Talk Jan05

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Reaction Mechanism of Mandelate Racemase in a

QM/MM model: reaction path and catalysis

Xavier Prat-ResinaJanuary 28th, 2005 AD

Lluch’sgroup

Atmospheric Reactions / Enzymatic Reactions / Quantum dynamics

Overview

Mandelate Racemase: Structure and Reaction Mechanism

Optimization of Saddle Points in big systems

Potentials of Mean Force: Reaction coordinate

Conclusions/General Discussion

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

Potentials of Mean Force: mechanism and catalysis

fast

less fast

slow

pka~29in water

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

MR

MR: the reaction

t1/2 =100 000 years

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

Substrate

MR:structure

concertedmechanism

2 stepwisemechanisms

Elements stabilizingthe anionic intermediate

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

MR: Active site and reactivity

reactant (S)-mandelateproduct (R)-mandelateS R

Lys166

His297

Glu317

Lys164

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

MR: Adiabatic mapping concerted mechanism

product (R)-mandelatereactant (S)-mandelate

Lys166

His297

Glu317

Lys164

Glu247

S R

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

MR: Adiabatic mapping stepwise mechanisms

product (R)-mandelatereactant (S)-mandelateS R

Lys166

His297

Glu317

Lys164

Glu247

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

MR: Adiabatic mapping mechanisms

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

If core is not big there will be

coupling between the two zones

2nd order direct location. Permits the

relaxation of the environment

Iterative core/environment

The environment is never relaxed

2nd order direct location

Hessian for a core

There is no transition vector yet. Convergence

problems?

Direct location without Hessian

manipulation

CPR, NEB...chain methods

Not always so intuitive. Hysteresis

TS may not exist

Easy to perform Adiabatic mapping

E

A H Br

Hessian

frozen

Hessian

minimize

Optimization of TS:possible options

environment minimizationL-BFGS until |genv|<crit

looking for TS in coreRFO until |gcor|<crit

is environment minimized?NO

YESTransition state foundTransition state found

with |gwith |gTOTTOT|<|<critcrit

Initial geometry with a core and an environment

Suggestions:An adequate core sizemust be selected.

When minimizing, the QM wavefunction can be kept frozen (1SCF)

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

TS search: algorithm

Structure Stepwise I Stepwise II Concerted

S 0.00 0.00 0.00

TS1 17.77 (18.24)

17.69 (17.78)

TS2 19.52 (19.65)

14.77 (14.46)

TS3 20.04 (20.06)

14.55 (14.95)

TS4 22.54 (22.56) 20.19

(19.50)

TS5 25.15 (25.75)

23.57 (23.83)

TS6 27.22 (27.28)

28.14 (28.18)

R 6.74 6.74 4.63

Stepwise I Stepwise II Concerted

0.00 0.00 0.00

15.90 (19.66)

11.83 (11.24)

19.88 (19.92)

15.33 (15.32)

22.18 (22.20)

16.96 (16.99)

30.12 (22.20)

28.11 (20.68)

22.05 (21.98)

23.16 (22.60)

19.23 (20.08)

23.89 (24.35)

26.45 (24.59)

3.34 3.34 3.34

mandelate substrate propargyl-glyc. substrate

Energy in kcal/mol. In brackets the value corresponding to the refined structure

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

TS search: comparison refined TS with adiabatic mapping

Adiabaticmapping

TS search

Energetic and structural differences exist

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

TS search: comparison refined TS with adiabatic mapping

Structure: PDB

Potential Energy Surface: QM/MM

Free energy calculation: umbrella sampling

Molecular Dynamics: SBMD

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: computational details

ΦΦ= /ˆ/ elHE

∑∑

+−

+−

dihedrals

angles

bonds

r

nk

k

rrk

2

2

2

)(

)(

)(

0

0

δφ

θθ

φ

θ

∑∑

−++

atoms mn

mn

mn

mn

atoms r

B

r

A

r

qq

nm

nm

612,

semiemp: AM1,PM3semiemp-SRPEVB, HF, DFT...

Frontier:Link atomLSCFGHO...

qm: charmmambermullikenresp

++ΦΦ− ∑ ∑mi mj jm

mj

im

m

rqZ

rq

, ,

−+

atoms mj

mj

mj

mj

rB

rA

612

QM QM/MM MM

A,B:charmmamberoptimized

charmmambergromosopls

+ Cutoff at 13 Å

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: computational details

Are non-bonded interactions univoquely reproduced in QM/MM?

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: computational details

X: mandelate63 atoms PM3-GHO / 8208 CHARMMStudy of the concerted mechanism

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: computational details

Stochastic Boundary MD with a sphere of waters 24 Å

0-20:Newton MD zone

20-24: Langevin MD zone harmonic restraint+friction + stochastic

24-...: fixed zone

[ ] )()()()( 2 tftqmqtqmFtqm iiiiref

iiiiiii +−−Ω−= β

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: computational details

[ ][ ]∫

∫−

−−=

drTKrV

drTKrVRcrRcRc

Btot

Btot

/)(exp

/)(exp))(()(

0

0

δρ

Vtot = VQM/MM + k(Rc-Rc0)2 + Px(Rc)

Molecular Dynamics

Statistical treatment(WHAM)

CRRTRW cc +−= )(ln)( ρPMF=f(Rc)!!!

Scanning Rc inincrements of 0.2 Å windows

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

Every window: 15ps eq / 50ps sampling

PMF: computational details

rHC

rNH

Data from TSsearch

1.2001.5092.7361.004Rts

1.1171.6072.6121.055Ir

1.0132.0932.2581.011TS

0.9952.8451.5701.151Is

1.7721.1652.8681.004R

0.9962.8651.5221.194Sts

0.9952.9271.1581.804S

rHNrCHrHCrNH

4.61-0.3502.5432.4711.703-0.6071.864R

16.75-0.3122.0571.4231.227-0.3091.732Rts

16.46-0.3061.8281.1171.005-0.4901.607Ir

19.47-0.0580.9920.1670.165-1.0801.247TS

13.790.398-0.201-1.431-1.275-1.8500.419Is

13.810.412-0.220-1.541-1.343-1.869-0.328Sts

0.00.421-0.043-2.578-1.769-1.932-0.646S

∆EImproper Θ

rNC-rCNrHC-rNH

+rHN-rCH

rHC-rCHrHN-rCHrHC-rNHRc

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

S R

PMF: Selection of a Rc

rCHrHN

Rc = rHC – rNH

S R

rHC

rNH

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: two bond distances Rc

Rc = rCH – rHN

R S

rCHrHN

Rc = rHC – rCH

rHC

rCH

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: two bond distances Rc

Rc = rHC – rNH+ rCH – rHN=R4

rHC

rCH

rNH

rHN

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: four bond distances Rc

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

rHC

rHN

PMF: some failures on R4

)'()( KrrfKrrfRc CHHNRNHHCS +−++−=

rHC

rCH

rNH

rHN

))·tanh(1(21

)( 44 RpcRfS −+=

))·tanh(1(21

)( 44 RpcRfR ++=

structure Sat CHHN rrK −=structure Rat ' NHHC rrK −=

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: switching functions with R4

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Distance analysis

Significative stabilization of TS with respect to reactants

TS

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

∑ ∑= =

+ΦΦ−ΦΦ=Imi Imj jm

mj

im

melI r

qZrq

HE, ,

/ˆ/

reactIITSIII EEEEE )()( 11 −− −−−=∆

PMF: mechanism. Electrostatic energy perturbation analysis

rjI

destabilization

stabilization

Product

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

reactIIprodIII EEEEE )()( 11 −− −−−=∆

PMF: mechanism. Electrostatic energy perturbation analysis

destabilization

stabilization

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalized reaction

Usually found in the literature to know the origin of the catalysis

+

or+

Mandelate Racemase+

substrate

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

++

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

Mulliken Charge(q) and Bond Order(BO) along the reaction coordinate as descriptors of the chemical reaction

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

∑∑∈∈

− =BA

BA PSPSBOν

νµµνµ

)()(

∑∑∈∈ BA

µνµ

2

semiempirical

∑∈

−=A

AA PSZqµ

µ)(

PMF: mechanism. Comparison with uncatalyzed reaction

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

Bond Orders

substrate + Lys166 substrate + His297

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

not correlatedvalues

Bond Orders

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

Bond Orders

substrate + Lys166 substrate + His297

The enzyme delocalizesthe charge in the phenylring

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

The symmetry of the carboxylicgroup is different but notcorrelated to the reaction: Mg role

Bond Orders

substrate + Lys166 substrate + His297

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

Bond Orders

substrate + Lys166 substrate + His297

The symmetry of the carboxylicgroup is different but notcorrelated to the reaction: Mg role

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

Atomic Charges

substrate + Lys166 substrate + His297

The enzyme does notsubstract charge fromthe Cα

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

Atomic Charges

substrate + Lys166 substrate + His297

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

The symmetry of the carboxylicgroup is different but notcorrelated to the reaction: Mg role

Atomic Charges

substrate + Lys166 substrate + His297

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

The symmetry of the carboxylicgroup is different but notcorrelated to the reaction: Mg role

Atomic Charges

substrate + Lys166 substrate + His297

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

The OH group in the enzymetakes more charge: Mg roleAtomic Charges

substrate + Lys166 substrate + His297

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

PMF: mechanism. Comparison with uncatalyzed reaction

Charge and bond order analysis: Some differences can be seen between enzyme and the uncatalyzed reaction

But the difference in the energy barrier comes probably from the electrostatic stabilization of the enzyme:Mg, Glu270, Ser139, Asp195, Glu220...

Conclusions: Mandelate Racemase

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

The concerted mechanism is the most favourable

No anionic stable intermediate exists, but a TS

MR catalyzes the reaction in both directions(S⇒R, R⇒S)at “similar” rate, being chemically symmetric

Some residues are important to stabilize unstable structures

Conclusions: Methodology

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

The location of saddle points is a valuable task to designan appropriate reaction coordinate

The difference between the MEP and Free Energy Path:

The energy barrier can be very different (this is not the case)

The geometry is conceptually different

...But some characteristics of the reaction remain!

too restricted methods:QM(1 valley)/MM

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

Conclusions: Methodology

Mandelate Racemase Optimization of TS PMF: mechanismPMF: Rc

Conclusions: Methodology

The reaction coordinate must include all the relevant degrees of freedom. They are localized in few bonds and angles but may not be trivial even in some proton transfer reactions. It should be a compromise: reduced number of dof to avoid coordinates that donot belong to the path, and general enough to account all the possible reactive conformations

too restricted methods:Cartesian coordinates Rc

...the end