Microbiology and Immunology

(Axel Boer) #1
WORLD OF MICROBIOLOGY AND IMMUNOLOGY Bioinformatics and computational biology

69


BIOINFORMATICS AND COMPUTATIONAL

BIOLOGYBioinformatics and computational biology

Bioinformatics, or computational biology, refers to the devel-
opment of new database methods to store genomic informa-
tion, computational software programs, and methods to
extract, process, and evaluate this information; it also refers to
the refinement of existing techniques to acquire the genomic
data. Finding genes and determining their function, predicting
the structure of proteins and RNAsequences from the avail-
able DNAsequence, and determining the evolutionary rela-
tionship of proteins and DNA sequences are also part of
bioinformatics.
The genome sequences of some bacteria, yeast, a nem-
atode, the fruit fly Drosophilaand several plants have been
obtained during the past decade, with many more sequences
nearing completion. During the year 2000, the sequencing of
the human genome was completed. In addition to this accu-
mulation of nucleotide sequence data, elucidation of the
three-dimensional structure of proteins coded for by the
genes has been accelerating. The result is a vast ever-increas-
ing amount of databases and genetic information The effi-
cient and productive use of this information requires the
specialized computational techniques and software.
Bioinformatics has developed and grown from the need to

extract and analyze the reams of information pertaining to
genomic information like nucleotide sequences and protein
structure.
Bioinformatics utilizes statistical analysis, stepwise
computational analysis and database management tools in
order to search databases of DNA or protein sequences to fil-
ter out background from useful data and enable comparison of
data from diverse databases. This sort of analysis is on-going.
The exploding number of databases, and the various experi-
mental methods used to acquire the data, can make compar-
isons tedious to achieve. However, the benefits can be
enormous. The immense size and network of biological data-
bases provides a resource to answer biological questions about
mapping, gene expression patterns, molecular modeling,
molecular evolution, and to assist in the structural-based
design of therapeutic drugs.
Obtaining information is a multi-step process.
Databases are examined, or browsed, by posing complex com-
putational questions. Researchers who have derived a DNA or
protein sequence can submit the sequence to public reposito-
ries of such information to see if there is a match or similarity
with their sequence. If so, further analysis may reveal a puta-
tive structure for the protein coded for by the sequence as well
as a putative function for that protein. Four primary databases,
those containing one type of information (only DNA sequence

Under the proper conditions, physical phenomena such as lightning are capable of providing the energy needed for atoms and molecules to
assemble into the fundamental building blocks of life.

womi_B 5/6/03 1:09 PM Page 69

Free download pdf