circFL-seq reveals full-length circular RNAs with rolling circular reverse transcription and nanopore sequencing.

Circular RNAs (circRNAs) act through multiple mechanisms via their sequence features to fine-tune gene expression networks. Due to overlapping sequences with linear cognates, identifying internal sequences of circRNAs remains a challenge, which hinders a comprehensive understanding of circRNA functions and mechanisms. Here, based on rolling circular reverse transcription and nanopore sequencing, we developed circFL-seq, a full-length circRNA sequencing method, to profile circRNA at the isoform level. With a customized computational pipeline to directly identify full-length sequences from rolling circular reads, we reconstructed 77,606 high-quality circRNAs from seven human cell lines and two human tissues. circFL-seq benefits from rolling circles and long-read sequencing, and the results showed more than tenfold enrichment of circRNA reads and advantages for both detection and quantification at the isoform level compared to those for short-read RNA sequencing. The concordance of the RT-qPCR and circFL-seq results for the identification of differential alternative splicing suggested wide application prospects for functional studies of internal variants in circRNAs. Moreover, the detection of fusion circRNAs at the omics scale may further expand the application of circFL-seq. Taken together, the accurate identification and quantification of full-length circRNAs make circFL-seq a potential tool for large-scale screening of functional circRNAs.

Decontamination of ambient RNA in single-cell RNA-seq with DecontX.

Droplet-based microfluidic devices have become widely used to perform single-cell RNA sequencing (scRNA-seq). However, ambient RNA present in the cell suspension can be aberrantly counted along with a cell's native mRNA and result in cross-contamination of transcripts between different cell populations. DecontX is a novel Bayesian method to estimate and remove contamination in individual cells. DecontX accurately predicts contamination levels in a mouse-human mixture dataset and removes aberrant expression of marker genes in PBMC datasets. We also compare the contamination levels between four different scRNA-seq protocols. Overall, DecontX can be incorporated into scRNA-seq workflows to improve downstream analyses.

Transcriptome profiling of mouse samples using nanopore sequencing of cDNA and RNA molecules.

Our vision of DNA transcription and splicing has changed dramatically with the introduction of short-read sequencing. These high-throughput sequencing technologies promised to unravel the complexity of any transcriptome. Generally gene expression levels are well-captured using these technologies, but there are still remaining caveats due to the limited read length and the fact that RNA molecules had to be reverse transcribed before sequencing. Oxford Nanopore Technologies has recently launched a portable sequencer which offers the possibility of sequencing long reads and most importantly RNA molecules. Here we generated a full mouse transcriptome from brain and liver using the Oxford Nanopore device. As a comparison, we sequenced RNA (RNA-Seq) and cDNA (cDNA-Seq) molecules using both long and short reads technologies and tested the TeloPrime preparation kit, dedicated to the enrichment of full-length transcripts. Using spike-in data, we confirmed that expression levels are efficiently captured by cDNA-Seq using short reads. More importantly, Oxford Nanopore RNA-Seq tends to be more efficient, while cDNA-Seq appears to be more biased. We further show that the cDNA library preparation of the Nanopore protocol induces read truncation for transcripts containing internal runs of T's. This bias is marked for runs of at least 15 T's, but is already detectable for runs of at least 9 T's and therefore concerns more than 20% of expressed transcripts in mouse brain and liver. Finally, we outline that bioinformatics challenges remain ahead for quantifying at the transcript level, especially when reads are not full-length. Accurate quantification of repeat-associated genes such as processed pseudogenes also remains difficult, and we show that current mapping protocols which map reads to the genome largely over-estimate their expression, at the expense of their parent gene.

Single-Cell Transcriptome Analysis of T Cells.

Single-cell RNA-seq (scRNA-seq) has provided novel routes to investigate the heterogeneous populations of T cells and is rapidly becoming a common tool for molecular profiling and identification of novel subsets and functions. This chapter offers an experimental and computational workflow for scRNA-seq analysis of T cells. We focus on the analyses of scRNA-seq data derived from plate-based sorted T cells using flow cytometry and full-length transcriptome protocols such as Smart-Seq2. However, the proposed pipeline can be applied to other high-throughput approaches such as UMI-based methods. We describe a detailed bioinformatics pipeline that can be easily reproduced and discuss future directions and current limitations of these methods in the context of T cell biology.

Droplet-based single cell RNAseq tools: a practical guide.

Droplet based scRNA-seq systems such as Drop-seq, inDrop and Chromium 10X have been the catalyst for the wide adoption of high-throughput scRNA-seq technologies in the research laboratory. In order to understand the capabilities of these systems to deeply interrogate biology; here we provide a practical guide through all the steps involved in a typical scRNA-seq experiment. Through comparing and contrasting these three main droplet based systems (and their derivatives), we provide an overview of all critical considerations in obtaining high quality and biologically relevant data. We also discuss the limitations of these systems and how they fit into the emerging field of Genomic Cytometry.

Caracterização bioquímica e funcional da proteína XadA3 de Xylella fastidiosa / Biochemistry and functional characterization of Xylella fastidiosa XadA3 adhesin

Gram-negativas e é utilizado por diversos patógenos para colonizar seus hospedeiros, sendo o primeiro passo do processo de desenvolvimento do biolfilme. Uma variedade de apêndices celulares e proteínas está envolvida na adesão bacteriana, tais como pili, fimbrias, adesinas fimbriais e afimbriais. O fitopatógeno Xylella fastidiosa, agente causal de importantes doenças como a doença de Pierce de videiras, a clorose variegada dos citros e a síndrome do rápido declínio de oliveiras, possui em sua superfície várias dessas estruturas que são potencialmente responsáveis pela colonização eficiente de insetos-vetores e plantas hospedeiras. Entre as adesinas afimbriais codificadas no genoma dessa bactéria, três XadA (XadA1, Hsf/XadA2 e XadA3) são classificadas como autotransportadores triméricos. Dados da literatura sugerem que XadA1 e XadA2 são importantes para a formação do biofilme, porém a função de XadA3 ainda não havia sido investigada. Nesse trabalho, tivemos como objetivo caracterizar bioquímica e funcionalmente a proteína XadA3 e obter informações adicionais sobre o papel desempenhado por XadA1 e XadA2 na adesão e virulência de X. fastidiosa. Utilizando imunodetecção com um anticorpo policlonal anti-XadA3 por nós obtido, demonstramos que essa proteína localiza-se na superfície bacteriana e medeia a adesão intercelular. A caracterização dos fenótipos de mutantes de deleção de cada um dos genes das adesinas XadA revelou que o mutante ΔxadA3 tem reduzida capacidade de agregação celular e formação de biofilme quando comparado tanto aos mutantes ΔxadA1 e ΔxadA2 como à cepa selvagem Temecula. A deleção dos genes xadA afeta marginalmente o perfil de expressão gênica global avaliado através de RNAseq das cepas mutantes comparativamente à cepa selvagem, porém destaca-se, nas cepas mutantes, o aumento nos níveis dos transcritos de lipases/esterases. Já foi descrito que essas enzimas parecem atuar na degradação do tecido vegetal associada aos sintomas da doença de Pierce de videiras. A deleção de xadA3 resulta em um fenótipo de hipervirulência em videiras, mas também de deficiência de transmissão pelo inseto-vetor. O conjunto dos resultados obtidos nesse trabalho evidenciam o importante papel desempenhado pelas adesinas XadAs, particularmente XadA3, na adesão intercelular, no desenvolvimento do biofilme e na virulência de X. fastidiosa

Adhesion is a widely conserved mechanism of virulence among Gram-negative bacteria that is used by several pathogens to colonize their hosts, being the first step in biolfilm development. A variety of appendages and proteins are involved in bacterial adhesion, such as pili, fimbriae, fimbrial and afimbrials adhesins. The phytopathogen Xylella fastidiosa, causal agent of important diseases such as Pierce's disease of grapevines, citrus variegated chlorosis and olive quick decline syndrome, harbours on its surface several of these structures that are potentially responsible for efficient colonization of insect vectors and plant hosts. Among the afimbrial adhesins encoded in the genome of this bacterium, three XadAs (XadA1, Hsf/XadA2 and XadA3) are classified as trimeric autotransporters. Data from the literature suggest that XadA1 and XadA2 are important for biofilm formation, but XadA3 function has not been yet investigated. In this work, we aimed to biochemically and functionally characterize the XadA3 protein and gather additional information about the role played by XadA1 and XadA2 in X. fastidiosa adhesion and virulence. Using immunodetection with a polyclonal anti-XadA3 antibody, we have demonstrated that this protein localizes to the bacterial surface and mediates intercellular adhesion. Phenotypic characterization of the deletion mutants of XadA adhesins encoded genes revealed that the ΔxadA3 mutant has reduced cell aggregation capacity and biofilm formation when compared to both ΔxadA1 and ΔxadA2 mutants as well as to Temecula wild type strain. Deletion of the xadA genes marginally affects the global gene expression profile assessed by RNA-seq of the mutant strains compared to the wild-type strain, eventhough an increase in lipase/esterase transcripts levels was observed in the mutant strains. It has been reported that these enzymes appear to participate in the degradation of plant tissue that is associated with symptoms of Pierce's disease of grapevines. The deletion of xadA3 results in a phenotype of hypervirulence in grapevines but also of deficiency in insect-vector transmission. The results obtained in this work evidenced the important role played by XadAs adhesins, particularly XadA3, in X. fastidiosa intercellular adhesion, biofilm development and virulence