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2.
Expert Rev Clin Immunol ; 19(8): 1041-1049, 2023.
Article in English | MEDLINE | ID: mdl-37226507

ABSTRACT

INTRODUCTION: Type 2 targeting biologics have reached the market first for asthma and since 2019 also for CRSwNP. As clear guidelines and predictors for optimal biological choice are missing, patients are sometimes required to switch biologic therapy in order to find the optimal treatment result. In this paper, we evaluate reasons for switching biologics and the treatment effects after each sequential switch. MATERIALS AND METHODS: Ninety-four patients who switched from one biologic to another for their treatment of CRSwNP and asthma were evaluated. RESULTS: Twenty patients experienced satisfactory control of CRSwNP, but insufficient control of severe asthma. Fifty-one patients experienced satisfactory control of severe asthma, but insufficient control of CRSwNP/EOM. Twenty-eight patients experienced insufficient control of both upper and lower airways. Thirteen patients had to switch because of side effects. Furthermore, two cases are described to clarify clinical decision-making. DISCUSSION: For abovementioned patients, a multidisciplinary approach is mandatory to find the best suitable biologic. It seems ineffective to switch to a second anti-IL5 treatment if the first one is not successful. Most patients that failed omalizumab and/or an anti-IL-5 treatment are well controlled on dupilumab. Therefore, we suggest to use dupilumab as first choice when switching biologic agents.


Subject(s)
Asthma , Biological Products , Nasal Polyps , Rhinitis , Sinusitis , Humans , Nasal Polyps/drug therapy , Rhinitis/drug therapy , Asthma/drug therapy , Chronic Disease , Sinusitis/drug therapy , Clinical Decision-Making , Biological Products/therapeutic use
3.
Eur Respir Rev ; 32(168)2023 Jun 30.
Article in English | MEDLINE | ID: mdl-37137510

ABSTRACT

BACKGROUND: COPD and adult-onset asthma (AOA) are the most common noncommunicable respiratory diseases. To improve early identification and prevention, an overview of risk factors is needed. We therefore aimed to systematically summarise the nongenetic (exposome) risk factors for AOA and COPD. Additionally, we aimed to compare the risk factors for COPD and AOA. METHODS: In this umbrella review, we searched PubMed for articles from inception until 1 February 2023 and screened the references of relevant articles. We included systematic reviews and meta-analyses of observational epidemiological studies in humans that assessed a minimum of one lifestyle or environmental risk factor for AOA or COPD. RESULTS: In total, 75 reviews were included, of which 45 focused on risk factors for COPD, 28 on AOA and two examined both. For asthma, 43 different risk factors were identified while 45 were identified for COPD. For AOA, smoking, a high body mass index (BMI), wood dust exposure and residential chemical exposures, such as formaldehyde exposure or exposure to volatile organic compounds, were amongst the risk factors found. For COPD, smoking, ambient air pollution including nitrogen dioxide, a low BMI, indoor biomass burning, childhood asthma, occupational dust exposure and diet were amongst the risk factors found. CONCLUSIONS: Many different factors for COPD and asthma have been found, highlighting the differences and similarities. The results of this systematic review can be used to target and identify people at high risk for COPD or AOA.


Subject(s)
Air Pollution , Asthma , Pulmonary Disease, Chronic Obstructive , Adult , Humans , Child , Pulmonary Disease, Chronic Obstructive/diagnosis , Pulmonary Disease, Chronic Obstructive/epidemiology , Pulmonary Disease, Chronic Obstructive/etiology , Asthma/diagnosis , Asthma/epidemiology , Risk Factors , Dust , Environmental Exposure/adverse effects
4.
Sci Rep ; 10(1): 9716, 2020 06 16.
Article in English | MEDLINE | ID: mdl-32546713

ABSTRACT

Flow Cytometry is an analytical technology to simultaneously measure multiple markers per single cell. Ten thousands to millions of single cells can be measured per sample and each sample may contain a different number of cells. All samples may be bundled together, leading to a 'multi-set' structure. Many multivariate methods have been developed for Flow Cytometry data but none of them considers this structure in their quantitative handling of the data. The standard pre-processing used by existing multivariate methods provides models mainly influenced by the samples with more cells, while such a model should provide a balanced view of the biomedical information within all measurements. We propose an alternative 'multi-set' preprocessing that corrects for the difference in number of cells measured, balancing the relative importance of each multi-cell sample in the data while using all data collected from these expensive analyses. Moreover, one case example shows how multi-set pre-processing may benefit removal of undesired measurement-to-measurement variability and another where class-based multi-set pre-processing enhances the studied response upon comparison to the control reference samples. Our results show that adjusting data analysis algorithms to consider this multi-set structure may greatly benefit immunological insight and classification performance of Flow Cytometry data.


Subject(s)
Electronic Data Processing/methods , Flow Cytometry/methods , Multivariate Analysis , Algorithms , Biomarkers , Data Analysis , Humans , Mathematical Computing , Research Design
6.
PLoS One ; 13(10): e0206175, 2018.
Article in English | MEDLINE | ID: mdl-30376575

ABSTRACT

Endurance exercise is associated with a transient increase in neutrophil counts in the peripheral blood. Here we investigate the impact of intensified endurance exercise on the neutrophil compartment. We hypothesized that intensified endurance exercise leads to mobilization of neutrophil subsets, which are normally absent in the blood. Furthermore, we followed the potential build-up of neutrophil activation and the impact on overnight recovery of the neutrophil compartment during a seven-day cycling tour. The neutrophil compartment was studied in 28 healthy amateur cyclists participating in an eight-day strenuous cycling tour. Blood samples were taken at baseline, after 4 days and after 7 days of cycling. The neutrophil compartment was analyzed in terms of numbers and its phenotype by deep phenotyping of flow cytometry data with the multi-dimensional analysis method FLOOD. Repeated endurance exercise led to a gradual increase in total neutrophil counts over the days leading to a 1.26 fold-increase (95%CI 1.01-1.51 p = 0.0431) in the morning of day 8. Flow cytometric measurements revealed the appearance of 2 additional neutrophil subsets: CD16brightCD62Ldim and CD16dimCD62Lbright. A complex change in neutrophil phenotypes was present characterized by decreased expression of both CD11b and CD62L and marked increased expression of LAIR-1, VLA-4 and CBRM1/5. The changes in expression were found on all neutrophils present in the blood. Strikingly, in strong contrast to our findings during acute inflammation evoked by LPS challenge, these neutrophils did not upregulate classical degranulation markers. In fact, our FLOOD analysis revealed that the exercise induced neutrophil phenotype did not overlap with the neutrophil subsets arising upon acute inflammation. In conclusion, during multiple days of endurance exercise the neutrophil compartment does not regain homeostasis overnight. Thereby our study supports the concept of a build-up of inflammatory cues during repeated endurance exercise training, causing a prolonged change of the systemic neutrophil compartment.


Subject(s)
Flow Cytometry/methods , Neutrophils/cytology , Neutrophils/immunology , Physical Endurance/physiology , Adult , Bicycling , Blood Cell Count , CD11b Antigen/metabolism , Female , GPI-Linked Proteins/metabolism , Gene Expression Regulation , Healthy Volunteers , Humans , Integrin alpha4beta1/metabolism , L-Selectin/metabolism , Male , Middle Aged , Phenotype , Receptors, IgG/metabolism , Receptors, Immunologic/metabolism
7.
Sci Rep ; 8(1): 10907, 2018 Jul 19.
Article in English | MEDLINE | ID: mdl-30026601

ABSTRACT

Multicolor Flow Cytometry (MFC)-based gating allows the selection of cellular (pheno)types based on their unique marker expression. Current manual gating practice is highly subjective and may remove relevant information to preclude discovery of cell populations with specific co-expression of multiple markers. Only multivariate approaches can extract such aspects of cell variability from multi-dimensional MFC data. We describe the novel method ECLIPSE (Elimination of Cells Lying in Patterns Similar to Endogeneity) to identify and characterize aberrant cells present in individuals out of homeostasis. ECLIPSE combines dimensionality reduction by Simultaneous Component Analysis with Kernel Density Estimates. A Difference between Densities (DbD) is used to eliminate cells in responder samples that overlap in marker expression with cells of controls. Thereby, subsequent data analyses focus on the immune response-specific cells, leading to more informative and focused models. To prove the power of ECLIPSE, we applied the method to study two distinct datasets: the in vivo neutrophil response induced by systemic endotoxin challenge and in studying the heterogeneous immune-response of asthmatics. ECLIPSE described the well-characterized common response in the LPS challenge insightfully, while identifying slight differences between responders. Also, ECLIPSE enabled characterization of the immune response associated to asthma, where the co-expressions between all markers were used to stratify patients according to disease-specific cell profiles.


Subject(s)
Asthma/immunology , Computational Biology/methods , Endotoxins/adverse effects , Flow Cytometry/methods , Lymphocytes/cytology , Adult , Aged , Algorithms , Biomarkers/metabolism , Case-Control Studies , Endotoxins/immunology , Female , Humans , Lymphocytes/metabolism , Male , Middle Aged , Young Adult
8.
Mucosal Immunol ; 11(5): 1408-1419, 2018 09.
Article in English | MEDLINE | ID: mdl-29907870

ABSTRACT

Human type-2 CD8+ T cells are a cell population with potentially important roles in allergic disease. We investigated this in the context of severe asthma with persistent airway eosinophilia-a phenotype associated with high exacerbation risk and responsiveness to type-2 cytokine-targeted therapies. In two independent cohorts we show that, in contrast to Th2 cells, type-2 cytokine-secreting CD8+CRTH2+ (Tc2) cells are enriched in blood and airways in severe eosinophilic asthma. Concentrations of prostaglandin D2 (PGD2) and cysteinyl leukotriene E4 (LTE4) are also increased in the airways of the same group of patients. In vitro PGD2 and LTE4 function synergistically to trigger Tc2 cell recruitment and activation in a TCR-independent manner. These lipids regulate diverse genes in Tc2 cells inducing type-2 cytokines and many other pro-inflammatory cytokines and chemokines, which could contribute to eosinophilia. These findings are consistent with an important innate-like role for human Tc2 cells in severe eosinophilic asthma and suggest a potential target for therapeutic intervention in this and other diseases.


Subject(s)
Asthma/drug therapy , CD8-Positive T-Lymphocytes/drug effects , Lipids/pharmacology , Pulmonary Eosinophilia/drug therapy , A549 Cells , Asthma/immunology , CD8-Positive T-Lymphocytes/immunology , Cell Line, Tumor , Chemokines/immunology , Cytokines/immunology , Humans , Hypersensitivity/drug therapy , Inflammation/drug therapy , Leukotriene E4/immunology , Lymphocyte Count/methods , Mast Cells/drug effects , Mast Cells/immunology , Prostaglandin D2/immunology , Pulmonary Eosinophilia/immunology , Th2 Cells/drug effects , Th2 Cells/immunology
9.
Cytometry A ; 93(5): 540-547, 2018 05.
Article in English | MEDLINE | ID: mdl-29533506

ABSTRACT

Upon activation granulocytes upregulate several adhesion molecules (CD11b) and granule proteins (CD35, CD66b) and shed surface l-selectin (CD62L). These changes in expression, as assessed by flow cytometry, can be used as markers for activation. Whereas these markers are usually studied in fresh blood samples, a new method is required when samples are collected at a field site with no direct access to a flow cytometer. Therefore, we developed and tested a field-applicable method in which fixed leukocytes were cryopreserved. Using this method, the intensity of granulocyte activation markers was compared to samples that were either stained fresh, or fixed prior to staining but not cryopreserved. In addition, the response to an in vitro stimulation with fMLF was determined. While we observed differences in marker intensities when comparing fresh and fixed granulocytes, similar intensities were found between fixed cells that had been cryopreserved and fixed cells that did not undergo cryopreservation. Although fixation using FACS lysing solution might lead to membrane permeabilization, activation markers, and the responsiveness to fMLF or eotaxin could still be clearly measured. This method will, therefore, enable future studies of granulocyte activation in settings with limited resources and will allow simultaneous analysis of samples collected at different time points. © 2018 International Society for Advancement of Cytometry.


Subject(s)
Cryopreservation/methods , Flow Cytometry/methods , Granulocytes/cytology , Granulocytes/immunology , Humans
10.
Sci Rep ; 7(1): 5471, 2017 07 14.
Article in English | MEDLINE | ID: mdl-28710472

ABSTRACT

Multicolour Flow Cytometry (MFC) produces multidimensional analytical data on the quantitative expression of multiple markers on single cells. This data contains invaluable biomedical information on (1) the marker expressions per cell, (2) the variation in such expression across cells, (3) the variability of cell marker expression across samples that (4) may vary systematically between cells collected from donors and patients. Current conventional and even advanced data analysis methods for MFC data explore only a subset of these levels. The Discriminant Analysis of MultiAspect CYtometry (DAMACY) we present here provides a comprehensive view on health and disease responses by integrating all four levels. We validate DAMACY by using three distinct datasets: in vivo response of neutrophils evoked by systemic endotoxin challenge, the clonal response of leukocytes in bone marrow of acute myeloid leukaemia (AML) patients, and the complex immune response in blood of asthmatics. DAMACY provided good accuracy 91-100% in the discrimination between health and disease, on par with literature values. Additionally, the method provides figures that give insight into the marker expression and cell variability for more in-depth interpretation, that can benefit both physicians and biomedical researchers to better diagnose and monitor diseases that are reflected by changes in blood leukocytes.


Subject(s)
Biomarkers/analysis , Data Analysis , Flow Cytometry/methods , Single-Cell Analysis , Adult , Aged , Asthma/pathology , Color , Discriminant Analysis , Humans , Leukemia, Myeloid, Acute/pathology , Lipopolysaccharides/pharmacology , Middle Aged , Models, Biological , Phenotype , Young Adult
11.
Immunol Allergy Clin North Am ; 36(3): 609-23, 2016 08.
Article in English | MEDLINE | ID: mdl-27401629

ABSTRACT

Asthma is a heterogeneous disease that can be classified into different clinical endotypes, depending on the type of airway inflammation, clinical severity, and response to treatment. This article focuses on the eosinophilic endotype of asthma, which is defined by the central role that eosinophils play in the pathophysiology of the condition. It is characterized by persistently elevated sputum and/or blood eosinophils and by a significant response to treatments that suppress eosinophilia. Eosinophil activity in the airway may be more important than their numbers and this needs to be investigated. Transcriplomic or Metabolomic signatures may also be useful to identify this endotype.


Subject(s)
Anti-Asthmatic Agents/therapeutic use , Asthma/drug therapy , Biological Products/therapeutic use , Anti-Asthmatic Agents/administration & dosage , Anti-Asthmatic Agents/adverse effects , Asthma/diagnosis , Asthma/etiology , Asthma/metabolism , Biological Products/administration & dosage , Biological Products/adverse effects , Biomarkers , Clinical Trials as Topic , Cytokines/antagonists & inhibitors , Cytokines/metabolism , Eosinophilia/immunology , Eosinophilia/metabolism , Eosinophilia/pathology , Humans , Phenotype , Severity of Illness Index , Th2 Cells/drug effects , Th2 Cells/immunology , Th2 Cells/metabolism , Treatment Outcome
12.
Ther Adv Respir Dis ; 9(4): 135-45, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25900924

ABSTRACT

Two recent phase III trials in patients with severe eosinophilic asthma have shown that anti-interleukin 5 (IL-5) therapy with mepolizumab reduces the frequency of asthma attacks, improves symptoms and allows patients to reduce oral glucocorticoid use without loss of control of asthma. An earlier large 616 patient Dose Ranging Efficacy And safety with Mepolizumab in severe asthma (DREAM) study had shown that the only variables associated with treatment efficacy were a prior history of asthma attacks and the peripheral blood eosinophil count. The link between blood eosinophil counts and treatment efficacy is biologically obvious given that IL-5 has a pivotal role in eosinophil production, proliferation and chemotaxis. It is also clinically relevant as the blood eosinophil count is routinely measured and thus readily available in patients with asthma. Recognition of the link between airway or blood eosinophilia and treatment response was also important in the clinical testing of the alternative IL-5 blocker, such as reslizumab, which is currently being evaluated in a phase III randomized controlled trial (RCT) after having shown to improve lung function, improve symptom score and reduce sputum eosinophilia in a smaller phase IIb study. In addition, benralizumab, an IL-5α receptor blocker, has shown good effects in a phase IIb RCT with patients with severe asthma that had sputum eosinophilia and more recently in a phase IIa trial with patients with eosinophilic chronic obstructive pulmonary disease. Therefore anti-IL-5 treatment seems generally effective in eosinophilic asthma, either assessed by blood or airway eosinophilia. This factor together with the impressive clinical efficacy and good safety profile make anti-IL-5 (mepolizumab, reslizumab) and benralizumab (anti-IL-5 receptor α) very promising drugs for the treatment of patients with severe eosinophilic asthma, a subgroup that is in desperate need of better treatments.


Subject(s)
Asthma/drug therapy , Eosinophilia/drug therapy , Interleukin-5/antagonists & inhibitors , Animals , Anti-Asthmatic Agents/pharmacology , Anti-Asthmatic Agents/therapeutic use , Antibodies, Monoclonal, Humanized/pharmacology , Antibodies, Monoclonal, Humanized/therapeutic use , Asthma/immunology , Asthma/physiopathology , Eosinophilia/immunology , Eosinophils/metabolism , Humans , Interleukin-5/immunology , Severity of Illness Index
15.
Biologics ; 7: 199-210, 2013.
Article in English | MEDLINE | ID: mdl-24009412

ABSTRACT

Asthma is a chronic disease characterized by airway inflammation, bronchial hyperresponsiveness, and recurrent episodes of reversible airway obstruction. The disease is very heterogeneous in onset, course, and response to treatment, and seems to encompass a broad collection of heterogeneous disease subtypes with different underlying pathophysiological mechanisms. There is a strong need for easily interpreted clinical biomarkers to assess the nature and severity of the disease. Currently available biomarkers for clinical practice - for example markers in bronchial lavage, bronchial biopsies, sputum, or fraction of exhaled nitric oxide (FeNO) - are limited due to invasiveness or lack of specificity. The assessment of markers in peripheral blood might be a good alternative to study airway inflammation more specifically, compared to FeNO, and in a less invasive manner, compared to bronchoalveolar lavage, biopsies, or sputum induction. In addition, promising novel biomarkers are discovered in the field of breath metabolomics (eg, volatile organic compounds) and (pharmaco)genomics. Biomarker research in asthma is increasingly shifting from the assessment of the value of single biomarkers to multidimensional approaches in which the clinical value of a combination of various markers is studied. This could eventually lead to the development of a clinically applicable algorithm composed of various markers and clinical features to phenotype asthma and improve diagnosis and asthma management.

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