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1.
Leukemia ; 36(4): 1078-1087, 2022 04.
Article in English | MEDLINE | ID: mdl-35027656

ABSTRACT

Interrogation of cell-free DNA (cfDNA) represents an emerging approach to non-invasively estimate disease burden in multiple myeloma (MM). Here, we examined low-pass whole genome sequencing (LPWGS) of cfDNA for its predictive value in relapsed/ refractory MM (RRMM). We observed that cfDNA positivity, defined as ≥10% tumor fraction by LPWGS, was associated with significantly shorter progression-free survival (PFS) in an exploratory test cohort of 16 patients who were actively treated on diverse regimens. We prospectively determined the predictive value of cfDNA in 86 samples from 45 RRMM patients treated with elotuzumab, pomalidomide, bortezomib, and dexamethasone in a phase II clinical trial (NCT02718833). PFS in patients with tumor-positive and -negative cfDNA after two cycles of treatment was 1.6 and 17.6 months, respectively (HR 7.6, P < 0.0001). Multivariate hazard modelling confirmed cfDNA as independent risk factor (HR 96.6, P = 6.92e-05). While correlating with serum-free light chains and bone marrow, cfDNA additionally discriminated patients with poor PFS among those with the same response by IMWG criteria. In summary, detectability of MM-derived cfDNA, as a measure of substantial tumor burden with therapy, independently predicts poor PFS and may provide refinement for standard-of-care response parameters to identify patients with poor response to treatment earlier than is currently feasible.


Subject(s)
Cell-Free Nucleic Acids , Multiple Myeloma , Cell-Free Nucleic Acids/genetics , Humans , Multiple Myeloma/diagnosis , Multiple Myeloma/drug therapy , Multiple Myeloma/genetics , Treatment Failure
2.
Nat Cell Biol ; 23(11): 1199-1211, 2021 11.
Article in English | MEDLINE | ID: mdl-34675390

ABSTRACT

While there is extensive evidence for genetic variation as a basis for treatment resistance, other sources of variation result from cellular plasticity. Using multiple myeloma as an example of an incurable lymphoid malignancy, we show how cancer cells modulate lineage restriction, adapt their enhancer usage and employ cell-intrinsic diversity for survival and treatment escape. By using single-cell transcriptome and chromatin accessibility profiling, we show that distinct transcriptional states co-exist in individual cancer cells and that differential transcriptional regulon usage and enhancer rewiring underlie these alternative transcriptional states. We demonstrate that exposure to standard treatment further promotes transcriptional reprogramming and differential enhancer recruitment while simultaneously reducing developmental potential. Importantly, treatment generates a distinct complement of actionable immunotherapy targets, such as CXCR4, which can be exploited to overcome treatment resistance. Our studies therefore delineate how to transform the cellular plasticity that underlies drug resistance into immuno-oncologic therapeutic opportunities.


Subject(s)
Antineoplastic Agents/pharmacology , Cellular Reprogramming , Drug Resistance, Neoplasm/genetics , Immunotherapy , Multiple Myeloma/drug therapy , Receptors, CXCR4/antagonists & inhibitors , Transcription, Genetic , Aged , Aged, 80 and over , Cell Line, Tumor , Cell Lineage , Cell Plasticity , Female , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Humans , Male , Middle Aged , Molecular Targeted Therapy , Multiple Myeloma/genetics , Multiple Myeloma/immunology , Multiple Myeloma/metabolism , Receptors, CXCR4/genetics , Receptors, CXCR4/metabolism , Transcriptome
3.
Genome Biol ; 22(1): 139, 2021 05 06.
Article in English | MEDLINE | ID: mdl-33957932

ABSTRACT

Haplotype phase represents the collective genetic variation between homologous chromosomes and is an essential feature of non-haploid genomes. Here we describe a computational strategy to reliably determine complete whole-chromosome haplotypes using a combination of bulk long-range sequencing and Hi-C sequencing. We demonstrate that this strategy can resolve the haplotypes of parental chromosomes in diploid human genomes with high precision (>99%) and completeness (>98%) and assemble the syntenic structure of rearranged chromosomes in aneuploid cancer genomes at base pair level resolution. Our work enables direct interrogation of chromosome-specific alterations and chromatin reorganization using bulk DNA sequencing.


Subject(s)
Haplotypes/genetics , Sequence Analysis, DNA , Aneuploidy , Chromosomes, Human/genetics , Diploidy , Gene Dosage , Genetic Linkage , Genome, Human , Humans , Statistics as Topic
4.
Medicine (Baltimore) ; 94(39): e1512, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26426613

ABSTRACT

Respiratory syncytial virus (RSV) and human rhinovirus (HRV) respiratory infection in children induce production of inflammatory interleukins (ILs) in the respiratory epithelium. As IL(s) determine the severity of illness, the purpose of this study was to identify the pro-inflammatory IL(s) that could be predictor(s) of clinical severity. One hundred and fifteen patients <2 years old with bronchiolitis due to RSV and /or HRV and 38 controls were selected from a hospital and an outpatient clinic. Clinical data of all patients were recorded. Severity was defined by the number of days with oxygen need. Nasopharyngeal aspirates (NPA) were collected to perform viral diagnosis by quantitative reverse transcription and polymerase chain reaction (qRT-PCR) and to quantify ILs: TNF-α, IL-10, IL-6, IL-1ß, and IL-8, by flow cytometry. Simple and multiple regression and receiver operating characteristic (ROC) curves were used for statistical analysis. Of the patients selected 60 were single RSV, 28 RSV associated to HRV, and 27 single HRV. All patients (115) showed significantly higher IL levels when compared with controls. Levels of IL-6, IL-1ß, and IL-8 detected in NPA from RSV single and associated to HRV were significantly higher than HRV infected and positively associated with days requiring O2.Levels of IL-6, IL-1ß, and IL-8 detected in NPA from patients infected with RSV only or with both RSV and HRV are increased, and any of those 3 cytokines may have a predictive value for the number of days with need of supplemental oxygen.


Subject(s)
Bronchiolitis, Viral/metabolism , Interleukins/metabolism , Picornaviridae Infections/metabolism , Respiratory Syncytial Virus Infections/metabolism , Bronchiolitis, Viral/complications , Case-Control Studies , Child, Hospitalized , Female , Humans , Infant , Male , Picornaviridae Infections/complications , Respiratory Syncytial Virus Infections/complications , Severity of Illness Index
5.
Rev Med Chil ; 141(5): 574-81, 2013 May.
Article in Spanish | MEDLINE | ID: mdl-24089271

ABSTRACT

BACKGROUND: An increased inflammatory innate response may play a role in pathogenesis of respiratory syncytial virus (RSV) infection. AIM: To quantify pro-inflammatory cytokines (IL-6-IL-8, ÍL-2-P and TNF-a) in nasopharyngeal aspirate (NPA) and plasma, and plasma cortisol in previously healthy infants with RSV bronchiolitis. PATIENTS AND METHODS: We studied 49 infants aged less than one year of age with RSV bronchiolitis and 25 healthy controls. Severity was defined using a previously described modified score. We quantified interleukins in NPA and plasma by flow cytometry and plasma cortisol by radioimmunoanalysis. RESULTS: Among patients with RSV bronchiolitis, 25 were classified as severe and 24 as moderate or mild. Significantly higher levels of IL-6 and IL-8 in NPA and plasma and IL-lfi in NPA were found in children classified as severe, when compared to those with moderate or mild disease and controls. There was a positive correlation between IL-6 and cortisol in plasma (r = 0,55; p < 0,0001) and both were correlated with the severity of the disease. CONCLUSIONS: RSV bronchiolitis severity was associated with higher levéis of inflammatory interleukins and plasma cortisol.


Subject(s)
Bronchiolitis/blood , Hydrocortisone/blood , Interleukins/blood , Respiratory Syncytial Virus Infections/blood , Tumor Necrosis Factor-alpha/blood , Bronchiolitis/immunology , Bronchiolitis/virology , Case-Control Studies , Enzyme-Linked Immunosorbent Assay , Female , Humans , Infant , Male , Nasopharynx/virology , Respiratory Syncytial Virus Infections/immunology , Respiratory Syncytial Virus Infections/virology , Severity of Illness Index
6.
Rev. méd. Chile ; 141(5): 574-581, mayo 2013. graf, tab
Article in Spanish | LILACS | ID: lil-684364

ABSTRACT

Background: An increased inflammatory innate response may play a role in pathogenesis of respiratory syncytial virus (RSV) infection. Aim: To quantify pro-inflammatory cytokines (IL-6-IL-8, ÍL-2-P and TNF-a) in nasopharyngeal aspirate (NPA) and plasma, and plasma cortisol in previously healthy infants with RSV bronchiolitis. Patients and Methods: We studied 49 infants aged less than one year of age with RSV bronchiolitis and 25 healthy controls. Severity was defined using a previously described modified score. We quantified interleukins in NPA and plasma by flow cytometry and plasma cortisol by radioimmunoanalysis. Results: Among patients with RSV bronchiolitis, 25 were classified as severe and 24 as moderate or mild. Significantly higher levels ofIL-6 and IL-8 in NPA and plasma and IL-lfi in NPA were found in children classified as severe, when compared to those with moderate or mild disease and controls. There was a positive correlation between IL-6 and cortisol in plasma (r = 0,55; p < 0,0001) and both were correlated with the severity of the disease. Conclusions: RSV bronchiolitis severity was associated with higher levéis of inflammatory interleukins and plasma cortisol.


Subject(s)
Female , Humans , Infant , Male , Bronchiolitis/blood , Hydrocortisone/blood , Interleukins/blood , Respiratory Syncytial Virus Infections/blood , Tumor Necrosis Factor-alpha/blood , Bronchiolitis/immunology , Bronchiolitis/virology , Case-Control Studies , Enzyme-Linked Immunosorbent Assay , Nasopharynx/virology , Respiratory Syncytial Virus Infections/immunology , Respiratory Syncytial Virus Infections/virology , Severity of Illness Index
7.
Pediatrics ; 130(4): e804-11, 2012 Oct.
Article in English | MEDLINE | ID: mdl-23008453

ABSTRACT

OBJECTIVES: The majority of studies on glucocorticoid treatment in respiratory syncytial virus (RSV) bronchiolitis concluded that there are no beneficial effects. We hypothesized that RSV-infected patients may have an increased glucocorticoid receptor (GR) ß expression, the isoform that is unable to bind cortisol and exert an antiinflammatory action. METHODS: By using real-time polymerase chain reaction, we studied the expression of α and ß GR in the peripheral blood mononuclear cells obtained from 49 RSV-infected infants (<1 year of age) with severe (n = 29) and mild to moderate (n = 20) illness. In plasma, we analyzed the level of cortisol by radioimmunoassay and inflammatory cytokines interleukin (IL)-10, IL-6, tumor necrosis factor-α, IL-1ß, IL-8, IL-12p70, IL-2, IL-4, IL-5, interferon-γ, and IL-17 by cytometric beads assay. Statistical analysis was performed by nonparametric analysis of variance. RESULTS: We found a significant increase of ß GR expression in patients with severe illness compared with those with mild disease (P < .001) and with a group of healthy controls (P < .01). The α:ß GR ratio decreased significantly in infants with severe disease compared with those with mild illness (P < .01) and with normal controls (P < .001). The expression of ß GR was positively correlated with the clinical score of severity (r = .54; P < .0001). CONCLUSIONS: The decrease of the α:ß GR ratio by an increase of ß receptors expression is related to illness severity and may partly explain the insensitivity to corticoid treatment in RSV-infected infants. The increased expression of ß GR could be a marker of disease severity.


Subject(s)
Bronchiolitis, Viral/blood , Receptors, Glucocorticoid/blood , Respiratory Syncytial Virus Infections/blood , Analysis of Variance , Biomarkers/blood , Bronchiolitis, Viral/diagnosis , Bronchiolitis, Viral/drug therapy , Case-Control Studies , Cytokines/blood , Drug Resistance , Female , Flow Cytometry , Glucocorticoids/therapeutic use , Humans , Hydrocortisone/blood , Infant , Leukocyte Count , Male , Radioimmunoassay , Real-Time Polymerase Chain Reaction , Respiratory Syncytial Virus Infections/diagnosis , Respiratory Syncytial Virus Infections/drug therapy , Severity of Illness Index , Statistics, Nonparametric , Up-Regulation
8.
Pediatrics ; 117(5): e878-86, 2006 May.
Article in English | MEDLINE | ID: mdl-16618789

ABSTRACT

OBJECTIVE: Cellular immunity has classically been described as the defense mechanism for viral infections. The development of cellular or humoral immune responses will depend on a repertoire of cytokines produced by numerous cells, including CD4+ and CD8+ T cells. These lymphocytes can be subdivided into 2 subsets, T helper 1 (Th1) and Th2, on the basis of the cytokine profiles they synthesize. Type 1 T cells produce interferon gamma (IFN-gamma), an essential cytokine in the viral cell-mediated immune response. Th2 cells selectively produce interleukin 4 (IL-4) and IL-5 that participate in the development of humoral immunity and have a prominent role in immediate-type hypersensitivity. An imbalance in the Th1/Th2 cytokine immune response has been related to pathogenesis of the respiratory syncytial virus (RSV) bronchiolitis and to the severity of the infection. Glucocorticosteroids have a role in inhibiting the IFN-gamma response, acting directly on T cells or indirectly through IL-12. In this way, an increase in plasma cortisol would induce a decrease in the Th1 products with the imbalance between Th1/Th2 cytokines and a shift to Th2 response. We hypothesized that there is a relationship among endogenous cortisol response in acute RSV infection, severity of illness, and decreased Th1 cytokine response. METHODS: We studied 42 infants under 12 months of age during an acute RSV infection. Twenty-one infants with a median age of 6 months had a severe illness and required hospitalization, whereas 21 with mild diseases with a median age of 7 months were under ambulatory control. All of them had bronchial obstruction evidenced by wheezing and/or hyperinflation on chest radiograph and positive RSV antigen detected by indirect immunofluorescence in nasopharyngeal aspirates. The control group included 21 infants in good health matched by age and gender with median age of 6 months that required blood tests for minor surgery. They were evaluated during a non-RSV epidemic period. Heparinized blood was collected on enrollment from all participating children at 9 am for total leukocyte and differential cell count, determination of lymphocyte subsets, and for intracellular detection of cytokines in single cells; mononuclear cells were cultured to determine in the supernatant cytokine production. In addition, 1 mL of plasma was separated and kept frozen at -20 degrees C for cortisol assay. In the supernatant of the cultured peripheral blood mononuclear cells (PBMCs), we quantified IL-12, IFN-gamma, IL-4, IL-5, and IL-10. Lymphocyte phenotypes and CD4+ and CD8+ T cells with intracellular IL-4, IL-10, and IFN-gamma were analyzed by triple-color immunofluorescence of single cells on a FACScan flow cytometer. RESULTS: Infants with severe illness had significantly higher plasma cortisol levels than infants with mild disease, and in both groups of infected infants, those were higher than in the control group. A significantly decreased IL-12 and IFN-gamma production by PBMCs and a fall in the percentage of CD4+ T cells expressing IFN-gamma were observed only in the severely affected infants. IL-12 concentrations were 2 pg/mL in severe illness versus 13 pg/mL in mildly infected infants and 12 pg/mL in controls. PBMCs from infants with severe illness produced less IFN-gamma than mildly infected infants and than controls when compared with severe illness. No differences between the 3 groups of infants were observed during the acute phase of the disease for IL-4, IL-5, and IL-10. IL-12 and IFN-gamma production had an inverse correlation with plasma cortisol levels. During severe RSV bronchiolitis, infants developed lymphopenia, and significantly lower eosinophil counts and percentages and absolute counts of CD4+ and CD8+ T cells. Eighty days postinfection, all values had returned to normal levels. CONCLUSIONS: In this study, we demonstrate that during the acute phase of RSV infection, there is an increase in the level of plasma cortisol that is parallel to the decrease in IL-12 and IFN-gamma production. These findings suggest an association between increased plasma cortisol and a decreased Th1-type response. The increase in plasma cortisol was greater in infants with the more severe symptomatology in association with a lower level of IL-12 and IFN-gamma production. The potential causative role of endogenous cortisol in the imbalance of the Th1/Th2 response observed during severe RSV infection requires additional investigation. Our results suggest that the immunologic changes observed in the more severely ill patients may be partially explained by the increased levels of plasma cortisol. This finding should be taken into consideration when systemic steroids are prescribed to infants infected with the RSV because there is still controversy regarding the efficacy of systemic steroid use in severe bronchiolitis.


Subject(s)
Hydrocortisone/blood , Interferon-gamma/metabolism , Interleukin-12/metabolism , Respiratory Syncytial Virus Infections/immunology , Th1 Cells/immunology , Th2 Cells/immunology , Bronchiolitis, Viral/blood , Bronchiolitis, Viral/immunology , CD4 Lymphocyte Count , Humans , Infant , Respiratory Syncytial Virus Infections/blood
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