scholarly journals Single Molecule Real-Time Sequencing of the M Protein (SMaRT M-Seq): Toward Personalized Medicine Approaches in Monoclonal Gammopathies

Blood ◽  
2021 ◽  
Vol 138 (Supplement 1) ◽  
pp. 2673-2673
Author(s):  
Pasquale Cascino ◽  
Alice Nevone ◽  
Claudia Scopelliti ◽  
Maria Girelli ◽  
Giulia Mazzini ◽  
...  

Abstract Introduction In patients affected by monoclonal gammopathies, tumoral B cells or plasma cells secrete a monoclonal antibody (termed M protein), which can be used to track the presence of the tumor itself. Moreover, the M protein can directly cause potentially life-threatening organ damage, which is dictated by the specific, patient's unique clonal light and/or heavy chain, as in patients affected by immunoglobulin light chain (AL) amyloidosis. Yet, the current paradigm in the diagnosis and management of these conditions treats the M protein as a simple tumor biomarker to be identified/quantified. Patients' specific M protein sequences remain mostly undefined and molecular mechanisms underlying M-protein related clinical manifestations are largely obscure. Methods By combining the unbiased amplification of expressed immunoglobulin genes with long-read, single molecule real-time DNA sequencing and bioinformatics analyses, we have established a method to identify the full-length sequence of the variable region of expressed immunoglobulin genes and to rank the obtained sequences based on their relative abundance, thus enabling the identification of the full-length variable sequence of M protein genes from a high number of patients analysed in parallel. Results The assay, which we termed Single Molecule Real-Time Sequencing of the M protein (SMaRT M-Seq), has undergone an extensive technical validation. Sequencing of contrived bone marrow samples generated through serial dilutions of plasma cell lines into control bone marrow, as well as sequencing of bona fide bone marrow samples from AL patients and comparison with gold-standard techniques of immunoglobulin gene sequencing showed: 100% sequence-accuracy at the individual base-pair level; High repeatability (CV<0.8% for sequencing of pentaplicates) in defining the molecular clonal size (i.e. the fraction of total immunoglobulin sequences coinciding with the clonal sequence); A high sensitivity in identifying clonal immunoglobulin sequences (10 -3 when employing low-coverage sequencing on multiple, pooled samples). Noteworthy, SMaRT M Seq was applied to a cohort of 86 consecutive patients with AL amyloidosis (17 κ and 69 λ; median BMPC infiltration 9%, IQR 6-13%; median dFLC 176 mg/L, IQR 75-370 mg/L), including cases with small clonal burden and M protein which was undetectable with conventional M protein studies. A full-length sequence of the variable region of the clonal light chain was obtained in all patients (median molecular clonal size of 88.3%, IQR: 70.7 - 93%). The most common κ germline genes were IGKV1-33 and IGKV4-01 (24% each of the 17 κ AL patients), and the most common λ germline genes were IGLV6-57 (26% of the 69 λ AL patients), IGLV2-14 (17%), IGLV3-01 (17%) and IGLV1-44 (10%). The most frequent λ and κ germline genes together (IGLV6-57, IGLV2-14, IGLV3-01, IGLV1-44, IGKV1-33 and IGKV4-01) accounted for 66% of all the clones. Germline gene usage correlated with selected clinical features. Sequence information was then exploited to improve mass spectrometry-based amyloid typing on fat pad aspirates and to enable the sensitive detection of clonotypic sequences using short-read DNA sequencing of the involved light chain isotype (up to 10 -7 dilution). Conclusions We have established SMaRT M-Seq as a novel valuable assay to reliably identify the full-length variable sequence of M proteins. SMaRT M-Seq has undergone extensive technical validation, showing high accuracy, repeatability and sensitivity. The latter is determined by the number of reads analyzed per sample. This is in turn dictated by the sequencing output of the employed sequencing platform, and by the number of pooled samples analyzed in a given sequencing round, thus proving to be scalable. Even when analyzing multiple samples on a sequencing platform with low sequencing output, the achieved sensitivity of SMaRT M-Seq significantly exceeds the requirements for the identification of clonal B cells/plasma cells in patients with AL amyloidosis. Sequencing disease-associated M proteins from large cohorts of patients has the potential to uncover molecular mechanisms of M protein-related clinical manifestations which have remained largely unexplored so far, and could enable approaches of personalized medicine for the sensitive detection of patients' specific M proteins at diagnosis and after anti-clonal therapy. Disclosures Milani: Celgene: Other: Travel support; Janssen-Cilag: Honoraria. Fazio: Janseen: Honoraria. Petrucci: GSK: Honoraria, Other: Advisory Board; Amgen: Honoraria, Other: Advisory Board; Takeda: Honoraria, Other: Advisory Board; BMS: Honoraria, Other: Advisory Board; Janssen-Cilag: Honoraria, Other: Advisory Board; Celgene: Honoraria, Other: Advisory Board; Karyopharm: Honoraria, Other: Advisory Board. Palladini: Pfizer: Honoraria; Siemens: Honoraria; Janssen Global Services: Honoraria, Other: advisory board fees. Nuvolone: Janssen-Cilag: Honoraria; Oncopeptides, Inc.: Research Funding.

2019 ◽  
Author(s):  
Anne Deslattes Mays ◽  
Marcel O. Schmidt ◽  
Garrett T. Graham ◽  
Elizabeth Tseng ◽  
Primo Baybayan ◽  
...  

AbstractHematopoietic cells are continuously replenished from progenitor cells that reside in the bone marrow. To evaluate molecular changes during this process, we analyzed the transcriptomes of freshly harvested human bone marrow progenitor (lineage-negative) and differentiated (lineage-positive) cells by single molecule, real time (SMRT) full length RNA sequencing. This analysis revealed a ∼5-fold higher number of transcript isoforms than previously detected and showed a distinct composition of individual transcript isoforms characteristic for bone marrow subpopulations. A detailed analysis of mRNA isoforms transcribed from the ANXA1 and EEF1A1 loci confirmed their distinct composition. The expression of proteins predicted from the transcriptome analysis was validated by mass spectrometry and validated previously unknown protein isoforms predicted e.g. for EEF1A1. These protein isoforms distinguished the lineage negative cell population from the lineage positive cell population. Finally, transcript isoforms expressed from paralogous gene loci (e.g. CFD, GATA2, HLA-A, B & C) also distinguished cell subpopulations but were only detectable by full length RNA sequencing. Thus, qualitatively distinct transcript isoforms from individual genomic loci separate bone marrow cell subpopulations indicating complex transcriptional regulation and protein isoform generation during hematopoiesis.


Blood ◽  
2010 ◽  
Vol 116 (21) ◽  
pp. 642-642
Author(s):  
Neha Korde ◽  
Kelsey Loeliger ◽  
Olga Simakova ◽  
Adriana Zingone ◽  
Richard Childs ◽  
...  

Abstract Abstract 642 Pure red cell aplasia (PRCA) is a rare hematologic disorder characterized by selective inhibition of red cell precursors in the bone marrow. The pathogenesis of PRCA is unclear. Reported secondary causes of PRCA include thymoma, lymphoproliferative disorders (large granular lymphocyte leukemia, chronic lymphocytic leukemia), and viral infection such as human B19 parvovirus; however, in a large portion of patients the cause of PRCA is not able to be elucidated. In this study, we report a series of PRCA patients with unusual histopathological features and associated increase in clonal plasma cells that appear to represent a previously unrecognized PRCA variant associated with MGUS/plasma cell myeloma. We performed a retrospective analysis of bone marrow biopsies and aspirates from 50 patients diagnosed with idiopathic PRCA at the National Institutes of Health between 2001 and 2009. All samples underwent morphological, immunohistochemical and molecular analysis. Serum protein assays were performed on a cohort of patients that demonstrated increased plasma cells and/or light chain restricted plasma cells. In addition to the classical PRCA finding of marked erythroid hypoplasia with maturation arrest, we found 11/50 (22%) PRCA patients with the following atypical bone marrow features: hypercellularity with increased fibrosis and variable degree of plasmacytosis with light chain restriction and frequent aberrant CD56 or cyclin D1 expression, indicating clonality. Based on CD138 staining, 10 of the 11 (91%) patients had 10–20% plasma cells on marrow biopsies, while 1 patient demonstrated 5% plasma cells. Light chain restriction of plasma cells was morphologically demonstrated in 7/11 (64%) patients. 8/11 (72%) patients demonstrated M-proteins on serum protein electrophoresis (SPEP) and/or immunofixation; 6 of the 7 evaluable patients with M-proteins had a skewed serum free light chain (FLC) kappa/lambda (K/L) ratio. There were 7 IgG M-proteins, and the isotype of the M-protein was not defined for one patient. Mean M-protein concentration was 1.18 g/dL (0.6-2.5 gm/dL). Among the 3/11 (27%) patients without M-protein, 2 patients had a skewed FLC K/L-ratio (normal range 0.26–1.65), and 1 patient had a K/L ratio of 1.57. Based on these findings, 9/11 (82%) patients were diagnosed with plasma cell myeloma, 1 patient with MGUS, and clonality of plasma cells could not be demonstrated in 1 patient. In order to better understand underlying mechanisms, we performed an erythroid colony forming assay by co-culturing normal donor hematopoietic stem cells (HSCs) with serum from a PRCA patient containing M-protein versus serum from a normal donor. Compared to normal serum, colony cultures containing M-protein had a 43% reduction in CFU-E and BFU-E suggesting inhibition of erythroid colonies by the monoclonal protein. Clinically, response rates to daclizumab are increased in idiopathic PRCA compared to PRCA variant associated with MGUS/plasma cell myeloma, 10/23 (43%) vs. 0/6 (0%), respectively, (p=0.04). Among 3/11 patients receiving anti-myeloma therapy, 1 patient had resolution of PRCA and later became transfusion independent after bortezomib and 2 patients were lost to follow-up. Over 20% of patients originally diagnosed with idiopathic PRCA were shown to harbor clonal plasma cells and exhibit atypical histopathological marrow features. CFU-E and BFU-E colony growth from normal donor HSCs was inhibited by patient serum containin M-protein. Resolution of PRCA with transfusion independence was achieved in a patient treated with bortezomib based therapy. These findings point to a novel, previously not recognized pathogenetic mechanism of PRCA associated with relatively low plasma cell burden and demonstrate that these patients may benefit from myeloma based treatment strategies rather than standard immunosuppression. Disclosures: No relevant conflicts of interest to declare.


Genes ◽  
2019 ◽  
Vol 10 (4) ◽  
pp. 253 ◽  
Author(s):  
Anne Deslattes Mays ◽  
Marcel Schmidt ◽  
Garrett Graham ◽  
Elizabeth Tseng ◽  
Primo Baybayan ◽  
...  

Hematopoietic cells are continuously replenished from progenitor cells that reside in thebone marrow. To evaluate molecular changes during this process, we analyzed the transcriptomesof freshly harvested human bone marrow progenitor (lineage-negative) and differentiated (lineagepositive)cells by single-molecule real-time (SMRT) full-length RNA-sequencing. This analysisrevealed a ~5-fold higher number of transcript isoforms than previously detected and showed adistinct composition of individual transcript isoforms characteristic for bone marrowsubpopulations. A detailed analysis of messenger RNA (mRNA) isoforms transcribed from theANXA1 and EEF1A1 loci confirmed their distinct composition. The expression of proteins predictedfrom the transcriptome analysis was evaluated by mass spectrometry and validated previouslyunknown protein isoforms predicted e.g., for EEF1A1. These protein isoforms distinguished thelineage negative cell population from the lineage positive cell population. Finally, transcriptisoforms expressed from paralogous gene loci (e.g., CFD, GATA2, HLA-A, B, and C) alsodistinguished cell subpopulations but were only detectable by full-length RNA sequencing. Thus,qualitatively distinct transcript isoforms from individual genomic loci separate bone marrow cellsubpopulations indicating complex transcriptional regulation and protein isoform generationduring hematopoiesis.


Viruses ◽  
2021 ◽  
Vol 13 (4) ◽  
pp. 613
Author(s):  
Jing Zhang ◽  
Yongxiang Wang ◽  
Shuwen Fu ◽  
Quan Yuan ◽  
Qianru Wang ◽  
...  

Hepatitis B virus (HBV) expresses co-terminal large (L), middle (M), and small (S) envelope proteins. S protein drives virion and subviral particle secretion, whereas L protein inhibits subviral particle secretion but coordinates virion morphogenesis. We previously found that preventing S protein expression from a subgenomic construct eliminated M protein. The present study further examined impact of S protein on L and M proteins. Mutations were introduced to subgenomic construct of genotype A or 1.1mer replication construct of genotype A or D, and viral proteins were analyzed from transfected Huh7 cells. Mutating S gene ATG to prevent expression of full-length S protein eliminated M protein, reduced intracellular level of L protein despite its blocked secretion, and generated a truncated S protein through translation initiation from a downstream ATG. Truncated S protein was secretion deficient and could inhibit secretion of L, M, S proteins from wild-type constructs. Providing full-length S protein in trans rescued L protein secretion and increased its intracellular level from mutants of lost S gene ATG. Lost core protein expression reduced all the three envelope proteins. In conclusion, full-length S protein could sustain intracellular and extracellular L and M proteins, while truncated S protein could block subviral particle secretion.


2010 ◽  
Vol 84 (19) ◽  
pp. 9897-9906 ◽  
Author(s):  
Florence Larrous ◽  
Alireza Gholami ◽  
Shahul Mouhamad ◽  
Jérôme Estaquier ◽  
Hervé Bourhy

ABSTRACT The lyssavirus matrix (M) protein induces apoptosis. The regions of the M protein that are essential for triggering cell death pathways are not yet clearly defined. We therefore compared the M proteins from two viruses that have contrasting characteristics in terms of cellular apoptosis: a genotype 3 lyssavirus, Mokola virus (MOK), and a genotype 1 rabies virus isolated from a dog from Thailand (THA). We identified a 20-amino-acid fragment (corresponding to positions 67 to 86) that retained the cell death activities of the full-length M protein from MOK via both the tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) and inhibition of cytochrome c oxidase (CcO) activity. We found that the amino acids at positions 77 and 81 have an essential role in triggering these two cell death pathways. Directed mutagenesis demonstrated that the amino acid at position 77 affects CcO activity, whereas the amino acid at position 81 affects TRAIL-dependent apoptosis. Mutations in the full-length M protein that compromised induction of either of these two pathways resulted in delayed apoptosis compared with the time to apoptosis for the nonmutated control.


2018 ◽  
Vol 19 (2) ◽  
pp. 136-146 ◽  
Author(s):  
Takahiro Mimori ◽  
Jun Yasuda ◽  
Yoko Kuroki ◽  
Tomoko F. Shibata ◽  
Fumiki Katsuoka ◽  
...  

DNA Research ◽  
2019 ◽  
Vol 26 (4) ◽  
pp. 301-311 ◽  
Author(s):  
Yue Zhang ◽  
Tonny Maraga Nyong'A ◽  
Tao Shi ◽  
Pingfang Yang

Abstract Alternative splicing (AS) plays a critical role in regulating different physiological and developmental processes in eukaryotes, by dramatically increasing the diversity of the transcriptome and the proteome. However, the saturation and complexity of AS remain unclear in lotus due to its limitation of rare obtainment of full-length multiple-splice isoforms. In this study, we apply a hybrid assembly strategy by combining single-molecule real-time sequencing and Illumina RNA-seq to get a comprehensive insight into the lotus transcriptomic landscape. We identified 211,802 high-quality full-length non-chimeric reads, with 192,690 non-redundant isoforms, and updated the lotus reference gene model. Moreover, our analysis identified a total of 104,288 AS events from 16,543 genes, with alternative 3ʹ splice-site being the predominant model, following by intron retention. By exploring tissue datasets, 370 tissue-specific AS events were identified among 12 tissues. Both the tissue-specific genes and isoforms might play important roles in tissue or organ development, and are suitable for ‘ABCE’ model partly in floral tissues. A large number of AS events and isoform variants identified in our study enhance the understanding of transcriptional diversity in lotus, and provide valuable resource for further functional genomic studies.


PLoS ONE ◽  
2020 ◽  
Vol 15 (9) ◽  
pp. e0238942
Author(s):  
Cuiping Pan ◽  
Yongqing Wang ◽  
Lian Tao ◽  
Hui Zhang ◽  
Qunxian Deng ◽  
...  

2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Elina Ly ◽  
Jennifer F. Kugel ◽  
James A. Goodrich

Abstract The tumor suppressor protein p53 is critical for cell fate decisions, including apoptosis, senescence, and cell cycle arrest. p53 is a tetrameric transcription factor that binds DNA response elements to regulate transcription of target genes. p53 response elements consist of two decameric half-sites, and data suggest one p53 dimer in the tetramer binds to each half-site. Despite a broad literature describing p53 binding DNA, unanswered questions remain, due partly to the need for more quantitative and structural studies with full length protein. Here we describe a single molecule fluorescence system to visualize full length p53 tetramers binding DNA in real time. The data revealed a dynamic interaction in which tetrameric p53/DNA complexes assembled and disassembled without a dimer/DNA intermediate. On a wild type DNA containing two half sites, p53/DNA complexes existed in two kinetically distinct populations. p53 tetramers bound response elements containing only one half site to form a single population of complexes with reduced kinetic stability. Altering the spacing and helical phasing between two half sites affected both the population distribution of p53/DNA complexes and their kinetic stability. Our real time single molecule measurements of full length p53 tetramers binding DNA reveal the parameters that define the stability of p53/DNA complexes, and provide insight into the pathways by which those complexes assemble.


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