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Biological Spaces and Information

June 30, 2005 01:12 PM

I think a new understanding of life and its connectedness will come from the idea of gene space. Presently, we classify living things according to body shape and other features of morphology. This is a standard practice of Paleobiology and it is powerful, but limited. An advance on this practice is mapping genetic relatedness and the flow of genes over time and geographical space.

As more is learned of the genome it is likely that we will characterize living things by their genes and their place in the space of genes. A gene space is a mathematical space of many dimensions and a species will be a set of genes in that space. A creature will be a single point in the space. So will you be when your place in the Grand Scheme of Things is mapped.

The relatedness of all things will be defined by a measure of genetic distance, of which there are many possible measures. Something like this is behind the attempt to trace the distance between a modern human's genes and the genes of a Paleo ancestor.

Presently, it is the mitochondrial dna that are used for this purpose and it shows many intriguing features. Since this depicts the maternal line, the maternal mitochondrial dna (mmdna) points to few differences between female ancestors and us.

The mmdna space may have less variance than would be found with men. Women differ less than men because there are such strong constraints on the female to successfully bear offspring. Men are likely to differ by more than women because women have two X chromosomes and males have an X and a Y. The Y chromosome is shorter and, thus deletions, mutations and so on, contribute more to the variance in the information it carries. So, I think women are closer to one another in gene space than are males.

But, there is another reason for high variance among males: testosterone. Testosterone is a developmental hormone. A human with higher testosterone adapts more to activity patterns. This is an additional reason why males are more different physically from one another than are females. Of course they are, just look at them.

In PaleoTimes males had to cope more with environmental variety than females and testosterone is one of the reasons they are able to do this. Size, muscularity, bone density, facial shape and a host of other traits are affected by testosterone. And these all create a physical plasticity that would let PaleoMales adapt to a wide variety of challenges. A male's body will respond more to physical challenge than a female's. Which is why females needn't worry about becoming too muscular if they work out.

The idea of gene space also opens a window to the breeding of new pathogens in the chaotic region of gene space created when humans and animals live together. In this case, chaos just means that the gene flow in the space may take near points taken far away from one another and far away points can rapidly approach one another. The hog/duck/human gene space in Asia is a hothouse for the creation of new pathogens as the gene space is mixed and churned in regions not formerly near one another.

A new intersection of gene flows from distant regions of the gene space began with the beginnings of agriculture. It existed before that too, but there were fewer paths for flow between species (regions in gene space) when humans lived in small groups and did not live in such close and continuous proximity to animals.

I think that when the gene space is eventually mapped there will be gaps in it, just as there are gaps in the periodic table of the elements. The space of proteins is vast, on the order of 20^200, but only a small part of that space is used in living things. So, there will be many empty regions of gene space, as there are outer space and in protein space.

I also think it will be a self-similar space; larger and smaller regions will look similar. We know from Mandelbrot that the scattering of the galaxies is fractal; the densities are power law distributed. I doubt the gene space will be different from space itself in the distribution of density of "stuff".

I suspect that humans will be somewhat unique in the gene space; off in a region of our own. It will turn out that to say that humans are only 2% different from chimpanzees in gene space will look rather dumb. We are very different and when the right metric for gene space is defined and verified, the distance between us will be very large.

On the Edge The Third Culture you will find a discussion of computation and genes. I enjoyed it.

· Evolutionary Fitness

Comments

Yes, throwing caution to the wind is the danger. I would venture that you might be the cautious canuck, but I know better from your thoughtful comments on this and other topics.

Posted by: Arthur De Vany at July 7, 2005 8:05 PM

This not about the article you wrote, but EVfit training, seems like you have had it right since day one.Check the article in Mr.Bass page,
http://www.cbass.com/Sprintendurance.htm

Posted by: Ari at June 30, 2005 11:15 PM

Prof. De Vany;

This is very interesting stuff. It will take some days to consider the full implications of what these gentlemen are saying.

Two quick observations:

Kurzweil says, "I've actually watched my own white blood cells under a microscope, and it had intelligence." I hope this statement was for the audience's benefit because if this was a new insight for him all I can say is: well, duh!

Venter says, "We have a problem, we don't understand all the biology at the first principle levels yet...." However, this lack of understanding does not prevent him and others from proceeding at warp speed to develop any ideas which may pop into their collective heads.

All of these gentlemen are, in fact, trying to ouwit nature. They're very clever but are they wise? On a practical level I want them to proceed cautiously yet, on a philosophical level, I want them to proceed at warp speed, too. It is just fascinating to contemplate the implications of their research and I want more. But this is the danger, isn't it, throwing caution to the wind because one is so excited.

Posted by: carniverous canuck at June 30, 2005 9:32 PM

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