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Essentials of Computational Chemistry

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2.2 POTENTIAL ENERGY FUNCTIONAL FORMS 35<br />

In general force fields, stretch–stretch terms can be useful in modeling systems characterized<br />

by π conjugation. In amides, for instance, the coupling force constant between CO and CN<br />

stretching has been found to be roughly 15% as large as the respective diagonal bond-stretch<br />

force constants (Fogarasi and Balázs, 1985). Stretch–bend coupling terms tend to be most<br />

useful in highly strained systems, and for the computation <strong>of</strong> vibrational frequencies (see<br />

Chapter 9). Stretch–torsion coupling can be useful in systems where eclipsing interactions<br />

lead to high degrees <strong>of</strong> strain. The coupling has the form<br />

U(rBC,ωABCD) = 1<br />

2 kBC,ABCD(rBC − rBC,eq)[1 + cos(jω + ψ)] (2.28)<br />

where j is the periodicity <strong>of</strong> the torsional term and ψ is a phase angle. Thus, if the term<br />

were designed to capture extra strain involving eclipsing interactions in a substituted ethane,<br />

the periodicity would require j = 3 and the phase angle would be 0. Note that the stretching<br />

bond, BC, is the central bond in the torsional linkage.<br />

Other useful coupling terms include stretch–stretch coupling (typically between two adjacent<br />

bonds) and bend–bend coupling (typically between two angles sharing a common central<br />

atom). In force fields that aim for spectroscopic accuracy, i.e., the reproduction <strong>of</strong> vibrational<br />

spectra, still higher order coupling terms are <strong>of</strong>ten included. However, for purposes<br />

<strong>of</strong> general molecular modeling, they are typically not used.<br />

In the case <strong>of</strong> non-bonded interactions, the discussion in prior sections focused<br />

on atom–atom type interactions. However, for larger molecules, and particularly for<br />

biopolymers, it is <strong>of</strong>ten possible to adopt a more coarse-grained description <strong>of</strong> the overall<br />

structure by focusing on elements <strong>of</strong> secondary structure, i.e., structural motifs that<br />

recur frequently, like α-helices in proteins or base-pairing or -stacking arrangements in<br />

polynucleotides. When such structural motifs are highly transferable, it is sometimes possible<br />

to describe an entire fragment (e.g., an entire amino acid in a protein) using a number <strong>of</strong><br />

interaction sites and potential energy functions that is very much reduced compared to what<br />

would be required in an atomistic description. Such reduced models sacrifice atomic detail<br />

in structural analysis, but, owing to their simplicity, significantly expand the speed with<br />

which energy evaluations may be accomplished. Such efficiency can prove decisive in the<br />

simulation <strong>of</strong> biomolecules over long time scales, as discussed in Chapter 3. Many research<br />

groups are now using such coarse-grained models to study, inter alia, the process whereby<br />

proteins fold from denatured states into their native forms (see, for example, Hassinen and<br />

Peräkylä 2001).<br />

As a separate example, Harvey et al. (2003) have derived expressions for pseudobonds<br />

and pseudoangles in DNA and RNA modeling that are designed to predict base-pairing and<br />

-stacking interactions when rigid bases are employed. While this model is coarse-grained, it<br />

is worth noting that even when a fully atomistic force field is being used, it may sometimes be<br />

helpful to add such additional interaction sites so as better to enforce elements <strong>of</strong> secondary<br />

structure like those found in biopolymers.<br />

Finally, for particular biomolecules, experiment sometimes provides insight into elements<br />

<strong>of</strong> secondary structure that can be used in conjunction with a standard force field to more<br />

accurately determine a complete molecular structure. The most typical example <strong>of</strong> this<br />

approach is the imposition <strong>of</strong> atom–atom distance restraints based on nuclear Overhauser

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