Department for Hematopoietic Stemcell Biology, Lund Stem Cell Center, BMCB12, 22184 Lund, Sweden.
BMC Genomics. 2010 Feb 12;11:108. doi: 10.1186/1471-2164-11-108.
The use of functional genomics has largely increased our understanding of cell biology and promises to help the development of systems biology needed to understand the complex order of events that regulates cellular differentiation in vivo. One model system clearly dependent on the integration of extra and intra cellular signals is the development of B-lymphocytes from hematopoietic stem cells in the bone marrow. This developmental pathway involves several defined differentiation stages associated with specific expression of genes including surface markers that can be used for the prospective isolation of the progenitor cells directly from the bone marrow to allow for ex vivo gene expression analysis. The developmental process can be simulated in vitro making it possible to dissect information about cell/cell communication as well as to address the relevance of communication pathways in a rather direct manner. Thus we believe that B-lymphocyte development represents a useful model system to take the first steps towards systems biology investigations in the bone marrow.
In order to identify extra cellular signals that promote B lymphocyte development we created a database with approximately 400 receptor ligand pairs and software matching gene expression data from two cell populations to obtain information about possible communication pathways. Using this database and gene expression data from NIH3T3 cells (unable to support B cell development), OP-9 cells (strongly supportive of B cell development), pro-B and pre-B cells as well as mature peripheral B-lineage cells, we were able to identify a set of potential stage and stromal cell restricted communication pathways. Functional analysis of some of these potential ways of communication allowed us to identify BMP-4 as a potent stimulator of B-cell development in vitro. Further, the analysis suggested that there existed possibilities for progenitor B cells to send signals to the stroma. The functional consequences of this were investigated by co-culture experiments revealing that the co-incubation of stromal cells with B cell progenitors altered both the morphology and the gene expression pattern in the stromal cells.
We believe that this gene expression data analysis method allows for the identification of functionally relevant interactions and therefore could be applied to other data sets to unravel novel communication pathways.
功能基因组学的应用大大提高了我们对细胞生物学的理解,并有望帮助开发系统生物学,以理解调节体内细胞分化的复杂事件顺序。一个明显依赖于内外细胞信号整合的模型系统是骨髓中的造血干细胞向 B 淋巴细胞的发育。这个发育途径涉及到几个定义明确的分化阶段,与特定基因的表达相关,包括可以用于从骨髓中直接分离祖细胞的表面标记物,从而允许进行体外基因表达分析。这个发育过程可以在体外模拟,从而有可能解析细胞/细胞通讯的信息,以及以相当直接的方式解决通讯途径的相关性。因此,我们认为 B 淋巴细胞发育是一个有用的模型系统,可以为骨髓中的系统生物学研究迈出第一步。
为了鉴定促进 B 淋巴细胞发育的细胞外信号,我们创建了一个大约包含 400 个受体配体对的数据库和软件,用于匹配两个细胞群体的基因表达数据,以获取关于可能的通讯途径的信息。使用这个数据库和来自 NIH3T3 细胞(不能支持 B 细胞发育)、OP-9 细胞(强烈支持 B 细胞发育)、前 B 细胞和成熟外周 B 细胞系的基因表达数据,我们能够鉴定出一组潜在的阶段和基质细胞限制的通讯途径。对这些潜在通讯途径中的一些进行功能分析,使我们能够鉴定出 BMP-4 是体外 B 细胞发育的有效刺激物。此外,分析表明,祖 B 细胞向基质发送信号的可能性是存在的。通过共培养实验研究了这种功能的后果,揭示了基质细胞与 B 细胞祖细胞共孵育改变了基质细胞的形态和基因表达模式。
我们相信,这种基因表达数据分析方法可以鉴定出功能相关的相互作用,因此可以应用于其他数据集,以揭示新的通讯途径。