Sunday, 20 December 2015

Bioinformatics

What is Bioinformatics?

Bioinformatics generally applies computer science to solve biological problems. However, the field is interdisciplinary and constantly developing, so it is difficult to answer this question in one sentence.

Introductory links

Bioinformatics is the application of computer technology to the management of biological information. Computers are used to gather, store, analyze and integrate biological and genetic information which can then be applied to gene-based drug discovery and development. The need for Bioinformatics capabilities has been precipitated by the explosion of publicly available genomic information resulting from the Human Genome Project.
The goal of this project – determination of the sequence of the entire human genome (approximately three billion base pairs) – will be reached by the year 2002. The science of Bioinformatics, which is the melding of molecular biology with computer science, is essential to the use of genomic information in understanding human diseases and in the identification of new molecular targets for drug discovery.
In recognition of this, many universities, government institutions and pharmaceutical firms have formed bioinformatics groups, consisting of computational biologists and bioinformatics computer scientists. Such groups will be key to unraveling the mass of information generated by large scale sequencing efforts underway in laboratories around the world.

Bioinformatics Resources for High Schools

Bioinformatics is an integral part of biology and, thus, is being introduced to high school students as part of biology coursework. In 2012, the College Board revised a number of labs including the evolution labs of the Biology AP exam preparation. Included is a lab "Comparing DNA Sequences to Understand Evolutionary Relationships with BLAST." Tools, such as BLAST, and other bioinformatics tools, help us interpret the patterns in biological data and are important to help students learn biological principles.

Careers in Bioinformatics

The fields of bioinformatics and computational biology involve the development and application of tools to make biological discoveries. Bioinformatics is being introduced to high school students in biology classes. There are undergraduate, masters level and Ph.D. programs that train student in these fields. See http://www.iscb.org/iscb-degree-certificate-programs for examples of degree programs in bioinformatics and computational biology. In addition, some people enter the field as a biologist who learns how to use the tools or as computer scientists/engineers who are able to build tools. A solid background in both biology and computer science is extremely helpful.

recent publication by the ISCB Education committee proposes curriculum guidelines and core competencies. In particular, the report presents 3 common categories of people who develop skills in bioinformatics.
  • Bioinformatics users access data resources to perform job duties in specific application domains. Bench-based researchers, both in academia and in industry, provide the classic example of a bioinformatics user, but this group is broadening in scope. For example, medical professionals (e.g., physicians and genetic counselors) utilize bioinformatics resources in medical contexts for the purposes of diagnosis, treatment, and counseling of patients.”[See Figure 2 in the above referenced manuscript.]
  • Bioinformatics engineers create the novel computational methods needed by bioinformatics users and scientists. Thus, a bioinformatics engineer must have strengths in computational and statistical sciences and must have general competency in biomedical sciences. [See Figure 4 in the above referenced manuscript.]

Once trained in the field, there are a number of opportunities to build a career. Some examples are listed below:

Individual contributor - Many scientific labs, both in the academic and commercial sector, are hiring people trained in bioinformatics to support the research of the lab. Positions are available for various levels and types of training. People in these positions generally work on a specific area of research.

Core facilities - Many institutions create a central resource for labs in an institution. These resources are call core facilities. Members of such groups often have a mix of skills and work on many different research projects with researchers in many different labs.

Educators - There is a demand for teaching bioinformatics at many different levels. Some Ph.D. level bioinformaticians will pursue an academic career, build their own research agenda and teach at the university level. In addition, there are a number of institutions who host a dedicated facility to teach bioinformatics to people inside the institution as well as to the greater community.

Software developers - Another career path that supports bioinformatics is the development of new algorithms and new tools. There are companies dedicated to building and deploying computational tools. Other bioinformatics software developers are hired within core facilities and within individual research labs.

Degree/Certificate Programs Worldwide


Top US Universities for MS, in Biotechnology, Bioinformatics

List of top universities offering Master of Science in Biotechnology, Bioinformatics Programs in USA.
Purdue University
Stanford University
University of Illinois at Urbana Champaign
Harvard University Extension School
Rensselaer Polytechnic Institute
University of California San Diego
Rutgers University-New Brunswick
Oregon State University
Columbia University
University of Wisconsin, Madison

Some more schools offering biotechnology and related courses.
Baylor College of Medicine, USA Ph.D. in structural and computational biology and molecular biophysics
Brandeis University M.S. and Graduate Certificate in Bioinformatics.
Bielefeld University, Germany
Birkbeck, University of London, UK M.Sc. in molecular modelling and bioinformatics
Boston University, USA M.S. and Ph.D. program in bioinformatics
Carnegie Mellon, USA B.S., M.S. and Ph.D. Merck Computational Biology and Chemistry Program
Columbia University MA and Ph.D. in Medical Informatics
Cranfield University, UK M.Sc. in Bioinformatics
De Montfort University, UK M.Sc. in Bioinformatics
Duke University Ph.D. in Bioinformatics
George Mason University, USA M.S. and Ph.D. in bioinformatics and computational biology
Georgia Institute of Technology, USA M.S. in bioinformatics; Ph.D. in Bioinformatics and Computational Biology
Imperial College, UK M.Sc. course in computational genetics and bioinformatics
Indiana University, USA B.S. and M.S. in informatics
Iowa State University, USA Ph.D. program in bioinformatics and computational biology
Johns Hopkins University, USA Ph.D. program in computational biophysics
Keck Graduate Institute, USA M.S. and Ph.D. in Bioinformatics and Computational Biology
Keio University, Japan Graduate program in Bioinformatics (Master's and Doctorate degrees)
Marquette University/MCW, USA M.S. in bioinformatics
New Jersey Institute of Technology M.S. and Ph.D. in Computational Biology
North Carolina State University, USA M.S. and Ph.D. in Functional Genomics & M.S. and Ph.D. in Bioinformatics
Northern Illinois University, USA M.S. specialization in bioinformatics
Northeastern University, USA M.S. in bioinformatics
Northwestern University, USA M.S. computational biology & bioinformatics
OHIO State University, USA Graduate Program in Biomedical Informatics
Rensselaer Polytechnic Institute, USA B.S. in bioinformatics and molecular biology
Rutgers University, USA Ph.D. in computational molecular biology
Stanford University, USA M.S. and Ph.D. in biomedical informatics
Swiss Institute of Bioinformatics, Switzerland Masters degree in bioinformatics
University of Medicine & Dentistry of New Jersey, USA M.S. and Ph.D. program in biomedial informatics
University of Medicine & Dentistry of New Jersey, USA M.S. and Ph.D. Bioinformatics track
University of Albany, USA Ph.D. program in comparative functional genomics
University of Abertay Dundee, UK Information Technology (Bioinformatics) - PGDip/MSc
University of Arkansas (UALR & UAMS), Little Rock, USA M.S. and Ph.D. in Bioinformaitcs
University of Buckingham, UK M.Sc. Bioinformatics
University of California, Irvine, USA M.S. and Ph.D Informatics in Biology and Medicine
University of California, Los Angeles, USA M.S. and Ph.D. program in bioinformatics
University of California, Santa Cruz, USA B.S., M.S. and Ph.D. in Bioinformatics
University of California, San Diego, USA Ph.D. Bioinformatics
University of California, San Francisco, USA M.S. and Ph.D. program in biological and medical informatics
University of Cincinnati, USA M.S. and Ph.D. Biomedical Engineering-Bioinformatics track
University of Exeter, UK MSc/MRes/PgDip/PgCert in Bioinformatics
University of Glasgow, UK MRes Masters course in Bioinformatics
University of Illinois, Chicago, USA M.S. & Ph.D. Bioinformatics
University of Leeds, UK MRes Bioinformatics
University of Liverpool, UK M.Sc. in Bioinformatics
University of Manchester, UK M.Sc. in bioinformatics, distance learning
University of Memphis, USA M.S. concentration in bioinformatics
University of Michigan, Ann Arbor, USA M.S. & Ph.D. Bioinformatics
University of Minnesota, USA M.S. & Ph.D. Bioinformatics
University of Nebraska, Omaha, USA B.S., M.S. and Ph.D. in Bioinformatics
University of North Carolina, USA M.S. & Ph.D. Bioinformatics and Computational Biology
University of Oxford, UK M.Sc. in Bioinformatics
University of Pennsylvania, USA B.S., M.S. and Ph.D. programs in Computational Biology/Bioinformatics
University of Pittsburgh, USA M.S. and Ph.D. in bioimedical informatics
Univerisity of Skovde, Sweden Master of Science in Bioinformatics
University of the Sciences in Philadelphia, USA B.S. in bioinformatics
University of the Sciences in Philadelphia, USA M.S. in bioinformatics
University of Southern California, USA M.S. & Ph.D. in Molecular and Computational Biology
University of Texas at Austin, USA Ph.D. in Cell and Molecular Biology-Structural Biology and Bioinformatics track
University of Texas at El Paso, USA M.S. in bioinformatics
University of Washington, Seattle, USA M.S. & Ph.D. Graduate program in computational molecular biology
University of Wisconsin-Madison, USA Graduate Certificate in Bioinformatics
University of Wisconsin-Parkside, USA B.S. Molecular Biology & Bioinformatics; M.S. Applied Molecular Biology
University of York, UK MRes in Bioinformatics
Vanderbilt University M.S. & Ph.D. Graduate Program in Biomedical Informatics
Virgina Tech, USA Graduate program in bioinformatics
Weizmann Institute of Science, Israel M.Sc. and Ph.D. program in computational biology and bioinformatics
Washington University St Louis, USA Graduate program in computational biology

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