Research Article |
Corresponding author: Paulo S. Pompeu ( pompeu@dbi.ufla.br ) Academic editor: Vinícius Abilhoa
© 2019 Mirella B. Alonso, Débora R. de Carvalho, Carlos B. M. Alves, Marcelo Z. Moreira, Paulo S. Pompeu.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Alonso MB, Carvalho DR, Alves CBM, Moreira MZ, Pompeu PS (2019) Changes in trophic characteristics of two fish species of Astyanax (Teleostei: Characidae) in response to aquatic pollution. Zoologia 36: 1-12. https://doi.org/10.3897/zoologia.36.e30445
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The trophic plasticity of most fish species of Astyanax Baird & Girard, 1854 in response to environmental changes and resource availability is high. This work evaluates the differences in the trophic characteristics of two congeneric species, Astyanax taeniatus (Jenyns, 1842) and Astyanax lacustris (Lütken, 1875), in Rio das Velhas Basin, which is highly impacted by the discharge of sewage from the Metropolitan Region of Belo Horizonte (MRBH). Eight sites were sampled and grouped into three regions: upper course (two sites upstream of the MRBH); middle course (three sites located in the middle portion of the Rio das Velhas, region with greater influence of the MRBH), and lower course (three sites downstream of the MRBH). Samples of fish and food resources were collected from all sites to obtain the isotopic composition of nitrogen (δ15N) and carbon (δ13C), and the stomach contents of the two species was analized. The most common items in the stomach of A. lacustris and A. taeniatus, respectively, were from plants and insects, followed by algae/periphyton (especially at the low course of Rio das Velhas). In contrast, stable isotope analyses indicated that algae (in polluted sites) and periphyton (in least-disturbed sites) were best assimilated both species. Both analyses indicated that the trophic niches of the two species overlap more in more polluted sites relative to less polluted sites. Astyanax taeniatus and A. lacustris only presented different isotopic composition of carbon and nitrogen in the upper course of the Rio das Velhas, probably in response to the greater diversity of food items consumed by each species. In the other regions, the species presented similar isotopic signatures, with δ15N and δ13C notably enriched in the most polluted regions (middle and low course). Our results suggest that pollution acts by increasing trophic niche overlap of these species, altering the type of resources most assimilated, and promoting a greater enrichment of δ15N in fish and resources.
Astyanax lacustris, Astyanax taeniatus, carbon, nitrogen enrichment, stable isotopes, stomach contents
In many developing countries, a large proportion of untreated raw sewage is released into aquatic environments (
By favoring primary productivity, environmental pollution of aquatic systems may homogenize the type of resources available to organisms in higher trophic levels. This process of homogenization in aquatic systems has been also described in several taxonomic groups such as diatoms, zooplankton and macroinvertebrates (
According to ecological theory, generalist species are less sensitive to environmental change than specialists as they have the capacity of varing their diet according to the availability of resources present in their respective habitats (
One way to identify how distinct species respond to changes in the environment is by comparing their feeding habits in regions under differing levels of human disturbance (e.g,
Based on this information, we aimed to evaluate how trophic characteristics of two congeneric species, Astyanax lacustris (Lütken, 1875) and Astyanax taeniatus (Jenyns, 1842), change across an environmental pollution gradient. The diet and the trophic niches occupied by these two species were evaluated in different regions of a highly disturbed Neotropical river basin, the Rio das Velhas, south east Brazil. The main source of disturbance in this river basin is the discharge of untreated domestic and industrial sewage from a large nearby urban conurbation. We tested the following hypotheses: 1) Under natural (undisturbed) conditions, the congeneric species occupy different trophic niches, and consequently present little food overlap; 2) However, along a gradient of pollution, due to the simplification (homogenization) of the available resources, and due to their high trophic plasticity, both species will increase their food overlap and will present more similar isotopic signatures.
The study was conducted in the Rio das Velhas Basin, southeast Brazil, with sampling sites located in the main channel of the Rio das Velhas. The Rio das Velhas is the largest tributary of the São Francisco river Basin (
Eight sites were sampled along the Rio das Velhas channel (RV-01 to RV-08), which were divided into three regions (upper, middle and lower course). The upper course of the Rio das Velhas (Upper RV) corresponds to the region with the best water quality (RV-01 and RV-02). The middle course (Middle RV) is in the region with the greatest influence of the MRBH, characterized by the discharge of large amounts of domestic and industrial sewage (RV-03, RV-04, and RV-05). The lower course (Low RV), in turn, is the most distant region from the MRBH and is close to the river mouth (RV-06, RV-07, and RV-08). In this region the river partly recovers its quality, due to the presence of numerous well preserved tributaries (
Two sewage treatment plants (STP), Arrudas and Onça, were also sampled to obtain complementary samples of the suspended material to obtain the isotopic composition of the raw sewage. All the sites were sampled between the years 2015 and 2016, in the dry (May to August) and wet (October to January) seasons (Table
The information about degradation level of sampling sites was obtained through data from literature (
Data about water quality, hypereutrophic condition, toxic contamination and pressure factors in the study sites were accessed through IGAM's website (http://portalinfohidro.igam.mg.gov.br), which monitors water quality quarterly at several points across the Rio das Velhas Basin. The IGAM monitoring sites: BV001, BV139, BV105; BV137; BV141, BV150, BV151 and BV149, were considered as sampling points: RV-01, RV-02, RV-03, RV-04, RV-05, RV-06, RV-07 and RV-08, respectively (Table
Geographic location (in degrees/minutes/seconds and UTM, date, altitude and municipality) and water quality of the sampling sites sampled in the main channel of Rio das Velhas. Cond.: Condutivity (μS/cm), D.O.: Dissolved oxygen (mg/l), Am. nitr.: Ammoniacal nitrogen (mg/l), Phosp.: Total phosphorus (mg/l), Tox. contam.: Toxic contamination, Deg. level: degradation level ranging from I to IV (
Characteristics of sampling sites | Water Quality | ||||||||||||
Regions | Sampling points | Date of sampling | Coordinates | Altitude (m) | Municipality | Cond. | D.O. | Am. nitr. | Phosp. | Tox. contam. | Deg. level | Pressure factors | |
Upper RV | RV-01 | 20/08/2015, 21/01/2016, 10/06/2016 | 20°18'42.8"S, 43°34'01.5"W 23K, 649606 E 7753356 W | 1010 | Ouro Preto | 26.09 | 8.10 | 0.11 | 0.06 | I | |||
Upper RV | RV-02 | 19/08/2015, 20/01/2016, 9/06/2016 | 20°01'10.7"S, 43°49'45.4"W 23K, 622454 E 7785916 W | 729 | Nova Lima | 73.21 | 7.54 | 0.12 | 0.08 | II | |||
Middle RV | RV-03 | 17/08/2015, 19/01/2016, 7/06/2016 | 19°49'54.8"S, 43°51'56.2"W 23K, 618796 E 7806723 W | 674 | Santa Luzia | 345.15 | 2.95 | 5.40 | 0.69 | Total ammoniacal nitrogen | III | Discharge of domestic sewage | |
Middle RV | RV-04 | 18/08/2015, 18/01/2016, 8/06/2016 | 19°32'56.7"S, 43°53'33.3"W 23K, 616174 E 7838041 W | 658 | Lagoa Santa | 330.92 | 4.29 | 4.96 | 0.49 | Total ammoniacal nitrogen | III | Discharge of domestic sewage | |
Middle RV | RV-05 | 10/08/2015, 11/01/2016, 31/05/2016 | 18°48'19.2"S, 44°09'09.2"W 23K, 589298 E 7920498 W | 567 | Curvelo | 287.20 | 7.25 | 0.92 | 0.41 | Arsenic and total ammoniacal nitrogen | III* | Gold metallurgy and discharge of domestic sewage | |
Low RV | RV-06 | 11/08/2015, 12/01/2016, 1/06/2016 | 18°25'33.2"S, 44°11'10.9"W 23K, 585926 E 7962502 W | 552 | Corinto | 203.23 | 7.30 | 0.23 | 0.22 | Arsenic | II | Agriculture | |
Low RV | RV-07 | 13/08/2015, 13/01/2016, 3/06/2016 | 17°51'55.4"S, 44°32'57.4"W 23 K, 547752 E 8024649 W | 495 | Lassance | 162.21 | 7.63 | 0.21 | 0.17 | Arsenic | II | Discharge of domestic sewage and agriculture (sugar cane) | |
Low RV | RV-08 | 12/08/2015, 14/01/2016, 2/06/2016 | 17°12'25.9"S, 44°48'49.8"W 23 K, 519793 E 8097515 W | 464 | Várzea da Palma | 153.00 | 8.35 | 0.14 | 0.11 | Arsenic | II | Discharge of domestic sewage | |
Sewage MRBH | STP Arrudas | 20/07/2016, 25/01/2017 | Sabará | ||||||||||
Sewage MRBH | STP Onça | 20/07/2016, 18/01/2017 | Belo Horizonte |
Captures of specimens of A. lacustris and A. taeniatus were carried out with gillnets with mesh sizes of 2.4, 3.0 and 4.0 cm between opposing nodes and with cast nets, seines and sieves. A total of 137 individuals of A. lacustris and 103 individuals of A. taeniatus was sampled in the three regions. The captures with gillnets represented 63% of sampling. For the stable isotope analyses, we collected at least five samples of each species at each sampling site (whenever possible). In the field, dorsal muscle was removed for large specimens and for small the whole fish was used removing the digestive tract. All samples were kept frozen until laboratory processing to avoid decomposition and deterioration of the material. In the laboratory, the fish samples were lyophilized for 24 hours, ground to fine and homogeneous powder using mortar and pestle and stored in eppendorf tubes.
The individuals that were not selected to stable isotopes analyses were fixed in formalin (10%) in the field, washed in water after fixation and transferred to alcohol (70%) in laboratory. Individuals predated or in high stage of decomposition were discarded. The remain individuals were used to stomach contents analyses in laboratory, where they had their stomach contents carefully removed. The same individuals were not used for both isotopic and stomach contents analyses because the stomach contents were analyzed following the results of stable isotope analyses, when we detect the need for complementary information.
Whenever possible, we collected five samples of all basal food resources available at each sampling site: periphyton, filamentous algae, suspended matter, fine particulate organic matter (FPOM) from sediments, vegetation (grasses and riparian vegetation), coarse particulate organic matter (CPOM), and aquatic macrophytes. Complementary samples of the suspended material were made at the sewage treatment plants to obtain the isotope signature of the raw sewage.
Samples of algae, aquatic macrophytes, vegetation and CPOM were collected at all sites where they were present, stored in plastic bottles and kept frozen until laboratory processing. Filamentous algae and aquatic macrophytes were collected manually in each site where they were present. Leaves from pasture (grasses) and from the natural riparian vegetation were manually collected along river banks in each site, with the most common species being prioritized at the site. The CPOM was randomly collected from leaf litter deposits in the streams.
Liquid samples, like periphyton, suspended matter (including sewage samples) and sediment, were collected at each site and kept frozen until processing in laboratory, where they were filtered using a filtration device attached to a vacuum pump using calcined quartz fiber filters (Whatman® QMA quartz filters). The periphyton was collected by scraping rocks with a brush and placing the material in a plastic bottle with distilled water. FPOM samples were collected from sediment deposits revolving in each sampling site and stored in plastic bottles. The suspended matter presented in the sampling sites and at STPs were collected with a phytoplankton net (0.45 mm mesh) deployed for a period of three minutes at each sampling site.
In the laboratory, all basal resource samples were dried in an oven at 60 °C for 48 hours and then ground with a mortar and pestle and stored in Eppendorf tubes.
The contents of 44 stomachs of A. lacustris, and 31 stomachs of A. taeniatus were analyzed in total. Food items were weighed (0.001 g accuracy/ wet weight) and identified under stereomicroscope to the lowest taxonomic category possible. The frequency of occurrence (Fi = number of times item i occurred, divided by the total number of stomachs) and the relative weight (Pi = sum of the weight of item i divided by the sum of the weight of all items) of each item were obtained. The food index (IA), proposed by
The degree of overlap in food items between species was calculated using the simplified Morisita index (Morisita-Horn index) (
For the food items characterization, “detritus" was considered dead particulate organic material, “sediment" included inorganic particles, and “plant remnants" were related to fragment of terrestrial vegetation.
A total of 42 samples of A. lacustris, 47 samples of A. taeniatus and 703 basal resources samples were sent to the Center for Nuclear Energy in Agriculture (CENA) at University of São Paulo (USP) for isotopic analysis. About 2–5 mg of dry animal tissue material and approximately 5–10 mg of basal resources samples were selected for analysis.
To determine the isotopic ratio, a mass spectrometer system in the Continuous-flow (CF-IRMS) mode was used with a Carlo Erba elemental analyzer (CHN 1110) coupled to a Delta Plus mass spectrometer (Thermo Scientific). Results were expressed as relative difference of international reference standards, in the delta notation (δ ‰), and calculated using the following formula: δX = [(Rsample /Rstandard)-1] x 103, where X is 13C or 15N and R represents the isotopic ratio 13C/12C or 15N/14N (
Differences in isotopic ratios of δ13C and δ15 N of consumers and resources between the three regions were tested using one-way analysis of variance (ANOVAs) when the normality and homoscedasticity assumptions were met. The nonparametric Kruskal-Wallis test was used for data with non-normal distribution. When significant differences (p < 0.05) were observed, means were compared using the post-hoc Tukey's test. We also tested if isotopic signatures of A. lacustris and A. taeniatus presented variation between the dry and wet season, using t-tests (normal distribution) and Mann-Whitney tests (non-parametric). These analyses were performed in the software Statistica 6.0 (
To evaluate the trophic structure of A. lacustris and A. taeniatus populations, individuals of the two species were plotted in the bi-plot space according to the isotopic values of carbon (x-axis) and nitrogen (y-axis) in each region (Fig. S1). Source contributions to the A. lacustris and A. taeniatus diet were estimated for the three regions based on stable isotope data analyzed through Bayesian stable isotope mixed models (
The isotopic niches of A. lacustris and A. taeniatus in both regions (Upper RV, Middle RV and Low RV) were quantified based on standard ellipse areas (SEA – expressed in ‰2) through use of the Stable Isotope Bayesian Ellipses package in R (SIBER,
Only two stomachs were found empty, both of A. taeniatus sampled in Upper RV. Plant and insect remnants were the predominant items in the stomachs of A. lacustris and A. taeniatus, respectively (Table
Variation in resources used by A. lacustris and A. taeniatus was reflected in the food overlap of the two species in each region. The lowest food overlap was observed in the Upper RV (0%), followed by middle RV (34%) and low RV(83%).
Food index (AI), frequency of occurrence (Freq.) and weight of each food item found in the stomachs of the species A. lacustris and A. taeniatus in each sampled region of the Rio das Velhas Basin.
Item | Upper RV | Middle RV | Low RV | |||||||||
IA | Freq. | Weight | IA | Freq. | Weight | IA | Freq. | Weight | ||||
Astyanax lacustris | Algae / Periphyton | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.00 | 0.80 | 0.32 | 0.85 | ||
Aq. Macrophytes | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.01 | |||
Sediment | 0.00 | 0.00 | 0.00 | 0.00 | 0.15 | 0.00 | 0.02 | 0.24 | 0.03 | |||
Detritus | 0.20 | 0.17 | 0.33 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |||
Plant remnants | 0.40 | 0.33 | 0.33 | 0.53 | 0.54 | 0.44 | 0.00 | 0.16 | 0.00 | |||
Aquatic insects | 0.40 | 0.67 | 0.33 | 0.00 | 0.23 | 0.01 | 0.00 | 0.16 | 0.00 | |||
Terrestrial insects | 0.00 | 0.00 | 0.00 | 0.02 | 0.08 | 0.12 | 0.00 | 0.04 | 0.00 | |||
Insects remnants | 0.00 | 0.67 | 0.00 | 0.44 | 0.46 | 0.43 | 0.17 | 0.56 | 0.10 | |||
Astyanax taeniatus | Algae / Periphyton | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.46 | 0.40 | 0.27 | ||
Aq. Macrophytes | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |||
Sediment | 0.43 | 0.50 | 0.47 | 0.00 | 0.00 | 0.00 | 0.00 | 0.13 | 0.00 | |||
Detritus | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.07 | 0.06 | |||
Plant remnants | 0.00 | 0.10 | 0.00 | 0.12 | 0.17 | 0.14 | 0.15 | 0.20 | 0.18 | |||
Aquatic insects | 0.00 | 0.20 | 0.00 | 0.64 | 0.17 | 0.77 | 0.00 | 0.00 | 0.00 | |||
Terrestrial insects | 0.00 | 0.00 | 0.00 | 0.02 | 0.17 | 0.03 | 0.10 | 0.07 | 0.34 | |||
Insects remnants | 0.57 | 0.60 | 0.52 | 0.22 | 0.67 | 0.07 | 0.28 | 0.40 | 0.16 |
The δ13C and δ15N of A. lacustris and A. taeniatus is different among the three regions (Figs
Basal resources presented extensive variation in their isotopic composition, except for riparian vegetation and grasses, that did not vary in δ13C between the three sampled regions (Table
According to the partition analysis, in the upper RV, periphyton was the most assimilated basal resource, followed by filamentous algae and grasses (mainly for A. taeniatus). In the middle course, both species assimilated more carbon from filamentous algae and the other resources had similar contributions. In the lower course, the periphyton was again the most assimilated resource by A. lacustris and A. taeniatus. However, riparian vegetation had a greater contribution in this site than in other sites, being the second most consumed resource by both species (Table
Results of isotopic niche overlap were similar to those observed in the stomach contents analyses. We again observed a slight overlap of trophic niches in the upper RV (23%) (Fig.
Variation in the isotopic composition of carbon (2–3) and nitrogen (4–5) in the species A. lacustris (2, 4) and A. taeniatus (3, 5) among the studied regions. Mean (small box), standard error (bars) and standard deviation (large box). Letters (a and b) indicate significant differences according to post-hoc Tukey's test.
Variation in the carbon and nitrogen isotopic composition of the resources sampled in the three regions of the Rio das Velhas Basin. Letters (a, b and c) indicate significant differences according to post-hoc Tukey's test. AL: filamentous algae, CPOM: coarse particulate organic matter, FPOM: fine particulate organic matter, GR: grasses, MA: macrophytes, PE: periphyton, RV: riparian vegetation, SM: suspended matter and SW = raw sewage.
δ13C (mean and SD) | δ15N (mean and SD) | ||||||||
Upper RV | Middle RV | Low RV | p | Upper RV | Middle RV | Low RV | p | ||
AL | -27.74±4,66a | -22.84±6,35a | -5.52±2,47b | <0.01 | 4.67±2,99a | 8.38±16,38ab | 15.85±4,81b | <0.01 | |
CPOM | -30.01±1,17a | -29.00±1,46b | -28.98±1,53b | <0.01 | 0.94±2,72a | 4.48±3,86b | 7.53±3,52c | <0.01 | |
FPOM | -25.08±1,75a | -23.55±1,33b | -21.33±3,07c | <0.01 | 5.03±1,70a | 6.66±7,10a | 14.26±3,75b | <0.01 | |
GR | -13.98±0,87a | -17.21±6,45a | -16.27±5,67a | 0.56 | 0.28±1,81a | 4.56±3,66b | 8.00±3,89c | <0.01 | |
MA | -30.54±1,08a | -25.94±5,91ac | -29.00±0,75c | <0.01 | 8.46±1,93a | 19.55±14,18b | 15.47±3,37b | <0.01 | |
PE | -25.07±2,20a | -23.62±1,61a | -19.19±3,69b | <0.01 | 5.26±1,20a | 9.15±10,72a | 15.36±4,08b | <0.01 | |
RV | -30.20±1,78a | -29.99±1,86a | -29.51±1,30a | 0.54 | 0.64±1,72a | 4.78±2,43b | 7.28±2,39c | <0.01 | |
SM | -25.88±1,67a | -24.56±1,75b | -20.45±4,62c | <0.01 | 4.47±1,39a | 5.59±7,24a | 14.15±4,96b | <0.01 |
Mean proportion of each basal resource assimilated by Astyanax lacustris and A. taeniatus at each sampling site. AL: filamentous algae, SW: raw sewage, GR: grasses, RV: riparian vegetation, PE: periphyton.
Rio das Velhas regions | Basal resources | |||||
AL | SW | GR | RV | PE | ||
A. lacustris | Upper | 0.31 | 0.06 | 0.04 | 0.59 | |
Middle | 0.58 | 0.09 | 0.08 | 0.08 | 0.18 | |
Low | 0.04 | 0.04 | 0.05 | 0.14 | 0.74 | |
A. taeniatus | Upper | 0.19 | 0.22 | 0.02 | 0.57 | |
Middle | 0.62 | 0.07 | 0.05 | 0.08 | 0.19 | |
Low | 0.03 | 0.02 | 0.03 | 0.11 | 0.81 |
Food overlap between the two congeneric species was low in the least-disturbed region (upper Rio das Velhas), confirming our first hypothesis, that closely-related sympatric species diverge in their trophic niche to allow coexistence. In this study, the species A. lacustris and A. taeniatus presented high trophic plasticity in response to pollutants, increasing their food overlap and presenting similar isotopic signatures in the heavily polluted areas. Such aspect confirm our second hypothesis, that human disturbance promotes homogenization of fish species' diets. Despite plant and insect remnants were the predominant items in the stomachs of A. lacustris and A. taeniatus, algae and periphyton were also important food items (especially in lower sites). The importance of autochthonous resources as food items was highlighted in the partition analysis, which indicated that algae (in polluted regions) and periphyton (in least-disturbed region) were the most assimilated resources for both species.
The variation in δ13C and δ15N compositions and in stomach contents of A. lacustris and A. taeniatus along the Rio das Velhas highlight their generalistic habits and high trophic plasticity (
The predominance of insects and plant remains in their stomach contents as well as the consumption of algae/periphyton are in agreement with the literature (e.g.
In this study, stomach contents and stable isotopes analyses showed that there is a tendency to niche overlapping in A. lacustris and A. taeniatus in the presence of pollutants. The percentage of niche overlap observed by stomach contents and stable isotopes analyses were not the same, which is expected since not all items found in fish stomachs are assimilated (
Trophic niche amplitude differed between regions. In the undisturbed region (Upper RV), both species had a broader trophic niche on the horizontal axis (niche with great carbon range). This trend is expected in food webs in which there are multiple basal resources with varying δ13C values, enabling niche diversification at the base of a food web (
The enriched nitrogen values of fish and resources especially in the middle section are probably related to the influence of sewage effluents, since δ15N values of domestic wastes ranges between 7‰ to 38‰ (
Therefore, stomach contents and stable isotope analyses were very useful to evaluate the effects of the presence of pollutants in the trophic ecology of two congeneric species. It was possible to observe that even where species originally present different feeding habits (verified through the analysis of the stomach contents), food webs were mainly based on autochthonous items, such as algae and periphyton (verified through the isotopic analysis), assimilated directly and indirectly through aquatic insects. The presence of pollution, besides triggering increased food overlap between A. lacustris and A. taeniatus, also promoted an enrichment in δ15N values of fish and resources. The δ15N values of fish seems to be an effective means to detect anthropogenic impacts in aquatic ecosystems. In addition to providing important information on species biology, our work contributes to elucidate one of the 100 key ecological issues (
We thank the Agência Peixe Vivo and the Comitê de Bacia Hidrográfica do Rio das Velhas (CBH, Rio das Velhas) for the project financial support and the Projeto Manuelzão for the logistical support. Thanks to Aline J. Grossi (Universidade Federal de Lavras, UFLA) and Luiza Hoehne (Universidade Federal de Minas Gerais, UFMG) for the support on processing of samples. Thanks also to the Benthos Ecology Laboratory (UFMG) and the Laboratory of Fish Ecology (UFLA) that allowed processing of samples and infrastructure, and to the Centro de Energia Nuclear na Agricultura (CENA) for their support and partnership in the isotopic analysis. PSP received a research grant and a research fellowship from the Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq 303548/2017-7) and from the Fundação de Amparo à Pesquisa do Estado de Minas Gerais (FAPEMIG PPM-00608/15).This study was financed in part by the Coordenação de Aperfeiçoamento Pessoal de Nível Superior (CAPES) – Finance code 32004010017P3. The manuscript underwent grammar revision by Alistair Campbell.