[gmx-users] free energy

Nilesh Dhumal ndhumal at andrew.cmu.edu
Mon Jan 11 01:53:29 CET 2010


Justin,
Here I have pasted the data about free energy from mdout.mdp file

; Free energy control stuff
free_energy              = yes
init_lambda              = 0.20
delta-lambda             = 0
sc-alpha                 = 0.6
sc_power                 = 1
sc-sigma                 = 0.3
couple-moltype           =
couple-lambda0           = vdw-q
couple-lambda1           = vdw-q
couple-intramol          = no

Nilesh
On Sun, January 10, 2010 7:40 pm, Justin A. Lemkul wrote:
>

>
> On 1/10/10 7:02 PM, Nilesh Dhumal wrote:
>
>> Thanks Justin,
>> I am not setting any Lennard-Jones parameters to zero for  part B. I put
>>  zero charge on all atoms for Part B. (Lennard Jones parameters for B
>> are same as Part A).
>
> Under Gromacs 4.0.x, you should be able to leave the topology alone
> entirely. No B state should need to be defined explicitly.
>
>
>>
>> I am using default parameters for  "couple-lambda0" and
>> "couple-lambda1".
>>
>
> The default behavior is vdw-q, is it not?  Then what you're doing still
> doesn't make sense to me entirely, because no decoupling would even be
> specified if that is the case.  Can you post your actual .mdp file
> (mdout.mdp might be better if
> you're leaving it up to grompp to decide the defaults, etc)?  I'll admit I
>  haven't done much with the 4.0 free energy code, but it seems to me that
> with an unaltered topology (no B state explicitly defined) you should be
> able to set the following in the .mdp file:
>
> couple-lambda0 = vdw-q couple-lambda1 = vdw
>
> ...to decouple only Coulombic interactions, and likewise:
>
>
> couple-lambda0 = vdw couple-lambda1 = none
>
> ...to decouple van der Waals.
>
>
> Perhaps someone can correct me if I've gotten this wrong.
>
>
>> For one of my simulation (glucose + ionic liquids) I am getting
>> solvation free energy 35.5 Kcal/mol. Is it too high?
>>
>>
>
> Not a clue.  Isn't that what you're trying to figure out?  Is there any
> sort of literature value for such a parameter?  In any case, it's more
> plausible than your original value.
>
> -Justin
>
>
>> Nilesh
>>
>>
>> On Sun, January 10, 2010 1:08 pm, Justin A. Lemkul wrote:
>>
>>>
>>
>>>
>>> On 1/10/10 1:03 PM, Nilesh Dhumal wrote:
>>>
>>>
>>>> Hello Justin,
>>>> Should I add dum_opls no. in atom type file in which Lennard-jones
>>>> parameters will set to zero. OR. I don't have to modify anything
>>>> prog.will take care of lennard-jones interactions. I have put charge
>>>> zero on all atom in TYPE B.
>>>>
>>>
>>> You shouldn't have to do make any modifications to the topology
>>> whatsoever, according to the documentation.  The "couple-lambda0" and
>>> "couple-lambda1"
>>> parameters should do the decoupling for you.
>>>
>>> -Justin
>>>
>>>
>>>
>>>> Nilesh
>>>>
>>>>
>>>>
>>>> On Sun, January 3, 2010 12:57 pm, Justin A. Lemkul wrote:
>>>>
>>>>
>>>>>
>>>>
>>>>>
>>>>> Nilesh Dhumal wrote:
>>>>>
>>>>>
>>>>>
>>>>>> THanks Justin.
>>>>>> I am using Groamcs 4.0.7 version. I will do more simulation with
>>>>>>  more lambada value betwen 0 to 0.1.
>>>>>
>>>>> I really think this is less significant than point #1 I mentioned
>>>>>  before. Be sure you are actually setting the relevant .mdp
>>>>> parameters (couple-lambda0,
>>>>> couple-lambda1, etc) as they will heavily influence the results.
>>>>> Leaving
>>>>> them as default (as you are doing, per the .mdp file you provided)
>>>>> may give you something other than what you want.
>>>>>
>>>>> And do consult the links I provided; they give excellent
>>>>> background on the nature of these calculations.
>>>>>
>>>>> -Justin
>>>>>
>>>>>
>>>>>
>>>>>
>>>>>> Thanks.
>>>>>> Nilesh
>>>>>>
>>>>>>
>>>>>>
>>>>>>
>>>>>> On Sun, January 3, 2010 12:39 pm, Justin A. Lemkul wrote:
>>>>>>
>>>>>>
>>>>>>
>>>>>>
>>>>>>> Nilesh Dhumal wrote:
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>> Hey All,
>>>>>>>> I am trying to calculate the solvation free energy of
>>>>>>>> glucose in ionic liquids. I am getting really large  value
>>>>>>>> for lamda=0 in vacuum and solvent as well. I am getting
>>>>>>>> final solvation energy value ~ 310 kJ/mol. Can you tell me
>>>>>>>> where I am   wrong.
>>>>>>>>
>>>>>>> There are several possibilities:
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> 1. Are you decoupling LJ and Coulombic interactions
>>>>>>> simultaneously? They should be done in separate steps, or else
>>>>>>> you get very large errors.
>>>>>>>
>>>>>>> 2. You probably need a lot more lambda points to properly
>>>>>>> define the curve.  For strongly hydrogen-bonding solutes, you
>>>>>>> should probably include closely-spaced points near lambda = 0
>>>>>>> (the
>>>>>>> fully-coupled state), like 0.005, 0.01, 0.015, etc. The curve
>>>>>>> from 0 to 0.1 will otherwise be ill-defined and prone to large
>>>>>>> errors.
>>>>>>>
>>>>>>> You also do not say which version of the code you are using.
>>>>>>> The
>>>>>>> free energy code has been tweaked in version 4.0 such that
>>>>>>> topology handling is different, and the procedure is actually
>>>>>>>  quite a bit more streamlined, given the .mdp options.
>>>>>>>
>>>>>>> Might I recommend:
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> http://www.alchemistry.org/wiki/index.php/Best_Practices
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> http://md.chem.rug.nl/education/Free-Energy_Course/index.html
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> -Justin
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>> Here I have pasted the the lamda value in vacuum and
>>>>>>>> solvent
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> Vacuum 		 Solvent
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> 0.0 527.16	0.0 4284.769
>>>>>>>> 0.1 74.119	0.1 161.606
>>>>>>>> 0.2 37.9665	0.2 -16.3176
>>>>>>>> 0.3 28.748	0.3 -52.488
>>>>>>>> 0.4 7.555	0.4 -4.3341
>>>>>>>> 0.5 1.495	0.5 6.996
>>>>>>>> 0.6 -4.796	0.6 155.485
>>>>>>>> 0.7 2.361	0.7 174.20
>>>>>>>> 0.8 3.69	0.8 193.016
>>>>>>>> 0.9 5.483	0.9  201.820
>>>>>>>> 0.92 6.391	0.92 211.79
>>>>>>>> 1.0 8.887	1.0  227.79
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> For each lamda value I equibrate the system for 1ns and run
>>>>>>>> the dynamics for 4 ns. here is dynamics file I used. pasted
>>>>>>>> the topology file at the end.
>>>>>>>>
>>>>>>>>
>>>>>>>> title               =  cpeptide MD cpp                 =
>>>>>>>> /usr/bin/cpp
>>>>>>>> constraints         =  none integrator          =  md dt =
>>>>>>>> 0.001
>>>>>>>> ; ps !
>>>>>>>> nsteps              =  4000000     ; total 5 ps. nstcomm =
>>>>>>>> 1
>>>>>>>> nstxout             =  50 nstvout             =  0 nstfout =
>>>>>>>>  0
>>>>>>>> nstlist             =  10 ns_type             =  grid rlist
>>>>>>>> =
>>>>>>>> 1.0
>>>>>>>> rcoulomb            =  1.0 rvdw                =  1.4
>>>>>>>> coulombtype = PME vdwtype             = cut-off pbc
>>>>>>>> = xyz
>>>>>>>> fourierspacing = 0.12 fourier_nx = 0 fourier_ny = 0
>>>>>>>> fourier_nz = 0 pme_order           = 4 ewald_rtol          =
>>>>>>>> 1e-5
>>>>>>>> optimize_fft        = yes ; Berendsen temperature coupling
>>>>>>>> is on Tcoupl = v-rescale tau_t = 0.1 tc-grps
>>>>>>>> =system ref_t =   350 ; Pressure coupling is  on
>>>>>>>> Pcoupl              = parrinello-rahman
>>>>>>>> pcoupltype          = isotropic tau_p               =  0.5
>>>>>>>> compressibility =  4.5e-5 ref_p               =  1.0 ;
>>>>>>>> Generate
>>>>>>>> velocites is on at 300 K. gen_vel             =  yes
>>>>>>>> gen_temp =  350.0 gen_seed =
>>>>>>>> 173529
>>>>>>>> free_energy         = yes init_lambda         = 0.00
>>>>>>>> sc-alpha = 0.6
>>>>>>>> sc_power            = 1
>>>>>>>>
>>>>>>>>
>>>>>>>> Thanks
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> Nilesh
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> Topology file (not pasted whole because of size)
>>>>>>>> ;
>>>>>>>> ;	File 'glu-ac.top' was generated
>>>>>>>> ;	By user: ndhumal (36026)
>>>>>>>> ;	On host: c20
>>>>>>>> ;	At date: Tue Dec 15 15:25:07 2009
>>>>>>>> ;
>>>>>>>> ;	This is your topology file
>>>>>>>> ;	Gromacs Runs One Microsecond At Cannonball Speeds
>>>>>>>> ;
>>>>>>>> ; Include forcefield parameters
>>>>>>>> #include "ffoplsaa.itp"
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> [ moleculetype ]
>>>>>>>> ; Name            nrexcl
>>>>>>>> Protein             3
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> [ atoms ]
>>>>>>>> ;   nr       type  resnr residue  atom   cgnr     charge
>>>>>>>> mass typeB chargeB      massB 1   opls_180      1    GUL
>>>>>>>> O
>>>>>>>> 1
>>>>>>>> -0.4    15.9994
>>>>>>>> opls_180  0.0    15.9994 2   opls_159      1    GUL     C2 2
>>>>>>>> 0.365     12.011
>>>>>>>> opls_159  0.0     12.011 3   opls_159      1    GUL     C3 2
>>>>>>>> 0.205     12.011
>>>>>>>> opls_159  0.0     12.011 4   opls_159      1    GUL     C4 2
>>>>>>>> 0.205     12.011
>>>>>>>> opls_159  0.0     12.011 5   opls_159      1    GUL     C5 2
>>>>>>>> 0.205     12.011
>>>>>>>> opls_159  0.0     12.011 6   opls_137      1    GUL     C6 2
>>>>>>>> 0.17     12.011
>>>>>>>> opls_137  0.0     12.011 7   opls_159      1    GUL     C7 2
>>>>>>>> 0.145     12.011
>>>>>>>> opls_159  0.0     12.011 8   opls_169      1    GUL     O8 3
>>>>>>>> -0.7    15.9994
>>>>>>>> opls_169  0.0    15.9994 9   opls_169      1    GUL     O9 3
>>>>>>>> -0.7    15.9994
>>>>>>>> opls_169  0.0    15.9994 10   opls_169      1    GUL    O10 3
>>>>>>>>  -0.7    15.9994
>>>>>>>> opls_169  0.0    15.9994 11   opls_169      1    GUL    O11 3
>>>>>>>>  -0.7    15.9994
>>>>>>>> opls_169  0.0    15.9994 12   opls_154      1    GUL    O12 3
>>>>>>>>  -0.683    15.9994
>>>>>>>> opls_154  0.0    15.9994 13   opls_140      1    GUL    H13 4
>>>>>>>>  0.1      1.008
>>>>>>>> opls_140  0.0      1.008 14   opls_140      1    GUL    H14 4
>>>>>>>>  0.06      1.008
>>>>>>>> opls_140  0.0      1.008 15   opls_140      1    GUL    H15 4
>>>>>>>>  0.06      1.008
>>>>>>>> opls_140  0.0      1.008 16   opls_140      1    GUL    H16 4
>>>>>>>>  0.06      1.008
>>>>>>>> opls_140  0.0      1.008 17   opls_140      1    GUL    H17 4
>>>>>>>>  0.03      1.008
>>>>>>>> opls_140  0.0      1.008 18   opls_155      1    GUL    H18 5
>>>>>>>>  0.435      1.008
>>>>>>>> opls_155  0.0      1.008 19   opls_155      1    GUL    H19 5
>>>>>>>>  0.435      1.008
>>>>>>>> opls_155  0.0      1.008 20   opls_155      1    GUL    H20 5
>>>>>>>>  0.435      1.008
>>>>>>>> opls_155  0.0      1.008 21   opls_155      1    GUL    H21 5
>>>>>>>>  0.435      1.008
>>>>>>>> opls_155  0.0      1.008 22   opls_140      1    GUL    H22 5
>>>>>>>>  0.06      1.008
>>>>>>>> opls_140  0.0      1.008 23   opls_140      1    GUL    H23 5
>>>>>>>>  0.06      1.008
>>>>>>>> opls_140  0.0      1.008 24   opls_155      1    GUL    H24 6
>>>>>>>>  0.418      1.008
>>>>>>>> opls_155  0.0      1.008 25   opls_561      2    EMI      C 7
>>>>>>>>  -0.13     12.011   ;
>>>>>>>> qtot -0.13 26   opls_561      2    EMI     C2      8
>>>>>>>> -0.13
>>>>>>>> 12.011   ;
>>>>>>>> qtot -0.26 27   opls_557      2    EMI     N3      9
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot -0.11 28   opls_558      2    EMI     C4     10
>>>>>>>> -0.11
>>>>>>>> 12.011   ;
>>>>>>>> qtot -0.22 29   opls_557      2    EMI     N5     11
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot -0.07 30   opls_135      2    EMI     C6     12
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot -0.24 31   opls_136      2    EMI     C7     13
>>>>>>>> -0.05
>>>>>>>> 12.011   ;
>>>>>>>> qtot -0.29 32   opls_135      2    EMI     C8     14
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot -0.46 33   opls_564      2    EMI     H9     15
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot -0.25 34   opls_564      2    EMI    H10     15
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot -0.04 35   opls_563      2    EMI    H11     15
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 0.17 36   opls_140      2    EMI    H12     16
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 0.3 37   opls_140      2    EMI    H13     16
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 0.43 38   opls_140      2    EMI    H14     16
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 0.56 39   opls_140      2    EMI    H15     17
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 0.69 40   opls_140      2    EMI    H16     17
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 0.82 41   opls_140      2    EMI    H17     18
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 0.88 42   opls_140      2    EMI    H18     18
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 0.94 43   opls_140      2    EMI    H19     18
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 1 44   opls_561      3    EMI      C     19      -0.13
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 0.87 45   opls_561      3    EMI     C2     20
>>>>>>>> -0.13
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 0.74 46   opls_557      3    EMI     N3     21
>>>>>>>> 0.15
>>>>>>>> 14.0067
>>>>>>>> ;
>>>>>>>> qtot 0.89 47   opls_558      3    EMI     C4     22
>>>>>>>> -0.11
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 0.78 48   opls_557      3    EMI     N5     23
>>>>>>>> 0.15
>>>>>>>> 14.0067
>>>>>>>> ;
>>>>>>>> qtot 0.93 49   opls_135      3    EMI     C6     24
>>>>>>>> -0.17
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 0.76 50   opls_136      3    EMI     C7     25
>>>>>>>> -0.05
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 0.71 51   opls_135      3    EMI     C8     26
>>>>>>>> -0.17
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 0.54 52   opls_564      3    EMI     H9     27
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 0.75 53   opls_564      3    EMI    H10     27
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 0.96 54   opls_563      3    EMI    H11     27
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 1.17 55   opls_140      3    EMI    H12     28
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 1.3 56   opls_140      3    EMI    H13     28
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 1.43 57   opls_140      3    EMI    H14     28
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 1.56 58   opls_140      3    EMI    H15     29
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 1.69 59   opls_140      3    EMI    H16     29
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 1.82 60   opls_140      3    EMI    H17     30
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 1.88 61   opls_140      3    EMI    H18     30
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 1.94 62   opls_140      3    EMI    H19     30
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 2 63   opls_561      4    EMI      C     31      -0.13
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 1.87 64   opls_561      4    EMI     C2     32
>>>>>>>> -0.13
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 1.74 65   opls_557      4    EMI     N3     33
>>>>>>>> 0.15
>>>>>>>> 14.0067
>>>>>>>> ;
>>>>>>>> qtot 1.89 66   opls_558      4    EMI     C4     34
>>>>>>>> -0.11
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 1.78 67   opls_557      4    EMI     N5     35
>>>>>>>> 0.15
>>>>>>>> 14.0067
>>>>>>>> ;
>>>>>>>> qtot 1.93 68   opls_135      4    EMI     C6     36
>>>>>>>> -0.17
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 1.76 69   opls_136      4    EMI     C7     37
>>>>>>>> -0.05
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 1.71 70   opls_135      4    EMI     C8     38
>>>>>>>> -0.17
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 1.54 71   opls_564      4    EMI     H9     39
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 1.75 72   opls_564      4    EMI    H10     39
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 1.96 73   opls_563      4    EMI    H11     39
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 2.17 74   opls_140      4    EMI    H12     40
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 2.3 75   opls_140      4    EMI    H13     40
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 2.43 76   opls_140      4    EMI    H14     40
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 2.56 77   opls_140      4    EMI    H15     41
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 2.69 78   opls_140      4    EMI    H16     41
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 2.82 79   opls_140      4    EMI    H17     42
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 2.88 80   opls_140      4    EMI    H18     42
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 2.94 81   opls_140      4    EMI    H19     42
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 3 82   opls_561      5    EMI      C     43      -0.13
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 2.87 83   opls_561      5    EMI     C2     44
>>>>>>>> -0.13
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 2.74 84   opls_557      5    EMI     N3     45
>>>>>>>> 0.15
>>>>>>>> 14.0067
>>>>>>>> ;
>>>>>>>> qtot 2.89 85   opls_558      5    EMI     C4     46
>>>>>>>> -0.11
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 2.78 86   opls_557      5    EMI     N5     47
>>>>>>>> 0.15
>>>>>>>> 14.0067
>>>>>>>> ;
>>>>>>>> qtot 2.93 87   opls_135      5    EMI     C6     48
>>>>>>>> -0.17
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 2.76 88   opls_136      5    EMI     C7     49
>>>>>>>> -0.05
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 2.71 89   opls_135      5    EMI     C8     50
>>>>>>>> -0.17
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 2.54 90   opls_564      5    EMI     H9     51
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 2.75 91   opls_564      5    EMI    H10     51
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 2.96 92   opls_563      5    EMI    H11     51
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 3.17 93   opls_140      5    EMI    H12     52
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 3.3 94   opls_140      5    EMI    H13     52
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 3.43 95   opls_140      5    EMI    H14     52
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 3.56 96   opls_140      5    EMI    H15     53
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 3.69 97   opls_140      5    EMI    H16     53
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 3.82 98   opls_140      5    EMI    H17     54
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 3.88 99   opls_140      5    EMI    H18     54
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 3.94 100   opls_140      5    EMI    H19     54
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 4 101   opls_561      6    EMI      C     55      -0.13
>>>>>>>>  12.011
>>>>>>>> ;
>>>>>>>> qtot 3.87 102   opls_561      6    EMI     C2     56
>>>>>>>> -0.13
>>>>>>>> 12.011   ;
>>>>>>>> qtot 3.74 103   opls_557      6    EMI     N3     57
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 3.89 104   opls_558      6    EMI     C4     58
>>>>>>>> -0.11
>>>>>>>> 12.011   ;
>>>>>>>> qtot 3.78 105   opls_557      6    EMI     N5     59
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 3.93 106   opls_135      6    EMI     C6     60
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 3.76 107   opls_136      6    EMI     C7     61
>>>>>>>> -0.05
>>>>>>>> 12.011   ;
>>>>>>>> qtot 3.71 108   opls_135      6    EMI     C8     62
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 3.54 109   opls_564      6    EMI     H9     63
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 3.75 110   opls_564      6    EMI    H10     63
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 3.96 111   opls_563      6    EMI    H11     63
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 4.17 112   opls_140      6    EMI    H12     64
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 4.3 113   opls_140      6    EMI    H13     64
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 4.43 114   opls_140      6    EMI    H14     64
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 4.56 115   opls_140      6    EMI    H15     65
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 4.69 116   opls_140      6    EMI    H16     65
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 4.82 117   opls_140      6    EMI    H17     66
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 4.88 118   opls_140      6    EMI    H18     66
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 4.94 119   opls_140      6    EMI    H19     66
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 5 120   opls_561      7    EMI      C     67      -0.13
>>>>>>>>  12.011
>>>>>>>> ;
>>>>>>>> qtot 4.87 121   opls_561      7    EMI     C2     68
>>>>>>>> -0.13
>>>>>>>> 12.011   ;
>>>>>>>> qtot 4.74 122   opls_557      7    EMI     N3     69
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 4.89 123   opls_558      7    EMI     C4     70
>>>>>>>> -0.11
>>>>>>>> 12.011   ;
>>>>>>>> qtot 4.78 124   opls_557      7    EMI     N5     71
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 4.93 125   opls_135      7    EMI     C6     72
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 4.76 126   opls_136      7    EMI     C7     73
>>>>>>>> -0.05
>>>>>>>> 12.011   ;
>>>>>>>> qtot 4.71 127   opls_135      7    EMI     C8     74
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 4.54 128   opls_564      7    EMI     H9     75
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 4.75 129   opls_564      7    EMI    H10     75
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 4.96 130   opls_563      7    EMI    H11     75
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 5.17 131   opls_140      7    EMI    H12     76
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 5.3 132   opls_140      7    EMI    H13     76
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 5.43 133   opls_140      7    EMI    H14     76
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 5.56 134   opls_140      7    EMI    H15     77
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 5.69 135   opls_140      7    EMI    H16     77
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 5.82 136   opls_140      7    EMI    H17     78
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 5.88 137   opls_140      7    EMI    H18     78
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 5.94 138   opls_140      7    EMI    H19     78
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 6 139   opls_561      8    EMI      C     79      -0.13
>>>>>>>>  12.011
>>>>>>>> ;
>>>>>>>> qtot 5.87 140   opls_561      8    EMI     C2     80
>>>>>>>> -0.13
>>>>>>>> 12.011   ;
>>>>>>>> qtot 5.74 141   opls_557      8    EMI     N3     81
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 5.89 142   opls_558      8    EMI     C4     82
>>>>>>>> -0.11
>>>>>>>> 12.011   ;
>>>>>>>> qtot 5.78 143   opls_557      8    EMI     N5     83
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 5.93 144   opls_135      8    EMI     C6     84
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 5.76 145   opls_136      8    EMI     C7     85
>>>>>>>> -0.05
>>>>>>>> 12.011   ;
>>>>>>>> qtot 5.71 146   opls_135      8    EMI     C8     86
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 5.54 147   opls_564      8    EMI     H9     87
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 5.75 148   opls_564      8    EMI    H10     87
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 5.96 149   opls_563      8    EMI    H11     87
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 6.17 150   opls_140      8    EMI    H12     88
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 6.3 151   opls_140      8    EMI    H13     88
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 6.43 152   opls_140      8    EMI    H14     88
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 6.56 153   opls_140      8    EMI    H15     89
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 6.69 154   opls_140      8    EMI    H16     89
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 6.82 155   opls_140      8    EMI    H17     90
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 6.88 156   opls_140      8    EMI    H18     90
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 6.94 157   opls_140      8    EMI    H19     90
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 7 158   opls_561      9    EMI      C     91      -0.13
>>>>>>>>  12.011
>>>>>>>> ;
>>>>>>>> qtot 6.87 159   opls_561      9    EMI     C2     92
>>>>>>>> -0.13
>>>>>>>> 12.011   ;
>>>>>>>> qtot 6.74 160   opls_557      9    EMI     N3     93
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 6.89 161   opls_558      9    EMI     C4     94
>>>>>>>> -0.11
>>>>>>>> 12.011   ;
>>>>>>>> qtot 6.78 162   opls_557      9    EMI     N5     95
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 6.93 163   opls_135      9    EMI     C6     96
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 6.76 164   opls_136      9    EMI     C7     97
>>>>>>>> -0.05
>>>>>>>> 12.011   ;
>>>>>>>> qtot 6.71 165   opls_135      9    EMI     C8     98
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 6.54 166   opls_564      9    EMI     H9     99
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 6.75 167   opls_564      9    EMI    H10     99
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 6.96 168   opls_563      9    EMI    H11     99
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 7.17 169   opls_140      9    EMI    H12    100
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 7.3 170   opls_140      9    EMI    H13    100
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 7.43 171   opls_140      9    EMI    H14    100
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 7.56 172   opls_140      9    EMI    H15    101
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 7.69 173   opls_140      9    EMI    H16    101
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 7.82 174   opls_140      9    EMI    H17    102
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 7.88 175   opls_140      9    EMI    H18    102
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 7.94 176   opls_140      9    EMI    H19    102
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 8 177   opls_561     10    EMI      C    103      -0.13
>>>>>>>>  12.011
>>>>>>>> ;
>>>>>>>> qtot 7.87 178   opls_561     10    EMI     C2    104
>>>>>>>> -0.13
>>>>>>>> 12.011   ;
>>>>>>>> qtot 7.74 179   opls_557     10    EMI     N3    105
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 7.89 180   opls_558     10    EMI     C4    106
>>>>>>>> -0.11
>>>>>>>> 12.011   ;
>>>>>>>> qtot 7.78 181   opls_557     10    EMI     N5    107
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 7.93 182   opls_135     10    EMI     C6    108
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 7.76 183   opls_136     10    EMI     C7    109
>>>>>>>> -0.05
>>>>>>>> 12.011   ;
>>>>>>>> qtot 7.71 184   opls_135     10    EMI     C8    110
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 7.54 185   opls_564     10    EMI     H9    111
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 7.75 186   opls_564     10    EMI    H10    111
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 7.96 187   opls_563     10    EMI    H11    111
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 8.17 188   opls_140     10    EMI    H12    112
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 8.3 189   opls_140     10    EMI    H13    112
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 8.43 190   opls_140     10    EMI    H14    112
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 8.56 191   opls_140     10    EMI    H15    113
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 8.69 192   opls_140     10    EMI    H16    113
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 8.82 193   opls_140     10    EMI    H17    114
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 8.88 194   opls_140     10    EMI    H18    114
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 8.94 195   opls_140     10    EMI    H19    114
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 9 196   opls_561     11    EMI      C    115      -0.13
>>>>>>>>  12.011
>>>>>>>> ;
>>>>>>>> qtot 8.87 197   opls_561     11    EMI     C2    116
>>>>>>>> -0.13
>>>>>>>> 12.011   ;
>>>>>>>> qtot 8.74 198   opls_557     11    EMI     N3    117
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 8.89 199   opls_558     11    EMI     C4    118
>>>>>>>> -0.11
>>>>>>>> 12.011   ;
>>>>>>>> qtot 8.78 200   opls_557     11    EMI     N5    119
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 8.93 201   opls_135     11    EMI     C6    120
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 8.76 202   opls_136     11    EMI     C7    121
>>>>>>>> -0.05
>>>>>>>> 12.011   ;
>>>>>>>> qtot 8.71 203   opls_135     11    EMI     C8    122
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 8.54 204   opls_564     11    EMI     H9    123
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 8.75 205   opls_564     11    EMI    H10    123
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 8.96 206   opls_563     11    EMI    H11    123
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 9.17 207   opls_140     11    EMI    H12    124
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 9.3 208   opls_140     11    EMI    H13    124
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 9.43 209   opls_140     11    EMI    H14    124
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 9.56 210   opls_140     11    EMI    H15    125
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 9.69 211   opls_140     11    EMI    H16    125
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 9.82 212   opls_140     11    EMI    H17    126
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 9.88 213   opls_140     11    EMI    H18    126
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 9.94 214   opls_140     11    EMI    H19    126
>>>>>>>> 0.06
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 10 215   opls_561     12    EMI      C    127
>>>>>>>> -0.13
>>>>>>>> 12.011
>>>>>>>> ;
>>>>>>>> qtot 9.87 216   opls_561     12    EMI     C2    128
>>>>>>>> -0.13
>>>>>>>> 12.011   ;
>>>>>>>> qtot 9.74 217   opls_557     12    EMI     N3    129
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 9.89 218   opls_558     12    EMI     C4    130
>>>>>>>> -0.11
>>>>>>>> 12.011   ;
>>>>>>>> qtot 9.78 219   opls_557     12    EMI     N5    131
>>>>>>>> 0.15
>>>>>>>> 14.0067   ;
>>>>>>>> qtot 9.93 220   opls_135     12    EMI     C6    132
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 9.76 221   opls_136     12    EMI     C7    133
>>>>>>>> -0.05
>>>>>>>> 12.011   ;
>>>>>>>> qtot 9.71 222   opls_135     12    EMI     C8    134
>>>>>>>> -0.17
>>>>>>>> 12.011   ;
>>>>>>>> qtot 9.54 223   opls_564     12    EMI     H9    135
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 9.75 224   opls_564     12    EMI    H10    135
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 9.96 225   opls_563     12    EMI    H11    135
>>>>>>>> 0.21
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 10.17 226   opls_140     12    EMI    H12    136
>>>>>>>> 0.13
>>>>>>>> 1.008   ;
>>>>>>>> qtot 10.3 227   opls_140     12    EMI    H13    136
>>>>>>>> 0.13
>>>>>>>> 1.008
>>>>>>>> ;
>>>>>>>> qtot 10.43 228   opls_140     12    EMI    H14    136
>>>>>>>> 0.13
>>>>>>>> 1.008   ;
>>>>>>>> qtot 10.56 229   opls_140     12    EMI    H15    137
>>>>>>>> 0.13
>>>>>>>> 1.008   ;
>>>>>>>> qtot 10.69 230   opls_140     12    EMI    H16    137
>>>>>>>> 0.13
>>>>>>>> 1.008   ;
>>>>>>>> qtot 10.82 231   opls_140     12    EMI    H17    138
>>>>>>>> 0.06
>>>>>>>> 1.008   ;
>>>>>>>> qtot 10.88 232   opls_140     12    EMI    H18    138
>>>>>>>> 0.06
>>>>>>>> 1.008   ;
>>>>>>>> qtot 10.94 233   opls_140     12    EMI    H19    138
>>>>>>>> 0.06
>>>>>>>> 1.008   ;
>>>>>>>> qtot 11
>>>>>>>>
>>>>>>> --
>>>>>>> ========================================
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> Justin A. Lemkul
>>>>>>> Ph.D. Candidate
>>>>>>> ICTAS Doctoral Scholar
>>>>>>> MILES-IGERT Trainee
>>>>>>> Department of Biochemistry
>>>>>>> Virginia Tech
>>>>>>> Blacksburg, VA
>>>>>>> jalemkul[at]vt.edu | (540) 231-9080
>>>>>>> http://www.bevanlab.biochem.vt.edu/Pages/Personal/justin
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> ========================================
>>>>>>> --
>>>>>>> gmx-users mailing list    gmx-users at gromacs.org
>>>>>>> http://lists.gromacs.org/mailman/listinfo/gmx-users
>>>>>>> Please search the archive at http://www.gromacs.org/search
>>>>>>> before posting! Please don't post (un)subscribe requests to
>>>>>>> the list. Use the www interface or send it to
>>>>>>> gmx-users-request at gromacs.org. Can't
>>>>>>> post? Read http://www.gromacs.org/mailing_lists/users.php
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>
>>>>>>
>>>>>>
>>>>>
>>>>> --
>>>>> ========================================
>>>>>
>>>>>
>>>>>
>>>>>
>>>>> Justin A. Lemkul
>>>>> Ph.D. Candidate
>>>>> ICTAS Doctoral Scholar
>>>>> MILES-IGERT Trainee
>>>>> Department of Biochemistry
>>>>> Virginia Tech
>>>>> Blacksburg, VA
>>>>> jalemkul[at]vt.edu | (540) 231-9080
>>>>> http://www.bevanlab.biochem.vt.edu/Pages/Personal/justin
>>>>>
>>>>>
>>>>>
>>>>>
>>>>> ========================================
>>>>> --
>>>>> gmx-users mailing list    gmx-users at gromacs.org
>>>>> http://lists.gromacs.org/mailman/listinfo/gmx-users
>>>>> Please search the archive at http://www.gromacs.org/search before
>>>>> posting! Please don't post (un)subscribe requests to the list. Use
>>>>> the www interface or send it to gmx-users-request at gromacs.org.
>>>>> Can't
>>>>> post? Read http://www.gromacs.org/mailing_lists/users.php
>>>>>
>>>>>
>>>>>
>>>>>
>>>>
>>>>
>>>>
>>>
>>> --
>>> ========================================
>>>
>>>
>>>
>>> Justin A. Lemkul
>>> Ph.D. Candidate
>>> ICTAS Doctoral Scholar
>>> MILES-IGERT Trainee
>>> Department of Biochemistry
>>> Virginia Tech
>>> Blacksburg, VA
>>> jalemkul[at]vt.edu | (540) 231-9080
>>> http://www.bevanlab.biochem.vt.edu/Pages/Personal/justin
>>>
>>>
>>>
>>> ========================================
>>> --
>>> gmx-users mailing list    gmx-users at gromacs.org
>>> http://lists.gromacs.org/mailman/listinfo/gmx-users
>>> Please search the archive at http://www.gromacs.org/search before
>>> posting! Please don't post (un)subscribe requests to the list. Use the
>>>  www interface or send it to gmx-users-request at gromacs.org. Can't
>>> post? Read http://www.gromacs.org/mailing_lists/users.php
>>>
>>>
>>>
>>>
>>
>>
>>
>
> --
> ========================================
>
>
> Justin A. Lemkul
> Ph.D. Candidate
> ICTAS Doctoral Scholar
> MILES-IGERT Trainee
> Department of Biochemistry
> Virginia Tech
> Blacksburg, VA
> jalemkul[at]vt.edu | (540) 231-9080
> http://www.bevanlab.biochem.vt.edu/Pages/Personal/justin
>
>
> ========================================
> --
> gmx-users mailing list    gmx-users at gromacs.org
> http://lists.gromacs.org/mailman/listinfo/gmx-users
> Please search the archive at http://www.gromacs.org/search before posting!
>  Please don't post (un)subscribe requests to the list. Use the
> www interface or send it to gmx-users-request at gromacs.org. Can't post? Read
> http://www.gromacs.org/mailing_lists/users.php
>
>
>





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