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1.
Proteomics ; 21(13-14): e2000119, 2021 07.
Article in English | MEDLINE | ID: mdl-33580572

ABSTRACT

Circulating small extracellular vesicles (sEV) represent promising non-invasive biomarkers that may aid in the diagnosis and risk-stratification of multiple myeloma (MM), an incurable blood cancer. Here, we comprehensively isolated and characterized sEV from human MM cell lines (HMCL) and patient-derived plasma (psEV) by specific EV-marker enrichment and morphology. Importantly, we demonstrate that HMCL-sEV are readily internalised by stromal cells to functionally modulate proliferation. psEV were isolated using various commercial approaches and pre-analytical conditions (collection tube types, storage conditions) assessed for sEV yield and marker enrichment. Functionally, MM-psEV was shown to regulate stromal cell proliferation and migration. In turn, pre-educated stromal cells favour HMCL adhesion. psEV isolated from patients with both pre-malignant plasma cell disorders (monoclonal gammopathy of undetermined significance [MGUS]; smouldering MM [SMM]) and MM have a similar ability to promote cell migration and adhesion, suggesting a role for both malignant and pre-malignant sEV in disease progression. Proteomic profiling of MM-psEV (305 proteins) revealed enrichment of oncogenic factors implicated in cell migration and adhesion, in comparison to non-disease psEV. This study describes a protocol to generate morphologically-intact and biologically functional sEV capable of mediating the regulation of stromal cells, and a model for the characterization of tumour-stromal cross-talk by sEV in MM.


Subject(s)
Extracellular Vesicles , Monoclonal Gammopathy of Undetermined Significance , Multiple Myeloma , Humans , Proteomics , Stromal Cells
2.
Br J Haematol ; 193(1): 160-170, 2021 04.
Article in English | MEDLINE | ID: mdl-32945549

ABSTRACT

Panobinostat is a pan-deacetylase inhibitor that modulates the expression of oncogenic and immune-mediating genes involved in tumour cell growth and survival. We evaluated panobinostat-induced post-transplant responses and identified correlative biomarkers in patients with multiple myeloma who had failed to achieve a complete response after autologous transplantation. Patients received panobinostat 45 mg administered three-times weekly (TIW) on alternate weeks of 28-day cycles commencing 8-12 weeks post-transplant. Twelve of 25 patients (48%) improved their depth of response after a median (range) of 4·3 (1·9-9·7) months of panobinostat. In responders, T-lymphocyte histone acetylation increased after both three cycles (P < 0·05) and six cycles (P < 0·01) of panobinostat when compared to baseline, with no differences in non-responders. The reduction in the proportion of CD127+ CD8+ T cells and CD4:CD8 ratio was significantly greater, after three and six cycles of panobinostat compared to pre-transplant, in non-responders when compared to responders. Whole marrow RNA-seq revealed widespread transcriptional changes only in responders with baseline differences in genes involved in ribosome biogenesis, oxidative phosphorylation and metabolic pathways. This study confirmed the efficacy of panobinostat as a single agent in multiple myeloma and established acetylation of lymphocyte histones, modulation of immune subsets and transcriptional changes as pharmacodynamic biomarkers of clinical benefit.


Subject(s)
Histone Deacetylase Inhibitors/therapeutic use , Multiple Myeloma/metabolism , Multiple Myeloma/therapy , Panobinostat/therapeutic use , Transplantation, Autologous/adverse effects , Adult , Aged , CD4 Antigens/drug effects , CD4 Antigens/immunology , CD8 Antigens/drug effects , CD8 Antigens/immunology , CD8-Positive T-Lymphocytes/drug effects , CD8-Positive T-Lymphocytes/pathology , Female , Follow-Up Studies , Histone Deacetylase Inhibitors/administration & dosage , Histone Deacetylase Inhibitors/adverse effects , Histones/drug effects , Histones/metabolism , Humans , Interleukin-7 Receptor alpha Subunit/drug effects , Interleukin-7 Receptor alpha Subunit/immunology , Male , Middle Aged , Multiple Myeloma/immunology , Multiple Myeloma/mortality , Neoplasm Staging/methods , Oncogenes/drug effects , Panobinostat/administration & dosage , Panobinostat/adverse effects , Remission Induction , Survival Analysis , Transplantation, Autologous/statistics & numerical data , Treatment Outcome
3.
Aging Male ; 23(5): 822-829, 2020 Dec.
Article in English | MEDLINE | ID: mdl-30964371

ABSTRACT

The diagnosis of sperm DNA integrity is increasingly recognized as being crucial to inform the clinical course in infertile couples. An internationally accepted sperm DNA fragmentation assay that determines the proportion of sperm and degree of broken sperm nuclear DNA with recognised clinical thresholds for identifying men at risk of infertility is the Sperm Chromatin Structure Assay (SCSA®). In this study, SCSA® test was utilised to evaluate the relevance of male age on sperm DNA quality in total of 6881 males of Indian origin. Analysis of proportions of DNA fragmentation index (%DFI) and high DNA stainability (%HDS) was performed based on four groups (<35, 35-40, 40-45, and >45 years of age). The impact of increasing male age on %DFI revealed that males >45 years of age had the highest %DFI and lowest %HDS compared to all other age groups (p<.001). This study is the largest population study and first of its kind in India that utilises SCSA® to assess the relevance of %DFI and %HDS to increasing age with potentially important implications for the choice of clinical course based on age and sperm quality of infertile males in India.


Subject(s)
Chromatin , Infertility, Male , DNA/genetics , DNA Fragmentation , Humans , Infertility, Male/genetics , Male , Spermatozoa
5.
Int J Mol Sci ; 19(7)2018 Jun 24.
Article in English | MEDLINE | ID: mdl-29937522

ABSTRACT

Mutational characterisation in extramedullary multiple myeloma (EM-MM) patients is challenging due to inaccessible EM plasmacytomas, unsafe nature of multiple biopsies and the spatial and temporal genomic heterogeneity apparent in MM (Graphical abstract). Conventional monitoring of disease burden is through serum markers and PET-CT, however these modalities are sometimes inadequate (serum markers), not performed in a timely manner (PET-CT) and uninformative for identifying mutations driving disease progression. DNA released into the blood by tumour cells (ctDNA) contains the predominant clones derived from the multiple disease foci. Blood-derived ctDNA can, therefore, provide a holistic illustration of the major drivers of disease progression. In this report, the utility of ctDNA, as an adjunct to currently available modalities in EM-MM, is presented for a patient with EM and oligosecretory (OS) disease. Whole exome sequencing of contemporaneously acquired tumour tissue and matched ctDNA samples revealed the presence of spatial and temporal genetic heterogeneity and the identification of pathways associated with drug resistance. Longitudinal monitoring of plasma samples revealed that ctDNA can be utilised to define the dynamic clonal evolution co-existent with disease progression and as an adjunct non-invasive marker of tumour burden.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/genetics , Circulating Tumor DNA/genetics , GTP Phosphohydrolases/genetics , Membrane Proteins/genetics , Multiple Myeloma/genetics , Plasmacytoma/genetics , Biomarkers, Tumor/blood , Circulating Tumor DNA/blood , Clonal Evolution , Disease Progression , Female , GTP Phosphohydrolases/blood , Hematopoietic Stem Cell Transplantation , Humans , Membrane Proteins/blood , Middle Aged , Multiple Myeloma/blood , Multiple Myeloma/diagnostic imaging , Multiple Myeloma/therapy , Mutation , Plasma Cells/metabolism , Plasma Cells/pathology , Plasmacytoma/blood , Plasmacytoma/diagnostic imaging , Plasmacytoma/therapy , Positron Emission Tomography Computed Tomography , Exome Sequencing
6.
Int J Mol Sci ; 19(8)2018 Jul 24.
Article in English | MEDLINE | ID: mdl-30042348

ABSTRACT

Antibody Secreting Cells (ASCs) are a fundamental component of humoral immunity, however, deregulated or excessive antibody production contributes to the pathology of autoimmune diseases, while transformation of ASCs results in the malignancy Multiple Myeloma (MM). Despite substantial recent improvements in treating these conditions, there is as yet no widely used ASC-specific therapeutic approach, highlighting a critical need to identify novel methods of targeting normal and malignant ASCs. Surface molecules specifically expressed by the target cell population represent ideal candidates for a monoclonal antibody-based therapy. By interrogating the ASC gene signature that we previously defined we identified three surface proteins, Plpp5, Clptm1l and Itm2c, which represent potential targets for novel MM treatments. Plpp5, Clptm1l and Itm2c are highly and selectively expressed by mouse and human ASCs as well as MM cells. To investigate the function of these proteins within the humoral immune system we have generated three novel mouse strains, each carrying a loss-of-function mutation in either Plpp5, Clptm1l or Itm2c. Through analysis of these novel strains, we have shown that Plpp5, Clptm1l and Itm2c are dispensable for the development, maturation and differentiation of B-lymphocytes, and for the production of antibodies by ASCs. As adult mice lacking either protein showed no apparent disease phenotypes, it is likely that targeting these molecules on ASCs will have minimal on-target adverse effects.


Subject(s)
Antibody-Producing Cells/immunology , Membrane Proteins/genetics , Multiple Myeloma/immunology , Neoplasm Proteins/genetics , Phosphatidate Phosphatase/genetics , Plasma Cells/immunology , Transcriptome , Animals , B-Lymphocytes/immunology , Bone Marrow Cells/cytology , Bone Marrow Cells/immunology , Cell Line, Tumor , Humans , Immunity, Humoral , Membrane Proteins/physiology , Mice , Mice, Inbred C57BL , Mice, Knockout , Multiple Myeloma/genetics , Mutation , Neoplasm Proteins/physiology , Phosphatidate Phosphatase/physiology , Plasma Cells/cytology , Primary Cell Culture
7.
Cancers (Basel) ; 14(3)2022 Feb 08.
Article in English | MEDLINE | ID: mdl-35159107

ABSTRACT

Over the last three decades changes in the treatment paradigm for newly diagnosed multiple myeloma (MM) have led to a significant increase in overall survival. Despite this, the majority of patients relapse after one or more lines of treatment while acquiring resistance to available therapies. Panobinostat, a pan-histone deacetylase inhibitor, was approved by the FDA in 2015 for patients with relapsed MM but how to incorporate panobinostat most effectively into everyday practice remains unclear. Dysregulation of the Wnt canonical pathway, and its key mediator ß-catenin, has been shown to be important for the evolution of MM and the acquisition of drug resistance, making it a potentially attractive therapeutic target. Despite concerns regarding the safety of Wnt pathway inhibitors, we have recently shown that the ß-catenin inhibitor Tegavivint is deliverable and effective in in vivo models of MM. In this study we show that the combination of low concentrations of panobinostat and Tegavivint have significant in vitro and in vivo anti-MM effects including in the context of proteasome inhibitor resistance, by targeting both aerobic glycolysis and mitochondrial respiration and the down-regulation of down-stream ß-catenin targets including myc, cyclinD1, and cyclinD2. The significant anti-MM effect of this novel combination warrants further evaluation for the treatment of MM patients with relapsed and/or refractory MM.

8.
Front Oncol ; 11: 718502, 2021.
Article in English | MEDLINE | ID: mdl-34513695

ABSTRACT

The cross-talk between tumour cells and stromal cells is a hallmark of multiple myeloma (MM), a blood cancer that still remains incurable despite increased knowledge of its biology and advances in its treatment. Extracellular vesicles (EVs) derived from both tumour and stromal cells have been shown to play an important role in mediating this cross-talk ultimately favouring MM progression and drug resistance. Furthermore, EVs and their content including RNA (EV-RNA) have been successfully isolated from blood and are being explored as liquid biomarkers in MM with the potential to improve diagnosis and monitoring modalities with a minimally-invasive and repeatable analysis, i.e. liquid biopsy. In this review, we describe both the role of EV-RNA in defining the biological features of MM and their potential translational relevance as liquid biomarkers, therapeutic targets and delivery systems. We also discuss the limitations and technical challenges related to the isolation and characterization of EVs and provide a perspective on the future of MM-derived EV-RNA in translational research.

9.
Leukemia ; 35(10): 2771-2783, 2021 10.
Article in English | MEDLINE | ID: mdl-34262132

ABSTRACT

Liquid biopsies-a source of circulating cell-free nucleic acids, proteins and extracellular vesicles-are currently being explored for the quantitative and qualitative characterisation of the tumour genome and as a mode of non-invasive therapeutic monitoring in cancer. Emerging data suggest that liquid biopsies might offer a potentially simple, non-invasive, repeatable strategy for diagnosis, prognostication and therapeutic decision making in a genetically heterogeneous disease like multiple myeloma (MM), with particular applicability in subsets of patients where conventional markers of disease burden may be less informative. In this review, we describe the emerging utility of the evaluation of circulating tumour DNA, extracellular RNA, cell-free proteins and metabolites and extracellular vesicles in MM.


Subject(s)
Liquid Biopsy/methods , Plasma Cells/pathology , Animals , Biomarkers, Tumor/blood , Cell-Free Nucleic Acids/blood , Circulating Tumor DNA/blood , Extracellular Vesicles/pathology , Humans , Multiple Myeloma/blood , Multiple Myeloma/pathology , Neoplastic Cells, Circulating/pathology
10.
Methods Mol Biol ; 2261: 151-191, 2021.
Article in English | MEDLINE | ID: mdl-33420989

ABSTRACT

Cancer cells secrete membranous extracellular vesicles (EVs) which contain specific oncogenic molecular cargo (including oncoproteins, oncopeptides, and RNA) into their microenvironment and the circulation. As such, EVs including exosomes (small EVs) and microvesicles (large EVs) represent important circulating biomarkers for various diseases, including cancer and its progression. These circulating biomarkers offer a potentially minimally invasive and repeatable targets for analysis (liquid biopsy) that could aid in the diagnosis, risk stratification, and monitoring of cancer. Although their potential as cancer biomarkers has been promising, the identification and quantification of EVs in clinical samples remain challenging. Like EVs, other types of circulating biomarkers (including cell-free nucleic acids, cf-NAs; or circulating tumor cells, CTCs) may represent a complementary or alternative approach to cancer diagnosis. In the context of multiple myeloma (MM), a systemic cancer type that causes cancer cells to accumulate in the bone marrow, the specific role for EVs as biomarkers for diagnosis and monitoring remains undefined. Tumor heterogeneity along with the various subtypes of MM (such as non-secretory MM) that cannot be monitored using conventional testing (e.g. sequential serological testing and bone marrow biopsies) render liquid biopsy and circulating tumor-derived EVs a promising approach. In this protocol, we describe the isolation and purification of EVs from peripheral blood plasma (PBPL) collected from healthy donors and patients with MM for a biomarker discovery strategy. Our results demonstrate detection of circulating EVs from as little as 1 mL of MM patients' PBPL. High-resolution mass spectrometry (MS)-based proteomics promises to provide new avenues in identifying novel markers for detection, monitoring, and therapeutic intervention of disease. We describe biophysical characterization and quantitative proteomic profiling of disease-specific circulating EVs which may provide important implications for the development of cancer diagnostics in MM.


Subject(s)
Biomarkers, Tumor/blood , Blood Proteins/isolation & purification , Exosomes/metabolism , Monoclonal Gammopathy of Undetermined Significance/blood , Multiple Myeloma/blood , Proteomics , Tandem Mass Spectrometry , Analytic Sample Preparation Methods , Case-Control Studies , Chromatography, Liquid , Exosomes/ultrastructure , Humans , Liquid Biopsy , Monoclonal Gammopathy of Undetermined Significance/pathology , Multiple Myeloma/ultrastructure , Proteolysis
11.
Leuk Lymphoma ; 62(2): 337-347, 2021 02.
Article in English | MEDLINE | ID: mdl-33131357

ABSTRACT

Microarray was utilized to determine if a genetic signature associated with resistance to carfilzomib (CFZ) could be identified. Twelve human myeloma (MM) cell lines (HMCLs) were treated with CFZ and a cell-viability profile was assessed categorizing HMCLs as sensitive or resistant to CFZ. The gene expression profiles (GEP) of untreated resistant versus sensitive HMCLs revealed 29 differentially expressed genes. TOP2A, an enzyme involved in cell cycle and proliferation, was overexpressed in carfilzomib-resistant HMCLs. TOP2A protein expression levels, evaluated utilizing trephine biopsy specimens acquired prior to treatment with proteasome inhibitors, were higher in patients failing to achieve a response when compared to responding patients. Logistic-regression analysis confirmed that TOP2A protein expression was a highly significant predictor of response to PIs (AUC 0.738). Further, the combination of CFZ with TOP2A inhibitors, demonstrated synergistic cytotoxic effects in vitro, providing a rationale for combining topoisomerase inhibitors with CFZ to overcome resistance in MM.


Subject(s)
Antineoplastic Agents , Multiple Myeloma , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Cell Line, Tumor , DNA Topoisomerases, Type II/genetics , Drug Resistance, Neoplasm/genetics , Humans , Multiple Myeloma/drug therapy , Multiple Myeloma/genetics , Oligopeptides , Proteasome Inhibitors/pharmacology , Proteasome Inhibitors/therapeutic use
12.
Biol Reprod ; 82(5): 980-90, 2010 May.
Article in English | MEDLINE | ID: mdl-20130270

ABSTRACT

The transforming growth factor beta superfamily ligand activin A controls juvenile testis growth by stimulating Sertoli cell proliferation. Testicular levels are highest in the first postnatal week, when Sertoli cells are proliferating and spermatogonial stem cells first form. Levels decrease sharply as Sertoli cell proliferation ceases and spermatogenic differentiation begins. We hypothesized that changing activin levels also affect germ cell maturation. We detected an acute and developmentally regulated impact of activin on Kit mRNA in cocultures of Sertoli cells and germ cells from Day 8, but not Day 4, mice. Both stereological and flow cytometry analyses identified an elevated spermatogonium:Sertoli cell ratio in Day 7 testes from Inhba(BK/BK) mice, which have decreased bioactive activin, and the germ cell markers Sycp3, Dazl, and Ccnd3 were significantly elevated in Inhba(BK/BK) mice. The flow cytometry measurements demonstrated that surface KIT protein is significantly higher in Day 7 Inhba(BK/BK) germ cells than in wild-type littermates. By Day 14, the germ cell:Sertoli cell ratio did not differ between genotypes, but the transition of type A spermatogonia into spermatocytes was altered in Inhba(BK/BK) testes. We conclude that regulated activin signaling not only controls Sertoli cell proliferation, as previously described, but also influences the in vivo progression of germ cell maturation in the juvenile testis at the onset of spermatogenesis.


Subject(s)
Inhibin-beta Subunits/metabolism , Sertoli Cells/metabolism , Spermatogonia/metabolism , Animals , Cell Differentiation , Coculture Techniques , Germ Cells/metabolism , Inhibin-beta Subunits/genetics , Male , Mice , Mice, Inbred C57BL , Mice, Mutant Strains , Mice, Transgenic , RNA, Messenger/analysis , Receptor Protein-Tyrosine Kinases/genetics , Receptor Protein-Tyrosine Kinases/metabolism , Sertoli Cells/cytology , Sperm Maturation , Spermatogenesis/physiology , Spermatogonia/cytology , Stem Cell Factor/genetics , Stem Cell Factor/metabolism , Testis/cytology , Testis/growth & development , Testis/metabolism
13.
Invest New Drugs ; 28 Suppl 1: S50-7, 2010 Dec.
Article in English | MEDLINE | ID: mdl-21127942

ABSTRACT

Myeloproliferative neoplasms (MPN) are clonal haemopoietic progenitor cell disorders characterized by the proliferation of one or more of the haemopoietic lineages (myeloid, erythroid and/or megakaryocytic). The MPNs include eight haematological disorders: chronic myelogenous leukemia (CML), polycythemia vera (PV), essential thrombocythemia (ET), primary myelofibrosis (PMF), systemic mastocytosis (SM), chronic eosinophilic leukemia, not otherwise specified (CEL, NOS), chronic neutrophilic leukemia (CNL), and unclassifiable MPN (MPN, U). Therapeutic interventions for MPNs include the use of tyrosine kinase inhibitors (TKIs) for BCR-ABL1(+) CML and JAK2 inhibitors for PV, ET and PMF. Histone deacetylase inhibitors (HDACi) are a novel class of drugs capable of altering the acetylation status of both histone and non-histone proteins, thereby affecting a repertoire of cellular functions in neoplastic cells including proliferation, differentiation, immune responses, angiogenesis and survival. Preliminary studies indicate that HDACi when used in combination with tyrosine kinase or JAK2 inhibitors may overcome resistance to the latter agents and enhance the pro-apoptotic effects on MPN cells. This review provides a review of pre-clinical and clinical studies that have explored the use of HDACi as potential therapeutics for MPNs.


Subject(s)
Histone Deacetylase Inhibitors/therapeutic use , Histone Deacetylases/metabolism , Myeloproliferative Disorders/drug therapy , Myeloproliferative Disorders/enzymology , Animals , Epigenesis, Genetic/drug effects , Histone Deacetylase Inhibitors/pharmacology , Humans , Myeloproliferative Disorders/diagnosis , Prognosis
15.
Clin Exp Reprod Med ; 47(4): 277-283, 2020 Dec.
Article in English | MEDLINE | ID: mdl-33227185

ABSTRACT

OBJECTIVE: The sperm DNA fragmentation index (DFI) guides the clinician's choice of an appropriate assisted reproductive technology (ART) procedure. The DFI can be determined using commercially available methodologies, including sperm chromatin dispersion (SCD) kits and sperm chromatin structure assay (SCSA). Currently, when DFI is evaluated using SCD kits, the result is analyzed in reference to the SCSA-derived threshold for the choice of an ART procedure. In this study, we compared DFI values obtained using SCSA with those obtained using SCD and determined whether the difference affects the choice of ART procedure. METHODS: We compared SCSA to two SCD kits, CANfrag (n=36) and Halosperm (n=31), to assess the DFI values obtained, the correlations between tests, the technical repeatability, and the impact of DFI on the choice of ART. RESULTS: We obtained higher median DFI values using SCD kits than when using SCSA, and this difference was significant for the CANfrag kit (p<0.001). The SCD kits had significantly higher coefficients of variation than SCSA (p<0.001). In vitro fertilization/intracytoplasmic sperm injection (IVF/ICSI) would be chosen for a significantly higher proportion of patients if a decision were made based on DFI derived from SCD rather than DFI determined using SCSA (p=0.003). CONCLUSION: Our results indicate that SCD kit-specific thresholds should be established in order to avoid the unnecessary use of IVF/ICSI based on sperm DNA damage for the management of infertility. Appropriate measures should be taken to mitigate the increased variability inherent to the methods used in these tests.

16.
Reproduction ; 138(5): 743-57, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19567460

ABSTRACT

The KIT ligand (KITL)/KIT-signalling system is among several pathways known to be essential for fertility. In the postnatal testis, the KIT/KITL interaction is crucial for spermatogonial proliferation, differentiation, survival and subsequent entry into meiosis. Hence, identification of endogenous factors that regulate KIT synthesis is important for understanding the triggers driving germ cell maturation. Although limited information is available regarding local factors in the testicular microenvironment that modulate KIT synthesis at the onset of spermatogenesis, knowledge from other systems could be used as a basis for identifying how KIT function is regulated in germ cells. This review describes the known regulators of KIT, including transcription factors implicated in KIT promoter regulation. In addition, specific downstream outcomes in biological processes that KIT orchestrates are addressed. These are discussed in relationship to current knowledge of mammalian germ cell development.


Subject(s)
Proto-Oncogene Proteins c-kit/metabolism , Spermatozoa/metabolism , Animals , Gene Expression Regulation, Developmental , Germ Cells/metabolism , Humans , Male , Mammals/genetics , Mammals/growth & development , Mammals/metabolism , Models, Biological , Proto-Oncogene Proteins c-kit/genetics , Proto-Oncogene Proteins c-kit/physiology , Signal Transduction/genetics , Spermatogenesis/genetics , Spermatogenesis/physiology , Stem Cell Factor/genetics , Stem Cell Factor/metabolism , Stem Cell Factor/physiology
17.
Cancers (Basel) ; 11(6)2019 Jun 25.
Article in English | MEDLINE | ID: mdl-31242667

ABSTRACT

In this study, we evaluated the utility of extracellular RNA (exRNA) derived from the plasma of multiple myeloma (MM) patients for whole transcriptome characterization. exRNA from 10 healthy controls (HC), five newly diagnosed (NDMM), and 12 relapsed and refractory (RRMM) MM patients were analyzed and compared. We showed that ~45% of the exRNA genes were protein-coding genes and ~85% of the identified genes were covered >70%. Compared to HC, we identified 632 differentially expressed genes (DEGs) in MM patients, of which 26 were common to NDMM and RRMM. We further identified 54 and 191 genes specific to NDMM and RRMM, respectively, and these included potential biomarkers such as LINC00863, MIR6754, CHRNE, ITPKA, and RGS18 in NDMM, and LINC00462, PPBP, RPL5, IER3, and MIR425 in RRMM, that were subsequently validated using droplet digital PCR. Moreover, single nucleotide polymorphisms and small indels were identified in the exRNA, including mucin family genes that demonstrated different rates of mutations between NDMM and RRMM. This is the first whole transcriptome study of exRNA in hematological malignancy and has provided the basis for the utilization of exRNA to enhance our understanding of the MM biology and to identify potential biomarkers relevant to the diagnosis and prognosis of MM patients.

18.
Cancers (Basel) ; 11(7)2019 Jun 29.
Article in English | MEDLINE | ID: mdl-31261969

ABSTRACT

Mutational characterisation utilising plasma (PL)-derived circulating tumour DNA (ctDNA) in multiple myeloma (MM) has been recently described. Mutational analyses of paired bone marrow (BM) MM cell DNA and ctDNA from 76 patients (n = 24, new diagnosis (ND), n = 52, relapsed/refractory (RR)) for (ras/raf signaling pathway) and tumour protein p53 (TP53) mutations using the OnTarget™ Mutation Detection (OMD) platform was performed. The total number and proportions of mutations in each of the compartments (BM-specific, PL-specific or shared) was significantly higher in RR patients compared to ND patients (p = 0.0002 and p < 0.0001, respectively). Patients with > 2 mutations or > 1% fractional abundance (FA) in the PL had significantly shorter overall survival (OS) (p = 0.04 and p = 0.0006, respectively). Patients with PL-specific TP53 mutations had significantly shorter OS compared to patients with no PL-TP53 mutations (p = 0.003), while no differences were observed in patients with (K-ras) KRAS mutations. Targeted deep amplicon sequencing (TAS) of matched PL and BM samples from 36 MM patients for DNA-repair and RAS-RAF pathway genes found that DNA-repair genes were present at significantly higher levels in the PL when compared to RAS-RAF mutations (p = 0.0095). We conclude that ctDNA analysis identifies a higher prevalence of potentially actionable DNA-repair gene mutated subclones than BM analysis.

19.
Leukemia ; 33(8): 2022-2033, 2019 08.
Article in English | MEDLINE | ID: mdl-30992504

ABSTRACT

Monitoring tumour burden and therapeutic response through analyses of circulating cell-free tumour DNA (ctDNA) and extracellular RNA (exRNA) in multiple myeloma (MM) patients were performed in a Phase Ib trial of 24 relapsed/refractory patients receiving oral azacitidine in combination with lenalidomide and dexamethasone. Mutational characterisation of paired BM and PL samples at study entry identified that patients with a higher number of mutations or a higher mutational fractional abundance in PL had significantly shorter overall survival (OS) (p = 0.005 and p = 0.018, respectively). A decrease in ctDNA levels at day 5 of cycle 1 of treatment (C1D5) correlated with superior progression-free survival (PFS) (p = 0.017). Evaluation of exRNA transcripts of candidate biomarkers indicated that high CRBN levels coupled with low levels of SPARC at baseline were associated with shorter OS (p = 0.000003). IKZF1 fold-change <0.05 at C1D5 was associated with shorter PFS (p = 0.0051) and OS (p = 0.0001). Furthermore, patients with high baseline CRBN coupled with low fold-change at C1D5 were at the highest risk of progression (p = 0.0001). In conclusion, this exploratory analysis has provided the first demonstration in MM of ctDNA for predicting disease outcome and of the utility of exRNA as a biomarker of therapeutic response.


Subject(s)
Circulating Tumor DNA/analysis , Multiple Myeloma/drug therapy , RNA/analysis , Adaptor Proteins, Signal Transducing , Cost of Illness , Genes, p53 , Humans , Ikaros Transcription Factor/analysis , Multiple Myeloma/blood , Multiple Myeloma/genetics , Multiple Myeloma/mortality , Mutation , Peptide Hydrolases/analysis , Prognosis , Ubiquitin-Protein Ligases
20.
Leuk Lymphoma ; 60(9): 2143-2151, 2019 09.
Article in English | MEDLINE | ID: mdl-31184224

ABSTRACT

In preclinical studies, oral azacitidine (CC-486), a hypomethylating agent, has been shown to have a direct anti-MM effect and in vitro anti-MM synergism when combined with lenalidomide (LEN). We present a phase 1b, single center, 3 × 3 dose escalation study with planned expansion at maximum tolerated dose (MTD), which assessed the safety and efficacy of combining CC-486 with LEN (25 mg d1-21/28) and dexamethasone (DEX) (40 mg weekly) in patients with relapsed/refractory MM who had previously failed LEN. Twenty-four patients were enrolled. The MTD of CC-486 was 150 mg d1-21; recommended expansion dose was 100 mg d1-21. Adverse events were predictable and manageable. ORR was 37.5%; clinical benefit rate was 50%. Median OS was 10.3 m; median PFS was 2.6 m. Correlative proteomics demonstrated that higher MM tumor cell cereblon expression (pretreatment, C1D5) was associated with superior PFS/OS. CC-486, LEN and DEX produced meaningful clinical responses in heavily treated LEN refractory MM patients. Proteomics may have utility in predicting clinical outcomes.


Subject(s)
Antimetabolites, Antineoplastic/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Azacitidine/administration & dosage , Multiple Myeloma/drug therapy , Neoplasm Recurrence, Local/drug therapy , Adaptor Proteins, Signal Transducing/metabolism , Administration, Oral , Aged , Aged, 80 and over , Antimetabolites, Antineoplastic/adverse effects , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Azacitidine/adverse effects , DNA Methylation , Dexamethasone/administration & dosage , Dexamethasone/adverse effects , Dose-Response Relationship, Drug , Drug Administration Schedule , Drug Resistance, Neoplasm/genetics , Epigenesis, Genetic/drug effects , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , Lenalidomide/pharmacology , Lenalidomide/therapeutic use , Male , Maximum Tolerated Dose , Middle Aged , Multiple Myeloma/genetics , Multiple Myeloma/mortality , Multiple Myeloma/pathology , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/pathology , Prognosis , Progression-Free Survival , Proteomics , Ubiquitin-Protein Ligases
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