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Daily Report

Daily Ards Research Analysis

05/14/2025
3 papers selected
3 analyzed

Three studies advance ARDS-related science across precision immunomodulation and host-directed antivirals. A multicenter target trial emulation shows corticosteroid effects in sepsis/pneumonia/ARDS vary by predicted organ dysfunction trajectory. Preclinical work identifies phillyrin as a GSK-3β–targeted modulator of sepsis-related ALI/ARDS and repurposes neurotransmitter receptor modulators to block influenza entry and improve survival in mice.

Summary

Three studies advance ARDS-related science across precision immunomodulation and host-directed antivirals. A multicenter target trial emulation shows corticosteroid effects in sepsis/pneumonia/ARDS vary by predicted organ dysfunction trajectory. Preclinical work identifies phillyrin as a GSK-3β–targeted modulator of sepsis-related ALI/ARDS and repurposes neurotransmitter receptor modulators to block influenza entry and improve survival in mice.

Research Themes

  • Trajectory-based precision immunomodulation in sepsis/ARDS
  • Host-directed antivirals targeting viral entry
  • Macrophage polarization and GSK-3β signaling in ALI/ARDS

Selected Articles

1. Multicenter target trial emulation to evaluate corticosteroids for sepsis stratified by predicted organ dysfunction trajectory.

73Level IIICohort
Nature communications · 2025PMID: 40360520

Using multicenter data and a two-stage ML approach, the authors subphenotyped and predicted organ dysfunction trajectories, then emulated a target trial of corticosteroids. The association between steroids and 28-day mortality differed by predicted trajectory across sepsis, pneumonia, and ARDS cohorts, supporting biology-driven treatment tailoring.

Impact: Introduces trajectory-based stratification to refine the evaluation of corticosteroids in sepsis/ARDS, moving beyond one-size-fits-all analyses. This framework can reshape trial design and bedside decision-making.

Clinical Implications: Avoid blanket steroid use; consider ML-predicted organ dysfunction trajectories to identify likely beneficiaries versus non-responders or potential harm. Prospective stratified RCTs are warranted before routine implementation.

Key Findings

  • Two-stage ML defined and predicted organ dysfunction trajectories across sepsis, pneumonia, and ARDS.
  • Target trial emulation showed steroid–mortality associations varied by predicted trajectory.
  • Findings argue for matching immunomodulatory therapy to empirically observed pathobiology.

Methodological Strengths

  • Retrospective multicenter design with target trial emulation
  • Two-stage machine learning for subphenotyping and trajectory prediction

Limitations

  • Observational design susceptible to residual confounding and indication bias
  • Steroid dosing/timing and sample size details not specified in abstract

Future Directions: Prospective, trajectory-stratified randomized trials and integration of real-time trajectory prediction into clinical decision support.

Corticosteroids decrease the duration of organ dysfunction in sepsis and a range of overlapping and complementary infectious critical illnesses, including septic shock, pneumonia and the acute respiratory distress syndrome (ARDS). The risk and benefit of corticosteroids are not fully defined using the construct of organ dysfunction duration. This retrospective multicenter, proof-of-concept study aimed to evaluate the association between usage of corticosteroids and mortality of patients with sepsis, pneumonia and ARDS by emulating a target trial framework stratified by predicted organ dysfunction trajectory. The study employed a two staged machine learning (ML) methodology to first subphenotype based on organ dysfunction trajectory then predict this defined trajectory. Once patients were classified by predicted trajectory we conducted a target trial emulation. Our analysis revealed that the association between corticosteroid use and 28-day mortality varied by predicted trajectory and between cohorts.Our findings suggest that matching treatment strategies to empirically observed pathobiology may offer a more nuanced understanding of corticosteroid utility.

2. Phillyrin for sepsis-related acute lung injury: A potential strategy suppressing GSK-3β.

70Level VCase-control
Molecular immunology · 2025PMID: 40359720

Phillyrin targets GSK-3β to modulate innate immunity in sepsis-related ALI/ARDS. Multi-omics prioritization, docking/simulation, and validation in macrophages, zebrafish, and mouse ALI models show reduced NF-κB activation, lower TNF-α/IL-6, increased IL-10, M2 polarization, and attenuated lung injury.

Impact: Provides a mechanistically grounded, host-directed strategy for ALI/ARDS via GSK-3β inhibition using a natural product with in vivo efficacy.

Clinical Implications: While preclinical, the data support GSK-3β as a therapeutic target and phillyrin as a lead for drug development in sepsis-related ALI/ARDS.

Key Findings

  • Identified six PHN-relevant hub genes; AKT1, GSK-3β, PPP2CA, PPP2CB, and PPP2R1A were overexpressed in ALI/ARDS datasets.
  • Docking and dynamics simulations support a stable PHN–GSK-3β interaction.
  • PHN reduced GSK-3β expression/activity, decreased NF-κB-p65 nuclear translocation, lowered TNF-α/IL-6, increased IL-10, promoted M2 polarization, and mitigated ALI/ARDS in zebrafish and mice.

Methodological Strengths

  • Integrated multi-omics prioritization with molecular docking and dynamics
  • Cross-validation in vitro (macrophages) and in vivo (zebrafish and mouse ALI models)

Limitations

  • Preclinical study without human clinical data
  • Reliance on in silico docking; pharmacokinetics, toxicity, and dosing not addressed

Future Directions: Define PK/toxicity and dose–response in mammals; test GSK-3β inhibition in clinically relevant sepsis/ARDS models; consider early-phase clinical trials.

The efficacy of clinical drugs for acute lung injury/acute respiratory distress syndrome (ALI/ARDS) remains suboptimal. Phillyrin (PHN), a compound derived from Forsythia, is believed to alleviate sepsis-related ALI/ARDS; however, its mechanisms are not fully elucidated. In this study, we screened 8331 target genes associated with ALI/ARDS from public databases and identified six hub genes relevant to PHN treatment: AKT1, GSK-3β, PPP2CA, PPP2CB, PPP2R1A, and AR. Receiver operating characteristic analysis and single-cell sequencing analysis revealed the expression of AKT1, GSK-3β, PPP2CA, PPP2CB, and PPP2R1A were markedly elevated. Molecular docking and dynamics simulations indicated that PHN forms a structurally stable complex with glycogen synthase kinase-3β (GSK-3β). Mendelian randomization analyses suggested that PHN, as a potent GSK-3β inhibitor, may promote M2 macrophage polarization and reduce neutrophil recruitment. We validated these findings through in vivo and in vitro experiments, demonstrating that PHN lowers iNOS levels and raises MMR levels by downregulating GSK-3β mRNA expression and protein activity during lipopolysaccharide (LPS)-induced macrophage inflammation. Additionally, PHN inhibited GSK-3β mRNA expression and protein activity, reducing NF-κB-p65 nuclear translocation in LPS-induced zebrafish inflammation and mice ALI. This inhibition decreased levels of TNF-α and IL-6, increased IL-10 levels, promoted M2 macrophage polarization, suppressed neutrophil recruitment, and ultimately ameliorated ALI/ARDS. In conclusion, our results indicate that PHN effectively alleviates LPS-induced ALI/ARDS by suppressing GSK-3β signaling.

3. Screening of neurotransmitter receptor modulators reveals novel inhibitors of influenza virus replication.

68.5Level VCase-control
Frontiers in cellular and infection microbiology · 2025PMID: 40365534

A host-directed screen identified neurotransmitter receptor modulators that inhibit influenza replication, with isoxsuprine reducing lung viral load, inflammation, and mortality in a lethal mouse model. These compounds act at early entry by impairing internalization and retain activity against oseltamivir-resistant strains.

Impact: Opens a host-targeting antiviral avenue that may circumvent resistance to neuraminidase/polymerase inhibitors and shows in vivo survival benefit.

Clinical Implications: Supports repurposing of approved/known neurotransmitter modulators (e.g., isoxsuprine, rotigotine) for severe influenza pending dose, safety, and efficacy trials; potential relevance to ARDS prevention via reduced viral burden and inflammation.

Key Findings

  • Screening identified 20 neurotransmitter receptor modulators with IC50 < 20 μM against influenza.
  • Isoxsuprine, ciproxifan, and rotigotine inhibited replication across multiple cell lines and strains, including oseltamivir-resistant H1N1, H3N2, and influenza B.
  • Mechanism involves blocking early-stage internalization; isoxsuprine reduced lung viral titers, inflammation, and improved survival in lethal mouse influenza.

Methodological Strengths

  • Host-directed library screen with validation across diverse strains and cell lines
  • In vivo efficacy demonstrated with survival benefit in lethal mouse model

Limitations

  • Toxicity, pharmacokinetics, and CNS/offs-target effects of neuromodulators not assessed
  • Mechanistic depth limited beyond internalization; human data lacking

Future Directions: Define safety/PK and optimal dosing; test combination with standard antivirals; evaluate efficacy in severe pneumonia/ARDS models.

Influenza presents a significant public health threat, as severe cases can lead to excessive inflammation and complications such as pneumonia or acute respiratory distress syndrome. Current antiviral agents targeting viral proteins may lead to the development of resistance, highlighting the need for new agents targeting host factors. Neurotransmitter receptors are vital for cellular signaling and cell cycle modulation, making them promising antiviral therapeutic targets. Recent research has demonstrated that screening libraries of compounds aimed at these receptors can help identify inhibitors that prevent the replication of various viruses, including filoviruses and SARS-CoV-2. We screened a neurotransmitter receptor modulator library in influenza-infected U937 cells and found that many adrenergic, histamine, dopamine, and serotonin receptor agonists and antagonists exhibit antiviral activity. We identified 20 candidate compounds with IC50 values below 20 μM, suggesting a critical role for these receptors in influenza replication. Three representative compounds (isoxsuprine, ciproxifan, and rotigotine) inhibited H1N1 replication in a dose-dependent manner in multiple cell lines, and were effective against H1N1, oseltamivir-resistant H1N1, H3N2, and influenza B strains. Mechanistic studies indicated that these compounds affect virus internalization during the early infection stages. In a mouse model of lethal influenza, isoxsuprine significantly decreased lung viral titers, mitigated pulmonary inflammation, and enhanced survival rates. These findings highlight neurotransmitter receptors as potential targets for developing novel anti-influenza agents, providing a foundation for further optimization of the identified compounds as potential therapeutic agents.