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1.
Methods Mol Biol ; 2779: 159-216, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38526787

RESUMO

High dimensional studies that include proliferation dyes face two inherent challenges in panel design. First, the more rounds of cell division to be monitored based on dye dilution, the greater the starting intensity of the labeled parent cells must be in order to distinguish highly divided daughter cells from background autofluorescence. Second, the greater their starting intensity, the more difficult it becomes to avoid spillover of proliferation dye signal into adjacent spectral channels, with resulting limitations on the use of other fluorochromes and ability to resolve dim signals of interest. In the third and fourth editions of this series, we described the similarities and differences between protein-reactive and membrane-intercalating dyes used for general cell tracking, provided detailed protocols for optimized labeling with each dye type, and summarized characteristics to be tested by the supplier and/or user when validating either dye type for use as a proliferation dye. In this fifth edition, we review: (a) Fundamental assumptions and critical controls for dye dilution proliferation assays; (b) Methods to evaluate the effect of labeling on cell growth rate and test the fidelity with which dye dilution reports cell division; and. (c) Factors that determine how many daughter generations can be accurately included in proliferation modeling. We also provide an expanded section on spectral characterization, using data collected for three protein-reactive dyes (CellTrace™ Violet, CellTrace™ CFSE, and CellTrace™ Far Red) and three membrane-intercalating dyes (PKH67, PKH26, and CellVue® Claret) on three different cytometers to illustrate typical decisions and trade-offs required during multicolor panel design. Lastly, we include methods and controls for assessing regulatory T cell potency, a functional assay that incorporates the "know your dye" and "know your cytometer" principles described herein.


Assuntos
Rastreamento de Células , Corantes Fluorescentes , Citometria de Fluxo/métodos , Proliferação de Células/fisiologia , Divisão Celular , Rastreamento de Células/métodos
2.
Methods Mol Biol ; 2779: 353-367, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38526794

RESUMO

Flow cytometry (FC) is routinely used for hematological disease diagnosis and monitoring. Advancement in this technology allows us to measure an increasing number of markers simultaneously, generating complex high-dimensional datasets. However, current analytic software and methods rely on experienced analysts to perform labor-intensive manual inspection and interpretation on a series of 2-dimensional plots via a complex, sequential gating process. With an aggravating shortage of professionals and growing demands, it is very challenging to provide the FC analysis results in a fast, accurate, and reproducible way. Artificial intelligence has been widely used in many sectors to develop automated detection or classification tools. Here we describe a type of machine learning method for developing automated disease classification and residual disease monitoring on clinical flow datasets.


Assuntos
Inteligência Artificial , Aprendizado de Máquina , Citometria de Fluxo/métodos , Software , Tecnologia
3.
Bone Marrow Transplant ; 59(3): 334-343, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38110620

RESUMO

Identifying plasma biomarkers early after allo-HCT may become crucial to prevent and treat severe aGvHD. We utilized samples from 203 allo-HCT patients selected from the Blood & Marrow Transplant Clinical Trials Network (BMT CTN) to identify new biomarker models to predict aGvHD and overall mortality. Two new biomarkers (Gal-3 and LAG-3), and previously identified biomarkers (ST2/IL33R, IL6, Reg3A, PD-1, TIM-3, TNFR1) were screened. Increased Gal-3 levels measured at Day +7 post-transplant predicted the development of aGvHD (grade 2-4) in the total population [AUC: 0.602; P = 0.045] while higher Day +14 levels predicted overall mortality due to toxicity among patients receiving reduced intensity conditioning [P = 0.028] but not myeloablative conditioning. Elevated LAG-3 levels (Day +21) were associated with less severe aGvHD [159.1 ng/mL vs 222.0 ng/mL; P = 0.046]. We developed a model utilizing Gal-3, LAG-3, and PD-1 levels at Days +14 and +21 with an improved performance to predict aGvHD and overall non-relapse mortality. We confirmed four informative biomarkers (Reg3A, ST2, TIM-3, and TNFR1) predict severe aGvHD at day +14 and day +21 (grade 3-4). In conclusion, the combination of Gal-3 alone or in combination with LAG-3, and PD-1 is a new informative model to predict aGvHD development and overall non-relapse mortality after allo-HCT.


Assuntos
Doença Enxerto-Hospedeiro , Transplante de Células-Tronco Hematopoéticas , Humanos , Galectina 3 , Receptor Celular 2 do Vírus da Hepatite A , Receptor de Morte Celular Programada 1 , Proteína 1 Semelhante a Receptor de Interleucina-1 , Receptores Tipo I de Fatores de Necrose Tumoral , Biomarcadores , Bancos de Espécimes Biológicos
4.
J Immunother Cancer ; 11(11)2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37963636

RESUMO

BACKGROUND: Presence of cytotoxic T lymphocytes (CTL) in the tumor microenvironment (TME) predicts the effectiveness of cancer immunotherapies. The ability of toll-like receptor 3 (TLR3) ligands, interferons (IFNs) and COX2 inhibitors to synergistically induce CTL-attracting chemokines (but not regulatory T cell (Treg)-attractants) in the TME, but not in healthy tissues, observed in our preclinical studies, suggested that their systemic application can reprogram local TMEs. METHODS: Six evaluable patients (33-69 years) with metastatic triple-negative breast cancer received six doses of systemic chemokine-modulating (CKM) regimen composed of TLR3 ligand (rintatolimod; 200 mg; intravenous), IFN-α2b (20 MU/m2; intravenous) and COX2 inhibitor (celecoxib; 2×200 mg; oral) over 2 weeks. The predetermined primary endpoint was the intratumoral change in the expression of CTL marker, CD8α, in the post-CKM versus pre-CKM tumor biopsies. Patients received follow-up pembrolizumab (200 mg, intravenously, every 3 weeks), starting 3-8 days after completion of CKM. RESULTS: Post-CKM biopsies showed selectively increased CTL markers CD8α (average 10.2-fold, median 5.5-fold, p=0.034) and granzyme B (GZMB; 6.1-fold, median 5.8-fold, p=0.02), but not FOXP3 (Treg marker) relative to HPRT1 expression, resulting in the increases in average CD8α/FOXP3 ratio and GZMB/FOXP3 ratio. CKM increased intratumoral CTL-attractants CCL5 and CXCL10, but not Treg-attractants CCL22 or CXCL12. In contrast, CD8+ T cells and their CXCR3+ subset showed transient decreases in blood. One clinical response (breast tumor autoamputation) and three stable diseases were observed. The patient with clinical response remains disease free, with a follow-up of 46 months as of data cut-off. CONCLUSIONS: Short-term systemic CKM selectively increases CTL numbers and CTL/Treg ratios in the TME, while transiently decreasing CTL numbers in the blood. Transient effects of CKM suggest that its simultaneous application with checkpoint blockade and other forms of immunotherapy may be needed for optimal outcomes.


Assuntos
Neoplasias da Mama , Linfócitos T Citotóxicos , Humanos , Feminino , Linfócitos T Citotóxicos/metabolismo , Linfócitos T CD8-Positivos/metabolismo , Neoplasias da Mama/patologia , Receptor 3 Toll-Like/metabolismo , Microambiente Tumoral , Ligantes , Interferon-alfa/metabolismo , Fatores de Transcrição Forkhead/metabolismo
5.
J Immunother Cancer ; 11(4)2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-37080610

RESUMO

BACKGROUND: Studies evaluating peripheral patient samples show radiation can modulate immune responses, yet the biological changes in human tumors particularly at the cellular level remain largely unknown. Here, we address how radiation treatment shapes the immune compartment and interactions with cancer cells within renal cell carcinoma (RCC) patient tumors. METHODS: To identify how radiation shaped the immune compartment and potential immune interactions with tumor cells we evaluated RCC tumors from patients treated only with nephrectomy or with radiation followed by nephrectomy. Spectral flow cytometry using a 35-marker panel was performed on cell suspensions to evaluate protein expression within immune subsets. To reveal how radiation alters programming of immune populations and interactions with tumor cells, we examined transcriptional changes by single-cell RNA sequencing (scRNAseq). RESULTS: Spectral flow cytometry analysis revealed increased levels of early-activated as well as effector programmed cell death protein-1 (PD-1)+ CD8 T-cell subsets within irradiated tumors. Following quality control, scRNAseq of tumor samples from nephrectomy-only or radiation followed by nephrectomy-treated patients generated an atlas containing 34,626 total cells. Transcriptional analysis revealed increased transition from stem-like T-cell populations to effector T cells in irradiated tumors. Interferon (IFN) pathways, that are central to radiation-induced immunogenicity, were enriched in irradiated lymphoid, myeloid, and cancer cell populations. Focused cancer cell analysis showed enhanced antigen presentation and increased predicted TRAIL-mediated and IFN-mediated interactions between tumor cells and the same effector T-cell subsets increased by radiation. TRAIL and IFN pathways enriched in irradiated tumors were associated with survival in patients treated with immunotherapy. CONCLUSIONS: These findings identify the source of IFN enrichment within irradiated RCC and reveal heightened levels of PD-1+ CD8+ T-cell subsets and increased probability of interactions with tumor cells following standalone radiation treatment. This study provides a window into the irradiated tumor-immune microenvironment of patients and rationale for treatment combinations.


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Humanos , Carcinoma de Células Renais/patologia , Receptor de Morte Celular Programada 1/metabolismo , Subpopulações de Linfócitos T , Imunoterapia , Microambiente Tumoral
6.
Blood Adv ; 7(5): 718-733, 2023 03 14.
Artigo em Inglês | MEDLINE | ID: mdl-35868022

RESUMO

Spatial heterogeneity is a common phenomenon in metastatic solid tumors and an evolving concept in multiple myeloma (MM). The interplay between malignant plasma cells (PCs) and the microenvironment has not yet been analyzed in MM. For this purpose, we performed bone marrow aspirates and imaging-guided biopsies of corresponding lesions in newly diagnosed MM (NDMM) and relapsed/refractory MM (RRMM) patients. PCs were isolated and subjected to whole-exome sequencing (WES). Non-PCs were studied with next-generation flow (NGF) and T-cell receptor sequencing (TCRseq) to analyze the connection between malignant and nonmalignant cells in the bone marrow and in lesions. Although we observed a strong overlap from WES, NGF, and TCRseq in patients with intramedullary disease, WES revealed significant spatial heterogeneity in patients with extramedullary disease. NGF showed significant immunosuppression in RRMM compared with NDMM as indicated by fewer myeloid dendritic cells, unswitched memory B cells, Th9 cells, and CD8 effector memory T cells but more natural killer and regulatory T cells. Additionally, fewer T-cell receptor (TCR) sequences were detected in RRMM compared with NDMM and healthy individuals. After induction therapy, TCR repertoire richness increased to levels of healthy individuals, and NGF showed more regulatory T cells and myeloid-derived suppressor cells, regardless of depth of response. Clinical significance of imaging-guided biopsies of lesions was demonstrated by detection of monoclonal PCs in patients without measurable residual disease (MRD) in aspirates from the iliac crest as well as identification of secondary primary malignancies in MRD- patients. Furthermore, site-specific clones with different drug susceptibilities and genetically defined high-risk features were detected by our workflow.


Assuntos
Mieloma Múltiplo , Neoplasias de Plasmócitos , Humanos , Mieloma Múltiplo/tratamento farmacológico , Medula Óssea/patologia , Plasmócitos/patologia , Microambiente Tumoral
7.
Cytometry B Clin Cytom ; 102(5): 337-341, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-36106576
8.
Front Oncol ; 12: 958043, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35992783

RESUMO

Background: CIMAvax-EGF is an epidermal growth factor (EGF)-depleting immunotherapy which has shown survival benefit as a switch maintenance treatment after platinum-based chemotherapy in advanced non-small cell lung cancer (NSCLC). The primary objective of this trial is to establish the safety and recommended phase II dose (RP2D) of CIMAvax-EGF in combination with nivolumab as second-line therapy for NSCLC. Methods: Patients with immune checkpoint inhibitor-naive metastatic NSCLC were enrolled using a "3+3" dose-escalation design. Toxicities were graded according to CTCAE V4.03. Thirteen patients (one unevaluable), the majority with PD-L1 0%, were enrolled into two dose levels of CIMAvax-EGF. Findings: The combination was determined to be safe and tolerable. The recommended phase 2 dose of CIMAvax-EGF was 2.4 mg. Humoral response to CIMAvax-EGF was achieved earlier and in a greater number of patients with the combination compared to historical control. Four out of 12 evaluable patients had an objective response.

9.
Cytometry A ; 101(11): 970-983, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-35716345

RESUMO

Acute myeloid leukemia (AML) measurable residual disease (MRD) evaluated by multiparametric flow cytometry (MFC) is a surrogate for progression-free and overall survival in clinical trials and patient management. Due to the limited number of detection channels available in conventional flow cytometers, panels used for assessing AML MRD are typically split into multiple tubes. This cripples the simultaneous and correlated assessment of all myeloblast measurements. In response, we prototyped a single-tube 27-color MFC assay for the evaluation of AML MRD, incorporating all recommended markers. Marrow aspirates from 22 patients were processed for analysis using full spectrum flow cytometry (FSFC). The signal resolution of each marker was compared between samples stained with single antibody vs. the fully stained panel. The analytical accuracy for quantifying hematopoietic cells between our established 8-color assay and the new 27-color method were compared. Variations within an operator and between separate operators were assessed to evaluate the assays reproducibility. The limited of blank (LOB), limit of detection (LOD), and lower limit of quantification (LLOQ) of the 27-color method were empirically determined using limiting dilution experiments. The stability of antibody cocktails over a period of 120 h was also studied using cryopreserved marrow cells. The stain indices for all antibodies were lower in the fully stained panel compared to cells stained with one antibody but clear separations between negative and positive signals were achieved for all antibodies. Our results demonstrated a high concordance between the established 8-color method and the new 27-color assay for enumerating myeloblasts and MRD interpretation within and between operators. The data further showed that the single-tube 27-color assay easily achieved the minimum required detection sensitivity of 0.1%. When antibodies were combined, however, expression intensity of some antigens deteriorated significantly when stored. Our single-tube 27-color panel is a suitable, high sensitivity flow cytometric approach that can be used for AML MRD testing, which improves the correlation of aberrant antigens and detection of asynchronous differentiation patterns. Based on the stability study, we recommend the full panel be made prior to staining.


Assuntos
Leucemia Mieloide Aguda , Humanos , Reprodutibilidade dos Testes , Neoplasia Residual/diagnóstico , Leucemia Mieloide Aguda/diagnóstico , Citometria de Fluxo/métodos , Medula Óssea , Anticorpos
10.
Rheumatology (Oxford) ; 61(10): 4155-4162, 2022 10 06.
Artigo em Inglês | MEDLINE | ID: mdl-35108379

RESUMO

OBJECTIVES: The Scleroderma: Cyclophosphamide or Transplantation (SCOT) trial compared hematopoietic stem cell transplant to CYC treatment in patients with early SSc with progressive skin and lung or kidney involvement. Here we describe lymphocyte phenotype abnormalities at study entry and the relation to prior DMARD therapy. METHODS: Lymphocyte subsets (n = 26) measured by flow cytometry were compared in 123 heathy controls and 71 SCOT participants, including those given (n = 57) or not given (n = 14) DMARDs within 12 months of randomization. RESULTS: Compared with healthy controls, individuals with SSc showed significant reductions in central memory CD8 T cells, activated total and CD4 T cells, γ/δ T cells, memory B cells, myeloid and plasmacytoid dendritic cells and FOXP3+CD25+ Treg cells and increases in naïve CD4 T cells, effector memory CD4 T cells and effector CD8 T cells. A greater bias towards a IL-4+ Th2/T cytotoxic 2 (Tc2) phenotype based on the Th2:Th1 CD4 ratio and Tc2:Tc1 CD8 T cells was also found. Notably, no difference in any lymphocyte subset was observed between those given or not given prior DMARDs. CONCLUSIONS: In patients with early, severe SSc, significant lymphocyte subset abnormalities were observed. Prior treatment with immunosuppressive therapy did not impact the immunophenotype, suggesting that lymphocyte disturbances in scleroderma appeared to be due to the disease itself. TRIAL REGISTRATION: ClinicalTrials.gov (https://clinicaltrials.gov), NCT00114530.


Assuntos
Antirreumáticos , Células Th1 , Linfócitos T CD8-Positivos , Ciclofosfamida/uso terapêutico , Fatores de Transcrição Forkhead , Terapia de Imunossupressão , Imunossupressores/uso terapêutico , Interleucina-4 , Subpopulações de Linfócitos , Fenótipo , Subpopulações de Linfócitos T , Células Th2
11.
Cancer ; 128(8): 1595-1604, 2022 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-35157306

RESUMO

BACKGROUND: Ofatumumab is a humanized type 1 anti-CD20 monoclonal antibody. Preclinical studies show improved complement-mediated cytotoxicity (CMC) compared to rituximab in mantle cell lymphoma (MCL). This study evaluates the safety and efficacy of combining ofatumumab with HyperCVAD/MA (O-HyperCVAD) in newly diagnosed MCL. METHODS: In this single-arm phase 2 study, 37 patients were treated with the combination of O-HyperCVAD for 4 or 6 cycles, followed by high dose chemotherapy and autologous stem cell transplant. Primary objectives were overall response rate (ORR) and complete response (CR) rate at the end of therapy. Secondary objectives included minimal residual disease (MRD) negativity, progression-free survival (PFS), and overall survival (OS). RESULTS: Median age was 60 years; ORR was 86% and 73% achieved a CR by modified Cheson criteria. The MRD negativity rate was 78% after 2 cycles of therapy, increasing to 96% at the end of induction; median PFS and OS were 45.5 months and 56 months, respectively. Achieving a post-induction CR by both imaging and flow cytometry was associated with improved PFS and OS. Early MRD negativity (post-2 cycles) was also associated with an improved PFS but not OS. There were 3 deaths while on therapy, and grades 3 and 4 adverse events (AEs) were observed in 22% and 68% of the patients. CONCLUSION: The addition of ofatumumab to HyperCVAD/HD-MA led to high rates of MRD negativity by flow cytometry in patients with newly diagnosed MCL. Achieving a CR post-induction by both imaging and flow cytometry is associated with improved overall survival.


Assuntos
Anticorpos Monoclonais Humanizados , Linfoma de Célula do Manto , Adulto , Anticorpos Monoclonais Humanizados/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Humanos , Linfoma de Célula do Manto/terapia , Pessoa de Meia-Idade , Neoplasia Residual/diagnóstico , Rituximab
12.
Blood Cancer J ; 12(2): 27, 2022 02 10.
Artigo em Inglês | MEDLINE | ID: mdl-35145071

RESUMO

Measuring response among patients with multiple myeloma is essential for the care of patients. Deeper responses are associated with better progression free survival (PFS) and overall survival (OS). To test the hypothesis that Mass-Fix, a mass spectrometry-based means to detect monoclonal proteins, is superior to existing methodologies to predict for survival outcomes, samples from the STAMINA trial (NCT01109004), a trial comparing three transplant approaches, were employed. Samples from 575 patients from as many as three time points (post-induction [post-I; pre-maintenance [pre-M]; 1 year post enrollment [1YR]) were tested when available. Four response parameters were assessed: Mass-Fix, serum immunofixation, complete response, and measurable residual disease (MRD) by next generation flow cytometry. Of the four response measures, only MRD and Mass-Fix predicted for PFS and OS at multiple testing points on multivariate analyses. Although MRD drove Mass-Fix from the model for PFS at post-I and pre-M, 1YR Mass-Fix was independent of 1YR MRD. For OS, the only prognostic pre-I measure was Mass-Fix, and the only 1YR measures that were prognostic on multivariate analysis were 1YR MRD and 1YR Mass-Fix. SIFE and CR were not. Mass-Fix is a powerful means to track response.


Assuntos
Mieloma Múltiplo , Humanos , Diterpenos , Citometria de Fluxo/métodos , Mieloma Múltiplo/diagnóstico , Mieloma Múltiplo/tratamento farmacológico , Neoplasia Residual/diagnóstico , Prognóstico , Intervalo Livre de Progressão , Resultado do Tratamento
13.
Nat Commun ; 13(1): 807, 2022 02 10.
Artigo em Inglês | MEDLINE | ID: mdl-35145077

RESUMO

Osteolytic lesions (OL) characterize symptomatic multiple myeloma. The mechanisms of how malignant plasma cells (PC) cause OL in one region while others show no signs of bone destruction despite subtotal infiltration remain unknown. We report on a single-cell RNA sequencing (scRNA-seq) study of PC obtained prospectively from random bone marrow aspirates (BM) and paired imaging-guided biopsies of OL. We analyze 148,630 PC from 24 different locations in 10 patients and observe vast inter- and intra-patient heterogeneity based on scRNA-seq analyses. Beyond the limited evidence for spatial heterogeneity from whole-exome sequencing, we find an additional layer of complexity by integrated analysis of anchored scRNA-seq datasets from the BM and OL. PC from OL are characterized by differentially expressed genes compared to PC from BM, including upregulation of genes associated with myeloma bone disease like DKK1, HGF and TIMP-1 as well as recurrent downregulation of JUN/FOS, DUSP1 and HBB. Assessment of PC from longitudinally collected samples reveals transcriptional changes after induction therapy. Our study contributes to the understanding of destructive myeloma bone disease.


Assuntos
Heterogeneidade Genética , Genômica , Mieloma Múltiplo/genética , Mieloma Múltiplo/metabolismo , Doenças Ósseas/genética , Medula Óssea/metabolismo , Análise por Conglomerados , Regulação Neoplásica da Expressão Gênica , Humanos , Mieloma Múltiplo/patologia , Plasmócitos , Sequenciamento do Exoma
14.
Cytometry B Clin Cytom ; 102(2): 88-106, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35005838

RESUMO

BACKGROUND: Multiple myeloma (MM) measurable residual disease (MRD) evaluated by flow cytometry is a surrogate for progression-free and overall survival in clinical trials. However, analysis and reporting between centers lack uniformity. We designed and evaluated a consensus protocol for MM MRD analysis to reduce inter-laboratory variation in MM MRD reporting. METHODS: Seventeen participants from 13 countries performed blinded analysis of the same eight de-identified flow cytometry files from patients with/without MRD using their own method (Stage 1). A consensus gating protocol was then designed following survey and discussions, and the data re-analyzed for MRD and other bone marrow cells (Stage 2). Inter-laboratory variation using the consensus strategy was reassessed for another 10 cases and compared with earlier results (Stage 3). RESULTS: In Stage 1, participants agreed on MRD+/MRD- status 89% and 68% of the time respectively. Inter-observer variation was high for total numbers of analyzed cells, total and normal plasma cells (PCs), limit of detection, lower limit of quantification, and enumeration of cell populations that determine sample adequacy. The identification of abnormal PCs remained relatively consistent. By consensus method, average agreement on MRD- status improved to 74%. Better consistency enumerating all parameters among operators resulted in near-unanimous agreement on sample adequacy. CONCLUSION: Uniform flow cytometry data analysis substantially reduced inter-laboratory variation in reporting multiple components of the MM MRD assay. Adoption of a harmonized approach would meet an important need for conformity in reporting MM MRD for clinical trials, and wider acceptance of MM MRD as a surrogate clinical endpoint.


Assuntos
Mieloma Múltiplo , Análise de Dados , Citometria de Fluxo/métodos , Humanos , Neoplasia Residual/diagnóstico , Plasmócitos
15.
Int J Lab Hematol ; 43 Suppl 1: 43-53, 2021 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-34288449

RESUMO

Multiple myeloma (MM) is a heterogeneous group of mature B-cell diseases that are typically characterized by the presence and accumulation of abnormal plasma cells (PCs), which results in the excess production of monoclonal immunoglobulin and/or light chain found in the serum and/or urine. Multiparametric flow cytometry (MFC) is an indispensable tool to supplement the diagnosis, classification and monitoring of the disease due to its high patient applicability, excellent sensitivity and encouraging results from various clinical trials. In this regard, minimal or, more appropriately, measurable residual disease (MRD) negativity by MFC has been recognized as a powerful predictor of favourable long-term outcomes. Before flow cytometry can be effectively implemented in the clinical setting for MM MRD testing, sample preparation, panel configuration, analysis and gating strategies must be optimized to ensure accurate results. This manuscript will discuss the current consensus guidelines for flow cytometric processing of samples and reporting of results for MM MRD testing. We also discuss alternative approaches to detect plasma cells in the presence of daratumumab treatment. Finally, there is a lack of information describing the subclonal distribution of myeloma cells based on their protein expression. The advent of high-dimensional analysis may assist in following the evolution of antigen expression patterns on abnormal plasma cells in patients with relapsed/refractory disease. This in turn can help identify clonal subtypes that are more aggressive for potential informed decision. An analysis using t-SNE to identify the emergence of PCs subclones by MFC, along with the analysis of their immunophenotypic profiles are presented as a future perspective.


Assuntos
Citometria de Fluxo , Imunofenotipagem , Mieloma Múltiplo/diagnóstico , Neoplasia Residual/diagnóstico , Biomarcadores Tumorais , Análise de Dados , Citometria de Fluxo/métodos , Citometria de Fluxo/normas , Humanos , Imunofenotipagem/métodos , Imunofenotipagem/normas , Guias de Prática Clínica como Assunto , Reprodutibilidade dos Testes , Projetos de Pesquisa , Sensibilidade e Especificidade , Manejo de Espécimes/métodos , Manejo de Espécimes/normas
16.
Am J Reprod Immunol ; 85(3): e13343, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-32905653

RESUMO

PROBLEM: Previous studies identified circulating CD14+ HLA-DRlo/- monocytic cells as an immune suppressive subset in solid malignancies, such as prostate, renal cell carcinoma, and pancreatic cancer. Such monocytic cells have been implicated not only in tumour progression but also as a potential barrier for immunotherapy. This study examined the relationship between the frequency of circulating monocytic cells and epithelial ovarian cancer (EOC) progression pre- and post-frontline chemotherapy, defined by disease stage, which is a leading prognostic factor for this malignancy. METHOD OF STUDY: Incident cases of 236 women with EOC were recruited and comprehensive flow cytometry was utilized to assess the frequency of peripheral blood CD33+ CD11b+ HLA-DR-/low CD14+ CD15- monocytic cells, henceforth termed CD14+ HLA-DRlo/- monocytic cells, prior to and after completion of frontline chemotherapy. Multivariable odds ratios (OR) were used to estimate the association between CD14+ HLA-DRlo/- monocytic cell percentages and disease stage. Wilcoxon signed-rank tests evaluated changes in these monocytic cell levels pre- and post-chemotherapy in a patient subset (n = 70). RESULTS: Patients with elevated frequencies of circulating CD14+ HLA-DRlo/- monocytic cells at diagnosis were at 3.33-fold greater odds of having advanced stage (III/IV) EOC (CI: 1.04-10.64), with a significant trend in increasing CD14+ HLA-DRlo/- monocytic cell levels (P = .04). There was a 2.02% median decrease of these monocytic cells post-chemotherapy among a subset of patients with advanced stage disease (P < .0001). CONCLUSION: These findings support the potential clinical relevance of CD14+ HLA-DRlo/- monocytic cells in EOC for prognosis and may indicate a non-invasive biomarker to measure disease progression.


Assuntos
Células Epiteliais/patologia , Imidas/imunologia , Neoplasias Ovarianas/imunologia , Polifosfatos/imunologia , Idoso , Biomarcadores , Carcinogênese , Progressão da Doença , Feminino , Antígenos HLA-DR/metabolismo , Humanos , Tolerância Imunológica , Receptores de Lipopolissacarídeos/metabolismo , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Neoplasias Ovarianas/diagnóstico , Prognóstico
17.
Cytometry B Clin Cytom ; 100(4): 497-508, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33017079

RESUMO

BACKGROUND: Daratumumab is an anti-CD38 immunotherapeutic drug that has increasingly been used to treat patients with heavily pre-treated and relapsed/refractory multiple myeloma. In so doing, the detection of CD38 antigen on plasma cells by flow cytometry is impeded. We hypothesized that alternative markers can be used in place or in addition to CD38 when detecting plasma cells post-treated with daratumumab. METHODS: A total of 16 alternative markers were tested using 22 bone marrow aspirates from patients with plasma cell neoplasm. The ability of selected markers to discern plasma cells from other hematopoietic cells were evaluated. The stability of tested markers when stored at 4 or 25°C after T = 0, 24, 48, and 72 h was also established. Finally, selected markers were incorporated into a panel used for monitoring multiple myeloma measurable residual disease to test their utility to identify plasma cells in the presence of daratumumab and/or elotuzumab (anti-CD319) drugs. RESULTS: Out of the 16 tested markers, CD319, CD54, CD229, CD317, and p63 were expressed by >90% of the plasma cells. Only CD319, CD54, and CD229 achieved 100% detection sensitivity. Further analysis showed that CD319 was better than CD229 and CD54 at resolving plasma cells from background hematopoietic cells, with CD54 being the worst (resolution metric, mean ± SD: CD319 [2.04 ± 0.86]; CD229 [1.47 ± 0.45]; and CD54 [1.22 ± 0.60]). CD229 was expressed by >90% of T lymphocytes, whereas CD319 was expressed preferentially by the CD8+ T cells and less frequently in CD4+ T cells. Additionally, CD229 was found on >60% of B and NK cells, as well as minor subsets of monocytes and granulocytes. CD319 was expressed on most NK cells and a minor subset of B cells, granulocytes, and monocytes. Even though CD229 and CD319 were expressed by different leukocyte subsets, their expression levels were highest on plasma cells. The expression of CD138 on plasma cells was significantly lower after storage at 4°C, while the expression levels of CD38, CD229, and CD319 remained stable at 4 or 25°C. Using limiting dilution experiments, the treatment of cells with daratumumab severely impeded the detection of CD38 antigen on plasma cells, whereas elotuzumab treatment did not block detection of CD319 on plasma cells. CONCLUSIONS: CD319 is a suitable alternative to CD38 for identifying plasma cells. Our results showed that a panel used for monitoring multiple myeloma measurable residual disease could be modified by using CD319 alone or in combination with CD38 to detect PCs in daratumumab or elotuzumab treated patients.


Assuntos
Biomarcadores Tumorais/sangue , Mieloma Múltiplo/tratamento farmacológico , Neoplasias de Plasmócitos/sangue , Família de Moléculas de Sinalização da Ativação Linfocitária/sangue , ADP-Ribosil Ciclase 1/antagonistas & inibidores , Adolescente , Adulto , Anticorpos Monoclonais/efeitos adversos , Anticorpos Monoclonais/sangue , Anticorpos Monoclonais Humanizados/efeitos adversos , Anticorpos Monoclonais Humanizados/sangue , Feminino , Citometria de Fluxo/métodos , Regulação Neoplásica da Expressão Gênica/genética , Granulócitos/metabolismo , Granulócitos/patologia , Humanos , Imunofenotipagem/métodos , Molécula 1 de Adesão Intercelular/sangue , Masculino , Pessoa de Meia-Idade , Monócitos/metabolismo , Monócitos/patologia , Mieloma Múltiplo/sangue , Mieloma Múltiplo/patologia , Neoplasias de Plasmócitos/patologia , Plasmócitos/efeitos dos fármacos , Plasmócitos/patologia , Adulto Jovem
18.
Clin Cancer Res ; 27(1): 87-95, 2021 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-33127652

RESUMO

PURPOSE: Increased ß-adrenergic receptor (ß-AR) signaling has been shown to promote the creation of an immunosuppressive tumor microenvironment (TME). Preclinical studies have shown that abrogation of this signaling pathway, particularly ß2-AR, provides a more favorable TME that enhances the activity of anti-PD-1 checkpoint inhibitors. We hypothesize that blocking stress-related immunosuppressive pathways would improve tumor response to immune checkpoint inhibitors in patients. Here, we report the results of dose escalation of a nonselective ß-blocker (propranolol) with pembrolizumab in patients with metastatic melanoma. PATIENTS AND METHODS: A 3 + 3 dose escalation study for propranolol twice a day with pembrolizumab (200 mg every 3 weeks) was completed. The primary objective was to determine the recommended phase II dose (RP2D). Additional objectives included safety, antitumor activity, and biomarker analyses. Responders were defined as patients with complete or partial response per immune-modified RECIST at 6 months. RESULTS: Nine patients with metastatic melanoma received increasing doses of propranolol in cohorts of 10, 20, and 30 mg twice a day. No dose-limiting toxicities were observed. Most common treatment-related adverse events (TRAEs) were rash, fatigue, and vitiligo, observed in 44% patients. One patient developed two grade ≥3 TRAEs. Objective response rate was 78%. While no significant changes in treatment-associated biomarkers were observed, an increase in IFNγ and a decrease in IL6 was noted in responders. CONCLUSIONS: Combination of propranolol with pembrolizumab in treatment-naïve metastatic melanoma is safe and shows very promising activity. Propranolol 30 mg twice a day was selected as RP2D in addition to pembrolizumab based on safety, tolerability, and preliminary antitumor activity.


Assuntos
Anticorpos Monoclonais Humanizados/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Melanoma/tratamento farmacológico , Propranolol/efeitos adversos , Neoplasias Cutâneas/tratamento farmacológico , Antagonistas Adrenérgicos beta/administração & dosagem , Antagonistas Adrenérgicos beta/efeitos adversos , Adulto , Idoso , Anticorpos Monoclonais Humanizados/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Feminino , Humanos , Masculino , Melanoma/diagnóstico , Melanoma/imunologia , Melanoma/secundário , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Propranolol/administração & dosagem , Critérios de Avaliação de Resposta em Tumores Sólidos , Neoplasias Cutâneas/diagnóstico , Neoplasias Cutâneas/imunologia , Neoplasias Cutâneas/patologia , Evasão Tumoral/efeitos dos fármacos , Microambiente Tumoral/efeitos dos fármacos , Microambiente Tumoral/imunologia
19.
Biol Blood Marrow Transplant ; 26(11): 2147-2154, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32721522

RESUMO

Previous studies have reported a beneficial effect from cytomegalovirus (CMV) reactivation after allogeneic hematopoietic stem cell transplantation (alloHCT) on immune reconstitution. We determined the CMV antigenemia level associated with increased CMV antigen-specific T cells (CASTs) at day +100 and decreased CMV reactivation after day +100. CMV reactivation and CASTs were measured with CMV antigenemia and CMV-specific major histocompatibility complex multimers. The analysis consisted of 775 CAST measurements obtained before and 30, 100, and 365 days post-alloHCT from 327 consecutive patients treated between 2008 and 2016. Detectable CASTs correlated with recipient (P < .0001) and donor (P < .0001) CMV seropositivity pre-alloHCT. CMV reactivation before day +100 was associated with a higher proportion of patients who achieved ≥3 CASTs/µL by day +100 (61% with versus 39% without reactivation, P < .001). In alloHCT recipients at high risk for CMV reactivation (R+D±) with a maximum of grade II acute graft-versus-host-disease, reactivating CMV before day +100 and achieving ≥3 versus <3 CASTs/µL at day +100 was associated with reduced CMV reactivation from day +100 to +365 (27% versus 62%, P = .04). This protective effect was observed with low-level but not high-level CMV reactivation (<5 versus ≥5/50,000 polymorphonuclear leukocytes + pp65, respectively). These findings suggest low-level CMV reactivation may be beneficial and that treatment may be delayed until progression. These findings will need validation in prospective clinical trials using CMV PCR and antigenemia assays.


Assuntos
Infecções por Citomegalovirus , Transplante de Células-Tronco Hematopoéticas , Citomegalovirus , Humanos , Estudos Prospectivos , Linfócitos T , Transplante Homólogo
20.
Bone Marrow Transplant ; 55(1): 77-85, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31227776

RESUMO

This is the first longitudinal study of immune profiles and autologous hematopoietic cell transplant (AHCT) survival in B-cell non-Hodgkin lymphoma (B-NHL) patients and the effect of plerixafor mobilization on immune reconstitution in this population. A comprehensive immunophenotyping panel was performed in 104 consecutive adult B-NHL patients (58% diffuse large B cell and 42% mantle cell) who received AHCT (1/2008-11/2014), at a median of 28 days pre-AHCT (N = 104) and Day +100 (N = 83) post-AHCT. Median follow-up post-AHCT was 61 months (range: 8-120 months). Compared to patients mobilized with filgrastim and plerixafor, patients mobilized with filgrastim alone had a higher proportion of CD4+ naïve (p = 0.006) and CD8+ central memory T-cells (p = 0.006) pre-AHCT. For patients transplanted in complete remission (CR), a higher proportion of CD8+ effector memory T-cells pre-AHCT was associated with worse progression-free survival (PFS; p < 0.01) and overall survival (OS; p < 0.01). A higher ratio of CD8:CD4+ central memory T-cells pre-AHCT was associated with worse PFS (p < 0.0001) and OS (p = 0.0034). This same ratio measured post-AHCT among patients in CR on Day +100 was associated with worse and OS (p = 0.008) but not PFS (p = not significant). These immune subsets are complementary biomarkers which identify patients transplanted in CR who have poor survival prognoses and may warrant further clinical interventions.


Assuntos
Transplante de Células-Tronco Hematopoéticas , Compostos Heterocíclicos , Linfoma Difuso de Grandes Células B , Linfoma de Célula do Manto , Adulto , Mobilização de Células-Tronco Hematopoéticas , Humanos , Estudos Longitudinais , Linfoma Difuso de Grandes Células B/terapia , Linfoma de Célula do Manto/terapia , Transplante Autólogo
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