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single cell rna-seq

Lorraine A O'Reilly, Tracy L Putoczki, Lisa A Mielke, Jun T Low, Ann Lin, Adele Preaudet, Marco J Herold, Kelvin Yaprianto, Lin Tai, Andrew Kueh, Guido Pacini, Richard L Ferrero, Raffi Gugasyan, Yifang Hu, Michael Christie, Stephen Wilcox, Raelene Grumont, Michael D W Griffin, Liam O'Connor, Gordon K Smyth, Mathias Ernst, Paul Waring, Steve Gerondakis, Andreas Strasser
Polymorphisms in NFKB1 that diminish its expression have been linked to human inflammatory diseases and increased risk for epithelial cancers. The underlying mechanisms are unknown, and the link is perplexing given that NF-κB signaling reportedly typically exerts pro-tumorigenic activity. Here we have shown that NF-κB1 deficiency, even loss of a single allele, resulted in spontaneous invasive gastric cancer (GC) in mice that mirrored the histopathological progression of human intestinal-type gastric adenocarcinoma...
March 20, 2018: Immunity
Xin-Xin Yu, Wei-Lin Qiu, Liu Yang, Lin-Chen Li, Yu-Wei Zhang, Cheng-Ran Xu
Pancreatic endocrine lineages are derived from pancreatic progenitors that undergo a cell fate transition requiring a switch from low to high Ngn3 expression. However, the underlying chromatin regulatory mechanisms are unclear. Here, we performed epigenomic analysis of gene regulatory loci featuring histone marks in cells with low or high level of Ngn3 expression. In combination with transcriptomic analysis, we discovered that in Ngn3-high cells, the removal of H3K27me3 was associated with the activation of key transcription factors and the establishment of primed and active enhancers...
March 20, 2018: Development
Amit A Upadhyay, Robert C Kauffman, Amber N Wolabaugh, Alice Cho, Nirav B Patel, Samantha M Reiss, Colin Havenar-Daughton, Reem A Dawoud, Gregory K Tharp, Iñaki Sanz, Bali Pulendran, Shane Crotty, F Eun-Hyung Lee, Jens Wrammert, Steven E Bosinger
B cells play a critical role in the immune response by producing antibodies, which display remarkable diversity. Here we describe a bioinformatic pipeline, BALDR (BCR Assignment of Lineage using De novo Reconstruction) that accurately reconstructs the paired heavy and light chain immunoglobulin gene sequences from Illumina single-cell RNA-seq data. BALDR was accurate for clonotype identification in human and rhesus macaque influenza vaccine and simian immunodeficiency virus vaccine induced vaccine-induced plasmablasts and naïve and antigen-specific memory B cells...
March 20, 2018: Genome Medicine
Sara Cristinelli, Angela Ciuffi
Single-cell analyses allow uncovering cellular heterogeneity, not only per se, but also in response to viral infection. Similarly, single cell transcriptome analyses (scRNA-Seq) can highlight specific signatures, identifying cell subsets with particular phenotypes, which are relevant in the understanding of virus-host interactions.
March 17, 2018: Current Opinion in Virology
Keunsub Lee, Kan Wang
During the last decade, small noncoding RNAs (ncRNAs) have emerged as essential post-transcriptional regulators in bacteria. Nearly all important physiological and stress responses are modulated by ncRNA regulators, such as riboswitches, trans-acting small RNAs (sRNAs), and cis-antisense RNAs. Recently, three RNA-seq studies identified a total of 1534 candidate ncRNAs from Agrobacterium tumefaciens, a pathogen and biotechnology tool for plants. Only a few ncRNAs have been functionally characterized in A. tumefaciens, and some of them appear to be involved in virulence...
March 20, 2018: Current Topics in Microbiology and Immunology
Daniel Edsgärd, Per Johnsson, Rickard Sandberg
As methods for measuring spatial gene expression at single-cell resolution become available, there is a need for computational analysis strategies. We present trendsceek, a method based on marked point processes that identifies genes with statistically significant spatial expression trends. trendsceek finds these genes in spatial transcriptomic and sequential fluorescence in situ hybridization data, and also reveals significant gene expression gradients and hot spots in low-dimensional projections of dissociated single-cell RNA-seq data...
March 19, 2018: Nature Methods
Charles Cole, Ashley Byrne, Anna E Beaudin, E Camilla Forsberg, Christopher Vollmers
RNA-sequencing (RNA-seq) is a powerful technique to investigate and quantify entire transcriptomes. Recent advances in the field have made it possible to explore the transcriptomes of single cells. However, most widely used RNA-seq protocols fail to provide crucial information regarding transcription start sites. Here we present a protocol, Tn5Prime, that takes advantage of the Tn5 transposase-based Smart-seq2 protocol to create RNA-seq libraries that capture the 5' end of transcripts. The Tn5Prime method dramatically streamlines the 5' capture process and is both cost effective and reliable...
March 14, 2018: Nucleic Acids Research
Te-Sha Tsai, Sonika Tyagi, Justin C St John
STUDY QUESTION: What are the molecular differences between mitochondrial DNA (mtDNA)-deficient and mtDNA-normal oocytes and how does mitochondrial supplementation alter these? SUMMARY ANSWER: Changes to DNA methylation in a 5' cytosine-phosphate-guanine 3' (CpG) island in the mtDNA-specific replication factor (DNA polymerase gamma (POLG)) of mtDNA-deficient oocytes mediates an increase in mtDNA copy number by the 2-cell stage that positively modulates the expression of nuclear genes, which affect cellular and metabolic processes, following autologous mitochondrial supplementation...
March 13, 2018: Human Reproduction
Alexander B Rosenberg, Charles M Roco, Richard A Muscat, Anna Kuchina, Paul Sample, Zizhen Yao, Lucas Gray, David J Peeler, Sumit Mukherjee, Wei Chen, Suzie H Pun, Drew L Sellers, Bosiljka Tasic, Georg Seelig
To facilitate scalable profiling of single cells, we developed split-pool ligation-based transcriptome sequencing (SPLiT-seq), a single-cell RNA-seq (scRNA-seq) method that labels the cellular origin of RNA through combinatorial barcoding. SPLiT-seq is compatible with fixed cells or nuclei, allows efficient sample multiplexing and requires no customized equipment. We used SPLiT-seq to analyze 156,049 single-nucleus transcriptomes from postnatal day 2 and 11 mouse brains and spinal cords. Over 100 cell types were identified, with gene expression patterns corresponding to cellular function, regional specificity, and stage of differentiation...
March 15, 2018: Science
Shiwei Zheng, Efthymia Papalexi, Andrew Butler, William Stephenson, Rahul Satija
Hematopoietic stem cells (HSCs) give rise to diverse cell types in the blood system, yet our molecular understanding of the early trajectories that generate this enormous diversity in humans remains incomplete. Here, we leverage Drop-seq, a massively parallel single-cell RNA sequencing (scRNA-seq) approach, to individually profile 20,000 progenitor cells from human cord blood, without prior enrichment or depletion for individual lineages based on surface markers. Our data reveal a transcriptional compendium of progenitor states in human cord blood, representing four committed lineages downstream from HSC, alongside the transcriptional dynamics underlying fate commitment...
March 15, 2018: Molecular Systems Biology
Clément Cochain, Ehsan Vafadarnejad, Panagiota Arampatzi, Pelisek Jaroslav, Holger Winkels, Klaus Ley, Dennis Wolf, Antoine-Emmanuel Saliba, Alma Zernecke
<u>Rationale:</u> It is assumed that atherosclerotic arteries contain several macrophage subsets endowed with specific functions. The precise identity of these subsets is poorly characterized as they ha ve been defined by the expression of a restricted number of markers. <u>Objective:</u> We have applied single-cell RNA-seq as an unbiased profiling strategy to interrogate and classify aortic macrophage heterogeneity at the single-cell level in atherosclerosis. <u>Methods and Results:</u> We performed single-cell RNA sequencing of total aortic CD45+ cells extracted from the non-diseased (chow fed) and atherosclerotic (11 weeks of high fat diet) aorta of Ldlr-/- mice...
March 15, 2018: Circulation Research
Suhyung Cho, Donghui Choe, Eunju Lee, Sun Chang Kim, Bernhard Ø Palsson, Byung-Kwan Cho
Along with functional advances in the use of CRISPR/Cas9 for genome editing, endonuclease-deficient Cas9 (dCas9) has provided a versatile molecular tool for exploring gene functions. In principle, differences in cell phenotypes that result from the RNA-guided modulation of transcription levels by dCas9 are critical for inferring with gene function; however, the effect of intracellular dCas9 expression on bacterial morphology has not been systematically elucidated. Here, we observed unexpected morphological changes in Escherichia coli mediated by dCas9, which were then characterized using RNA sequencing (RNA-Seq) and chromatin immunoprecipitation sequencing (ChIP-Seq)...
March 15, 2018: ACS Synthetic Biology
Teklab Gebregiworgis, Christopher Boyd Marshall, Tadateru Nishikawa, Nikolina Radulovich, María-José Sandi, Zhenhao Fang, Robert Rottapel, Ming-Sound Tsao, Mitsuhiko Ikura
Small GTPases (sGTPases) are critical switch-like regulators that mediate several important cellular functions and are often mutated in human cancers. They are activated by guanine nucleotide exchange factors (GEFs), which specifically catalyze the exchange of GTP for GDP. GEFs coordinate signaling networks in normal cells, and are frequently deregulated in cancers. sGTPase signaling pathways are complex and interconnected; however, most GEF assays do not reveal such complexity. In this communication, we describe the development of a unique real-time NMR-based multiplexed GEF assay that employs distinct isotopic labeling schemes for each sGTPase protein to enable simultaneous observation of six proteins of interest...
March 15, 2018: Journal of the American Chemical Society
Zhengda Sun, Chih-Yang Wang, Devon A Lawson, Serena Kwek, Hugo Gonzalez Velozo, Mark Owyong, Ming-Derg Lai, Lawrence Fong, Mark Wilson, Hua Su, Zena Werb, Daniel L Cooke
Tumor endothelial cells (TEC) play an indispensible role in tumor growth and metastasis although much of the detailed mechanism still remains elusive. In this study we characterized and compared the global gene expression profiles of TECs and control ECs isolated from human breast cancerous tissues and reduction mammoplasty tissues respectively by single cell RNA sequencing (scRNA-seq). Based on the qualified scRNA-seq libraries that we made, we found that 1302 genes were differentially expressed between these two EC phenotypes...
February 16, 2018: Oncotarget
Ji Dong, Yuqiong Hu, Xiaoying Fan, Xinglong Wu, Yunuo Mao, Boqiang Hu, Hongshan Guo, Lu Wen, Fuchou Tang
BACKGROUND: Organogenesis is crucial for proper organ formation during mammalian embryonic development. However, the similarities and shared features between different organs and the cellular heterogeneity during this process at single-cell resolution remain elusive. RESULTS: We perform single-cell RNA sequencing analysis of 1916 individual cells from eight organs and tissues of E9.5 to E11.5 mouse embryos, namely, the forebrain, hindbrain, skin, heart, somite, lung, liver, and intestine...
March 14, 2018: Genome Biology
Suijuan Zhong, Shu Zhang, Xiaoying Fan, Qian Wu, Liying Yan, Ji Dong, Haofeng Zhang, Long Li, Le Sun, Na Pan, Xiaohui Xu, Fuchou Tang, Jun Zhang, Jie Qiao, Xiaoqun Wang
The mammalian prefrontal cortex comprises a set of highly specialized brain areas containing billions of cells and serves as the centre of the highest-order cognitive functions, such as memory, cognitive ability, decision-making and social behaviour. Although neural circuits are formed in the late stages of human embryonic development and even after birth, diverse classes of functional cells are generated and migrate to the appropriate locations earlier in development. Dysfunction of the prefrontal cortex contributes to cognitive deficits and the majority of neurodevelopmental disorders; there is therefore a need for detailed knowledge of the development of the prefrontal cortex...
March 14, 2018: Nature
Jun Ding, James S Hagood, Namasivayam Ambalavanan, Naftali Kaminski, Ziv Bar-Joseph
The Dynamic Regulatory Events Miner (DREM) software reconstructs dynamic regulatory networks by integrating static protein-DNA interaction data with time series gene expression data. In recent years, several additional types of high-throughput time series data have been profiled when studying biological processes including time series miRNA expression, proteomics, epigenomics and single cell RNA-Seq. Combining all available time series and static datasets in a unified model remains an important challenge and goal...
March 14, 2018: PLoS Computational Biology
Shan Gao
Single-cell transcriptome sequencing, often referred to as single-cell RNA sequencing (scRNA-seq), is used to measure gene expression at the single-cell level and provides a higher resolution of cellular differences than bulk RNA-seq. With more detailed and accurate information, scRNA-seq will greatly promote the understanding of cell functions, disease progression, and treatment response. Although the scRNA-seq experimental protocols have been improved very quickly, many challenges in the scRNA-seq data analysis still need to be overcome...
2018: Methods in Molecular Biology
Jiyan Mohammad, Harsharan Dhillon, Shireen Chikara, Sujan Mamidi, Avinash Sreedasyam, Kishore Chittem, Megan Orr, John C Wilkinson, Katie M Reindl
Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers due to a late diagnosis and poor response to available treatments. There is a need to identify complementary treatment strategies that will enhance the efficacy and reduce the toxicity of currently used therapeutic approaches. We investigated the ability of a known ROS inducer, piperlongumine (PL), to complement the modest anti-cancer effects of the approved chemotherapeutic agent gemcitabine (GEM) in PDAC cells in vitro and in vivo . PDAC cells treated with PL + GEM showed reduced cell viability, clonogenic survival, and growth on Matrigel compared to control and individually-treated cells...
February 13, 2018: Oncotarget
Miri Shnayder, Aharon Nachshon, Benjamin Krishna, Emma Poole, Alina Boshkov, Amit Binyamin, Itay Maza, John Sinclair, Michal Schwartz, Noam Stern-Ginossar
Primary infection with human cytomegalovirus (HCMV) results in a lifelong infection due to its ability to establish latent infection, with one characterized viral reservoir being hematopoietic cells. Although reactivation from latency causes serious disease in immunocompromised individuals, our molecular understanding of latency is limited. Here, we delineate viral gene expression during natural HCMV persistent infection by analyzing the massive transcriptome RNA sequencing (RNA-seq) atlas generated by the Genotype-Tissue Expression (GTEx) project...
March 13, 2018: MBio
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