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Role of mutator in adaptive evolution
Inferred horizontal transfers in mutS gene
Denamur Cell (2000)
Taddei PNAS 1995Bjedov Science 2003
Taddei Nature 1997Matic Science 1997Giraud Science 2001
Conflicts between replicators as causes of individuals death
Molecules vs cellule eg prion, aggregate Cellular vs multi-cellular eg cancer Individual vs society eg nihilism, wars Idea vs individual eg suicide
vertical transmission --> mutualism/interests aligned
horizontal transmission --> parasitism/conflict
For phenotype to depend only genotype and environment
One must take into account DNA extended environment
intracellular environment is
dynamic, & local & heritable
The extended phenotype allows the organisms to modify their niche,adapting their environmentrather than adapting to it
Via ecological inheritancetheir offspring can inheritthe modified niche
Cultural inheritance in animals
Science July 23 2004
Ideas can propagate like epidemics(suicide, collective hysteria, rumors, fashion, cooperation…)
Their propagation is mediated by contacts(oral, print, radio, TV, internet…)
QuickTime™ et un décompresseurPhoto - JPEG sont requis pour visualiser
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Do ideas change by darwinian-like dynamics ?
Variability re-combination, mutation, migrationOptimal rates ?
Selectioncoherence with the intellectual ecosystemPasteur : « chance favors the prepared mind »
Transmission stability, emission / reception
Knowledge about the environment can be
learned by 4 Darwinian heuristics
1 genetic2 individual learning3 social learning / culture4 science
Common characteritics
variabilityselection retention/transmission
Conservatism: the tragedy of Semmelweis
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QuickTime™ et un décompresseurGIF sont requis pour visualiser
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QuickTime™ et un décompresseurPhoto - JPEG sont requis pour visualiser
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The difficulties of Pasteur & Fleming
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From parasitic cuckoos to vaccination : Jenner
Evolutionary fate of ideas Properties of ideas
Simplicity, genericity, predictibility, compatibility, robustness, stability (what are their optimal characterisitics to appear and propagate ?)
Properties of their environmentWhat are the constraints that affect idea generation and propagation ? (social/genetical/historical/ emotional/ individual/media…)
Interactions ideas / environmentSymbiosis between individuals, societies, genes, ideas (Conflicts and alliances may lead to exploitation or mutualism)
Sym-bio-sisAssociation of entities of interests that Diverge (exploitation eg parasites) Converge (mutualism)
vertical transmission favors mutualism/control horizontal transmission favors parasitism/no control
Dangerous liaisons passage from one to the other via
Mutationenvironmental contextthird party (eg the enemy of my enemy…)
The Smallpox Wars
1519: Cortez & 5000 soldiers plus unintentional smallpox
(Destroyed Aztec Empire in 2 years, reduced native population from 30 to 3M in a half century) From Historia De Las Casas de Nueva Espana, Volume
4, Book 12, Lam. cliii, plate 114.
Smallpox attacks on Native Americans
1763: Lord Amherst and the smallpox blankets(ordered blankets to be taken from smallpox patients and given to Delaware Indians at a peace-making parley)
1957-65: Brazilian speculators & the Indian Protective Service(introduced smallpox via infected fabrics, and measles, flu and TB via contact with ill whites)
Bacteriophage lambda life cycle
99 %
100 / infected bacteria 10-4 without external stress
1%
Lysogenic strains are immune against surinfection
High frequency of lambdoids within E. coli genomes
Causes of spontaneous deaths in E. coli
stochastic effects(e.g. membrane disruption)
clonal death (e.g. the 4 grand-daughters of one cell)
aging-associated deaths(old pole effect)
Accumulation of intra-cellular parasite ?(e.g. autocatalytic protein aggregates, prions ?)
Programmed deaths(e.g. colicin or prophage induction in sick cells)
Can death of individuals be selected for ?
Death can benefit kins if it frees them of
> parasites (suicide of infected cells)Cells infected by viruses kill themselves preventing the release of viruses that could kill their kins
> accumulated defects (aged components segregated to old poles)The mother cells keeping all the problem for itself to give its progeny a fresh start (~ germ line)
> The cost of perfect maintenanceMaintenance has diminishing returns
> competitors if the dying cells release chemical or biological weapon that kill the competitor while sparing the kins
Can parasite induced death be beneficial ?
Lysogenic phage effects :
Prophage presence is costly for hosts (pleiotropic effects on all + death of induced cells)
Classical Parasitic effects (direct)
Biological weapons against competitors (mutualistic indirect effects) ?
C S
1 phage production induced in a sub-population of dying carrier C
P1 3
3 New phages P are released upon competitors death
2
2 Infection of susceptible cells S
Amplification of phage ‘weapon’
X
models of weapon-mediated competition
dC/dt = r(1-(C+S)/k)C dS/dt = r(1-(C+S)/k)S
+ y a V Sy
SC r,k
Design model of parasite-mediated competitionMeasure direct-effect parameters in the labSimulate indirect competitive consequencesReturn to lab to conduct competition experimentsContrast with colicin-competition
- x C- a V S
Vx
adV/dt = x y C - V (u +aN )
Biological weapons allow victories of their hoststhat are even faster with carrier’s rarity
Experiments Simulations
Competition between phage carriers ( C ) and susceptibles (S) (with different initial ratio 1/100, 1/1, 100/1)
Brown & Le chat
Contrary to colicin-carrier, in unstructured EPhage carrier can invade even when rare
0 2́ 107 4́ 107 6́ 107 8́ 107 1́ 1080
5
10
15
20
Carrying capacity, k
Burst
size,
y
S wins
C and CS
win (phage)C or S win(colicin)
11%
100%
15%
25%
45%
COLICIN: C and S are both stable against invasion when aky > u
The winner depends on intial conditions (in a well-mixed system)
C cannot invade when rare
PHAGE: carriers ALWAYS win when aky > u
Aky=u
k
y
public goods dilemmas
Public goods are collectively constructed resources of use to all - Microbes, like humans, struggle with public goods.
Defining elements of societies – shelter, accesible resources, defence, information
Public goods present dilemmas because of the temptation to cheat
Time
Colicin = linear weaponCarrier win in structured environment
Invaders arrivalamong residents
Local changeLocal deathLocal invader expansion
Invader victory
but cannot invade unstructured environment when rare as effort is diluted
Time
Invader expansion inempty niche
Invader arrivalTrigger change
AutocatalyticchangeLead to fastNiche emptyingwave
Invader expansion inempty niche
Virus = fireAutocatalytic weaponallow invasion in all environments even if carrier is rare
Fast and globalenvironment modification
Invader arrivalTrigger change
unstructuredstructured
Phages as motor of genomic diversity in E. coli O157
Ohnishi PNAS. 2002
Hendrix Trends Microbiol. 2000
Lambdoids carry a variety of genes affecting bacterial phenotypes
Shiga-toxin induction in vivo
Zhang J. Infect. Dis. 2000
Waldor Trends Microbiol. 1998
Shiga-like toxins expression is controled by lambdoid phages
1 phage production induced in a sub-population of carrier C
2 Infection of susceptible cells S.
3 New phages P are released upon competitors death
4 Toxins are released together with phages
5 Toxins trigger non specific host immune response
6 Host response empty the niche from other competitors (while phage carrier C are protected by virulence factors)
Niche emptying by virus and toxin :or why commensals should carry virulence factors
C S
P1 2
3
Toxin
Host response
Competitors
4
5
6
Deteriorating ones environment (us!) can pay to eliminate competitors
Changing the rule of the game
C
E > 0
R?
E = 0
Unmodified Environment (E = 0) favours the residents, R Modified Environment (E >0) can favour invaders, C
Thus C can only invade R by modifying the shared environment
C = “proactive invaders”
R = susceptible residents
E = environmental dimension (virus/toxin/fire…)
Public goods can be good or bad
• The absolute effect of modified can favour both C and R (b>0), or neither (b<0)
• When g=0, R is resistant to invasion by rare C
• When g=q, R invasible by rare C if d j < x, ie if
• the cost of innovation (x) is small• the market for innovation (j) is large• the differential of adaptation (d) is
large
• DOESN’T MATTER IF THE INNOVATION IS GOOD OR BAD!
• (unless so bad that neither C nor R can survive)
RC
Ex
r,k
g,q,j
b,d b
dC/dt = r(1-N/k)C- x C + (b+d) C EdR/dt = r(1-N/k)R + b R EdE/dt = x C + g E – q (E/j) E
When genotypes adapt their environment
Invaders not preadapted to an environment can succeed if
1) They can modify the environment at low enough cost
2) the modification benefit them more than the resident
This can happen if
- the invaders are numerous enough
- the environment is structured (slow)
- or if the environmental change is autocatalytic (fast)
Examples of autocatalytical change include the spread of
bioweapon, fire, farming, cultural or technological innovations
From lucky invaders to proactive invadersCoevolution of genotype & environmental perturbation
then it pays to select for genes (symbionts) increasing EP(eg manipulating host response or increasing fire),Thus creating a positive feedback loop leading to selection for
proactive invaders = niche modifiers
If by chance a genotype is better adapted toenvironmental perturbation (EP) = lucky invader
If EP are frequent, selection for more EP resistant genes(eg resist inflammation or fire resistance) = recurrent invader
DNA extended phenotype & niche construction
Genes extended phenotype (eg spider web) are not limited to the organism boundary
Genes can modify not only the environment of DNA and cells but also of organisms
As via development DNA lead to organism construction, it can also lead to niche construction
Through its environmental, technological and cultural modifications,
niche can be heritable (eg nest, beaver dam, tool use) leading to
ecological inheritance and extended heritability
How do genes, environment and ideas co-evolve ?(eg lactose tolerance, domestic mammals, indo european languages and farming)
Rare proactive invaders initiate self-propagating environmental change to replace fit residents
Sam Brown, Ludo Le Chat, François Taddei