scholarly journals Discovery of Novel IL3RA (CD123) Isoforms By Long Read Transcriptomics, Heterogeneous Expression Among AML Patient Cohorts and the Implications for Anti-CD123 Therapeutics

Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 4658-4658 ◽  
Author(s):  
Jason G Underwood ◽  
Jenny L. Smith ◽  
Lindsey F. Call ◽  
Elizabeth Tseng ◽  
Tiffany A. Hylkema ◽  
...  

CD123 is a cell surface protein expressed on hematopoietic progenitors and the surface of most AML blasts, making it a valuable therapeutic target for clinical intervention. As such, antibody-drug conjugates or CAR T cells against this antigen have been developed including tagraxofusp-erzs, recently approved for blastic plasmacytoid dendritic cell neoplasm (BPDCN). CD123 is the alpha subunit of the interleukin 3 receptor and is encoded by the pseudoautosomal IL3RA gene. Recent work demonstrated that different monoclonal antibodies directed against CD123 show sizable discrepancies when used to quantify this antigen on AML patient samples. (Cruz et al. 2018) Given these results and the variability in patient response to anti-CD123 therapeutics, we hypothesized that heterogeneity in IL3RA mRNA isoform expression may induce epitope variation on the cell surface, modulating antibody and therapeutic response. To better understand the heterogeneity, we analyzed long and short read transcriptomics data from normal bone marrow along with pediatric AML samples known to harbor translocations. The combination of these two types of RNA expression data afford both a look at full length isoforms produced in patients and the relative expression levels of each. To define the isoforms expressed in pediatric AML, we augmented short read RNAseq with long read transcriptomics on the PacBio platform. Following up on short RNAseq data generated from 4 clinical study cohorts of pediatric AML samples (N = 1,394) collected and normal bone marrow controls (NBM, N = 68), we chose diagnostic AML samples (N=10) and one NBM with high RNA integrity (RIN >9) for polyA transcript profiling using Pacific Biosciences (PacBio) long read RNA sequencing. This method gives full isoform sequences that can be reliably translated into open reading frames. It also adds new utility to our wealth of short read RNA-seq as the long read data can be used in a reference fashion to quantify and compare isoforms across cohorts. After profiling and classifying the novel isoforms, we honed in on transcripts from the IL3RA locus since these encode the CD123 antigen targeted by immunotherapy approaches. PacBio long read RNA sequencing detected 8 unique full-length transcript isoforms that mapped to the IL3RA gene: 4 known and 4 novel IL3RA transcripts. Three abundant known isoforms aligned to the canonical annotated IL3RA (Isoform 1, Figure 1A), an isoform missing exons 3 and 4 (Isoform 2) or a third isoform (Isoform 3, not shown) which does not encode a transmembrane domain. We focused on 3 novel isoforms (Figure 1, Isoforms A-C) encompassing a variety of splicing changes, but all of which are predicted to harbor a transmembrane domain and dramatically alter the extracellular peptide sequence in comparison to annotated isoforms. (Figure 1, domains predicted and colored in the legend) The novel isoforms were found independently in multiple patients, but as additional validation we PCR amplified cDNA from patient samples using an inclusive primer set directed to constitutive exons that flank the alternative splicing events and thus designed to capture multiple isoforms. (Figure 2A, arrows) Products were separated by gel electrophoresis with amplicons cloned, Sanger sequenced and analyzed through alignment with human reference sequences. The non-specific isoform amplification detects multiple isoforms indicating heterogeneity in splice site choice between patients. Fragment analysis from patient 2 (Figure 2B) confirms the presence of isoform variation with peaks corresponding with the expected products from isoforms 1, 2, A, B, and C. In an effort to further validate and quantify novel isoforms of IL3RA, we employed kallisto which utilizes short read RNAseq data from the entire cohort to get a count estimate for each isoform in pediatric AML patient samples and normal controls. These data (Figure 3) indicate that while the annotated isoform 1 is the most abundant, a wide range of novel isoform expression is detected in both normal and pAML samples. In conclusion, changes in protein length and peptide sequence may affect the efficacy of therapeutic anti-CD123 approaches since some patients express alternative isoforms with a wide range of abundance. We anticipate that the computational and experimental pipeline used to discover and characterize these isoforms will be of high value in the study of many cell surface antigens with therapeutic potential. Disclosures Underwood: Pacific Biosciences: Employment, Equity Ownership. Tseng:Pacific Biosciences: Employment, Equity Ownership. Farrar:Novartis: Research Funding.

2017 ◽  
Vol 5 (42) ◽  
Author(s):  
S. Wesley Long ◽  
Sarah E. Linson ◽  
Matthew Ojeda Saavedra ◽  
Concepcion Cantu ◽  
James J. Davis ◽  
...  

ABSTRACT In a study of 1,777 Klebsiella strains, we discovered KPN1705, which was distinct from all recognized Klebsiella spp. We closed the genome of strain KPN1705 using a hybrid of Illumina short-read and Oxford Nanopore long-read technologies. For this novel species, we propose the name Klebsiella quasivariicola sp. nov.


2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Kie Kyon Huang ◽  
Jiawen Huang ◽  
Jeanie Kar Leng Wu ◽  
Minghui Lee ◽  
Su Ting Tay ◽  
...  

Abstract Background Deregulated gene expression is a hallmark of cancer; however, most studies to date have analyzed short-read RNA sequencing data with inherent limitations. Here, we combine PacBio long-read isoform sequencing (Iso-Seq) and Illumina paired-end short-read RNA sequencing to comprehensively survey the transcriptome of gastric cancer (GC), a leading cause of global cancer mortality. Results We performed full-length transcriptome analysis across 10 GC cell lines covering four major GC molecular subtypes (chromosomal unstable, Epstein-Barr positive, genome stable and microsatellite unstable). We identify 60,239 non-redundant full-length transcripts, of which > 66% are novel compared to current transcriptome databases. Novel isoforms are more likely to be cell line and subtype specific, expressed at lower levels with larger number of exons, with longer isoform/coding sequence lengths. Most novel isoforms utilize an alternate first exon, and compared to other alternative splicing categories, are expressed at higher levels and exhibit higher variability. Collectively, we observe alternate promoter usage in 25% of detected genes, with the majority (84.2%) of known/novel promoter pairs exhibiting potential changes in their coding sequences. Mapping these alternate promoters to TCGA GC samples, we identify several cancer-associated isoforms, including novel variants of oncogenes. Tumor-specific transcript isoforms tend to alter protein coding sequences to a larger extent than other isoforms. Analysis of outcome data suggests that novel isoforms may impart additional prognostic information. Conclusions Our results provide a rich resource of full-length transcriptome data for deeper studies of GC and other gastrointestinal malignancies.


Author(s):  
Guilherme Curty Lechuga ◽  
Paloma Napoleão-Pêgo ◽  
Larissa Rodrigues Gomes ◽  
Andressa Matta Durans ◽  
David William Provance-Jr ◽  
...  

Nicastrin (NICT) is a transmembrane protein physically associated with the polytypical aspartyl protease presenilin that plays a vital role in the correct localization and stabilization of presenilin to the membrane-bound γ-secretase complex. This complex is involved in the regulation of a wide range of cellular events including cell signaling and the regulation of endocytosed membrane proteins for their trafficking and protein processing. Mehtods: In Trypanosoma cruzi, the causal agent of the Chagas disease, an NICT-like protein (Tc/NICT) was identified with a short C-terminus orthologous to the human protein, a large ectodomain (ECD) with numerous glycosylation sites and a single core transmembrane domain containing a putative TM-domain (457GSVGA461) important for the γ-secretase complex activity. Results: Using the Spot-synthesis strategy with Chagasic patient sera, five extracellular epitopes were identified and synthetic forms were used to generate rabbit anti-Tc/NICT polyclonal serum that recognized a ~72-kDa molecule in immunoblots of T. cruzi epimastigote extracts. Confocal microscopy suggests that Tc/NICT is localized in the flagellar pocket, which is consistent with data from our previous studies with a T. cruzi presenilin-like protein. Phylogenetically, Tc/NICT was localized within a subgroup with the T. rangeli protein that are clearly detached from the other Trypanosomatidae such as T. brucei. These results, together with a comparative analysis of the selected peptide sequence regions between the T. cruzi and mammalian proteins suggest a divergence from the human NICT that might be relevant to Chagas disease pathology. As a whole, our data show that an NICT-like protein is expressed in the infective and replicative stages of T. cruzi and may be considered further evidence for a γ-secretase complex in trypanosomatids.


2021 ◽  
Vol 9 (8) ◽  
pp. 1750
Author(s):  
Guilherme Curty Lechuga ◽  
Paloma Napoleão-Pêgo ◽  
Larissa Rodrigues Gomes ◽  
Andressa da Matta Durans ◽  
David William Provance ◽  
...  

Nicastrin (NICT) is a transmembrane protein physically associated with the polytypical aspartyl protease presenilin that plays a vital role in the correct localization and stabilization of presenilin to the membrane-bound γ-secretase complex. This complex is involved in the regulation of a wide range of cellular events, including cell signaling and the regulation of endocytosed membrane proteins for their trafficking and protein processing. Methods: In Trypanosoma cruzi, the causal agent of the Chagas disease, a NICT-like protein (Tc/NICT) was identified with a short C-terminus orthologous to the human protein, a large ectodomain (ECD) with numerous glycosylation sites and a single-core transmembrane domain containing a putative TM-domain (457GSVGA461) important for the γ-secretase complex activity. Results: Using the Spot-synthesis strategy with Chagasic patient sera, five extracellular epitopes were identified and synthetic forms were used to generate rabbit anti-Tc/NICT polyclonal serum that recognized a ~72-kDa molecule in immunoblots of T. cruzi epimastigote extracts. Confocal microscopy suggests that Tc/NICT is localized in the flagellar pocket, which is consistent with data from our previous studies with a T. cruzi presenilin-like protein. Phylogenetically, Tc/NICT was localized within a subgroup with the T. rangeli protein that is clearly detached from the other Trypanosomatidae, such as T. brucei. These results, together with a comparative analysis of the selected peptide sequence regions between the T. cruzi and mammalian proteins, suggest a divergence from the human NICT that might be relevant to Chagas disease pathology. As a whole, our data show that a NICT-like protein is expressed in the infective and replicative stages of T. cruzi and may be considered further evidence for a γ-secretase complex in trypanosomatids.


2020 ◽  
Vol 9 (21) ◽  
Author(s):  
Kentaro Miyazaki ◽  
Apirak Wiseschart ◽  
Kusol Pootanakit ◽  
Kei Kitahara

ABSTRACT We isolated the novel strain Vibrio rotiferianus AM7 from the shell of an abalone. In this article, we report the complete genome sequence of this organism, which was obtained by combining Oxford Nanopore long-read and Illumina short-read sequencing data.


2018 ◽  
Author(s):  
Mandeep Singh ◽  
Ghamdan Al-Eryani ◽  
Shaun Carswell ◽  
James M. Ferguson ◽  
James Blackburn ◽  
...  

AbstractHigh-throughput single-cell RNA-Sequencing is a powerful technique for gene expression profiling of complex and heterogeneous cellular populations such as the immune system. However, these methods only provide short-read sequence from one end of a cDNA template, making them poorly suited to the investigation of gene-regulatory events such as mRNA splicing, adaptive immune responses or somatic genome evolution. To address this challenge, we have developed a method that combines targeted long-read sequencing with short-read based transcriptome profiling of barcoded single cell libraries generated by droplet-based partitioning. We use Repertoire And Gene Expression sequencing (RAGE-seq) to accurately characterize full-length T cell (TCR) and B cell (BCR) receptor sequences and transcriptional profiles of more than 7,138 lymphocytes sampled from the primary tumour and draining lymph node of a breast cancer patient. With this method we show that somatic mutation, alternate splicing and clonal evolution of T and B lymphocytes can be tracked across these tissue compartments. Our results demonstrate that RAGE-Seq is an accessible and cost-effective method for high-throughput deep single cell profiling, applicable to a wide range of biological challenges.


2017 ◽  
Author(s):  
Jana Shen ◽  
Zhi Yue ◽  
Helen Zgurskaya ◽  
Wei Chen

AcrB is the inner-membrane transporter of E. coli AcrAB-TolC tripartite efflux complex, which plays a major role in the intrinsic resistance to clinically important antibiotics. AcrB pumps a wide range of toxic substrates by utilizing the proton gradient between periplasm and cytoplasm. Crystal structures of AcrB revealed three distinct conformational states of the transport cycle, substrate access, binding and extrusion, or loose (L), tight (T) and open (O) states. However, the specific residue(s) responsible for proton binding/release and the mechanism of proton-coupled conformational cycling remain controversial. Here we use the newly developed membrane hybrid-solvent continuous constant pH molecular dynamics technique to explore the protonation states and conformational dynamics of the transmembrane domain of AcrB. Simulations show that both Asp407 and Asp408 are deprotonated in the L/T states, while only Asp408 is protonated in the O state. Remarkably, release of a proton from Asp408 in the O state results in large conformational changes, such as the lateral and vertical movement of transmembrane helices as well as the salt-bridge formation between Asp408 and Lys940 and other sidechain rearrangements among essential residues.Consistent with the crystallographic differences between the O and L protomers, simulations offer dynamic details of how proton release drives the O-to-L transition in AcrB and address the controversy regarding the proton/drug stoichiometry. This work offers a significant step towards characterizing the complete cycle of proton-coupled drug transport in AcrB and further validates the membrane hybrid-solvent CpHMD technique for studies of proton-coupled transmembrane proteins which are currently poorly understood. <p><br></p>


This book explores the value for literary studies of relevance theory, an inferential approach to communication in which the expression and recognition of intentions plays a major role. Drawing on a wide range of examples from lyric poetry and the novel, nine of the ten chapters are written by literary specialists and use relevance theory both as an overall framework and as a resource for detailed analysis. The final chapter, written by the co-founder of relevance theory, reviews the issues addressed by the volume and explores their implications for cognitive theories of how communicative acts are interpreted in context. Originally designed to explain how people understand each other in everyday face-to-face exchanges, relevance theory—described in an early review by a literary scholar as ‘the makings of a radically new theory of communication, the first since Aristotle’s’—sheds light on the whole spectrum of human modes of communication, including literature in the broadest sense. Reading Beyond the Code is unique in using relevance theory as a prime resource for literary study, and is also the first to apply the model to a range of phenomena widely seen as supporting an ‘embodied’ conception of cognition and language where sensorimotor processes play a key role. This broadened perspective serves to enhance the value for literary studies of the central claim of relevance theory: that the ‘code model’ is fundamentally inadequate to account for human communication, and in particular for the modes of communication that are proper to literature.


BMC Genomics ◽  
2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Seth Commichaux ◽  
Kiran Javkar ◽  
Padmini Ramachandran ◽  
Niranjan Nagarajan ◽  
Denis Bertrand ◽  
...  

Abstract Background Whole genome sequencing of cultured pathogens is the state of the art public health response for the bioinformatic source tracking of illness outbreaks. Quasimetagenomics can substantially reduce the amount of culturing needed before a high quality genome can be recovered. Highly accurate short read data is analyzed for single nucleotide polymorphisms and multi-locus sequence types to differentiate strains but cannot span many genomic repeats, resulting in highly fragmented assemblies. Long reads can span repeats, resulting in much more contiguous assemblies, but have lower accuracy than short reads. Results We evaluated the accuracy of Listeria monocytogenes assemblies from enrichments (quasimetagenomes) of naturally-contaminated ice cream using long read (Oxford Nanopore) and short read (Illumina) sequencing data. Accuracy of ten assembly approaches, over a range of sequencing depths, was evaluated by comparing sequence similarity of genes in assemblies to a complete reference genome. Long read assemblies reconstructed a circularized genome as well as a 71 kbp plasmid after 24 h of enrichment; however, high error rates prevented high fidelity gene assembly, even at 150X depth of coverage. Short read assemblies accurately reconstructed the core genes after 28 h of enrichment but produced highly fragmented genomes. Hybrid approaches demonstrated promising results but had biases based upon the initial assembly strategy. Short read assemblies scaffolded with long reads accurately assembled the core genes after just 24 h of enrichment, but were highly fragmented. Long read assemblies polished with short reads reconstructed a circularized genome and plasmid and assembled all the genes after 24 h enrichment but with less fidelity for the core genes than the short read assemblies. Conclusion The integration of long and short read sequencing of quasimetagenomes expedited the reconstruction of a high quality pathogen genome compared to either platform alone. A new and more complete level of information about genome structure, gene order and mobile elements can be added to the public health response by incorporating long read analyses with the standard short read WGS outbreak response.


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