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I would like to understand the meaning of the term motif as used in molecular biology.

In an article in Nature Biotechnology, Patrik D’haeseleer states:

Sequence motifs are short, recurring patterns in DNA that are presumed to have a biological function. Often they indicate sequence-specific binding sites for proteins such as nucleases and transcription factors (TF).

Does this mean that in the DNA sequence of a gene there are recurring patterns/subsequences of DNA which are presumed to have a biological function? If so, can such motifs be found simply by using a software that detects recurrent substring in a string?

In relation to the biological function of such motifs, I would like clarification of this extract from a paper by Williams et al.:

P. furiosus ORF PF1193 displayed up to 12-fold increase in mRNA level at 20 min following irradiation (Table S1). PF1193 contains a ferritin-like di-iron motif found in ferritin- and Dps-like proteins and bacterioferritins and was found to belong to a new subclass of ferritin-like di-iron carboxylate superfamily (Ramsay et al. 2006; Tatur et al. 2005).

By “motif”, do the authors mean that the gene PF1193 has a subsequence which is found many times in the DNA sequence of the gene that encodes ferritin- and Dps-like proteins, and that this may indicate that they (genes and the related proteins encoded) have similar characteristics/properties?

How does this relate to the sentence in the extract from the Nature Biotechnology paper?

Often they indicate sequence-specific binding sites for proteins such as nucleases and transcription factors (TF).

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  • $\begingroup$ They certainly mean a not too bad alignment, you should blast (the AA of) your protein or some parts of it to see how good it is. $\endgroup$
    – reuns
    Jul 26 at 20:37
  • $\begingroup$ In the excerpt from your linked paper, "motif" is referring to a protein sequence pattern as opposed to a DNA sequence pattern. $\endgroup$
    – acvill
    Jul 26 at 21:08
  • $\begingroup$ @reuns does AA stand for Amino Acids? I have "Blasted" the protein and I have found some similarities with the Ferritin-like protein of Pleurocapsa (and other DNA protection protein of other bacteria). Then I aligned the DNA sequence of the PF1193 gene and the DNA sequence of the gene that encodes Ferritin-like protein of Pleurocapsa and found similarities also there... $\endgroup$
    – Manuela
    Jul 27 at 8:09
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    $\begingroup$ I have edited your question so that it conforms to English scientific style. I have changed biology to molecular biology as ornithologists would understand something quite different by motif. I simplified the very last part because I could not understand what you were trying to say. You will see how the question is now more compact and readable. Please note that in referring to published papers, the statements therein should be attributed to the authors and not to the journal. Only attribute opinions to journals when they appear in editorials. $\endgroup$
    – David
    Jul 27 at 10:32
  • $\begingroup$ @David thank you . $\endgroup$
    – Manuela
    Jul 27 at 10:38
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Meaning of Motif in Molecular Biology

In English the word, motif (borrowed from the French), has a variety of meanings in different areas. The one that is borrowed in molecular biology is that of pattern together with a hint, perhaps, of emblem or badge.

The word pattern indicates both repetition and a master mould from which copies are made. In molecular biology this indicates that this is not unique, it occurs repeatedly. The word emblem suggests a means of identifying the group to which something belongs. In molecular biology it is associated with a shared function for members of the group.

Types of Motif in Molecular Biology

Here the word motif is applied mainly to the three related macromolecules, DNA, RNA and protein. All of these are linear chains of restricted varieties of defined components (four nucleotides, 20 amino acids) arranged in defined ways which we refer to the sequence of the macromolecule. Within the overall sequence there can be sub-sequences, which, if they repeat represent patterns, and which may have functional significance. We refer to such patterns as:

  • DNA sequence motifs
  • RNA sequence motifs
  • Protein (or amino acid)sequence motifs

The first of these is what D’haeseleer is referring to. It should be noted that these sequence motifs can be absolute, or consist of consensus sequences, such as the one for the ROX 1-binding site in the article cited:
Consensus sequence of ROX binding site
However the nucleotides or amino acids are not the only components of macromolecules the arrangement of which can produce a pattern. Motifs in molecular biology can be composed of structural components. This is expressed in the following definition of protein motif:

Protein motifs are small regions of protein three-dimensional structure or amino acid sequence shared among different proteins. They are recognizable regions of protein structure that may (or may not) be defined by a unique chemical or biological function.

And a similar definition that considers only structural motifs in proteins adds: “An example… is a helix-turn-helix motif.” This is a motif in certain proteins that bind DNA.

Identifying Sequence Motifs by Computer

The limit of the approach suggested is that statistically one would expect any small sequence pattern to recur in DNA, and the problem is how to tell which recurring patterns have biological significance. It should be realized that is not the sequence motif alone that makes it functional, but the context in which it is found. Thus, a TATA box or other DNA motifs that act as binding sites for transcription factors were discovered (and are differentiated from other random or non-functional occurrences in the genome) by their proximity to the positions where transcription is initiated. Their function was confirmed experimentally, e.g. by binding RNA polymerase to the DNA. (This, I hope, answers the last query about the function of motifs as protein-binding sites.)

So, in general, no. Although I admit that I have personally use computational approaches to discover new small hydrogen-bonded protein motifs (a somewhat specialized area).

The ferritin-like di-iron motif

This is not a DNA sequence motif. It is not even a protein sequence motif, but a structural protein motif. The definition can be found on InterPro:

This entry represents a group of proteins, containing ferritin-like domain, which is an about 145-residue domain made of a four-helix bundle surrounding a non-heme, non-sulphur, oxo-bridged diiron site. The diiron site is contained within a twisted, left-handed four- helix-bundle constituted of two anti-parallel helix pairs connected through a left-handed crossover connection.

It is shown here with the helices coloured yellow and the iron atoms red spheres:

The ferritin-like di-iron motif

[From deMare et al. (1996)]

Footnotes

  1. The helix–turn–helix is also referred to as a domain. The distinction between motif and domain is one of size (note the small in the definition of protein motif). However InterPro does refer to the ferritin-like di-iron pattern as a motif, so this can be regarded as acceptable usage.

  2. One might argue that as the sequence and structure of proteins are specified in the DNA, the motif should also be in the DNA. This is a fallacy. The information is there, but in a cryptic form. The redundancy of the genetic code means that protein sequences are far more conserved than the corresponding DNA sequences, and the three-dimensional structural patterns are not evident from inspecting amino acid sequences.

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  • $\begingroup$ Thank you very much @David . The situation is more complicated than I thought. But are there some softwares that discover motifs ? Like if I give as input the DNA sequence of the gene and gives me them... I read about "SSR" locator in this forum biology.stackexchange.com/questions/38913/… $\endgroup$
    – Manuela
    Jul 27 at 13:02
  • $\begingroup$ Some software that has implemented the biological context that you need and the experimental evidences (so that it is a sort of "database" of motifs). $\endgroup$
    – Manuela
    Jul 27 at 13:19
  • $\begingroup$ Finally, Just to definitely clarify this important point: when you say The word emblem suggests a means of identifying the group to which something belongs. In molecular biology it is associated with a shared function for members of the group. Does it mean that if two genes have in common DNA sequence motif, they share the biological function relative to this motif ? $\endgroup$
    – Manuela
    Jul 27 at 13:43
  • $\begingroup$ @Manuella DNA sequence motifs generally relate to recognition by proteins — for binding and perhaps cleavage or chemical modification. We don’t generally talk about the function of the biological function of a DNA motif, and, as I tried to imply, such motifs may be necessary, but not sufficient to initiate transcription. This topic is covered in many reviews of transcription, some of which, no doubt, will have tables of motifs. $\endgroup$
    – David
    Jul 27 at 13:56
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    $\begingroup$ One point that I did not emphasize in my answer (which I may include in a later revision) — most DNA sequence motifs fall outside the region of a gene that specifies the amino acid sequence. So if two genes have such a motif in common it implies some sort of similarity in the control of their expression rather than their protein products. I am not a transcription expert, but for example many genes are transcribed in response to interferon and these share motifs — interferon sensitive response elements. However the genes encode many different types of proteins that are needed to fight viruses. $\endgroup$
    – David
    Jul 27 at 15:57
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Re:

When they say "motif", do they mean that the gene PF1193 has a subsequence which is found many times in the DNA sequence of the gene that encodes ferritin- and Dps-like proteins ? And this may involve that they have similar characteristics/properties ?

Yes, although motif sequences may not be exactly identical, as what really matters is the 3-dimensional structure produced and thus its function (whether binding, enzymatic, or whatever). You can think of them as recognizable functional units, often but not always self-sufficient. For example, a promoter sequence in DNA would be considered a motif, as would be a zinc finger in a protein, as would be a poly-A tail on an mRNA.

A problem in using motif sequences to identify genes of related function is that during evolution, sequences may have changed even as 3-D structure (and function) remain similar. Here's a paper working on that problem from about a decade ago:

J Biol Chem. 2012 Jun 8; 287(24): 20565–20575. Published online 2012 Apr 25. doi: 10.1074/jbc.M112.367458 PMCID: PMC3370241 PMID: 22535960 "Use of Structural Phylogenetic Networks for Classification of the Ferritin-like Superfamily"

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  • $\begingroup$ Blast the protein and see if the 1st results are ferritin-like! $\endgroup$
    – reuns
    Jul 27 at 0:01
  • $\begingroup$ Thank you @Armand ! Yes I also read in ncbi that motifs are used as base of proteins classification. But so, since you have confirmed what I wrote (the extract that you reported) at least conceptually , as rough estimate can I find motifs with a Python code that finds recurrent substrings in a string ? (where the string is the DNA sequence of the gene) $\endgroup$
    – Manuela
    Jul 27 at 8:18
  • $\begingroup$ This answer is incorrect regarding the ferritin-like di-iron motif cited in the question. This is a protein structure motif, not a DNA motif. Identification of gene families from DNA sequences is, of course, important, but it is done on the basis of overall sequence similarity, not usually on the basis of particular motifs, and I don't think this is what the poster was asking about in terms of computer analysis. I interpret her question as using computers to discover motifs, rather than identify them in DNA sequences. $\endgroup$
    – David
    Jul 27 at 11:55
  • $\begingroup$ @David actually I was particularly interested in identifying motifs in DNA sequences... but yes the answer was lacking of some things . $\endgroup$
    – Manuela
    Jul 27 at 13:32

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