The
genome of an organism contains anywhere from a few hundred to thousands of different genes, all encoding a singular product or more. For numerous reasons, including organizational maintenance, energy conservation, and generating
phenotypic variance, it is important that genes are only expressed when they are needed. The most efficient way for an organism to
regulate gene expression is at the transcriptional level. CREs function to control transcription by acting nearby or within a gene. The most well characterized types of CREs are
enhancers and
promoters. Both of these sequence elements are structural regions of DNA that serve as
transcriptional regulators.
Cis-regulatory modules are one of several types of functional
regulatory elements. Regulatory elements are binding sites for transcription factors, which are involved in gene regulation. However, this definition has changed to define
cis-regulatory modules as a DNA sequence with transcription factor binding sites which are clustered into modular structures, including -but not limited to- locus control regions, promoters, enhancers, silencers, boundary control elements and other modulators.
Cis-regulatory modules can be divided into three classes;
enhancers, which regulate gene expression positively;
insulators, which work indirectly by interacting with other nearby
cis-regulatory modules; and
silencers that turn off expression of genes. The design of
cis-regulatory modules is such that
transcription factors and
epigenetic modifications serve as inputs, and the output of the module is the command given to the transcription machinery, which in turn determines the rate of gene transcription or whether it is
turned on or
off. There are two types of transcription factor inputs: those that determine when the target gene is to be expressed and those that serve as functional
drivers, which come into play only during specific situations during development. These inputs can come from different time points, can represent different signal ligands, or can come from different domains or lineages of cells. However, a lot still remains unknown. Additionally, the regulation of chromatin structure and nuclear organization also play a role in determining and controlling the function of cis-regulatory modules. Thus gene-regulation functions (GRF) provide a unique characteristic of a cis-regulatory module (CRM), relating the concentrations of transcription factors (input) to the promoter activities (output). The challenge is to predict GRFs. This challenge still remains unsolved. In general, gene-regulation functions do not use
Boolean logic, although in some cases the approximation of Boolean logic is still very useful.
The Boolean logic assumption Within the assumption of Boolean logic, principles guiding the operation of these modules includes the design of the module which determines the regulatory function. In relation to development, these modules can generate both positive and negative outputs. The output of each module is a product of the various operations performed on it. Common operations include the
OR gate – this design indicates that an output will be given when either input is given [3], and the
AND gate – in this design two different regulatory factors are necessary to make sure that a positive output results. "Toggle Switches" – this design occurs when the signal ligand is absent while the transcription factor is present; this transcription factor ends up acting as a dominant repressor. However, once the signal ligand is present the transcription factor's role as repressor is eliminated and transcription can occur. Other Boolean logic operations can occur as well, such as sequence specific transcriptional repressors, which when they bind to the
cis-regulatory module lead to an output of zero. Additionally, besides influence from the different logic operations, the output of a "cis"-regulatory module will also be influenced by prior events. 4)
Cis-regulatory modules must interact with other regulatory elements. For the most part, even with the presence of functional overlap between
cis-regulatory modules of a gene, the modules' inputs and outputs tend to not be the same. While the assumption of Boolean logic is important for
systems biology, detailed studies show that in general the logic of gene regulation is not Boolean. This means, for example, that in the case of a
cis-regulatory module regulated by two transcription factors, experimentally determined gene-regulation functions can not be described by the 16 possible Boolean functions of two variables. Non-Boolean extensions of the gene-regulatory logic have been proposed to correct for this issue. ==Classification==