QBio102 Biomolecules Lecture 8 Thermodynamics PDF

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University of Essex

Dr. James Birrell

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thermodynamics quantitative biology biomolecules science

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This document is a lecture on thermodynamics for quantitative biology students at the University of Essex. It covers topics including equilibrium, standard states, different systems (isolated, closed, and open), and basic thermodynamic laws. The lecture notes introduce key concepts in thermodynamics for quantitative biology.

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B.Sc. Quantitative Biology Biomolecules Lecture 8 – Thermodynamics Dr. James Birrell University of Essex, UK hhu.de What is thermodynamics?  In order to exist, a living species has to:  collect energy from the surroundings  convert it to a us...

B.Sc. Quantitative Biology Biomolecules Lecture 8 – Thermodynamics Dr. James Birrell University of Essex, UK hhu.de What is thermodynamics?  In order to exist, a living species has to:  collect energy from the surroundings  convert it to a useful form (ion gradients, ATP, etc)  use it to grow, change, replicate, etc.  Living systems can only do something if the energy needed is balanced by the energy that is available.  Thermodynamics is the study of energy converting from one form to another  Thermo = heat  Dynamics = power  Dealing with bulk properties  No assumptions made about the system  Tells us which processes will happen and which will not  Empirical – we use it because it works 2 hhu.de Equilibrium  At equilibrium - no macroscopic changes  Where k1 and k-1 are forward and reverse rate constants  Rate = k1[A] - k-1[B]  At equilibrium Rate = 0, k1[A]eq = k-1[B]eq  Where [A]eq and [B]eq are the equilibrium concentrations of A and B  In static equilibrium the system is stationary and there are also no microscopic changes  k1[A] = k-1[B] = 0  In dynamic equilibrium there are microscopic changes but no macroscopic changes  k1[A] = k-1[B] > 0  We define the equilibrium position with an equilibrium constant Keq  Keq = [B]eq/[A]eq and Keq = k1/k-1 3 hhu.de Standard states and conditions  It is useful to have a common reference point  Standard states  Pure solid  Pure liquid  Solute of 1 M (1 mole per litre) concentration  Pure gas at 1 atmosphere of pressure  Usually defined at 25 oC (298 K) and atmospheric pressure  For reactions involving H+  Standard state is 1 M H+ or pH 0  In biochemistry it is common to refer to a biochemical standard state with 10-7 M H+ or pH 7 4 hhu.de Types of system  Isolated  No matter transfer  No energy transfer  Simplest case - not realistic  Except entire universe...to our knowledge  Closed  No matter transfer ideal gases have closed systems  Energy transfer  Still simple - good approximation to a test tube  May be applicable to some biological situations  Open  Matter transfer  Energy transfer  Complex – not easy to model – but represents most realistic situations 5 hhu.de State and path functions  A state function depends only on the state of the system not on the path taken to reach that state  Intensive state function  Independent of the size of the system  E.g. Temperature, pressure  Extensive state function  Dependent on the size of the system  E.g. Mass, volume, energy  Most thermodynamic quantities are extensive state functions  A path function depends on the path taken  E.g. Heat, work 6 hhu.de Thermodynamic laws  0th law:  If two systems are at equilibrium with a third system then they are also at equilibrium with each other  If A ⇌ B and B ⇌ C then A ⇌ C  1st law:  Energy cannot be created or destroyed but can be converted from one form to another  2nd law:  Everything tends towards maximum disorder  3rd law:  Disorder increases with temperature 7 hhu.de Ideal gas law  To start with, we will consider the simplest system "an ideal gas"  An ideal gas is one in which:  The particles interact negligibly  The particles are small compared with the spaces between them  pV = nRT  Where p = pressure in pascals (N/m2)  V = volume in m3  n = number of moles of gas  R = the molar gas constant (8.31 m2 kg s-2 K-1 mol-1)  T = temperature in K 8 hhu.de 1st law of thermodynamics  The Law of Conservation of Energy  Energy cannot be created or destroyed – simply changed from one form to another  Alternatively, all energy changes in an isolated system sum to zero  We can define the internal energy of a system as U  The sum of the kinetic and potential energies  And the change in internal energy (ΔU) as  ΔU = Ufinal – Uinitial  According to the first law, for an isolated system ΔU = 0  For a closed system:  ΔUsystem + ΔUsurroundings = 0  ΔUsystem = -ΔUsurroundings  The energy gained by the system comes from the surroundings and the energy lost by the system goes to the surroundings 9 hhu.de Work and heat  We distinguish between two types of energy exchange: Work (w) and Heat (q)  q is the heat exchanged between the system and the surroundings  Random motion in the system – contributes to temperature  Positive = heat from surroundings to system  Negative = heat from system to surroundings  w is the work done on the system by the surroundings  Orderly motion of the system  Positive = work done on system by surroundings  Negative = work done by system on surroundings  ΔUsystem = -ΔUsurroundings = q + w  w consists of many different kinds of work e.g. Electrical, mechanical, expansion etc 10 hhu.de Work and heat  For a process where the volume of the system does not change (isochoric)  No work is done by the system on the surroundings or by the surroundings on the system  The energy can only be echanged as heat  ΔUv = qv  At constant pressure (isobaric):  Work done by the system on the surroundings – expansion  Or by the surroundings on the system - compression  ΔUp = qp + wp  wp = -pΔV (where p is pressure and ΔV is the change in volume of the system)  Negative because an increase in volume (+ve ΔV) does work on the surroundings (-ve wp) 11 hhu.de Work and heat  Now we can remove the “expansive” work from the change in internal energy:  ΔUp – wp(expansion) = ΔUp + pΔVp  = (Ufinal – Uinitial) + (pVfinal – pVinitial)  = (Ufinal + pVfinal) – (Uinitial + pVinitial)  For convenience we define the enthalpy (H): H = U + pV  (Ufinal + pVfinal) – (Uinitial + pVinitial) = Hfinal – Hinitial = ΔH = ΔUp + pΔVp  Such that the change in the internal energy due to non-expansive work (pV work) is the change in enthalpy or ΔH  If no other work is done except expansion then ΔH is simply the heat transferred between the system and the surroundings  The question is, how much of ΔH can be captured to do useful work 12 hhu.de Enthalpy as a state function  Enthalpy can often be measured directly as long as ΔH = qp  Calorimetry  If the reaction is difficult to do then can do in a series of steps and add  ΔHtotal = ΔH1 + ΔH2 + etc  Hess’s law of constant heat summation  Enthalpy is an extensive state function – affected by size of the system  The first law of thermodynamics only deals with the sum of energies  It does not tell us whether a reaction will occur  Reactions with a positive ΔH = endothermic → heat in → feels cold  Reactions with a negative ΔH = exothermic → heat out → feels hot  In order for a reaction to happen some of the energy must be available as work energy 13 hhu.de Boltzmann distribution  For bulk systems  Made up of large numbers of molecules  Thermal collisions and Brownian motion allows energy exchange between molecules  Not all will have the same energy  Energy distributed randomly over all energy levels  Boltzmann distribution: 𝑛𝑛𝑖𝑖 − 𝐸𝐸𝑖𝑖 − 𝐸𝐸𝑗𝑗 = 𝑒𝑒𝑒𝑒𝑒𝑒 𝑛𝑛𝑗𝑗 𝑘𝑘𝐵𝐵 𝑇𝑇  The ratio of the number of molecules with energies Ei and Ej  Depends on temperature and the energy difference  ni always smaller than nj when Ei is bigger than Ej  Because lower energy levels always more populated  Applicable for rotational, vibrational, electronic energy levels 14 hhu.de Maxwell-Boltzmann distribution  For translational levels  Particles can move in 3D  Need to consider the Maxwell-Bolzmann distribution  Temperature increases the average speed of molecules 15 hhu.de The second law of thermodynamics  A process will happen as long as the final state is more disordered than the initial state  E.g. consider two boxes – one with red particles, one with blue  We open a door between them  The particles will move until they have a random macroscopic distribution  Why don’t they return to their original distribution with all red on one side and all blue on the other side?  Of course this is possible but is very unlikely to happen  Particles can also occupy energy levels  Different vibrational, rotational, translational levels  If there is more thermal energy in the system then more particles will be able to access the higher energy levels  Therefore, the disorder increases with temperature 16 hhu.de Carnot cycle  A Carnot engine or Carnot cycle is an example of a cyclic reversible process  The work done is related to the heat transfer  w = qH – qC  The efficiency is Eff = w/qH  Because some of the heat energy in goes to work  The rest goes out as qC  Not possible to have qC = 0  Always less efficient than 100%  Eff = (qH – qC)/qH = 1 - qC/qH  Because qH is proportional to TH  And qC is proportional to TC  Eff = 1 – TC/TH  This means that qC/qH = TC/TH  Which rearranges to qH/TH = qC/TC  This ratio of q/T is defined as the entropy change ΔS 17 hhu.de Entropy  Disorder in a system is expressed as the entropy (S)  Arrangement of internal energy into microscopic states in a system:  S = kblnΩ where kb is a constant and Ω is the number of microscopic states  If a process releases heat then this will increase the entropy  If we try and do work then this will decrease the entropy of the system  Thus we need to release some heat to compensate for the work  The total available energy is the enthalpy H  The heat energy is TS  The remaining energy available to do work is H - TS  Likewise, total energy change in available energy is ΔH  The heat energy change is TΔS  And the energy released in order to do work is ΔH - TΔS 18 hhu.de Gibbs free energy  We define the available energy for doing work (which allows a reaction to happen) as the Gibbs free energy G and the change in that energy that happens during the reaction as the ΔG: G = H – TS ΔG = ΔH – TΔS  Negative ΔG = process is spontaneous and can do useful work  Positive ΔG = process is NOT spontaneous – need to do work on the system  ΔG = 0 → process is at equilibrium and the value of G is a minimum  Recall that H = U + pV (slide 12) and G = H – TS  Therefore G = U + pV – TS  Using this and the ideal gas law pV = nRT (slide 8) 𝑝𝑝  We get 𝐺𝐺 = 𝐺𝐺 𝑜𝑜 + 𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅 𝑝𝑝𝑜𝑜 Note: the derivation is very complex  Where Go is the Gibbs energy under standard conditions and po is the standard pressure of 1 atm  When p is equal to 1 atm then ln(p/po) will be 0 and G = Go 19 hhu.de Gibbs free energy 1) Not at equilibrium  Reactants will be converted into products  Lowering G (ΔG is negative)  Until G is a minimum value (ΔG is zero)  Equilibrium  Rate NOT determined by thermodynamics  Very negative ΔG does not mean a high rate 2) At equilibrium  No bulk conversion of reactants to products  Rates of forward/backward reaction are the same  Adding more reactants gives negative ΔG  More reactants converted to products  Adding more products gives positive ΔG  Products converted back to reactants 20 hhu.de Chemical potential  G is an extensive state function  Bigger system = bigger G  It is useful to define an intensive state function called the chemical potential (μ): 𝐺𝐺 𝜇𝜇 = or 𝐺𝐺 = 𝑛𝑛𝜇𝜇 𝑛𝑛  Where n is the number of moles  For a system with multiple components each can have its own chemical potential (μx): n1μ1 + n2μ2 … = G  Alternatively, Δμ can be expressed as the change in G as the amount of n changes: ∆𝐺𝐺 ∆𝜇𝜇 = ∆𝑛𝑛  This expression allows us to deal with an open system where transfer of matter as well as energy occur 21 hhu.de Spontaneous reactions  Let’s consider a simple reaction of n1 moles of A converting to n moles of B: nA → nB  ΔG = nΔμ = nμB – nμA  If μB is less than μA then ΔG is negative and the reaction will be spontaneous  At equilibrium ΔG = 0 so μA = μB  Now consider: aA + bB → cC + dD  ΔG = aμA + bμB – cμC – dμD  Now for a spontaneous reaction aμA + bμB > cμC + dμD  For equilibrium μAa + μBb = μCc + μDd  Generally:  For a spontaneous reaction the weighted sum of the chemical potentials must decrease  For equilibrium the weighted sum of chemical potentials of the products and reactants are equal 22 hhu.de Chemical potential  For a pure ideal gas: 𝑝𝑝  𝐺𝐺 = 𝐺𝐺 𝑜𝑜 + 𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅 𝑝𝑝𝑜𝑜 𝐺𝐺 𝐺𝐺 𝑜𝑜  𝜇𝜇 = and 𝜇𝜇𝑜𝑜 = 𝑛𝑛 𝑛𝑛 𝑝𝑝  𝜇𝜇 = 𝜇𝜇𝑜𝑜 + 𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅 𝑝𝑝𝑜𝑜  Can be applied for a component in a mixture of pure gases 𝑝𝑝𝑥𝑥  𝜇𝜇 = 𝜇𝜇𝑜𝑜 + 𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅 𝑝𝑝𝑥𝑥𝑜𝑜  Where px is the partial pressure of x  Since at constant pressure px tells us the molar fraction of x: 𝑝𝑝𝑥𝑥 𝑛𝑛 [𝑥𝑥]  can be substituted for 𝑛𝑛𝑥𝑥𝑜𝑜 , which in turn is the same as [𝑥𝑥]𝑜𝑜Therefore, more generally: 𝑝𝑝𝑥𝑥𝑜𝑜 𝑥𝑥 [𝒙𝒙]  𝝁𝝁 = 𝝁𝝁𝒐𝒐 + 𝑹𝑹𝑹𝑹𝑹𝑹𝑹𝑹 [𝒙𝒙]𝒐𝒐  Where [x] is the concentration of x and [x]o is the concentration in the standard state  But only for ideal solutions! 23 hhu.de ΔG for a reaction  So now we know that: [𝑥𝑥] ΔG = μx1Δnx1 + μx2Δnx2 … and 𝜇𝜇 = 𝜇𝜇 𝑜𝑜 + 𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅 [𝑥𝑥]𝑜𝑜  We can combine these to get an equation for the ΔG in terms of [products] and [reactants] Π[𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑]𝒏𝒏 Π[𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑]𝒐𝒐,𝒏𝒏  ∆𝑮𝑮 = ∆𝑮𝑮𝒐𝒐 + 𝑹𝑹𝑹𝑹𝑹𝑹𝑹𝑹 Π[𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓]𝒏𝒏 Π[𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓]𝒐𝒐,𝒏𝒏  Where Π indicates a multiplication of all the values of [products] or [reactants]  Often Π[reactants]o and Π[products]o are left out because they equal 1  As an example:  aA + bB → cC + dD 𝑜𝑜 [𝐶𝐶]𝑐𝑐 ×[𝐷𝐷]𝑑𝑑  ∆𝐺𝐺 = ∆𝐺𝐺 + 𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅 [𝐴𝐴]𝑎𝑎 ×[𝐵𝐵]𝑏𝑏  Note that [A]o, [B]o, [C]o and [D]o have been left out because they are all equal to 1 M 24 hhu.de Mass action ratio and equilibrium constants Π[𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑𝒑]𝒏𝒏  We define the ratio of as the mass action ratio Γ Π[𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓𝒓]𝒏𝒏  ΔG = ΔGo + RTlnΓ  At equilibrium ΔG = 0  Therefore: 0 = ΔGo + RTlnΓ  ΔGo = -RTlnΓ  And we define Γ at equilibrium as the equilibrium constant Keq  ΔGo = -RTlnKeq  For any other mixture of reactants and products:  ΔG = -RTlnKeq + RTlnΓ  ΔG = RTln(Γ/Keq)  So for ΔG < 0 (spontaneous reaction), Γ < Keq  If Γ > Keq then the reaction will not be spontaneous and will require energy to make it happen 25 hhu.de Ideal vs non-ideal behaviour  Ideal gases:  No interactions between the gas molecules and container apart from collisions  pV = nRT for a pure gas  pxV = nxRT for a gas mixture where px is the partial pressure and nx is the molar fraction of the gas x  No enthalpy change on mixing gasses ΔHmix = 0  Ideal solutions  We cannot ignore the interactions but  Interactions between molecules same as in the standard state  Thus, we can simply use concentrations to describe the behaviour of the system  For dilute solutions this is a good approximation 26 hhu.de Ideal vs non-ideal behaviour  For a non-ideal system:  There will be significant interactions between molecules that will give the gas a less random distribution  To account for this we talk about the effective concentration or activity:  ax = γx[x]  Where γx is the activity coefficient of x under those conditions  Then μx = μxo + RTln(ax/axo)  The activity coefficient will depend on a variety of factors including the kind of molecule involved but also its concentration, the temperature 27 hhu.de Summary  Thermodynamics is the study of energy changes  We define the internal energy of a system U as the sum of kinetic and potential energies  The 1st law states that the total energy never changes i.e. ΔUsystem = -ΔUsurroundings  We define the energy without expansive work as the enthalpy (ΔH)  ΔH is negative = exothermic (heat out)  ΔH is positive = endothermic (heat in)  We also define the concept of entropy (S) as  Disorder in the system  Related to the number of energy levels and amount of energy S = kBlnΩ  ΔS = q/T or q = TΔS  TΔS is the amount of energy released from the system that cannot be used to do work  The available energy to do work is called the Gibbs free energy (G)  The amount released during a reaction is the change in G or ΔG  ΔG = ΔH - TΔS 28 hhu.de Summary  ΔG = ΔH – TΔS  If ΔG is negative then a process is spontaneous (exergonic)  If ΔG is positive then a process is not spontaneous and requires an input of work (endergonic)  If ΔG is zero then a process is at equilibrium and the system has the minimum value of G  Using the ideal gas law we could show that  ΔG = ΔGo + nRTln(p/po)  Where ΔGo is the under standard conditions, p is the pressure, po is the standard pressure  For ideal gas mixtures we defined the chemical potential (μ):  μx = μxo + nRTln(px/pxo)  Where ΔG = μ1 + μ2 …  And for ideal solutions:  μx = μxo + nRTln([x]/[x]o)  Where ΔG = μ1 + μ2 … = ΔGo + RTln(Π[products]n/Π[reactants]n) = ΔGo + RTlnΓ  Where Γ is the mass action ratio and Γ = Keq when ΔG = 0 29 hhu.de Next time...  We will use these equations to look at some types of reactions:  Association/dissociation  Acid/base equilibria  Redox reactions 30 hhu.de Some suggested reading 31 hhu.de

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