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1.
Nat Genet ; 55(11): 1876-1891, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37857935

ABSTRACT

Noncoding variants of presumed regulatory function contribute to the heritability of neuropsychiatric disease. A total of 2,221 noncoding variants connected to risk for ten neuropsychiatric disorders, including autism spectrum disorder, attention deficit hyperactivity disorder, bipolar disorder, borderline personality disorder, major depression, generalized anxiety disorder, panic disorder, post-traumatic stress disorder, obsessive-compulsive disorder and schizophrenia, were studied in developing human neural cells. Integrating epigenomic and transcriptomic data with massively parallel reporter assays identified differentially-active single-nucleotide variants (daSNVs) in specific neural cell types. Expression-gene mapping, network analyses and chromatin looping nominated candidate disease-relevant target genes modulated by these daSNVs. Follow-up integration of daSNV gene editing with clinical cohort analyses suggested that magnesium transport dysfunction may increase neuropsychiatric disease risk and indicated that common genetic pathomechanisms may mediate specific symptoms that are shared across multiple neuropsychiatric diseases.


Subject(s)
Attention Deficit Disorder with Hyperactivity , Autism Spectrum Disorder , Bipolar Disorder , Depressive Disorder, Major , Obsessive-Compulsive Disorder , Schizophrenia , Humans , Autism Spectrum Disorder/genetics , Bipolar Disorder/genetics , Schizophrenia/genetics , Obsessive-Compulsive Disorder/genetics , Obsessive-Compulsive Disorder/psychology , Depressive Disorder, Major/genetics , Attention Deficit Disorder with Hyperactivity/genetics
2.
J Invest Dermatol ; 143(11): 2177-2192.e13, 2023 11.
Article in English | MEDLINE | ID: mdl-37142187

ABSTRACT

Epidermal homeostasis is governed by a balance between keratinocyte proliferation and differentiation with contributions from cell-cell interactions, but conserved or divergent mechanisms governing this equilibrium across species and how an imbalance contributes to skin disease are largely undefined. To address these questions, human skin single-cell RNA sequencing and spatial transcriptomics data were integrated and compared with mouse skin data. Human skin cell-type annotation was improved using matched spatial transcriptomics data, highlighting the importance of spatial context in cell-type identity, and spatial transcriptomics refined cellular communication inference. In cross-species analyses, we identified a human spinous keratinocyte subpopulation that exhibited proliferative capacity and a heavy metal processing signature, which was absent in mouse and may account for species differences in epidermal thickness. This human subpopulation was expanded in psoriasis and zinc-deficiency dermatitis, attesting to disease relevance and suggesting a paradigm of subpopulation dysfunction as a hallmark of the disease. To assess additional potential subpopulation drivers of skin diseases, we performed cell-of-origin enrichment analysis within genodermatoses, nominating pathogenic cell subpopulations and their communication pathways, which highlighted multiple potential therapeutic targets. This integrated dataset is encompassed in a publicly available web resource to aid mechanistic and translational studies of normal and diseased skin.


Subject(s)
Skin Diseases , Transcriptome , Humans , Animals , Mice , Skin , Keratinocytes/metabolism , Epidermis/pathology , Skin Diseases/pathology , Cell Communication
3.
Cell ; 186(1): 80-97.e26, 2023 01 05.
Article in English | MEDLINE | ID: mdl-36608661

ABSTRACT

Glucose is a universal bioenergy source; however, its role in controlling protein interactions is unappreciated, as are its actions during differentiation-associated intracellular glucose elevation. Azido-glucose click chemistry identified glucose binding to a variety of RNA binding proteins (RBPs), including the DDX21 RNA helicase, which was found to be essential for epidermal differentiation. Glucose bound the ATP-binding domain of DDX21, altering protein conformation, inhibiting helicase activity, and dissociating DDX21 dimers. Glucose elevation during differentiation was associated with DDX21 re-localization from the nucleolus to the nucleoplasm where DDX21 assembled into larger protein complexes containing RNA splicing factors. DDX21 localized to specific SCUGSDGC motif in mRNA introns in a glucose-dependent manner and promoted the splicing of key pro-differentiation genes, including GRHL3, KLF4, OVOL1, and RBPJ. These findings uncover a biochemical mechanism of action for glucose in modulating the dimerization and function of an RNA helicase essential for tissue differentiation.


Subject(s)
DEAD-box RNA Helicases , Glucose , Keratinocytes , Cell Nucleolus/metabolism , Cell Nucleus/metabolism , DEAD-box RNA Helicases/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Glucose/metabolism , Keratinocytes/cytology , Keratinocytes/metabolism , Humans
4.
Nat Methods ; 19(8): 959-968, 2022 08.
Article in English | MEDLINE | ID: mdl-35927480

ABSTRACT

DNA-protein interactions mediate physiologic gene regulation and may be altered by DNA variants linked to polygenic disease. To enhance the speed and signal-to-noise ratio (SNR) in the identification and quantification of proteins associated with specific DNA sequences in living cells, we developed proximal biotinylation by episomal recruitment (PROBER). PROBER uses high-copy episomes to amplify SNR, and proximity proteomics (BioID) to identify the transcription factors and additional gene regulators associated with short DNA sequences of interest. PROBER quantified both constitutive and inducible association of transcription factors and corresponding chromatin regulators to target DNA sequences and binding quantitative trait loci due to single-nucleotide variants. PROBER identified alterations in regulator associations due to cancer hotspot mutations in the hTERT promoter, indicating that these mutations increase promoter association with specific gene activators. PROBER provides an approach to rapidly identify proteins associated with specific DNA sequences and their variants in living cells.


Subject(s)
Chromatin , DNA , Biotinylation , Chromatin/genetics , DNA/genetics , DNA/metabolism , Plasmids , Transcription Factors/genetics , Transcription Factors/metabolism
5.
Nat Genet ; 53(11): 1564-1576, 2021 11.
Article in English | MEDLINE | ID: mdl-34650237

ABSTRACT

Transcription factors bind DNA sequence motif vocabularies in cis-regulatory elements (CREs) to modulate chromatin state and gene expression during cell state transitions. A quantitative understanding of how motif lexicons influence dynamic regulatory activity has been elusive due to the combinatorial nature of the cis-regulatory code. To address this, we undertook multiomic data profiling of chromatin and expression dynamics across epidermal differentiation to identify 40,103 dynamic CREs associated with 3,609 dynamically expressed genes, then applied an interpretable deep-learning framework to model the cis-regulatory logic of chromatin accessibility. This analysis framework identified cooperative DNA sequence rules in dynamic CREs regulating synchronous gene modules with diverse roles in skin differentiation. Massively parallel reporter assay analysis validated temporal dynamics and cooperative cis-regulatory logic. Variants linked to human polygenic skin disease were enriched in these time-dependent combinatorial motif rules. This integrative approach shows the combinatorial cis-regulatory lexicon of epidermal differentiation and represents a general framework for deciphering the organizational principles of the cis-regulatory code of dynamic gene regulation.


Subject(s)
Epidermis/physiology , Models, Genetic , Regulatory Elements, Transcriptional , Cell Differentiation/genetics , Chromatin/genetics , Epigenome , Gene Expression Regulation , Genes, Reporter , Genome-Wide Association Study , Humans , Keratinocytes/cytology , Keratinocytes/physiology , Neural Networks, Computer , Skin Diseases/genetics , Transcription Factors/genetics
7.
Cell ; 182(2): 497-514.e22, 2020 07 23.
Article in English | MEDLINE | ID: mdl-32579974

ABSTRACT

To define the cellular composition and architecture of cutaneous squamous cell carcinoma (cSCC), we combined single-cell RNA sequencing with spatial transcriptomics and multiplexed ion beam imaging from a series of human cSCCs and matched normal skin. cSCC exhibited four tumor subpopulations, three recapitulating normal epidermal states, and a tumor-specific keratinocyte (TSK) population unique to cancer, which localized to a fibrovascular niche. Integration of single-cell and spatial data mapped ligand-receptor networks to specific cell types, revealing TSK cells as a hub for intercellular communication. Multiple features of potential immunosuppression were observed, including T regulatory cell (Treg) co-localization with CD8 T cells in compartmentalized tumor stroma. Finally, single-cell characterization of human tumor xenografts and in vivo CRISPR screens identified essential roles for specific tumor subpopulation-enriched gene networks in tumorigenesis. These data define cSCC tumor and stromal cell subpopulations, the spatial niches where they interact, and the communicating gene networks that they engage in cancer.


Subject(s)
Carcinoma, Squamous Cell/metabolism , Genomics/methods , Skin Neoplasms/metabolism , Animals , Carcinoma, Squamous Cell/pathology , Cell Line, Tumor , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Humans , Keratinocytes/cytology , Keratinocytes/metabolism , Mice , RNA-Seq , Single-Cell Analysis , Skin/metabolism , Skin Neoplasms/pathology , Transcriptome , Transplantation, Heterologous
8.
Mol Microbiol ; 101(4): 559-74, 2016 08.
Article in English | MEDLINE | ID: mdl-27125778

ABSTRACT

The genomes of kinetoplastids are organized into polycistronic gene clusters that are flanked by the modified DNA base J. Previous work has established a role of base J in promoting RNA polymerase II termination in Leishmania spp. where the loss of J leads to termination defects and transcription into adjacent gene clusters. It remains unclear whether these termination defects affect gene expression and whether read through transcription is detrimental to cell growth, thus explaining the essential nature of J. We now demonstrate that reduction of base J at specific sites within polycistronic gene clusters in L. major leads to read through transcription and increased expression of downstream genes in the cluster. Interestingly, subsequent transcription into the opposing polycistronic gene cluster does not lead to downregulation of sense mRNAs. These findings indicate a conserved role for J regulating transcription termination and expression of genes within polycistronic gene clusters in trypanosomatids. In contrast to the expectations often attributed to opposing transcription, the essential nature of J in Leishmania spp. is related to its role in gene repression rather than preventing transcriptional interference resulting from read through and dual strand transcription.


Subject(s)
Glucosides/genetics , Leishmania major/genetics , RNA Polymerase II/metabolism , Uracil/analogs & derivatives , Gene Expression Regulation , Glucosides/metabolism , Leishmania major/enzymology , Leishmania major/metabolism , Multigene Family , RNA Polymerase II/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Transcription, Genetic/genetics , Uracil/metabolism
9.
Bioresour Technol ; 102(23): 10841-8, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21967714

ABSTRACT

The potential of mixotrophic microalgae to utilize poultry litter anaerobic digester (AD) effluent (PLDE) as nutritional growth medium was evaluated. Three algal strains viz. Chlorella minutissima, Chlorella sorokiniana and Scenedesmus bijuga and their consortium showed significant biomass productivity in 6% (v/v) concentration of PLDE in deionized water. Multiple booster dosage of PLDE supported better growth relative to a single dose PLDE. The maximum biomass productivity of 76 mg L(-1) d(-1) was recorded. The biomass was rich in protein (39% w/w) and carbohydrates (22%) while lipids (<10%) were low, making it most suitable as an animal feed supplement. The mixotrophic algae showed sustainable growth against variations in PLDE composition in different AD batches, thus proving to be a suitable candidate for large scale wastewater treatment with concomitant production of renewable biomass feedstock for animal feed and bioenergy applications.


Subject(s)
Chlorella/physiology , Microalgae/metabolism , Anaerobiosis , Animal Feed , Animals , Biodegradation, Environmental , Biofuels , Biomass , Bioreactors , Biotechnology/methods , Carbohydrates/analysis , Lipids/analysis , Poultry , Proteins/analysis , Water/chemistry , Water Pollutants/analysis , Water Purification/methods
10.
AJR Am J Roentgenol ; 182(3): 741-4, 2004 Mar.
Article in English | MEDLINE | ID: mdl-14975979

ABSTRACT

OBJECTIVE: We have found variability in the sonographic appearance of peripheral nerve sheath tumors. The purpose of this study was to characterize the sonographic appearances of pathologically proven peripheral nerve sheath tumors. CONCLUSION: Peripheral nerve sheath tumors are often hypoechoic with posterior acoustic enhancement and so may simulate a ganglion cyst. The presence of intrinsic blood flow on color Doppler sonography and peripheral nerve continuity suggests the diagnosis of peripheral nerve sheath tumor. Sonography cannot reliably distinguish neurofibromas from schwannomas.


Subject(s)
Nerve Sheath Neoplasms/diagnostic imaging , Peripheral Nervous System Neoplasms/diagnostic imaging , Adolescent , Adult , Aged , Female , Humans , Male , Middle Aged , Nerve Sheath Neoplasms/pathology , Peripheral Nervous System Neoplasms/pathology , Retrospective Studies , Ultrasonography
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