Creating Digital dna that works just like its real counterpart

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Discussion Overview

The discussion centers on the creation of a digital equivalent of DNA for an Organism Simulation Framework. Participants explore the complexities of how DNA commands cellular processes and the feasibility of simulating these processes on computers, touching on genetics, developmental biology, and computational modeling.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • One participant seeks a step-wise explanation of how DNA influences the growth of cells, tissues, and organs, indicating a need for detailed guidance in programming.
  • Some participants note the lack of comprehensive understanding of these biological processes, suggesting that detailed information may not be readily available.
  • It is mentioned that while intricate details of DNA and development are complex, simplifications can allow for modeling basic properties, such as DNA replication.
  • Another participant emphasizes that DNA does not command cellular behavior; rather, it is the interaction between DNA, cellular biochemistry, and the micro-environment that leads to emergent properties.
  • A suggestion is made to consult textbooks for a more thorough understanding of DNA and development, acknowledging the complexity of the subject matter.
  • A participant expresses optimism about simulating basic DNA properties on a simple PC, indicating a phased approach to the project.
  • A video lecture by John Maynard Smith is recommended, discussing theories of DNA code development and the arbitrary nature of amino acid associations with RNA molecules.

Areas of Agreement / Disagreement

Participants generally agree on the complexity of simulating DNA processes and the need for simplification. However, there is no consensus on the feasibility of achieving a fully functional digital DNA model, as opinions vary on the extent to which these processes can be modeled accurately.

Contextual Notes

Participants highlight limitations in understanding the detailed mechanisms of DNA and development, suggesting that the knowledge required to model these processes is extensive and complex. The discussion reflects varying levels of confidence in the ability to simulate these biological functions on computers.

shreyakmath
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Hello.
Regards to all.
I am working on an Organism Simulation Framework to simulate virtual organisms on low cost computers. I have already developed an alpha version of the project.
To see the project, visit: www.sourceforge.net/projects/livmach

Now I am in the phase where I require creating a digital equivalent of DNA. This 'Digital DNA' will work exactly like the real one in every way.
I require help of someone specialised in genetics.
i want to know the process(step-wise) in which dna commands cells,tissues and organs to grow and achieve a particular configuration.
i require a step-wise explanation that will help me program it.

I understand basic genetics and biochemistry...
 
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shreyakmath said:
i want to know the process(step-wise) in which dna commands cells,tissues and organs to grow and achieve a particular configuration.
i require a step-wise explanation that will help me program it.

We still lack a detailed understanding of many of these processes, so I am not sure you will be able to find such information to be readily available. However, with some simplifications, researchers have been able to simulate a very simple bacterium (see https://www.physicsforums.com/showthread.php?t=622587). An organism with many different cells types and much more complicated gene regulatory programs would be much more difficult to simulate, however.
 
Ygggdrasil said:
We still lack a detailed understanding of many of these processes, so I am not sure you will be able to find such information to be readily available.
Every single intricate detail might not be known, that doesn't mean one cannot model the process. Just like how physicists can describe the world with relatively simple equations (Newton), only to get more details right the equations become more complex (Einstein).

One can look up how DNA and development works in a textbook, it will have hundreds of pages describing the processes in great detail. The amount of detail known is too complex to describe in a few sentences on physicsforums.

One should rather say the amount of knowledge is too complex to model on a simple computer. The only way to achieve ones goal is to simplify the model into the building blocks. It would depend on what ones goal is.
 
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shreyakmath said:
i want to know the process(step-wise) in which dna commands cells,tissues and organs to grow and achieve a particular configuration.
i require a step-wise explanation that will help me program it.

What you seek fills volumes of textbooks and is far from fully understood. I suggest investing in an introductory developmental biology book to get a glimpse of how complex the process is. Also you should note that DNA doesn't command anything, the interaction between DNA and cellular biochemistry (along with the micro-environment) creates the emergent properties of behaviour.
 
Monique said:
Every single intricate detail might not be known, that doesn't mean one cannot model the process. Just like how physicists can describe the world with relatively simple equations (Newton), only to get more details right the equations become more complex (Einstein).

One can look up how DNA and development works in a textbook, it will have hundreds of pages describing the processes in great detail. The amount of detail known is too complex to describe in a few sentences on physicsforums.

One should rather say the amount of knowledge is too complex to model on a simple computer. The only way to achieve ones goal is to simplify the model into the building blocks. It would depend on what ones goal is.


Yes, but i still think that it is possible to simulate basic properties of DNA like replication on a simple PC using classes and functions and that's what I plan to do first. Then the next step would be to create specific proteins from this digital structure thus replicating at least partially the real process. This project is in its very initial stages. So as it progresses it can yield something useful.
Thanks anyway for all the feedback.

Regards to all
 
I don’t know, but I think it possible that this video might help you:



It is of a section of a lecture given by John Maynard Smith in which he discusses one theory of how the DNA code developed. The heart of it is about how certain amino acids became associated with particular RNA molecules, something which is entirely arbitrary. That is to say that there is nothing in the laws of physics that say one particular RNA molecule must associate with a particular amino acid, it just happens to have turned out the way it did. And it did so for a completely different reason, but having developed, it gave rise to the possibility of the development of a code to link together amino acids in a particular sequence to synthesise defined proteins.

You might like to watch the whole lecture, and perhaps even to read the original piece by Eors Szathmary to which Maynard Smith refers. But I would not expect it to make particularly easy reading…
 
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