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1.
J Infect Dis ; 230(Supplement_2): S95-S108, 2024 Sep 10.
Article in English | MEDLINE | ID: mdl-39255397

ABSTRACT

BACKGROUND: Klebsiella pneumoniae is infamous for hospital-acquired infections and sepsis, which have also been linked to Alzheimer disease (AD)-related neuroinflammatory and neurodegenerative impairment. However, its causative and mechanistic role in AD pathology remains unstudied. METHODS: A preclinical model of K. pneumoniae enteric infection and colonization is developed in an AD model (3xTg-AD mice) to investigate whether and how K. pneumoniae pathogenesis exacerbates neuropathogenesis via the gut-blood-brain axis. RESULTS: K. pneumoniae, particularly under antibiotic-induced dysbiosis, was able to translocate from the gut to the bloodstream by penetrating the gut epithelial barrier. Subsequently, K. pneumoniae infiltrated the brain by breaching the blood-brain barrier. Significant neuroinflammatory phenotype was observed in mice with K. pneumoniae brain infection. K. pneumoniae-infected mice also exhibited impaired neurobehavioral function and elevated total tau levels in the brain. Metagenomic analyses revealed an inverse correlation of K. pneumoniae with gut biome diversity and commensal bacteria, highlighting how antibiotic-induced dysbiosis triggers an enteroseptic "pathobiome" signature implicated in gut-brain perturbations. CONCLUSIONS: The findings demonstrate how infectious agents following hospital-acquired infections and consequent antibiotic regimen may induce gut dysbiosis and pathobiome and increase the risk of sepsis, thereby increasing the predisposition to neuroinflammatory and neurobehavioral impairments via breaching the gut-blood-brain barrier.


Subject(s)
Alzheimer Disease , Blood-Brain Barrier , Disease Models, Animal , Dysbiosis , Gastrointestinal Microbiome , Klebsiella Infections , Klebsiella pneumoniae , Mice, Transgenic , Neuroinflammatory Diseases , Animals , Mice , Dysbiosis/microbiology , Dysbiosis/chemically induced , Alzheimer Disease/microbiology , Neuroinflammatory Diseases/microbiology , Gastrointestinal Microbiome/drug effects , Klebsiella Infections/microbiology , Blood-Brain Barrier/microbiology , Brain/pathology , Brain/microbiology , Anti-Bacterial Agents/pharmacology , Brain-Gut Axis , Male , Humans
2.
PLOS Digit Health ; 3(8): e0000561, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39178307

ABSTRACT

The degree to which artificial intelligence healthcare research is informed by data and stakeholders from community settings has not been previously described. As communities are the principal location of healthcare delivery, engaging them could represent an important opportunity to improve scientific quality. This scoping review systematically maps what is known and unknown about community-engaged artificial intelligence research and identifies opportunities to optimize the generalizability of these applications through involvement of community stakeholders and data throughout model development, validation, and implementation. Embase, PubMed, and MEDLINE databases were searched for articles describing artificial intelligence or machine learning healthcare applications with community involvement in model development, validation, or implementation. Model architecture and performance, the nature of community engagement, and barriers or facilitators to community engagement were reported according to PRISMA extension for Scoping Reviews guidelines. Of approximately 10,880 articles describing artificial intelligence healthcare applications, 21 (0.2%) described community involvement. All articles derived data from community settings, most commonly by leveraging existing datasets and sources that included community subjects, and often bolstered by internet-based data acquisition and subject recruitment. Only one article described inclusion of community stakeholders in designing an application-a natural language processing model that detected cases of likely child abuse with 90% accuracy using harmonized electronic health record notes from both hospital and community practice settings. The primary barrier to including community-derived data was small sample sizes, which may have affected 11 of the 21 studies (53%), introducing substantial risk for overfitting that threatens generalizability. Community engagement in artificial intelligence healthcare application development, validation, or implementation is rare. As healthcare delivery occurs primarily in community settings, investigators should consider engaging community stakeholders in user-centered design, usability, and clinical implementation studies to optimize generalizability.

3.
J Immunol Methods ; 533: 113743, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39147231

ABSTRACT

Sepsis remains a leading cause of death worldwide with no proven immunomodulatory therapies. Stratifying Patient Immune Endotypes in Sepsis ('SPIES') is a prospective, multicenter observational study testing the utility of ELISpot as a functional bioassay specifically measuring cytokine-producing cells after stimulation to identify the immunosuppressed endotype, predict clinical outcomes in septic patients, and test potential immune stimulants for clinical development. Most ELISpot protocols call for the isolation of PBMC prior to their inclusion in the assay. In contrast, we developed a diluted whole blood (DWB) ELISpot protocol that has been validated across multiple laboratories. Heparinized whole blood was collected from healthy donors and septic patients and tested under different stimulation conditions to evaluate the impact of blood dilution, stimulant concentration, blood storage, and length of stimulation on ex vivo IFNγ and TNFα production as measured by ELISpot. We demonstrate a dynamic range of whole blood dilutions that give a robust ex vivo cytokine response to stimuli. Additionally, a wide range of stimulant concentrations can be utilized to induce cytokine production. Further modifications demonstrate anticoagulated whole blood can be stored up to 24 h at room temperature without losing significant functionality. Finally, we show ex vivo stimulation can be as brief as 4 h allowing for a substantial decrease in processing time. The data demonstrate the feasibility of using ELISpot to measure the functional capacity of cells within DWB under a variety of stimulation conditions to inform clinicians on the extent of immune dysregulation in septic patients.


Subject(s)
Enzyme-Linked Immunospot Assay , Interferon-gamma , Sepsis , Tumor Necrosis Factor-alpha , Humans , Enzyme-Linked Immunospot Assay/methods , Interferon-gamma/blood , Tumor Necrosis Factor-alpha/blood , Tumor Necrosis Factor-alpha/immunology , Sepsis/immunology , Sepsis/diagnosis , Sepsis/blood , Prospective Studies , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/metabolism , Male , Female , Reproducibility of Results
4.
JCI Insight ; 9(19)2024 Aug 22.
Article in English | MEDLINE | ID: mdl-39172530

ABSTRACT

Lung transplantation (LTx) outcomes are impeded by ischemia/reperfusion injury (IRI) and subsequent chronic lung allograft dysfunction (CLAD). We examined the undefined role of receptor Mer tyrosine kinase (MerTK) on monocytic myeloid-derived suppressor cells (M-MDSCs) in efferocytosis to facilitate resolution of lung IRI. Single-cell RNA sequencing of lung tissue and bronchoalveolar lavage (BAL) from patients after LTx were analyzed. Murine lung hilar ligation and allogeneic orthotopic LTx models of IRI were used with BALB/c (WT), Cebpb-/- (MDSC-deficient), Mertk-/-, or MerTK-cleavage-resistant mice. A significant downregulation in MerTK-related efferocytosis genes in M-MDSC populations of patients with CLAD was observed compared with healthy individuals. In the murine IRI model, a significant increase in M-MDSCs, MerTK expression, and efferocytosis and attenuation of lung dysfunction was observed in WT mice during injury resolution that was absent in Cebpb-/- and Mertk-/- mice. Adoptive transfer of M-MDSCs in Cebpb-/- mice significantly attenuated lung dysfunction and inflammation. Additionally, in a murine orthotopic LTx model, increases in M-MDSCs were associated with resolution of lung IRI in the transplant recipients. In vitro studies demonstrated the ability of M-MDSCs to efferocytose apoptotic neutrophils in a MerTK-dependent manner. Our results suggest that MerTK-dependent efferocytosis by M-MDSCs can substantially contribute to the resolution of post-LTx IRI.


Subject(s)
Lung Transplantation , Myeloid-Derived Suppressor Cells , Reperfusion Injury , c-Mer Tyrosine Kinase , Animals , c-Mer Tyrosine Kinase/metabolism , c-Mer Tyrosine Kinase/genetics , Reperfusion Injury/metabolism , Reperfusion Injury/pathology , Mice , Lung Transplantation/adverse effects , Humans , Myeloid-Derived Suppressor Cells/metabolism , Male , Phagocytosis , Mice, Knockout , Mice, Inbred BALB C , Disease Models, Animal , Lung/pathology , Lung/metabolism , Monocytes/metabolism , Female , CCAAT-Enhancer-Binding Protein-beta/metabolism , CCAAT-Enhancer-Binding Protein-beta/genetics , Efferocytosis
5.
Shock ; 2024 Aug 08.
Article in English | MEDLINE | ID: mdl-39178199

ABSTRACT

BACKGROUND: Previous preclinical studies have demonstrated a pathobiome after traumatic injury; however, the impact of post-injury sepsis on gut epithelial permeability and bacterial translocation remains unknown. We hypothesized that polytrauma with post-injury pneumonia would result in impaired gut permeability leading to specific blood microbiome arrays. METHODS: Male and proestrus female Sprague-Dawley rats were subjected to either polytrauma (PT), PT plus 2-hours daily chronic restraint stress (PT/CS), PT with postinjury day 1 inoculation with pseudomonas pneumonia (PT + PNA), PT/CS + PNA, or naive controls. Whole blood microbiome was measured serially using high-throughput 16S rRNA sequencing and QIIME2 bioinformatics analyses. Microbial diversity was assessed using Chao1/Shannon indices and principle coordinate analysis. Intestinal permeability was evaluated by plasma occludin and lipopolysaccharide-binding protein (LBP) assays. RESULTS: PT/CS + PNA had increased intestinal permeability compared to uninfected counterparts (PT/CS) with significantly elevated occludin (p < 0.01). Bacteria was not detected in the blood of naïve controls, PT or PT/CS, but was present in both PT + PNA and PT/CS + PNA on days two and seven. The PT/CS + PNA blood biome showed dominance of Streptococcus compared to PT + PNA at day two (p < 0.05). Females PT/CS + PNA had a significant abundance of Staphylococcus at day two and Streptococcus at day seven in the blood biome compared to male counterparts (p < 0.05). CONCLUSIONS: Multicompartmental trauma with post-injury pneumonia results in increased intestinal permeability and bacteremia with a unique blood biome, with sexual dimorphisms evident in the blood biome composition. These findings suggest that post-injury sepsis has clinical significance and could influence outcomes after severe trauma and critical illness.

6.
Surgery ; 2024 Aug 22.
Article in English | MEDLINE | ID: mdl-39179433

ABSTRACT

INTRODUCTION: Sarcopenia is a known risk factor for adverse outcomes across multiple disease states, including severe trauma. Factors such as age, hyperinflammation, prolonged immobilization, and critical illness may not only exacerbate progression of this disease but may also contribute to the development of induced sarcopenia, or sarcopenia secondary to hospitalization. This study seeks to (1) determine the effects of severe traumatic injury on changes in skeletal muscle mass in older adults; (2) test whether changes in skeletal muscle mass are associated with clinical frailty, physical performance, and health-related quality of life; and (3) examine trauma-induced frailty and temporal changes in myokine and chemokine profiles. METHODS: A prospective, longitudinal cohort study of 47 critically ill, older (≥45 years) adults presenting after severe blunt trauma was conducted. Repeated measures of computed tomography-based skeletal muscle index, frailty, and quality of life were obtained in addition to selected plasma biomarkers over 6 months. RESULTS: Severe trauma was associated with significant losses in skeletal muscle mass and increased incidence of sarcopenia from 36% at baseline to 60% at 6 months. Severe trauma also was associated with a transient worsening of induced frailty and reduced quality of life irrespective of sarcopenia status, which returned to baseline by 6 months after injury. Admission biomarker levels were not associated with skeletal muscle index at the time points studied but demonstrated distinct temporal changes across our entire cohort. CONCLUSIONS: Severe blunt trauma in older adults is associated with increased incidence of induced sarcopenia and reversible induced frailty. Despite muscle wasting, functional decline is transient, with a return to baseline by 6 months, suggesting a need for holistic definitions of sarcopenia and further investigation into long-term functional outcomes in this population.

7.
Adv Surg ; 58(1): 203-221, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39089778

ABSTRACT

Judicious use of antibiotics in the critically ill starts with the evaluation for suspected infection, including close consideration of the patient's history. If infection is present or strongly suspected, empiric antibiotics should be promptly initiated and selected based on the source of infection, patient factors, and local resistance patterns. If the surgeon decides source control is indicated, they must determine the optimal approach and timing. As soon as culture and sensitivity data are available, de-escalation to narrower spectrum agents is essential to decrease the risks of antibiotic toxicity and resistance. Importantly, surgeons should participate in antibiotic stewardship in their patients.


Subject(s)
Anti-Bacterial Agents , Antimicrobial Stewardship , Intensive Care Units , Humans , Anti-Bacterial Agents/therapeutic use , Critical Care , Critical Illness
8.
Crit Care Explor ; 6(8): e1144, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-39162648

ABSTRACT

CONTEXT: Sepsis leads to multiple organ dysfunction and negatively impacts patient outcomes. Skeletal muscle disuse is a significant comorbidity in septic patients during their ICU stay due to prolonged immobilization. HYPOTHESIS: Combination of sepsis and muscle disuse will promote a unique proteomic signature in skeletal muscle in comparison to disuse and sepsis separately. METHODS AND MODELS: Following cecal ligation and puncture (CLP) or Sham surgeries, mice were subjected to hindlimb suspension (HLS) or maintained normal ambulation (NA). Tibialis anterior muscles from 24 C57BL6/J male mice were harvested for proteomic analysis. Proteomic profiles were assessed using nano-liquid chromatography with tandem mass spectrometry, followed by data analysis including Partial Least Squares Discriminant Analysis (PLS-DA), to compare the differential protein expression across groups. RESULTS: A total of 2876 differentially expressed proteins were identified, with marked differences between groups. In mice subjected to CLP and HLS combined, there was a distinctive proteomic signature characterized by a significant decrease in the expression of proteins involved in mitochondrial function and muscle metabolism, alongside a marked increase in proteins related to muscle degradation pathways. The PLS-DA demonstrated a clear separation among experimental groups, highlighting the unique profile of the CLP/HLS group. This suggests an important interaction between sepsis-induced inflammation and disuse atrophy mechanisms in sepsis-induced myopathy. INTERPRETATIONS AND CONCLUSIONS: Our findings reveal a complex proteomic landscape in skeletal muscle exposed to sepsis and disuse, consistent with an exacerbation of muscle protein degradation under these combined stressors. The identified proteins and their roles in cellular stress responses and muscle pathology provide potential targets for intervention to mitigate muscle dysfunction in septic conditions, highlighting the importance of addressing both sepsis and disuse concurrently in clinical and experimental settings.


Subject(s)
Disease Models, Animal , Mice, Inbred C57BL , Muscle, Skeletal , Proteomics , Sepsis , Animals , Mice , Sepsis/metabolism , Sepsis/physiopathology , Muscle, Skeletal/metabolism , Male , Proteomics/methods , Hindlimb/metabolism , Hindlimb Suspension , Muscular Atrophy/metabolism , Muscular Atrophy/pathology
9.
Crit Care Explor ; 6(8): e1131, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-39132980

ABSTRACT

BACKGROUND: Surrogates, proxies, and clinicians making shared treatment decisions for patients who have lost decision-making capacity often fail to honor patients' wishes, due to stress, time pressures, misunderstanding patient values, and projecting personal biases. Advance directives intend to align care with patient values but are limited by low completion rates and application to only a subset of medical decisions. Here, we investigate the potential of large language models (LLMs) to incorporate patient values in supporting critical care clinical decision-making for incapacitated patients in a proof-of-concept study. METHODS: We simulated text-based scenarios for 50 decisionally incapacitated patients for whom a medical condition required imminent clinical decisions regarding specific interventions. For each patient, we also simulated five unique value profiles captured using alternative formats: numeric ranking questionnaires, text-based questionnaires, and free-text narratives. We used pre-trained generative LLMs for two tasks: 1) text extraction of the treatments under consideration and 2) prompt-based question-answering to generate a recommendation in response to the scenario information, extracted treatment, and patient value profiles. Model outputs were compared with adjudications by three domain experts who independently evaluated each scenario and decision. RESULTS AND CONCLUSIONS: Automated extractions of the treatment in question were accurate for 88% (n = 44/50) of scenarios. LLM treatment recommendations received an average Likert score by the adjudicators of 3.92 of 5.00 (five being best) across all patients for being medically plausible and reasonable treatment recommendations, and 3.58 of 5.00 for reflecting the documented values of the patient. Scores were highest when patient values were captured as short, unstructured, and free-text narratives based on simulated patient profiles. This proof-of-concept study demonstrates the potential for LLMs to function as support tools for surrogates, proxies, and clinicians aiming to honor the wishes and values of decisionally incapacitated patients.


Subject(s)
Proxy , Humans , Advance Directives , Decision Making , Clinical Decision-Making/methods , Proof of Concept Study , Surveys and Questionnaires , Language , Critical Care/methods
10.
Shock ; 2024 Aug 21.
Article in English | MEDLINE | ID: mdl-39178221

ABSTRACT

ABSTRACT: Severe burn injuries induce acute and chronic susceptibility to infections, which is largely attributed to a hyper-pro-inflammatory response followed by a chronic anti-inflammatory response. Concurrent inhalation injury (B + I) causes airway inflammation. Pulmonary macrophages and neutrophils are "hyperactive" with increased reactive oxygen (ROS) and nitrogen species (RONS) activity, but are unable to clear infection, causing airway damage upon activation. Nuclear Factor-Erythroid-2-Related Factor (NRF2) is a critical immunomodulatory component that induces compensatory anti-inflammatory pathways when activated. On the other hand, inhibition of Mammalian Target of Rapamycin (mTOR) reduces pro-inflammatory responses. The therapeutic use of these targets is limited, as known modulators of these pathways are insoluble in saline and require long-term administration. A biocompatible NRF2 agonist (CDDO) and rapamycin (RAPA) poly (lactic-co-glycolic acid) (PLGA) microparticles (MP) were created, which we hypothesized would reduce the acute hyper-inflammatory response in our murine model of B + I injury. BI-injured mice that received CDDO-MP or both CDDO-MP and RAPA-MP (Combo-MP) an hour after injury displayed significant changes in the activation patterns of pulmonary and systemic immune genes and their associated immune pathways 48 h after injury. For example, mice treated with Combo-MP showed a significant reduction in inflammatory gene expression compared to untreated or CDDO-MP-treated mice. We also hypothesized that Combo-MP therapy would acutely decrease bacterial susceptibility after injury. BI-injured mice that received Combo-MP an hour after injury, inoculated 48 h later with Pseudomonas aeruginosa (PAO1), and sacrificed 48 h after infection, displayed significantly decreased bacterial counts in the lungs and liver versus untreated B + I mice. This reduction in infection was accompanied by significantly altered lung and plasma cytokine profiles and immune reprogramming of pulmonary and splenic cells. Our findings strongly suggest that multimodal MP-based therapy holds considerable promise for reprogramming the immune response after burn injuries, particularly by mitigating the hyper-inflammatory phase, and preventing subsequent susceptibility to infection.

11.
Ann Surg ; 280(3): 491-503, 2024 Sep 01.
Article in English | MEDLINE | ID: mdl-38864230

ABSTRACT

OBJECTIVE: To evaluate the persistence of intestinal microbiome dysbiosis and gut-plasma metabolomic perturbations following severe trauma or sepsis weeks after admission in patients experiencing chronic critical illness (CCI). SUMMARY: Trauma and sepsis can lead to gut dysbiosis and alterations in the plasma and fecal metabolome. However, the impact of these perturbations and correlations between gut dysbiosis and the plasma metabolome in chronic critical illness have not been studied. METHODS: A prospective observational cohort study was performed with healthy subjects, severe trauma patients, and patients with sepsis residing in an intensive care unit for 2 to 3 weeks. A high-throughput multi-omics approach was utilized to evaluate the gut microbial and gut-plasma metabolite responses in critically ill trauma and sepsis patients 14 to 21 days after intensive care unit admission. RESULTS: Patients in the sepsis and trauma cohorts demonstrated strikingly depleted gut microbiome diversity, with significant alterations and specific pathobiome patterns in the microbiota composition compared to healthy subjects. Further subgroup analyses based on sex revealed resistance to changes in microbiome diversity among female trauma patients compared to healthy counterparts. Sex--specific changes in fecal metabolites were also observed after trauma and sepsis, while plasma metabolite changes were similar in both males and females. CONCLUSIONS: Dysbiosis induced by trauma and sepsis persists up to 14 to 21 days after onset and is sex-specific, underscoring the implication of pathobiome and entero-septic microbial-metabolite perturbations in post-sepsis and posttrauma chronic critical illness. This indicates resilience to infection or injury in females' microbiome and should inform and facilitate future precision/personalized medicine strategies in the intensive care unit.


Subject(s)
Critical Illness , Dysbiosis , Gastrointestinal Microbiome , Sepsis , Wounds and Injuries , Humans , Female , Sepsis/microbiology , Sepsis/metabolism , Male , Gastrointestinal Microbiome/physiology , Prospective Studies , Middle Aged , Wounds and Injuries/complications , Wounds and Injuries/microbiology , Adult , Feces/microbiology , Metabolome , Aged , Sex Factors
12.
Br J Anaesth ; 133(2): 260-263, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38902117

ABSTRACT

Enhanced critical care delivery has led to improved survival rates in critically ill patients, yet sepsis remains a leading cause of multiorgan failure with variable recovery outcomes. Chronic critical illness, characterised by prolonged ICU stays and persistent end-organ dysfunction, presents a significant challenge in patient management, often requiring multifaceted interventions. Recent research, highlighted in a comprehensive review in the British Journal of Anaesthesia, focuses on addressing the pathophysiological drivers of chronic critical illness, such as persistent inflammation, immunosuppression, and catabolism, through targeted therapeutic strategies including immunomodulation, muscle wasting prevention, nutritional support, and microbiome modulation. Although promising avenues exist, challenges remain in patient heterogeneity, treatment timing, and the need for multimodal approaches.


Subject(s)
Critical Care , Critical Illness , Inflammation , Humans , Critical Illness/therapy , Chronic Disease , Critical Care/methods , Nutritional Support/methods , Syndrome , Multiple Organ Failure/prevention & control , Multiple Organ Failure/therapy
13.
Ann Surg Open ; 5(2): e429, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38911666

ABSTRACT

Objective: To determine whether certain patients are vulnerable to errant triage decisions immediately after major surgery and whether there are unique sociodemographic phenotypes within overtriaged and undertriaged cohorts. Background: In a fair system, overtriage of low-acuity patients to intensive care units (ICUs) and undertriage of high-acuity patients to general wards would affect all sociodemographic subgroups equally. Methods: This multicenter, longitudinal cohort study of hospital admissions immediately after major surgery compared hospital mortality and value of care (risk-adjusted mortality/total costs) across 4 cohorts: overtriage (N = 660), risk-matched overtriage controls admitted to general wards (N = 3077), undertriage (N = 2335), and risk-matched undertriage controls admitted to ICUs (N = 4774). K-means clustering identified sociodemographic phenotypes within overtriage and undertriage cohorts. Results: Compared with controls, overtriaged admissions had a predominance of male patients (56.2% vs 43.1%, P < 0.001) and commercial insurance (6.4% vs 2.5%, P < 0.001); undertriaged admissions had a predominance of Black patients (28.4% vs 24.4%, P < 0.001) and greater socioeconomic deprivation. Overtriage was associated with increased total direct costs [$16.2K ($11.4K-$23.5K) vs $14.1K ($9.1K-$20.7K), P < 0.001] and low value of care; undertriage was associated with increased hospital mortality (1.5% vs 0.7%, P = 0.002) and hospice care (2.2% vs 0.6%, P < 0.001) and low value of care. Unique sociodemographic phenotypes within both overtriage and undertriage cohorts had similar outcomes and value of care, suggesting that triage decisions, rather than patient characteristics, drive outcomes and value of care. Conclusions: Postoperative triage decisions should ensure equality across sociodemographic groups by anchoring triage decisions to objective patient acuity assessments, circumventing cognitive shortcuts and mitigating bias.

14.
Animal Model Exp Med ; 7(3): 367-376, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38860566

ABSTRACT

BACKGROUND: Severe trauma is associated with systemic inflammation and organ dysfunction. Preclinical rodent trauma models are the mainstay of postinjury research but have been criticized for not fully replicating severe human trauma. The aim of this study was to create a rat model of multicompartmental injury which recreates profound traumatic injury. METHODS: Male Sprague-Dawley rats were subjected to unilateral lung contusion and hemorrhagic shock (LCHS), multicompartmental polytrauma (PT) (unilateral lung contusion, hemorrhagic shock, cecectomy, bifemoral pseudofracture), or naïve controls. Weight, plasma toll-like receptor 4 (TLR4), hemoglobin, spleen to body weight ratio, bone marrow (BM) erythroid progenitor (CFU-GEMM, BFU-E, and CFU-E) growth, plasma granulocyte colony-stimulating factor (G-CSF) and right lung histologic injury were assessed on day 7, with significance defined as p values <0.05 (*). RESULTS: Polytrauma resulted in markedly more profound inhibition of weight gain compared to LCHS (p = 0.0002) along with elevated plasma TLR4 (p < 0.0001), lower hemoglobin (p < 0.0001), and enlarged spleen to body weight ratios (p = 0.004). Both LCHS and PT demonstrated suppression of CFU-E and BFU-E growth compared to naïve (p < 0.03, p < 0.01). Plasma G-CSF was elevated in PT compared to both naïve and LCHS (p < 0.0001, p = 0.02). LCHS and PT demonstrated significant histologic right lung injury with poor alveolar wall integrity and interstitial edema. CONCLUSIONS: Multicompartmental injury as described here establishes a reproducible model of multicompartmental injury with worsened anemia, splenic tissue enlargement, weight loss, and increased inflammatory activity compared to a less severe model. This may serve as a more effective model to recreate profound traumatic injury to replicate the human inflammatory response postinjury.


Subject(s)
Anemia , Disease Models, Animal , Multiple Trauma , Rats, Sprague-Dawley , Shock, Hemorrhagic , Animals , Shock, Hemorrhagic/complications , Male , Anemia/etiology , Anemia/pathology , Multiple Trauma/complications , Multiple Trauma/pathology , Rats , Bone Marrow/pathology , Toll-Like Receptor 4/metabolism , Lung Injury/etiology , Lung Injury/pathology , Granulocyte Colony-Stimulating Factor/blood , Hemoglobins
15.
Shock ; 62(2): 255-264, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38754032

ABSTRACT

ABSTRACT: Background: The inability to evaluate host immunity in a rapid quantitative manner in patients with sepsis has severely hampered development of novel immune therapies. The enzyme-linked immunospot (ELISpot) assay is a functional bioassay that measures the number of cytokine-secreting cells and the relative amount of cytokine produced at the single-cell level. A key advantage of ELISpot is its excellent dynamic range enabling a more precise quantifiable assessment of host immunity. Herein, we tested the hypothesis that the ELISpot assay can detect dynamic changes in both innate and adaptive immunity as they often occur during sepsis. We also tested whether ELISpot could detect the effect of immune drug therapies to modulate innate and adaptive immunity. Methods: Mice were made septic using sublethal cecal ligation and puncture. Blood and spleens were harvested serially, and ex vivo interferon γ and TNF-α production were compared by ELISpot and enzyme-linked immunosorbent assay. The capability of ELISpot to detect changes in innate and adaptive immunity due to in vivo immune therapy with dexamethasone, IL-7, and arginine was also evaluated. Results: ELISpot confirmed a decreased innate and adaptive immunity responsiveness during sepsis progression. More importantly, ELISpot was also able to detect changes in adaptive and innate immunity in response to immune-modulatory reagents, for example, dexamethasone, arginine, and IL-7, in a readily quantifiable manner, as predicted by the reagents known mechanisms of action. ELISpot and enzyme-linked immunosorbent assay results tended to parallel one another although some differences were noted. Conclusion: ELISpot offers a unique capability to assess the functional status of both adaptive and innate immunity over time. The results presented herein demonstrate that ELISpot can also be used to detect and follow the in vivo effects of drugs to ameliorate sepsis-induced immune dysfunction. This capability would be a major advance in guiding new immune therapies in sepsis.


Subject(s)
Adaptive Immunity , Enzyme-Linked Immunospot Assay , Immunity, Innate , Sepsis , Sepsis/immunology , Animals , Immunity, Innate/immunology , Adaptive Immunity/immunology , Mice , Male , Interferon-gamma/metabolism , Interferon-gamma/immunology , Mice, Inbred C57BL , Tumor Necrosis Factor-alpha/metabolism , Female , Dexamethasone/therapeutic use , Dexamethasone/pharmacology
16.
Shock ; 62(2): 208-216, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38713581

ABSTRACT

ABSTRACT: Postsepsis early mortality is being replaced by survivors who experience either a rapid recovery and favorable hospital discharge or the development of chronic critical illness with suboptimal outcomes. The underlying immunological response that determines these clinical trajectories remains poorly defined at the transcriptomic level. As classical and nonclassical monocytes are key leukocytes in both the innate and adaptive immune systems, we sought to delineate the transcriptomic response of these cell types. Using single-cell RNA sequencing and pathway analyses, we identified gene expression patterns between these two groups that are consistent with differences in TNF-α production based on clinical outcome. This may provide therapeutic targets for those at risk for chronic critical illness in order to improve their phenotype/endotype, morbidity, and long-term mortality.


Subject(s)
Monocytes , Sepsis , Transcriptome , Humans , Monocytes/metabolism , Monocytes/immunology , Sepsis/immunology , Sepsis/genetics , Male , Female , Middle Aged , Aged , Tumor Necrosis Factor-alpha/metabolism
17.
Surgery ; 176(2): 541-543, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38760231

ABSTRACT

Precision and personalized medicine remain an elusive but illustrious goal in the realm of critical care, particularly in the areas of trauma and sepsis. These aims specifically refer to data gathering, interpretation, and treatment application on an individualized basis in the clinical care of patients. Until now, personalized medicine has mainly remained focused on genetics and epigenetic phenomena and has propelled clinical care forward, especially in the field of oncology. Advances in technology and methodology continue to proliferate in early-phase research, and some of these advancements are well poised to break into the clinical sphere of critical care. Here, we describe 2 topics at the forefront of investigation with potent and imminent potential for clinical application.


Subject(s)
Precision Medicine , Sepsis , Wounds and Injuries , Humans , Precision Medicine/methods , Sepsis/therapy , Sepsis/diagnosis , Wounds and Injuries/therapy , Wounds and Injuries/diagnosis , Wounds and Injuries/complications , Critical Care/methods
18.
Front Immunol ; 15: 1355405, 2024.
Article in English | MEDLINE | ID: mdl-38720891

ABSTRACT

Introduction: Sepsis engenders distinct host immunologic changes that include the expansion of myeloid-derived suppressor cells (MDSCs). These cells play a physiologic role in tempering acute inflammatory responses but can persist in patients who develop chronic critical illness. Methods: Cellular Indexing of Transcriptomes and Epitopes by Sequencing and transcriptomic analysis are used to describe MDSC subpopulations based on differential gene expression, RNA velocities, and biologic process clustering. Results: We identify a unique lineage and differentiation pathway for MDSCs after sepsis and describe a novel MDSC subpopulation. Additionally, we report that the heterogeneous response of the myeloid compartment of blood to sepsis is dependent on clinical outcome. Discussion: The origins and lineage of these MDSC subpopulations were previously assumed to be discrete and unidirectional; however, these cells exhibit a dynamic phenotype with considerable plasticity.


Subject(s)
Myeloid-Derived Suppressor Cells , Sepsis , Myeloid-Derived Suppressor Cells/immunology , Myeloid-Derived Suppressor Cells/metabolism , Humans , Sepsis/immunology , Transcriptome , Male , Female , Cell Differentiation/immunology , Gene Expression Profiling
19.
J Trauma Acute Care Surg ; 97(1): 65-72, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38480488

ABSTRACT

BACKGROUND: Previous preclinical studies have demonstrated sex-specific alterations in the gut microbiome following traumatic injury or sepsis alone; however, the impact of host sex on dysbiosis in the setting of postinjury sepsis acutely is unknown. We hypothesized that multicompartmental injury with subsequent pneumonia would result in host sex-specific dysbiosis. METHODS: Male and proestrus female Sprague-Dawley rats (n = 8/group) were subjected to either multicompartmental trauma (PT) (lung contusion, hemorrhagic shock, cecectomy, bifemoral pseudofracture), PT plus 2-hour daily restraint stress (PT/RS), PT with postinjury day 1 Pseudomonas aeruginosa pneumonia (PT-PNA), PT/RS with pneumonia (PT/RS-PNA), or naive controls. Fecal microbiome was measured on days 0 and 2 using high-throughput 16S rRNA sequencing and Quantitative Insights Into Microbial Ecology 2 bioinformatics analyses. Microbial α-diversity was assessed using Chao1 (number of different unique species) and Shannon (species richness and evenness) indices. ß-diversity was assessed using principal coordinate analysis. Significance was defined as p < 0.05. RESULTS: All groups had drastic declines in the Chao1 (α-diversity) index compared with naive controls ( p < 0.05). Groups PT-PNA and PT/RS-PNA resulted in different ß-diversity arrays compared with uninfected counterparts (PT, PT/RS) ( p = 0.001). Postinjury sepsis cohorts showed a loss of commensal bacteria along with emergence of pathogenic bacteria, with blooms of Proteus in PT-PNA and Escherichia-Shigella group in PT/RS-PNA compared with other cohorts. At day 2, PT-PNA resulted in ß-diversity, which was unique between males and females ( p = 0.004). Microbiome composition in PT-PNA males was dominated by Anaerostipes and Parasuterella , whereas females had increased Barnesiella and Oscillibacter . The PT/RS males had an abundance of Gastranaerophilales and Muribaculaceae . CONCLUSION: Multicompartmental trauma complicated by sepsis significantly diminishes diversity and alters microbial composition toward a severely dysbiotic state early after injury, which varies between males and females. These findings highlight the role of sex in postinjury sepsis and the pathobiome, which may influence outcomes after severe trauma and sepsis.


Subject(s)
Dysbiosis , Gastrointestinal Microbiome , Rats, Sprague-Dawley , Animals , Female , Male , Rats , Dysbiosis/microbiology , RNA, Ribosomal, 16S/genetics , Feces/microbiology , Sex Factors , Disease Models, Animal , Sepsis/microbiology , Pneumonia/microbiology , Pneumonia/etiology
20.
bioRxiv ; 2024 Jan 23.
Article in English | MEDLINE | ID: mdl-38328174

ABSTRACT

Rationale: Patients with end stage lung diseases require lung transplantation (LTx) that can be impeded by ischemia-reperfusion injury (IRI) leading to subsequent chronic lung allograft dysfunction (CLAD) and inadequate outcomes. Objectives: We examined the undefined role of MerTK (receptor Mer tyrosine kinase) on monocytic myeloid-derived suppressor cells (M-MDSCs) in efferocytosis (phagocytosis of apoptotic cells) to facilitate resolution of lung IRI. Methods: Single-cell RNA sequencing of lung tissue and BAL from post-LTx patients was analyzed. Murine lung hilar ligation and allogeneic orthotopic LTx models of IRI were used with Balb/c (WT), cebpb -/- (MDSC-deficient), Mertk -/- or MerTK-CR (cleavage resistant) mice. Lung function, IRI (inflammatory cytokine and myeloperoxidase expression, immunohistology for neutrophil infiltration), and flow cytometry of lung tissue for efferocytosis of apoptotic neutrophils were assessed in mice. Measurements and Main Results: A significant downregulation in MerTK-related efferocytosis genes in M-MDSC populations of CLAD patients compared to healthy subjects was observed. In the murine IRI model, significant increase in M-MDSCs, MerTK expression and efferocytosis was observed in WT mice during resolution phase that was absent in cebpb -/- Land Mertk -/- mice. Adoptive transfer of M-MDSCs in cebpb -/- mice significantly attenuated lung dysfunction, and inflammation leading to resolution of IRI. Additionally, in a preclinical murine orthotopic LTx model, increases in M-MDSCs were associated with resolution of lung IRI in the transplant recipients. In vitro studies demonstrated the ability of M-MDSCs to efferocytose apoptotic neutrophils in a MerTK-dependent manner. Conclusions: Our results suggest that MerTK-dependent efferocytosis by M-MDSCs can significantly contribute to the resolution of post-LTx IRI.

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