<< Chapter < Page Chapter >> Page >
This module is an introduction to computational genefinding. It describes the biological problem of annotating genomes into functional components. It begins with a brief description of the human genome, the central dogma of modern molecular biology, and introduces the complexities of detecting genes in eukaryotes. Ab initio methods and comparative techniques based on Hidden Markov Models are presented. GENSCAN, a classical ab initio gene finder is covered in detail. The challenges faced by comparative gene finders are described. The module ends with a discussion of how gene finders are evaluated and what the current state of the art is.

The human genome: chromosomes and genes

In 1953 Watson and Crick unlocked the structure of the DNA molecule and set into motion the modern study of genetics.This advance allowed our study of life to transcend the wet realm of proteins, cells, organelles, ions, andlipids, and move up into more abstract methods of analysis. By discovering the basic structure of DNA we had received ourfirst glance into the information-based realm locked inside the genetic code.

The human genome contains 3 billion chemical nucleotide bases (A,C, T and G). About 30,000 genes are estimated to be in the humangenome. The human genome has physical three-dimensional structure. The genome is 6 feet (2 meters) in length and is packedin the nucleus of our cells into a structure which is only 0.0004 inches across (the head of a pin). The genome is divided among 24chromosomes (22 pairs of autosomes and one pair of sex chromosomes (X and Y)), and that genes lie on specific chromosomes. Humanchromosomes are arranged according to size with Chromosome 1 being the largest, and the Y chromosome being the smallest. Matt Ridley'sfascinating book Genome gives a great introduction to our chromosomes and the genes they contain. Chromosome 1 is believed to have 2968 genes, while the Ychromosome has 231 genes. To learn more about chromosomes, visit GeneMap99 , a site maintained by the NCBI. Here is a diagrammatic representationof the 24 chromosomes.

Human chromosomes

Representation of the 24 chromosomes of the human male.
Here is what a chromosome looks like under an electron microscope.

Human chromosomes

Human Chromosome 12 under an electron microsocope.

The average human gene contains about 3000 bases. Sizes of human genes vary greatly. The largest known humangene is dystrophin (a muscle protein) at 2.4 million bases. The smallest genes are a little over a hundred base pairs long. Lessthan 2% of the genome codes for proteins. Repeated sequences that are not involved in coding for proteins (sometimes called "junkDNA") make up at least 50% of the human genome. These repetitive sequences play an important role in chromosome structure anddynamics. Over time, these repeats are believed to reshape the genome by rearranging it, creating entirely new genes, andmodifying and reshuffling genes. Surprisingly, genes are not distributed uniformly through the human genome. Genes appear to beconcentrated in sections of the genome with high GC content, with vast areas of non-coding DNA in between. There are long stretchesof C and G repeats adjacent to gene-rich areas. These CpG islands are believed to regulate gene activity, and they serve as markersfor gene-rich locations on the genome. We do not yet know the function of over 50% of the discovered genes. A great site tolearn more about DNA is the DNAi site maintained by the HHMI.

Questions & Answers

what is defense mechanism
Chinaza Reply
what is defense mechanisms
Chinaza
I'm interested in biological psychology and cognitive psychology
Tanya Reply
what does preconceived mean
sammie Reply
physiological Psychology
Nwosu Reply
How can I develope my cognitive domain
Amanyire Reply
why is communication effective
Dakolo Reply
Communication is effective because it allows individuals to share ideas, thoughts, and information with others.
effective communication can lead to improved outcomes in various settings, including personal relationships, business environments, and educational settings. By communicating effectively, individuals can negotiate effectively, solve problems collaboratively, and work towards common goals.
it starts up serve and return practice/assessments.it helps find voice talking therapy also assessments through relaxed conversation.
miss
Every time someone flushes a toilet in the apartment building, the person begins to jumb back automatically after hearing the flush, before the water temperature changes. Identify the types of learning, if it is classical conditioning identify the NS, UCS, CS and CR. If it is operant conditioning, identify the type of consequence positive reinforcement, negative reinforcement or punishment
Wekolamo Reply
please i need answer
Wekolamo
because it helps many people around the world to understand how to interact with other people and understand them well, for example at work (job).
Manix Reply
Agreed 👍 There are many parts of our brains and behaviors, we really need to get to know. Blessings for everyone and happy Sunday!
ARC
A child is a member of community not society elucidate ?
JESSY Reply
Isn't practices worldwide, be it psychology, be it science. isn't much just a false belief of control over something the mind cannot truly comprehend?
Simon Reply
compare and contrast skinner's perspective on personality development on freud
namakula Reply
Skinner skipped the whole unconscious phenomenon and rather emphasized on classical conditioning
war
explain how nature and nurture affect the development and later the productivity of an individual.
Amesalu Reply
nature is an hereditary factor while nurture is an environmental factor which constitute an individual personality. so if an individual's parent has a deviant behavior and was also brought up in an deviant environment, observation of the behavior and the inborn trait we make the individual deviant.
Samuel
I am taking this course because I am hoping that I could somehow learn more about my chosen field of interest and due to the fact that being a PsyD really ignites my passion as an individual the more I hope to learn about developing and literally explore the complexity of my critical thinking skills
Zyryn Reply
good👍
Jonathan
and having a good philosophy of the world is like a sandwich and a peanut butter 👍
Jonathan
generally amnesi how long yrs memory loss
Kelu Reply
interpersonal relationships
Abdulfatai Reply
Got questions? Join the online conversation and get instant answers!
Jobilize.com Reply

Get Jobilize Job Search Mobile App in your pocket Now!

Get it on Google Play Download on the App Store Now




Source:  OpenStax, Statistical machine learning for computational biology. OpenStax CNX. Oct 14, 2007 Download for free at http://cnx.org/content/col10455/1.2
Google Play and the Google Play logo are trademarks of Google Inc.

Notification Switch

Would you like to follow the 'Statistical machine learning for computational biology' conversation and receive update notifications?

Ask