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1.
BJUI Compass ; 5(2): 217-223, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38371199

ABSTRACT

Objective: The objective of this study is to characterize bladder mucosal trauma associated with intermittent catheterization with conventional eyelet catheters (CECs) and to assess if a microhole zone catheter (MHZC) design concept reduces this adverse effect. Materials and Methods: A porcine model was developed to reflect human catheterization and bladder drainage. Nine pigs were randomized for catheterization with CEC (n = 6) or MHZC (n = 3). The bladder was drained repeatedly 20 times through the catheter. Cystoscopy was performed before and after the procedure, and bladders were analysed by histopathology. Two additional pigs were used for cystoscopy visualization of suction events in vivo. Cystoscopy, gross pathology, histopathological score, leucocyte infiltration, and intracatheter pressure at flow stops during voiding were compared for each group. Results: A significant higher pressure gradient was measured inside the CECs compared with MHZCs during flow stop. Consequently, CECs resulted in suction events inflicting bladder trauma characterized by loss of epithelium, oedema, haemorrhage, and neutrophil tissue infiltration. No significant trauma was identified when using MHZC. Conclusions: Considerable mucosal bladder trauma is inflicted by CECs which may be an overlooked risk factor for urinary tract infection. Catheters can be designed to minimize mucosal suction and reduce associated trauma. This may be a solution to reduce infection frequency and increase user comfort. Furthermore, the study demonstrates the potential of pigs as an attractive animal model for investigating urinary catheter performances.

2.
Transfusion ; 64(3): 438-442, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38291806

ABSTRACT

BACKGROUND: There is increasing evidence that gender-specific hemoglobin thresholds may not be ideal in the surgical population. Thus, preoperative anemia defined as a hemoglobin of <13.0 g/dL is a well-established risk factor in elective surgery. However, few studies have investigated the specific influence of preoperative hemoglobin within a machine-learning model using data from an optimized fast-track surgical setup. STUDY DESIGN AND METHODS: A secondary analysis on the specific influence of preoperative hemoglobin level on a machine-learning model developed for identifying patients at increased risk of a length of stay (LOS) of >4 day or readmissions due to medical complications in fast-track total hip and knee arthroplasty within a well-defined fast-track protocol. To evaluate the effect of hemoglobin on the model we calculated SHaply Additive Explanation (SHAP) values for the 3913 patients from our previous test-dataset and stratified by gender and total hip and knee arthroplasty, respectively. RESULTS: The study period ran from January 2017 to August 2017. Median LOS was 1 day and mean preoperative Hb was 15.5 g/dL (SD:1.5), lower in women (14.9 vs. 16.2 g/dL) and with 30.5% of women versus 12.0% of men having a Hb of <13.0 g/dL. There was a steep increase in SHAP value with a preoperative Hb < 14.8 g/dL, and irrespective of gender age and procedure type. DISCUSSION: A machine-learning model found a hemoglobin threshold of <14.8 g/dL for increased risk of impaired recovery, regardless of gender or age, supporting reevaluation of preoperative anemia thresholds in the elective surgical setting.


Subject(s)
Anemia , Arthroplasty, Replacement, Hip , Arthroplasty, Replacement, Knee , Male , Humans , Female , Arthroplasty, Replacement, Knee/adverse effects , Hemoglobins/analysis , Anemia/etiology , Arthroplasty, Replacement, Hip/adverse effects , Preoperative Care , Length of Stay , Retrospective Studies
3.
BMC Anesthesiol ; 23(1): 391, 2023 11 29.
Article in English | MEDLINE | ID: mdl-38030979

ABSTRACT

BACKGROUND: Machine-learning models may improve prediction of length of stay (LOS) and morbidity after surgery. However, few studies include fast-track programs, and most rely on administrative coding with limited follow-up and information on perioperative care. This study investigates potential benefits of a machine-learning model for prediction of postoperative morbidity in fast-track total hip (THA) and knee arthroplasty (TKA). METHODS: Cohort study in consecutive unselected primary THA/TKA between 2014-2017 from seven Danish centers with established fast-track protocols. Preoperative comorbidity and prescribed medication were recorded prospectively and information on length of stay and readmissions was obtained through the Danish National Patient Registry and medical records. We used a machine-learning model (Boosted Decision Trees) based on boosted decision trees with 33 preoperative variables for predicting "medical" morbidity leading to LOS > 4 days or 90-days readmissions and compared to a logistical regression model based on the same variables. We also evaluated two parsimonious models, using the ten most important variables in the full machine-learning and logistic regression models. Data collected between 2014-2016 (n:18,013) was used for model training and data from 2017 (n:3913) was used for testing. Model performances were analyzed using precision, area under receiver operating (AUROC) and precision recall curves (AUPRC), as well as the Mathews Correlation Coefficient. Variable importance was analyzed using Shapley Additive Explanations values. RESULTS: Using a threshold of 20% "risk-patients" (n:782), precision, AUROC and AUPRC were 13.6%, 76.3% and 15.5% vs. 12.4%, 74.7% and 15.6% for the machine-learning and logistic regression model, respectively. The parsimonious machine-learning model performed better than the full logistic regression model. Of the top ten variables, eight were shared between the machine-learning and logistic regression models, but with a considerable age-related variation in importance of specific types of medication. CONCLUSION: A machine-learning model using preoperative characteristics and prescriptions slightly improved identification of patients in high-risk of "medical" complications after fast-track THA and TKA compared to a logistic regression model. Such algorithms could help find a manageable population of patients who may benefit most from intensified perioperative care.


Subject(s)
Arthroplasty, Replacement, Hip , Arthroplasty, Replacement, Knee , Humans , Cohort Studies , Arthroplasty, Replacement, Knee/adverse effects , Logistic Models , Morbidity , Machine Learning , Arthroplasty, Replacement, Hip/adverse effects , Length of Stay
4.
J Allergy Clin Immunol ; 151(6): 1550-1557.e6, 2023 06.
Article in English | MEDLINE | ID: mdl-36572354

ABSTRACT

BACKGROUND: It is unknown whether skin biomarkers collected in infancy can predict the onset of atopic dermatitis (AD) and be used in future prevention trials to identify children at risk. OBJECTIVES: This study sought to examine whether skin biomarkers can predict AD during the first 2 years of life. METHODS: This study enrolled 300 term and 150 preterm children at birth and followed for AD until the age of 2 years. Skin tape strips were collected at 0 to 3 days and 2 months of age and analyzed for selected immune and barrier biomarkers. Hazard ratio (HR) with 95% confidence interval (CI) using Cox regression was calculated for the risk of AD. RESULTS: The 2-year prevalence of AD was 34.6% (99 of 286) and 21.2% (25 of 118) among term and preterm children, respectively. Skin biomarkers collected at birth did not predict AD. Elevated thymus- and activation-regulated chemokine/C-C motif chemokine ligand 17 -levels collected at 2 months of age increased the overall risk of AD (HR: 2.11; 95% CI: 1.36-3.26; P = .0008) and moderate-to-severe AD (HR: 4.97; 95% CI: 2.09-11.80; P = .0003). IL-8 and IL-18 predicted moderate-to-severe AD. Low filaggrin degradation product levels increased the risk of AD (HR: 2.04; 95% CI: 1.32-3.15; P = .001). Elevated biomarker levels at 2 months predicted AD at other skin sites and many months after collection. CONCLUSIONS: This study showed that noninvasively collected skin biomarkers of barrier and immune pathways can precede the onset of AD.


Subject(s)
Dermatitis, Atopic , Child , Infant, Newborn , Humans , Child, Preschool , Dermatitis, Atopic/epidemiology , Skin , Chemokine CCL17 , Biomarkers , Chemokines , Interleukin-18 , Severity of Illness Index
5.
Allergy ; 78(3): 791-802, 2023 03.
Article in English | MEDLINE | ID: mdl-36112082

ABSTRACT

BACKGROUND: There is currently no insight into biomarkers that can predict the onset of pediatric atopic dermatitis (AD). METHODS: Nested in a prospective birth cohort study that examined the occurrence of physician-diagnosed AD in 300 children, 44 random children with onset of AD in the first year of life were matched on sex and season of birth with 44 children who did not develop AD. Natural moisturizing factor (NMF), corneocyte surface protrusions, cytokines, free sphingoid bases (SBs) of different chain lengths and their ceramides were analyzed from tape strips collected at 2 months of age before onset of AD using liquid chromatography, atomic force microscopy, multiplex immunoassay, and liquid chromatography mass spectrometry, respectively. RESULTS: Significant alterations were observed for four lipid markers, with phytosphingosine ([P]) levels being significantly lower in children who developed AD compared with children who did not (median 240 pmol/mg vs. 540 pmol/mg, p < 0.001). The two groups of children differed in the relative amounts of SB of different chain lengths (C17, C18 and C20). Thymus- and activation-regulated chemokine (TARC/CCL17) was slightly higher in children who developed AD, whereas NMF and corneocyte surface texture were similar. AD severity assessed by the eczema area and severity index (EASI) at disease onset was 4.2 (2.0;7.2). [P] had the highest prediction accuracy among the biomarkers (75.6%), whereas the combination of 5 lipid ratios gave an accuracy of 89.4%. CONCLUSION: This study showed that levels and SB chain length were altered in infants who later developed AD, and that TARC/CCL17 levels were higher.


Subject(s)
Dermatitis, Atopic , Child , Infant , Humans , Dermatitis, Atopic/diagnosis , Cohort Studies , Prospective Studies , Chemokine CCL17 , Biomarkers , Severity of Illness Index , Ceramides
6.
R Soc Open Sci ; 9(9): 220018, 2022 Sep.
Article in English | MEDLINE | ID: mdl-36117868

ABSTRACT

The modelling of pandemics has become a critical aspect in modern society. Even though artificial intelligence can help the forecast, the implementation of ordinary differential equations which estimate the time development in the number of susceptible, (exposed), infected and recovered (SIR/SEIR) individuals is still important in order to understand the stage of the pandemic. These models are based on simplified assumptions which constitute approximations, but to what extent this are erroneous is not understood since many factors can affect the development. In this paper, we introduce an agent-based model including spatial clustering and heterogeneities in connectivity and infection strength. Based on Danish population data, we estimate how this impacts the early prediction of a pandemic and compare this to the long-term development. Our results show that early phase SEIR model predictions overestimate the peak number of infected and the equilibrium level by at least a factor of two. These results are robust to variations of parameters influencing connection distances and independent of the distribution of infection rates.

7.
JAMA Dermatol ; 158(10): 1149-1156, 2022 Oct 01.
Article in English | MEDLINE | ID: mdl-35976663

ABSTRACT

Importance: Identifying the optimal long-term biologic therapy for patients with psoriasis is often done through trial and error. Objective: To identify the optimal biologic therapy for individual patients with psoriasis using predictive statistical and machine learning models. Design, Setting, and Participants: This population-based cohort study used data from Danish nationwide registries, primarily DERMBIO, and included adult patients treated for moderate-to-severe psoriasis with biologics. Data were processed and analyzed between spring 2021 and spring 2022. Main Outcomes and Measures: Patient clusters of clinical relevance were identified and their success rates estimated for each drug. Furthermore, predictive prognostic models to identify optimal biologic treatment at the individual level based on data from nationwide registries were evaluated. Results: Assuming a success criterion of 3 years of sustained treatment, this study included 2034 patients with a total of 3452 treatment series. Most treatment series involved male patients (2147 [62.2%]) originating from Denmark (3190 [92.4%]), and 2414 (69.9%) had finished an education longer than primary school. The average ages were 24.9 years at psoriasis diagnosis and 45.5 years at initiation of biologic therapy. Gradient-boosted decision trees and logistic regression were able to predict a specific cytokine target (eg, interleukin-17 inhibition) associated with a successful treatment with accuracies of 63.6% and 59.2%, and top 2 accuracies of 95.9% and 93.9%. When predicting specific drugs resulting in success, gradient boost and logistic regression had accuracies of 48.5% and 44.4%, top 2 accuracies of 77.6% and 75.9%, and top 3 accuracies of 89.9% and 89.0%. Conclusions and Relevance: Of the treatment prediction models used in this cohort study of patients with psoriasis, gradient-boosted decision trees performed significantly better than logistic regression when predicting specific biologic therapy (by drug as well as target) leading to a treatment duration of at least 3 years without discontinuation. Predicting the optimal biologic could benefit patients and clinicians by minimizing the number of failed treatment attempts.


Subject(s)
Biological Products , Psoriasis , Adult , Humans , Biological Products/therapeutic use , Biological Therapy , Cohort Studies , Interleukin-17 , Psoriasis/drug therapy , Psoriasis/chemically induced , Middle Aged
8.
Elife ; 92020 11 03.
Article in English | MEDLINE | ID: mdl-33138911

ABSTRACT

Single-molecule Förster Resonance energy transfer (smFRET) is an adaptable method for studying the structure and dynamics of biomolecules. The development of high throughput methodologies and the growth of commercial instrumentation have outpaced the development of rapid, standardized, and automated methodologies to objectively analyze the wealth of produced data. Here we present DeepFRET, an automated, open-source standalone solution based on deep learning, where the only crucial human intervention in transiting from raw microscope images to histograms of biomolecule behavior, is a user-adjustable quality threshold. Integrating standard features of smFRET analysis, DeepFRET consequently outputs the common kinetic information metrics. Its classification accuracy on ground truth data reached >95% outperforming human operators and commonly used threshold, only requiring ~1% of the time. Its precise and rapid operation on real data demonstrates DeepFRET's capacity to objectively quantify biomolecular dynamics and the potential to contribute to benchmarking smFRET for dynamic structural biology.


Proteins are folded into particular shapes in order to carry out their roles in the cell. However, their structures are not rigid: proteins bend and rotate in response to their environment. Identifying these movements is an important part of understanding how proteins work and interact with each other. Unfortunately, when researchers study the structures of proteins, they often look at the 'average' shape a protein takes, missing out on other conformations the protein might only be in temporarily. An important technique for studying protein flexibility is known as single molecule Förster resonance energy transfer (FRET). In this technique, two light-sensitive tags are attached to the same protein molecule and give off a signal when they come into close contact. This nano-scale sensor allows structural biologists to get information from individual protein movements that can be lost when looking at the average conformations of proteins. Advances in the instruments used to perform FRET have made observing the motion of individual proteins more widely accessible to non-specialists, but the analysis of the data that these instruments produce still requires a high level of expertise. To lower the barrier for non-specialists to use the technology, and to ensure that experiments can be reproduced on different instruments and by different researchers, Thomsen et al. have developed a new way to automate the data analysis. They used machine learning technology to recognize, filter and characterize data so as to produce reliable results, with the user only needing to perform a couple of steps. This new analysis approach could help expand the use of single-molecule FRET to different fields , allowing researchers to investigate the importance of protein flexibility for certain diseases, or to better understand the roles that proteins have in a cell.


Subject(s)
Deep Learning , Fluorescence Resonance Energy Transfer/methods , Fluorescent Dyes/chemistry , Single Molecule Imaging/methods , Software , Algorithms , False Positive Reactions , Kinetics , Markov Chains , Molecular Dynamics Simulation , Nanotechnology , Normal Distribution , Reproducibility of Results , Signal Processing, Computer-Assisted , User-Computer Interface
9.
Ann Surg ; 272(6): 941-949, 2020 12.
Article in English | MEDLINE | ID: mdl-31850996

ABSTRACT

OBJECTIVE: To investigate the influence of intravenous (iv) fluid volumes on the secretion of N-terminal-pro-brain natriuretic peptide (NT-Pro-BNP) in colorectal surgical patients and its association with cardiopulmonary complications (CPC). In addition, to examine if preoperative NT-Pro-BNP can predict the risk for postoperative CPC. METHODS: Blood samples from patients enrolled in a previously published clinical randomized assessor-blinded multicenter trial were analyzed. Included were adult patients undergoing elective colorectal surgery with the American-Society-of-Anesthesiologists-scores of 1-3. Samples from 135 patients were available for analysis. Patients were allocated to either a restrictive (R-group) or a standard (S-group) iv-fluid regimen, commencing preoperatively and continuing until discharge. Blood was sampled every morning until the fourth postoperative day. The primary outcome for this study was NT-Pro-BNP changes and its association with fluid therapy and CPC. RESULTS: The S-group received more iv-fluid than the R-group on the day-of-surgery [milliliter, median (range) 6485 (4401-10750) vs 3730 (2250-8510); P < 0.001] and on the first postoperative day. NT-Pro-BNP was elevated in the S-group compared with the R-group on all postoperative days [area under the curve: median (interquartile range) pg/mL: 3285 (1697-6179) vs 1290 (758-3719); P < 0.001 and in patients developing CPC vs no-CPC (area under the curve), median (interquartile range): 5196 (1823-9061) vs 1934 (831-5301); P = 0.005]. NT-pro-BNP increased with increasing fluid volumes all days (P < 0.003). Preoperative NT-Pro-BNP predicted CPC [odds ratio (confidence interval): 1.573 (0.973-2.541), P = 0.032; positive predictive value = 0.257, negative predictive value = 0.929]. CONCLUSIONS: NT-pro-BNP increases with iv-fluid volumes given to colorectal surgical patients, and the level of NT-Pro-BNP is associated with CPC. Preoperative NT-Pro-BNP is predictive for CPC, but the diagnostic value is low.Clinicaltrials.gov NCT03537989.


Subject(s)
Colonic Diseases/blood , Colonic Diseases/surgery , Fluid Therapy , Heart Diseases/epidemiology , Lung Diseases/epidemiology , Natriuretic Peptide, Brain/blood , Peptide Fragments/blood , Postoperative Complications/epidemiology , Rectal Diseases/blood , Rectal Diseases/surgery , Aged , Colonic Diseases/therapy , Digestive System Surgical Procedures , Female , Humans , Male , Middle Aged , Perioperative Period , Rectal Diseases/therapy , Single-Blind Method
10.
Front Immunol ; 9: 953, 2018.
Article in English | MEDLINE | ID: mdl-29867941

ABSTRACT

Bloodstream infections induce considerable morbidity, high mortality, and represent a significant burden of cost in health care; however, our understanding of the immune response to bacteremia is incomplete. Langerin+ CD8α+ dendritic cells (DCs), residing in the marginal zone of the murine spleen, have the capacity to cross-prime CD8+ T cells and produce IL-12, both of which are important components of antimicrobial immunity. Accordingly, we hypothesized that this DC subset may be a key promoter of adaptive immune responses to blood-borne bacterial infections. Utilizing mice that express the diphtheria toxin receptor under control of the langerin promoter, we investigated the impact of depleting langerin+ CD8α+ DCs in a murine model of intravenous infection with Mycobacterium bovis bacille Calmette-Guerin (BCG). In the absence of langerin+ CD8α+ DCs, the immune response to blood-borne BCG infection was diminished: bacterial numbers in the spleen increased, serum IL-12p40 decreased, and delayed CD8+ T cell activation, proliferation, and IFN-γ production was evident. Our data revealed that langerin+ CD8α+ DCs play a pivotal role in initiating CD8+ T cell responses and IL-12 production in response to bacteremia and may influence the early control of systemic bacterial infections.


Subject(s)
Antigens, Surface/metabolism , Bacterial Infections/etiology , Bacterial Infections/metabolism , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , Dendritic Cells/immunology , Dendritic Cells/metabolism , Lectins, C-Type/metabolism , Lymphocyte Activation/immunology , Mannose-Binding Lectins/metabolism , Animals , Bacterial Load , Disease Models, Animal , Interleukin-12/biosynthesis , Interleukin-12 Subunit p40/blood , Lymphocyte Depletion , Male , Mice , Mycobacterium bovis/immunology , Spleen/immunology , Spleen/metabolism , Spleen/microbiology , Spleen/pathology , T-Cell Antigen Receptor Specificity
11.
Sci Rep ; 8(1): 6817, 2018 05 01.
Article in English | MEDLINE | ID: mdl-29717147

ABSTRACT

Cytochrome P450 oxidoreductase (POR) is the primary electron donor in eukaryotic cytochrome P450 (CYP) containing systems. A wealth of ensemble biophysical studies of Cytochrome P450 oxidoreductase (POR) has reported a binary model of the conformational equilibrium directing its catalytic efficiency and biomolecular recognition. In this study, full length POR from the crop plant Sorghum bicolor was site-specifically labeled with Cy3 (donor) and Cy5 (acceptor) fluorophores and reconstituted in nanodiscs. Our single molecule fluorescence resonance energy transfer (smFRET) burst analyses of POR allowed the direct observation and quantification of at least three dominant conformational sub-populations, their distribution and occupancies. Moreover, the state occupancies were remodeled significantly by ionic strength and the nature of reconstitution environment, i.e. phospholipid bilayers (nanodiscs) composed of different lipid head group charges vs. detergent micelles. The existence of conformational heterogeneity in POR may mediate selective activation of multiple downstream electron acceptors and association in complexes in the ER membrane.


Subject(s)
Cytochrome P-450 Enzyme System/chemistry , Fluorescence Resonance Energy Transfer/methods , Membranes/chemistry , Osmolar Concentration , Oxidoreductases Acting on CH-CH Group Donors/chemistry , Protein Conformation , Carbocyanines , Catalysis , Detergents/chemistry , Electrons , Lipid Bilayers/chemistry , Micelles , Phospholipids/chemistry , Sorghum/chemistry
12.
J Immunother ; 38(8): 321-9, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26325376

ABSTRACT

Circulating antigens released from tumor cells can drain into the spleen and be acquired by resident antigen-presenting cells (APCs). Here, we examined the ability of splenic dendritic cells to cross-present tumor antigens to CD8+ T cells and investigated the effects that this has on T-cell therapy in a murine model of lymphoma. In the presence of established lymphoma, langerin (CD207)-expressing CD8α+ dendritic cells acquired, processed, and cross-presented tumor antigens to naive CD8+ T cells. Although this resulted in initial T-cell proliferation, the T-cell population failed to expand measurably over the following days, and tumor-free survival was actually improved when langerin-expressing cells were depleted. In contrast, following adoptive T-cell therapy with in vitro-activated CD8+ T cells, marked antitumor activity was observed and associated with accumulation of activated antigen-specific CD8+ T cells in the spleen and blood, whereas tumor protection and T-cell accumulation were significantly reduced in animals depleted of langerin-expressing cells. Therefore, although resident APCs that acquire tumor antigens may induce tolerance in naive cells in the absence of further stimuli, they can play an important role in promoting antitumor immunity during the course of T-cell therapy. It is possible that further therapeutic benefit will result from improving the activation status of these APCs.


Subject(s)
Antigens, Neoplasm/immunology , CD8-Positive T-Lymphocytes/immunology , Dendritic Cells/immunology , Immunotherapy, Adoptive , Animals , Antigens, Surface/immunology , Cell Line, Tumor , Lectins, C-Type/immunology , Lymphoma/therapy , Mannose-Binding Lectins/immunology , Mice, Inbred C57BL , Mice, Transgenic , Spleen/cytology , Spleen/immunology
13.
J Immunol ; 195(3): 821-31, 2015 Aug 01.
Article in English | MEDLINE | ID: mdl-26078270

ABSTRACT

The function of dendritic cells (DCs) can be modulated through multiple signals, including recognition of pathogen-associated molecular patterns, as well as signals provided by rapidly activated leukocytes in the local environment, such as innate-like T cells. In this article, we addressed the possibility that the roles of different murine DC subsets in cross-priming CD8(+) T cells can change with the nature and timing of activatory stimuli. We show that CD8α(+) DCs play a critical role in cross-priming CD8(+) T cell responses to circulating proteins that enter the spleen in close temporal association with ligands for TLRs and/or compounds that activate NKT cells. However, if NKT cells are activated first, then CD8α(-) DCs become conditioned to respond more vigorously to TLR ligation, and if triggered directly, these cells can also contribute to priming of CD8(+) T cell responses. In fact, the initial activation of NKT cells can condition multiple DC subsets to respond more effectively to TLR ligation, with plasmacytoid DCs making more IFN-α and both CD8α(+) and CD8α(-) DCs manufacturing more IL-12. These results suggest that different DC subsets can contribute to T cell priming if provided appropriately phased activatory stimuli, an observation that could be factored into the design of more effective vaccines.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Cross-Priming/immunology , Dendritic Cells/immunology , Lymphocyte Activation/immunology , Natural Killer T-Cells/immunology , Animals , Antigen Presentation/immunology , Antigens, Surface/genetics , Interferon-alpha/biosynthesis , Interferon-alpha/immunology , Interleukin-12/biosynthesis , Lectins, C-Type/genetics , Mannose-Binding Lectins/genetics , Mice , Mice, Inbred C57BL , Mice, Transgenic , Spleen/immunology , Toll-Like Receptors/immunology
14.
Blood ; 124(19): 2953-63, 2014 Nov 06.
Article in English | MEDLINE | ID: mdl-25237205

ABSTRACT

Acute leukemias with adverse prognostic features carry a high relapse rate without allogeneic stem cell transplantation (allo-SCT). Allo-SCT has a high morbidity and is precluded for many patients because of advanced age or comorbidities. Postremission therapies with reduced toxicities are urgently needed. The murine acute leukemia model C1498 was used to study the efficacy of an intravenously administered vaccine consisting of irradiated leukemia cells loaded with the natural killer T (NKT)-cell agonist α-galactosylceramide (α-GalCer). Prophylactically, the vaccine was highly effective at preventing leukemia development through the downstream activities of activated NKT cells, which were dependent on splenic langerin(+)CD8α(+) dendritic cells and which led to stimulation of antileukemia CD4(+) and CD8(+) T cells. However, hosts with established leukemia received no protective benefit from the vaccine, despite inducing NKT-cell activation. Established leukemia was associated with increases in regulatory T cells and myeloid-derived suppressor cells, and the leukemic cells themselves were highly suppressive in vitro. Although this suppressive environment impaired both effector arms of the immune response, CD4(+) T-cell responses were more severely affected. When cytarabine chemotherapy was administered prior to vaccination, all animals in remission posttherapy were protected against rechallenge with viable leukemia cells.


Subject(s)
Cancer Vaccines/pharmacology , Cytarabine/pharmacology , Galactosylceramides/immunology , Killer Cells, Natural/transplantation , Leukemia, Myeloid/drug therapy , Leukemia, Myeloid/prevention & control , Acute Disease , Animals , Antimetabolites, Antineoplastic/pharmacology , CD4-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/immunology , Combined Modality Therapy , Dendritic Cells/immunology , Green Fluorescent Proteins/genetics , Killer Cells, Natural/radiation effects , Leukemia, Myeloid/immunology , Mice, Inbred C57BL , Mice, Transgenic , Prognosis , Secondary Prevention/methods , Transplantation, Autologous
15.
J Leukoc Biol ; 96(6): 1001-10, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25170118

ABSTRACT

This study tests the hypothesis that CD8α(+) DCs in the spleen of mice contain an immature precursor for functionally mature, "classical" cross-presenting CD8α(+) DCs. The lymphoid tissues contain a network of phenotypically distinct DCs with unique roles in surveillance and immunity. Splenic CD8α(+) DCs have been shown to exhibit a heightened capacity for phagocytosis of cellular material, secretion of IL-12, and cross-priming of CD8(+) T cells. However, this population can be subdivided further on the basis of expression of both langerin/CD207 and CX(3)CR1. We therefore evaluated the functional capacities of these different subsets. The CX(3)CR1(+) CD8α(+) DC subset does not express langerin and does not exhibit the classical features above. The CX(3)CR1(-) CD8α(+) DC can be divided into langerin-positive and negative populations, both of which express DEC205, Clec9A, and high basal levels of CD86. However, the langerin(+) CX(3)CR1(-) CD8α(+) subset has a superior capacity for acquiring cellular material and producing IL-12 and is more susceptible to activation-induced cell death. Significantly, following purification and adoptive transfer into new hosts, the langerin(-) CX(3)CR1(-) CD8α(+) subset survives longer, up-regulates expression of langerin, and becomes more susceptible to activation-induced cell death. Last, in contrast to langerin(+) CX(3)CR1(-) CD8α(+), the langerin(-) CX(3)CR1(-) CD8α(+) are still present in Batf3(-/-) mice. We conclude that the classical attributes of CD8α(+) DC are confined primarily to the langerin(+) CX(3)CR1(-) CD8α(+) DC population and that the langerin(-) CX(3)CR1(-) subset represents a Batf3-independent precursor to this mature population.


Subject(s)
Adaptive Immunity , Antigens, Differentiation/analysis , Dendritic Cells/classification , Adoptive Transfer , Animals , Antigen Presentation , Antigens, Surface/analysis , Antigens, Surface/biosynthesis , Antigens, Surface/genetics , Basic-Leucine Zipper Transcription Factors/analysis , CD8 Antigens/analysis , CD8-Positive T-Lymphocytes/immunology , CX3C Chemokine Receptor 1 , Cell Differentiation , Cell Lineage , Cells, Cultured , Cellular Senescence , Crosses, Genetic , Dendritic Cells/chemistry , Dendritic Cells/immunology , Female , Galactosylceramides/immunology , Histocompatibility Antigens Class I/immunology , Immune Tolerance/immunology , Immunophenotyping , Interleukin-12 Subunit p40/biosynthesis , Lectins, C-Type/analysis , Lectins, C-Type/biosynthesis , Lectins, C-Type/genetics , Male , Mannose-Binding Lectins/analysis , Mannose-Binding Lectins/biosynthesis , Mannose-Binding Lectins/genetics , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Phagocytosis/immunology , Receptors, Chemokine/analysis , Repressor Proteins/analysis , Spleen/cytology , Spleen/immunology
16.
Phys Rev Lett ; 111(22): 221804, 2013 Nov 27.
Article in English | MEDLINE | ID: mdl-24329440

ABSTRACT

We demonstrate the power of constraining theories of new physics by insisting that they lead to electroweak baryogenesis, while agreeing with current data from the Large Hadron Collider. The general approach is illustrated with a singlet scalar extension of the standard model. Stringent bounds can already be obtained, which reduce the viable parameter space to a small island.

17.
J Leukoc Biol ; 94(4): 825-33, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23883515

ABSTRACT

Immune suppression by Treg has been demonstrated in a number of models, but the mechanisms of this suppression are only partly understood. Recent work has suggested that Tregs may suppress by directly killing immune cell populations in vivo in a perforin- and granzyme B-dependent manner. To establish whether perforin is necessary for the regulation of immune responses in vivo, we examined OVA-specific CD8(+) T cell responses in WT and PKO mice immunized with OVA and α-GalCer and the expansion of WT OT-I CD8(+) T cells adoptively transferred into WT or PKO mice immunized with DC-OVA. We observed similar expansion, phenotype, and effector function of CD8(+) T cells in WT and PKO mice, suggesting that CD8(+) T cells were subjected to a similar amount of regulation in the two mouse strains. In addition, when WT and PKO mice were depleted of Tregs by anti-CD25 mAb treatment before DC-OVA immunization, CD8(+) T cell proliferation, cytotoxicity, and cytokine production were increased similarly, suggesting a comparable involvement of CD25(+) Tregs in controlling T cell proliferation and effector function in these two mouse strains. These data suggest that perforin expression is not required for normal immune regulation in these models of in vivo CD8(+) T cell responses induced by immunization with OVA and α-GalCer or DC-OVA.


Subject(s)
CD4-Positive T-Lymphocytes/cytology , CD8-Positive T-Lymphocytes/immunology , Interleukin-2 Receptor alpha Subunit/metabolism , Lymphocyte Depletion , Pore Forming Cytotoxic Proteins/deficiency , Animals , CD4-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/cytology , Cell Differentiation , Cell Proliferation , Cell Survival , Dendritic Cells/metabolism , Galactosylceramides/metabolism , Immunization , Lectins, C-Type , Mice , Mice, Inbred C57BL , Mice, Knockout , Ovalbumin/immunology , Pore Forming Cytotoxic Proteins/metabolism , Receptors, Immunologic/metabolism , T-Lymphocytes, Regulatory
18.
Clin Cancer Res ; 18(23): 6446-59, 2012 Dec 01.
Article in English | MEDLINE | ID: mdl-23147997

ABSTRACT

PURPOSE: The prognosis for patients with glioblastoma multiforme (GBM) remains extremely poor despite recent treatment advances. There is an urgent need to develop novel therapies for this disease. EXPERIMENTAL DESIGN: We used the implantable GL261 murine glioma model to investigate the therapeutic potential of a vaccine consisting of intravenous injection of irradiated whole tumor cells pulsed with the immuno-adjuvant α-galactosylceramide (α-GalCer). RESULTS: Vaccine treatment alone was highly effective in a prophylactic setting. In a more stringent therapeutic setting, administration of one dose of vaccine combined with depletion of regulatory T cells (Treg) resulted in 43% long-term survival and the disappearance of mass lesions detected by MRI. Mechanistically, the α-GalCer component was shown to act by stimulating "invariant" natural killer-like T cells (iNKT cells) in a CD1d-restricted manner, which in turn supported the development of a CD4(+) T-cell-mediated adaptive immune response. Pulsing α-GalCer onto tumor cells avoided the profound iNKT cell anergy induced by free α-GalCer. To investigate the potential for clinical application of this vaccine, the number and function of iNKT cells was assessed in patients with GBM and shown to be similar to age-matched healthy volunteers. Furthermore, irradiated GBM tumor cells pulsed with α-GalCer were able to stimulate iNKT cells and augment a T-cell response in vitro. CONCLUSIONS: Injection of irradiated tumor cells loaded with α-GalCer is a simple procedure that could provide effective immunotherapy for patients with high-grade glioma.


Subject(s)
Brain Neoplasms/immunology , Cancer Vaccines/immunology , Glioma/immunology , Natural Killer T-Cells/immunology , Adjuvants, Immunologic/metabolism , Animals , Brain Neoplasms/mortality , Brain Neoplasms/therapy , CD4-Positive T-Lymphocytes/immunology , Cancer Vaccines/administration & dosage , Cell Line, Tumor , Disease Models, Animal , Glioma/mortality , Glioma/therapy , Humans , Lung/immunology , Lymph Nodes/immunology , Lymphocyte Activation , Lymphocyte Depletion , Mice , Mice, Knockout , Natural Killer T-Cells/metabolism , T-Lymphocytes, Regulatory/immunology , Tumor Burden/immunology
19.
PLoS One ; 6(3): e17657, 2011 Mar 31.
Article in English | MEDLINE | ID: mdl-21483862

ABSTRACT

Transfer of antigen between antigen-presenting cells (APCs) is potentially a physiologically relevant mechanism to spread antigen to cells with specialized stimulatory functions. Here we show that specific CD8+ T cell responses induced in response to intravenous administration of antigen-loaded bone marrow-derived dendritic cells (BM-DCs), were ablated in mice selectively depleted of endogenous lymphoid-resident langerin+ CD8α+ dendritic cells (DCs), suggesting that the antigen is transferred from the injected cells to resident APCs. In contrast, antigen-specific CD4+ T cells were primed predominantly by the injected BM-DCs, with only very weak contribution of resident APCs. Crucially, resident langerin+ CD8α+ DCs only contributed to the priming of CD8+ T cells in the presence of maturation stimuli such as intravenous injection of TLR ligands, or by loading the BM-DCs with the glycolipid α-galactosylceramide (α-GalCer) to recruit the adjuvant activity of activated invariant natural killer-like T (iNKT) cells. In fact, injection of α-GalCer-loaded CD1d-/- BM-DCs resulted in potent iNKT cell activation, suggesting that this glycolipid antigen can also be transferred to resident CD1d+ APCs. While iNKT cell activation per se was independent of langerin+ CD8α+ DCs, some iNKT cell-mediated activities were reduced, notably release of IL-12p70 and transactivation of NK cells. We conclude that both protein and glycolipid antigens can be exchanged between distinct DC species. These data suggest that the efficacy of DC-based vaccination strategies may be improved by the incorporation of a systemic maturation signal aimed to engage resident APCs in CD8+ T cell priming, and α-GalCer may be particularly well suited to this purpose.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Dendritic Cells/cytology , Dendritic Cells/immunology , Killer Cells, Natural/immunology , Lymphoid Tissue/cytology , Vaccines/immunology , Animals , Antigen-Presenting Cells/cytology , Antigen-Presenting Cells/immunology , Antigens, Surface/genetics , Antigens, Surface/metabolism , Bone Marrow Cells/cytology , CD4-Positive T-Lymphocytes/cytology , CD4-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/cytology , Cells, Cultured , Flow Cytometry , Interferon-gamma/blood , Interleukin-12/blood , Interleukin-4/blood , Killer Cells, Natural/cytology , Lectins, C-Type/genetics , Lectins, C-Type/metabolism , Lymphoid Tissue/immunology , Mannose-Binding Lectins/genetics , Mannose-Binding Lectins/metabolism , Mice , Mice, Mutant Strains
20.
Crit Rev Immunol ; 30(4): 345-86, 2010.
Article in English | MEDLINE | ID: mdl-20666707

ABSTRACT

Tumor cells are generally regarded as poor stimulators of naive T cells. In contrast, dendritic cells (DCs) are highly specialized in this function, and are therefore likely to be important intermediaries in the process of stimulating T cell responses to tumors. While providing solid evidence that DCs participate in antitumor immunity has proved difficult, several lines of evidence point in this direction. First, animal models involving bone marrow chimeras have shown that cells of hematopoeitic origin are required to elicit T cell responses to whole-tumor vaccines. Second, compared with other cells of hematopoeitic origin, DCs are particularly well-equipped to cross-present exogenous antigens to CD8+ T cells, a critical function if intermediary cells are involved. Third, tumor-infiltrating DCs purified from tumor samples have the capacity to cross-present tumor antigens in vitro. Finally, priming of anti-tumor T cell responses can be abrogated in new in vivo models in which DCs can be specifically depleted. It is therefore significant that DCs in cancer patients are often kept in an immature or dysfunctional state, thereby preventing stimulation of tumor-specific T cells. This review describes the different steps required for DCs to elicit T cell responses to tumor-associated antigens, and highlights processes that are amenable to intervention as therapy. We conclude that effective anti-tumor activity may be dependent on the ability to re-program DCs resident in the host, perhaps even when transferred autologous DCs generated ex vivo are used as vaccines. In this context, recruiting the activity of cells of the innate immune system to condition host DCs may help elicit more effective T cell-mediated responses.


Subject(s)
Antigen Presentation , Antigens, Neoplasm/immunology , Dendritic Cells/immunology , Animals , Cross-Priming , Humans , T-Lymphocytes/immunology
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