Transcriptomic Analysis of Human Lung Development

被引:97
作者
Kho, Alvin T. [2 ]
Bhattacharya, Soumyaroop [3 ]
Tantisira, Kelan G. [4 ]
Carey, Vincent J. [4 ]
Gaedigk, Roger [5 ]
Leeder, J. Steven [5 ]
Kohane, Isaac S.
Weiss, Scott T. [4 ]
Mariani, Thomas J. [1 ,3 ]
机构
[1] Univ Rochester, Dept Pediat, Div Neonatol, Rochester, NY 14642 USA
[2] Harvard Mit Div Hlth Sci & Technol, Childrens Hosp Informat Program, Boston, MA USA
[3] Univ Rochester, Ctr Pediat Biomed Res, Rochester, NY 14642 USA
[4] Brigham & Womens Hosp, Channing Lab, Boston, MA 02115 USA
[5] Childrens Mercy Hosp & Clin, Dept Pediat, Div Clin Pharmacol & Med Toxicol, Kansas City, KS USA
基金
美国国家卫生研究院;
关键词
microarrays; surfactant; principal component analysis; BRANCHING MORPHOGENESIS; CRITICAL WINDOWS; MOUSE LUNG; EXPOSURE; IDENTIFY; MECHANISMS; MATURATION; ORIGINS;
D O I
10.1164/rccm.200907-1063OC
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Rationale: Current understanding of the molecular regulation of lung development is limited and derives mostly from animal studies. Objectives: To define global patterns of gene expression during human lung development. Methods: Genome-wide expression profiling was used to measure the developing lung transcriptome in RNA samples derived from 38 normal human lung tissues at 53 to 154 days post conception. Principal component analysis was used to characterize global expression variation and to identify genes and bioontologic attributes contributing to these variations. Individual gene expression patterns were verified by quantitative reverse transcriptase-polymerase chain reaction analysis. Measurements and Main Results: Gene expression analysis identified attributes not previously associated with lung development, such as chemokine-immunologic processes. Lung characteristics attributes (e.g., surfactant function) were observed at an earlier-than-anticipated age. We defined a 3,223 gene developing lung characteristic subtranscriptome capable of describing a majority of the process. In gene expression space, the samples formed a time-contiguous trajectory with transition points correlating with histological stages and suggesting the existence of novel molecular substages. Induction of surfactant gene expression characterized a pseudoglandular "molecular phase" transition. Individual gene expression patterns were independently validated. We predicted the age of independent human lung transcriptome profiles with a median absolute error of 5 days, supporting the validity of the data and modeling approach. Conclusions: This study extends our knowledge of key gene expression patterns and bioontologic attributes underlying early human lung developmental processes. The data also suggest the existence of molecular phases of lung development.
引用
收藏
页码:54 / 63
页数:10
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