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1.
Front Immunol ; 15: 1402038, 2024.
Article in English | MEDLINE | ID: mdl-39072316

ABSTRACT

Purpose: In this study, we retrospectively reviewed the use of flow cytometry (FCM) in the diagnosis of inborn errors of immunity (IEIs) at a single center in Algeria. Sharing insights into our practical experience, we present FCM based diagnostic approaches adapted to different clinical scenarios. Methods: Between May 2017 and February 2024, pediatric and adult patients presenting with clinical features suggestive of immunodeficiency were subjected to FCM evaluation, including lymphocyte subset analysis, detection of specific surface or intracellular proteins, and functional analysis of immune cells. Results: Over a nearly seven-year period, our laboratory diagnosed a total of 670 patients (372 (55.5%) males and 298 (44.5%) females), distributed into 70 different IEIs belonging to 9 different categories of the International Union of Immunological Societies classification. FCM was used to diagnose and categorize IEI in 514 patients (76.7%). It provided direct diagnostic insights for IEIs such as severe combined immunodeficiency, Omenn syndrome, MHC class II deficiency, familial hemophagocytic lymphohistiocytosis, and CD55 deficiency. For certain IEIs, including hyper-IgE syndrome, STAT1-gain of function, autoimmune lymphoproliferative syndrome, and activated PI3K delta syndrome, FCM offered suggestive evidence, necessitating subsequent genetic testing for confirmation. Protein expression and functional assays played a crucial role in establishing definitive diagnoses for various disorders. To setup such diagnostic assays at high and reproducible quality, high level of expertise is required; in house reference values need to be determined and the parallel testing of healthy controls is highly recommended. Conclusion: Flow cytometry has emerged as a highly valuable and cost-effective tool for diagnosing and studying most IEIs, particularly in low-income countries where access to genetic testing can be limited. FCM analysis could provide direct diagnostic insights for most common IEIs, offer clues to the underlying genetic defects, and/or aid in narrowing the list of putative genes to be analyzed.


Subject(s)
Flow Cytometry , Humans , Flow Cytometry/methods , Male , Female , Algeria , Child , Child, Preschool , Infant , Adolescent , Adult , Retrospective Studies , Immunophenotyping , Young Adult , Infant, Newborn , Immunologic Deficiency Syndromes/diagnosis , Immunologic Deficiency Syndromes/immunology , Immunologic Deficiency Syndromes/genetics
2.
Viruses ; 16(7)2024 Jul 06.
Article in English | MEDLINE | ID: mdl-39066253

ABSTRACT

Marek's disease virus (MDV) can cause severe immunosuppression in chickens. Our previous study showed that infection with very virulent plus (vv+) MDV strains of one-day-old commercial meat-type chickens possessing maternal antibodies against MDV resulted in severe depletion of splenocytes at 28-30 days of age. In the present study, we have investigated the effect of vv+MDV strain 686 on splenic immunophenotypes at 6, 20, and 30 days post-infection (dpi). Both live and dead cells were analyzed, and the data were statistically compared to the uninfected control. The results revealed a decrease in the total live cell population starting on day 20, primarily affecting B cells, CD8ß+, and gamma delta (γδ) T cells, while the frequencies of both live and dead CD3+ and CD4+ T cells were increased. The MHC-I expression of CD3+ and CD4+ T cells was higher at 20 and 30 dpi, while the expression of MHC-II on these cells was downregulated at 6 dpi but was upregulated at 30 dpi. Collectively, these results suggest that maternal antibodies seem to delay the negative effects of vv+MDV on the splenic lymphoid populations, albeit being non-protective. Our results emphasize the importance of MD vaccination in vv+MDV endemic areas.


Subject(s)
Chickens , Marek Disease , Poultry Diseases , Spleen , Animals , Spleen/immunology , Spleen/virology , Marek Disease/immunology , Marek Disease/virology , Poultry Diseases/virology , Poultry Diseases/immunology , Immunophenotyping , Virulence , B-Lymphocytes/immunology , Herpesvirus 2, Gallid/immunology , Herpesvirus 2, Gallid/genetics
3.
Hum Pathol ; 150: 58-66, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38971328

ABSTRACT

DUSP22 rearrangements are genetic alterations observed in a subset of systemic anaplastic large cell lymphoma (S-ALCL), primary cutaneous anaplastic large cell lymphoma (C-ALCL), and lymphomatoid papulosis (LyP). Previous investigations have shown that the LEF1+/TIA1- immunoprofile and MSC E116K mutations are highly associated with DUSP22 rearrangement in ALCL. However, the existing literature primarily focuses on S-ALCL. Our understanding of the LEF1/TIA1 immunoprofile and MSC mutation status in C-ALCL/LyP is still limited. In this study, we aimed to assess LEF1/TIA1 expression and MSC mutations in a cohort of 23 C-ALCL/LyP cases, along with a control group of histological mimickers. DUSP22 rearrangements were detected by fluorescence in situ hybridization in eight cases (6/10 C-ALCL, 2/13 LyP). We found LEF1 expression in five out of eight (63%) DUSP22-rearranged cases (3/6 C-ALCL, 2/2 LyP), and none of the 15 cases lacking DUSP22 rearrangements. Furthermore, we also found frequent LEF1 expression in adult T-cell leukemia/lymphoma (ATLL; 10 of 11, 91%) within the control group. TIA1 expression was consistently negative in all DUSP22-rearranged C-ALCL/LyP and ATLL cases tested. MCS E116K mutation was identified in one of five DUSP22-rearranged C-ALCL cases. RNA sequencing of a DUSP22-rearranged C-ALCL revealed a novel DUSP22::SNHG fusion coexisting with a CD58::WNT2B fusion. In conclusion, our findings demonstrated a lower rate of LEF1 expression in DUSP22-rearranged C-ALCL/LyP compared to previous reports that predominantly focused on S-ALCL. Moreover, we observed that the majority of ATLL cases also expressed LEF1, suggesting that the LEF1+/TIA1- immunoprofile does not differentiate DUSP22-rearranged C-ALCL/LyP from ATLL.


Subject(s)
Dual-Specificity Phosphatases , Gene Rearrangement , Immunophenotyping , Lymphoid Enhancer-Binding Factor 1 , Mitogen-Activated Protein Kinase Phosphatases , Skin Neoplasms , Humans , Dual-Specificity Phosphatases/genetics , Mitogen-Activated Protein Kinase Phosphatases/genetics , Male , Female , Middle Aged , Lymphoid Enhancer-Binding Factor 1/genetics , Lymphoid Enhancer-Binding Factor 1/analysis , Adult , Aged , Skin Neoplasms/genetics , Skin Neoplasms/pathology , Ki-1 Antigen/genetics , Ki-1 Antigen/analysis , Biomarkers, Tumor/genetics , Biomarkers, Tumor/analysis , Aged, 80 and over , In Situ Hybridization, Fluorescence , Mutation , Lymphomatoid Papulosis/genetics , Lymphomatoid Papulosis/pathology , Young Adult , Phenotype , Lymphoma, Primary Cutaneous Anaplastic Large Cell/genetics , Lymphoma, Primary Cutaneous Anaplastic Large Cell/pathology , Immunohistochemistry , Lymphoma, Large-Cell, Anaplastic/genetics , Lymphoma, Large-Cell, Anaplastic/pathology , Lymphoma, Large-Cell, Anaplastic/immunology
4.
Front Immunol ; 15: 1422836, 2024.
Article in English | MEDLINE | ID: mdl-38947330

ABSTRACT

Introduction: Neutrophils play a complex and important role in the immunopathology of TB. Data suggest they are protective during early infection but become a main driver of immunopathology if infection progresses to active disease. Neutrophils are now recognized to exist in functionally diverse states, but little work has been done on how neutrophil states or subsets are skewed in TB disease. Methods: To address this, we carried out comprehensive phenotyping by flow cytometry of neutrophils in the blood and airways of individuals with active pulmonary TB with and without HIV co-infection recruited in Durban, South Africa. Results: Active TB was associated with a profound skewing of neutrophils in the blood toward phenotypes associated with activation and apoptosis, reduced phagocytosis, reverse transmigration, and immune regulation. This skewing was also apparently in airway neutrophils, particularly the regulatory subsets expressing PDL-1 and LOX-1. HIV co-infection did not impact neutrophil subsets in the blood but was associated with a phenotypic change in the airways and a reduction in key neutrophil functional proteins cathelicidin and arginase 1. Discussion: Active TB is associated with profound skewing of blood and airway neutrophils and suggests multiple mechanisms by which neutrophils may exacerbate the immunopathology of TB. These data indicate potential avenues for reducing neutrophil-mediated lung pathology at the point of diagnosis.


Subject(s)
HIV Infections , Immunophenotyping , Neutrophils , Tuberculosis, Pulmonary , Humans , Neutrophils/immunology , Male , Adult , Female , HIV Infections/immunology , Tuberculosis, Pulmonary/immunology , Tuberculosis, Pulmonary/pathology , South Africa , Coinfection/immunology , Middle Aged , Phenotype , Flow Cytometry , Young Adult , Mycobacterium tuberculosis/immunology
5.
Front Immunol ; 15: 1433299, 2024.
Article in English | MEDLINE | ID: mdl-38962009

ABSTRACT

Background: Previous studies have highlighted the crucial role of immune cells in lung cancer development; however, the direct link between immunophenotypes and lung cancer remains underexplored. Methods: We applied two-sample Mendelian randomization (MR) analysis, using genetic variants as instruments to determine the causal influence of exposures on outcomes. This method, unlike traditional randomized controlled trials (RCTs), leverages genetic variants inherited randomly at conception, thus reducing confounding and preventing reverse causation. Our analysis involved three genome-wide association studies to assess the causal impact of 731 immune cell signatures on lung cancer using genetic instrumental variables (IVs). We initially used the standard inverse variance weighted (IVW) method and further validated our findings with three supplementary MR techniques (MR-Egger, weighted median, and MR-PRESSO) to ensure robustness. We also conducted MR-Egger intercept and Cochran's Q tests to assess heterogeneity and pleiotropy. Additionally, reverse MR analysis was performed to explore potential causality between lung cancer subtypes and identified immunophenotypes, using R software for all statistical calculations. Results: Our MR analysis identified 106 immune signatures significantly associated with lung cancer. Notably, we found five suggestive associations across all sensitivity tests (P<0.05): CD25 on IgD- CD24- cells in small cell lung carcinoma (ORIVW =0.885; 95% CI: 0.798-0.983; P IVW =0.022); CD27 on IgD+ CD24+ cells in lung squamous cell carcinoma (ORIVW =1.054; 95% CI: 1.010-1.100; P IVW =0.015); CCR2 on monocyte cells in lung squamous cell carcinoma (ORIVW =0.941; 95% CI: 0.898-0.987; P IVW =0.012); CD123 on CD62L+ plasmacytoid dendritic cells (ORIVW =0.958; 95% CI: 0.924-0.992; P IVW =0.017) as well as on plasmacytoid dendritic cells (ORIVW =0.958; 95% CI: 0.924-0.992; P IVW =0.017) in lung squamous cell carcinoma. Conclusion: This study establishes a significant genomic link between immune cells and lung cancer, providing a robust basis for future clinical research aimed at lung cancer management.


Subject(s)
Genome-Wide Association Study , Lung Neoplasms , Mendelian Randomization Analysis , Humans , Lung Neoplasms/genetics , Lung Neoplasms/immunology , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide , Risk Factors , Immunophenotyping
6.
J Immunol Res ; 2024: 6817965, 2024.
Article in English | MEDLINE | ID: mdl-38962578

ABSTRACT

Therapeutic vaccines based on monocyte-derived dendritic cells have been shown to be promising strategies and may act as complementary treatments for viral infections, cancers, and, more recently, autoimmune diseases. Alpha-type-1-polarized dendritic cells (aDC1s) have been shown to induce type-1 immunity with a high capacity to produce interleukin-12p70 (IL-12p70). In the clinical use of cell-based therapeutics, injectable solutions can affect the morphology, immunophenotypic profile, and viability of cells before delivery and their survival after injection. In this sense, preparing a cell suspension that maintains the quality of aDC1s is essential to ensure effective immunotherapy. In the present study, monocytes were differentiated into aDC1s in the presence of IL-4 and GM-CSF. On day 5, the cells were matured by the addition of a cytokine cocktail consisting of IFN-α, IFN-γ, IL-1ß, TNF-α, and Poly I:C. After 48 hr, mature aDC1s were harvested and suspended in two different solutions: normal saline and Ringer's lactate. The maintenance of cells in suspension was evaluated after 4, 6, and 8 hr of storage. Cell viability, immunophenotyping, and apoptosis analyses were performed by flow cytometry. Cellular morphology was observed by electron microscopy, and the production of IL-12p70 by aDC1s was evaluated by ELISA. Compared with normal saline, Ringer's lactate solution was more effective at maintaining DC viability for up to 8 hr of incubation at 4 or 22°C.


Subject(s)
Cell Differentiation , Cell Survival , Dendritic Cells , Immunotherapy , Interleukin-12 , Monocytes , Dendritic Cells/immunology , Humans , Monocytes/immunology , Immunotherapy/methods , Cell Survival/drug effects , Interleukin-12/metabolism , Immunophenotyping , Cytokines/metabolism , Cells, Cultured , Apoptosis , Injections
7.
Hematology ; 29(1): 2381170, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39037342

ABSTRACT

OBJECTIVES: Acute myeloid leukemia (AML) with ETV6::CHIC2 and basophilia is rare in hematologic malignancies with poor prognosis. Due to the small number of clinical cases, it is misdiagnosed and missed frequently, and it is necessary to explore laboratory detection for accurate diagnosis. METHODS: We report a case of AML with ETV6::CHIC2 and basophilia by morphological screening, immunotyping with precise gating, interpretation of FISH results, and RNA transcriptome sequencing, thus laying the accurate diagnosis for clinical treatment. RESULTS: We confirmed a rare case of AML with ETV6::CHIC2 rather than FIP1L1::PDGFRA by morphological analysis, correct immunophenotyping via precise gating, rejecting one-sided view of FISH positive result and targeted RNA sequencing. Precise analysis and more advanced means avoid misdiagnosis and missed frequently. After accurate diagnosis, venetoclax and decitabine therapy were given instead of imatinib; eventually, the patient achieved a relatively good effect. DISCUSSION: Immunophenotype analysis is necessary to detect the expression of CD7 when encountering pseudo-lymphocytes with multilineage dysplasia and basophilia. FISH and RT-PCR are still indispensable means of diagnosis of fusion genes in hematologic malignancies but can only detect a limited number of known partner genes and fusion genes with known break points. NGS can achieve sequence analysis indiscriminately and detect all fusion transcripts theoretically, greatly improving the detection range. NGS sequencing is required for t(4;12)(q11;p13) in AML that are not accompanied by eosinophilia.


Subject(s)
ETS Translocation Variant 6 Protein , Leukemia, Myeloid, Acute , Oncogene Proteins, Fusion , Repressor Proteins , Humans , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/diagnosis , Oncogene Proteins, Fusion/genetics , Repressor Proteins/genetics , Proto-Oncogene Proteins c-ets/genetics , Male , Immunophenotyping
8.
Front Immunol ; 15: 1402074, 2024.
Article in English | MEDLINE | ID: mdl-39044820

ABSTRACT

Background: Uveitis, characterized by inflammation of the iris, ciliary body, and choroid, presents a significant global clinical challenge, contributing substantially to visual impairment. Risk factors include autoimmune diseases and immune cell dysfunctions, yet many remain unidentified. Immune cells, notably T cells, B cells, and monocytes, play pivotal roles in uveitis pathogenesis. While biologic agents show promise, comprehensive studies on immune cell types in ocular diseases are lacking. Genome-wide association studies (GWAS) and Mendelian randomization (MR) present promising avenues to elucidate genetic susceptibilities and causal relationships between immune cell traits and uveitis risk. Methods: Two-sample MR analysis was used to evaluate the causal relationship between 731 immune cells and uveitis, and genome-wide significance analysis was performed for genetic variation in 731 immune cells traits (P < 5 × 10-8). Immune characteristics include median fluorescence intensity (MFI), relative cell counts (RC), absolute cell counts (AC), and morphological parameters (MP), which were determined by published GWAS, and public data from the IEU Open GWAS database. The main analysis method of MR is inverse variance weighting (IVW). Heterogeneity and horizontal pleiotropy were also assessed. Results: 5 immunophenotypes, including CD62L-DC %DC, IgD+ CD38dim %B cell, CD3 on CM CD4+T cell, CD3 on CD45RA-CD4 +T cell, and CD3 on CD39+ CD4+ Treg may increase the risk of uveitis. 5 immunophenotypes, including CD11b on CD33dim HLA DR-Myeloid cell, HLA DR on CD33dim HLA DR+ CD11b-myeloid cell, CD14-CD16 + %monocyte, HLA DR on CD14-CD16 + monocyte and PDL-1 on CD14-CD16 + monocyte was negatively associated with the risk of uveitis. Among them, HLA DR on CD14-CD16 + monocyte (OR=0.921, 95%CI =0.875-0.970, P=0.001) and HLA DR on CD33dim HLA DR+ CD11b- (OR=0.879, 95%CI = 0.833-0.927, P=0.00) were negatively associated with the risk of uveitis in bi-direction. Conclusion: These results indicate that 10 immune cells traits are significantly associated with the risk of developing uveitis and 2 of them were strongly associated with uveitis bi-directionally, after excluding the effects of confounding factors such as some immune diseases, which provided new ideas and therapeutic targets for the study of immune mechanism of uveitis.


Subject(s)
Genetic Predisposition to Disease , Genome-Wide Association Study , Mendelian Randomization Analysis , Uveitis , Humans , Uveitis/immunology , Uveitis/genetics , Polymorphism, Single Nucleotide , Immunophenotyping
9.
Immunohorizons ; 8(7): 492-499, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-39008056

ABSTRACT

The transcription factor FOXN1 plays an established role in thymic epithelial development to mediate selection of maturing thymocytes. Patients with heterozygous loss-of-function FOXN1 variants are associated with T cell lymphopenia at birth and low TCR excision circles that can ultimately recover. Although CD4+ T cell reconstitution in these patients is not completely understood, a lower proportion of naive T cells in adults has suggested a role for homeostatic proliferation. In this study, we present an immunophenotyping study of fraternal twins with low TCR excision circles at birth. Targeted primary immunodeficiency testing revealed a heterozygous variant of uncertain significance in FOXN1 (c.1205del, p.Pro402Leufs*148). We present the immune phenotypes of these two patients, as well as their father who carries the same FOXN1 variant, to demonstrate an evolving immune environment over time. While FOXN1 haploinsufficiency may contribute to thymic defects and T cell lymphopenia, we characterized the transcriptional activity and DNA binding of the heterozygous FOXN1 variant in 293T cells and found the FOXN1 variant to have different effects across several target genes. These data suggest multiple mechanisms for similar FOXN1 variants pathogenicity that may be mutation specific. Increased understanding of how these variants drive transcriptional regulation to impact immune cell populations will guide the potential need for therapeutics, risk for infection or autoimmunity over time, and help inform clinical decisions for other variants that might arise.


Subject(s)
Forkhead Transcription Factors , Heterozygote , Immunophenotyping , Humans , Forkhead Transcription Factors/genetics , Forkhead Transcription Factors/metabolism , Male , Female , Lymphopenia/genetics , Lymphopenia/immunology , Mutation , Adult , Haploinsufficiency , T-Lymphocytes/immunology , HEK293 Cells , Infant, Newborn , Thymus Gland/immunology , Thymus Gland/metabolism
10.
Sci Rep ; 14(1): 15993, 2024 Jul 10.
Article in English | MEDLINE | ID: mdl-38987567

ABSTRACT

Identifying sources of variance that contribute to residual feed intake (RFI) can aid in improving feed efficiency. The objectives of this study were to investigate immune cells phenotype and bioenergetic measures in CD4+ T cells in low feed efficient (LE) and high feed efficient (HE) dairy cows. Sixty-four Holstein cows were enrolled at 93 ± 22 days in milk (DIM) and monitored for 7 weeks to measure RFI. Cows with the highest RFI (LE; n = 14) or lowest RFI (HE; n = 14) were selected to determine immune cells phenotype using flow cytometry. Blood was sampled in the same LE and HE cows at 234 ± 22 DIM to isolate peripheral blood mononuclear cells, followed by magnetic separation of CD4+ T lymphocytes using bovine specific monoclonal antibodies. The metabolic function of isolated CD4+ T lymphocytes was evaluated under resting and activated states. An increased expression of CD62L+ cells within CD8+ T lymphocytes and CD21+ B lymphocytes was observed in HE cows compared to LE cows. CD4+ T lymphocytes of HE cows exhibited an increased mitochondrial and glycolytic activity in resting and activated states compared to LE cows. These data suggest that immune cells in HE cows exhibit an increased metabolic function, which might influence nutrient partitioning and utilization and serve as a source of variation in feed efficiency that warrants future investigation.


Subject(s)
CD4-Positive T-Lymphocytes , Energy Metabolism , Phenotype , Animals , Cattle , CD4-Positive T-Lymphocytes/metabolism , CD4-Positive T-Lymphocytes/immunology , Female , Animal Feed/analysis , Dairying , Flow Cytometry , Immunophenotyping
11.
Methods Mol Biol ; 2826: 15-30, 2024.
Article in English | MEDLINE | ID: mdl-39017882

ABSTRACT

Ultrasound-guided fine needle biopsy, also known as fine needle aspiration, of human axillary lymph nodes is a safe and effective procedure to assess the immune response within the lymph nodes following vaccination. Once acquired, lymph node cells can be characterized via flow cytometric immunophenotyping and/or single-cell RNA sequencing for gene expression and T and B cell receptors. Analysis of the immune cells from the lymph nodes enables the investigation of T and B cells that may interact at this site. These interactions may lead to germinal center formation and expansion, critical for the generation of effective immunity to vaccination. Directly studying the dynamic processes and interaction of the key cells has been challenging in humans due to the anatomically protected location of these cells. Here, we describe the methods involved in ultrasound-guided fine needle biopsy of human axillary lymph nodes in response to vaccination and subsequent analyses of the B cell populations.


Subject(s)
Axilla , B-Lymphocytes , Lymph Nodes , Vaccination , Humans , Lymph Nodes/pathology , Lymph Nodes/immunology , B-Lymphocytes/immunology , B-Lymphocytes/metabolism , Vaccination/methods , Flow Cytometry/methods , Immunophenotyping , Biopsy, Fine-Needle/methods , Image-Guided Biopsy/methods
12.
Immunohorizons ; 8(7): 500-510, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-39018546

ABSTRACT

The critical importance of the thymus for generating new naive T cells that protect against novel infections and are tolerant to self-antigens has led to a recent revival of interest in monitoring thymic function in species other than humans and mice. Nonhuman primates such as rhesus macaques (Macaca mulatta) provide particularly useful animal models for translational research in immunology. In this study, we tested the performance of a 15-marker multicolor Ab panel for flow cytometric phenotyping of lymphocyte subsets directly from rhesus whole blood, with validation by thymectomy and T cell depletion. Immunohistochemical and multiplex RNA expression analysis of thymus tissue biopsies and molecular assays on PBMCs were used to further validate thymus function. Results identify Ab panels that can accurately classify rhesus naive T cells (CD3+CD45RA+CD197+ or CD3+CD28+CD95-) and recent thymic emigrants (CD8+CD28+CD95-CD103+CD197+) using just 100 µl of whole blood and commercially available fluorescent Abs. An immunohistochemical panel reactive with pan-cytokeratin (CK), CK14, CD3, Ki-67, CCL21, and TdT provides histologic evidence of thymopoiesis from formalin-fixed, paraffin-embedded thymus tissues. Identification of mRNAs characteristic of both functioning thymic epithelial cells and developing thymocytes and/or molecular detection of products of TCR gene rearrangement provide additional complementary methods to evaluate thymopoiesis, without requiring specific Abs. Combinations of multiparameter flow cytometry, immunohistochemistry, multiplex gene expression, and TCR excision circle assays can comprehensively evaluate thymus function in rhesus macaques while requiring only minimal amounts of peripheral blood or biopsied thymus tissue.


Subject(s)
Flow Cytometry , Macaca mulatta , Thymus Gland , Animals , Thymus Gland/immunology , Thymus Gland/metabolism , Thymus Gland/cytology , Immunohistochemistry , Immunophenotyping , Male , Female , T-Lymphocyte Subsets/immunology , T-Lymphocyte Subsets/metabolism , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Thymectomy
13.
Front Immunol ; 15: 1404640, 2024.
Article in English | MEDLINE | ID: mdl-39007128

ABSTRACT

Introduction: Deep learning (DL) models predicting biomarker expression in images of hematoxylin and eosin (H&E)-stained tissues can improve access to multi-marker immunophenotyping, crucial for therapeutic monitoring, biomarker discovery, and personalized treatment development. Conventionally, these models are trained on ground truth cell labels derived from IHC-stained tissue sections adjacent to H&E-stained ones, which might be less accurate than labels from the same section. Although many such DL models have been developed, the impact of ground truth cell label derivation methods on their performance has not been studied. Methodology: In this study, we assess the impact of cell label derivation on H&E model performance, with CD3+ T-cells in lung cancer tissues as a proof-of-concept. We compare two Pix2Pix generative adversarial network (P2P-GAN)-based virtual staining models: one trained with cell labels obtained from the same tissue section as the H&E-stained section (the 'same-section' model) and one trained on cell labels from an adjacent tissue section (the 'serial-section' model). Results: We show that the same-section model exhibited significantly improved prediction performance compared to the 'serial-section' model. Furthermore, the same-section model outperformed the serial-section model in stratifying lung cancer patients within a public lung cancer cohort based on survival outcomes, demonstrating its potential clinical utility. Discussion: Collectively, our findings suggest that employing ground truth cell labels obtained through the same-section approach boosts immunophenotyping DL solutions.


Subject(s)
Deep Learning , Immunophenotyping , Lung Neoplasms , Staining and Labeling , Humans , Lung Neoplasms/immunology , Lung Neoplasms/pathology , Staining and Labeling/methods , Biomarkers, Tumor/metabolism , Male , T-Lymphocytes/immunology , Female
14.
Nat Commun ; 15(1): 5960, 2024 Jul 16.
Article in English | MEDLINE | ID: mdl-39013877

ABSTRACT

Hookworm infection remains a significant public health concern, particularly in low- and middle-income countries, where mass drug administration has not stopped reinfection. Developing a vaccine is crucial to complement current control measures, which necessitates a thorough understanding of host immune responses. By leveraging controlled human infection models and high-dimensional immunophenotyping, here we investigated the immune remodeling following infection with 50 Necator americanus L3 hookworm larvae in four naïve volunteers over two years of follow-up and compared the profiles with naturally infected populations in endemic areas. Increased plasmacytoid dendritic cell frequency and diminished responsiveness to Toll-like receptor 7/8 ligand were observed in both controlled and natural infection settings. Despite the increased CD45RA+ regulatory T cell (Tregs) frequencies in both settings, markers of Tregs function, including inducible T-cell costimulatory (ICOS), tumor necrosis factor receptor 2 (TNFR2), and latency-associated peptide (LAP), as well as in vitro Tregs suppressive capacity were higher in natural infections. Taken together, this study provides unique insights into the immunological trajectories following a first-in-life hookworm infection compared to natural infections.


Subject(s)
Dendritic Cells , Necator americanus , T-Lymphocytes, Regulatory , Humans , T-Lymphocytes, Regulatory/immunology , Animals , Dendritic Cells/immunology , Necator americanus/immunology , Male , Adult , Necatoriasis/immunology , Hookworm Infections/immunology , Hookworm Infections/parasitology , Female , Endemic Diseases , Young Adult , Immunophenotyping
15.
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
16.
Sci Rep ; 14(1): 14974, 2024 06 28.
Article in English | MEDLINE | ID: mdl-38951667

ABSTRACT

Bovine alveolar macrophages (AMs) defend the lungs against pathogens such as Mycobacterium bovis (M. bovis), the causative agent of bovine tuberculosis. However, little is known about the surface molecules expressed by bovine AMs and whether there is heterogeneity within the population. The purpose of this study was to characterise the bovine AM cell surface phenotype using flow cytometry. Bronchoalveolar lavage samples from four different calves were stained with a combination of antibodies against immune cell molecules prior to flow cytometric analysis. To assess the degree of expression, we considered the distribution and relative intensities of stained and unstained cells. We demonstrated that bovine AMs have high expression of CD172a, ADGRE1, CD206, and CD14, moderate expression of CD80, MHC II, CD1b, and CD40, low expression of CX3CR1 and CD86, and little or no expression of CD16 and CD26. Two distinct subsets of bovine AMs were identified based on CD163 expression. Subsequent analysis showed that the CD163+ subset had greater expression of other typical macrophage molecules compared to the CD163- subset, suggesting that these cells may perform different roles during infection. The characterisation of the uninfected bovine AM phenotype will provide a foundation for the examination of M. bovis-infected AMs.


Subject(s)
Antigens, CD , Antigens, Differentiation, Myelomonocytic , Macrophages, Alveolar , Receptors, Cell Surface , Animals , Cattle , Macrophages, Alveolar/metabolism , Antigens, Differentiation, Myelomonocytic/metabolism , Antigens, CD/metabolism , Receptors, Cell Surface/metabolism , Phenotype , Mycobacterium bovis/immunology , Flow Cytometry , Tuberculosis, Bovine/metabolism , Tuberculosis, Bovine/immunology , Tuberculosis, Bovine/microbiology , Immunophenotyping , Bronchoalveolar Lavage Fluid
17.
BMC Cancer ; 24(1): 809, 2024 Jul 07.
Article in English | MEDLINE | ID: mdl-38973003

ABSTRACT

BACKGROUND: Pancreatic Ductal Adenocarcinoma (PDAC) is an aggressive cancer characterized by an immunosuppressive microenvironment. Patients from specific ethnicities and population groups have poorer prognoses than others. Therefore, a better understanding of the immune landscape in such groups is necessary for disease elucidation, predicting patient outcomes and therapeutic targeting. This study investigated the expression of circulating key immune cell markers in South African PDAC patients of African ancestry. METHODS: Blood samples were obtained from a total of 6 healthy volunteers (HC), 6 Chronic Pancreatitis (CP) and 34 PDAC patients consisting of 22 resectable (RPC), 8 locally advanced (LAPC) and 4 metastatic (MPC). Real-time Quantitative Polymerase Chain reactions (RT-qPCR), Metabolomics, Enzyme-Linked Immunosorbent Assay (ELISA), Reactive Oxygen Species (ROS), and Immunophenotyping assays were conducted. Statistical analysis was conducted in R (v 4.3.2). Additional analysis of single-cell RNA data from 20 patients (16 PDAC and 4 controls) was conducted to interrogate the distribution of T-cell and Natural Killer cell populations. RESULTS: Granulocyte and neutrophil levels were significantly elevated while lymphocytes decreased with PDAC severity. The total percentages of CD3 T-cell subpopulations (helper and double negative T-cells) decreased when compared to HC. Although both NK (p = 0.014) and NKT (p < 0.001) cell levels increased as the disease progressed, their subsets: NK CD56dimCD16- (p = 0.024) and NKTs CD56+ (p = 0.008) cell levels reduced significantly. Of note is the negative association of NK CD56dimCD16- (p < 0.001) cell levels with survival time. The gene expression analyses showed no statistically significant correlation when comparing the PDAC groups with the controls. The inflammatory status of PDAC was assessed by ROS levels of serum which were elevated in CP (p = 0.025), (RPC (p = 0.003) and LAPC (p = 0.008)) while no significant change was observed in MPC, compared to the HC group. ROS was shown to be positively correlated with GlycA (R = 0.45, p = 0.0096). Single-cell analyses showed a significant difference in the ratio of NKT cells per total cell counts in LAPC (p < 0.001) and MPC (p < 0.001) groups compared with HC, confirming observations in our sample group. CONCLUSION: The expression of these immune cell markers observed in this pilot study provides insight into their potential roles in tumour progression in the patient group and suggests their potential utility in the development of immunotherapeutic strategies.


Subject(s)
Carcinoma, Pancreatic Ductal , Disease Progression , Pancreatic Neoplasms , Humans , Carcinoma, Pancreatic Ductal/immunology , Carcinoma, Pancreatic Ductal/pathology , Carcinoma, Pancreatic Ductal/genetics , Male , Female , Middle Aged , Pancreatic Neoplasms/immunology , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/genetics , South Africa , Aged , Adult , Biomarkers, Tumor/genetics , Killer Cells, Natural/immunology , Killer Cells, Natural/metabolism , Pancreatitis, Chronic/immunology , Pancreatitis, Chronic/genetics , Pancreatitis, Chronic/pathology , Reactive Oxygen Species/metabolism , Immunophenotyping
18.
Int J Mol Sci ; 25(13)2024 Jun 28.
Article in English | MEDLINE | ID: mdl-39000252

ABSTRACT

There are many potential therapeutic applications for autologous adipose-derived stromal cells. These cells are found in a heterogeneous population isolated from adipose tissue called the stromal vascular fraction (SVF). Closed automated systems are available to release cells from the adherent stroma. Here, we test one system to evaluate the heterogeneous output for yield, purity, cellular characterization, and stemness criteria. The SVF was isolated from three donors using the Automated Cell Station (ACS) from BSL Co., Ltd., Busan, Republic of Korea. The SVF cellular output was characterized for cell yield and viability, immunophenotyping analysis, pluripotent differentiation potential, adhesion to plastic, and colony-forming units. Additionally, the SVF was tested for endotoxin and collagenase residuals. The SVF yield from the ACS system was an average volume of 7.9 ± 0.5 mL containing an average of 19 × 106 nucleated cells with 85 ± 12% viability. Flow cytometry identified a variety of cells, including ASCs (23%), macrophages (24%), endothelial cells (5%), pericytes (4%), and transitional cells (0.5%). The final concentrated product contained cells capable of differentiating into adipogenic, chondrogenic, and osteogenic phenotypes. Furthermore, tests for SVF sterility and purity showed no evidence of endotoxin or collagenase residuals. The ACS system can efficiently process cells from adipose tissue within the timeframe of a single surgical procedure. The cellular characterization indicated that this system can yield a sterile and concentrated SVF output, providing a valuable source of ASCs within the heterogeneous cell population.


Subject(s)
Adipose Tissue , Collagenases , Collagenases/metabolism , Humans , Pilot Projects , Adipose Tissue/cytology , Cell Differentiation , Stromal Cells/cytology , Stromal Cells/metabolism , Cell Separation/methods , Cells, Cultured , Cell Survival , Female , Immunophenotyping
19.
Front Immunol ; 15: 1401542, 2024.
Article in English | MEDLINE | ID: mdl-39011037

ABSTRACT

Aims/hypothesis: There is increasing evidence for heterogeneity in type 1 diabetes mellitus (T1D): not only the age of onset and disease progression rate differ, but also the risk of complications varies markedly. Consequently, the presence of different disease endotypes has been suggested. Impaired T and B cell responses have been established in newly diagnosed diabetes patients. We hypothesized that deciphering the immune cell profile in peripheral blood of adults with longstanding T1D may help to understand disease heterogeneity. Methods: Adult patients with longstanding T1D and healthy controls (HC) were recruited, and their blood immune cell profile was determined using multicolour flow cytometry followed by a machine-learning based elastic-net (EN) classification model. Hierarchical clustering was performed to identify patient-specific immune cell profiles. Results were compared to those obtained in matched healthy control subjects. Results: Hierarchical clustering analysis of flow cytometry data revealed three immune cell composition-based distinct subgroups of individuals: HCs, T1D-group-A and T1D-group-B. In general, T1D patients, as compared to healthy controls, showed a more active immune profile as demonstrated by a higher percentage and absolute number of neutrophils, monocytes, total B cells and activated CD4+CD25+ T cells, while the abundance of regulatory T cells (Treg) was reduced. Patients belonging to T1D-group-A, as compared to T1D-group-B, revealed a more proinflammatory phenotype characterized by a lower percentage of FOXP3+ Treg, higher proportions of CCR4 expressing CD4 and CD8 T cell subsets, monocyte subsets, a lower Treg/conventional Tcell (Tconv) ratio, an increased proinflammatory cytokine (TNFα, IFNγ) and a decreased anti-inflammatory (IL-10) producing potential. Clinically, patients in T1D-group-A had more frequent diabetes-related macrovascular complications. Conclusions: Machine-learning based classification of multiparameter flow cytometry data revealed two distinct immunological profiles in adults with longstanding type 1 diabetes; T1D-group-A and T1D-group-B. T1D-group-A is characterized by a stronger pro-inflammatory profile and is associated with a higher rate of diabetes-related (macro)vascular complications.


Subject(s)
Diabetes Mellitus, Type 1 , Humans , Diabetes Mellitus, Type 1/immunology , Diabetes Mellitus, Type 1/blood , Male , Adult , Female , Middle Aged , Machine Learning , T-Lymphocytes, Regulatory/immunology , Flow Cytometry , Diabetic Angiopathies/immunology , Diabetic Angiopathies/blood , Case-Control Studies , Immunophenotyping
20.
Ren Fail ; 46(2): 2381593, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39039855

ABSTRACT

BACKGROUND: Previous observational studies have shown that immune cells play an important role in IgA nephropathy. However, the specific causal relationship between the two is inconsistent. METHODS: We used a two-sample mendelian randomization(MR) analysis to investigate the causal association between 731 immune cell signatures and IgA nephropathy in this study. Based on published GWAS data, immune cells were characterized by four immune types absolute cell (AC) counts, median fluorescence intensity (MFI), morphological parameters (MP), relative cell (RC) counts. Meanwhile, heterogeneity test, horizontal pleiotropy and sensitivity test were used to evaluate the robustness and reliability of the results. RESULTS: An important causal association was achieved for 14 RC traits/IgA nephropathy, 3 AC traits/IgA nephropathy, 10 MFI traits/IgA nephropathy, and 1 MP trait/IgA nephropathy. However, after false discovery rate (FDR) correction, only one immunophenotype was found to be protective against IgA nephropathy. The OR of herpesvirus entry mediator (HVEM) on terminally differentiated CD4+ T cell (maturation stages of T-cell panel) on IgA nephropathy risk was estimated to be 0.727 (95%CI: 0.624-0.847, p = 4.20e - 05, PFDR = 0.023) according to inverse variance weighting (IVW) method, and the weighted-median method yielded similar results (OR = 0.743, 95% CI: 0.596-0.927, p = 0.008). Although not statistically significant, the association was consistent with MR-Egger, simple mode and weighted mode. CONCLUSIONS: Our study further confirmed that immune cells play a complex and important role in the pathogenesis of IgA nephropathy, providing evidence for clinical research.


Subject(s)
Genome-Wide Association Study , Glomerulonephritis, IGA , Mendelian Randomization Analysis , Glomerulonephritis, IGA/genetics , Glomerulonephritis, IGA/immunology , Humans , Polymorphism, Single Nucleotide , CD4-Positive T-Lymphocytes/immunology , Immunophenotyping
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