Abstract
Background Triatoma dimidiata (Reduviidae: Triatominae) is an important vector of Chagas disease in various countries in the Americas. Phylogenetic studies using sequences from the cyt b, ND4, and 16S rRNA genes, have defined three lineages in Mexico and part of Central America, indicated between 6% and 14% divergence among haplogroups. While there is a marked genetic differentiation, methods for identifying them using morphometric analyses with landmarks have not yet been fully resolutive. Elliptical Fourier Descriptors (EFDs), which mathematically describe the shape of any closed two-dimensional contours, could be a potentially useful alternative method. Our objective was to validate the use of EFDs for the identification of three lineages of this species complex. Method 84 dorsal view images of individuals of the three lineages were used. Body contours were described with EFDs using between 5 and 30 harmonics. The number of obtained coefficients was reduced by a Principal Components Analysis and the first axis scores were used as shape variables. Before performing the discrimination of haplogroups, we compared statistically the first five principal components among them. A linear discriminant function analysis and an Ordination plot of the Discriminant Analysis were performed using the shape variables. Finally, a confusion matrix of the Ordination plot of the Discriminant Analysis was obtained to estimate the classification errors. Results When comparing the first five PC scores, significant differences were found among at least two haplogroups for all principal components except for PC3. The first principal component explained 50% of the variability, regardless the number of harmonics used. The results of Discriminant Analysis get improved by increasing the number of harmonics and components considered. With 25 harmonics and 8 components, the identification of haplogroups was achieved with an overall efficiency greater than 97%. The ordering diagram shown the correct discrimination of haplogroups, with only one error of discrimination corroborated by the confusion matrix. Conclusions The use of EFD is a simple and useful method for the identification of the main lineages of Triatoma dimidiata , with high values of correct identification.