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An in-depth exploration of the roles of proteins, dna, and rna in gene expression. It delves into the structure and function of these cellular molecules, the process of transcription and translation, and the regulation of gene expression. The document also discusses the differences between prokaryotic and eukaryotic gene structure and genome organization, and the importance of computer science and mathematics in analyzing sequence data.
Typology: Lecture notes
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We begin with a review of the basic molecules responsible for the functioning of all organisms’ cells. Much of the material here comes from the introductory textbooks by Drlica [4], Lewin [7], and Watson et al. [10]. Good short primers have been written by Hunter [6] and Br¯azma et al. [2].
What sorts of molecules perform the required functions of the cells of organisms? Cells have a basic tension in the roles they need those molecules to fulfill:
We will see that proteins provide the three-dimensional diversity required by the first role, and DNA provides the one-dimensional information storage required by the second. Another cellular molecule, RNA, is an intermediary between DNA and proteins, and plays some of each of these two roles.
Proteins have a variety of roles that they must fulfill:
This variety of roles is accomplished by the variety of proteins, which collectively can assume a variety of three- dimensional shapes.
A protein’s three-dimensional shape, in turn, is determined by the particular one-dimensional composition of the protein. Each protein is a linear sequence made of smaller constituent molecules called amino acids. The constituent amino acids are joined by a “backbone” composed of a regularly repeating sequence of bonds. (See [7, Figure 1.4].) There is an asymmetric orientation to this backbone imposed by its chemical structure: one end is called the N-terminus and the other end the C-terminus. This orientation imposes directionality on the amino acid sequence.
There are 20 different types of amino acids. The three-dimensional shape the protein assumes is determined by the specific linear sequence of amino acids from N-terminus to C-terminus. Different sequences of amino acids fold into different three-dimensional shapes. (See, for example, [1, Figure 1.1].)
Protein size is usually measured in terms of the number of amino acids that comprise it. Proteins can range from fewer than 20 to more than 5000 amino acids in length, although an average protein is about 350 amino acids in length.
Each protein that an organism can produce is encoded in a piece of the DNA called a “gene” (see Section 6). To give an idea of the variety of proteins one organism can produce, the single-celled bacterium E. coli has about 4300 different genes. Humans are believed to have about 25,000 different genes (the exact number as yet unresolved), so a human has only about 6 times as many genes as E. coli. The number of proteins that can be produced by humans greatly exceeds the number of genes, however, because a substantial fraction of the human genes can each produce many different proteins through a process called “alternative splicing”.
Each of the 20 amino acids consists of two parts:
Although each of the 20 different amino acids has unique properties, they can be classified into four categories based upon their major chemical properties. Below are the names of the amino acids, their 3 letter abbreviations, and their standard one letter symbols.
Arginine Arg R Histidine His H Lysine Lys K
Aspartic acid Asp D Glutamic acid Glu E
Why is DNA double-stranded? This is due to base pair complementarity. If specific bases of one strand are aligned with specific bases on the other strand, the aligned bases can hybridize via hydrogen bonds, weak attractive forces between hydrogen and either nitrogen or oxygen. The specific complementary pairs are
Two hydrogen bonds form between A and T, whereas three form between C and G. (See [4, Figure 3-5].) This makes C-G bonds stronger than A-T bonds.
If two DNA strands consist of complementary bases, under “normal” cellular conditions they will hybridize and form a stable double helix. However, the two strands will only hybridize if they are in “antiparallel configuration”. This means that the sequence of one strand, when read from the 5 ′^ end to the 3 ′^ end, must be complementary, base for base, to the sequence of the other strand read from 3 ′^ to 5 ′. (See [4, Figure 3-4(b) and 3-3].)
An E. coli bacterium contains one circular, double-stranded molecule of DNA consisting of approximately 5 million nucleotides. Often the length of double-stranded DNA is expressed in the units of basepairs (bp), kilobasepairs (Kb), or megabasepairs (Mb), so that this size could be expressed equivalently as 5 × 106 bp, 5000 Kb, or 5 Mb.
Each human cell contains 23 pairs of chromosomes, each of which is a long, double-stranded DNA molecule. Collectively, the 23 distinct chromosomes in one human cell consist of approximately 3 × 109 bp of DNA. Note that a human has about 1000 times more DNA than E. coli does, yet only about 10 times as many genes. (See Section 1.) The reason for this will be explained shortly.
3 RNA
Chemically, RNA is very similar to DNA. There are two main differences:
RNA has two properties important for our purposes. First, it tends to be single-stranded in its “normal” cellular state. Second, because RNA (like DNA) has base-pairing capability, it often forms intramolecular hydrogen bonds, partially hybridizing to itself. Because of this, RNA, like proteins, can fold into complex three-dimensional shapes. (For an example, see http://www.ibc.wustl.edu/˜zuker/rna/hammerhead.html.)
RNA has some of the properties of both DNA and proteins. It has the same information storage capability as DNA due to its sequence of nucleotides. But its ability to form three-dimensional structures allows it to have enzymatic properties like those of proteins. Because of this dual functionality of RNA, it has been conjectured that life may have originated from RNA alone, DNA and proteins having evolved later.
4 Residues
The term residue refers to either a single base constituent from a nucleotide sequence, or a single amino acid con- stituent from a protein. This is a useful term when one wants to speak collectively about these two types of biological sequences.
5 DNA Replication
What is the purpose of double-strandedness in DNA? One answer is that this redundancy of information is key to how the one-dimensional instructions of the cell are passed on to its descendant cells. During the cell cycle, the DNA double strand is split into its two separate strands. As it is split, each individual strand is used as a template to synthesize its complementary strand, to which it hybridizes. (See [4, Figure 5-2 and 5-1].) The result is two exact copies of the original double-stranded DNA.
In more detail, an enzymatic protein called DNA polymerase splits the DNA double strand and synthesizes the complementary strand of DNA. It synthesizes this complementary strand by adding free nucleotides available in the cell onto the 3 ′^ end of the new strand being synthesized [4, Figure 5-3]. The DNA polymerase will only add a nucleotide if it is complementary to the opposing base on the template strand. Because the DNA polymerase can only add new nucleotides to the 3 ′^ end of a DNA strand (i.e., it can only synthesize DNA in the 5 ′^ to 3 ′^ direction), the actual mechanism of copying both strands is somewhat more complicated. One strand can be synthesized continuously in the 5 ′^ to 3 ′^ direction. The other strand must be synthesized in short 5 ′-to- 3 ′^ fragments. Another enzymatic protein, DNA ligase, glues these synthesized fragments together into a single long DNA molecule. (See [4, Figure 5-4].)
6 Synthesis of RNA and Proteins
The one-dimensional storage of DNA contains the information needed by the cell to produce all its RNA and proteins. In this section, we describe how the information is encoded, and how these molecules are synthesized.
Proteins are synthesized in a two-step process. First, an RNA “copy” of a portion of the DNA is synthesized in a process called transcription, described in Section 6.1. Second, this RNA sequence is read and interpreted to synthesize a protein in a process called translation, described in Section 6.2. Together, these two steps are called gene expression.
A gene is a sequence of DNA that encodes a protein or an RNA molecule. Gene structure and the exact expression process are somewhat dependent on the organism in question. The prokaryotes, which consist of the bacteria and the archaea, are single-celled organisms lacking nuclei. Because prokaryotes have the simplest gene structure and gene expression process, we will start with them. The eukaryotes, which include plants and animals, have a somewhat more complex gene structure that we will discuss after.
How do prokaryotes synthesize RNA from DNA? This process, called transcription, is similar to the way DNA is replicated (Section 5). An enzyme called RNA polymerase, copies one strand of the DNA gene into a messenger RNA (mRNA), sometimes called the transcript. The RNA polymerase temporarily splits the double-stranded DNA, and uses one strand as a template to build the complementary strand of RNA. (See [4, Figure 4-1].) It incorporates U opposite A, A opposite T, G opposite C, and C opposite G. The RNA polymerase begins this transcription at a short DNA pattern it recognizes called the transcription start site. When the polymerase reaches another DNA sequence called the transcription stop site, signalling the end of the gene, it drops off.
translation start site. The start codon is most often 5 ′-AUG- 3 ′, and the corresponding anticodon is 5 ′-CAU- 3 ′. (Less often, the start codon is 5 ′-GUG- 3 ′or 5 ′-UUG- 3 ′.) The ribosome now brings together this start codon on the mRNA and its exposed anticodon on the corresponding tRNA, which hybridize to each other. (See [4, Figure 4-4].) The tRNA brings with it the encoded amino acid; in the case of the usual start codon 5 ′-AUG- 3 ′, this is methionine.
Having incorporated the first amino acid of the synthesized protein, the ribosome shifts the mRNA three bases to the next codon. A second tRNA complexed with its specific amino acid hybridizes to the second codon via its anticodon, and the ribosome bonds this second amino acid to the first. At this point the ribosome releases the first tRNA, moves on to the third codon, and repeats. (See [4, Figure 4-5].) This process continues until the ribosome detects one of the STOP codons, at which point it releases the mRNA and the completed protein.
7 Prokaryotic Gene Structure
Recall from Section 6 that a gene is a relatively short sequence of DNA that encodes a protein or RNA molecule. In this section we restrict our attention to protein-coding genes in prokaryotes.
The portion of the gene containing the codons that ultimately will be translated into the protein is called the coding region, or open reading frame. The transcription start site (see Section 6.1) is somewhat upstream from the start codon, where “upstream” means “in the 5 ′^ direction”. Similarly, the transcription stop site is somewhat downstream from the stop codon, where “downstream” means “in the 3 ′^ direction”. That is, the mRNA transcript contains sequence at both its ends that has been transcribed, but will not be translated. The sequence between the transcription start site and the start codon is called the 5 ′^ untranslated region. The sequence between the stop codon and the transcription stop site is called the 3 ′^ untranslated region.
Upstream from the transcription start site is a relatively short sequence of DNA called the regulatory region or promoter region. It contains regulatory elements, which are specific DNA sites where certain regulatory proteins bind and regulate expression of the gene. These proteins are called transcription factors, since they regulate the transcription process. A common way in which transcription factors regulate expression is to bind to the DNA at a promoter and from there affect the ability (either positively or negatively) of RNA polymerase to perform its task of transcription. (There is also the analogous possibility of translational regulation, in which regulatory factors bind to the mRNA and affect the ability of the ribosome to perform its task of translation.)
8 Prokaryotic Genome Organization
The genome of an organism is the entire complement of DNA in any of its cells. In prokaryotes, the genome typically consists of a single chromosome of double-stranded DNA, and it is often circularized (its 5 ′^ and 3 ′^ ends attached) as opposed to being linear. A typical prokaryotic genome size would be in the millions of base pairs.
Typically 85% of the prokaryotic genome consists of protein-coding regions. For instance, the E. coli genome has size about 5 Mb and approximately 4300 coding regions, each of average length around 1000 bp. The genes are relatively densely and uniformly distributed throughout the genome.
9 Eukaryotic Gene Structure
An important difference between prokaryotic and eukaryotic genes is that the latter may contain “introns”. In more detail, the transcribed sequence of a general eukaryotic gene is an alternation between DNA sequences called exons and introns, where the introns are sequences that ultimately will be spliced out of the mRNA before it leaves the nucleus. Transcription in the nucleus produces an RNA molecule called pre-mRNA, produced as described in Section 6.1, that contains both the exons and introns. The introns are spliced out of the pre-mRNA by structures called spliceosomes to produce the mature mRNA that will be transported out of the nucleus for translation. A eukaryotic
gene may contain numerous introns, and each intron may be many kilobases in size. One fact that is relevant to our computational gene prediction is that the presence of introns makes it much more difficult to identify the locations of genes computationally, given the genome sequence.
Another important difference between prokaryotic and higher eukaryotic genes is that, in the latter, there can be multiple regulatory regions that can be quite far from the coding region, can be either upstream or downstream from it, and can even be in the introns.
10 Eukaryotic Genome Organization
Unlike prokaryotic genomes, many eukaryotic genomes consist of multiple linear chromosomes as opposed to single circular chromosomes. Depending on how simple the eukaryote is, very little of the genome may be coding sequence. In humans, approximately 1.5% of the genome is believed to be protein-coding sequence, and the genes are distributed quite nonuniformly over the genome.
11 Goals and Status of Genome Projects
Molecular biology has the following two broad goals:
Traditionally, molecular biologists have tackled these two goals simultaneously in selected small systems within selected model organisms. The genome projects today differ by focusing primarily on the first goal, but for all the systems of a given model organism. They do this by sequencing the genome, which means determining the entire DNA sequence of the organism. They then perform a computational analysis on the genome sequence to identify (most of) the genes. Having done this, (many of) the proteins of the organism will have been identified.
With recent advances in sequencing technology, the genome projects have progressed very rapidly over the past five years. The first free-living organism to be completely sequenced was the bacterium H. influenzae in 1995 [5], with a genome of size 1.8 Mb. At the time of this writing, over 950 bacterial, 68 archaeal, and approximately 45 vertebrate genomes have been sequenced, plus numerous plants, insects, fungi, etc. (See http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=Genome for a current listing of sequenced genomes.)
The human genome was sequenced around 2001 [3, 9]. Although every human is a unique individual, the genome sequences of any two humans are about 99.9% identical, so that it makes some sense to talk about sequencing the human genome, which will really be an amalgamation of a small collection of individuals. Once that is done, one of the interesting challenges is to identify the common polymorphisms, which are genomic variations that occur in a nonnegligible fraction of the population.
12 Sequence Analysis
Once a genome is completely sequenced, what sorts of analyses are performed on it? Some of the goals of sequence analysis are the following: