title: On the normalization of the minimum free energy of RNAs by sequence length.
abstract: The minimum free energy (MFE) of ribonucleic acids (RNAs) increases at an apparent linear rate with sequence length. Simple indices, obtained by dividing the MFE by the number of nucleotides, have been used for a direct comparison of the folding stability of RNAs of various sizes. Although this normalization procedure has been used in several studies, the relationship between normalized MFE and length has not yet been investigated in detail. Here, we demonstrate that the variation of MFE with sequence length is not linear and is significantly biased by the mathematical formula used for the normalization procedure. For this reason, the normalized MFEs strongly decrease as hyperbolic functions of length and produce unreliable results when applied for the comparison of sequences with different sizes. We also propose a simple modification of the normalization formula that corrects the bias enabling the use of the normalized MFE for RNAs longer than 40 nt. Using the new corrected normalized index, we analyzed the folding free energies of different human RNA families showing that most of them present an average MFE density more negative than expected for a typical genomic sequence. Furthermore, we found that a well-defined and restricted range of MFE density characterizes each RNA family, suggesting the use of our corrected normalized index to improve RNA prediction algorithms. Finally, in coding and functional human RNAs the MFE density appears scarcely correlated with sequence length, consistent with a negligible role of thermodynamic stability demands in determining RNA size.
authors.affiliation: Institute of Translational Pharmacology, Consiglio Nazionale delle Ricerche (CNR), Roma, Italy.
authors.forename: Edoardo
authors.initials: E
authors.lastname: Trotta
mesh_terms: D000465:Algorithms; D001482:Base Composition / Q000235:genetics; D019295:Computational Biology / Q000379:methods*; D006801:Humans; D035683:MicroRNAs / Q000737:chemistry / Q000235:genetics; D009711:Nucleotides / Q000737:chemistry / Q000235:genetics; D012313:RNA / Q000737:chemistry* / Q000235:genetics; D059370:RNA Folding; D015203:Reproducibility of Results; D012984:Software; D013816:Thermodynamics
chemical_list: D035683:MicroRNAs; D009711:Nucleotides; D012313:RNA