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31 result(s) for "Tan, Longzhi"
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Three-dimensional genome structures of single diploid human cells
Beyond the sequence of the genome, its three-dimensional structure is important in regulating gene expression. To understand cell-to-cell variation, the structure needs to be understood at a single-cell level. Chromatin conformation capture methods have allowed characterization of genome structure in haploid cells. Now, Tan et al. report a method called Dip-C that allows them to reconstruct the genome structures of single diploid human cells. Their examination of different cell types highlights the tissue dependence of three-dimensional genome structures. Science , this issue p. 924 A single-cell chromatin conformation capture method employs transposon-based whole-genome amplification to detect chromatin contacts. Three-dimensional genome structures play a key role in gene regulation and cell functions. Characterization of genome structures necessitates single-cell measurements. This has been achieved for haploid cells but has remained a challenge for diploid cells. We developed a single-cell chromatin conformation capture method, termed Dip-C, that combines a transposon-based whole-genome amplification method to detect many chromatin contacts, called META (multiplex end-tagging amplification), and an algorithm to impute the two chromosome haplotypes linked by each contact. We reconstructed the genome structures of single diploid human cells from a lymphoblastoid cell line and from primary blood cells with high spatial resolution, locating specific single-nucleotide and copy number variations in the nucleus. The two alleles of imprinted loci and the two X chromosomes were structurally different. Cells of different types displayed statistically distinct genome structures. Such structural cell typing is crucial for understanding cell functions.
Three-dimensional genome structures of single sensory neurons in mouse visual and olfactory systems
Sensory neurons in the mouse eye and nose have unusual chromatin organization. Here we report their three-dimensional (3D) genome structure at 20-kilobase (kb) resolution, achieved by applying our recently developed diploid chromatin conformation capture (Dip-C) method to 409 single cells from the retina and the main olfactory epithelium of adult and newborn mice. The 3D genome of rod photoreceptors exhibited inverted radial distribution of euchromatin and heterochromatin compared with that of other cell types, whose nuclear periphery is mainly heterochromatin. Such genome-wide inversion is not observed in olfactory sensory neurons (OSNs). However, OSNs exhibited an interior bias for olfactory receptor (OR) genes and enhancers, in clear contrast to non-neuronal cells. Each OSN harbored multiple aggregates of OR genes and enhancers from different chromosomes. We also observed structural heterogeneity of the protocadherin gene cluster. This type of genome organization may provide the structural basis of the ‘one-neuron, one-receptor’ rule of olfaction.Single-cell analysis of the 3D genome organization of rod photoreceptor cells and olfactory sensory neurons provides insights into the unusual chromatin organization of these cell types.
Olfactory sensory neurons transiently express multiple olfactory receptors during development
In mammals, each olfactory sensory neuron randomly expresses one, and only one, olfactory receptor (OR)—a phenomenon called the “one‐neuron‐one‐receptor” rule. Although extensively studied, this rule was never proven for all ~1,000 OR genes in one cell at once, and little is known about its dynamics. Here, we directly tested this rule by single‐cell transcriptomic sequencing of 178 cells from the main olfactory epithelium of adult and newborn mice. To our surprise, a subset of cells expressed multiple ORs. Most of these cells were developmentally immature. Our results illustrated how the “one‐neuron‐one‐receptor” rule may have been established: At first, a single neuron temporarily expressed multiple ORs—seemingly violating the rule—and then all but one OR were eliminated. This work provided experimental evidence that epigenetic regulation in the olfactory system selects a single OR by suppressing a few transiently expressed ORs in a single cell during development. Synopsis Single‐cell transcriptomic analyses of mouse olfactory sensory neurons reveal co‐expression of multiple olfactory receptors at an early developmental stage and provide insights into how the “one‐neuron‐one‐receptor” rule is established during neurogenesis. Olfactory sensory neurons co‐express multiple olfactory receptors at an immature stage, while mature neurons express only one olfactory receptor. New splicing isoforms of olfactory receptors and other previously undetected characteristics of their expression are identified by single‐cell RNA sequencing. RNA in situ hybridization reveals co‐expression of trace amine‐associated receptors in olfactory sensory neurons during development. Graphical Abstract Single‐cell transcriptomic analyses of mouse olfactory sensory neurons reveal co‐expression of multiple olfactory receptors at an early developmental stage and provide insights into how the “one‐neuron‐one‐receptor” rule is established during neurogenesis.
Opposing, spatially-determined epigenetic forces impose restrictions on stochastic olfactory receptor choice
Olfactory receptor (OR) choice represents an example of genetically hardwired stochasticity, where every olfactory neuron expresses one out of ~2000 OR alleles in the mouse genome in a probabilistic, yet stereotypic fashion. Here, we propose that topographic restrictions in OR expression are established in neuronal progenitors by two opposing forces: polygenic transcription and genomic silencing, both of which are influenced by dorsoventral gradients of transcription factors NFIA, B, and X. Polygenic transcription of OR genes may define spatially constrained OR repertoires, among which one OR allele is selected for singular expression later in development. Heterochromatin assembly and genomic compartmentalization of OR alleles also vary across the axes of the olfactory epithelium and may preferentially eliminate ectopically expressed ORs with more dorsal expression destinations from this ‘privileged’ repertoire. Our experiments identify early transcription as a potential ‘epigenetic’ contributor to future developmental patterning and reveal how two spatially responsive probabilistic processes may act in concert to establish deterministic, precise, and reproducible territories of stochastic gene expression.
An epigenetic repressor TRIM66 dictates monogenic olfactory receptor expression, neural activity, and olfactory behavior
Olfactory receptor gene choice is an intricate example of monogenic and monoallelic expression, where one out of over 1000 receptor genes is transcribed in each olfactory sensory neuron. This process involves expression of multiple olfactory receptor genes in immature neurons, followed by silencing of all but one receptor genes during maturation. However, the molecular identity of the repressors remains mysterious. Here, we discover TRIM66 as a key repressor. Multiple receptor genes are retained at low levels in most single mature OSNs after deletion of Trim66 , leading to decreased expression of the vast majority of olfactory receptor genes. Mechanistically, TRIM66 can bind to, assembly, and repress olfactory receptor enhancers, thereby silencing extra olfactory receptor genes. Functionally, deletion of Trim66 leads to severe defects in the olfactory information processing and innate olfactory behaviors. Our study provides the missing link in understanding the transition from polygenic to monogenic olfactory receptor expression. In our nose, each mature olfactory sensory neuron expresses only one out of 1,000 olfactory receptor genes. This study shows that an epigenetic repressor, TRIM66 ensures this rule by assembling olfactory enhancers and repressing their activity.
Coordination of two enhancers drives expression of olfactory trace amine-associated receptors
Olfactory sensory neurons (OSNs) are functionally defined by their expression of a unique odorant receptor (OR). Mechanisms underlying singular OR expression are well studied, and involve a massive cross-chromosomal enhancer interaction network. Trace amine-associated receptors (TAARs) form a distinct family of olfactory receptors, and here we find that mechanisms regulating Taar gene choice display many unique features. The epigenetic signature of Taar genes in TAAR OSNs is different from that in OR OSNs. We further identify that two TAAR enhancers conserved across placental mammals are absolutely required for expression of the entire Taar gene repertoire. Deletion of either enhancer dramatically decreases the expression probabilities of different Taar genes, while deletion of both enhancers completely eliminates the TAAR OSN populations. In addition, both of the enhancers are sufficient to drive transgene expression in the partially overlapped TAAR OSNs. We also show that the TAAR enhancers operate in cis to regulate Taar gene expression. Our findings reveal a coordinated control of Taar gene choice in OSNs by two remote enhancers, and provide an excellent model to study molecular mechanisms underlying formation of an olfactory subsystem. In our nose, some neuron subpopulations express a family of trace amine associated receptors (TAARs, smelling e.g., rotten fish). Fei et al. identify two conserved enhancers across placental mammals named TAAR enhancer 1 and 2 that coordinately regulate expression of the entire Taar gene repertoire.
Three-dimensional genome structure of a single cell
Chromosome organization in diploid cells reveals a structural basis for smell Since the 1880s, scientists such as Carl Rabl have been looking at cell nuclei under a microscope and speculating about their three-dimensional (3D) structure. We now know that each nucleus in our body carries 6 billion base pairs (bp) of DNA, which would be 2 m long if fully stretched. The linear sequence of this DNA was determined by the Human Genome Project in 2003; however, its 3D structure remains elusive.
Rare event of histone demethylation can initiate singular gene expression of olfactory receptors
Mammals sense odors through the gene family of olfactory receptors (ORs). Despite the enormous number of OR genes (∼1,400 in mouse), each olfactory sensory neuron expresses one, and only one, of them. In neurobiology, it remains a long-standing mystery how this singularity can be achieved despite intrinsic stochasticity of gene expression. Recent experiments showed an epigenetic mechanism for maintaining singular OR expression: Once any ORs are activated, their expression inhibits further OR activation by down-regulating a histone demethylase Lsd1 (also known as Aof2 or Kdm1a), an enzyme required for the removal of the repressive histone marker H3K9me3 on OR genes. However, it remains unclear at a quantitative level how singularity can be initiated in the first place. In particular, does a simple activation/feedback scheme suffice to generate singularity? Here we show theoretically that rare events of histone demethylation can indeed produce robust singularity by separating two timescales: slow OR activation by stepwise H3K9me3 demethylation, and fast feedback to turn off Lsd1 . Given a typical 1-h response of transcriptional feedback, to achieve the observed extent of singularity (only 2% of neurons express more than one ORs), we predict that OR activation must be as slow as 5–10 d—a timescale compatible with experiments. Our model further suggests H3K9me3-to-H3K9me2 demethylation as an additional rate-limiting step responsible for OR singularity. Our conclusions may be generally applicable to other systems where monoallelic expression is desired, and provide guidelines for the design of a synthetic system of singular expression.
Single Cell Transcriptome Amplification with MALBAC
Recently, Multiple Annealing and Looping-Based Amplification Cycles (MALBAC) has been developed for whole genome amplification of an individual cell, relying on quasilinear instead of exponential amplification to achieve high coverage. Here we adapt MALBAC for single-cell transcriptome amplification, which gives consistently high detection efficiency, accuracy and reproducibility. With this newly developed technique, we successfully amplified and sequenced single cells from 3 germ layers from mouse embryos in the early gastrulation stage, and examined the epithelial-mesenchymal transition (EMT) program among cells in the mesoderm layer on a single-cell level.
Single-cell whole-genome analyses by Linear Amplification via Transposon Insertion (LIANTI)
Single-cell genomics is important for biology and medicine. However, current whole-genome amplification (WGA) methods are limited by low accuracy of copy-number variation (CNV) detection and low amplification fidelity. Here we report an improved single-cell WGA method, Linear Amplification via Transposon Insertion (LIANTI), which outperforms existing methods, enabling micro-CNV detection with kilobase resolution. This allowed direct observation of stochastic firing of DNA replication origins, which differs from cell to cell. We also show that the predominant cytosine-to-thymine mutations observed in single-cell genomics often arise from the artifact of cytosine deamination upon cell lysis. However, identifying single-nucleotide variations (SNVs) can be accomplished by sequencing kindred cells. We determined the spectrum of SNVs in a single human cell after ultraviolet radiation, revealing their nonrandom genome-wide distribution.