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Page 1: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

2011Marek Vácha

Page 2: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome – Internal Universe

After many centuries of investigations we have built up an approximate understanding of at least the more accesible parts of our external Universe

...however, there is also a largely unexplored Universe within us about 1011 neurons and somewhere in the region of 1015

interconnections

Page 3: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome

Page 4: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least
Page 5: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome

nuclear genome 3200Mb

mitochondril genome

16,6 kb

euchromatin 2900-3000Mb

constitutive heterochromatine

200Mb

Page 6: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome

coding DNA 50 Mb (cca 1,5%)

regulatory sequences 100Mb (3%)

noncoding repetitive DNA

50%

number of genes cca 22 000

nuclear genome cca 22 000

mitochondrial genome

37 genes

Page 7: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Discrepancies between Chromosome Number and Sequence Lenght

Chromosome 21 is bigger than 22

Chromosomes 9,10,11 are also named in the wrong order

Page 8: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

What does it mean to be a human? Why we act as we act?

Nature (Genes)Nurture (Environment) Developmental Noise

Freedom Philosophy

}} Science

Page 9: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

James Watson

” We used to think that our fate was in our stars. Now we know, in large part, that our fate is in our genes.“

Page 10: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Francis Crick

The development of biology is going to destroy to some extent our traditional grounds for ethical beliefs, and it is not easy to see what to put in their place.

Page 11: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Zdroj:http://www.cnn.com/video/#/video/us/2007/10/19/todd.saudi.schools.cnn

Page 12: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Zdroj:http://www.cnn.com/video/#/video/us/2007/10/19/todd.saudi.schools.cnn

Page 13: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least
Page 14: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

A Man: a Periodic Table of Genes?

„All matter can be reduced to a periodic table of elements, but at a higher level, every living thing can be reduced to a periodic table of genes.“

(Strachan, T., Read, A.P., (2004) Human Molecular Genetics. 3rd ed. Garland Publishing, New Yourk, p. 208)

Page 15: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

James Watson: ”We used to think that our fate was in our stars. Now we know, in large part, that our fate is in our genes.“

Walter Gilbert: „When we have the complete sequence of the human genome, we will know what it is to be a human“

E.O.Wilson:Ethics, as we understand it, is an illusion fobbed on us by our genes to get us to cooperate.

Page 16: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

E.O. Wilson( On Human Nature)

„The question is no longer whether human social behavior is genetically determined. It is to what extent. The accumulated evidence for a large hereditary component is more detailed and compelling than most persons, including even geneticists, realize. I will go further, it is decisive.“

Page 17: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

The psychologist Thomas Bouchard has said, "For almost every behavioral trait so far investigated, from reaction time to religiosity, an important fraction of the variation among people turns out to be associated with genetic variation. This fact need no longer be subject to debate; rather it is time instead to consider its implications.„

http://www.nytimes.com/books/first/a/appleyard-brave.html?_r=2&oref=slogin

Page 18: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Robert Weinberg

So what are you going to do if you begin to find on a chip of a child's DNA that this kid is likely to be very good in language, probably is going to have poor math skills, will be a rather anxious and obsessive person, will have difficulty associating with his or her peers, and is likely to come down with heart disease at the age of 45? How is that going to affect your relationship to that person, that child?

Page 19: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Salvador Luria:“‘Will the Nazi program to eradicate Jewish or otherwise ‘inferior’ genes by mass murder be transformed into a kinder, gentler program to ‘perfect’ human individuals by ‘correcting’ their genomes in conformity perhaps to an ideal ‘white, Judeo-Christian, economically successful’ genotype?“

HGP

Page 20: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Three Stage Approach

Page 21: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Whole-genom shotgun approachCelera Genomics

Page 22: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Public Consortium and Celera

Page 23: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Public Consortium x Celera GenomicsFrancis Collins Craig Venter

Page 24: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least
Page 25: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Genome Gallery

Page 26: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Galerie genomů

Page 27: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Genome Gallery

Page 28: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least
Page 29: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least
Page 30: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Number of Genes

Mycoplasma genitalium – 480 genes probably 265 – 350 genes only are really

irreplaceable

Page 31: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Number of Chromosomes

Myrmecia pilosula 1 pair of chromosomes fern Ophioglossum reticulatum 630 pairs

of chromosomes

Page 32: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Ethical Issues: The Chimpanzee GenomeAre there any differences between chimps and humans?

The chimpanzee genome is 98.77% identical to the human genome. On average, a typical human protein-coding gene differs from its chimpanzee ortholog by only two amino acid substitutions; nearly one third of human genes have exactly the same protein translation as their chimpanzee orthologs. A major difference between the two genomes is human chromosome 2, which is the product of a fusion between chimpanzee chromosomes 12 and 13.

Page 33: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Ethical Issues

knowledge gained from the HGP may lead to the construction of a „standard“ human genome. if this occurs, one must ask what variation society

would view as permissible before an individual´s genome was labelled substandart or abnormal?

Page 34: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome Diversity ProjectHGDP this project would map DNA from

approximately 25 individuals representing 500 of the world´s 5000 or so different ethnic groups

concerns about discriminations of some ethnics

Page 35: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome Diversity ProjectHGDP first proposed in 1991 by a group of human

geneticist, led by Luca Cavalli-Sforza and Allan Wilson

project was launched in September 1993 the primary goals of the founders were to

advance research into human history and evolution, but they foresaw other possible uses – in medicine, population genetics, anthropology, and other fields

…what they did not foresee was the ethical – and political – storm ahead the Project

(Jobling, M.A., Hurles, M.E., Tyler-Smith, C., (2004) Human Evolutionary Genetics. Garland Publisher, New York, p. 275)

Page 36: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome Diversity ProjectHGDP RAFI (Rural Advancement Foundation

International) had begun excoriate project as „bio-pirate“ interested in stealing valuable genes from indigenous people underhanded commercial goals planning to undermine indigenous culture overthrow indigenous land rights to help US produce ethnically targeted biological

weapons to clone armies of indigenous warrior slaves

(Jobling, M.A., Hurles, M.E., Tyler-Smith, C., (2004) Human Evolutionary Genetics. Garland Publisher, New York, p. 275)

Page 37: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome Diversity ProjectHGDP the HGDP continues to exist but, probably at

least in part because of the political controversy attached to it, has never received substantial funding – and has never come close to achieving its goals

this project would map DNA from approximately 25 individuals representing 500 of the world´s 5000 or so different ethnic groups, a total of 12 500 individuals (25x500)

obavy z diskriminace domorodých populací, a tedy z jakési formy novodobého rasismu

Page 38: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome Diversity ProjectHGDP Whenever genetics is used to look at nationalities or

ethnicities, its methods, and its history, raise concerns about how the data might be used, or abused, to support racist or nationalistic views. When the groups involved have been oppressed, they may well fear commercial exploitation or worse harms, up to genocide.

And, given history of Australian aboriginal people or Native American Nations, their reluctance to participate is not, and must not be treated as, unreasonable.

Sometimes, in spite of researcher´s best effort, indigenous people will say no. One key to ethical human population genetics research is learning to accept that answer.

(Jobling, M.A., Hurles, M.E., Tyler-Smith, C., (2004) Human Evolutionary Genetics. Garland Publisher, New York, p. 275)

Page 39: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

The Ethics of Genome Sequence Publications

as soon as the first sequences were published it became apparent that they could only be used if available in computer readable form

1980s the European Molecular Biology Laboratory

(EMBL) the National Institute of Health (NIH) Japanese National Institute of Genetics

these organizations later joined into an effective international collaboration to share data

Page 40: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

The Ethics of Genome Sequence Publications

2003: this community database

(EMBL-bank/GenBank/DDBJ) contains over 40 billion bp of sequence from over 100 000 different organism

All three databases implemented a policy that was both courageous and foresighted: to make all of their data freely available to all (whether they be companies, academics or „John Smith“)

Page 41: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

The Ethics of Genome Sequence Publications

By the late 1980s most reputable scientific journals were demanding deposition of sequence data in this database as a pre-condition for the publication of a scientific paper.

This immediately gave rise to a conflict: commercial companies (and some academics) saw their DNA sequence data as a intelectual property that might be turned into money. They were often reluctant to make their data freely available, since this might both compromise patent protection and reduce value of their „property“.

Page 42: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Bermuda Agreement 1996

= all data from the Human Genome Project will be deposited in the public sequence databanks

each sequencing center will release its own data every day

Page 43: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Bermuda Agreement 1996

1998: Celera Genomics „Discovery can´t wait!“

Public consortium had no access to Celera´sequence data

Celera had free access to Public consortium data

Page 44: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome: Invention or Discovery?

Human Genome is a discovery, freely available to all – like calendar or Einstein theory of Relativity or Double Helix of DNA

Human Genome is a invention like a bulb or steam engine

...you can patent invention, but not discovery

Page 45: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome: Discovery

Human Genome is a discovery sequence data of human genome – or any

other organism –are fundamental to biology they are as fundamental as the periodic table

is to chemistry and as Euclid´s axioms are to mathematics

data belong to all of us, they are not commodities to be sold in the

market place like apples and oranges!

Page 46: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Human Genome: Discovery

there is also pragmatic reason: databases are most useful if, within a given scientific domain, they are not fragmented

much of modern genomics would simply be impossible if the universe of sequence data were split between hundreds of different databases by allowing publication without sequence data

deposition in the community sequence databse Science has encouraged fragmentation of the universe sequence data

Page 47: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Patenting of Human Genes

genetics research should be a cooperative search for new knowledge, rather the self-interested pursuit of profits

once patenting comes to the fore, researchers may become increasingly reluctant to share information, thereby diminishing its transfer between laboratories

Page 48: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

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Page 49: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least
Page 50: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least
Page 51: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Ethical Issues: Racism is dead

1,5 milions bp – difference between mother and her daughter

2,25 milions bp - difference between grandmother and granddaughter

3 milions bp - difference between two random chosen people on Earth

Page 52: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Races

Lewotine (1972) used 17 loci (blood groups, serum proteins, red blood cell enzymes) for which variation had been detected by immunological or electrophoretic methods and had allele frequency data available for several populations

the populations were classified into seven „races“ termed Caucasians, Black Africans, Mongoloids, South Asian Aborigines, Amerinds, Oceanins and Australian Aborigines,

based on morphological, linguistic, historical and cultural criteria

Page 53: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Races

the overwhelming conclusion was that most variation lies within population, and that „races“ had no genetic reality,a conclusion reinforced by subsequent analyses using independent population samples and DNA markers

Lewontine concluded: Human racial classification is of no social value and is

positively destructive of social and human relations. Since such racial classifications is now seen to be of virtually no genetic or taxonomic significance either, no justification can be offered for its continuance.

(Jobling, M.A., Hurles, M.E., Tyler-Smith, C., (2004) Human Evolutionary Genetics. Garland Publisher, New York, p. 277)

Page 54: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

„Race“ is not a biological concept

modern population genetics makes the concept of „race“ in the human context biologically meaningless, although socially explosive

polish jews are more similar to polish non-jews than to jews in f.e. Sapin

Page 55: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least
Page 56: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Creationism is dead

51% sequences we share with yeasts 57% sequences we share Brassica

oleracea 98,6% sequences we share wit Pan

troglodytes

Page 57: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

Creationism is dead

Collins, F., (2006) The Language of God. Free Press, New York, p. 128)

Page 58: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

GATTACA

1997

„There is no gene for the human spirit“

… but is it true?

Page 59: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least

The Genetic Information Nondiscrimination Act

passed the American Senate in 2003 Act will prevent insurers and employers

from discriminating based on genetic information. This means that an insurance company cannot deny you insurance or charge you more because you have a particular genotype, and that an employer cannot fire you or pay you less because you have a particular genotype.

Page 60: 2011 Marek Vácha. Human Genome – Internal Universe  After many centuries of investigations we have built up an approximate understanding of at least