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Journal ArticleDOI

Temporal dissection of an enhancer cluster reveals distinct temporal and functional contributions of individual elements

TL;DR: In this paper, the functions and interdependencies of five enhancer elements that together activate Fgf5 expression during exit from naive murine pluripotency were dissected.
About: This article is published in Molecular Cell.The article was published on 2021-03-04 and is currently open access. It has received 36 citations till now. The article focuses on the topics: Enhancer & Super-enhancer.

Summary (2 min read)

Introduction

  • The search for Majorana fermions in superconducting nanowires is both rewarding and difficult.
  • The authors consider a one-dimensional chain of magnetic nanoparticles (magnetic dots17) on a superconducting substrate (see Fig. 1).
  • In the next section the authors introduce the model of a chain of magnetic nanoparticles on a superconductor, and then in Sec. III they use scattering theory22 to calculate the topological quantum number of a finite chain, including the competing effects of magnetic and hopping disorder.

B. Single-band limit

  • In the large magnetization regime B0 |μ| 0,tn the electron spin on the nth nanoparticle is nearly polarized along Bn.
  • The Hamiltonian can then be projected onto the lowest spin band, with electron operator ψn.
  • In what follows the authors will use the full Hamiltonian (2.2), valid to all orders in 1/B0.

C. Disorder

  • The authors distinguish the localizing effect of disorder in the hopping energy tn, which localizes the electrons without opening an excitation gap, from the gap opening effect of disorder in the orientation bn = Bn/B0 of the magnetic moments.
  • For the magnetic moments the authors take a dipolar ferromagnetic correlation of the unit vectors bn on neighboring nanoparticles, according to the distribution P (b1,b2, . . .

III. SCATTERING MATRIX

  • To identify the topologically nontrivial phase of a finite disordered chain of N nanoparticles it is more efficient to work with the scattering matrix than the Hamiltonian.
  • The waves can come in from the left end or from the right end of the chain, in two spin directions and as electron or hole, so S is an 8 × 8 unitary matrix.
  • (3.8) Unitarity together with particle-hole symmetry (3.2) ensure that the determinants of R and R′ are identical real numbers.

IV. PHASE DIAGRAM

  • Results of their search for a topologically nontrivial phase are shown in Figs. 2–4.
  • The authors have kept B0 = 2t0 fixed and varied the material parameters 0,μ as well as the disorder parameters δb,δt .
  • These are plots for a single disorder realization and a single system size (N = 6000).
  • Disorder in the hopping energies or in the magnetic moments causes localization, which reduces the nontrivial region (mainly on the small 0 side).
  • For a system without disorder in the hopping energies (δt = 0) and with random and uncorrelated directions of the magnetic moments (δb = ∞).

V. CONCLUSION

  • In conclusion, the authors have proposed to create Majorana fermions by depositing magnetic nanoparticles on a superconducting substrate.
  • The superconductor has conventional s-wave pairing and need not have any spin-orbit coupling.
  • For 10-nm size nanoparticles the level spacing is comparable to the superconducting gap, so the authors need only consider a single electronic orbital per nanoparticle.
  • The spacing of the nanoparticles should therefore be uniform on the scale of the wavelength of the electronic orbital (typically a few nm).
  • The authors predict level crossings at the Fermi energy (E = 0) upon variation of the spacing of the two magnetic atoms, as a signature of the switch from an even to an odd number of electrons in the ground state.

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Citations
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Journal ArticleDOI
TL;DR: In this article, the authors performed a genome-wide prediction of intronic enhancers in Arabidopsis thaliana using open chromatin signatures based on DNase I sequencing and found that deletion of these enhancers, which span key transcription factor binding sites, did not abolish gene expression but caused varying levels of transcriptional repression of their cognate genes.
Abstract: Enhancers located in introns are abundant and play a major role in the regulation of gene expression in mammalian species. By contrast, the functions of intronic enhancers in plants have largely been unexplored and only a handful of plant intronic enhancers have been reported. We performed a genome-wide prediction of intronic enhancers in Arabidopsis thaliana using open chromatin signatures based on DNase I sequencing. We identified 941 candidate intronic enhancers associated with 806 genes in seedling tissue and 1,271 intronic enhancers associated with 1,069 genes in floral tissue. We validated the function of 15 of 21 (71%) of the predicted intronic enhancers in transgenic assays using a reporter gene. We also created deletion lines of three intronic enhancers associated with two different genes using CRISPR/Cas. Deletion of these enhancers, which span key transcription factor binding sites, did not abolish gene expression but caused varying levels of transcriptional repression of their cognate genes. Remarkably, the transcriptional repression of the deletion lines occurred at specific developmental stages and resulted in distinct phenotypic effects on plant morphology and development. Clearly, these three intronic enhancers are important in fine-tuning tissue- and development-specific expression of their cognate genes.

27 citations

Journal ArticleDOI
TL;DR: A review of the mechanisms by which enhancers engage with promoters, including recent findings on the role of cohesin and the Mediator complex, and how this specificity in enhancer-promoter communication is encoded is provided in this article .

23 citations

Journal ArticleDOI
TL;DR: In this paper , the authors discuss major layers of regulation that influence how transcriptional outputs are encoded by DNA sequence and cellular context, and propose a mechanistically informed, quantitative model of transcriptional regulation that integrates these multiple regulatory layers.

22 citations

Journal ArticleDOI
TL;DR: In this paper, the authors synthesise classic and recent evidence on the regulatory logic of enhancers, including the principles of enhancer organisation, factors that facilitate and delimit enhancer-promoter communication, and the joint effects of multiple enhancers.
Abstract: Transcriptional enhancers play a key role in the initiation and maintenance of gene expression programmes, particularly in metazoa. How these elements control their target genes in the right place and time is one of the most pertinent questions in functional genomics, with wide implications for most areas of biology. Here, we synthesise classic and recent evidence on the regulatory logic of enhancers, including the principles of enhancer organisation, factors that facilitate and delimit enhancer-promoter communication, and the joint effects of multiple enhancers. We show how modern approaches building on classic insights have begun to unravel the complexity of enhancer-promoter relationships, paving the way towards a quantitative understanding of gene control.

16 citations

Journal ArticleDOI
TL;DR: In this paper, an unbiased approach was developed to systematically analyze the evolving landscape of super-enhancers during cell differentiation in multiple lineages, and the authors discovered a general trend where superenhancers emerge through three distinct temporal patterns: conserved, temporally hierarchical, and de novo.
Abstract: Background Super-enhancers are clusters of enhancer elements that play critical roles in the maintenance of cell identity. Current investigations on super-enhancers are centered on the established ones in static cell types. How super-enhancers are established during cell differentiation remains obscure. Results Here, by developing an unbiased approach to systematically analyze the evolving landscape of super-enhancers during cell differentiation in multiple lineages, we discover a general trend where super-enhancers emerge through three distinct temporal patterns: conserved, temporally hierarchical, and de novo. The three types of super-enhancers differ further in association patterns in target gene expression, functional enrichment, and 3D chromatin organization, suggesting they may represent distinct structural and functional subtypes. Furthermore, we dissect the enhancer repertoire within temporally hierarchical super-enhancers, and find enhancers that emerge at early and late stages are enriched with distinct transcription factors, suggesting that the temporal order of establishment of elements within super-enhancers may be directed by underlying DNA sequence. CRISPR-mediated deletion of individual enhancers in differentiated cells shows that both the early- and late-emerged enhancers are indispensable for target gene expression, while in undifferentiated cells early enhancers are involved in the regulation of target genes. Conclusions In summary, our analysis highlights the heterogeneity of the super-enhancer population and provides new insights to enhancer functions within super-enhancers.

14 citations

References
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Journal Article
TL;DR: Copyright (©) 1999–2012 R Foundation for Statistical Computing; permission is granted to make and distribute verbatim copies of this manual provided the copyright notice and permission notice are preserved on all copies.
Abstract: Copyright (©) 1999–2012 R Foundation for Statistical Computing. Permission is granted to make and distribute verbatim copies of this manual provided the copyright notice and this permission notice are preserved on all copies. Permission is granted to copy and distribute modified versions of this manual under the conditions for verbatim copying, provided that the entire resulting derived work is distributed under the terms of a permission notice identical to this one. Permission is granted to copy and distribute translations of this manual into another language, under the above conditions for modified versions, except that this permission notice may be stated in a translation approved by the R Core Team.

272,030 citations

Journal ArticleDOI
TL;DR: This work presents DESeq2, a method for differential analysis of count data, using shrinkage estimation for dispersions and fold changes to improve stability and interpretability of estimates, which enables a more quantitative analysis focused on the strength rather than the mere presence of differential expression.
Abstract: In comparative high-throughput sequencing assays, a fundamental task is the analysis of count data, such as read counts per gene in RNA-seq, for evidence of systematic changes across experimental conditions. Small replicate numbers, discreteness, large dynamic range and the presence of outliers require a suitable statistical approach. We present DESeq2, a method for differential analysis of count data, using shrinkage estimation for dispersions and fold changes to improve stability and interpretability of estimates. This enables a more quantitative analysis focused on the strength rather than the mere presence of differential expression. The DESeq2 package is available at http://www.bioconductor.org/packages/release/bioc/html/DESeq2.html .

47,038 citations

Journal ArticleDOI
TL;DR: SAMtools as discussed by the authors implements various utilities for post-processing alignments in the SAM format, such as indexing, variant caller and alignment viewer, and thus provides universal tools for processing read alignments.
Abstract: Summary: The Sequence Alignment/Map (SAM) format is a generic alignment format for storing read alignments against reference sequences, supporting short and long reads (up to 128 Mbp) produced by different sequencing platforms. It is flexible in style, compact in size, efficient in random access and is the format in which alignments from the 1000 Genomes Project are released. SAMtools implements various utilities for post-processing alignments in the SAM format, such as indexing, variant caller and alignment viewer, and thus provides universal tools for processing read alignments. Availability: http://samtools.sourceforge.net Contact: [email protected]

45,957 citations

Journal ArticleDOI
TL;DR: Burrows-Wheeler Alignment tool (BWA) is implemented, a new read alignment package that is based on backward search with Burrows–Wheeler Transform (BWT), to efficiently align short sequencing reads against a large reference sequence such as the human genome, allowing mismatches and gaps.
Abstract: Motivation: The enormous amount of short reads generated by the new DNA sequencing technologies call for the development of fast and accurate read alignment programs. A first generation of hash table-based methods has been developed, including MAQ, which is accurate, feature rich and fast enough to align short reads from a single individual. However, MAQ does not support gapped alignment for single-end reads, which makes it unsuitable for alignment of longer reads where indels may occur frequently. The speed of MAQ is also a concern when the alignment is scaled up to the resequencing of hundreds of individuals. Results: We implemented Burrows-Wheeler Alignment tool (BWA), a new read alignment package that is based on backward search with Burrows–Wheeler Transform (BWT), to efficiently align short sequencing reads against a large reference sequence such as the human genome, allowing mismatches and gaps. BWA supports both base space reads, e.g. from Illumina sequencing machines, and color space reads from AB SOLiD machines. Evaluations on both simulated and real data suggest that BWA is ~10–20× faster than MAQ, while achieving similar accuracy. In addition, BWA outputs alignment in the new standard SAM (Sequence Alignment/Map) format. Variant calling and other downstream analyses after the alignment can be achieved with the open source SAMtools software package. Availability: http://maq.sourceforge.net Contact: [email protected]

43,862 citations

Journal ArticleDOI
TL;DR: Bowtie 2 combines the strengths of the full-text minute index with the flexibility and speed of hardware-accelerated dynamic programming algorithms to achieve a combination of high speed, sensitivity and accuracy.
Abstract: As the rate of sequencing increases, greater throughput is demanded from read aligners. The full-text minute index is often used to make alignment very fast and memory-efficient, but the approach is ill-suited to finding longer, gapped alignments. Bowtie 2 combines the strengths of the full-text minute index with the flexibility and speed of hardware-accelerated dynamic programming algorithms to achieve a combination of high speed, sensitivity and accuracy.

37,898 citations

Frequently Asked Questions (17)
Q1. What are the contributions mentioned in the paper "Detailed temporal dissection of an enhancer cluster reveals two distinct roles for individual elements" ?

1: Max Perutz Labs Vienna, University of Vienna, Vienna Biocenter, Dr Bohr Gasse 9, 1030 Vienna 5 2: CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria 6 3: Department of Chemical and Systems Biology and Department of Developmental Biology, Stanford 7 University School of Medicine, Stanford, CA 94305, USA 8 4: Institute of Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, 9 Stanford, CA 94305, USA 10 5: Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA 94305, USA 11 *: corresponding author: christa. 

SAMtools 1.5 (H. Li et al., 15 2009) was used to sort and index the resulting bam files, as well as for extracting uniquely mapping reads. 

24 or 40 h after starting the differentiation, luciferase 2 activity was measured using the Dual-Glo® Luciferase Assay System (Promega). 

SAMtools 1.5 (H. 13 Li et al., 2009) was used to convert the resulting sam files to bam files, to sort and index the bam files as 14 well as for extracting uniquely mapping reads. 

After washing cells three times in 20 wash buffer – again including the 2 min incubation before removing the buffer – Amplifier Mix diluted 21 1:25 in pre-warmed Amplifier Diluent QF was added. 

To account for the genetic changes in the KI cell lines, the authors mapped reads to 20 custom-made bowtie indexes, in which PE had been removed from its endogenous position, and instead 21 had been reintroduced upstream of the promoter in either sense or antisense orientation. 

While enhancer activity is 11 generally believed to be independent of genomic distance and large distances can be overcome by 12 enhancer-promoter loops (Furlong & Levine, 2018), recent studies suggest that enhancer-promoter 13 distance can indeed have an effect on expression levels (Carleton et al., 2017; Scholes et al., 2019). 

Previous studies in Drosophila have suggested that 21 multiple weak enhancers could act simultaneously at a promoter to achieve higher or super-additive 22 transcription initiation rates compared to individual enhancers (Bothma et al., 2015; Carleton et al., 23 2017). 

Sequencing was performed at the VBCF NGS Unit. 13Data analysis 14PRO-Cap-Seq libraries were sequenced to a depth of 22-30 million reads while PRO-Seq libraries were 15 sequenced to a depth of 30-60 million reads (both: single-end, 50 bp). 

If necessary, 13 additional purification with AMPure XP beads was performed to remove primers and adapters 14 (purification with 1x AMPure XP beads; the supernatant was discarded and the DNA bound to the beads 15 subsequently eluted) or to exclude DNA fragments of more than 1 kb (purification with 0.54 x AMPure 16 XP beads; the high molecular weight fragments bound to the beads and were discarded, while the library 17 enriched for smaller DNA fragments remained in the supernatant). 

For assays with the endogenous 14 promoter, the SV40 promoter was removed from the luciferase-enhancer plasmids by restriction digestion 15 with BglII and HindIII-HF (both NEB). 

The 5 individual elements of the Fgf5 enhancer cluster showed very low enhancer activity in classical luciferase 6 assays, even when combined with the endogenous promoter. 

The number of cycles for optimal 25 PCR amplification was estimated to be 9-14 in total as described above for the ChIP-Seq libraries. 

When 28 placing PE outside of the intron and upstream of the promoter, this attenuating effect should be relieved 29 and the resulting expression levels should be higher than in a WT cell line. 

In addition to this, the authors included a buffer exchange with a P-30 column - as 7 described in the PRO-Seq protocol - before the very first biotin-enrichment with Streptavidin beads. 

32.CC-BY-NC-ND 4.0 International licenseavailable under a was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. 

loss of E1 affected H3K27ac deposition at the E2 enhancer (Fig 5C), 15 and the authors observed reduced H3K27ac levels at the E1 enhancer upon E2 deletion (although not significant, 16 p-value=0.06).