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1.
Mol Cell ; 83(23): 4424-4437.e5, 2023 Dec 07.
Article in English | MEDLINE | ID: mdl-37944526

ABSTRACT

Whether synthetic genomes can power life has attracted broad interest in the synthetic biology field. Here, we report de novo synthesis of the largest eukaryotic chromosome thus far, synIV, a 1,454,621-bp yeast chromosome resulting from extensive genome streamlining and modification. We developed megachunk assembly combined with a hierarchical integration strategy, which significantly increased the accuracy and flexibility of synthetic chromosome construction. Besides the drastic sequence changes, we further manipulated the 3D structure of synIV to explore spatial gene regulation. Surprisingly, we found few gene expression changes, suggesting that positioning inside the yeast nucleoplasm plays a minor role in gene regulation. Lastly, we tethered synIV to the inner nuclear membrane via its hundreds of loxPsym sites and observed transcriptional repression of the entire chromosome, demonstrating chromosome-wide transcription manipulation without changing the DNA sequences. Our manipulation of the spatial structure of synIV sheds light on higher-order architectural design of the synthetic genomes.


Subject(s)
Cell Nucleus , Saccharomyces cerevisiae , Saccharomyces cerevisiae/genetics , Chromosomes/genetics , Genome, Fungal , Synthetic Biology/methods
2.
Nat Biotechnol ; 41(8): 1117-1129, 2023 08.
Article in English | MEDLINE | ID: mdl-36702896

ABSTRACT

Cys2His2 zinc finger (ZF) domains engineered to bind specific target sequences in the genome provide an effective strategy for programmable regulation of gene expression, with many potential therapeutic applications. However, the structurally intricate engagement of ZF domains with DNA has made their design challenging. Here we describe the screening of 49 billion protein-DNA interactions and the development of a deep-learning model, ZFDesign, that solves ZF design for any genomic target. ZFDesign is a modern machine learning method that models global and target-specific differences induced by a range of library environments and specifically takes into account compatibility of neighboring fingers using a novel hierarchical transformer architecture. We demonstrate the versatility of designed ZFs as nucleases as well as activators and repressors by seamless reprogramming of human transcription factors. These factors could be used to upregulate an allele of haploinsufficiency, downregulate a gain-of-function mutation or test the consequence of regulation of a single gene as opposed to the many genes that a transcription factor would normally influence.


Subject(s)
Deep Learning , Transcription Factors , Humans , Transcription Factors/genetics , Transcription Factors/metabolism , Zinc Fingers/genetics , Gene Expression Regulation , DNA/genetics
3.
Cell Genom ; 2(4): 100122, 2022 Apr 13.
Article in English | MEDLINE | ID: mdl-36776529

ABSTRACT

The discovery of regulatory domains has been limited to the investigation of transcription factors and homologous protein sequences. In this issue of Cell Genomics, motivated by an oncogenic protein fusion, Tak et al.1 direct the regulatory potential of a nontraditional effector domain to novel genomic loci with fusions to programmable DNA-binding domains.

4.
Nat Commun ; 12(1): 349, 2021 01 13.
Article in English | MEDLINE | ID: mdl-33441553

ABSTRACT

The widely used Streptococcus pyogenes Cas9 (SpCas9) nuclease derives its DNA targeting specificity from protein-DNA contacts with protospacer adjacent motif (PAM) sequences, in addition to base-pairing interactions between its guide RNA and target DNA. Previous reports have established that the PAM specificity of SpCas9 can be altered via positive selection procedures for directed evolution or other protein engineering strategies. Here we exploit in vivo directed evolution systems that incorporate simultaneous positive and negative selection to evolve SpCas9 variants with commensurate or improved activity on NAG PAMs relative to wild type and reduced activity on NGG PAMs, particularly YGG PAMs. We also show that the PAM preferences of available evolutionary intermediates effectively determine whether similar counterselection PAMs elicit different selection stringencies, and demonstrate that negative selection can be specifically increased in a yeast selection system through the fusion of compensatory zinc fingers to SpCas9.


Subject(s)
CRISPR-Associated Protein 9/metabolism , CRISPR-Cas Systems , DNA/metabolism , Gene Editing/methods , RNA, Guide, Kinetoplastida/metabolism , Streptococcus pyogenes/metabolism , Amino Acid Sequence , CRISPR-Associated Protein 9/genetics , Cell Line, Tumor , DNA/chemistry , DNA/genetics , Directed Molecular Evolution/methods , Humans , Mutation , Nucleic Acid Conformation , Nucleotide Motifs/genetics , Protein Engineering/methods , RNA, Guide, Kinetoplastida/genetics , Streptococcus pyogenes/genetics , Substrate Specificity
5.
Nucleic Acids Res ; 48(11): 6382-6402, 2020 06 19.
Article in English | MEDLINE | ID: mdl-32383734

ABSTRACT

The Cys2His2 zinc finger is the most common DNA-binding domain expanding in metazoans since the fungi human split. A proposed catalyst for this expansion is an arms race to silence transposable elements yet it remains poorly understood how this domain is able to evolve the required specificities. Likewise, models of its DNA binding specificity remain error prone due to a lack of understanding of how adjacent fingers influence each other's binding specificity. Here, we use a synthetic approach to exhaustively investigate binding geometry, one of the dominant influences on adjacent finger function. By screening over 28 billion protein-DNA interactions in various geometric contexts we find the plasticity of the most common natural geometry enables more functional amino acid combinations across all targets. Further, residues that define this geometry are enriched in genomes where zinc fingers are prevalent and specificity transitions would be limited in alternative geometries. Finally, these results demonstrate an exhaustive synthetic screen can produce an accurate model of domain function while providing mechanistic insight that may have assisted in the domains expansion.


Subject(s)
Models, Molecular , Protein Domains/physiology , Zinc Fingers/physiology , Amino Acid Sequence , Animals , Base Sequence , DNA/chemical synthesis , DNA/genetics , DNA/metabolism , Deep Learning , Humans , Hydrogen Bonding , Protein Domains/genetics , Reproducibility of Results , Substrate Specificity/genetics , Transcription Factors/chemistry , Transcription Factors/genetics , Transcription Factors/metabolism , Zinc Fingers/genetics
6.
ACS Synth Biol ; 8(5): 918-928, 2019 05 17.
Article in English | MEDLINE | ID: mdl-30969105

ABSTRACT

The accurate determination of protein-protein interactions has been an important focus of molecular biology toward which much progress has been made due to the continuous development of existing and new technologies. However, current methods can have limitations, including scale and restriction to high affinity interactions, limiting our understanding of a large subset of these interactions. Here, we describe a modified bacterial-hybrid assay that employs combined selectable and scalable reporters that enable the sensitive screening of large peptide libraries followed by the sorting of positive interactions by the level of reporter output. We have applied this tool to characterize a set of human and E. coli PDZ domains. Our results are consistent with prior characterization of these proteins, and the improved sensitivity increases our ability to predict known and novel in vivo binding partners. This approach allows for the recovery of a wide range of affinities with a high throughput method that does not sacrifice the scale of the screen.


Subject(s)
Escherichia coli/metabolism , High-Throughput Screening Assays/methods , Peptides/metabolism , Adaptor Proteins, Signal Transducing/chemistry , Adaptor Proteins, Signal Transducing/metabolism , Amino Acid Sequence , Genes, Reporter , Humans , Nerve Tissue Proteins/chemistry , Nerve Tissue Proteins/metabolism , PDZ Domains , Peptide Library , Peptides/chemistry , Protein Binding
7.
Development ; 146(8)2019 04 15.
Article in English | MEDLINE | ID: mdl-30890567

ABSTRACT

The sensory nervous system of C. elegans comprises cells with varied molecular and functional characteristics, and is, therefore, a powerful model for understanding mechanisms that generate neuronal diversity. We report here that VAB-3, a C. elegans homolog of the homeodomain-containing protein Pax6, has opposing functions in regulating expression of a specific chemosensory fate. A homeodomain-only short isoform of VAB-3 is expressed in BAG chemosensory neurons, where it promotes gene expression and cell function. In other cells, a long isoform of VAB-3, comprising a Paired homology domain and a homeodomain, represses expression of ETS-5, a transcription factor required for expression of BAG fate. Repression of ets-5 requires the Eyes Absent homolog EYA-1 and the Six-class homeodomain protein CEH-32. We determined sequences that mediate high-affinity binding of ETS-5, VAB-3 and CEH-32. The ets-5 locus is enriched for ETS-5-binding sites but lacks sequences that bind VAB-3 and CEH-32, suggesting that these factors do not directly repress ets-5 expression. We propose that a promoter-selection system together with lineage-specific expression of accessory factors allows VAB-3/Pax6 to either promote or repress expression of specific cell fates in a context-dependent manner. This article has an associated 'The people behind the papers' interview.


Subject(s)
Caenorhabditis elegans Proteins/metabolism , Caenorhabditis elegans/metabolism , Homeodomain Proteins/metabolism , Transcription Factors/metabolism , Animals , Antineoplastic Combined Chemotherapy Protocols/metabolism , Bleomycin/metabolism , Caenorhabditis elegans/genetics , Caenorhabditis elegans Proteins/genetics , Chlorambucil/metabolism , Cisplatin/metabolism , Cyclophosphamide/metabolism , Dactinomycin/metabolism , Gene Expression Regulation, Developmental/genetics , Homeodomain Proteins/genetics , Intracellular Signaling Peptides and Proteins/genetics , Intracellular Signaling Peptides and Proteins/metabolism , Neurons/cytology , Neurons/metabolism , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Promoter Regions, Genetic/genetics , Protein Tyrosine Phosphatases/genetics , Protein Tyrosine Phosphatases/metabolism , Proto-Oncogene Proteins c-ets/genetics , Proto-Oncogene Proteins c-ets/metabolism , Transcription Factors/genetics , Vinblastine/metabolism
8.
Sci Immunol ; 2(11)2017 May 12.
Article in English | MEDLINE | ID: mdl-28763793

ABSTRACT

The intestinal mucosa is a key anatomical site for HIV-1 replication and CD4+ T cell depletion. Accordingly, in vivo treatment with an antibody to the gut-homing integrin α4ß7 was shown to reduce viral transmission, delay disease progression, and induce persistent virus control in macaques challenged with simian immunodeficiency virus (SIV). We show that integrin α4ß7 is efficiently incorporated into the envelope of HIV-1 virions. Incorporated α4ß7 is functionally active as it binds mucosal addressin cell adhesion molecule-1 (MAdCAM-1), promoting HIV-1 capture by and infection of MAdCAM-expressing cells, which in turn mediate trans-infection of bystander cells. Functional α4ß7 is present in circulating virions from HIV-infected patients and SIV-infected macaques, with peak levels during the early stages of infection. In vivo homing experiments documented selective and specific uptake of α4ß7+ HIV-1 virions by high endothelial venules in the intestinal mucosa. These results extend the paradigm of tissue homing to a retrovirus and are relevant for the pathogenesis, treatment, and prevention of HIV-1 infection.

9.
Nat Neurosci ; 20(5): 753-759, 2017 May.
Article in English | MEDLINE | ID: mdl-28253233

ABSTRACT

Microglia are resident inflammatory cells of the CNS and have important roles in development, homeostasis and a variety of neurologic and psychiatric diseases. Difficulties in procuring human microglia have limited their study and hampered the clinical translation of microglia-based treatments shown to be effective in animal disease models. Here we report the differentiation of human induced pluripotent stem cells (iPSC) into microglia-like cells by exposure to defined factors and co-culture with astrocytes. These iPSC-derived microglia have the phenotype, gene expression profile and functional properties of brain-isolated microglia. Murine iPSC-derived microglia generated using a similar protocol have equivalent efficacy to primary brain-isolated microglia in treatment of murine syngeneic intracranial malignant gliomas. The ability to generate human microglia facilitates the further study of this important CNS cell type and raises the possibility of their use in personalized medicine applications.


Subject(s)
Cell Differentiation/physiology , Induced Pluripotent Stem Cells/physiology , Microglia/metabolism , Microglia/physiology , Animals , Astrocytes/cytology , Cell Movement , Coculture Techniques , Cytokines/metabolism , Gene Expression Profiling , Gene Knock-In Techniques , Glioma/therapy , Humans , Induced Pluripotent Stem Cells/cytology , Mice , Microglia/transplantation , Phagocytosis/physiology , Reactive Oxygen Species/metabolism , Survival Analysis , Xenograft Model Antitumor Assays
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