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Dr. Sudha Kumari
Assistant Professor
Department of Veterinary Microbiology
Bihar Animal Sciences University, Patna
What is Bioinformatics?
Bioinformatics is the application of computer technology to
get the information that's stored in certain types of biological
data.
Bioinformatics provides central, globally accessible databases
that enable scientists to submit, search and analyze
information.
What is Bioinformatics?
❖ It is an interdisciplinary field that develops methods and
software tools for
❖ Under standing biological data. As an interdisciplinary field
of science, bioinformatics
❖ Combines computer science, statistics, mathematics and
engineering to analyze and
Interpret biological data.
Bioinformatics
is the field of
science in
which biology,
computer
science and
informatic
technology
merge to form
a single
discipline
History of bioinformatics
❖ Paulien Hogeweg and Ben Hesper coined it in 1970 to refer
to the study of information processes in biotic systems.
❖ The term bioinformatics was first introduced in 1990s.
Originally, it dealt with the management and analysis of the
data pertaining to DNA, RNA and protein sequences.
❖ As the biological data is being produced at an
unprecedented rate, its management and interpretation
invariably requires bioinformatics.
Why Bioinformatics is necessary
❖ The need for bioinformatics has arisen from the resent
explosion of publically available genomic informatics, such
as resulting from the human genome project.
❖ Gain a better under standing of gene analysis, taxonomy
and evolution.
❖ To work efficiently on the rational drug designs and reduce
the time taken for the development of drug manually.
Goal of bioinformatics
❖ Extension of experimental data by predictions.
❖ To uncover the wealth of Biological information hidden in
the mass of sequence, structure, literature and biological
data
❖ It is being used now and in the foreseeable future in the
areas of molecular medicine.
It has environmental benefits in identifying waste and clean
up bacteria.
❖ In agriculture, it can be used to produce high yield, low
maintenance crops.
Where bioinformatics helps
In experimental molecular biology
In genetics and genomics
In generating biological data
Understanding biological pathway and network s in
system biology
Evolutionary aspect of evolution
In simulation and modeling of DNA, RNA and protein.
It offers analysis software for data studies and
comparisons and provides tools for modelling, visualising,
exploring and interpreting data.Main goal is to convert
multitude of complex data into useful information and
knowledge.
Bioinformatics has been used for in silico analyses of
biological queries using mathematical and statistical
techniques.
bioinformatics also tries to understand the organisational
principles within nucleic acid and protein sequences,
called proteomics.
Relation to other fields
Bioinformatics is a science field that is similar to but distinct
from biological computation, while it is often considered
synonymous to computational biology.
Biological computation uses bioengineering and biology to
build biological computers, whereas bioinformatics uses
computation to better understand biology.
Bioinformatics and computational biology involve the
analysis of biological data, particularly DNA, RNA, and
protein sequences.
The field of bioinformatics experienced explosive growth
starting in the mid-1990s, driven largely by the Human
Genome Project and by rapid advances in DNA sequencing
technology.
Analyzing biological data to produce meaningful information
involves writing and running software programs that use
algorithms from graph theory, artificial intelligence, soft
computing, data mining, image processing, and computer
simulation.
The algorithms in turn depend on theoretical foundations
such as discrete mathematics, control theory, system theory,
information theory, and statistics.
Structural bioinformatics
Structural
bioinformatics and
Protein structure
prediction
See also: Structural
motif and Structural
domain
Protein structure prediction is another important application
of bioinformatics.
The amino acid sequence of a protein, the so-called primary
structure, can be easily determined from the sequence on the
gene that codes for it.
In the vast majority of cases, this primary structure uniquely
determines a structure in its native environment. (Of course,
there are exceptions, such as the bovine spongiform
encephalopathy (mad cow disease) prion.)
Knowledge of this structure is vital in understanding the
function of the protein. Structural information is usually
classified as one of secondary, tertiary and quaternary
structure.
A viable general solution to such predictions remains an open
problem.
Most efforts have so far been directed towards heuristics that
work most of the time.
Bioinformatics workflow management systems
A bioinformatics workflow management system is a
specialized form of a workflow management system designed
specifically to compose and execute a series of computational
or data manipulation steps, or a workflow, in a Bioinformatics
application
Such systems are designed to
❖ provide an easy-to-use environment for individual
application scientists themselves to create their own
workflows,
❖ provide interactive tools for the scientists enabling them
to execute their workflows and view their results in real-
time,
❖ simplify the process of sharing and reusing workflows
between the scientists, and
❖ enable scientists to track the provenance of the workflow
execution results and the workflow creation steps.
Some of the platforms giving this service: Galaxy, Kepler,
Taverna, UGENE, Anduril,
THANK YOU

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What_is_Bioinformatics_Dr_Sudha.pdf

  • 1. Dr. Sudha Kumari Assistant Professor Department of Veterinary Microbiology Bihar Animal Sciences University, Patna
  • 2. What is Bioinformatics? Bioinformatics is the application of computer technology to get the information that's stored in certain types of biological data. Bioinformatics provides central, globally accessible databases that enable scientists to submit, search and analyze information.
  • 3. What is Bioinformatics? ❖ It is an interdisciplinary field that develops methods and software tools for ❖ Under standing biological data. As an interdisciplinary field of science, bioinformatics ❖ Combines computer science, statistics, mathematics and engineering to analyze and Interpret biological data.
  • 4. Bioinformatics is the field of science in which biology, computer science and informatic technology merge to form a single discipline
  • 5. History of bioinformatics ❖ Paulien Hogeweg and Ben Hesper coined it in 1970 to refer to the study of information processes in biotic systems. ❖ The term bioinformatics was first introduced in 1990s. Originally, it dealt with the management and analysis of the data pertaining to DNA, RNA and protein sequences. ❖ As the biological data is being produced at an unprecedented rate, its management and interpretation invariably requires bioinformatics.
  • 6. Why Bioinformatics is necessary ❖ The need for bioinformatics has arisen from the resent explosion of publically available genomic informatics, such as resulting from the human genome project. ❖ Gain a better under standing of gene analysis, taxonomy and evolution. ❖ To work efficiently on the rational drug designs and reduce the time taken for the development of drug manually.
  • 7. Goal of bioinformatics ❖ Extension of experimental data by predictions. ❖ To uncover the wealth of Biological information hidden in the mass of sequence, structure, literature and biological data ❖ It is being used now and in the foreseeable future in the areas of molecular medicine. It has environmental benefits in identifying waste and clean up bacteria. ❖ In agriculture, it can be used to produce high yield, low maintenance crops.
  • 8. Where bioinformatics helps In experimental molecular biology In genetics and genomics In generating biological data Understanding biological pathway and network s in system biology Evolutionary aspect of evolution In simulation and modeling of DNA, RNA and protein.
  • 9. It offers analysis software for data studies and comparisons and provides tools for modelling, visualising, exploring and interpreting data.Main goal is to convert multitude of complex data into useful information and knowledge. Bioinformatics has been used for in silico analyses of biological queries using mathematical and statistical techniques. bioinformatics also tries to understand the organisational principles within nucleic acid and protein sequences, called proteomics.
  • 10. Relation to other fields Bioinformatics is a science field that is similar to but distinct from biological computation, while it is often considered synonymous to computational biology. Biological computation uses bioengineering and biology to build biological computers, whereas bioinformatics uses computation to better understand biology. Bioinformatics and computational biology involve the analysis of biological data, particularly DNA, RNA, and protein sequences.
  • 11. The field of bioinformatics experienced explosive growth starting in the mid-1990s, driven largely by the Human Genome Project and by rapid advances in DNA sequencing technology. Analyzing biological data to produce meaningful information involves writing and running software programs that use algorithms from graph theory, artificial intelligence, soft computing, data mining, image processing, and computer simulation. The algorithms in turn depend on theoretical foundations such as discrete mathematics, control theory, system theory, information theory, and statistics.
  • 12. Structural bioinformatics Structural bioinformatics and Protein structure prediction See also: Structural motif and Structural domain
  • 13. Protein structure prediction is another important application of bioinformatics. The amino acid sequence of a protein, the so-called primary structure, can be easily determined from the sequence on the gene that codes for it. In the vast majority of cases, this primary structure uniquely determines a structure in its native environment. (Of course, there are exceptions, such as the bovine spongiform encephalopathy (mad cow disease) prion.) Knowledge of this structure is vital in understanding the function of the protein. Structural information is usually
  • 14. classified as one of secondary, tertiary and quaternary structure. A viable general solution to such predictions remains an open problem. Most efforts have so far been directed towards heuristics that work most of the time. Bioinformatics workflow management systems A bioinformatics workflow management system is a specialized form of a workflow management system designed specifically to compose and execute a series of computational or data manipulation steps, or a workflow, in a Bioinformatics application
  • 15. Such systems are designed to ❖ provide an easy-to-use environment for individual application scientists themselves to create their own workflows, ❖ provide interactive tools for the scientists enabling them to execute their workflows and view their results in real- time, ❖ simplify the process of sharing and reusing workflows between the scientists, and ❖ enable scientists to track the provenance of the workflow execution results and the workflow creation steps. Some of the platforms giving this service: Galaxy, Kepler, Taverna, UGENE, Anduril,