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BIOFLUX
presented at
Do It Together - Digital Biology
a seminar organized by
in January 2016, Berlin
Digital Biology
Dipl. Biol. Rüdiger Trojok
Bioflux, ITAS/KIT
Evolution
– 3,6 Bn. Years
> >
What is digital
biology?
Or: can we
program biology?
Shannon‘s information
theory
Nachrichtenübertragung abhängig von:
• Signal-Noise-Ratio
• bandwith / channel capacity
• Available energy
• Mutual Information of Sender / Receiver
• Data compression
Can we apply information theroy on biology?
Landauer Information theory
Rolf Landauers:
“Information is not a disembodied
abstract entity; it is always tied to a
physical representation. It is represented
by engraving on a stone tablet, a spin, a
charge, a hole in a punched card, a
mark on paper, or some other
equivalent. This ties the handling of
information to all the possibilities and
restrictions of our real physical word, its
laws of physics and its storehouse of
available parts.”
The physical nature of information; Rolf Landauer; Physics Letters A 217 (1996) 188-193
Maxwell‘s Demon and Szilard‘s
Machine
Landauer Principle:
• Information gain is entropy loss
• Work is an entropy-less energy
source
• Heat is entropy carried by
energy
observation:
Information processing costs
energy
per bit
dW = kBT ln2
work and
heat
exchange
Biosemiotik AGTC
Sequenz
(digital)
Motif
(analog)
Anabolism
Katabolism
Proliferation
Death
„What we actually call
information - the elementary
unit of information - is a
difference that makes a
difference”
Gregory Bateson
BioSyntax
Jesper Hoffmeyer’s Theorie:
• A monistic Code Duality: digital und analog
• Code Memory of structural relations in space
and time
Creative Plasticity
AGTC
Digital:
Sequence
Analog:
Motif
Bio-Language AGTC
Biosphere
http://www.google.de/imgres?imgurl=http%3A%2F%2Fecotope.org%2Fanthromes
%2Fbiodiversity%2Fplants%2Fmaps%2Fpng
%2Fellis_2012_Olson_biomes.png&imgrefurl=http%3A%2F%2Fecotope.org
%2Fanthromes%2Fbiodiversity%2Fplants%2Fmaps
%2F&h=720&w=960&tbnid=rzbkGIJ_UVKZAM
Facebook
Read Write
Analog Biology
Digital Biology
Exponential growth of biological
databases
http://www.kanehisa.jp/en/db_growth.html
14
Exponentially dropping costs
Rob Carlson http://synthesis.cc/
15
Gaudilabs: Generic Lab Equipment
Physical principles used: light (optical sensors, filters, lenses), temperature (peltier),
gravitiy (rotation), electricity (electrodes)
17
Prof. Blaney, Broad Institute http://www.youtube.com/watch?v=66Oc8fLKXlE
Historic Analogy: Printing press
movable type inventions:
Korea: Choe Yun-ui 1377
Germany: Johannes Gutenberg 1436
Advantages of Digital Biology
Technology
Efficiency
lowest speed limit is cell growth rate
Serial / parallel experimentation
Brute force screening
Machine instead of manual standards
Reproducibility
Precision of measurements vs. natural noise
Reductionist vs. systems approach
Single cells vs. Population
Cost efficiency
Wages for operation of equipment
Service costs
Material consumption
Infrastructure requirements
Architecture questions
Decentral vs. Central
'Apple' vs. 'Sharp' model
low tech vs. High tech
open source vs. Closed source
programmable vs. Application specific
online vs. Offline control
technology push and market pull:
- what will be the killer app?
- Who are the users?
Synthetic Biology
Systems approach
(diverging)
Engineering approach
(converging, iterative)
timetime
Systematic screening can be combined with
rational and iterative engineering.
22
Digital Biology Semiotics
DNA Extraction
DNA Amplification
DNA Insertion
Cell Transformation
Cell Incubation
Protein Expresion
DNA Sequencing
DNA Synthesis
DNA Extraction
DNA Amplification
DNA Insertion
Cell Transformation
Cell Incubation
Protein Expresion
DNA Sequencing
DNA Synthesis
DNA Extraction
DNA Amplification
DNA Insertion
Cell Transformation
Cell Incubation
Protein Expresion
DNA Sequencing
DNA Synthesis
Evironment and
Agriculture
Health: Phage Therapy
• Well known since 100 years
• Programmable
• Highly specific
• Safe
Wetware
Software
Hardware 0
Biostrike
Citizens / NGOs / Academics
§§
Personalized
Phages
0
Good
Environm
ent
Human
Bad
Neutral
BSL
1
BSL
4
BSL
3
BSL
2
Comments and
suggestions welcome!
Thanks for listening.
Rüdiger Trojok
rt@openbioprojects.net

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Digital Biology, by Ruediger Trojok