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2.
Br J Haematol ; 195(1): 113-118, 2021 10.
Article in English | MEDLINE | ID: mdl-34426978

ABSTRACT

Richter syndrome (RS), an aggressive lymphoma occurring in the context of chronic lymphocytic leukaemia/small lymphocytic lymphoma, is associated with poor prognosis when treated with conventional immunochemotherapy, therefore, improved treatments are required. Immune checkpoint blockade has shown efficacy in some B-cell malignancies and modest responses in early clinical trials for RS. We investigated the immune checkpoint profile of RS as a basis to inform rational therapeutic investigations in RS. Formalin-fixed, paraffin-embedded biopsies of RS (n = 19), de novo diffuse large B-cell lymphoma (DLBCL; n = 58), transformed indolent lymphomas (follicular [tFL], n = 16; marginal zone [tMZL], n = 24) and non-transformed small lymphocytic lymphoma (SLL; n = 15) underwent gene expression profiling using the NanoString Human Immunology panel. Copy number assessment was performed using next-generation sequencing. Immunohistochemistry (IHC) for LAG3 and PD-1 was performed. LAG3 gene expression was higher in RS compared to DLBCL (P = 0·0002, log2FC 1·96), tFL (P < 0·0001, log2FC 2·61), tMZL (P = 0·0004, log2FC 1·79) and SLL (P = 0·0057, log2FC 1·45). LAG3 gene expression correlated with the gene expression of human leukocyte antigen Class I and II, and related immune genes and immune checkpoints. IHC revealed LAG3 protein expression on both malignant RS cells and tumour-infiltrating lymphocytes. Our findings support the investigation of LAG3 inhibition to enhance anti-tumour responses in RS.


Subject(s)
Antigens, CD/physiology , Immune Checkpoint Inhibitors , Leukemia, Lymphocytic, Chronic, B-Cell/immunology , Lymphoma, B-Cell, Marginal Zone/drug therapy , Lymphoma, Follicular/drug therapy , Lymphoma, Large B-Cell, Diffuse/immunology , Molecular Targeted Therapy , Neoplasm Proteins/physiology , Antigens, CD/biosynthesis , Antigens, CD/genetics , B-Lymphocytes/metabolism , DNA Copy Number Variations , Disease Progression , Gene Expression Profiling , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Leukemia, Lymphocytic, Chronic, B-Cell/genetics , Lymphocytes, Tumor-Infiltrating/metabolism , Lymphoma, B-Cell, Marginal Zone/genetics , Lymphoma, Follicular/genetics , Lymphoma, Large B-Cell, Diffuse/drug therapy , Lymphoma, Large B-Cell, Diffuse/genetics , Neoplasm Proteins/biosynthesis , Neoplasm Proteins/genetics , Neoplastic Stem Cells/metabolism , Syndrome , Lymphocyte Activation Gene 3 Protein
3.
Dis Model Mech ; 14(7)2021 07 01.
Article in English | MEDLINE | ID: mdl-34296745

ABSTRACT

Zebrafish are an important model for studying phagocyte function, but rigorous experimental systems to distinguish whether phagocyte-dependent effects are neutrophil or macrophage specific have been lacking. We have developed and validated transgenic lines that enable superior demonstration of cell-autonomous neutrophil and macrophage genetic requirements. We coupled well-characterized neutrophil- and macrophage-specific Gal4 driver lines with UAS:Cas9 transgenes for selective expression of Cas9 in either neutrophils or macrophages. Efficient gene editing, confirmed by both Sanger and next-generation sequencing, occurred in both lineages following microinjection of efficacious synthetic guide RNAs into zebrafish embryos. In proof-of-principle experiments, we demonstrated molecular and/or functional evidence of on-target gene editing for several genes (mCherry, lamin B receptor, trim33) in either neutrophils or macrophages as intended. These new UAS:Cas9 tools provide an improved resource for assessing individual contributions of neutrophil- and macrophage-expressed genes to the many physiological processes and diseases modelled in zebrafish. Furthermore, this gene-editing functionality can be exploited in any cell lineage for which a lineage-specific Gal4 driver is available. This article has an associated First Person interview with the first author of the paper.


Subject(s)
Gene Editing , Zebrafish , Animals , Animals, Genetically Modified , CRISPR-Cas Systems/genetics , Humans , Macrophages/metabolism , Neutrophils/metabolism , Transcription Factors/metabolism , Zebrafish/genetics , Zebrafish/metabolism
5.
Haematologica ; 106(1): 64-73, 2021 01 01.
Article in English | MEDLINE | ID: mdl-32054657

ABSTRACT

Bone marrow failure (BMF) related to hypoplasia of hematopoietic elements in the bone marrow is a heterogeneous clinical entity with a broad differential diagnosis including both inherited and acquired causes. Accurate diagnostic categorization is critical to optimal patient care and detection of genomic variants in these patients may provide this important diagnostic and prognostic information. We performed real-time, accredited (ISO15189) comprehensive genomic characterization including targeted sequencing and whole exome sequencing in 115 patients with BMF syndrome (median age 24 years, range 3 months - 81 years). In patients with clinical diagnoses of inherited BMF syndromes, acquired BMF syndromes or clinically unclassifiable BMF we detected variants in 52% (12/23), 53% (25/47) and 56% (25/45) respectively. Genomic characterization resulted in a change of diagnosis in 30/115 (26%) including the identification of germline causes for 3/47 and 16/45 cases with pre-test diagnoses of acquired and clinically unclassifiable BMF respectively. The observed clinical impact of accurate diagnostic categorization included choice to perform allogeneic stem cell transplantation, disease-specific targeted treatments, identification of at-risk family members and influence of sibling allogeneic stem cell donor choice. Multiple novel pathogenic variants and copy number changes were identified in our cohort including in TERT, FANCA, RPS7 and SAMD9. Whole exome sequence analysis facilitated the identification of variants in two genes not typically associated with a primary clinical manifestation of BMF but also demonstrated reduced sensitivity for detecting low level acquired variants. In conclusion, genomic characterization can improve diagnostic categorization of patients presenting with hypoplastic BMF syndromes and should be routinely performed in this group of patients.


Subject(s)
Bone Marrow Failure Disorders , Adolescent , Adult , Aged , Aged, 80 and over , Bone Marrow Failure Disorders/diagnosis , Bone Marrow Failure Disorders/genetics , Child , Child, Preschool , Genomics , Hematopoietic Stem Cell Transplantation , Humans , Infant , Middle Aged , Young Adult
7.
Mod Pathol ; 33(9): 1811-1821, 2020 09.
Article in English | MEDLINE | ID: mdl-32358589

ABSTRACT

There is now evidence that gene fusions activating the MAPK pathway are relatively common in pancreatic acinar cell carcinoma with potentially actionable BRAF or RET fusions being found in ~30%. We sought to investigate the incidence of RAF1 fusions in pancreatic malignancies with acinar cell differentiation. FISH testing for RAF1 was undertaken on 30 tumors comprising 25 'pure' acinar cell carcinomas, 2 mixed pancreatic acinar-neuroendocrine carcinomas, 1 mixed acinar cell-low grade neuroendocrine tumor and 2 pancreatoblastomas. RAF1 rearrangements were identified in 5 cases and confirmed by DNA and RNA sequencing to represent oncogenic fusions (GATM-RAF1, GOLGA4-RAF1, PDZRN3-RAF1, HERPUD1-RAF1 and TRIM33-RAF1) and to be mutually exclusive with BRAF and RET fusions, as well as KRAS mutations. Large genome-wide copy number changes were common and included 1q gain and/or 1p loss in all five RAF1 FISH-positive acinar cell carcinomas. RAF1 expression by immunohistochemistry was found in 3 of 5 (60%) of fusion-positive cases and no FISH-negative cases. Phospho-ERK1/2 expression was found in 4 of 5 RAF1-fusion-positive cases. Expression of both RAF1 and phospho-ERK1/2 was heterogeneous and often only detected at the tumor-stroma interface, thus limiting their clinical utility. We conclude that RAF1 gene rearrangements are relatively common in pancreatic acinar cell carcinomas (14.3% to 18.5% of cases) and can be effectively identified by FISH with follow up molecular testing. The combined results of several studies now indicate that BRAF, RET or RAF1 fusions occur in between one third and one-half of these tumors but are extremely rare in other pancreatic malignancies. As these fusions are potentially actionable with currently available therapies, a strong argument can be made to perform FISH or molecular testing on all pancreatic acinar cell carcinomas.


Subject(s)
Carcinoma, Acinar Cell/genetics , Pancreatic Neoplasms/genetics , Proto-Oncogene Proteins c-raf/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Carcinoma, Acinar Cell/pathology , Databases, Factual , Female , Gene Fusion , Gene Rearrangement , Humans , Male , Middle Aged , Pancreatic Neoplasms/pathology , Young Adult
8.
Sci Rep ; 9(1): 6426, 2019 04 23.
Article in English | MEDLINE | ID: mdl-31015508

ABSTRACT

Next Generation Sequencing is now routinely used in the practice of diagnostic pathology to detect clinically relevant somatic and germline sequence variations in patient samples. However, clinical assessment of copy number variations (CNVs) and large-scale structural variations (SVs) is still challenging. While tools exist to estimate both, their results are typically presented separately in tables or static plots which can be difficult to read and are unable to show the context needed for clinical interpretation and reporting. We have addressed this problem with CNspector, a multi-scale interactive browser that shows CNVs in the context of other relevant genomic features to enable fast and effective clinical reporting. We illustrate the utility of CNspector at different genomic scales across a variety of sample types in a range of case studies. We show how CNspector can be used for diagnosis and reporting of exon-level deletions, focal gene-level amplifications, chromosome and chromosome arm level amplifications/deletions and in complex genomic rearrangements. CNspector is a web-based clinical variant browser tailored to the clinical application of next generation sequencing for CNV assessment. We have demonstrated the utility of this interactive software in typical applications across a range of tissue types and disease contexts encountered in the context of diagnostic pathology. CNspector is written in R and the source code is available for download under the GPL3 Licence from https://github.com/PapenfussLab/CNspector . A server running CNspector loaded with the figures from this paper can be accessed at https://shiny.wehi.edu.au/jmarkham/CNspector/index.html .


Subject(s)
Basal Cell Nevus Syndrome/diagnosis , Carcinoma, Basal Cell/diagnosis , DNA Copy Number Variations , High-Throughput Nucleotide Sequencing/methods , Web Browser , Basal Cell Nevus Syndrome/genetics , Basal Cell Nevus Syndrome/pathology , Carcinoma, Basal Cell/genetics , Carcinoma, Basal Cell/pathology , Chromosome Deletion , Chromosome Duplication , Exons , Genome, Human , Humans , Internet , Sequence Analysis, DNA
9.
IEEE/ACM Trans Comput Biol Bioinform ; 15(4): 1247-1258, 2018.
Article in English | MEDLINE | ID: mdl-26415209

ABSTRACT

Proteins carry out their function in a cell through interactions with other proteins. A large scale protein-protein interaction (PPI) network of an organism provides static yet an essential structure of interactions, which is valuable clue for understanding the functions of proteins and pathways. PPIs are determined primarily by experimental methods; however, computational PPI prediction methods can supplement or verify PPIs identified by experiment. Here, we developed a novel scoring method for predicting PPIs from Gene Ontology (GO) annotations of proteins. Unlike existing methods that consider functional similarity as an indication of interaction between proteins, the new score, named the protein-protein Interaction Association Score (IAS), was computed from GO term associations of known interacting protein pairs in 49 organisms. IAS was evaluated on PPI data of six organisms and found to outperform existing GO term-based scoring methods. Moreover, consensus scoring methods that combine different scores further improved performance of PPI prediction.


Subject(s)
Gene Ontology , Protein Interaction Mapping/methods , Protein Interaction Maps , Systems Biology/methods , Animals , Fungi/genetics , Humans , Plants/genetics , Protein Interaction Maps/genetics , Protein Interaction Maps/physiology , Proteins/genetics , Proteins/metabolism , Proteins/physiology
10.
BMC Bioinformatics ; 18(1): 177, 2017 Mar 20.
Article in English | MEDLINE | ID: mdl-28320317

ABSTRACT

BACKGROUND: The number of genomics and proteomics experiments is growing rapidly, producing an ever-increasing amount of data that are awaiting functional interpretation. A number of function prediction algorithms were developed and improved to enable fast and automatic function annotation. With the well-defined structure and manual curation, Gene Ontology (GO) is the most frequently used vocabulary for representing gene functions. To understand relationship and similarity between GO annotations of genes, it is important to have a convenient pipeline that quantifies and visualizes the GO function analyses in a systematic fashion. RESULTS: NaviGO is a web-based tool for interactive visualization, retrieval, and computation of functional similarity and associations of GO terms and genes. Similarity of GO terms and gene functions is quantified with six different scores including protein-protein interaction and context based association scores we have developed in our previous works. Interactive navigation of the GO function space provides intuitive and effective real-time visualization of functional groupings of GO terms and genes as well as statistical analysis of enriched functions. CONCLUSIONS: We developed NaviGO, which visualizes and analyses functional similarity and associations of GO terms and genes. The NaviGO webserver is freely available at: http://kiharalab.org/web/navigo .


Subject(s)
Gene Ontology/trends , Genomics/methods
11.
Blood ; 126(12): 1473-82, 2015 Sep 17.
Article in English | MEDLINE | ID: mdl-26228485

ABSTRACT

RhoA GTPase has been shown in vitro in cell lines and in vivo in nonmammalian organisms to regulate cell division, particularly during cytokinesis and abscission, when 2 daughter cells partition through coordinated actomyosin and microtubule machineries. To investigate the role of this GTPase in the rapidly proliferating mammalian erythroid lineage, we developed a mouse model with erythroid-specific deletion of RhoA. This model was proved embryonic lethal as a result of severe anemia by embryonic day 16.5 (E16.5). The primitive red blood cells were enlarged, poikilocytic, and frequently multinucleated, but were able to sustain life despite experiencing cytokinesis failure. In contrast, definitive erythropoiesis failed and the mice died by E16.5, with profound reduction of maturing erythroblast populations within the fetal liver. RhoA was required to activate myosin-regulatory light chain and localized at the site of the midbody formation in dividing wild-type erythroblasts. Cytokinesis failure caused by RhoA deficiency resulted in p53 activation and p21-transcriptional upregulation with associated cell-cycle arrest, increased DNA damage, and cell death. Our findings demonstrate the role of RhoA as a critical regulator for efficient erythroblast proliferation and the p53 pathway as a powerful quality control mechanism in erythropoiesis.


Subject(s)
Actomyosin/metabolism , Cytokinesis , Erythroblasts/cytology , Erythropoiesis , Tumor Suppressor Protein p53/metabolism , rhoA GTP-Binding Protein/genetics , Animals , Apoptosis , Cell Cycle Checkpoints , DNA Damage , Embryo Loss/genetics , Embryo Loss/metabolism , Embryo Loss/pathology , Embryo, Mammalian/metabolism , Embryo, Mammalian/pathology , Erythroblasts/metabolism , Erythroblasts/pathology , Female , Gene Deletion , Mice , Mice, Inbred C57BL , rhoA GTP-Binding Protein/metabolism
12.
Mol Cell ; 54(1): 30-42, 2014 Apr 10.
Article in English | MEDLINE | ID: mdl-24657166

ABSTRACT

In Arabidopsis, multisubunit RNA polymerases IV and V orchestrate RNA-directed DNA methylation (RdDM) and transcriptional silencing, but what identifies the loci to be silenced is unclear. We show that heritable silent locus identity at a specific subset of RdDM targets requires HISTONE DEACETYLASE 6 (HDA6) acting upstream of Pol IV recruitment and siRNA biogenesis. At these loci, epigenetic memory conferring silent locus identity is erased in hda6 mutants such that restoration of HDA6 activity cannot restore siRNA biogenesis or silencing. Silent locus identity is similarly lost in mutants for the cytosine maintenance methyltransferase, MET1. By contrast, pol IV or pol V mutants disrupt silencing without erasing silent locus identity, allowing restoration of Pol IV or Pol V function to restore silencing. Collectively, these observations indicate that silent locus specification and silencing are separable steps that together account for epigenetic inheritance of the silenced state.


Subject(s)
Arabidopsis Proteins/genetics , Arabidopsis/genetics , DNA-Directed RNA Polymerases/genetics , Epigenesis, Genetic , Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Plant , Histone Deacetylases/genetics , RNA Interference , Arabidopsis/enzymology , Arabidopsis Proteins/metabolism , Cytosine/metabolism , DNA (Cytosine-5-)-Methyltransferases/genetics , DNA (Cytosine-5-)-Methyltransferases/metabolism , DNA Methylation , DNA Transposable Elements , DNA-Directed RNA Polymerases/metabolism , Genetic Loci , Genotype , Heredity , Histone Deacetylases/metabolism , Mutation , Phenotype , RNA, Small Interfering/biosynthesis
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