Entomological parameters and population structure at a microgeographic scale of the main Colombian malaria vectors Anopheles albimanus and Anopheles nuneztovari
PLOS ONE
RESEARCH ARTICLE
Entomological parameters and population
structure at a microgeographic scale of the
main Colombian malaria vectors Anopheles
albimanus and Anopheles nuneztovari
Mariano Altamiranda-Saavedra1,2‡, Nelson Naranjo-Dı́az1,2‡, Jan E. Conn ID3,4, Margarita
M. Correa ID1*
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1 Grupo de Microbiologı́a Molecular, Escuela de Microbiologı́a, Universidad de Antioquia, Medellı́n,
Colombia, 2 Grupo de Investigación Bioforense, Tecnológico de Antioquia, Medellı́n, Colombia, 3 New York
State Department of Health, Wadsworth Center, Albany, NY, United States of America, 4 Department of
Biomedical Sciences, School of Public Health, State University of New York-Albany, Albany, NY, United
States of America
‡ MAS and NND are share first authorship on this work.
*
OPEN ACCESS
Citation: Altamiranda-Saavedra M, Naranjo-Dı́az N,
Conn JE, Correa MM (2023) Entomological
parameters and population structure at a
microgeographic scale of the main Colombian
malaria vectors Anopheles albimanus and
Anopheles nuneztovari. PLoS ONE 18(1):
e0280066. https://doi.org/10.1371/journal.
pone.0280066
Editor: Luzia H. Carvalho, Fundação Oswaldo Cruz
Centro de Pesquisas René Rachou: Fundacao
Oswaldo Cruz Instituto Rene Rachou, BRAZIL
Received: July 22, 2022
Accepted: December 20, 2022
Published: January 6, 2023
Copyright: This is an open access article, free of all
copyright, and may be freely reproduced,
distributed, transmitted, modified, built upon, or
otherwise used by anyone for any lawful purpose.
The work is made available under the Creative
Commons CC0 public domain dedication.
Data Availability Statement: All relevant data are
within the paper and its Supporting Information
files.
Funding: This research received funding from
Escuela de Microbiologı́a, Universidad de Antioquia
(https://www.udea.edu.co), project code No. 202141851 to MMC and was partly supported by The
US National Institutes of Health (https://www.nih.
Abstract
Population subdivision among several neotropical malaria vectors has been widely evaluated; however, few studies have analyzed population variation at a microgeographic scale,
wherein local environmental variables may lead to population differentiation. The aim of the
present study was to evaluate the genetic and geometric morphometric structure of Anopheles nuneztovari and Anopheles albimanus in endemic localities of northwestern Colombia.
Genetic and phenetic structures were evaluated using microsatellites markers and wing
geometric morphometrics, respectively. In addition, entomological indices of importance in
transmission were calculated. Results showed that the main biting peaks of Anopheles
nuneztovari were between 20:00 and 22:00, whereas Anopheles albimanus exhibited more
variation in biting times among localities. Infection in An. nuneztovari by Plasmodium spp.
(IR: 4.35%) and the annual entomological inoculation rate (30.31), indicated high vector
exposure and local transmission risk. We did not detect Plasmodium-infected An. albimanus
in this study. In general, low genetic and phenetic subdivision among the populations of both
vectors was detected using a combination of phenotypic, genetic and environmental data.
The results indicated high regional gene flow, although local environmental characteristics
may be influencing the wing conformation differentiation and behavioral variation observed
in An. albimanus. Furthermore, the population subdivision detected by microsatellite markers for both species by Bayesian genetic analysis provides a more accurate picture of the
current genetic structure in comparison to previous studies. Finally, the biting behavior variation observed for both vectors among localities suggests the need for continuous malaria
vector surveys covering the endemic region to implement the most effective integrated local
control interventions.
PLOS ONE | https://doi.org/10.1371/journal.pone.0280066 January 6, 2023
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PLOS ONE
gov), R01 grant 2R01 AI110112 to JEC.
Specimens analyzed are part of collections
performed under project funded by Colciencias
(Now Minciencias: Ministerio de Ciencia Tecnologı́a
e Innovación) code No. 596-2013, to MMC. The
funders have played no role in the research. There
was no additional external funding received for this
study.
Competing interests: The authors have declared
that no competing interests exist.
Population structure of malaria vectors at a microgeographic scale
Introduction
Malaria remains one of the most important public health problems worldwide. The Plasmodium parasites that cause the disease are transmitted to humans by the female mosquitoes of
approximately 40 species of Anopheles [1]. Colombia is third in the number of malaria cases in
the Americas [2], and the number of cases/year in the past five years has fluctuated between
50,000–80,000 [3–7]. Currently, the most malaria endemic regions are the Pacific (PAC) in
western Colombia (49.2%), and the Urabá-Bajo Cauca-Alto Sinú (UCS), in the northwest
(18.7%) [3]. During the study period (2013–2014), the number of malaria cases registered in
UCS were 22,889 (2013) and 8,620 (2014), corresponding to 43.84% and 20.97% of the cases in
the country, respectively [8, 9]. The main malaria vectors in Colombia are Anopheles darlingi,
Anopheles nuneztovari and Anopheles albimanus [10, 11]. Vector control is one of the main
strategies to decrease malaria incidence [1]; thus, knowledge of vector biology remains essential to reduce malaria transmission. It is known that anthropogenic environmental alterations
and insecticide selection pressures affect vector population dynamics, because these factors
may increase the abundance of anthropogenic Anopheles species and the appearance of insecticide resistant species, which affect malaria risk parameters [12–14]. Hence, genetic population
structure and entomological parameters should be regularly monitored to evaluate changes in
transmission risk to implement Integrated Vector Management programs [15]; such information will allow, for example, the identification of season(s) when vector control interventions
should be intensified.
Population structure studies of the neotropical malaria vectors An. nuneztovari and An.
albimanus have identified population subdivision across their distributions [16, 17]. Regarding
An. nuneztovari, several lineages were identified among South American populations [18], and
a new species of the Nuneztovari Complex, lineage III, has been identified east of the Amazon
region [19]. In Colombia, genetic differentiation and population subdivision was detected
between An. nuneztovari populations from the west-northwest and the east-northeast, attributed to physical barriers, geographic distance and ecological variation on both sides of the
Andes [20]. However, a study using COI and the white gene found high gene flow and the existence of a single taxon in An. nuneztovari from UCS, northwest Colombia [ (...truncated)