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1.
Methods Cell Biol ; 186: 1-24, 2024.
Article in English | MEDLINE | ID: mdl-38705595

ABSTRACT

Broadly speaking, cell tracking dyes are fluorescent compounds that bind stably to components on or within the cells so the fate of the labeled cells can be followed. Their staining should be bright and homogeneous without affecting cell function. For purposes of monitoring cell proliferation, each time a cell divides the intensity of cell tracking dye should diminish equally between daughter cells. These dyes can be grouped into two different classes. Protein reactive dyes label cells by reacting covalently but non-selectively with intracellular proteins. Carboxyfluorescein diacetate succinimidyl ester (CFSE) is the prototypic general protein label. Membrane intercalating dyes label cells by partitioning non-selectively and non-covalently within the plasma membrane. The PKH membrane dyes are examples of lipophilic compounds whose chemistry allows for their retention within biological membranes without affecting cellular growth, viability, or proliferation when used properly. Here we provide considerations based for labeling cell lines and peripheral blood mononuclear cells using both classes of dyes. Examples from optimization experiments are presented along with critical aspects of the staining procedures to help mitigate common risks. Of note, we present data where a logarithmically growing cell line is labeled with both a protein dye and a membrane tracking dye to compare dye loss rates over 6days. We found that dual stained cells paralleled dye loss of the corresponding single stained cells. The decrease in fluorescence intensity by protein reactive dyes, however, was more rapid than that with the membrane reactive dyes, indicating the presence of additional division-independent dye loss.


Subject(s)
Cell Proliferation , Fluoresceins , Fluorescent Dyes , Staining and Labeling , Succinimides , Humans , Fluorescent Dyes/chemistry , Fluoresceins/chemistry , Succinimides/chemistry , Staining and Labeling/methods , Cell Tracking/methods , Leukocytes, Mononuclear/cytology , Leukocytes, Mononuclear/metabolism , Animals , Cell Membrane/metabolism , Cell Membrane/chemistry
2.
Methods Mol Biol ; 2779: 159-216, 2024.
Article in English | MEDLINE | ID: mdl-38526787

ABSTRACT

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.


Subject(s)
Cell Tracking , Fluorescent Dyes , Flow Cytometry/methods , Cell Proliferation/physiology , Cell Division , Cell Tracking/methods
3.
Nat Commun ; 15(1): 974, 2024 Feb 06.
Article in English | MEDLINE | ID: mdl-38321023

ABSTRACT

Invariant natural killer T (iNKT) cells, a unique T cell population, lend themselves for use as adoptive therapy due to diverse roles in orchestrating immune responses. Originally developed for use in cancer, agenT-797 is a donor-unrestricted allogeneic ex vivo expanded iNKT cell therapy. We conducted an open-label study in virally induced acute respiratory distress syndrome (ARDS) caused by the severe acute respiratory syndrome-2 virus (trial registration NCT04582201). Here we show that agenT-797 rescues exhausted T cells and rapidly activates both innate and adaptive immunity. In 21 ventilated patients including 5 individuals receiving veno-venous extracorporeal membrane oxygenation (VV-ECMO), there are no dose-limiting toxicities. We observe an anti-inflammatory systemic cytokine response and infused iNKT cells are persistent during follow-up, inducing only transient donor-specific antibodies. Clinical signals of associated survival and prevention of secondary infections are evident. Cellular therapy using off-the-shelf iNKT cells is safe, can be rapidly scaled and is associated with an anti-inflammatory response. The safety and therapeutic potential of iNKT cells across diseases including infections and cancer, warrants randomized-controlled trials.


Subject(s)
Natural Killer T-Cells , Neoplasms , Respiratory Distress Syndrome , Humans , Cytokines/metabolism , Anti-Inflammatory Agents
4.
J Immunother Cancer ; 11(11)2023 11.
Article in English | MEDLINE | ID: mdl-37963636

ABSTRACT

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.


Subject(s)
Breast Neoplasms , T-Lymphocytes, Cytotoxic , Humans , Female , T-Lymphocytes, Cytotoxic/metabolism , CD8-Positive T-Lymphocytes/metabolism , Breast Neoplasms/pathology , Toll-Like Receptor 3/metabolism , Tumor Microenvironment , Ligands , Interferon-alpha/metabolism , Forkhead Transcription Factors/metabolism
5.
J Immunother Cancer ; 11(4)2023 04.
Article in English | MEDLINE | ID: mdl-37080610

ABSTRACT

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.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Humans , Carcinoma, Renal Cell/pathology , Programmed Cell Death 1 Receptor/metabolism , T-Lymphocyte Subsets , Immunotherapy , Tumor Microenvironment
6.
Transplant Cell Ther ; 29(2): 112.e1-112.e9, 2023 02.
Article in English | MEDLINE | ID: mdl-36436782

ABSTRACT

Hypoxic conditions preserve the multipotency and self-renewing capacity of murine bone marrow and human cord blood stem cells. Blood samples stored in sealed blood gas tubes become hypoxic as leukocytes metabolize and consume oxygen. Taken together, these observations suggest that peripheral blood stem cell (PBSC) samples stored under airtight conditions become hypoxic, and that the stem cells contained may undergo qualitative or quantitative changes. This study aimed to determine the effect of storage for 8 hours in a sealed system on PBSC samples. Granulocyte colony-stimulating factor-mobilized PBSC samples were collected prospectively from 9 patients with myeloma or amyloidosis prior to apheresis, followed by measurement of CO2, O2, hydrogen ion (pH), lactate, and glucose concentrations in the blood and immunophenotyping of stem cell and multipotent progenitor cell populations before and after 8 hours of storage in sealed blood collection tubes. Blood concentrations of O2 and glucose and pH measurements were significantly decreased, whereas concentrations of CO2 and lactate were significantly increased after storage. Significantly higher concentrations of CD34+ cells (552 ± 84 cells/106 total nucleated cells [TNCs] versus 985 ± 143 cells/106 TNCs; P = .03), CD34+CD38- cells (98 ± 32 cells/106 TNCs versus 158 ± 52 cells/106 TNCs; P = .03), CD34+CD38+ cells (444 ± 92 cells/106 TNCs versus 789 ± 153 cells/106 TNCs; P = .03), and CD34+CD38-CD45RA-CD90+ cells (55 ± 17 cells/106 TNCs versus 89 ± 25 cells/106 TNCs; P = .02) were detected after 8 hours of storage. The changes in concentrations of CD34+CD38+ cells and CD34+ cells were inversely associated with the change in glucose concentration (P = .003 and P < .001, respectively) and positively associated with the change in lactate concentration (P = .01 and P <.001, respectively) after 8 hours of airtight storage. Storage of PBSC samples in a sealed, airtight environment is associated with microenvironmental changes consistent with hypoxia and increased concentrations of immunophenotypically defined stem cells. These results may have clinical implications with regard to the collection and processing of stem cell products and warrant confirmation with functional and mechanistic studies.


Subject(s)
Peripheral Blood Stem Cells , Humans , Animals , Mice , Peripheral Blood Stem Cells/metabolism , Carbon Dioxide , Antigens, CD34/metabolism , Leukocyte Common Antigens/metabolism , Thy-1 Antigens/metabolism , Cell Adhesion Molecules , Lactates
7.
Cytometry A ; 101(11): 970-983, 2022 11.
Article in English | MEDLINE | ID: mdl-35716345

ABSTRACT

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.


Subject(s)
Leukemia, Myeloid, Acute , Humans , Reproducibility of Results , Neoplasm, Residual/diagnosis , Leukemia, Myeloid, Acute/diagnosis , Flow Cytometry/methods , Bone Marrow , Antibodies
8.
Cytometry B Clin Cytom ; 102(2): 88-106, 2022 03.
Article in English | MEDLINE | ID: mdl-35005838

ABSTRACT

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.


Subject(s)
Multiple Myeloma , Data Analysis , Flow Cytometry/methods , Humans , Neoplasm, Residual/diagnosis , Plasma Cells
9.
Int J Lab Hematol ; 43 Suppl 1: 43-53, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34288449

ABSTRACT

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.


Subject(s)
Flow Cytometry , Immunophenotyping , Multiple Myeloma/diagnosis , Neoplasm, Residual/diagnosis , Biomarkers, Tumor , Data Analysis , Flow Cytometry/methods , Flow Cytometry/standards , Humans , Immunophenotyping/methods , Immunophenotyping/standards , Practice Guidelines as Topic , Reproducibility of Results , Research Design , Sensitivity and Specificity , Specimen Handling/methods , Specimen Handling/standards
10.
Cytometry B Clin Cytom ; 100(4): 497-508, 2021 07.
Article in English | MEDLINE | ID: mdl-33017079

ABSTRACT

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.


Subject(s)
Biomarkers, Tumor/blood , Multiple Myeloma/drug therapy , Neoplasms, Plasma Cell/blood , Signaling Lymphocytic Activation Molecule Family/blood , ADP-ribosyl Cyclase 1/antagonists & inhibitors , Adolescent , Adult , Antibodies, Monoclonal/adverse effects , Antibodies, Monoclonal/blood , Antibodies, Monoclonal, Humanized/adverse effects , Antibodies, Monoclonal, Humanized/blood , Female , Flow Cytometry/methods , Gene Expression Regulation, Neoplastic/genetics , Granulocytes/metabolism , Granulocytes/pathology , Humans , Immunophenotyping/methods , Intercellular Adhesion Molecule-1/blood , Male , Middle Aged , Monocytes/metabolism , Monocytes/pathology , Multiple Myeloma/blood , Multiple Myeloma/pathology , Neoplasms, Plasma Cell/pathology , Plasma Cells/drug effects , Plasma Cells/pathology , Young Adult
11.
Cytometry B Clin Cytom ; 98(2): 161-173, 2020 03.
Article in English | MEDLINE | ID: mdl-31868315

ABSTRACT

BACKGROUND: Recent advances in therapeutic interventions have dramatically improved complete response rates in patients with multiple myeloma (MM). The ability to identify residual myeloma cells (e.g., measurable residual disease [MRD]) can provide valuable information pertaining to patient's depth of response to therapy and risk of relapse. Multiparametric flow cytometry is an excellent technique to monitor MRD and has been demonstrated to correlate with patient outcome post-treatment. To achieve the high sensitivity (one abnormal cell in 105 -106 cells) required for MRD evaluation, millions of cells have to be acquired and conventional immunophenotyping protocols are unable to attain these numbers, indicating the needs for alternative flow cytometric staining procedures. A bulk, "Pre-lysis" method is the consensus approach for staining large number of cells, requires two red blood cell lysis steps, and can adversely affect epitope density. In this study, we tested the "Pooled-tube" and "Dextran Sedimentation" staining procedures and correlated them with the "Pre-lysis" method as potential alternative approaches. METHODS: A total of 22 bone marrow aspirates from patients with plasma cell (PC) dyscrasia were processed in parallel using the "Pre-lysis," "Pooled-tube," and "Dextran Sedimentation" techniques. Stain indices were calculated and compared to assess their impacts on staining performance for each antibody used in the consensus panel. The recovery of normal and abnormal PCs, mast cells, and B cell precursors was enumerated and compared after their counts were normalized using fluorescent beads. The limit of blank, limit of detection, and lower limit of quantification were established using serial dilution experiments. RESULTS: The staining performances of CD19 PECy7, CD27 BV510, CD81 APCH7, and CD138 BV421 were improved using the "Pooled-tube" method when compared to "Pre-lysis." "Pre-lysis" was better at resolving CD56 using clone C5.9 but our results demonstrated similar improvement can also be achieved by "Pooled-tube" when alternative CD56 PE clones were used. "Dextran sedimentation" yielded similar staining results when compared to "Pre-lysis" for all the markers analyzed. The "Pooled-tube" method, when normalized to "Pre-lysis," recovered higher numbers of total PCs (1.2 ± 0.2 times higher; p = .049), normal PCs (1.4 ± 0.26; p = .007), mast cells (1.46 ± 0.27; p = .003), and B cell precursors (1.42 ± 0.3; p = .011), but not abnormal PCs (1.09 ± 0.2; p = .352). There was no evidence that the recovery of cells was different between "Pre-lysis" versus "Dextran Sedimentation." All three flow cytometric assays achieved a minimum sensitivity of 10-5 and approached that of 10-6 for detecting rare events. CONCLUSION: Both "Pooled-tube" and "Dextran Sedimentation" staining procedures were comparable to the "Pre-lysis" method and are suitable high sensitivity flow cytometric approaches that can be used to process bone marrow samples for MM MRD testing.


Subject(s)
Flow Cytometry , Multiple Myeloma/diagnosis , Multiple Myeloma/pathology , Aged , Aged, 80 and over , Biopsy, Needle , Bone Marrow/immunology , Bone Marrow/pathology , Cell Separation/methods , Cell Separation/standards , Flow Cytometry/methods , Flow Cytometry/standards , Humans , Immunophenotyping/methods , Immunophenotyping/standards , Middle Aged , Monitoring, Physiologic/methods , Monitoring, Physiologic/standards , Multiple Myeloma/therapy , Neoplasm Metastasis , Neoplasm, Residual , Plasma Cells/immunology , Plasma Cells/pathology , Recurrence , Sensitivity and Specificity
12.
Curr Protoc Cytom ; 90(1)2019 09.
Article in English | MEDLINE | ID: mdl-31608132

ABSTRACT

Recent interest in high sensitivity multiple myeloma (MM) measurable residual disease (MRD) testing is a direct consequence of the high-quality responses achieved using novel therapeutic agents and better treatment strategies. Traditional diagnostic measures such as immunohistochemistry and morphology have detection sensitivities of only 10-2 - 10-3, which do not reliably predict progression free survival (PFS) or overall survival (OS) after these treatments. Contemporary monitoring of MM MRD has switched to more sensitive platforms such as quantitative allele-specific oligonucleotide polymerase chain reaction (ASO-qPCR), next-generation sequencing (NGS), and multiparametric flow cytometry (MFC). Though both ASO-qPCR and NGS have excellent detection sensitivities (10-5 - 10-6), both technologies have lower applicability when compared to MFC. Conventional MFC can easily reach a detection sensitivity of 10-4 and when optimized can achieve a sensitivity of 10-5 - 10-6. Current consensus guidelines require a minimum of 2 million and recommend 5 million events be acquired to reach a minimum sensitivity of 10-5. As conventional immunophenotyping protocols are unable to attain these numbers, alternative MFC staining procedures are required. This manuscript describes two high-sensitivity MFC approaches that can be used for MM MRD testing.


Subject(s)
Flow Cytometry , High-Throughput Nucleotide Sequencing , Immunophenotyping , Multiple Myeloma , Polymerase Chain Reaction , Humans , Multiple Myeloma/blood , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Neoplasm, Residual
13.
Leuk Res ; 69: 7-11, 2018 06.
Article in English | MEDLINE | ID: mdl-29609041

ABSTRACT

BACKGROUND: Although physical activity is a well-established risk factor for several cancer types, studies evaluating its association with lymphoma have yielded inconclusive results. In such cases where physical activity is not clearly associated with cancer risk in a dose-dependent manner, investigators have begun examining physical inactivity as an independent exposure of interest. METHODS: Associations of self-reported, lifetime physical inactivity with risk of developing Hodgkin lymphoma (HL) and non-Hodgkin lymphoma (NHL) were evaluated in a hospital-based case control study using data from the Patient Epidemiology Data System at Roswell Park Comprehensive Cancer Center. Participants included 87 patients with HL and 236 patients with NHL as well as 348 and 952 cancer-free controls, respectively. Multivariable-adjusted logistic regression models were fit to calculate odds ratios (OR) and 95% confidence intervals (CI) estimating the association between physical inactivity and lymphoma risk. RESULTS: We observed significant, positive associations between lifetime recreational physical inactivity and risk of both HL (OR = 1.90, 95% CI: 1.15-3.15) and NHL (OR = 1.35, 95% CI: 1.01-1.82). CONCLUSIONS: The current analysis provides evidence for a positive association between physical inactivity and risk of both HL and NHL. These results add to a growing body of research suggesting that lifetime physical inactivity may be an important independent, modifiable behavioral risk factor for cancer.


Subject(s)
Hodgkin Disease/epidemiology , Sedentary Behavior , Adult , Aged , Body Mass Index , Case-Control Studies , Female , Hodgkin Disease/physiopathology , Humans , Lymphoma, Non-Hodgkin/physiopathology , Male , Middle Aged , Non-Smokers , Obesity/epidemiology , Obesity/physiopathology , Overweight/epidemiology , Overweight/physiopathology , Risk Factors
14.
Methods Mol Biol ; 1678: 49-77, 2018.
Article in English | MEDLINE | ID: mdl-29071675

ABSTRACT

The systematic modulation of mRNA and proteins governs the complicated and intermingled biological functions of our cells. Traditionally, transcriptomic technologies such as DNA microarray and RNA-Seq have been used to identify, characterize, and profile gene expression data. These are, however, considered bulk methods as they are unable to measure gene expression at the single-cell level, unless the cells are pre-sorted. Branched DNA is a flow cytometry-based detection platform that has been developed recently to measure mRNA at the single-cell level. Originally adapted from microscopy, the current system has been modified to achieve compatibility with the detection of surface and intracellular antigens using monoclonal antibodies conjugated to fluorochromes, thus permitting simultaneous detection of mRNAs and proteins. The Branched DNA method offers a variety of advantages when compared to traditional or standard methods used for the quantification of mRNA, such as (a) the detection of specific mRNA on a per cell basis, (b) an alternate detection tool when the measurement of a protein is technically infeasible (i.e., no quality antibody exists) or the epitope is not assessable, and (c) correlate the analysis of mRNA with protein. Compared to earlier attempts at measuring nucleic acid by flow cytometry, the hybridization temperature applied in the Branched DNA assay is much lower, thus preserving the integrity of cellular structures for further characterization. It also has greatly increased specificity and sensitivity. Here, we provide detailed instruction for performing the Branched DNA method using it in a model system to correlate the expression of CD8 mRNA and CD8 protein by flow cytometry.


Subject(s)
DNA , Flow Cytometry/methods , RNA , Biomarkers , Bone Marrow Cells/metabolism , Data Interpretation, Statistical , Flow Cytometry/instrumentation , Fluorescent Antibody Technique , Gene Expression , Humans , Leukocytes, Mononuclear/metabolism , Nucleic Acid Hybridization/methods , RNA/analysis , Reproducibility of Results
15.
Clin Lab Med ; 37(4): 821-853, 2017 12.
Article in English | MEDLINE | ID: mdl-29128071

ABSTRACT

Plasma cell dyscrasia (PCD) is a heterogeneous disease that has seen a tremendous change in outcomes due to improved therapies. Over the past few decades, multiparametric flow cytometry has played an important role in the detection and monitoring of PCDs. Flow cytometry is a high-sensitivity assay for early detection of minimal residual disease (MRD) that correlates well with progression-free survival and overall survival. Before flow cytometry can be effectively implemented in the clinical setting, sample preparation, panel configuration, analysis, and gating strategies must be optimized to ensure accurate results. Current consensus methods and reporting guidelines for MRD testing are discussed.


Subject(s)
Flow Cytometry/methods , Neoplasm, Residual/diagnosis , Paraproteinemias/diagnosis , Humans , Multiple Myeloma/diagnosis
16.
Cancer Epidemiol Biomarkers Prev ; 26(3): 420-424, 2017 03.
Article in English | MEDLINE | ID: mdl-27677730

ABSTRACT

Background: The precise mechanism by which the immune system is adversely affected in cancer patients remains poorly understood, but the accumulation of immunosuppressive/protumorigenic myeloid-derived suppressor cells (MDSCs) is thought to be a prominent mechanism contributing to immunologic tolerance of malignant cells in epithelial ovarian cancer (EOC). To this end, we hypothesized genetic variation in MDSC pathway genes would be associated with survival after EOC diagnoses.Methods: We measured the hazard of death due to EOC within 10 years of diagnosis, overall and by invasive subtype, attributable to SNPs in 24 genes relevant in the MDSC pathway in 10,751 women diagnosed with invasive EOC. Versatile Gene-based Association Study and the admixture likelihood method were used to test gene and pathway associations with survival.Results: We did not identify individual SNPs that were significantly associated with survival after correction for multiple testing (P < 3.5 × 10-5), nor did we identify significant associations between the MDSC pathway overall, or the 24 individual genes and EOC survival.Conclusions: In this well-powered analysis, we observed no evidence that inherited variations in MDSC-associated SNPs, individual genes, or the collective genetic pathway contributed to EOC survival outcomes.Impact: Common inherited variation in genes relevant to MDSCs was not associated with survival in women diagnosed with invasive EOC. Cancer Epidemiol Biomarkers Prev; 26(3); 420-4. ©2016 AACR.


Subject(s)
Genetic Variation , Myeloid-Derived Suppressor Cells/immunology , Neoplasms, Glandular and Epithelial/genetics , Neoplasms, Glandular and Epithelial/mortality , Ovarian Neoplasms/genetics , Ovarian Neoplasms/mortality , Carcinoma, Ovarian Epithelial , Female , Genetic Association Studies , Humans , Neoplasms, Glandular and Epithelial/immunology , Ovarian Neoplasms/immunology
17.
Curr Protoc Cytom ; 75: 7.45.1-7.45.33, 2016 Jan 06.
Article in English | MEDLINE | ID: mdl-26742656

ABSTRACT

Nucleic acid content can be quantified by flow cytometry through the use of intercalating compounds; however, measuring the presence of specific sequences has hitherto been difficult to achieve by this methodology. The primary obstacle to detecting discrete nucleic acid sequences by flow cytometry is their low quantity and the presence of high background signals, rendering the detection of hybridized fluorescent probes challenging. Amplification of nucleic acid sequences by molecular techniques such as in situ PCR have been applied to single-cell suspensions, but these approaches have not been easily adapted to conventional flow cytometry. An alternative strategy implements a Branched DNA technique, comprising target-specific probes and sequentially hybridized amplification reagents, resulting in a theoretical 8,000- to 16,000-fold increase in fluorescence signal amplification. The Branched DNA technique allows for the quantification of native and unmanipulated mRNA content with increased signal detection and reduced background. This procedure utilizes gentle fixation steps with low hybridization temperatures, leaving the assayed cells intact to permit their concomitant immunophenotyping. This technology has the potential to advance scientific discovery by correlating potentially small quantities of mRNA with many biological measurements at the single-cell level.


Subject(s)
Antigens, CD/analysis , Cell Membrane/metabolism , Flow Cytometry/methods , Membrane Proteins/analysis , RNA, Messenger/analysis , Apoptosis , CD8-Positive T-Lymphocytes/cytology , Cell Cycle , Computational Biology/methods , DNA/analysis , Humans , Immunophenotyping/methods , In Situ Hybridization , Leukocytes, Mononuclear/cytology , Nucleic Acid Hybridization , Phosphorylation , Polymerase Chain Reaction , RNA, Messenger/metabolism , Temperature
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