Dear Justine,

Then my guess is you don't have a PBC problem, but perhaps a convergence problem. You're only analyzing 1 ns of data; I don't know what implication that will have for your outcome.

I have read about this problem and some people suggested that my box expanded a lot means I have a gas phase. I check the density It was fine.

I have done the same kind of analysis using the same procedure for part of the molecule and it converged very well to 1. But for the entire surfactant it did not converge to one (approx to zero)...... Do you think this is an artifact or else.

If I discard these values below 1 .... what is the implication? What will be then my justification for that.

I will be happy as well if other people comment on this topic.

WHY my RDF converge to zero not 1.

Rob







Quoting "Justin A. Lemkul" <[email protected]>:



[email protected] wrote:

Dear Justine,

I have tried every thing but the g_rdf of my surfactant molecules ....
Surfactant = PAP

PAP-PAP .. RDF looks like this..
     0            0
    0.002          0
    0.004          0
    0.006          0
    0.008          0
     0.01          0
    0.012          0
    0.014          0
    0.016          0
    0.018          0
     0.02          0
    0.022          0
    0.024          0
    0.026          0
    0.028          0
     0.03          0
    0.032          0
    0.034          0
    0.036          0
    0.038          0
     0.04          0
    0.042          0
    0.044          0
    0.046          0
    0.048          0
     0.05          0
    0.052          0
    0.054          0
    0.056          0
    0.058          0
     0.06          0
    0.062          0
    0.064          0
    0.066          0
    0.068          0
     0.07          0
    0.072          0
    0.074          0
    0.076          0
    0.078          0
     0.08          0
    0.082          0
    0.084          0
    0.086          0
    0.088          0
     0.09          0
    0.092          0
    0.094          0
    0.096          0
    0.098          0
      0.1          0
    0.102          0
    0.104          0
    0.106          0
    0.108          0
     0.11          0
    0.112          0
    0.114          0
    0.116          0
    0.118          0
     0.12          0
    0.122          0
    0.124  0.0386708
    0.126          0
    0.128          0
     0.13          0
    0.132          0
    0.134          0
    0.136          0
    0.138  0.0312225
     0.14          0
    0.142  0.0294884
    0.144          0
    0.146          0
    0.148          0
     0.15          0
    0.152          0
    0.154   0.050144
    0.156          0
    0.158   0.047637
     0.16  0.0464535
    0.162   0.022657
    0.164  0.0221076
    0.166  0.0215781
    0.168  0.0632021
     0.17  0.0617243
    0.172  0.0803955
    0.174  0.0392791
    0.176  0.0767833
    0.178   0.112601
     0.18   0.165168
    0.182  0.0718038
    0.184    0.12294
    0.186   0.171872
    0.188   0.117764
     0.19  0.0988267
    0.192  0.0645195
    0.194   0.205385
    0.196    0.17026
    0.198   0.121336
      0.2   0.178384
    0.202   0.145723
    0.204   0.257183
    0.206   0.196166
    0.208   0.261133
     0.21   0.350562
    0.212     0.2646
    0.214   0.324599
    0.216   0.382335
    0.218   0.450424
     0.22   0.491411
    0.222   0.591186
    0.224   0.533271
    0.226   0.651932
    0.228   0.834996
     0.23    1.19148
    0.232    1.95537
    0.234    2.38904
    0.236    3.52306
    0.238    4.37741
     0.24    5.56415
    0.242    6.89399
    0.244    8.25963
    0.246    10.1401
    0.248    10.5862
     0.25    11.5687
    0.252    11.9851
    0.254    12.3869
    0.256     11.786
    0.258    11.3537
     0.26    10.8894
    0.262    10.1434
    0.264    9.45289
    0.266    8.20198
    0.268    7.95582
     0.27    7.26746
    0.272    7.00034
    0.274    6.43903
    0.276    6.16654
    0.278    6.10889
     0.28    6.47701
    0.282    6.68453
    0.284    7.12153
    0.286    7.97467
    0.288    8.63126
     0.29    9.60143
    0.292    10.5722
    0.294    11.6465
    0.296    12.6569
    0.298     14.349
      0.3    15.1626
    0.302    16.1753
    0.304    16.5934
    0.306    17.2663
    0.308    18.0833
     0.31    18.3891
    0.312    19.2229
    0.314    19.0814
    0.316    19.8116
    0.318    19.5628
     0.32    21.2178
    0.322    20.5652
    0.324    21.5411
    0.326    21.5295
    0.328    21.4391
     0.33    22.2337
    0.332    22.1936
    0.334    22.6958
    0.336    22.5159
    0.338    23.9627
     0.34    24.1445
    0.342    24.5645
    0.344    25.3701
    0.346    25.3908
    0.348    26.6904
     0.35    27.0803
    0.352    27.5124
    0.354    30.0258
    0.356    30.3648
    0.358    30.5508
     0.36    31.3087
    0.362    32.5661
    0.364    33.0299
    0.366    33.3802
    0.368    33.9448
     0.37    35.4638
    0.372    36.3684
    0.374    38.6968
    0.376    42.1603
    0.378    46.8835
     0.38    55.6397
    0.382    63.6524
    0.384    70.6934
    0.386    72.4445
    0.388    68.5321
     0.39    63.1321
    0.392    59.9827
    0.394    59.5433
    0.396    59.5346
    0.398    59.6736
      0.4    60.1412
    0.402    63.2898
    0.404    68.8691

     -
     -
     -
     -
     -
     -

3.618    1.49702
     3.62    1.49392
    3.622    1.49265
    3.624    1.47739
    3.626    1.48502
    3.628    1.49045
     3.63    1.47957
    3.632    1.48315
    3.634    1.47226
    3.636    1.47088
    3.638    1.47169
     3.64    1.47815
    3.642    1.45689
    3.644    1.44958
    3.646    1.46132
    3.648    1.45749
     3.65    1.45743
    3.652    1.45316
    3.654    1.44515
    3.656    1.43456
    3.658    1.45053
     3.66    1.42725
    3.662    1.42837
    3.664    1.42375
    3.666    1.43557
    3.668    1.41623
     3.67    1.41688
    3.672     1.4284
    3.674    1.39468
    3.676    1.41252
    3.678    1.41158
     3.68    1.42698
    3.682    1.39971
    3.684    1.40453
    3.686    1.40363
    3.688    1.38676
     3.69     1.3831
    3.692    1.39389
    3.694    1.38261
    3.696    1.38849
    3.698    1.39562
      3.7    1.37748
    3.702     1.3559
    3.704    1.38009
    3.706    1.37901
    3.708    1.36219
     3.71    1.36057
    3.712    1.34968
    3.714    1.35544
    3.716    1.35059
    3.718    1.34517
     3.72    1.35307
    3.722    1.33468
    3.724    1.33697
    3.726    1.32972
    3.728    1.35317
     3.73    1.34359
    3.732    1.33036
    3.734    1.32676
    3.736    1.32371
    3.738    1.31825
     3.74    1.30929
    3.742    1.31097
    3.744    1.29373
    3.746    1.30557
    3.748    1.31186
     3.75    1.30615
    3.752    1.29304
    3.754    1.30105
    3.756    1.28575
    3.758    1.29182
     3.76    1.27846
    3.762    1.29297
    3.764    1.27195
    3.766    1.27255
    3.768    1.27472
     3.77    1.26995
    3.772    1.26761
    3.774    1.24985
    3.776    1.26267
    3.778    1.25907
     3.78    1.25731
    3.782    1.24681
    3.784    1.24505
    3.786    1.25134
    3.788    1.24811
     3.79    1.24578
    3.792    1.23609
    3.794    1.23061
    3.796    1.22387
    3.798    1.23296
      3.8    1.22636
    3.802    1.23006
    3.804    1.19768
    3.806    1.22099
    3.808    1.20974
     3.81    1.21327
    3.812    1.20263
    3.814    1.19753
    3.816    1.19019
    3.818    1.19533
     3.82    1.19154
    3.822    1.19894
    3.824    1.19425
    3.826    1.19786
    3.828    1.18763
     3.83     1.1856
    3.832    1.17327
    3.834     1.1841
    3.836     1.1705
    3.838    1.16918
     3.84    1.16837
    3.842    1.16476
    3.844    1.16393
    3.846    1.15772
    3.848    1.15619
     3.85    1.14672
    3.852    1.15073
    3.854    1.14239
    3.856    1.13708
    3.858    1.12996
     3.86    1.14463
    3.862    1.11898
    3.864    1.12187
    3.866    1.11642
    3.868    1.12246
     3.87    1.12548
    3.872    1.11631
    3.874    1.11326
    3.876    1.10855
    3.878    1.11599
     3.88     1.1087
    3.882    1.09331
    3.884    1.09874
    3.886    1.09685
    3.888    1.09971
     3.89    1.10151
    3.892    1.09531
    3.894    1.08087
    3.896    1.07741
    3.898    1.08176
      3.9    1.06993
    3.902    1.07141
    3.904    1.06588
    3.906    1.06933
    3.908    1.06166
     3.91     1.0674
    3.912     1.0484
    3.914    1.05787
    3.916     1.0477
    3.918    1.04269
     3.92    1.04876
    3.922    1.03885
    3.924    1.04079
    3.926    1.04169
    3.928    1.04109
     3.93     1.0364
    3.932    1.03547
    3.934    1.01927
    3.936    1.02606
    3.938     1.0213
     3.94    1.02079
    3.942    1.00924
    3.944    1.00848
    3.946    1.00971
    3.948    1.01064
     3.95   0.996613
    3.952   0.996559
    3.954   0.996959
    3.956   0.998992
    3.958    0.98474
     3.96   0.988146
    3.962    0.99238
    3.964   0.998688
    3.966   0.982488
    3.968   0.964017
     3.97   0.970145
    3.972   0.974564
    3.974   0.966096
    3.976    0.96833
    3.978   0.957817
     3.98   0.960695
    3.982   0.948339
    3.984   0.954437
    3.986   0.949187
    3.988   0.949588
     3.99   0.932854
    3.992   0.943381
    3.994   0.943342
    3.996   0.935859
    3.998   0.925329
        4   0.930935
    4.002   0.930638
    4.004   0.915742
    4.006   0.916356
    4.008   0.914661
     4.01   0.913785
    4.012   0.912741
    4.014   0.914998
    4.016   0.915678
    4.018   0.915294
     4.02    0.90147
    4.022   0.895573
    4.024   0.897313
    4.026   0.881787
    4.028   0.887577
     4.03   0.890193
    4.032   0.892145
    4.034    0.88283
    4.036   0.885348
    4.038   0.876876
     4.04   0.872154
    4.042   0.876419
    4.044   0.878118
    4.046   0.865789
    4.048   0.870954
     4.05   0.868049
    4.052   0.862877
    4.054   0.858095
    4.056   0.851822
    4.058   0.855818
     4.06   0.853619
    4.062   0.842873
    4.064    0.84844
    4.066   0.845933
    4.068   0.837848
     4.07   0.833639
    4.072   0.837754
    4.074   0.830918
    4.076   0.830175
    4.078   0.825299
     4.08   0.818966
    4.082   0.820927
    4.084   0.818022
    4.086   0.812026
    4.088   0.804889
     4.09   0.815197
    4.092   0.807292
    4.094   0.810965
    4.096   0.800183
    4.098   0.793872
      4.1   0.807127
    4.102   0.789674
    4.104   0.795408
    4.106   0.798583
    4.108    0.79196
     4.11   0.786059
    4.112   0.787969
    4.114   0.775823
    4.116   0.779488
    4.118   0.777093
     4.12   0.781073
    4.122   0.771884
    4.124   0.775363
    4.126   0.766022
    4.128   0.766019
     4.13   0.763528
    4.132   0.759282
    4.134   0.761387
    4.136   0.750792
    4.138   0.755269
     4.14   0.748107
    4.142   0.744142
    4.144   0.741016
    4.146   0.746871
    4.148   0.737341
     4.15   0.730139
    4.152   0.727265
    4.154   0.742743
    4.156   0.726984
    4.158   0.725515
     4.16   0.711536
    4.162   0.731623
    4.164   0.703933
    4.166   0.721472
    4.168   0.716057
     4.17   0.720965
    4.172   0.719051
    4.174   0.704044
    4.176   0.701346
    4.178   0.696225
     4.18   0.700132
    4.182   0.701525
    4.184   0.697064
    4.186   0.700028
    4.188   0.697499
     4.19   0.687055
    4.192   0.677398
    4.194   0.682056
    4.196   0.684369
    4.198   0.678339
      4.2   0.673119
    4.202    0.67668
    4.204   0.678804
    4.206   0.668657
    4.208   0.666873
     4.21   0.661783
    4.212   0.662844
    4.214   0.666264
    4.216   0.664936
    4.218   0.659085
     4.22   0.657377
    4.222   0.647065
    4.224   0.643763
    4.226    0.65035
    4.228    0.64951
     4.23   0.644331
    4.232   0.642256
    4.234   0.638672
    4.236   0.641769
    4.238   0.645202
     4.24   0.637489
    4.242   0.628153
    4.244   0.624075
    4.246   0.627562
    4.248   0.624409
     4.25   0.622008
    4.252   0.617578
    4.254   0.618082
    4.256   0.616705
    4.258   0.620233
     4.26   0.613723
    4.262   0.613542
    4.264   0.606722
    4.266   0.601474
    4.268   0.602512
     4.27   0.610145
    4.272   0.603124
    4.274   0.598812
    4.276   0.588374
    4.278    0.59133
     4.28   0.586432
    4.282   0.587866
    4.284   0.585618
    4.286   0.573144
    4.288    0.57663
     4.29   0.578556
    4.292    0.57521
    4.294   0.580931
    4.296    0.56578
    4.298   0.561448
      4.3   0.573121
    4.302   0.573457
    4.304   0.563928
    4.306   0.560218
    4.308   0.555828
     4.31   0.556358
    4.312   0.563511
    4.314   0.557304
    4.316   0.561251
    4.318   0.545093
     4.32   0.550265
    4.322   0.540745
    4.324   0.536129
    4.326   0.552832
    4.328   0.548235
     4.33   0.537861
    4.332   0.535545
    4.334   0.528127
    4.336   0.535767
    4.338   0.529951
     4.34   0.528368
    4.342   0.523278
    4.344   0.520704
    4.346   0.527159
    4.348    0.52593
     4.35   0.525731
    4.352   0.519521
    4.354   0.513252
    4.356    0.51457
    4.358   0.518719
     4.36   0.510497
    4.362   0.509598
    4.364   0.506181
    4.366   0.504419
    4.368   0.497795
     4.37   0.500966
    4.372   0.504876
    4.374   0.489321
    4.376   0.507235
    4.378   0.493448
     4.38   0.496172
    4.382   0.491397
    4.384   0.482856
    4.386   0.491271
    4.388   0.480308
     4.39   0.481918
    4.392   0.488769
    4.394   0.475618
    4.396   0.478773
    4.398   0.479026
      4.4   0.476978
    4.402   0.470825
    4.404   0.481324
    4.406   0.466229
    4.408    0.46433
     4.41   0.463153
    4.412   0.461773
    4.414   0.452375
    4.416   0.457859
    4.418   0.460082
     4.42   0.454811
    4.422   0.463698
    4.424    0.45372
    4.426   0.451355
    4.428     0.4544
     4.43   0.444576
    4.432   0.445647
    4.434   0.440643
    4.436   0.442069
    4.438   0.442747
     4.44   0.437023
    4.442   0.434889
    4.444   0.440704
    4.446   0.432446
    4.448   0.432088
     4.45   0.428407
    4.452   0.428726
    4.454   0.427902
    4.456   0.426622
    4.458   0.420097
     4.46   0.424059
    4.462   0.423266
    4.464   0.425177
    4.466   0.418946
    4.468   0.417772
     4.47   0.417076
    4.472   0.413366
    4.474   0.405287
    4.476   0.406673
    4.478   0.406363
     4.48   0.400713
    4.482   0.403016
    4.484   0.409838
    4.486   0.404124
    4.488   0.398131
     4.49   0.400173
    4.492   0.407882
    4.494   0.397001
    4.496   0.396174
    4.498   0.397463
      4.5   0.397709
    4.502   0.390852
    4.504   0.386567
    4.506    0.38765
    4.508   0.390087
     4.51   0.382283
    4.512   0.375047
    4.514   0.377796
    4.516    0.38053
    4.518   0.377125
     4.52   0.376932
    4.522    0.37867
    4.524   0.369377
    4.526   0.365101
    4.528   0.372542
     4.53   0.370364
    4.532   0.366127
    4.534   0.366403
    4.536   0.363976
    4.538   0.369198
     4.54   0.357528
    4.542   0.364936
    4.544   0.356557
    4.546   0.354742
    4.548   0.356217
     4.55   0.352334
    4.552   0.356217
    4.554   0.349794
    4.556   0.354308
    4.558   0.352529
     4.56   0.349079
    4.562   0.346863
    4.564   0.348607
    4.566   0.344551
    4.568   0.336456
     4.57   0.344059
    4.572   0.342846
    4.574   0.343857
    4.576   0.342621
    4.578   0.337633
     4.58   0.332792
    4.582   0.330428
    4.584   0.335745
    4.586   0.331965
    4.588   0.332565
     4.59   0.327592
    4.592   0.324987
    4.594   0.325261
    4.596   0.323394
    4.598   0.321757
      4.6   0.320289
    4.602   0.324011
    4.604   0.317495
    4.606   0.319709
    4.608    0.31597
     4.61   0.309665
    4.612   0.311883
    4.614   0.310811
    4.616   0.309345
    4.618   0.309076
     4.62   0.306849
    4.622   0.306059
    4.624   0.302499
    4.626   0.305746
    4.628   0.302484
     4.63   0.299231
    4.632   0.300029
    4.634   0.298585
    4.636   0.299477
    4.638   0.299858
     4.64   0.296264
    4.642   0.294672
    4.644   0.293695
    4.646   0.289712
    4.648   0.290992
     4.65   0.290417
    4.652   0.288514
    4.654   0.283104
    4.656   0.283552
    4.658    0.28347
     4.66   0.290235
    4.662   0.285285
    4.664   0.277959
    4.666   0.279521
    4.668   0.273256
     4.67   0.277063
    4.672   0.276483
    4.674   0.268187
    4.676   0.271514
    4.678   0.268644
     4.68   0.271048
    4.682    0.26606
    4.684   0.275102
    4.686   0.267121
    4.688   0.266818
     4.69    0.26788
    4.692   0.264629
    4.694   0.264184
    4.696   0.267243
    4.698   0.259231
      4.7   0.262627
    4.702   0.259008
    4.704   0.256346
    4.706    0.25399
    4.708   0.255914
     4.71   0.255821
    4.712   0.254408
    4.714   0.250453
    4.716    0.24994
    4.718   0.252659
     4.72   0.248023
    4.722   0.250594
    4.724    0.24799
    4.726   0.247123
    4.728    0.24647
     4.73   0.240303
    4.732   0.242484
    4.734   0.238625
    4.736   0.239147
    4.738   0.233552
     4.74   0.238918
    4.742   0.236821
    4.744   0.234888
    4.746   0.236861
    4.748   0.233715
     4.75   0.232752
    4.752    0.23089
    4.754   0.229704
    4.756   0.231364
    4.758   0.230899
     4.76   0.231003
    4.762    0.22809
    4.764   0.228475
    4.766   0.221141
    4.768   0.228355
     4.77   0.227719
    4.772   0.221959
    4.774   0.220529
    4.776   0.217598
    4.778   0.221624
     4.78   0.219706
    4.782   0.219037
    4.784   0.221091
    4.786   0.215576
    4.788   0.214745
     4.79   0.212482
    4.792   0.214316
    4.794   0.213902
    4.796   0.215149
    4.798   0.207367
      4.8   0.212391
    4.802   0.212657
    4.804   0.211209
    4.806   0.206088
    4.808   0.205848
     4.81    0.20539
    4.812    0.20463
    4.814   0.205654
    4.816   0.201655
    4.818   0.199889
     4.82   0.203828
    4.822   0.200193
    4.824   0.203232
    4.826   0.197828
    4.828   0.197051
     4.83   0.195867
    4.832   0.197971
    4.834   0.192717
    4.836   0.194464
    4.838   0.195964
     4.84   0.193304
    4.842   0.190948
    4.844    0.19491
    4.846   0.192267
    4.848   0.193662
     4.85   0.185335
    4.852   0.187522
    4.854   0.186923
    4.856   0.185904
    4.858   0.184322
     4.86   0.181996
    4.862   0.185581
    4.864    0.18334
    4.866   0.179438
    4.868   0.182014
     4.87   0.179545
    4.872   0.180184
    4.874   0.179702
    4.876   0.178584
    4.878   0.177543
     4.88   0.179362
    4.882   0.175853
    4.884   0.176353
    4.886   0.172697
    4.888   0.173782
     4.89   0.176536
    4.892   0.171556
    4.894   0.170033
    4.896   0.170748
    4.898   0.167734
      4.9   0.170794
    4.902   0.169994
    4.904   0.169182
    4.906    0.16627
    4.908   0.166794
     4.91   0.167013
    4.912   0.165671
    4.914   0.166407
    4.916   0.164396
    4.918   0.167214
     4.92   0.164345
    4.922   0.166479


It terminated with value not 1 but close to zero.... any idea on this

g_rdf -f PAP_8_Box12_HEP_EM_NPTNHPR_20ns_PBC.xtc -s PAP_8_Box12_HEP_EM_NPTNHPR_20ns.tpr -b 19000 -e 20000 -o RDFPBC.xvg

Try to correct for PBC and still the same....


Then my guess is you don't have a PBC problem, but perhaps a convergence problem. You're only analyzing 1 ns of data; I don't know what implication that will have for your outcome.

-Justin

Regards,

Rob




Quoting [email protected]:



Dear Justine,

No, I have 20 surfactants in my system in a pure solvent and try to see the aggregation and adsorption properties of these molecules. I have run them for 20ns. And now start to analyze my data.

Just in short I want to correct for periodicity! so that to get the accurate result for my g_dist and g_rdf.

trjconv on the xxx.xtc.... Like

trjconv -f x_input.xtc -o x_out.xtc -b 19000 -e 20000 -s x_input.tpr -pbc nojump

or I have to cluster it first.

Rob

Quoting "Justin A. Lemkul" <[email protected]>:



[email protected] wrote:
Dear Justine,

I just checked at the archive list and found out lots of information
on how to correct for PBC! And if I understood it correctly is this
the right way to follow...
"If you are trying to correct for periodicity for all species in the system (protein and water) then a few iterations of trjconv may be necessary, i.e.
-center (on protein), followed by -pbc nojump or -pbc mol -ur
compact. Using
trjconv is a bit hit-or-miss, and just requires a bit of playing to
get things working how you want them."

trjconv -f xxx.xtc -o x_cluster.gro -b 19000 -e 20000 -pbc cluster

grompp -f xx.mdp -c x_cluster.gro -o x_cluster.tpr

trjconv -f xxx.xtc -o x_cluster.xtc -b 19000 -e 20000 -s
xx_cluster.tpr -pbc nojump

Then I have to do anaysis on the new .tpr and .xtc...... is that correct....

Is this the right way to correct for periodicity... I took the idea
from you and Chris. I have done the RDF and distance measurement but
looks a bit off my RDF did not converge to 1. They recommend me to
do PBC correction on my system which is run for 20ns. I am doing the
analysis on the last 1ns (from 19-20 ns)


Without context, I have no idea if what you've done is right. The
clustering algorithm is only really useful for the formation of
clustered molecules (i.e. micelles), so if you're trying to apply it
to something else, I don't know that it will work.

-Justin

You suggestion is always helpful!

Rob







Quoting "Justin A. Lemkul" <[email protected]>:



[email protected] wrote:
Dear Gromacs,

I want to correct the periodic boundry condition before analyzing
my data, how do I perform that?


Please see trjconv -h, as well as any of the thousands of posts in
the list archive related to this topic.

-Justin

any suggest!

Rob

--
========================================

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[1]

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========================================

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[5]

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--
========================================

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

========================================
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