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Gene set enrichment analysis identifies key innate immune pathways in primary graft dysfunction after lung transplantation.

ABSTRACT: We hypothesized alterations in gene expression could identify important pathways involved in transplant lung injury. Broncho alveolar lavage fluid (BALF) was sampled from donors prior to procurement and in recipients within an hour of reperfusion as part of the NIAID Clinical Trials in Organ Transplantation Study. Twenty-three patients with Grade 3 primary graft dysfunction (PGD) were frequency matched with controls based on donor age and recipient diagnosis. RNA was analyzed using the Human Gene 1.0 ST array. Normalized mRNA expression was transformed and differences between donor and postreperfusion values were ranked then tested using Gene Set Enrichment Analysis. Three-hundred sixty-two gene sets were upregulated, with eight meeting significance (familywise-error rate, FWER p-value <0.05), including the NOD-like receptor inflammasome (NLR; p < 0.001), toll-like receptors (TLR; p < 0.001), IL-1 receptor (p = 0.001), myeloid differentiation primary response gene 88 (p = 0.001), NFkB activation by nontypeable Haemophilus influenzae (p = 0.001), TLR4 (p = 0.008) and TLR 9 (p = 0.018). The top five ranked individual transcripts from these pathways based on rank metric score are predominantly present in the NLR and TLR pathways, including IL1? (1.162), NLRP3 (1.135), IL1? (0.952), IL6 (0.931) and CCL4 (0.842). Gene set enrichment analyses implicate inflammasome-mediated and innate immune signaling pathways as key mediators of the development of PGD in lung transplant patients.

SUBMITTER: Cantu E

PROVIDER: S-EPMC3954988 | biostudies-literature | 2013 Jul

REPOSITORIES: biostudies-literature

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Gene set enrichment analysis identifies key innate immune pathways in primary graft dysfunction after lung transplantation.

Cantu E E Lederer D J DJ Meyer K K Milewski K K Suzuki Y Y Shah R J RJ Diamond J M JM Meyer N J NJ Tobias J W JW Baldwin D A DA Van Deerlin V M VM Olthoff K M KM Shaked A A Christie J D JD

American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons 20130524 7

We hypothesized alterations in gene expression could identify important pathways involved in transplant lung injury. Broncho alveolar lavage fluid (BALF) was sampled from donors prior to procurement and in recipients within an hour of reperfusion as part of the NIAID Clinical Trials in Organ Transplantation Study. Twenty-three patients with Grade 3 primary graft dysfunction (PGD) were frequency matched with controls based on donor age and recipient diagnosis. RNA was analyzed using the Human Gen ...[more]

PMID: 23710539

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Project description:PurposeClinical models to identify patients at high risk of primary graft dysfunction (PGD) after heart transplantation (HT) are limited, and the underlying pathophysiology of this common post-transplant complication remains poorly understood. We sought to identify whether pre-transplant levels of circulating proteins reporting on immune activation and inflammation are associated with incident PGD.MethodsThe study population consisted of 219 adult heart transplant recipients identified between 2016 and 2020 at Duke University Medical Center, randomly divided into derivation (n = 131) and validation (n = 88) sets. PGD was defined using modified ISHLT criteria. Proteomic profiling was performed using Olink panels (n = 354 proteins) with serum samples collected immediately prior to transplantation. Association between normalized relative protein expression and PGD was tested using univariate and multivariable (recipient age, creatinine, mechanical circulatory support, and sex; donor age; ischemic time) models. Significant proteins identified in the derivation set (p < 0.05 in univariate models), were then tested in the validation set. Pathway enrichment analysis was used to test candidate biological processes. The predictive performance of proteins was compared to that of the RADIAL score.ResultsNine proteins were associated with PGD in univariate models in the derivation set. Of these, only CLEC4C remained associated with PGD in the validation set after Bonferroni correction (OR [95% CI] = 3.04 [1.74,5.82], p = 2.8 × 10-4). Patterns of association were consistent for CLEC4C in analyses stratified by biventricular/left ventricular and isolated right ventricular PGD. Pathway analysis identified interferon-alpha response and C-type lectin signaling as significantly enriched biologic processes. The RADIAL score was a poor predictor of PGD (AUC = 0.55). CLEC4C alone (AUC = 0.66, p = 0.048) and in combination with the clinical covariates from the multivariable model (AUC = 0.69, p = 0.018) improved discrimination for the primary outcome.ConclusionsPre-transplantation circulating levels of CLEC4C, a protein marker of plasmacytoid dendritic cells (pDCs), may identify HT recipients at risk for PGD. Further studies are needed to better understand the potential role pDCs and the innate immune response in PGD.

Project description:BACKGROUNDThe complement system plays a key role in host defense but is activated by ischemia/reperfusion injury (IRI). Primary graft dysfunction (PGD) is a form of acute lung injury occurring predominantly due to IRI, which worsens survival after lung transplantation (LTx). Local complement activation is associated with acute lung injury, but whether it is more reflective of allograft injury compared with systemic activation remains unclear. We proposed that local complement activation would help identify those who develop PGD after LTx. We also aimed to identify which complement activation pathways are associated with PGD.METHODSWe performed a multicenter cohort study at the University of Pennsylvania and Washington University School of Medicine. Bronchoalveolar lavage (BAL) and plasma specimens were obtained from recipients within 24 hours after LTx. PGD was scored based on the consensus definition. Complement activation products and components of each arm of the complement cascade were measured using ELISA.RESULTSIn both cohorts, sC4d and sC5b-9 levels were increased in BAL of subjects with PGD compared with those without PGD. Subjects with PGD also had higher C1q, C2, C4, and C4b, compared with subjects without PGD, suggesting classical and lectin pathway involvement. Ba levels were higher in subjects with PGD, suggesting alternative pathway activation. Among lectin pathway-specific components, MBL and FCN-3 had a moderate-to-strong correlation with the terminal complement complex in the BAL but not in the plasma.CONCLUSIONComplement activation fragments are detected in the BAL within 24 hours after LTx. Components of all 3 pathways are locally increased in subjects with PGD. Our findings create a precedent for investigating complement-targeted therapeutics to mitigate PGD.FUNDINGThis research was supported by the NIH, American Lung Association, Children's Discovery Institute, Robert Wood Johnson Foundation, Cystic Fibrosis Foundation, Barnes-Jewish Hospital Foundation, Danish Heart Foundation, Danish Research Foundation of Independent Research, Svend Andersen Research Foundation, and Novo Nordisk Research Foundation.

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Gene set enrichment analysis identifies key innate immune pathways in primary graft dysfunction after lung transplantation.

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Gene set enrichment analysis identifies key innate immune pathways in primary graft dysfunction after lung transplantation.

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