Featured
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| Open AccessCell-specific alterations in Pitx1 regulatory landscape activation caused by the loss of a single enhancer
Developmental genes are frequently controlled by multiple enhancers sharing similar specificities, so deletions of such regulatory elements often fail to reveal their full function. Here the authors use the Pitx1 testbed locus to characterize the regulatory and cellular identity alterations following the deletion in vivo of one of its enhancers.
- Raquel Rouco
- , Olimpia Bompadre
- & Guillaume Andrey
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Article
| Open AccessRNA modifications detection by comparative Nanopore direct RNA sequencing
Nanopore direct RNA Sequencing data contain information about the presence of RNA modifications, but their detection poses substantial challenges. Here the authors introduce Nanocompore, a new methodology for modification detection from Nanopore data.
- Adrien Leger
- , Paulo P. Amaral
- & Tony Kouzarides
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Article
| Open AccessSingle-cell analysis identifies a key role for Hhip in murine coronal suture development
Craniofacial development depends on formation and maintenance of sutures between bones of the skull. Here the authors identify enriched expression of the hedgehog inhibitor Hhip, specifically in the mesenchyme of the murine coronal suture, and show sutural dysgenesis in Hhip−/− mutants.
- Greg Holmes
- , Ana S. Gonzalez-Reiche
- & Ethylin Wang Jabs
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Article
| Open AccessSpatial Transcriptomics to define transcriptional patterns of zonation and structural components in the mouse liver
Global transcriptional differences across lobular units in the liver remain unknown. Here the authors perform spatial transcriptomics of liver tissue to delineate transcriptional differences in physical space, confirm lobular zonation along transcriptional gradients and suggest the presence of previously uncharacterized structures within liver tissue.
- Franziska Hildebrandt
- , Alma Andersson
- & Johan Ankarklev
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Article
| Open AccessHematopoiesis under telomere attrition at the single-cell resolution
The molecular mechanisms that drive hematopoietic stem cell functional decline under conditions of telomere shortening are not completely understood. Here the authors demonstrate that hematopoietic stem cells with short telomeres induced by mutations affecting telomerase complex genes undergo differentiation towards megakaryopoiesis through the activation of the IFI16-mediated interferon response.
- Natthakan Thongon
- , Feiyang Ma
- & Simona Colla
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| Open AccessCell-fate transition and determination analysis of mouse male germ cells throughout development
The full-term developmental profile of male germ cells remains undefined. Here, the authors use single-cell sequencing to investigate the transcriptome landscapes of mouse male germ cells throughout development and find several critical regulators for prenatal cell-fate determination.
- Jiexiang Zhao
- , Ping Lu
- & Xiao-Yang Zhao
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Article
| Open AccessSmooth muscle-specific MMP17 (MT4-MMP) regulates the intestinal stem cell niche and regeneration after damage
While the role of smooth muscle in peristalsis has been studied extensively, little is known about its other functions in the intestine. Here the authors identify MMP17, expressed by smooth muscle cells, as a modulator of intestinal epithelial regeneration and the intestinal stem cell niche.
- Mara Martín-Alonso
- , Sharif Iqbal
- & Menno J. Oudhoff
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Article
| Open AccessAccurate and scalable variant calling from single cell DNA sequencing data with ProSolo
Obtaining accurate variant calls from multiple displacement amplified single cell DNA sequencing data needs dedicated models that account for amplification bias and copy errors. Here, the authors describe ProSolo, a model for calling single nucleotide variants with control over the false discovery rate.
- David Lähnemann
- , Johannes Köster
- & Alexander Schönhuth
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Article
| Open AccessSingle cell multi-omic analysis identifies a Tbx1-dependent multilineage primed population in murine cardiopharyngeal mesoderm
Perturbations of the cardiopharyngeal mesoderm can lead to congenital defects in individuals with 22q11.2 deletion syndrome. Here the authors use single cell RNA-sequencing to identify a multilineage primed population within the mesoderm, marked by Tbx1, which has bipotent properties to form cardiac and branchiomeric muscle cells.
- Hiroko Nomaru
- , Yang Liu
- & Bernice E. Morrow
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Article
| Open AccessSmad4 controls signaling robustness and morphogenesis by differentially contributing to the Nodal and BMP pathways
The role of the transcriptional effector SMAD4 in vertebrate embryo development remains unresolved. Here the authors show that in the absence of Smad4, dorsal/ventral embryo patterning is disrupted due to the loss of BMP signaling, while Nodal signaling is maintained, but insufficient for optimal endoderm specification.
- Luca Guglielmi
- , Claire Heliot
- & Caroline S. Hill
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Article
| Open AccessGenome-wide profiling in colorectal cancer identifies PHF19 and TBC1D16 as oncogenic super enhancers
Active enhancers are still understudied in colorectal cancers (CRC). Here the authors analyse active enhancers in CRC patients using genomics, transcriptomics, and epigenomics, identifying and validating variant super-enhancer loci as well as KLF3 as a relevant transcription factor.
- Qing-Lan Li
- , Xiang Lin
- & Min Wu
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Article
| Open AccessSpatially resolved transcriptomics reveals the architecture of the tumor-microenvironment interface
During tumor progression, cancer cells contact different neighboring cell types, but it is unclear how these interactions affect cancer cell behavior. Here, the authors use spatially resolved transcriptomics and single-cell RNA-seq to study the role of cilia at the tumormicroenvironment interface.
- Miranda V. Hunter
- , Reuben Moncada
- & Richard M. White
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Article
| Open AccessSynchronization between peripheral circadian clock and feeding-fasting cycles in microfluidic device sustains oscillatory pattern of transcriptome
Chronic desynchronization between physiological and behavioral rhythms has been linked to the onset of metabolic diseases. Here the authors control the cyclic metabolic signals in a microfluidic device to study the effects of the timing, period and frequency of glucose and insulin on the transcriptome of cultured fibroblasts.
- Onelia Gagliano
- , Camilla Luni
- & Nicola Elvassore
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Article
| Open AccessCalibration-free NGS quantitation of mutations below 0.01% VAF
Quantification of rare somatic mutations is essential for basic research and translational applications. Here the authors present Quantitative Blocker Displacement Amplification allowing for accurate detection of mutations below 0.01% VAF.
- Peng Dai
- , Lucia Ruojia Wu
- & David Yu Zhang
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Article
| Open AccessSingle-cell transcriptomic analysis of the tumor ecosystems underlying initiation and progression of papillary thyroid carcinoma
The characterisation of the papillary thyroid carcinoma (PTC) tumour microenvironment remains crucial. Here, the authors perform single-cell RNA sequencing in 11 patients and identify potential opportunities for the use of immunotherapy and its combination with anti-angiogenic therapy in PTC.
- Weilin Pu
- , Xiao Shi
- & Yu-Long Wang
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Article
| Open AccessDirect genome-wide identification of G-quadruplex structures by whole-genome resequencing
Current methods to identify G-quadruplex structures in DNA require specialized protocols and multiple rounds of sequencing. Here, the authors develop a method to detect G-quadruplex structures in DNA based on fluctuations in sequencing quality in a standard sequencing experiment.
- Jing Tu
- , Mengqin Duan
- & Zuhong Lu
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Article
| Open AccessCoupled protein synthesis and ribosome-guided piRNA processing on mRNAs
Ribosome can mediate piRNA biogenesis from long non-coding RNAs following translation of the short open reading frames. Here the authors show that 80S ribosome also guides piRNA production from 3’ UTR of protein-coding genes after translation of long open reading frames, indicating a general piRNA biogenesis mechanism regardless of their precursor ORF length.
- Yu H. Sun
- , Ruoqiao Huiyi Wang
- & Xin Zhiguo Li
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Article
| Open AccessNuclear transporter Importin-13 plays a key role in the oxidative stress transcriptional response
Importin superfamily member IPO13 mediates nuclear transport bidirectionally. Here the authors delineate the transcriptome of wild-type and IPO13-knockout mouse embryonic stem cells, revealing IPO13’s key role in the oxidative stress response through targeted transport of specific transcription factors.
- K. A. Gajewska
- , H. Lescesen
- & D. A. Jans
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Article
| Open AccessMapping epigenetic divergence in the massive radiation of Lake Malawi cichlid fishes
The Lake Malawi cichlid fishes are an example of extreme vertebrate radiation; however, there is very little sequence divergence among the species. Here the authors present a comparative genome-wide methylome study to suggest DNA methylation played a major role in the extensive phenotypic diversity amongst these fishes.
- Grégoire Vernaz
- , Milan Malinsky
- & Eric A. Miska
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Article
| Open AccessCalibrated rare variant genetic risk scores for complex disease prediction using large exome sequence repositories
Identifying associations of rare variants with disease is challenging due to small effect sizes, technical artefacts and population structure heterogeneity. Here, the authors present RV-EXCALIBER, a method that uses large summary-level exome data to robustly calibrate rare variant burden.
- Ricky Lali
- , Michael Chong
- & Guillaume Paré
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Article
| Open AccessPromoter-proximal elongation regulates transcription in archaea
Transcription in archaea is known to be regulated through the recruitment of RNA polymerase to promoters. Here, the authors show that the archaeon Saccharolobus solfataricus regulates transcription globally through a rate-limiting promoter-proximal elongation step.
- Fabian Blombach
- , Thomas Fouqueau
- & Finn Werner
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Article
| Open AccessAnalysis of 427 genomes reveals moso bamboo population structure and genetic basis of property traits
Moso bamboo is an economically and ecologically important nontimber forestry species. Here, the authors analyze 427 genomes collected from 15 representative geographic areas, and identify genes under balancing selection, putative patterns of historic demography, and candidate genes associated with important traits.
- Hansheng Zhao
- , Shuai Sun
- & Zhimin Gao
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Article
| Open AccessDevelopmental genetics of color pattern establishment in cats
Intricate color patterns are a defining aspect of morphological diversity in the Felidae. Here the authors apply morphological and single-cell gene expression analysis to fetal skin of domestic cats to identify when, where, and how, during fetal development, felid color patterns are established.
- Christopher B. Kaelin
- , Kelly A. McGowan
- & Gregory S. Barsh
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Article
| Open AccessAging, inflammation and DNA damage in the somatic testicular niche with idiopathic germ cell aplasia
Molecular mechanisms associated with human germ cell aplasia in infertile men remain undefined. Here the authors perform single-cell transcriptome profiling to highlight differentially expressed genes and pathways in each somatic cell type in testes of men with idiopathic germ cell aplasia.
- Massimo Alfano
- , Anna Sofia Tascini
- & Andrea Salonia
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Article
| Open AccessSomatic genetic rescue of a germline ribosome assembly defect
Shwachman-Diamond syndrome (SDS) is a leukemia predisposition disorder that is caused by defective release of eIF6 during ribosome assembly. Here the authors show that acquired somatic EIF6 mutations are frequent in the hematopoietic cells from individuals with SDS and provide a selective advantage over non-modified cells.
- Shengjiang Tan
- , Laëtitia Kermasson
- & Patrick Revy
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Article
| Open AccessGrafting of iPS cell-derived tenocytes promotes motor function recovery after Achilles tendon rupture
Tendon self-renewal occurs rarely and reconstructive surgery comes with significant limitations. Here the authors present an induced pluripotent stem cell-based method to generate tenocytes, analyze their developmental trajectory using scRNA-seq, and demonstrate their contribution to motor function recovery after Achilles tendon injury via engraftment and paracrine effects.
- Taiki Nakajima
- , Akihiro Nakahata
- & Makoto Ikeya
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Article
| Open AccessMesomelic dysplasias associated with the HOXD locus are caused by regulatory reallocations
Mesomelic dysplasia, a severe shortening and bending of the limb, has been linked to rearrangements in the HoxD cluster in humans and mice. Here the authors engineer a 1 Mb inversion including the HoxD gene cluster and use this model to provide a mechanistic framework to understand and unify the molecular origins of human mesomelic dysplasia associated with 2q31.
- Christopher Chase Bolt
- , Lucille Lopez-Delisle
- & Denis Duboule
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Article
| Open AccessLive cell tagging tracking and isolation for spatial transcriptomics using photoactivatable cell dyes
Spatial transcriptomics aims to pair omic data with tissue structure. Here the authors report Spatially PhotoActivatable Colour Encoded Cell Address Tags (SPACECAT) to track and isolate live cells by location; this enables spatially informed downstream assays like scRNA-seq and flow cytometry.
- Alex S Genshaft
- , Carly G. K. Ziegler
- & Alex K. Shalek
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Article
| Open AccessELMO1 signaling is a promoter of osteoclast function and bone loss
Osteoporosis and bone fractures affect millions of patients worldwide and are often due to increased bone resorption. Here the authors identify the cytoplasmic protein ELMO1 as an important ‘signaling node’ promoting the bone resorption function of osteoclasts.
- Sanja Arandjelovic
- , Justin S. A. Perry
- & Kodi S. Ravichandran
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Article
| Open AccessNanopore sequencing of brain-derived full-length circRNAs reveals circRNA-specific exon usage, intron retention and microexons
Short-read sequencing methods cannot delineate internal exon composition and alternative splicing events of long and multi-exon circular RNAs (circRNAs). Here the authors provide a global map of full-length circRNAs by long-read sequencing in human and mouse brain samples.
- Karim Rahimi
- , Morten T. Venø
- & Jørgen Kjems
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Article
| Open AccessThe developing mouse coronal suture at single-cell resolution
The development of the coronal suture remains incompletely understood. Here the authors perform scRNA-seq and expression validation to uncover the cellular diversity within the murine embryonic coronal suture, thus revealing possible mechanisms for its loss in craniosynostosis.
- D’Juan T. Farmer
- , Hana Mlcochova
- & Stephen R. F. Twigg
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Article
| Open Accessm6Am-seq reveals the dynamic m6Am methylation in the human transcriptome
m6Am is a dynamic and reversible RNA modification found on the mRNA cap. Here the authors report m6Am-seq to directly distinguish m6Am from m6A and identify functional methylation sites.
- Hanxiao Sun
- , Kai Li
- & Chengqi Yi
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Article
| Open AccessHaploinsufficiency of SF3B2 causes craniofacial microsomia
Despite being a common congenital facial anomaly, the genetic etiology of craniofacial microsomia (CFM) is not well understood. Here, the authors use exome and genome sequencing of 146 individuals with CFM to identify haploinsufficient variants in SF3B2 as a prevalent underlying cause.
- Andrew T. Timberlake
- , Casey Griffin
- & Daniela V. Luquetti
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Article
| Open AccessThe genomic landscape of 85 advanced neuroendocrine neoplasms reveals subtype-heterogeneity and potential therapeutic targets
Metastatic and locally-advanced neuroendocrine neoplasms (aNEN) display heterogeneous clinical and genetic characteristics. Here, the authors investigate the mutational landscape of 85 aNEN by whole genome sequencing and identify distinct subpopulations, tumour mutational burden patterns, drivers and actionable somatic alterations.
- Job van Riet
- , Harmen J. G. van de Werken
- & Bianca Mostert
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Article
| Open AccessA deep learning model for predicting next-generation sequencing depth from DNA sequence
DNA probes used in next generation sequencing (NGS) have variable hybridisation kinetics, resulting in non-uniform coverage. Here, the authors develop a deep learning model to predict NGS depth using DNA probe sequences and apply to human and non-human sequencing panels.
- Jinny X. Zhang
- , Boyan Yordanov
- & David Yu Zhang
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Article
| Open AccessSingle-nucleus RNA-seq2 reveals functional crosstalk between liver zonation and ploidy
Single-cell RNA-seq reveals the cellular heterogeneity in development and disease. Here the authors present a single-nucleus RNA-seq2 that allows deep characterization of nuclei isolated from frozen archived tissues, apply it for transcriptional profiling of individual hepatocytes, and determine a functional crosstalk between liver zonation and ploidy.
- M. L. Richter
- , I. K. Deligiannis
- & C. P. Martinez-Jimenez
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Article
| Open AccessTranscriptional profiling of mESC-derived tendon and fibrocartilage cell fate switch
The transcriptional regulators underlying the induction and differentiation of dense connective tissues remain largely unknown. Here the authors generate tendon and fibrocartilage cells from mouse embryonic stem cells and apply scRNA-seq to identify molecular regulation of the cell fate switch between these lineages.
- Deepak A. Kaji
- , Angela M. Montero
- & Alice H. Huang
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Article
| Open AccessGapClust is a light-weight approach distinguishing rare cells from voluminous single cell expression profiles
While rare cell type identification is indispensable in single cell studies, powerful tools with high detection accuracy and computational efficiency are still lacking. Here, the authors propose a light-weight algorithm which can distinguish rare cell types from voluminous single cell expression profiles.
- Botao Fa
- , Ting Wei
- & Zhangsheng Yu
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Article
| Open AccessThe architecture of the SARS-CoV-2 RNA genome inside virion
Secondary structures and long-range RNA interactions of the SARS-CoV-2 genome have been investigated by various sequencing methods. Here the authors use an RNA-RNA hybrid sequencing method to predict the secondary and tertiary structure of the SRAS-CoV-2 RNA genome in the virion.
- Changchang Cao
- , Zhaokui Cai
- & Yuanchao Xue
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Article
| Open AccessSingle-cell transcriptomic analysis reveals disparate effector differentiation pathways in human Treg compartment
Human Treg cells are central to immune tolerance, yet their heterogeneity and differentiation remain incompletely understood. Here the authors perform single-cell RNA and T cell receptor sequencing to resolve Treg cells from healthy individuals and patients with or without acute graft-versus-host disease revealing Treg complexity in health and disease.
- Yuechen Luo
- , Changlu Xu
- & Xiaoming Feng
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Article
| Open AccessAnalysis of gene network bifurcation during optic cup morphogenesis in zebrafish
The gene regulatory network controlling the bifurcation of common progenitors into the neural retina and retinal-pigmented epithelium programs remains poorly understood. Here the authors study transcriptome dynamics and chromatin accessibility during this process in zebrafish, revealing network redundancy, as well as context-dependent and sequential transcription factor activity.
- Lorena Buono
- , Jorge Corbacho
- & Juan-Ramón Martínez-Morales
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Article
| Open AccessCOVseq is a cost-effective workflow for mass-scale SARS-CoV-2 genomic surveillance
Genomic surveillance of SARS-CoV-2 is crucial to monitor the spread of variants of concern. A new sequencing method enables cost-effective SARS-CoV-2 genomic surveillance at scale and is easily adaptable to other viruses.
- Michele Simonetti
- , Ning Zhang
- & Nicola Crosetto
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Article
| Open AccessTCF21+ mesenchymal cells contribute to testis somatic cell development, homeostasis, and regeneration in mice
Whether the adult testis harbours a somatic progenitor population is unknown. Here, the authors provide evidence that the testis interstitial cells expressing the transcription factor Tcf21 maintain adult testis homeostasis during aging, and act as potential reserve somatic progenitors following injury.
- Yu-chi Shen
- , Adrienne Niederriter Shami
- & Saher Sue Hammoud
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Article
| Open AccessscGCN is a graph convolutional networks algorithm for knowledge transfer in single cell omics
Making sense of the rapidly growing single-cell omics datasets available is limited by difficulties in leveraging disparate datasets in analyses. Here, the authors present scGCN, a graph based convolutional network to allow effective knowledge transfer across omics datasets.
- Qianqian Song
- , Jing Su
- & Wei Zhang
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Article
| Open AccessSingle-cell RNA-seq reveals fibroblast heterogeneity and increased mesenchymal fibroblasts in human fibrotic skin diseases
Fibroblasts are found to be heterogeneous in multiple fibrotic diseases, but fibroblast heterogeneity in fibrotic skin diseases is not well characterized. Here the authors employ scRNA-seq to explore fibroblast heterogeneity in keloid, a paradigm of fibrotic skin diseases.
- Cheng-Cheng Deng
- , Yong-Fei Hu
- & Bin Yang
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Article
| Open AccessCas9 targeted enrichment of mobile elements using nanopore sequencing
Mobile element insertions (MEIs) are a source of repetitive genetic variation and can lead to genetic disorders. Here the authors use Cas9-targeted nanopore sequencing to efficiently saturate enrichment for known and non-reference MEIs.
- Torrin L. McDonald
- , Weichen Zhou
- & Alan P. Boyle
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Article
| Open AccessVariant-specific inflation factors for assessing population stratification at the phenotypic variance level
Pooling participant-level genetic data into a single analysis can result in variance stratification, reducing statistical performance. Here, the authors develop variant-specific inflation factors to assess variance stratification and apply this to pooled individual-level data from whole genome sequencing.
- Tamar Sofer
- , Xiuwen Zheng
- & Kenneth M. Rice
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Article
| Open AccessSystematic benchmarking of tools for CpG methylation detection from nanopore sequencing
Several existing algorithms predict the methylation of DNA using Nanopore sequencing signals, but it is unclear how they compare in performance. Here, the authors benchmark the performance of several such tools, and propose METEORE, a consensus tool that improves prediction accuracy.
- Zaka Wing-Sze Yuen
- , Akanksha Srivastava
- & Eduardo Eyras
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Article
| Open AccessAnalysis of the Coptis chinensis genome reveals the diversification of protoberberine-type alkaloids
Coptis chinensis represents an early-diverging eudicot lineage with diverse medicinal applications. Here, the authors report its chromosome-scale genome assembly, infer a single ancient whole-genome duplication, and characterize the function of CYP719 in diversification of protoberberine-type alkaloids.
- Yifei Liu
- , Bo Wang
- & Jing Nie