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Single-Base-Pair Discrimination of Terminal Mismatches by Using Oligonucleotide Microarrays and Neural Network Analyses

Department of Civil and Environmental Engineering, University of Washington, Seattle, Washington 98195,¹ Department of Civil and Environmental Engineering, Northwestern University, Evanston, Illinois 60208²

Received 4 June 2001/ Accepted 25 October 2001

The effects of single-base-pair near-terminal and terminal mismatches on the dissociation temperature (T_d) and signal intensity of short DNA duplexes were determined by using oligonucleotide microarrays and neural network (NN) analyses. Two perfect-match probes and 29 probes having a single-base-pair mismatch at positions 1 to 5 from the 5' terminus of the probe were designed to target one of two short sequences representing 16S rRNA. Nonequilibrium dissociation rates (i.e., melting profiles) of all probe-target duplexes were determined simultaneously. Analysis of variance revealed that position of the mismatch, type of mismatch, and formamide concentration significantly affected the T_d and signal intensity. Increasing the concentration of formamide in the washing buffer decreased the T_d and signal intensity, and it decreased the variability of the signal. Although T_ds of probe-target duplexes with mismatches in the first or second position were not significantly different from one another, duplexes with mismatches in the third to fifth positions had significantly lower T_ds than those with mismatches in the first or second position. The trained NNs predicted the T_d with high accuracies (R² = 0.93). However, the NNs predicted the signal intensity only moderately accurately (R² = 0.67), presumably due to increased noise in the signal intensity at low formamide concentrations. Sensitivity analysis revealed that the concentration of formamide explained most (75%) of the variability in T_ds, followed by position of the mismatch (19%) and type of mismatch (6%). The results suggest that position of the mismatch at or near the 5' terminus plays a greater role in determining the T_d and signal intensity of duplexes than the type of mismatch.

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