Small airway brush gene expression predicts chronic lung allograft dysfunction and mortality

IF 6.4 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Rashmi Prava Mohanty PhD , Kaveh Moghbeli MD , Jonathan P. Singer MD, MS , Daniel R. Calabrese MD , Steven R. Hays MD , Carlo Iasella PharmD, MPH , Sophia Lieber BS , Lorriana E. Leard MD , Rupal J. Shah MD , Aida Venado MD , Mary E. Kleinhenz MD , Jeffery A. Golden MD , Tereza Martinu MD , Christina Love BA , Ryan Ward BS , Charles R. Langelier MD , John McDyer MD , John R. Greenland MD, PhD
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引用次数: 0

Abstract

Background

Chronic lung allograft dysfunction (CLAD) limits survival following lung transplant, but substantial lung damage occurs before diagnosis by traditional methods. We hypothesized that small airway gene expression patterns could identify CLAD risk before spirometric diagnosis and predict subsequent graft failure.

Methods

Candidate genes from 4 rejection-associated transcript sets were assessed for associations with CLAD or graft failure in a derivation cohort of 156 small airway brushes from 45 CLAD cases and 37 time-matched controls with >1-year stable lung function. Candidate genes not associated with CLAD and time to graft failure were excluded, yielding the Airway Inflammation 2 (AI2) gene set. Area under the receiver operating curve (AUC) for CLAD and competing risks of death or graft failure were assessed in an independent validation cohort of 37 CLAD cases and 37 controls.

Results

Thirty-two candidate genes were associated with CLAD and graft failure, comprising the AI2 score, which clustered into 3 subcomponents. The AI2 score identified CLAD before its onset, in early and late post-CLAD brushes, as well as in the validation cohort (AUC 0.69-0.88). The AI2 score association with CLAD was independent of positive microbiology, CLAD stage, or CLAD subtype. However, transcripts most associated with CLAD evolved over time from CLAD onset. The AI2 score predicted time to graft failure and retransplant-free survival in both cohorts (p ≤ 0.03).

Conclusions

This airway inflammation gene score is associated with CLAD development, graft failure, and death. Future studies defining the molecular heterogeneity of airway inflammation could lead to endotype-targeted therapies.
小气道刷基因表达可预测慢性肺移植功能障碍和死亡率
背景慢性肺移植功能障碍(CLAD)限制了肺移植后的存活率,但在用传统方法诊断之前就已经出现了严重的肺损伤。我们假设,小气道基因表达模式可以在肺功能诊断之前识别 CLAD 风险,并预测随后的移植物失败。方法在一个衍生队列中评估了来自 4 个排斥相关转录本集的候选基因与 CLAD 或移植物失败的相关性,该衍生队列包括来自 45 例 CLAD 病例和 37 例具有 >1年稳定肺功能的时间匹配对照的 156 个小气道刷。排除了与 CLAD 和移植物失败时间无关的候选基因,得出了气道炎症 2 (AI2) 基因集。结果32个候选基因与CLAD和移植失败相关,组成了AI2评分,该评分分为3个子成分。AI2 评分可在 CLAD 发病前、CLAD 刷片后早期和晚期以及验证队列中识别 CLAD(AUC 0.69-0.88)。AI2 评分与 CLAD 的关系与微生物学阳性、CLAD 分期或 CLAD 亚型无关。然而,与 CLAD 最相关的转录本会随着 CLAD 发病时间的推移而变化。结论这种气道炎症基因评分与 CLAD 的发生、移植失败和死亡有关。定义气道炎症分子异质性的未来研究可能会带来内型靶向疗法。
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来源期刊
CiteScore
10.10
自引率
6.70%
发文量
1667
审稿时长
69 days
期刊介绍: The Journal of Heart and Lung Transplantation, the official publication of the International Society for Heart and Lung Transplantation, brings readers essential scholarly and timely information in the field of cardio-pulmonary transplantation, mechanical and biological support of the failing heart, advanced lung disease (including pulmonary vascular disease) and cell replacement therapy. Importantly, the journal also serves as a medium of communication of pre-clinical sciences in all these rapidly expanding areas.
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