Transcriptional Landscape of Chronic Lung Allograft Rejection in Humans

闭塞性细支气管炎 转录组 表型 纤维化 生物 肺移植 基因 医学 免疫学 病理 基因表达 遗传学 内科学
作者
Grégory Berra,Jonathan Allen,A. Duong,Liran Levy,M Kawashima,B. Renaud-Picard,R. Ghany,Micheal McInnis,S. Keshavjee,Jonathan C. Yeung,S. Juvet,T. Martinu
出处
期刊:Journal of Heart and Lung Transplantation [Elsevier BV]
卷期号:41 (4): S183-S183
标识
DOI:10.1016/j.healun.2022.01.1592
摘要

Purpose Chronic lung allograft dysfunction (CLAD) remains the main barrier to long-term survival after lung transplant. The main phenotypes of CLAD are bronchiolitis obliterans syndrome (BOS) with small airway fibrosis, and restrictive allograft syndrome (RAS) with extensive lung parenchymal fibrosis. Mechanisms of CLAD and the pathways active in BOS/RAS remain poorly understood. We hypothesized that bulk RNA sequencing (seq) of human CLAD lungs would help uncover pro-fibrotic pathways and phenotype-specific mechanisms. Methods At time of retransplantation, we obtained CLAD lung tissue from 27 BOS and 18 RAS. Negative controls included donor lungs (18) and lobectomy samples done for suspected cancers (14); positive controls came from patients with idiopathic pulmonary fibrosis (IPF) (19). RNA was extracted and submitted for bulk RNAseq at a depth of 50 million paired-end 100-base-pair reads. Differentially expressed genes were detected using DESeq2 and NOIseq. Results Top differentially expressed genes in CLAD vs. negative controls included genes involved in cell-matrix interactions (COL10A1, ADAM9) and cell proliferation (CST, MDK). Gene Ontology analysis showed higher expression of genes associated with fibrosis and motility, whereas genes involved in defense and immunity were decreased due to immunosuppression in CLAD vs. negative controls. Analyses to compare RAS to BOS are ongoing. As we anticipated an imperfect correlation between clinical phenotypes and transcriptomic endotypes, we performed unsupervised clustering of all samples. A subset of RAS/mixed samples clustered together and in close proximity to IPF, while other distinct clusters appeared independent of clinical phenotypes: These transcriptomic endotypes will merit further exploration. Conclusion This large cohort of lung samples allows a detailed analysis of the lung allograft transcriptome in different phenotypes of CLAD, enabling identification of the top differentially expressed genes and pathways in this poorly understood condition. Chronic lung allograft dysfunction (CLAD) remains the main barrier to long-term survival after lung transplant. The main phenotypes of CLAD are bronchiolitis obliterans syndrome (BOS) with small airway fibrosis, and restrictive allograft syndrome (RAS) with extensive lung parenchymal fibrosis. Mechanisms of CLAD and the pathways active in BOS/RAS remain poorly understood. We hypothesized that bulk RNA sequencing (seq) of human CLAD lungs would help uncover pro-fibrotic pathways and phenotype-specific mechanisms. At time of retransplantation, we obtained CLAD lung tissue from 27 BOS and 18 RAS. Negative controls included donor lungs (18) and lobectomy samples done for suspected cancers (14); positive controls came from patients with idiopathic pulmonary fibrosis (IPF) (19). RNA was extracted and submitted for bulk RNAseq at a depth of 50 million paired-end 100-base-pair reads. Differentially expressed genes were detected using DESeq2 and NOIseq. Top differentially expressed genes in CLAD vs. negative controls included genes involved in cell-matrix interactions (COL10A1, ADAM9) and cell proliferation (CST, MDK). Gene Ontology analysis showed higher expression of genes associated with fibrosis and motility, whereas genes involved in defense and immunity were decreased due to immunosuppression in CLAD vs. negative controls. Analyses to compare RAS to BOS are ongoing. As we anticipated an imperfect correlation between clinical phenotypes and transcriptomic endotypes, we performed unsupervised clustering of all samples. A subset of RAS/mixed samples clustered together and in close proximity to IPF, while other distinct clusters appeared independent of clinical phenotypes: These transcriptomic endotypes will merit further exploration. This large cohort of lung samples allows a detailed analysis of the lung allograft transcriptome in different phenotypes of CLAD, enabling identification of the top differentially expressed genes and pathways in this poorly understood condition.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
帆帆完成签到,获得积分10
1秒前
2秒前
hh发布了新的文献求助10
2秒前
结实的寻冬完成签到 ,获得积分10
3秒前
淡定青丝完成签到 ,获得积分10
4秒前
qin202569完成签到,获得积分10
6秒前
大溺发布了新的文献求助10
7秒前
MWY发布了新的文献求助10
7秒前
7秒前
11111发布了新的文献求助10
9秒前
10秒前
11秒前
11秒前
11秒前
大力的灵雁应助duwang采纳,获得30
13秒前
爆米花应助斯文的以亦采纳,获得10
15秒前
平淡善斓发布了新的文献求助10
15秒前
嗨嗨嗨完成签到,获得积分10
15秒前
LongH2完成签到,获得积分10
16秒前
星辰大海应助小壳儿采纳,获得10
17秒前
nihaoaaaa发布了新的文献求助10
17秒前
Ruoru完成签到,获得积分10
17秒前
自由的雪一完成签到,获得积分10
18秒前
18秒前
CodeCraft应助jojo采纳,获得10
21秒前
21秒前
22秒前
巴啦啦完成签到 ,获得积分10
23秒前
24秒前
24秒前
24秒前
zhangr完成签到 ,获得积分10
24秒前
zz完成签到,获得积分10
25秒前
Zilliax发布了新的文献求助288
25秒前
25秒前
26秒前
27秒前
MWY完成签到,获得积分10
27秒前
彭于晏应助眯眯眼的一兰采纳,获得10
28秒前
29秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Inorganic Chemistry Eighth Edition 1200
Free parameter models in liquid scintillation counting 1000
Anionic polymerization of acenaphthylene: identification of impurity species formed as by-products 1000
Standards for Molecular Testing for Red Cell, Platelet, and Neutrophil Antigens, 7th edition 1000
HANDBOOK OF CHEMISTRY AND PHYSICS 106th edition 1000
ASPEN Adult Nutrition Support Core Curriculum, Fourth Edition 1000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6312486
求助须知:如何正确求助?哪些是违规求助? 8129055
关于积分的说明 17034632
捐赠科研通 5369496
什么是DOI,文献DOI怎么找? 2850872
邀请新用户注册赠送积分活动 1828658
关于科研通互助平台的介绍 1680943