ABSTRACT
Mass cytometry provides highly multiparametric data at a single cell level, coupling the specificity and sensitivity of time-of-flight mass spectrometry with the single-cell throughput of flow cytometry. It offers great value in interrogating the potentially heterogenous impact that a drug may have on a biological system, allowing an investigator to capture not just changes in cell behavior, but how these changes may differ between cell subtypes. In this chapter, we review the technical details of the platform as well as its limitations, before describing our approach to planning and running a mass cytometry experiment. A series of method modules, spanning the staining process through to data cleaning, are described that are then combined to create three separate experiments. The first experiment illustrates a core process in mass cytometry: the validation and titration of a metal-conjugated antibody reporter. The second experiment explores the impact of a kinase inhibitor on cell cycle and apoptosis pathways of a human myeloma cell line. And the third experiment exploits the multiparametric capability of mass cytometry, by exploring the differential expression changes in a transcription factor upon drug treatment across the cellular compartments of a peripheral blood mononuclear cell sample.
Subject(s)
Leukocytes, Mononuclear , Multiple Myeloma , Humans , Cell Line, Tumor , Flow Cytometry/methods , Drug DiscoveryABSTRACT
INTRODUCTION: Immunotherapies targeting B cell maturation antigen (BCMA) in multiple myeloma are transitioning through trials and entering the clinic, and will likely become a core pillar in myeloma therapeutics. These agents demonstrate unprecedented activity in multiply relapsed patients, but notwithstanding the short follow-up times their survival curves do not appear to demonstrate a plateau, and the treatments inevitably bring with them a range of toxicities that might be associated with tolerability issues. AREAS COVERED: We will briefly lay out the current therapeutic landscape in multiple myeloma, before introducing BCMA and explaining its significance. We will address in turn the three key classes of anti-BCMA immunotherapies: antibody-drug conjugates, bispecific antibodies, and chimeric antigen receptor T cells. We describe the mechanisms of action of these classes and review the evidence supporting their efficacy and toxicities. We then bring all three therapies into one discussion that explores how to mitigate toxicities and overcome myeloma's ability to resist these potent treatments. EXPERT OPINION: Finally, we take the discussion back to the clinic, and consider how we might deploy anti-BCMA therapies most effectively for our patients. We consider the sequencing of treatment, and what further evidence is needed to more fully inform our therapy decisions.
Subject(s)
Antibodies, Bispecific , Immunoconjugates , Multiple Myeloma , Antibodies, Bispecific/adverse effects , B-Cell Maturation Antigen , Humans , Immunoconjugates/therapeutic use , Immunotherapy , Immunotherapy, Adoptive , Multiple Myeloma/drug therapyABSTRACT
Novel biomarkers for tumour burden and bone disease are required to guide clinical management of plasma cell dyscrasias. Recently, bone turnover markers (BTMs) and Diffusion-Weighted Magnetic Resonance Imaging (DW-MRI) have been explored, although their role in the prospective assessment of multiple myeloma (MM) and monoclonal gammopathy of undetermined significance (MGUS) is unclear. Here, we conducted a pilot observational cohort feasibility study combining serum BTMs and DW-MRI in addition to standard clinical assessment. Fifty-five patients were recruited (14 MGUS, 15 smouldering MM, 14 new MM and 12 relapsed MM) and had DW-MRI and serum biomarkers (P1NP, CTX-1, ALP, DKK1, sclerostin, RANKL:OPG and BCMA) measured at baseline and 6-month follow-up. Serum sclerostin positively correlated with bone mineral density (r = 0.40-0.54). At baseline, serum BCMA correlated with serum paraprotein (r = 0.42) and serum DKK1 correlated with serum free light chains (r = 0.67); the longitudinal change in both biomarkers differed between International Myeloma Working Group (IMWG)-defined responders and non-responders. Myeloma Response Assessment and Diagnosis System (MY-RADS) scoring of serial DW-MRI correlated with conventional IMWG response criteria for measuring longitudinal changes in tumour burden. Overall, our pilot study suggests candidate radiological and serum biomarkers of tumour burden and bone loss in MM/MGUS, which warrant further exploration in larger cohorts to validate the findings and to better understand their clinical utility.
ABSTRACT
The COVID-19 pandemic has created many challenges in the management of immune thrombocytopenic purpura (ITP). The recommendation for avoidance of steroids by WHO led to the off-licence use, supported by NHS England, of thrombopoietin mimetics (TPO-RA) for newly diagnosed or relapsed ITP. This is a real-world prospective study which investigated the treatment patterns and outcomes in this setting. Twenty-four hospitals across the UK submitted 343 cases. Corticosteroids remain the mainstay of ITP treatment, but TPO-RAs were more effective. Incidental COVID-19 infection was identified in a significant number of patients (9·5%), while 14 cases were thought to be secondary to COVID-19 vaccination.
Subject(s)
COVID-19/epidemiology , Pandemics , Purpura, Thrombocytopenic, Idiopathic/therapy , Adolescent , Adrenal Cortex Hormones/administration & dosage , Adrenal Cortex Hormones/adverse effects , Adrenal Cortex Hormones/therapeutic use , Adult , Aged , Aged, 80 and over , Autoimmune Diseases/complications , COVID-19/blood , COVID-19 Vaccines/adverse effects , Combined Modality Therapy , Comorbidity , Connective Tissue Diseases/complications , Contraindications, Drug , Disease Management , Female , Hemorrhage/epidemiology , Hemorrhage/etiology , Hospitals, District/statistics & numerical data , Humans , Immunoglobulins, Intravenous/therapeutic use , Immunosuppressive Agents/therapeutic use , Male , Middle Aged , Neoplasms/complications , Off-Label Use , Platelet Transfusion , Prospective Studies , Purpura, Thrombocytopenic, Idiopathic/drug therapy , Purpura, Thrombocytopenic, Idiopathic/epidemiology , Purpura, Thrombocytopenic, Idiopathic/etiology , Tertiary Care Centers/statistics & numerical data , Thromboembolism/epidemiology , Thromboembolism/etiology , Thrombopoietin/agonists , Tranexamic Acid/therapeutic use , Treatment Outcome , United Kingdom/epidemiology , Young AdultABSTRACT
Malignancy is a micro-evolutionary phenomenon shaped by selection pressures. Chief among these is the adaptive immune system, which recognizes malignant cells as a threat and attempts to eradicate them. The task is not easily achieved - if it were, cancer would not be a part of our human experience. The field of immunotherapy has rapidly expanded over the last two decades. It has produced some of the most exciting results of 21st century medicine, and has deepened clinicians' understanding of the relationship between malignancy and the immune response. This review discusses this relationship and analyses key tools in the immunotherapy arsenal.
Subject(s)
Immune System/physiopathology , Immunotherapy/methods , Neoplasms/immunology , Adaptive Immunity/physiology , Cancer Vaccines/pharmacology , Cell Cycle Checkpoints/physiology , Humans , Immunotherapy, Adoptive/methods , Major Histocompatibility Complex/physiology , T-Lymphocytes/metabolismABSTRACT
BACKGROUND: Due to paucity of evidence to guide management of allogeneic haematopoietic stem cell transplantation (allo-HSCT) patients with respiratory syncytial virus (RSV) infections national and international guidelines make disparate recommendations. METHODS: The outcomes of allo-HSCT recipients with RSV infection between 2015 and 2017 were assessed using the following treatment stratification; upper respiratory tract infections (URTI) being actively monitored and lower respiratory tract infections (LRTI) treated with short courses of oral ribavirin combined with intravenous immunoglobulin (IVIG, 2 g/kg). RESULTS: During the study period 49 RSV episodes were diagnosed (47% URTI and 53% LRTI). All patients with URTI recovered without pharmacological intervention. Progression from URTI to LRTI occurred in 15%. Treatment with oral ribavirin given until significant symptomatic improvement (median 7 days [3-12]) and IVIG for LRTI was generally well tolerated. RSV-attributable mortality was low (2%). CONCLUSIONS: In this cohort study, we demonstrate that active monitoring of allo-HSCT patients with RSV in the absence of LRTI was only associated with progression to LRTI in 15% of our patients and therefore appears to be a safe approach. Short course oral ribavirin in combination with IVIG was effective and well-tolerated for LRTI making it a practical alternative to aerosolised ribavirin. This approach was beneficial in reducing hospitalisation, saving nursing times and by using oral as opposed to nebulised ribavirin.
Subject(s)
Antiviral Agents/therapeutic use , Hematopoietic Stem Cell Transplantation/adverse effects , Respiratory Syncytial Virus Infections/drug therapy , Respiratory Tract Infections/drug therapy , Administration, Oral , Adult , Aged , Cohort Studies , Disease Management , Humans , Immunoglobulins, Intravenous/therapeutic use , Middle Aged , Practice Guidelines as Topic , Respiratory Syncytial Virus Infections/virology , Respiratory Tract Infections/classification , Respiratory Tract Infections/virology , Ribavirin/therapeutic use , Risk Factors , Transplantation, Homologous/adverse effects , Treatment Outcome , Young AdultABSTRACT
Here we present the case of a patient with diffuse large B-cell lymphoma who was admitted to hospital for an elective autologous peripheral blood stem cell transplant after cytotoxic treatment with lomustine, cytarabine, cyclophosphomide and etoposide (LACE). On the final day of chemotherapeutic treatment, she developed sudden onset dyspnoea. Electrocardiography confirmed acute antero-lateral T-wave inversion. She went onto have coronary angiography that demonstrated unobstructed coronary arteries. Left ventriculography demonstrated apical ballooning, consistent with Takotsubo (stress) cardiomyopathy. The link between chemotherapy and Takotsubo cardiomyopathy has become increasingly recognized in recent years, although causality remains to be established and the mechanism of action is not yet fully understood.
ABSTRACT
Insulin Sensitivity is an important parameter for the management of Diabetes. It can be derived for a particular patient using data derived from some glucose challenge tests using measured glucose and insulin levels at various times. Whilst a useful approach, deriving insulin sensitivities to inform insulin dosing in other settings such as Intensive Care Units can be more challenging - especially as insulin levels have to be assayed in a laboratory, not at the bedside. This paper investigates an approach to measure insulin sensitivity from glucose levels only. Estimates of mean and between individual parameter variances are used to derive conditional estimates of insulin sensitivity. The method is demonstrated to perform reasonably well, with conditional estimates comparing well with estimates derived from insulin data as well.