how can cells precisely measure time-varying external signals? - giulia malaguti

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 Giulia Malaguti Pieter Rein ten Wolde's group AMOLF, Amsterdam Quantitative Laws II, Como June 13th, 2016 How can cells precisely measure time-varying external signals?

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Page 1: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

Giulia Malaguti

Pieter Rein ten Wolde's groupAMOLF, Amsterdam

Quantitative Laws II, ComoJune 13th, 2016

How can cells precisely measuretime-varying external signals?

Page 2: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

Cell sensing system is surprisingly accurate

ligand molecules

receptors

cell surface

readout molecules

ATP

Page 3: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

ligand molecules

receptors

cell surface

readout molecules

Cell sensing system is surprisingly accurate

NOISE

NOISE

ATP

Page 4: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

Cell sensing system is surprisingly accurate

ligand molecules

receptors

cell surface

readout moleculesNOISE

NOISE

What is the fundamental limit on the precision of concentration measurements?

ATP

Page 5: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

Cell sensing system is surprisingly accurate

ligand molecules

receptors

cell surface

readout moleculesNOISE

NOISE

Berg and Purcell (1977).Bialek and Setayeshgar (2005).

Ueda and Shibata (2007).Wang et al. (2007).

Govern and ten Wolde (2012).Lang et al. (2014).

Kaizu et al. (2014).Govern and ten Wolde (2014).

Rappel et al. (2008).Endres and Wingreen (2009)

Mora and Wingreen (2010).Skoge et al (2011­2013).

What is the fundamental limit on the precision of concentration measurements?

ATP

Page 6: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

Cell sensing system is surprisingly accurate

ligand molecules

receptors

cell surface

readout moleculesNOISE

NOISE

What is the fundamental limit on the precision of concentration measurements?

When measuring time-varying ligand concentrations!

Time­varying!

ATP

Page 7: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

Cell resources fundamentally limitthe sensing precision

t

Page 8: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

t

unboundbound

N samples

Cell resources fundamentally limitthe sensing precision

unboundbound

N samples

unboundbound

N samples

Page 9: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

t

unboundbound

N samples

# receptors

Cell resources fundamentally limitthe sensing precision

Page 10: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

t

unboundbound

N samples

ATP

# receptors

Cell resources fundamentally limitthe sensing precision

Page 11: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

t

unboundbound

N samples

ATP

# receptors

# readout molecules

Cell resources fundamentally limitthe sensing precision

Page 12: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

t

unboundbound

N samples

ATP

# receptors

# readout molecules

power

Cell resources fundamentally limitthe sensing precision

Page 13: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

t

unboundbound

N samples

ATP

# receptors

# readout molecules

power

Cell resources fundamentally limitthe sensing precision

Optimal resource allocation

Page 14: How can cells precisely measure time-varying external signals? - Giulia Malaguti

   

Thank you foryour attention!

AMOLFBiochemical Networks group

Yao Li AdithyaVijaykumar

Pieter Reinten Wolde

JorisPaijmans

MicheleMonti

HarmenWierenga

SosukeIto