生物
DNA
DNA–DNA杂交
背景(考古学)
理论(学习稳定性)
遗传学
序列(生物学)
DNA测序
计算生物学
进化生物学
古生物学
计算机科学
机器学习
作者
Sophie Hertel,Richard E. Spinney,Stephanie Y. Xu,Thomas E. Ouldridge,Richard G. Morris,Lawrence K. Lee
摘要
The kinetics of DNA hybridization are fundamental to biological processes and DNA-based technologies. However, the precise physical mechanisms that determine why different DNA sequences hybridize at different rates are not well understood. Secondary structure is one predictable factor that influences hybridization rates but is not sufficient on its own to fully explain the observed sequence-dependent variance. In this context, we measured hybridization rates of 43 different DNA sequences that are not predicted to form secondary structure and present a parsimonious physically justified model to quantify our observations. Accounting only for the combinatorics of complementary nucleating interactions and their sequence-dependent stability, the model achieves good correlation with experiment with only two free parameters. Our results indicate that greater repetition of Watson-Crick pairs increases the number of initial states able to proceed to full hybridization, with the stability of those pairings dictating the likelihood of such progression, thus providing new insight into the physical factors underpinning DNA hybridization rates.
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