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1.
Pathol Res Pract ; 262: 155517, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39151249

ABSTRACT

Melanoma can pose a significant diagnostic challenge due to the high variability in histological morphology and expression of non-melanocytic immunomarkers. We present a case of a 47-year-old male with an aggressive mediastinal neoplasm and disseminated disease posing several diagnostic challenges. Multiple biopsies were submitted from different anatomic locations and during multiple time points showing an undifferentiated round cell tumor (URCT) with synovial sarcoma-like immunophenotype. SS18::SSX fusion was sought through NGS study for diagnostic confirmation. NGS results revealed NRAS and CDKN2A mutations and absence of fusions, resulting in a new review of the histologic material with a broader immunohistochemical panel, finding strong positivity to melanic antibodies. This case is an illustrative example of a malignant melanoma with small round cell morphology showing aberrant expression of CD99, BCL2, TLE1 and SS18-SSX antibodies exposing a potentially hazardous pitfall highlighting the importance of a wide differential diagnosis and the role of confirmational studies with molecular tests.


Subject(s)
Biomarkers, Tumor , Immunophenotyping , Mediastinal Neoplasms , Melanoma , Sarcoma, Synovial , Humans , Male , Middle Aged , Melanoma/pathology , Melanoma/diagnosis , Melanoma/immunology , Melanoma/genetics , Sarcoma, Synovial/pathology , Sarcoma, Synovial/genetics , Sarcoma, Synovial/diagnosis , Sarcoma, Synovial/immunology , Mediastinal Neoplasms/pathology , Mediastinal Neoplasms/diagnosis , Mediastinal Neoplasms/immunology , Mediastinal Neoplasms/genetics , Immunophenotyping/methods , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Diagnosis, Differential , Oncogene Proteins, Fusion/genetics , Membrane Proteins/genetics , Membrane Proteins/metabolism , GTP Phosphohydrolases/genetics
2.
J Vis Exp ; (209)2024 Jul 26.
Article in English | MEDLINE | ID: mdl-39141553

ABSTRACT

Mounting evidence indicates that the immune response triggered by brain disorders (e.g., brain ischemia and autoimmune encephalomyelitis) occurs not only in the brain, but also in the skull. A key step toward analyzing changes in immune cell populations in both the brain and skull bone marrow after brain damage (e.g., stroke) is to obtain sufficient numbers of high-quality immune cells for downstream analyses. Here, two optimized protocols are provided for isolating immune cells from the brain and skull bone marrow. The advantages of both protocols are reflected in their simplicity, speed, and efficacy in yielding a large quantity of viable immune cells. These cells may be suitable for a range of downstream applications, such as cell sorting, flow cytometry, and transcriptomic analysis. To demonstrate the effectiveness of the protocols, immunophenotyping experiments were performed on stroke brains and normal brain skull bone marrow using flow cytometry analysis, and the results aligned with findings from published studies.


Subject(s)
Brain , Flow Cytometry , Skull , Animals , Mice , Brain/cytology , Brain/immunology , Skull/cytology , Skull/surgery , Flow Cytometry/methods , Bone Marrow Cells/cytology , Bone Marrow Cells/immunology , Stroke/immunology , Immunophenotyping/methods
3.
Medicina (Kaunas) ; 60(8)2024 Aug 20.
Article in English | MEDLINE | ID: mdl-39202633

ABSTRACT

The patient we present here had many clinical, morphological, and laboratory findings characteristic of acute leukemia. During the course of the disease, the diagnosis changed from acute leukemia to chronic small B-cell lymphoproliferative disease, a blastoid variant of mantle cell lymphoma, and finally to atypical plasma cell leukemia. Atypical plasma cell leukemia is a rare condition with aggressive biological behavior. Our patient relapsed a short time after achieving complete remission, in spite of aggressive therapy and autologous stem cell transplantation. During relapse, it was possible to morphologically identify malignant cells as being of plasma cell origin, although immature and atypical. Atypical plasma cell leukemia presents a diagnostic challenge as it may mimic other neoplasms both morphologically and clinically. It is also recognized that plasma cell neoplasm immunophenotype may not be entirely specific for its lineage where common diagnostic biomarkers are applied by immunohistochemistry or flow cytometry. Where this is the case, only focused investigation for plasma cell lineage will be more informative. This patient has unusual clinical presentation, a nondescript morphology of the circulating plasma cells, as well as an immunophenotype, detected by the initial panels used for flow cytometry and immunohistochemistry, that was not entirely specific for plasma cells. Such cases present a good reminder of the diagnostic complexity of atypical plasma cell leukemia and emphasize that plasma cell differentiation needs to be interrogated in cases where the initial work-up shows unusual results.


Subject(s)
Leukemia, Plasma Cell , Humans , Leukemia, Plasma Cell/diagnosis , Diagnosis, Differential , Male , Immunophenotyping/methods , Acute Disease , Middle Aged , Flow Cytometry/methods
4.
Front Immunol ; 15: 1425488, 2024.
Article in English | MEDLINE | ID: mdl-39086484

ABSTRACT

As the dimensionality, throughput and complexity of cytometry data increases, so does the demand for user-friendly, interactive analysis tools that leverage high-performance machine learning frameworks. Here we introduce FlowAtlas: an interactive web application that enables dimensionality reduction of cytometry data without down-sampling and that is compatible with datasets stained with non-identical panels. FlowAtlas bridges the user-friendly environment of FlowJo and computational tools in Julia developed by the scientific machine learning community, eliminating the need for coding and bioinformatics expertise. New population discovery and detection of rare populations in FlowAtlas is intuitive and rapid. We demonstrate the capabilities of FlowAtlas using a human multi-tissue, multi-donor immune cell dataset, highlighting key immunological findings. FlowAtlas is available at https://github.com/gszep/FlowAtlas.jl.git.


Subject(s)
Computational Biology , Flow Cytometry , Immunophenotyping , Software , Humans , Immunophenotyping/methods , Flow Cytometry/methods , Computational Biology/methods , Machine Learning
5.
Front Immunol ; 15: 1432816, 2024.
Article in English | MEDLINE | ID: mdl-39206202

ABSTRACT

The use of flow cytometry in mice is constrained by several factors, including the limited availability of mouse-specific antibodies and the need to work with small volumes of peripheral blood. This is particularly challenging for longitudinal studies, as serial blood samples should not exceed 10% of the total blood volume in mice. To address this, we have developed two novel flow cytometry panels designed to extensively analyze immune cell populations in mice during longitudinal studies, using only 50 µL of peripheral blood per panel. Additionally, a third panel has been designed to conduct a more detailed analysis of cytotoxic and inhibitory markers at the end point. These panels have been validated on a lipopolysaccharide (LPS)-induced lung inflammation model. Two experiments were conducted to 1) validate the panels' sensitivity to immune challenges (n=12) and 2) to assess intrinsic variability of measurements (n=5). In both experiments, we collected 50 µL of peripheral blood for each cytometry panel from the maxillary venous sinus. All antibodies were titrated to identify the optimal concentration that maximized the signal from the positive population while minimizing the signal from the negative population. Samples were processed within 1 hour of collection using a MACSQuant Analyzer 16 cytometer. Our results demonstrate that these immunological panels are sensitive enough to detect changes in peripheral blood after LPS induction. Moreover, our findings help determine the sample size needed based on the immune population variability. In conclusion, the panels we have designed enable a comprehensive analysis of the murine immune system with a low blood volume requirement, enabling the measure of both absolute values and relative percentages effectively. This approach provides a robust platform for longitudinal studies in mice and can be used to uncover significant insights into immune responses.


Subject(s)
Flow Cytometry , Lipopolysaccharides , Animals , Flow Cytometry/methods , Mice , Lipopolysaccharides/immunology , Mice, Inbred C57BL , Reproducibility of Results , Immunophenotyping/methods , Female , Disease Models, Animal , Pneumonia/immunology , Pneumonia/blood
6.
Hum Immunol ; 85(5): 110837, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39013208

ABSTRACT

Flow-cytometric immune phenotyping is influenced by cryopreservation and inter-laboratory variability limiting comparability in multicenter studies. We assessed a system of optimized, pre-mixed dry-antibody panel tubes requiring small amounts of whole blood for validity, reliability and challenges in a Canadian multicenter study (POSITIVE) with long-distance sample shipping, using standardized protocols. Thirty-seven children awaiting solid-organ transplant were enrolled for parallel immune-phenotyping with both validated, optimized in-house panels and the dry-antibody system. Samples were collected before, 3 and 12 months post-transplant. Quality-assurance measures and congruence of phenotypes were compared using Bland-Altman comparisons, linear regression and group comparisons. Samples showed excellent lymphocyte viability (mean 94.8 %) and recovery when processed within 30 h. Comparing staining methods, significant correlations (Spearman correlation coefficient >0.6, p < 0.05), mean difference <5 % and variation 2SD <25 % were found for natural-killer, T and B cells, including many immunologically important cell subsets (CD8+, naïve, memory CD4+ T; switched-memory, transitional B). Some subgroups (plasmablasts, CD1d+CD5hi B cells) showed weak correlations, limiting interpretation reliability. The dry-antibody system provides a reliable method for standardized analysis of many immune phenotypes after long-distance shipping when processed within 30 h, rendering the system attractive for pediatric studies due to small blood amounts required and highly standardized processing and analysis.


Subject(s)
Flow Cytometry , Immunophenotyping , Organ Transplantation , Humans , Child , Female , Male , Immunophenotyping/methods , Flow Cytometry/methods , Child, Preschool , Adolescent , Infant , Reproducibility of Results , Canada , Cryopreservation , Antibodies/immunology , Antibodies/blood , Phenotype
7.
STAR Protoc ; 5(3): 103226, 2024 Sep 20.
Article in English | MEDLINE | ID: mdl-39031553

ABSTRACT

Single-cell spatial analysis of proteins is rapidly becoming increasingly important in revealing biological insights. Here, we present a protocol for automated high-plex multi-slide immunofluorescence staining and imaging of human head and neck cancer formalin-fixed paraffin-embedded (FFPE) sections using PhenoCycler-Fusion 2.0 technology. We describe steps for preparing human head and neck cancer FFPE tissues, staining with a panel of immunophenotyping markers, and Flow Cell assembly. We then detail procedures for setting up for a PhenoCycler-Fusion run, post-run Flow Cell removal, and downstream analyses. For complete details on the use and execution of this protocol, please refer to Jhaveri et al.1.


Subject(s)
Formaldehyde , Paraffin Embedding , Tissue Fixation , Humans , Paraffin Embedding/methods , Tissue Fixation/methods , Formaldehyde/chemistry , Head and Neck Neoplasms/diagnostic imaging , Head and Neck Neoplasms/pathology , Fluorescent Antibody Technique/methods , Single-Cell Analysis/methods , Immunophenotyping/methods
8.
Methods Mol Biol ; 2826: 189-199, 2024.
Article in English | MEDLINE | ID: mdl-39017894

ABSTRACT

The use of flow cytometry for immunophenotyping is contingent on the ability to accurately assign biological relevance to the detected signal. This process has historically been challenging when defining IgE expressing B cells or IgE expressing antibody-secreting cells due to widespread expression of receptors for IgE on various leukocyte subsets, including human B cells. Here we describe our implementation of intracellular staining for human IgE following a blocking step to negate the challenge of surface-bound IgE. We also describe our experience with a human B cell culture system that can be used to robustly validate this approach before application to primary human samples. Orthogonal confirmatory techniques remain essential; these are not described in detail, but several possible strategies are suggested.


Subject(s)
Flow Cytometry , Immunoglobulin E , Immunophenotyping , Humans , Flow Cytometry/methods , Immunoglobulin E/immunology , Immunoglobulin E/metabolism , Immunophenotyping/methods , B-Lymphocyte Subsets/metabolism , B-Lymphocyte Subsets/immunology , B-Lymphocyte Subsets/cytology , Receptors, IgE/metabolism , Cell Lineage/immunology , B-Lymphocytes/immunology , B-Lymphocytes/metabolism , B-Lymphocytes/cytology
9.
J Immunol Methods ; 532: 113731, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39059745

ABSTRACT

Innate and adaptive immune responses at mucosal surfaces play a role in protection against most infectious diseases. However, the relative importance either of mucosal versus systemic, or of cellular versus humoral immunity in protection against such infections remains unclear. We aimed to determine the relative percentages and reproducibility of detection of five major T lymphocyte phenotypes in stimulated whole mouth fluid (SWMF); to compare matched mucosal and blood phenotypes; to evaluate the consistency of phenotypes in SWMF over time; and to determine any associations with age or gender. Peripheral blood and SWMF samples were collected from 194 participants and sequential concomitant samples were collected from 27 of those and from 12 subjects living with HIV. CD3, CD4, CD8, Th1 and Th2 T lymphocyte phenotypes were determined by FACS. All the five T lymphocyte phenotypes were detected consistently by FACS in PBMC and SWMF with experimental replicates (N = 10; PBMC CV: 3-30%; SWMF CV: 12-36%). In longitudinal samples detection rates were reproducible in both fluids but variations were higher in SWMF (CV: 23-79.6%) than PBMC (CV: 9.7-75%). Statistically significant correlations of the percentages of all the T lymphocyte phenotypes except CD8 was seen between the two fluids. In PBMCs a negative correlation with age was found with CD3, CD4 and CD8 phenotypes, whilst a positive correlation was found in both SWMF and PBMC with the Th2 phenotype. CD3, CD4 and CD8 phenotypes in SWMF and PBMCs from an HIV-positive cohort were not significantly correlated in contrast with the HIV-negative controls. Our study provides a robust FACS protocol for the detection of the five major T lymphocyte phenotypes in SWMF which should prove useful for research with other mucosal fluids.


Subject(s)
Flow Cytometry , Humans , Female , Male , Adult , Middle Aged , Flow Cytometry/methods , Immunophenotyping/methods , HIV Infections/immunology , HIV Infections/diagnosis , Phenotype , Age Factors , Aged , Young Adult , Sex Factors , Mouth Mucosa/immunology , Reproducibility of Results , Adolescent , T-Lymphocyte Subsets/immunology , T-Lymphocytes/immunology
10.
J Immunol Methods ; 532: 113726, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38992764

ABSTRACT

High dimensional immunophenotyping panels are invaluable resources for performing extensive phenotyping on peripheral blood mononuclear cells (PBMCs). We designed a 38-colour high dimensional phenotyping panel to measure innate (monocytes, dendritic cells, NK cells, basophils, innate like lymphoid cells), T cell (γδ T cells, MAIT cells, CD4 and CD8 memory, Th1, Th2, Th17, Tfh, Treg) and B cell (memory, plasma cells, transitional B cells, plasmablasts, IgG, IgM) subsets in addition to their activation status using the 5-laser Cytek Aurora. We optimised optimal fluorochrome combinations and titres to minimise spread and autofluorescence of rare immune cell populations and tested this panel on PBMCs from 15 healthy adults. This high dimensional panel will be invaluable for direct ex vivo studies to evaluate immune cells in the context of human health and disease, especially when samples are limited.


Subject(s)
Immunophenotyping , Leukocytes, Mononuclear , Humans , Immunophenotyping/methods , Leukocytes, Mononuclear/immunology , Adult , Flow Cytometry/methods , Male , Fluorescent Dyes/chemistry
11.
STAR Protoc ; 5(3): 103155, 2024 Sep 20.
Article in English | MEDLINE | ID: mdl-38935509

ABSTRACT

Humanized mice, defined as mice with human immune systems, have become an emerging model to study human hematopoiesis, infectious disease, and cancer. Here, we describe the techniques to generate humanized NSGF6 mice using adult human CD34+ hematopoietic stem and progenitor cells (HSPCs). We describe steps for constructing and monitoring the engraftment of humanized mice. We then detail procedures for tissue processing and immunophenotyping by flow cytometry to evaluate the multilineage hematopoietic differentiation. For complete details on the use and execution of this protocol, please refer to Yu et al.1.


Subject(s)
Antigens, CD34 , Hematopoietic Stem Cell Transplantation , Hematopoietic Stem Cells , Animals , Hematopoietic Stem Cells/cytology , Mice , Humans , Antigens, CD34/metabolism , Hematopoietic Stem Cell Transplantation/methods , Flow Cytometry/methods , Immunophenotyping/methods
12.
Nutrients ; 16(11)2024 May 26.
Article in English | MEDLINE | ID: mdl-38892566

ABSTRACT

BACKGROUND: The diagnosis of coeliac disease (CD) in adults is based on clinical, serological and histological criteria. The inappropriate performance of intestinal biopsies, non-specificity of mild histological lesions and initiation of a gluten-free diet (GFD) before biopsy may hamper the diagnosis. In these situations, determining the intraepithelial lymphogram of the duodenum by flow cytometry (IEL-FC) can be helpful. OBJECTIVES: To describe the clinical scenarios in which the IEL-FC is used and its impact on the diagnosis of CD. METHODS: All adult patients with suspected CD at three tertiary centres for whom the duodenal histology and IEL-FC were available were identified. Catassi and Fasano's diagnostic criteria and changes to a CD diagnosis after the IEL-FCs were collected. RESULTS: A total of 348 patients were included. The following indications for an IEL-FC formed part of the initial study for CD (38%): negative conventional work-up (32%), already on a GFD before duodenal biopsies (29%) and refractoriness to a GFD (2%). The IEL-FC facilitated a definitive diagnosis in 93% of patients with an uncertain diagnosis who had had a conventional work-up for CD or who were on a GFD before histology. CONCLUSIONS: The IEL-FC facilitates the confirmation or rejection of a diagnosis of CD in clinical scenarios in which a conventional work-up may be insufficient.


Subject(s)
Celiac Disease , Duodenum , Flow Cytometry , Immunophenotyping , Intraepithelial Lymphocytes , Celiac Disease/diagnosis , Celiac Disease/diet therapy , Celiac Disease/immunology , Humans , Female , Male , Adult , Immunophenotyping/methods , Middle Aged , Duodenum/pathology , Flow Cytometry/methods , Intraepithelial Lymphocytes/immunology , Biopsy , Aged , Young Adult , Diet, Gluten-Free
13.
Sci Rep ; 14(1): 13452, 2024 06 11.
Article in English | MEDLINE | ID: mdl-38862612

ABSTRACT

In recent years, the significance of detecting minimal/measurable residual disease (MRD) in chronic lymphocytic leukemia (CLL) has increased due to the availability of highly effective therapeutic agents. Flow cytometry provides notable cost-effectiveness and immediacy, with an expected sensitivity level of approximately 10-4. The critical aspect of MRD detection via flow cytometry lies in accurately defining the region containing tumor cells. However, a subset of CLL, known as CLL with atypical immunophenotype, exhibits a distinct cell surface marker expression pattern that can make MRD detection challenging, because these markers often resemble those of normal B cells. To enhance the sensitivity of MRD detection in such atypical cases of CLL, we have capitalized on the observation that cell surface immunoglobulin (sIg) light chains tend to be expressed at a higher level in this subtype. For every four two-dimensional plots of cell surface markers, we used a plot to evaluate the expression of sIg kappa/lambda light chains and identified regions where the kappa/lambda ratio of sIg light chains deviated from a designated threshold within the putative CLL cell region. Using this method, we could detect atypical CLL cells at a level of 10-4. We propose this method as an effective MRD assay.


Subject(s)
Flow Cytometry , Immunoglobulin kappa-Chains , Immunoglobulin lambda-Chains , Immunophenotyping , Leukemia, Lymphocytic, Chronic, B-Cell , Neoplasm, Residual , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/diagnosis , Leukemia, Lymphocytic, Chronic, B-Cell/pathology , Neoplasm, Residual/diagnosis , Immunophenotyping/methods , Flow Cytometry/methods , Female , Male , Immunoglobulin Light Chains/metabolism
14.
Int J Mol Sci ; 25(12)2024 Jun 07.
Article in English | MEDLINE | ID: mdl-38928019

ABSTRACT

The mammalian immune system is a Janus-faced network of well-coordinated highly specialized cells and biomolecules [...].


Subject(s)
Autoimmune Diseases , Immunophenotyping , Neoplasms , Humans , Autoimmune Diseases/immunology , Neoplasms/immunology , Immunophenotyping/methods , Animals
15.
Int J Mol Sci ; 25(12)2024 Jun 12.
Article in English | MEDLINE | ID: mdl-38928171

ABSTRACT

Acute myeloid leukemia (AML) is a heterogenous blood cancer with a dismal prognosis. It emanates from leukemic stem cells (LSCs) arising from the genetic transformation of hematopoietic stem cells (HSCs). LSCs hold prognostic value, but their molecular and immunophenotypic heterogeneity poses challenges: there is no single marker for identifying all LSCs across AML samples. We hypothesized that imaging flow cytometry (IFC) paired with artificial intelligence-driven image analysis could visually distinguish LSCs from HSCs based solely on morphology. Initially, a seven-color IFC panel was employed to immunophenotypically identify LSCs and HSCs in bone marrow samples from five AML patients and ten healthy donors, respectively. Next, we developed convolutional neural network (CNN) models for HSC-LSC discrimination using brightfield (BF), side scatter (SSC), and DNA images. Classification using only BF images achieved 86.96% accuracy, indicating significant morphological differences. Accuracy increased to 93.42% when combining BF with DNA images, highlighting differences in nuclear morphology, although DNA images alone were inadequate for accurate HSC-LSC discrimination. Model development using SSC images revealed minor granularity differences. Performance metrics varied substantially between AML patients, indicating considerable morphologic variations among LSCs. Overall, we demonstrate proof-of-concept results for accurate CNN-based HSC-LSC differentiation, instigating the development of a novel technique within AML monitoring.


Subject(s)
Flow Cytometry , Hematopoietic Stem Cells , Leukemia, Myeloid, Acute , Neoplastic Stem Cells , Neural Networks, Computer , Humans , Leukemia, Myeloid, Acute/pathology , Flow Cytometry/methods , Hematopoietic Stem Cells/pathology , Hematopoietic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Neoplastic Stem Cells/metabolism , Immunophenotyping/methods , Female , Male , Image Processing, Computer-Assisted/methods , Middle Aged
16.
Hum Pathol ; 150: 86-96, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38909710

ABSTRACT

Multiple myeloma (MM) is an incurable malignant plasma cell neoplasm, representing the second most common hematopoietic cancer. As plasma cell neoplasms are clonal and often secrete a monoclonal protein (M-spike), laboratory diagnosis is usually straightforward, especially when ancillary studies such as immunohistochemistry, flow cytometry, and protein electrophoresis are available in addition to microscopic examination. Despite the repertoire of diagnostic tools, rare cases pose diagnostic dilemmas, especially when reagent antibodies do not react as expected, extent of disease is patchy, or when disease occurs in unique age groups. In this retrospective study, we report a series of challenging diagnostic cases, discussing aberrant findings and comparing them to more classic counterparts. Twelve cases collected during routine clinical sign-out were reanalyzed and include examples of MGUS, classic multiple myeloma, t(11; 14) rearranged myeloma, minimal residual disease, AA and AL amyloidosis, truncated light chain, non-secretory and non-producer myeloma, biphenotypic myeloma, oligoclonal expansion after bone marrow transplant, and plasma cell leukemia in a young adult. This cohort showcases the diversity of atypical presentations of plasma cell neoplasms, and we highlight standardized approaches to workup to avoid diagnostic pitfalls.


Subject(s)
Immunophenotyping , Multiple Myeloma , Humans , Immunophenotyping/methods , Male , Female , Middle Aged , Aged , Retrospective Studies , Multiple Myeloma/pathology , Multiple Myeloma/diagnosis , Multiple Myeloma/immunology , Adult , Flow Cytometry , Aged, 80 and over , Neoplasms, Plasma Cell/diagnosis , Neoplasms, Plasma Cell/pathology , Immunohistochemistry , Biomarkers, Tumor/analysis , Predictive Value of Tests
17.
Leukemia ; 38(8): 1667-1673, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38890448

ABSTRACT

Measurable residual disease (MRD) surveillance in acute myeloid leukemia (AML) may identify patients destined for relapse and thus provide the option of pre-emptive therapy to improve their outcome. Whilst flow cytometric MRD (Flow-MRD) can be applied to high-risk AML/ myelodysplasia patients, its diagnostic performance for detecting impending relapse is unknown. We evaluated this in a cohort comprising 136 true positives (bone marrows preceding relapse by a median of 2.45 months) and 155 true negatives (bone marrows during sustained remission). At an optimal Flow-MRD threshold of 0.040%, clinical sensitivity and specificity for relapse was 74% and 87% respectively (51% and 98% for Flow-MRD ≥ 0.1%) by 'different-from-normal' analysis. Median relapse kinetics were 0.78 log10/month but significantly higher at 0.92 log10/month for FLT3-mutated AML. Computational (unsupervised) Flow-MRD (C-Flow-MRD) generated optimal MRD thresholds of 0.036% and 0.082% with equivalent clinical sensitivity to standard analysis. C-Flow-MRD-identified aberrancies in HLADRlow or CD34+CD38low (LSC-type) subpopulations contributed the greatest clinical accuracy (56% sensitivity, 90% specificity) and notably, by longitudinal profiling expanded rapidly within blasts in > 40% of 86 paired MRD and relapse samples. In conclusion, flow MRD surveillance can detect MRD relapse in high risk AML and its evaluation may be enhanced by computational analysis.


Subject(s)
Flow Cytometry , Leukemia, Myeloid, Acute , Neoplasm, Residual , Humans , Neoplasm, Residual/diagnosis , Flow Cytometry/methods , Leukemia, Myeloid, Acute/diagnosis , Leukemia, Myeloid, Acute/pathology , Leukemia, Myeloid, Acute/genetics , Middle Aged , Male , Female , Aged , Adult , Recurrence , Aged, 80 and over , Young Adult , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/diagnosis , Prognosis , Immunophenotyping/methods
18.
Front Immunol ; 15: 1379154, 2024.
Article in English | MEDLINE | ID: mdl-38742102

ABSTRACT

Imaging mass cytometry (IMC) is a metal mass spectrometry-based method allowing highly multiplex immunophenotyping of cells within tissue samples. However, some limitations of IMC are its 1-µm resolution and its time and costs of analysis limiting respectively the detailed histopathological analysis of IMC-produced images and its application to small selected tissue regions of interest (ROI) of one to few square millimeters. Coupling on a single-tissue section, IMC and histopathological analyses could permit a better selection of the ROI for IMC analysis as well as co-analysis of immunophenotyping and histopathological data until the single-cell level. The development of this method is the aim of the present study in which we point to the feasibility of applying the IMC process to tissue sections previously Alcian blue-stained and digitalized before IMC tissue destructive analyses. This method could help to improve the process of IMC in terms of ROI selection, time of analysis, and the confrontation between histopathological and immunophenotypic data of cells.


Subject(s)
Image Cytometry , Immunophenotyping , Staining and Labeling , Staining and Labeling/methods , Immunophenotyping/methods , Image Cytometry/methods , Humans , Mass Spectrometry/methods , Animals , Single-Cell Analysis/methods
19.
Front Immunol ; 15: 1405249, 2024.
Article in English | MEDLINE | ID: mdl-38742110

ABSTRACT

Introduction: Exploring monocytes' roles within the tumor microenvironment is crucial for crafting targeted cancer treatments. Methods: This study unveils a novel methodology utilizing four 20-color flow cytometry panels for comprehensive peripheral immune system phenotyping, specifically targeting classical, intermediate, and non-classical monocyte subsets. Results: By applying advanced dimensionality reduction techniques like t-distributed stochastic neighbor embedding (tSNE) and FlowSom analysis, we performed an extensive profiling of monocytes, assessing 50 unique cell surface markers related to a wide range of immunological functions, including activation, differentiation, and immune checkpoint regulation. Discussion: This in-depth approach significantly refines the identification of monocyte subsets, directly supporting the development of personalized immunotherapies and enhancing diagnostic precision. Our pioneering panel for monocyte phenotyping marks a substantial leap in understanding monocyte biology, with profound implications for the accuracy of disease diagnostics and the success of checkpoint-inhibitor therapies. Key findings include revealing distinct marker expression patterns linked to tumor progression and providing new avenues for targeted therapeutic interventions.


Subject(s)
Biomarkers , Flow Cytometry , Immunophenotyping , Monocytes , Humans , Monocytes/immunology , Monocytes/metabolism , Flow Cytometry/methods , Cluster Analysis , Immunophenotyping/methods , Tumor Microenvironment/immunology , Neoplasms/immunology , Neoplasms/diagnosis
20.
Methods Mol Biol ; 2807: 325-342, 2024.
Article in English | MEDLINE | ID: mdl-38743238

ABSTRACT

Multiparameter flow cytometry is a common tool for assessing responses of T, B, and other cells to pathogens or vaccines. Such responses are likely to be important for predicting the efficacy of an HIV vaccine, despite the elusive findings in HIV vaccine trials to date. Fortunately, flow cytometry has evolved to be capable of readily measuring 30-40 parameters, providing the ability to dissect detailed phenotypes and functions that may be correlated with disease protection. Nevertheless, technical hurdles remain, and standardization of assays is still largely lacking. Here an optimized protocol for antigen-specific T cell monitoring is presented, with specific variations for particular markers. It covers the analysis of multiple cytokines, cell surface proteins, and other functional markers such as CD107, CD154, CD137, etc. References are given to published panels of 8-28 colors.


Subject(s)
Flow Cytometry , T-Lymphocytes , Flow Cytometry/methods , Humans , T-Lymphocytes/immunology , Cytokines/metabolism , Immunophenotyping/methods , Biomarkers
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