TY - JOUR
T1 - Geometric morphometrics approach towards discrimination of three member species of Maculatus group in Thailand
AU - Chaiphongpachara, Tanawat
AU - Sriwichai, Patchara
AU - Samung, Yudthana
AU - Ruangsittichai, Jiraporn
AU - Morales Vargas, Ronald Enrique
AU - Cui, Liwang
AU - Sattabongkot, Jetsumon
AU - Dujardin, Jean Pierre
AU - Sumruayphol, Suchada
N1 - Publisher Copyright:
© 2019 Elsevier B.V.
PY - 2019/4
Y1 - 2019/4
N2 - Members of the Maculatus group are important malaria vectors in the border regions of Thailand. However, the role of each species in malaria transmission remains unclear because of their highly similar morphologies, making them difficult to be differentiated. Whereas An. pseudowillmori may be identified by the color pattern of some scales on abdomen and wings, the distinction between An. maculatus and An. sawadwongporni relies on the wings only. Scales are labile structures, as they may be accidentally removed during capture and transportation to the laboratory. To discriminate among the species of this group, we tested the suitability of geometric techniques. Shape variables were used as input for discriminant analyses and validated reclassification. Both landmark- and outline-based geometric techniques disclosed significant differences between the three species. For the delicate An. maculatus - An. sawadwongporni distinction, the outline-based approach appeared as the most promising, with validated reclassification scores reaching 93%, as compared to 77% obtained by landmark data. For An. pseudowillmori, reclassification scores were 100% and 94%, respectively. Geometric morphometrics may provide an alternative and useful complement for discriminating members of the Maculatus group.
AB - Members of the Maculatus group are important malaria vectors in the border regions of Thailand. However, the role of each species in malaria transmission remains unclear because of their highly similar morphologies, making them difficult to be differentiated. Whereas An. pseudowillmori may be identified by the color pattern of some scales on abdomen and wings, the distinction between An. maculatus and An. sawadwongporni relies on the wings only. Scales are labile structures, as they may be accidentally removed during capture and transportation to the laboratory. To discriminate among the species of this group, we tested the suitability of geometric techniques. Shape variables were used as input for discriminant analyses and validated reclassification. Both landmark- and outline-based geometric techniques disclosed significant differences between the three species. For the delicate An. maculatus - An. sawadwongporni distinction, the outline-based approach appeared as the most promising, with validated reclassification scores reaching 93%, as compared to 77% obtained by landmark data. For An. pseudowillmori, reclassification scores were 100% and 94%, respectively. Geometric morphometrics may provide an alternative and useful complement for discriminating members of the Maculatus group.
KW - Anopheles maculatus
KW - Anopheles pseudowillmori
KW - Anopheles sawadwongporni
KW - Geometric morphometrics
KW - Species identification
UR - http://www.scopus.com/inward/record.url?scp=85061196745&partnerID=8YFLogxK
U2 - 10.1016/j.actatropica.2019.01.024
DO - 10.1016/j.actatropica.2019.01.024
M3 - Article
C2 - 30710534
AN - SCOPUS:85061196745
SN - 0001-706X
VL - 192
SP - 66
EP - 74
JO - Acta Tropica
JF - Acta Tropica
ER -