scholarly journals New insights into Arabidopsis transcriptome complexity revealed by direct sequencing of native RNAs

2020 ◽  
Vol 48 (14) ◽  
pp. 7700-7711 ◽  
Author(s):  
Shoudong Zhang ◽  
Runsheng Li ◽  
Li Zhang ◽  
Shengjie Chen ◽  
Min Xie ◽  
...  

Abstract Arabidopsis thaliana transcriptomes have been extensively studied and characterized under different conditions. However, most of the current ‘RNA-sequencing’ technologies produce a relatively short read length and demand a reverse-transcription step, preventing effective characterization of transcriptome complexity. Here, we performed Direct RNA Sequencing (DRS) using the latest Oxford Nanopore Technology (ONT) with exceptional read length. We demonstrate that the complexity of the A. thaliana transcriptomes has been substantially under-estimated. The ONT direct RNA sequencing identified novel transcript isoforms at both the vegetative (14-day old seedlings, stage 1.04) and reproductive stages (stage 6.00–6.10) of development. Using in-house software called TrackCluster, we determined alternative transcription initiation (ATI), alternative polyadenylation (APA), alternative splicing (AS), and fusion transcripts. More than 38 500 novel transcript isoforms were identified, including six categories of fusion-transcripts that may result from differential RNA processing mechanisms. Aided by the Tombo algorithm, we found an enrichment of m5C modifications in the mobile mRNAs, consistent with a recent finding that m5C modification in mRNAs is crucial for their long-distance movement. In summary, ONT DRS offers an advantage in the identification and functional characterization of novel RNA isoforms and RNA base modifications, significantly improving annotation of the A. thaliana genome.

Oncotarget ◽  
2017 ◽  
Vol 8 (49) ◽  
pp. 85759-85771 ◽  
Author(s):  
Jia Liu ◽  
Lin Zhang ◽  
Ping Mao ◽  
Guoqiang Jiang ◽  
Likun Liu ◽  
...  

Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 2908-2908
Author(s):  
Sadia Afrin ◽  
Claus Meyer ◽  
Caedyn L. Stinson ◽  
Thy Pham ◽  
Timothy J.C. Bruxner ◽  
...  

Abstract Chromosomal translocations involving 11q23, resulting in rearrangements of the mixed lineage leukemia gene (MLL, re-named KMT2A) are frequent events in childhood leukemia. MLL is highly promiscuous, with approximately 80 fusions now characterized. Although fluorescence in situ hybridization (FISH) has high specificity for detecting MLL-rearrangements (MLL-r), sensitivity is limited and the translocation partner gene (TPG) cannot always be identified. In contrast, long-distance inverse-PCR (LDI-PCR) permits sequence-specific characterization of MLL breakpoints and the resultant fusion gene, which can then be used for monitoring minimal residual disease (MRD). A limitation of LDI-PCR is the relatively large input of DNA (≈ 1μg) required, with a blast cell percentage of > 20-30% to achieve sufficient sensitivity. Next-generation sequencing (NGS) approaches such as RNAseq and whole-genome sequencing (WGS) have the potential to identify multiple gene fusions, however their ability to detect the full spectrum of MLL fusions is limited by coverage, read depth and thereby cost. Such limitations can potentially be overcome with targeted sequencing panels, although their performance against "gold standard" assays, such as LDI-PCR, is unknown. We therefore aimed to assess the ability of a novel, targeted NGS approach for characterizing patient-specific MLLgene rearrangements from low inputs of RNA. The Archer™ FusionPlex™ Heme and Myeloid panels utilize anchored multiplex PCR-based enrichment (AMP-E) to rapidly enrich a number of targets, including MLL, creating libraries for NGS. The NGS libraries are generated using rapid workflows and are compatible with nucleic acid inputs of ≈ 20-200ng. Briefly, double stranded cDNA is generated from patient RNA and subjected to end repair, adenylation and ligation with unique, half-functional adaptors. Following two rounds of nested PCR with primers attached to common sequencing adaptors, the resulting target amplicons become functional and ready for clonal amplification and sequencing. Using AMP-E, we tested 23 paediatric MLL-r samples (15 ALL, 8 AML) that had previously been analyzed by LDI-PCR and were known to harbor 8 different MLL fusions, including MLL-AFF1 (n = 8), -MLLT3 (5), -MLLT10 (3), -ELL (2), -DCP1A (1), -MLLT1 (1), - AFF3 (1), and -TNRC18 (1). A patient sample known to express BCR-ABL1 was used as a positive control and a cytogenetically normal AML sample in remission was used as a negative control in each panel. The median blast count for samples analyzed was 86.1% (range 25%-97%). On average, 100ng of RNA was used per sample, with RIN values ranging from 2.7 to 9.1. Libraries generated using either the Archer™ FusionPlex™ Heme or Myeloid kit were sequenced to sufficient read depths by Illumina MiSeq® and NextSeq®, respectively. Bioinformatic analyses were performed with the Archer™ Analysis 4.1 software. Results were then compared with fusions identified by LDI-PCR. There was high concordance between AMP-E and LDI-PCR, with all MLL fusion genes identified by LDI-PCR also detected by AMP-E. Of note, an ALL sample with t(11;19), unable to be characterized by LDI-PCR, was identified by AMP-E to express MLL-MLLT1. The control BCR-ABL1 fusion was identified in every run and there were no false-negative results. Furthermore, AMP-E identified multiple MLL-fusion transcripts in 56.5% of patients. Analysis of paired diagnosis-relapse samples from an AML patient with MLL-MLLT3demonstrated that the two discrete transcripts present at diagnosis persisted at relapse, with emergence of a third transcript. In summary, detection of MLL gene fusions in acute leukemia using AMP-E is both sensitive and specific. The low RNA requirement, rapid workflow, compatibility with Illumina MiSeq® and cloud-based proprietary analysis software, together with the array of additional fusions and mutations detected by the Archer™ panels, show promise for translation into clinical diagnostic settings. The persistence of discrete transcript isoforms at relapse also highlights the potential for AMP-E to identify multiple, patient-specific MLL fusion transcripts which may have utility in refining prognostication, MRD monitoring and informing future functional studies of MLL-driven leukemogenesis. Disclosures No relevant conflicts of interest to declare.


Cells ◽  
2019 ◽  
Vol 8 (4) ◽  
pp. 363 ◽  
Author(s):  
Toyoda ◽  
Mančíková ◽  
Krylov ◽  
Morimoto ◽  
Pavelcová ◽  
...  

ATP-binding cassette subfamily G member 2 (ABCG2) is a physiologically important urate transporter. Accumulating evidence demonstrates that congenital dysfunction of ABCG2 is an important genetic risk factor in gout and hyperuricemia; recent studies suggest the clinical significance of both common and rare variants of ABCG2. However, the effects of rare variants of ABCG2 on the risk of such diseases are not fully understood. Here, using a cohort of 250 Czech individuals of European descent (68 primary hyperuricemia patients and 182 primary gout patients), we examined exonic non-synonymous variants of ABCG2. Based on the results of direct sequencing and database information, we experimentally characterized nine rare variants of ABCG2: R147W (rs372192400), T153M (rs753759474), F373C (rs752626614), T421A (rs199854112), T434M (rs769734146), S476P (not annotated), S572R (rs200894058), D620N (rs34783571), and a three-base deletion K360del (rs750972998). Functional analyses of these rare variants revealed a deficiency in the plasma membrane localization of R147W and S572R, lower levels of cellular proteins of T153M and F373C, and null urate uptake function of T434M and S476P. Accordingly, we newly identified six rare variants of ABCG2 that showed lower or null function. Our findings contribute to deepening the understanding of ABCG2-related gout/hyperuricemia risk and the biochemical characteristics of the ABCG2 protein.


2021 ◽  
Author(s):  
Jian Li ◽  
Lena Bergmann ◽  
Kimberly M Webb ◽  
Madelaine M Gogol ◽  
Philipp Voigt ◽  
...  

The Isw1b chromatin-remodelling complex is specifically recruited to gene bodies to help retain pre-existing histones during transcription by RNA polymerase II. Recruitment is dependent on H3K36 methylation and the Isw1b subunit Ioc4, which contains an N-terminal PWWP domain. Here, we present the crystal structure of the Ioc4-PWWP domain including a detailed functional characterization of the domain on its own as well as in the context of full-length Ioc4 and the Isw1b remodeller. Ioc4-PWWP preferentially binds H3K36me3-containing nucleosomes. The ability of the PWWP domain to bind DNA is required for this interaction. It is also promoted by the unique insertion motif present in Ioc4-PWWP. The ability to bind H3K36me3 as well as DNA are also critical for full-length Ioc4 binding to nucleosomes in vitro as well as its recruitment to gene bodies in vivo. Furthermore, a fully functional Ioc4-PWWP domain is necessary for efficient remodelling by Isw1b and the maintenance of ordered chromatin in vivo, thereby preventing intragenic transcription initiation and the production of non-coding RNAs.


2019 ◽  
Author(s):  
Charlotte Soneson ◽  
Yao Yao ◽  
Anna Bratus-Neuenschwander ◽  
Andrea Patrignani ◽  
Mark D. Robinson ◽  
...  

AbstractA platform for highly parallel direct sequencing of native RNA strands was recently described by Oxford Nanopore Technologies (ONT); in order to assess overall performance in transcript-level investigations, the technology was applied for sequencing sets of synthetic transcripts as well as a yeast transcriptome. However, despite initial efforts it remains crucial to further investigate characteristics of ONT native RNA sequencing when applied to much more complex transcriptomes. Here we thus undertook extensive native RNA sequencing of polyA+ RNA from two human cell lines, and thereby analysed ~5.2 million aligned native RNA reads which consisted of a total of ~4.6 billion bases. To enable informative comparisons, we also performed relevant ONT direct cDNA- and Illumina-sequencing. We find that while native RNA sequencing does enable some of the anticipated advantages, key unexpected aspects hamper its performance, most notably the quite frequent inability to obtain full-length transcripts from single reads, as well as difficulties to unambiguously infer their true transcript of origin. While characterising issues that need to be addressed when investigating more complex transcriptomes, our study highlights that with some defined improvements, native RNA sequencing could be an important addition to the mammalian transcriptomics toolbox.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 1220-1220
Author(s):  
Dong-Hyun Lee ◽  
Young-Uk Cho ◽  
Seongsoo Jang ◽  
Chan-Jeoung Park ◽  
Mi Hyun Bae ◽  
...  

Abstract Background Chromosomal translocations in acute leukemia frequently result in gene fusions that are associated with leukemogenesis. Next-generation sequencing technology has opened up a systematic characterization of transcriptomes including gene expression, novel transcript, and fusion transcripts. We used next-generation RNA sequencing to identify fusion genes responsible for novel chromosomal translocations in acute leukemia and to find their differentially expressed genes. Methods We selected 10 acute leukemia (AML, 6; B-ALL, 3; and T-ALL, 1) patients with novel translocations by G-banding. Total RNA was extracted from leukemia cells and cDNA libraries were constructed with TruSeq RNA kit. Paired-end sequencing was performed on HiSeq2500. Reads were aligned with TopHat/BowTie, and deFuse was used to detect fusion transcripts. Transcript assembly and abundance estimation were done using Cufflinks, and expression levels were quantified by fragments per kilobase of transcript per million mapped reads (FPKM). The candidate fusion transcripts were validated with fluorescence in situ hybridization (FISH), and reverse-transcription PCR followed by Sanger-sequencing. Results We found 5 in-frame fusion genes exactly matched on translocation breakpoints from 3 AML patients and 1 B-ALL patient: USP34-ASAP3/t(1;2)(p36.1;p11.2), MAZ-MKL1/t(16;22)(p11.2;q13), MLL-SEPT6 and SEPT6-CDCA5/t(X;11)(q24;q13), and RCSD1-ABL1/t(1;9)(q24;q34). The USP34-ASAP3 fusion produced a novel transcript between USP34 exon 2 and ASAP3 exon 18. The protein encoded by the ASAP3 gene promotes cell differentiation and migration and has been implicated in cancer cell invasion. Comparing gene expression in this sample to nine other samples, we found six overexpressed genes; CLEC3B, SNAR-A14, H19, HOTS, SNORD35A, and S100A1. CLEC3B is associated with human disorders affecting bone and connective tissue. H19 is located in an imprinted region of chromosome 11 and is associated with Wilms tumorigenesis. S100A1 is involved in the regulation of a number of cellular processes such as cell cycle progression and differentiation. The MAZ-MKL1 fusion transcript was composed of MAZ exon 4 and MKL1 exon 4. MAZ was a novel partner gene of MKL1 which had been reported in acute megakaryoblastic leukemia carrying RBM15-MKL1/t(1;22)(p13;q13). MS4A2, RPLP0, and ARP5J2 genes were overexpressed in this rearrangement. MS4A2 is related PI3K cascade pathway and immune response pathway. RPLP0 is responsible for RNA binding and structural constituent of ribosome. AML patient with t(X;11)(q24;q13) had two fusion transcripts, MLL-SEPT6 and SEPT6-CDCA5 resulting from complex MLL rearrangement. While the MLL-SEPT6 fusion has been known in AML cases, the SEPT6-CDCA5 was a novel fusion. SNORD88B, MYL6, PTMA, MKX, NDUFAF3, and CNTN1 gene were more highly expressed than other samples. Among them, MKX and CNTN1 genes are related with cell adhesion function. The RCSD1-ABL1/t(1;9)(q24;q34) in B-ALL was previously reported to encode an aberrant tyrosine kinase. This translocation had also reciprocal ABL1-RCSD1 fusion transcript which could result in an alteration of cellular function. Six genes were specifically overexpressed in this sample RCBTB2, SERHL2, MIR941-2, FAM150B, GPR110, and SNORA27. RCBTB2 encodes a protein that is related to regulator of chromosome condensation. We also investigated leukemia subtype-specific expression profiles. The five significant genes were higher expressed in AML as compared with ALL (MIR4461, SET, RNU6ATAC, NINJ2, and ATP6V0C). Especially, MIR4461 was over 6000 FPKM in 5 of 6 AML samples, but was never expressed in ALL samples. B-ALL specific overexpressed genes were C17orf62, and MIR941-1, whereas T-ALL specific overexpressed gene was SNORD33. Conclusions Using next-generation RNA sequencing, we have discovered 5 candidate fusion genes in 10 acute leukemia patients with novel translocations, and identified 3 novel fusion genes to be predicted as oncogenic potential. Through the comparison of expression profiling, we were able to define differentially expressed genes in acute leukemia with novel fusion genes and leukemia subtype-specific gene expression. RNA-sequencing is a powerful tool for the discovery of leukemia-associated fusion genes and their related genes as well as molecular pathways. Disclosures No relevant conflicts of interest to declare.


2021 ◽  
Vol 12 ◽  
Author(s):  
Jiangzhe Zhao ◽  
Min Ju ◽  
Jiayun Qian ◽  
Mengyuan Zhang ◽  
Ting Liu ◽  
...  

Phytohormones are a group of small chemical molecules that play vital roles in plant development, metabolism, and stress responses. Phytohormones often have distinct biosynthesis and signaling perception sites, requiring long- or short-distance transportation. Unlike biosynthesis and signal transduction, phytohormone transport across cells and organs is poorly understood. The transporter activity assay is a bottleneck for the functional characterization of novel phytohormone transporters. In the present study, we report a tobacco syringe agroinfiltration and liquid chromatography tandem mass spectrometry (TSAL)-based method for performing a phytohormone transporter activity assay using endogenous hormones present in tobacco (Nicotiana benthamiana) leaves. A transporter activity assay using this method does not require isotope-labeled substrates and can be conveniently performed for screening multiple substrates by using endogenous hormones in tobacco leaves. The transporter activities of three known hormone transporters, namely AtABCG25 for abscisic acid, AtABCG16 for jasmonic acid, and AtPUP14 for cytokinin, were all successfully validated using this method. Using this method, cytokinins were found to be the preferred substrates of an unknown maize (Zea mays) transporter ZmABCG43. ZmABCG43 transporter activities toward cytokinins were confirmed in a cytokinin long-distance transport mutant atabcg14 through gene complementation. Thus, the TSAL method has the potential to be used for basic substrate characterization of novel phytohormone transporters or for the screening of novel transporters for a specific phytohormone on a large scale.


2020 ◽  
Author(s):  
Francesca De Giorgi ◽  
Florent Laferrière ◽  
Federica Zinghirino ◽  
Emilie Faggiani ◽  
Alons Lends ◽  
...  

AbstractThe conformational strain diversity characterizing α-synuclein (α-syn) amyloid fibrils is possibly at the origin of the different clinical presentations of synucleinopathies. Experimentally, various α-syn fibril polymorphs have been obtained from distinct fibrillization conditions by altering the medium constituents and were selected by amyloid monitoring using the probe Thioflavin T (ThT). We report here that besides classical ThT positive products, fibrillization in saline simultaneously gives rise to competing fibril polymorphs that are invisible to ThT (stealth polymorphs), and that can take over. Due to competition, spontaneous generation of such stealth polymorphs bears on the apparent fibrillization kinetics and on the final plateau values. Their emergence has thus been ignored so far or mistaken for fibrillization inhibitions/failures. Compared to their ThT-positive counterparts, and as judged from their chemical shift resonances fingerprint, these new stealth polymorphs present a yet undescribed atomic organization and show an exacerbated propensity (approx. 20-fold) towards self-replication in cortical neurons. They also trigger a long distance synucleinopathic spread along nigro-striatal projections in vivo. In order to rapidly screen fibrillization products for the presence of such stealth polymorphs, we designed a simple multiplexed assay that can be easily and rapidly operated. This assay allows us to demonstrate the sustainability of the conformational replication of these novel and particularly invasive strains. It should also be of help to avoid erroneous upstream interpretations of fibrillization rates based on sole ThT, and to expedite further structural and functional characterization of stealth amyloid assemblies.One Sentence Summarystealth α-synuclein fibrils take over


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