Publications by authors named "Gelman A"

Article Synopsis
  • A better understanding of chronic lung allograft dysfunction (CLAD) is needed, as it leads to high mortality rates after lung transplants.
  • The study focused on a genetic variation (C3R102G) that enhances complement activation, finding that lung transplant recipients with this variation tend to have poorer outcomes related to CLAD, especially if they develop donor-specific antibodies.
  • In experiments with mice, decreased regulation of the complement system resulted in worse airway damage and increased B cell activity, linking genetic predisposition to complement activation with worse survival outcomes after lung transplantation.
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Article Synopsis
  • Primary graft dysfunction (PGD) and chronic lung allograft dysfunction (CLAD) are the main reasons lung transplants fail, and research using mouse models is helping to understand the specific biological pathways involved.
  • Recent studies have identified key immune cells and their interactions that contribute to PGD and CLAD, including the role of different types of monocytes, neutrophils, and T cells.
  • There is an urgent need for better targeted treatments to manage PGD and CLAD, and ongoing research is revealing new potential prevention and treatment strategies for lung transplant recipients.
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Background: Mycophenolic Acid (MPA) is the most used anti-proliferative in lung transplantation, but its pharmacokinetic (PK) variability has precluded therapeutic drug monitoring. Both genetic and clinical factors have been implicated in MPA variability. This study aimed to integrate genetic and clinical factors with PK measurements to quantify MPA exposure.

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Amalgamation of evidence in statistics is conducted in several ways. Within a study, multiple observations are combined by averaging, or as factors in a likelihood or prediction algorithm. In multilevel modeling or Bayesian analysis, population or prior information is combined with data using the weighted averaging derived from probability modeling.

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Respiratory failure occurs more frequently after thoracic surgery than abdominal surgery. Although the etiology for this complication is frequently attributed to underlying lung disease present in patients undergoing thoracic surgery, this notion is often unfounded because many patients with normal preoperative pulmonary function often require prolonged oxygen supplementation even after minimal resection of lung tissue. Using a murine model of pulmonary resection and peripheral blood samples from patients undergoing resection of the lung or abdominal organs, we demonstrated that lung surgery initiates a proinflammatory loop that results in damage to the remaining lung tissue, noncardiogenic pulmonary edema, hypoxia, and even death.

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Complications after lung transplantation are largely related to the host immune system responding to the graft. Such immune responses are regulated by crosstalk between donor and recipient cells. A better understanding of these processes relies on the use of preclinical animal models and is aided by an ability to study intra-graft immune cell trafficking in real-time.

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Compartmental models that describe infectious disease transmission across subpopulations are central for assessing the impact of non-pharmaceutical interventions, behavioral changes and seasonal effects on the spread of respiratory infections. We present a Bayesian workflow for such models, including four features: (1) an adjustment for incomplete case ascertainment, (2) an adequate sampling distribution of laboratory-confirmed cases, (3) a flexible, time-varying transmission rate, and (4) a stratification by age group. Within the workflow, we benchmarked the performance of various implementations of two of these features (2 and 3).

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Neutrophils exacerbate pulmonary ischemia-reperfusion injury (IRI) resulting in poor short and long-term outcomes for lung transplant recipients. Glycolysis powers neutrophil activation, but it remains unclear if neutrophil-specific targeting of this pathway will inhibit IRI. Lipid nanoparticles containing the glycolysis flux inhibitor 2-deoxyglucose (2-DG) were conjugated to neutrophil-specific Ly6G antibodies (NP-Ly6G[2-DG]).

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Article Synopsis
  • Ischemia/reperfusion injury (IRI) after lung transplantation leads to primary graft dysfunction (PGD), affecting both short and long-term outcomes for patients with severe respiratory failure.
  • B cells are quickly recruited to injured lungs and play a significant role by producing CCL7, which recruits classical monocytes and neutrophils, worsening lung function.
  • This research suggests that targeting B cells could be a promising therapeutic approach to improve lung transplantation outcomes, paving the way for future clinical trials.
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Over the past decade, our laboratory has made significant progress in developing and refining vascularized mouse lung transplantation models using an efficient and highly reliable "cuff technique" of transplantation. This article describes a sophisticated and comprehensive method for orthotopic lung transplantation in a vascularized orthotopic lung model, representing the most physiologic and clinically relevant model of mouse lung transplantation to date. The transplantation process consists of two distinct stages: donor harvest and subsequent implantation into the recipient.

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Article Synopsis
  • Eosinophils have a controversial role in transplant biology, particularly concerning their involvement in alloimmunity and long-term lung allograft maintenance.
  • Depleting eosinophils leads to increased production of donor-specific antibodies and expands T follicular helper (Tfh) cells, indicating a shift in immune response.
  • The study suggests eosinophils help maintain allograft tolerance by producing IFN-γ, which influences the polarization of CD4+ T cells and cautions against using eosinophil-lytic corticosteroids, as they could enhance humoral alloimmunity.
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BACKGROUND: We have examined the primary efficacy results of 23,551 randomized clinical trials from the Cochrane Database of Systematic Reviews. METHODS: We estimate that the great majority of trials have much lower statistical power for actual effects than the 80 or 90% for the stated effect sizes. Consequently, “statistically significant” estimates tend to seriously overestimate actual treatment effects, “nonsignificant” results often correspond to important effects, and efforts to replicate often fail to achieve “significance” and may even appear to contradict initial results.

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  • Multilevel regression and poststratification (MRP) is increasingly used for population inference, but its accuracy can be influenced by model details and validation practices are under-researched.
  • The study investigates leave-one-out cross-validation (LOO) methods, focusing on Pareto smoothed importance sampling (PSIS-LOO) and a survey-weighted alternative (WTD-PSIS-LOO), using simulations to assess their effectiveness in ranking model performance.
  • Findings reveal that while both PSIS-LOO and WTD-PSIS-LOO can identify the best and worst models, they struggle with accurately ranking models for MRP, particularly in small-area estimations, indicating a need for caution in relying solely
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Objective: Osteoarthritis (OA) is often accompanied by debilitating pain that is refractory to available analgesics due in part to the complexity of signaling molecules that drive OA pain and our inability to target these in parallel. Fatty acid binding protein 5 (FABP5) is a lipid chaperone that regulates inflammatory pain; however, its contribution to OA pain has not been characterized.

Design: This combined clinical and pre-clinical study utilized synovial tissues obtained from subjects with end-stage OA and rats with monoiodoacetate-induced OA.

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American political parties continue to grow more polarized, but the extent of ideological polarization among the public is much less than the extent of perceived polarization (what the ideological gap is believed to be). Perceived polarization is concerning because of its link to interparty hostility, but it remains unclear what drives this phenomenon. We propose that a tendency for individuals to form broad generalizations about groups on the basis of inconsistent evidence may be partly responsible.

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In the early phases of growth, resurgent epidemic waves of SARS-CoV-2 incidence have been characterised by localised outbreaks. Therefore, understanding the geographic dispersion of emerging variants at the start of an outbreak is key for situational public health awareness. Using telecoms data, we derived mobility networks describing the movement patterns between local authorities in England, which we have used to inform the spatial structure of a Bayesian BYM2 model.

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Background: Chronic lung allograft dysfunction (CLAD) is the leading cause of death beyond the first year after lung transplantation. The development of donor-specific antibodies (DSA) is a recognized risk factor for CLAD. Based on experience in kidney transplantation, we hypothesized that belatacept, a selective T-cell costimulatory blocker, would reduce the incidence of DSA after lung transplantation, which may ameliorate the risk of CLAD.

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The presence of bronchus-associated lymphoid tissue (BALT) in donor lungs has been suggested to accelerate graft rejection after lung transplantation. Although chronic smoke exposure can induce BALT formation, the impact of donor cigarette use on alloimmune responses after lung transplantation is not well understood. Here, we show that smoking-induced BALT in mouse donor lungs contains Foxp3 T cells and undergoes dynamic restructuring after transplantation, including recruitment of recipient-derived leukocytes to areas of pre-existing lymphoid follicles and replacement of graft-resident donor cells.

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Neutrophils are the primary cell type involved in lung ischemia-reperfusion injury (IRI), which remains a frequent and morbid complication after organ transplantation. Endogenous lipid mediators that become activated during acute inflammation-resolution have gained increasing recognition for their protective role(s) in promoting the restoration of homeostasis, but their influence on early immune responses following transplantation remains to be uncovered. Resolvin D1, 7,8,17-trihydroxy-4,9,11,13,15,19-docosahexaenoic acid (RvD1), is a potent stereoselective mediator that exhibits proresolving and anti-inflammatory actions in the setting of tissue injury.

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Article Synopsis
  • Primary graft dysfunction (PGD) is a major cause of complications after lung transplant, occurring in 30% of patients in this study.
  • This research used machine learning to predict PGD grade 3 within 72 hours post-transplant by analyzing donor and recipient data known at the time of donor offer acceptance.
  • The final predictive model showed moderate accuracy (AUC of 0.65) and could potentially enhance matching and utilization of donors in lung transplantation.
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  • Tocilizumab (TCZ) is an IL-6 inhibitor that has shown effectiveness in treating donor-specific antibodies (DSA) and chronic antibody-mediated rejection (AMR) in kidney transplant patients, but its application in lung transplants was previously unexplored.
  • A study compared 9 lung transplant patients treated with TCZ for AMR to 18 patients treated without TCZ, finding that TCZ led to better DSA clearance, reduced DSA recurrence, and lower graft failure rates.
  • The side effects such as infusion reactions and infections were similar in both groups, indicating the potential for TCZ in treating pulmonary AMR and supporting further research into randomized controlled trials for IL-6 inhibitors.
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BACKGROUNDCellular stressors influence the development of clonal hematopoiesis (CH). We hypothesized that environmental, inflammatory, and genotoxic stresses drive the emergence of CH in lung transplant recipients. METHODSWe performed a cross-sectional cohort study of 85 lung transplant recipients to characterize CH prevalence.

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