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| Open AccessWhole-genome sequencing analysis of the cardiometabolic proteome
The human proteome represents a crucial link between complex disease and genetic/environmental factors. Here, the authors investigate 257 cardiometabolic-relevant protein biomarkers in whole genome sequencing data from 1328 individuals, revealing the genetic architecture underlying biomarker variation.
- Arthur Gilly
- , Young-Chan Park
- & Eleftheria Zeggini
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Article
| Open AccessAnalytical validity of nanopore sequencing for rapid SARS-CoV-2 genome analysis
Nanopore sequencing (ONT) has been used in SARS-CoV-2 studies, however adoption of ONT for SARS-CoV-2 surveillance has been limited due to common concerns around sequencing accuracy. Here, the authors perform a comprehensive evaluation of ONT analytical performance on 157 matched SARS-CoV-2-positive patient specimens and synthetic RNA controls.
- Rowena A. Bull
- , Thiruni N. Adikari
- & Ira W. Deveson
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| Open AccessDonkey genomes provide new insights into domestication and selection for coat color
A new donkey reference genome and comparisons with wild asses yields insights into the evolutionary history of donkey domestication and identifies a genetic variant that results in the non-Dun coat colours of domestic donkeys.
- Changfa Wang
- , Haijing Li
- & Jifeng Zhong
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Article
| Open AccessMuscle progenitor specification and myogenic differentiation are associated with changes in chromatin topology
Chromatin structure and topology play important roles in the regulation of gene expression. Here the authors study the spatio-temporal re-organization of promoter-enhancer interactions in pluripotent ES and skeletal muscle stem cells and the corresponding impact on gene expression as a consequence of myogenic commitment and differentiation.
- Nan Zhang
- , Julen Mendieta-Esteban
- & Brian David Dynlacht
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| Open AccessUMI-linked consensus sequencing enables phylogenetic analysis of directed evolution
The success of protein evolution is dependent on the sequence context mutations are introduced into. Here the authors present UMIC-seq that allows consensus generation for closely related genes by using unique molecular identifiers linked to gene variants.
- Paul Jannis Zurek
- , Philipp Knyphausen
- & Florian Hollfelder
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Article
| Open AccessQuantitative and multiplexed chemical-genetic phenotyping in mammalian cells with QMAP-Seq
Identifying chemical-genetic interactions in mammalian cells is limited to low-throughput or computational methods. Here, the authors present QMAP-Seq, a broadly accessible and scalable approach that uses NGS for pooled high-throughput chemical-genetic profiling in mammalian cells.
- Sonia Brockway
- , Geng Wang
- & Marc L. Mendillo
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Article
| Open AccessSingle-cell analysis of developing and azoospermia human testicles reveals central role of Sertoli cells
Non-obstructive azoospermia affects 1% of men. Here, authors perform single-cell transcriptomic analysis of human testicular cells from healthy donors and non-obstructive azoospermia patients and find that inhibition of Wnt signaling promotes the maturation of Sertoli cells from patients.
- LiangYu Zhao
- , ChenCheng Yao
- & Zheng Li
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Article
| Open AccessReconstitution of prospermatogonial specification in vitro from human induced pluripotent stem cells
Spermatogonia establishment in the fetal and postnatal period is essential for spermatozoa production. Here the authors present a protocol for in vitro reconstitution of human prospermatogonial specification and perform single cell RNA-sequencing to delineate lineage trajectories.
- Young Sun Hwang
- , Shinnosuke Suzuki
- & Kotaro Sasaki
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Article
| Open AccessA single-cell atlas and lineage analysis of the adult Drosophila ovary
Cell types in the adult Drosophila ovary vary during homeostasis and differing environmental conditions. Here, the authors use single-cell RNA-sequencing to identify 26 ovarian cell populations and show cellular plasticity in which escort cells can convert to follicle stem cells upon starvation.
- Katja Rust
- , Lauren E. Byrnes
- & Todd G. Nystul
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Article
| Open AccessOrigin of rebound virus in chronically SIV-infected Rhesus monkeys following treatment discontinuation
The origin and nature of rebound HIV-1 virus following antiretroviral therapy (ART) discontinuation still remains unclear. Here, Liu et al. suggest that intact proviral DNA in peripheral blood and lymph node mononuclear cells during ART suppression likely is the source of viral rebound following ART discontinuation.
- Po-Ting Liu
- , Brandon F. Keele
- & Dan H. Barouch
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Article
| Open AccessPhoton-directed multiplexed enzymatic DNA synthesis for molecular digital data storage
Writing data in DNA is still a bottleneck due to the reliance on chemical synthesis methods. Here the authors report multiplexed enzymatic DNA synthesis using maskless photolithography.
- Howon Lee
- , Daniel J. Wiegand
- & George M. Church
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Article
| Open AccessWhole genome sequence analysis of pulmonary function and COPD in 19,996 multi-ethnic participants
Chronic obstructive pulmonary disease is a leading cause of morbidity and mortality. Here, the authors analyse whole genome sequence data and find new loci associated with lung function and COPD.
- Xutong Zhao
- , Dandi Qiao
- & Ani Manichaikul
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Article
| Open AccessTwo distinct immunopathological profiles in autopsy lungs of COVID-19
The immunopathological features of SARS-CoV-2 infection in the lungs remain unclear. Here, the authors provide a comprehensive characterization of post mortem lung tissues of COVID-19 patients and find two distinct patterns characterized by differential expression of interferon stimulated genes (ISGs), which correlate to viral loads, cytokines, lung damage and time of hospitalization, suggesting ISG profiles to mark disease progression
- Ronny Nienhold
- , Yari Ciani
- & Kirsten D. Mertz
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Article
| Open AccessIdentification of epilepsy-associated neuronal subtypes and gene expression underlying epileptogenesis
The pathophysiology of epilepsy is unclear. Here, the authors present single-nuclei transcriptomic profiling of human temporal lobe epilepsy from patients. They identified epilepsy-associated neuronal subtypes, and a panel of dysregulated genes, predicting neuronal circuits contributing to epilepsy.
- Ulrich Pfisterer
- , Viktor Petukhov
- & Konstantin Khodosevich
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| Open AccessFramework for quality assessment of whole genome cancer sequences
Working with cancer genomes from multiple projects can increase investigative power, but quality of sequences can vary. Here, the authors present a framework for comparing whole genome sequencing quality to help researchers guide downstream analyses and exclude poor quality samples.
- Justin P. Whalley
- , Ivo Buchhalter
- & Ivo G. Gut
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Article
| Open AccessLarge-scale targeted sequencing identifies risk genes for neurodevelopmental disorders
For many neurodevelopmental disorder (NDD) risk genes, the significance for mutational burden is unestablished. Here, the authors sequence 125 candidate NDD genes in over 16,000 NDD cases; case-control mutational burden analysis identifies 48 genes with a significant burden of severe ultra-rare mutations.
- Tianyun Wang
- , Kendra Hoekzema
- & Evan E. Eichler
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Article
| Open AccessA diploid assembly-based benchmark for variants in the major histocompatibility complex
Accurate, phased assemblies are a key tool in understanding the human genome, particularly in highly polymorphic regions like the medically important MHC. Here the authors provide an assembly-based benchmark for this difficult-to-characterize region.
- Chen-Shan Chin
- , Justin Wagner
- & Justin M. Zook
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Article
| Open AccessLoss of MTX2 causes mandibuloacral dysplasia and links mitochondrial dysfunction to altered nuclear morphology
Mandibuloacral dysplasias (MADs) are rare progeroid syndromes characterized by nuclear morphological and functional abnormalities. Here the authors report that loss of mitochondrial membrane protein MTX2 causes a progeroid MAD sharing clinical features with lamin-associated progeroid syndromes.
- Sahar Elouej
- , Karim Harhouri
- & Annachiara De Sandre-Giovannoli
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Article
| Open AccessSingle cell transcriptomics of human epidermis identifies basal stem cell transition states
The mechanisms regulating stem cells to give rise to human interfollicular epidermis are unclear. Here, the authors use single cell RNA sequencing to identify heterogeneity within the human neonatal interfollicular epidermis and distinct spatial positioning of at least four basal stem cell populations.
- Shuxiong Wang
- , Michael L. Drummond
- & Scott X. Atwood
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| Open AccessQuantitative tRNA-sequencing uncovers metazoan tissue-specific tRNA regulation
The relative abundance of specific tRNA can impact protein production rate, folding, and messenger RNA stability. Here the authors describe QuantM-tRNA seq — a method to monitor tRNA abundance and sequence variants — and uncover distinctions in isodecoder expression between tissues that are independent of the anticodon pool of each tRNA family.
- Otis Pinkard
- , Sean McFarland
- & Jeff Coller
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Article
| Open AccessNon-invasive early detection of cancer four years before conventional diagnosis using a blood test
Patients whose disease is diagnosed in its early stages have better outcomes. In this study, the authors develop a non invasive blood test based on circulating tumor DNA methylation that can potentially detect cancer occurrence even in asymptomatic patients.
- Xingdong Chen
- , Jeffrey Gole
- & Li Jin
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| Open AccessPrediction-based highly sensitive CRISPR off-target validation using target-specific DNA enrichment
Off-target mutations that occur at a frequency below 0.5% can be difficult to detect. Here the authors use predicted off-target amplification to increase detection sensitivity.
- Seung-Hun Kang
- , Wi-jae Lee
- & Seung Hwan Lee
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Article
| Open AccessA universal and independent synthetic DNA ladder for the quantitative measurement of genomic features
Standard units of measurement are required for a quantitative description of the genome. Here, the authors present a universal synthetic DNA ladder that can measure genetic abundance in next-generation sequencing libraries.
- Andre L. M. Reis
- , Ira W. Deveson
- & Tim R. Mercer
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| Open AccessDisruption of the tumour-associated EMP3 enhances erythroid proliferation and causes the MAM-negative phenotype
The molecular basis of the clinically important MAM blood group antigen present in most humans is unknown. We identify EMP3 as its encoding gene, establishing MAM as a new blood group system, and demonstrate the role of EMP3 in erythropoiesis through its interaction with the signalling molecule CD44.
- Nicole Thornton
- , Vanja Karamatic Crew
- & David J. Anstee
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Article
| Open AccessDual RNA-seq of Orientia tsutsugamushi informs on host-pathogen interactions for this neglected intracellular human pathogen
Studying emerging pathogens is often challenging due to the lack of information. Here the authors show that dual RNA-seq, profiling the host and pathogen transcriptome simultaneously, helps uncovering the biology of Orientia tsutsugamushi, a major cause of febrile illness in South-East Asia, and its interaction with the host.
- Bozena Mika-Gospodorz
- , Suparat Giengkam
- & Jeanne Salje
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Article
| Open AccessQuantifying molecular bias in DNA data storage
DNA is an attractive digital data storing medium due to high information density and longevity. Here the authors use millions of sequences to investigate inherent biases in DNA synthesis and PCR amplification.
- Yuan-Jyue Chen
- , Christopher N. Takahashi
- & Karin Strauss
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Article
| Open AccessThe mutREAD method detects mutational signatures from low quantities of cancer DNA
Sequencing tumour genomes can reveal information about the processes that drive the formation of cancer. Here, the authors describe a method that can detect these mutational signatures from small amounts of DNA and degraded samples.
- Juliane Perner
- , Sujath Abbas
- & Rebecca C. Fitzgerald
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Article
| Open AccessAn entropy-based metric for assessing the purity of single cell populations
Single cell RNA-seq is a powerful method to assign cell identity, but the purity of cell clusters arising from this data is not clear. Here the authors present an entropy-based statistic called ROGUE to quantify the purity of cell clusters, and identify subtypes within clusters.
- Baolin Liu
- , Chenwei Li
- & Zemin Zhang
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Article
| Open AccessFunctional annotation of rare structural variation in the human brain
Structural variants (SVs) contribute to the genetic architecture of many brain-related disorders. Here, the authors integrate SV calls from genome sequencing (n = 755) with RNA-seq data (n = 629) from post-mortem dorsal lateral prefrontal cortex to annotate the gene regulatory effects of SVs in the human brain and their potential to contribute to disease.
- Lide Han
- , Xuefang Zhao
- & Douglas M. Ruderfer
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Article
| Open AccessDiscovery and quality analysis of a comprehensive set of structural variants and short tandem repeats
The complexity of structural variation (SV) and short tandem repeats (STRs) makes it necessary to apply different calling and filtering strategies to sequencing datasets. Here, Jakubosky et al. report a comprehensive SV and STR callset from whole-genome sequencing of 477 individuals from iPSCORE and HipSci using five algorithms.
- David Jakubosky
- , Erin N. Smith
- & Kelly A. Frazer
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| Open AccessWhole-genome resequencing of wild and domestic sheep identifies genes associated with morphological and agronomic traits
Genetic resources for livestock are valuable for understanding their demography and past selection, and may inform future breeding programs and agricultural improvement. Here, the authors present deep resequencing of 248 wild and domestic sheep, with associated data and analysis.
- Xin Li
- , Ji Yang
- & Meng-Hua Li
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Article
| Open AccessRapid range shifts and megafaunal extinctions associated with late Pleistocene climate change
The impact of late Pleistocene climate change on ecosystems has been hard to assess. Here, the authors sequence ancient DNA from Hall’s Cave, Texas and find that both plant and vertebrate diversity decreased with cooling, and though plant diversity recovered with rewarming, megafauna went extinct.
- Frederik V. Seersholm
- , Daniel J. Werndly
- & Michael Bunce
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| Open AccessAncient genomes from northern China suggest links between subsistence changes and human migration
Northern China contains some of the world’s earliest farming societies. Here, authors use 55 ancient genomes to trace the genetic history of human migrations across northern China for the last 7500 years, and document genetic changes mirroring shifts in subsistence strategy.
- Chao Ning
- , Tianjiao Li
- & Yinqiu Cui
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Article
| Open AccessModel-based analysis of sample index hopping reveals its widespread artifacts in multiplexed single-cell RNA-sequencing
Sample index hopping results in various artefacts in multiplexed scRNA-seq experiments. Here, the authors introduce a statistical model to estimate sample index hopping rate in droplet-based scRNA-seq data and show that artifacts can be corrected by purging phantom molecules from the data.
- Rick Farouni
- , Haig Djambazian
- & Hamed S. Najafabadi
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| Open AccessHigh-resolution annotation of the mouse preimplantation embryo transcriptome using long-read sequencing
Until now, the transcriptome of preimplantation mouse embryos has only been analysed by short-read sequencing. Here, the authors perform long-read sequencing to provide a more detailed transcriptome of the preimplantation mouse embryo, identifying various novel transcripts, for example Kdm4dl.
- Yunbo Qiao
- , Chao Ren
- & Wenjie Shu
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Article
| Open AccessDiscrete populations of isotype-switched memory B lymphocytes are maintained in murine spleen and bone marrow
Memory B cells are important for protecting the host from pathogen rechallenge, but their properties and locations remain ill-defined. Here the authors show, using single-cell transcriptomics and repertoire analyses, that mouse spleen and bone marrow host distinct populations of isotype-switched memory B cells to potentially optimize for rapid recall responses.
- René Riedel
- , Richard Addo
- & Andreas Radbruch
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| Open AccessORF Capture-Seq as a versatile method for targeted identification of full-length isoforms
Most human protein-coding genes are expressed as multiple isoforms. Here the authors present ORF Capture-seq that uses cloned ORFs as probes to capture and sequence full length transcript sequences. This enables highly sensitive characterization of eukaryotic transcriptomes.
- Gloria M. Sheynkman
- , Katharine S. Tuttle
- & Marc Vidal
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Article
| Open AccessDeep learning enables accurate clustering with batch effect removal in single-cell RNA-seq analysis
Increasingly large scRNA-seq datasets demand better and more scalable analysis tools. Here, the authors introduce a scalable unsupervised deep embedding algorithm that clusters scRNA-seq data by iteratively optimizing a clustering objective function and enables removal of batch effects.
- Xiangjie Li
- , Kui Wang
- & Mingyao Li
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Article
| Open AccessChromosome-level assembly of the horseshoe crab genome provides insights into its genome evolution
Horseshoe crabs have been morphologically stable across evolutionary time. Here, the authors generate a chromosome-level assembly for the mangrove horseshoe crab, with implications for innate immunity, and challenging assumptions about the role of genome duplication in adaptive radiation.
- Prashant Shingate
- , Vydianathan Ravi
- & Byrappa Venkatesh
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Article
| Open AccessHighly parallel and efficient single cell mRNA sequencing with paired picoliter chambers
Single-cell RNA-seq can reveal accurate and precise cell types and states. Here the authors present an scRNA-seq platform, Paired-seq, which uses differential flow resistance to achieve 95% cell utilisation efficiency for improved cell-free RNA removal and gene detection.
- Mingxia Zhang
- , Yuan Zou
- & Chaoyong Yang
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Article
| Open AccessInferring spatial and signaling relationships between cells from single cell transcriptomic data
Dissociation of tissues allows high-throughput expression profiling of single cells, but spatial information is lost. Here the authors apply an unbalanced and structured optimal transport method to infer spatial and signalling relationships between cells from scRNA-seq data by integrating it with spatial imaging data.
- Zixuan Cang
- & Qing Nie
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Article
| Open AccessImmunoglobulin expression and the humoral immune response is regulated by the non-canonical poly(A) polymerase TENT5C
Regulating polyadenylation is important for mRNA stability, which can in turn affect B cell maturation and humoral immune responses. Here the authors use Nanopore poly(A) sequencing to explore the importance of the cytoplasmic poly(A) polymerase TENT5C, particularly in the production of immunoglobulins.
- Aleksandra Bilska
- , Monika Kusio-Kobiałka
- & Seweryn Mroczek
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Article
| Open AccessNitrogen starvation reveals the mitotic potential of mutants in the S/MAPK pathways
Nitrogen-starved fission yeast cells survive for weeks without dividing. Here, the authors show that some of these surviving cells accumulate mutations in the stress- and mitogen-activated protein kinase pathways and outcompete their parental cells, which provide nutrients for the mutant cells.
- Rostyslav Makarenko
- , Claire Denis
- & Benoît Arcangioli
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Article
| Open AccessAccurate estimation of cell composition in bulk expression through robust integration of single-cell information
Traditional methods for determining cell type composition lack scalability, while single-cell technologies remain costly and noisy compared to bulk RNA-seq. Here, the authors present a highly efficient tool to measure cellular heterogeneity in bulk expression through robust integration of single-cell information.
- Brandon Jew
- , Marcus Alvarez
- & Eran Halperin
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Article
| Open AccessConsistent RNA sequencing contamination in GTEx and other data sets
Sample contamination has been reported in high throughput RNA sequencing. Here the authors analyze the RNA sequencing data from the Genotype-Tissue Expression project and describe how highly expressed, tissue specific genes contaminate across samples, which is corroborated in other data sets.
- Tim O. Nieuwenhuis
- , Stephanie Y. Yang
- & Marc K. Halushka
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Article
| Open AccessProteasome inhibitor-induced modulation reveals the spliceosome as a specific therapeutic vulnerability in multiple myeloma
The mechanisms of action of proteasome inhibitors (PI) in multiple myeloma (MM) treatment are not fully elucidated. Here, the authors use unbiased phosphoproteomics in PI-treated MM and show increased phosphorylation of splicing-associated proteins, ultimately revealing splicing interference as a mode of PI action as well as demonstrating the spliceosome as a specific therapeutic vulnerability in this disease.
- Hector H. Huang
- , Ian D. Ferguson
- & Arun P. Wiita
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Article
| Open AccessCollagen-producing lung cell atlas identifies multiple subsets with distinct localization and relevance to fibrosis
Collagen production by lung cells is critical to maintain organ architecture but can also drive pathological scarring. Here the authors perform single cell RNA sequencing of collagen-producing lung cells identifying a subset of pathologic fibroblasts characterized by Cthrc1 expression which are concentrated within fibroblastic foci in fibrotic lungs and show a pro-fibrotic phenotype.
- Tatsuya Tsukui
- , Kai-Hui Sun
- & Dean Sheppard
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Article
| Open AccessIncreased burden of ultra-rare structural variants localizing to boundaries of topologically associated domains in schizophrenia
Common variants identified by large-scale genomewide association studies cannot account fully account for the heritability of schizophrenia (SCZ). Here, the authors report high-coverage whole-genome sequencing of 1162 SCZ cases and 936 controls and explore the contribution of different types of variants to SCZ.
- Matthew Halvorsen
- , Ruth Huh
- & Jin P. Szatkiewicz
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| Open AccessIntegrative differential expression and gene set enrichment analysis using summary statistics for scRNA-seq studies
Differential expression (DE) and gene set enrichment (GSE) analysis tend to be carried out separately. Here, the authors present iDEA (integrative Differential expression and gene set Enrichment Analysis) for the analysis of scRNAseq data which uses a Baysian approach to jointly model DE and GSE for improved power in both tasks.
- Ying Ma
- , Shiquan Sun
- & Xiang Zhou