Preferential inhibition of adaptive immune system dynamics by glucocorticoids in patients after acute surgical trauma.
Edward A GanioNatalie StanleyViktoria Lindberg-LarsenJakob EinhausAmy S TsaiFranck VerdonkAnthony CulosSajjad GhaemiKristen K RumerIna Annelies StelzerDyani GaudilliereEileen TsaiRamin FallahzadehBenjamin ChoisyHenrik KehletNima AghaeepourMartin S AngstBrice L GaudillierePublished in: Nature communications (2020)
Glucocorticoids (GC) are a controversial yet commonly used intervention in the clinical management of acute inflammatory conditions, including sepsis or traumatic injury. In the context of major trauma such as surgery, concerns have been raised regarding adverse effects from GC, thereby necessitating a better understanding of how GCs modulate the immune response. Here we report the results of a randomized controlled trial (NCT02542592) in which we employ a high-dimensional mass cytometry approach to characterize innate and adaptive cell signaling dynamics after a major surgery (primary outcome) in patients treated with placebo or methylprednisolone (MP). A robust, unsupervised bootstrap clustering of immune cell subsets coupled with random forest analysis shows profound (AUC = 0.92, p-value = 3.16E-8) MP-induced alterations of immune cell signaling trajectories, particularly in the adaptive compartments. By contrast, key innate signaling responses previously associated with pain and functional recovery after surgery, including STAT3 and CREB phosphorylation, are not affected by MP. These results imply cell-specific and pathway-specific effects of GCs, and also prompt future studies to examine GCs' effects on clinical outcomes likely dependent on functional adaptive immune responses.
Keyphrases
- immune response
- single cell
- minimally invasive
- end stage renal disease
- coronary artery bypass
- dendritic cells
- randomized controlled trial
- rna seq
- newly diagnosed
- spinal cord injury
- drug induced
- cell therapy
- machine learning
- chronic kidney disease
- magnetic resonance
- toll like receptor
- ejection fraction
- oxidative stress
- peritoneal dialysis
- liver failure
- stem cells
- autism spectrum disorder
- pain management
- surgical site infection
- prognostic factors
- high glucose
- low dose
- trauma patients
- neuropathic pain
- intellectual disability
- bone marrow
- peripheral blood
- patient reported outcomes
- current status
- percutaneous coronary intervention
- spinal cord
- computed tomography
- protein kinase
- study protocol
- neural network