Protein Interaction Mapping , Humans , Protein Binding , Protein Interaction Mapping/methods , Neurodegenerative Diseases/genetics , Databases, Protein , Protein Isoforms/genetics , Protein Interaction Maps
20.
Plant Physiol ; 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38829837

ABSTRACT

Soybean (Glycine max [L.] Merr.) is a valuable oil crop but is also highly susceptible to environmental stress. Thus, developing approaches to enhance soybean stress resistance is vital to soybean yield improvement. In previous studies, transcription factor Alfin has been shown to serve as an epigenetic regulator of plant growth and development. However, no studies on Alfin have yet been reported in soybean. In this study, the endoplasmic reticulum (ER) stress- and reactive oxygen species (ROS)-related GmAlfin09 was identified. Screening of genes co-expressed with GmAlfin09 unexpectedly led to the identification of soybean peroxidase 6 (GmPRDX6). Further analyses revealed that both GmAlfin09 and GmPRDX6 were responsive to ER stress, with GmPRDX6 localizing to the ER under stress. Promoter binding experiments confirmed the ability of GmAlfin09 to bind to the GmPRDX6 promoter directly. When GmAlfin09 and GmPRDX6 were overexpressed in soybean, enhanced ER stress resistance and decreased ROS levels were observed. Together, these findings suggest that GmAlfin09 promotes the upregulation of GmPRDX6, and GmPRDX6 subsequently localizes to the ER, reduces ROS levels, promotes ER homeostasis, and ensures the normal growth of soybean even under ER stress. This study highlights a vital target gene for future molecular breeding of stress-resistant soybean lines.

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