<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1 20151215//EN" "https://jats.nlm.nih.gov/publishing/1.1/JATS-journalpublishing1.dtd">
<article article-type="research-article" dtd-version="1.1" specific-use="sps-1.9" xml:lang="en"
	xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">ni</journal-id>
			<journal-title-group>
				<journal-title>Neotropical Ichthyology</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Neotrop.
					ichthyol.</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="ppub">1679-6225</issn>
			<issn pub-type="epub">1982-0224</issn>
			<publisher>
				<publisher-name>Sociedade Brasileira de Ictiologia</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="other">00212</article-id>
			<article-id pub-id-type="doi">10.1590/1982-0224-2023-0042</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Original Article</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>
					Invasive poeciliids dominate fish community in a highly altered river:
							insights from a diversity study of riverbank fishes in Mexico
				</article-title>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0001-5176-261X</contrib-id>
					<name>
						<surname>Córdova-Tapia</surname>
						<given-names>Fernando</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
					<role>Conceptualization</role>
					<role>Data curation</role>
					<role>Formal analysis</role>
					<role>Investigation</role>
					<role>Methodology</role>
					<role>Writing-original draft</role>
					<role>Writing-review and editing</role>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<contrib-id contrib-id-type="orcid">0000-0003-3273-1572</contrib-id>
					<name>
						<surname>Palomera-Hernández</surname>
						<given-names>Vianey</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
					<role>Conceptualization</role>
					<role>Data curation</role>
					<role>Formal analysis</role>
					<role>Investigation</role>
					<role>Methodology</role>
					<role>Writing-original draft</role>
					<role>Writing-review and editing</role>
				</contrib>
				<contrib contrib-type="author" corresp="yes">
					<contrib-id contrib-id-type="orcid">0000-0002-7123-7924</contrib-id>
					<name>
						<surname>Camacho-Cervantes</surname>
						<given-names>Morelia</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
					<role>Conceptualization</role>
					<role>Data curation</role>
					<role>Formal analysis</role>
					<role>Funding acquisition</role>
					<role>Investigation</role>
					<role>Methodology</role>
					<role>Project administration</role>
					<role>Resources</role>
					<role>Writing-original draft</role>
					<role>Writing-review and editing</role>
				</contrib>
			</contrib-group>
			<aff id="aff1">
				<institution content-type="original">Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México, Av. Universidad 3000, C.P. 04510, Coyoacán, Ciudad de México, Mexico.  (FCT) fcordova@cmarl.unam.mx, (VPH) vipalher@gmail.com, (MCC) mcc@cmarl.unam.
					mx (corresponding author).</institution>
				<institution content-type="normalized">Universidad Nacional Autónoma de México</institution>
				<institution content-type="orgdiv1">Instituto de Ciencias del Mar y Limnología</institution>
				<institution content-type="orgname">Universidad Nacional Autónoma de México</institution>
				<addr-line>
					<city>Ciudad de México</city>
					<postal-code>04510</postal-code>
				</addr-line>
				<state>Coyoacán</state>
				<country country="MX">Mexico</country>
				<email>fcordova@cmarl.unam.mx</email>
				<email>vipalher@gmail.com</email>
				<email>mcc@cmarl.unam.mx</email>
			</aff>
				
			<author-notes>
				<fn fn-type="edited-by" id="fn1">
					<label>Edited-by</label>
					<p>Emili Garcia-Berthou</p>
				</fn>
				<fn fn-type="corresp" id="fn2">
					<label>Correspondence</label>
					<p>Morelia Camacho-Cervantes mcc@cmarl.unam.mx</p>
				</fn>
				<fn fn-type="conflict" id="fn3">
					<label>Competing Interests</label>
					<p>The author declares no competing interests.</p>
				</fn>
				<fn fn-type="other" id="fn4">
					<label>Ethical Statement</label>
					<p>All fish were treated according to the Official Mexican Standards for the humane treatment of animals during collection (NOM–051–ZOO–1995 and NOM–062–ZOO–1999). </p>
				</fn>
			</author-notes>
			<pub-date date-type="pub" publication-format="electronic">
				<day>05</day>
				<month>04</month>
				<year>2024</year>
			</pub-date>
			<pub-date date-type="collection" publication-format="electronic">
				<year>2024</year>
			</pub-date>
			<volume>22</volume>
			<issue>01</issue>
			<elocation-id>e230046</elocation-id>
			<history>
				<date date-type="received">
					<day>17</day>
					<month>04</month>
					<year>2023</year>
				</date>
				<date date-type="accepted">
					<day>21</day>
					<month>01</month>
					<year>2024</year>
				</date>
			</history>
			<permissions>
				<copyright-statement>© 2024 The Authors</copyright-statement>
				<copyright-year>2023</copyright-year>
				<copyright-holder>The Authors</copyright-holder>
				<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/" xml:lang="en">
					<license-p>This is an open-access article distributed under the terms of the
						Creative Commons Attribution License</license-p>
				</license>
			</permissions>
			<abstract>
				<title>Abstract</title>
				<p>The presence of invasive species can cause significant changes in native
					communities and ecosystem functions. Mexico is home to 6% of all known
					freshwater fish species on the planet, with a high rate of endemism. Due to
					heavy urbanization, the Mexican Central Plateau has become one of the most
					densely populated areas in the world, and its Tula River is considered one of
					the most polluted rivers in Mexico. Our objective was to investigate whether
					native fish species persist in such adverse conditions and to evaluate the
					seasonal and spatial distribution of both native and non-native species at three
					sites along the Tula River. We evaluated environmental characteristics and fish
					community structure. We found two native species, the black fin goodea
						(<italic>Goodea atripinnis</italic>) and the yellow shiner (<italic>Notropis
						calientis</italic>). However, their abundance was extremely low across all
					sites and seasons. In contrast, invasive poecilids dominated the communities,
					accounting for 99.4% of the total abundance. Our results indicate a clear
					relationship between river characteristics and fish community structure,
					highlighting the significance of river width, river velocity, temperature,
					dissolved oxygen, and pH. The prevalence of invasive species underscores the
					urgent need for conservation efforts aimed to protect and restore native fish
					populations.</p>
			</abstract>
			<trans-abstract xml:lang="es">
				<title>Resumen</title>
				<p>La presencia de especies invasoras puede causar cambios significativos en las
					comunidades nativas y en las funciones de los ecosistemas. México alberga el 6%
					de todas las especies de peces conocidas en el planeta, con una alta tasa de
					endemismo. Debido a la fuerte urbanización, el Altiplano mexicano se ha
					convertido en una de las áreas más densamente pobladas del mundo, y su río Tula
					es considerado uno de los ríos más contaminados de México. Nuestro objetivo fue
					investigar si las especies de peces nativos persisten en estas condiciones
					adversas y evaluar la distribución estacional y espacial de las especies, tanto
					nativas como no nativas, en tres sitios a lo largo del río Tula. Evaluamos
					características ambientales y la estructura de la comunidad de peces.
					Encontramos dos especies nativas, el Tiro (<italic>Goodea atripinnis</italic>) y
					la carpita amarilla (<italic>Notropis calientis</italic>). Sin embargo, sus
					abundancias se encontraron extremadamente bajas en todos los sitios y
					estaciones. En contraste, los poecílidos invasores dominaron las comunidades en
					todos los sitios y estaciones, representando el 99,4% de la abundancia total.
					Nuestros resultados indican una clara relación entre las características del río
					y la estructura de la comunidad de peces, resaltando la importancia del ancho
					del río, la velocidad del río, la temperatura, el oxígeno disuelto y el pH. La
					prevalencia de especies invasoras resalta la necesidad urgente de esfuerzos de
					conservación dirigidos a proteger y restaurar las poblaciones de peces
					nativos.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<kwd>Anthropogenic alteration</kwd>
				<kwd>Goodeids</kwd>
				<kwd>Invasion success</kwd>
				<kwd>Tula River</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title>Palabras clave:</title>
				<kwd>Alteración antropogénica</kwd>
				<kwd>Éxito de invasión</kwd>
				<kwd>Goodeidos</kwd>
				<kwd>Río Tula</kwd>
			</kwd-group>
			<funding-group>
				<award-group award-type="contract">
					<funding-source>PAPIIT-DGAPA-UNAM</funding-source>
					<award-id>IA202419</award-id>
				</award-group>
				<award-group award-type="contract">
					<funding-source>PAPIIT-DGAPA-UNAM</funding-source>
					<award-id>IA201722</award-id>
				</award-group>
			</funding-group>
			<counts>
				<fig-count count="3"/>
				<table-count count="2"/>
				<equation-count count="0"/>
				<ref-count count="69"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>INTRODUCTION</title>
			<p>Freshwater ecosystems are under extreme social, political, and economic pressure
				worldwide, since almost all human activities are closely connected to water (<xref ref-type="bibr" rid="B62">Reid
					<italic>et al</italic>., 2019</xref>). The environmental and ecological stress in
				rivers is primarily due to the influence of human settlements, with increased
				poverty contributing to greater dependency on the ecosystem services provided by
				water and its nutrients (<xref ref-type="bibr" rid="B48">Kondolf <italic>et al</italic>., 2018</xref>; <xref ref-type="bibr" rid="B9">Best, 2019</xref>). The use
				of water resources imposes numerous modifications to the morphology of rivers, such
				as the construction of dams and irrigation canals. The quality of water in
				watersheds is affected by land use, with agriculture, industry, urbanization, and
				deforestation representing the primary sources of point and diffuse pollution. This,
				in turn, affects aquifer storage and water quality (<xref ref-type="bibr" rid="B2">Aguilar-Ibarra, 2010</xref>). </p>
			<p> Anthropogenic alteration of rivers including pollution, overexploitation, habitat
				modification and the introduction of exotic species, induce changes in rivers that
				significantly impact their resilience (<xref ref-type="bibr" rid="B3">Arnell, Gosling, 2016</xref>). Moreover, some of
				these stressors act synergistically, with habitat fragmentation and pollution posing
				a threat to the survival of native species and facilitating the arrival and
				establishment of exotic species that can later become invasive. These invasive
				species often possess traits that enable them to thrive and dominate in
				human-disturbed environments. As a result, they can outcompete native species,
				potentially causing further ecological imbalances (<xref ref-type="bibr" rid="B67">Simberloff <italic>et
				al</italic>., 2013</xref>). </p>
			<p> The presence of invasive species often results in a significant alteration of native
				communities and ecosystem functions, which in turn results in biodiversity losses
				and ecological integrity through predation, competition, disease transmission, and
				habitat degradation (<xref ref-type="bibr" rid="B37">Early <italic>et al</italic>., 2016</xref>). These changes lead to
				important economic costs, more than US$26 billion annually (<xref ref-type="bibr" rid="B32">Diagne <italic>et
					al</italic>., 2021</xref>), and an interruption in productivity and nutrient
				availability cycles within the habitat, affecting trophic structure and population
				dynamics (<xref ref-type="bibr" rid="B55">Parker <italic>et al</italic>., 1999</xref>). The introduction and establishment
				of invasive species can have almost immediate ecological effects and economic
				consequences that are increased by the interconnection between rivers (<xref ref-type="bibr" rid="B8">Bernery
					<italic>et al</italic>., 2022</xref>). </p>
			<p> The conservation status of freshwater ecosystems in Mexico is critical, as evidenced
				by the fact that approximately 70% of water bodies are contaminated to some degree
				by urban and industrial discharges (<xref ref-type="bibr" rid="B25">Conagua, 2018</xref>). Furthermore, almost half of the
				rivers and streams in the country are classified as having a high or very high
				degree of ecohydrological alteration (<xref ref-type="bibr" rid="B38">Garrido <italic>et al</italic>., 2010</xref>). Water
				pollution in Mexican rivers is caused by various sources, such as the discharge of
				urban waste, including pharmaceutical products, mining (which contribute with heavy
				metals) and agricultural activities that involve the use of harmful pesticides
				(<xref ref-type="bibr" rid="B6">Balderas <italic>et al</italic>., 2017</xref>).</p>
			<p> Freshwater fish species have been relatively neglected in terms of conservation
				efforts (<xref ref-type="bibr" rid="B7">Beltrán-López <italic>et al</italic>., 2023</xref>). This lack of attention has
				resulted in these species being among the most threatened in the context of global
				change. With around 506 species distributed in 47 families, Mexico represents 6% of
				the total known species on the planet, with a high rate of endemism (163 species,
				32%) (<xref ref-type="bibr" rid="B36">Dudgeon <italic>et al</italic>., 2006</xref>). Despite their importance, Mexico’s
				freshwater fish diversity faces significant threats. For instance, at least 33% of
				these species are considered at risk of extinction (<xref ref-type="bibr" rid="B30">De la Vega-Salazar, 2006</xref>). The
				Mexican Central Plateau is home to 11 families, of which the Goodeidae family is the
				highest in endemism with 36 species (<xref ref-type="bibr" rid="B35">Domínguez-Domínguez <italic>et al</italic>.,
				2006</xref>). Unfortunately, almost all Goodeidae species are in protected conservation
				status, and some are already extinct in the wild (<xref ref-type="bibr" rid="B68">Suárez-Rodríguez <italic>et
					al</italic>., 2023</xref>).</p>
			<p> The Mexican Central Plateau is highly urbanized, leading to contamination from
				wastewater, agricultural, and industrial activities associated with major cities
				such as Mexico City (<xref ref-type="bibr" rid="B69">UN, 2019</xref>). Consequently, the Moctezuma River basin is
				considered the most impacted by human activities in the country (<xref ref-type="bibr" rid="B46">Gutiérrez-Yurrita
					<italic>et al</italic>., 2013</xref>). Furthermore, the establishment and dispersion of
				invasive species, loss of habitat, and restricted or specialized tolerance ranges
				also threaten the permanence of native species in the area (<xref ref-type="bibr" rid="B51">Magurran, 2009</xref>;
				<xref ref-type="bibr" rid="B19">Carrillo, García, 2015</xref>; <xref ref-type="bibr" rid="B39">Gesundheit, Macías-Garcia, 2018</xref>). </p>
			<p> Poeciliids are among the most widespread invasive freshwater fish in the Mexican
				Central Plateau, they are small viviparous fish that share some ecological
				requirements with some native species like Goodeids. One of the most researched
				poeciliids is the guppy <italic>Poecilia reticulata </italic>Peters, 1859, which was
				introduced to the region in an attempt to control mosquito larvae and as the result
				of discarding unwanted pets (<xref ref-type="bibr" rid="B4">Azevedo-Santos <italic>et al</italic>., 2016</xref>). This is
				a species with a natural range of distribution in Trinidad, Guyana, Venezuela, and
				Suriname (<xref ref-type="bibr" rid="B50">Magurran, 2005</xref>), but it is currently present in all continents except
				Antarctica (<xref ref-type="bibr" rid="B31">Deacon <italic>et al</italic>., 2011</xref>). Although the guppy is a
				well-known invasive poeciliid in the Mexican Central Plateau, it is not the only
				invasive poeciliid species in the region. For instance, the twospot livebearer
					<italic>Pseudoxiphophorus bimaculatus </italic>(Heckel, 1848) and the porthole
				livebearer <italic>Poeciliopsis gracilis </italic>(Heckel, 1848) are also found in
				the Tula River (<xref ref-type="bibr" rid="B16">Camacho-Cervantes <italic>et al</italic>., 2019</xref>). Like guppies,
				these species have high reproductive rates and phenotypic plasticity, which enables
				them to establish and grow populations quickly (<xref ref-type="bibr" rid="B43">Gómez-Márquez <italic>et
				al</italic>., 2007</xref>). Poeciliids mainly inhabit rivers and shallow ponds and possess
				many physiological, behavioral, and life history traits associated with a broad
				habitat range (<xref ref-type="bibr" rid="B14">Camacho-Cervantes <italic>et al</italic>., 2018</xref>; <xref ref-type="bibr" rid="B1">Aceves-Fonseca
					<italic>et al</italic>., 2022</xref>). In contrast, native species tend to have slower
				reproductive rates and be highly specialized, putting them at a disadvantage when
				facing a poeciliid invasion (<xref ref-type="bibr" rid="B49">Lyons <italic>et al</italic>., 2019</xref>; <xref ref-type="bibr" rid="B59">Ramírez-García
					<italic>et al</italic>., 2020</xref>).</p>
			<p> The Tula River stands out as one of Mexico’s most anthropogenically altered rivers,
				contending with the inflow of all wastewaters from Mexico City and industrial
				discharges from Tula City (<xref ref-type="bibr" rid="B54">Ortiz-Gallarza, Ramírez-López, 2003</xref>; <xref ref-type="bibr" rid="B20">Casanova <italic>et
					al</italic>., 2008</xref>). Its water plays a crucial role in irrigating the Mezquital
				Valley and eventually finds its way to the Zimapán dam (<xref ref-type="bibr" rid="B63">Rubio-Franchini <italic>et
					al</italic>., 2016</xref>). Previous studies in the region have shown that the Tula
				River has the lowest species richness and abundance among water bodies in the
				Moctezuma River basin (<xref ref-type="bibr" rid="B46">Gutiérrez-Yurrita <italic>et al</italic>., 2013</xref>). In our
				study, we selected three specific sites along the Tula River to investigate whether
				native fish species persist in such adverse conditions and to evaluate the seasonal
				and spatial distribution of both native and non-native species at three sites along
				the Tula River.</p>
		</sec>
		<sec sec-type="materials|methods">
			<title>MATERIAL AND METHODS</title>
			<p><bold>Study area. </bold>The Tula River runs from the state of Estado de Mexico to
				the central-southern region of Hidalgo, plays a crucial role in the Panuco
				Hydrological Region which flows into the Gulf of Mexico (<xref ref-type="bibr" rid="B63">Rubio-Franchini <italic>et
					al</italic>., 2016</xref>). Three distinct study sites were chosen along this
				watercourse (<xref ref-type="fig" rid="f1">Fig. 1</xref>): 1) Dam spillway (20º09’58”N 99º21’29”W) is situated at the
				spillway of Endho Dam, influenced by both excess overflow and seepage. Endho Dam
				receives sewage from Mexico City through both the Central Emitter and the East
				Emitter. Additionally, it receives discharges from the industrial and urban areas of
				Tula City, as well as from a refinery and a thermoelectric power plant. Locals
				commonly describe this dam as an “environmental hell” due to the severe pollution;
				2) Spring-fed (20º10’50”N 99º20’26”W) is located downstream from Endho, alongside
				Binola town. This site is situated in a region abundant with natural springs,
				contributing to enhanced water quality. The area is surrounded by crop fields,
				utilizing water for various agricultural activities; 3) Drainage confluence
				(20º14’26”N 99º13’48”W) is situated downstream within the urban perimeter of
				Mixquiahuala town. This site serves as a recreational area for locals. However, it
				is positioned after the confluence with the Salado River, where Tula River receives
				the remaining portion of the drainage from Mexico City, previously conveyed through
				the Grand Canal.</p>
			<p><bold>Sampling methods. </bold>Sampling was conducted at different time points to
				capture the varying environmental conditions prevalent during the dry hot season in
				April, the rainy season in July, and the dry cold season in November, all within the
				year 2019. Each site was visited and sampled once during each of these three
				distinct seasons. To comprehensively characterize the environmental conditions of
				each site, multiple parameters were measured. These parameters included the width of
				the river (m), the river velocity (m/s), dissolved oxygen concentration (mg/L),
				temperature (°C), and pH. To obtain a representative average of the river’s velocity
				(m/s), we utilized the floating method at various depths (~1.2 m) across the river.
				For measuring dissolved oxygen, a microprocessor-based probe (HI–9146, Hanna
				Instruments) was employed. Additionally, temperature and pH measurements were
				obtained using a multiparameter sonde (HI–991300, Hanna Instruments), which allowed
				for simultaneous data collection. Sondes were placed at 20 cm below water surface.
				All environmental data were collected at the fish sampling sites and during the same
				period.</p>
			<fig id="f1">
				<label>FIGURE 1 | </label>
				<caption>
					<title>Map of the sampling sites along the Tula River: 1) Dam spillway, 2)
						Spring-fed, 3) Drainage confluence.</title>
				</caption>
				<graphic xlink:href="1982-0224-ni-22-01-e230042-gf1.jpg"/>
			</fig>
			<p> Fish sampling proceeded in a standardized approach following the Standard Methods
				for Sampling North American Freshwater Fishes (<xref ref-type="bibr" rid="B10">Bonar <italic>et al</italic>., 2009</xref>).
				Six unbaited Gee’s minnow traps (42 cm, 2 mm mesh) with funnel entrance diameter of
				3 cm were set for four 15-min periods. Additionally, a single fisher used a hand net
				(49 x 39 cm, 3 x 4 mm mesh size) to capture individuals within a 30-min period.
				Sampling was conducted at least three meters away from where the fish traps were
				placed, and approximately 30 hand net launches were carried out during each sampling
				event. The section of the river within which the samples were taken covered a length
				of approximately 30 m in each site.</p>
			<p> Sampling sites were selected to cover all possible available habitats along the
				riverbank. Fish surveys were conducted during daylight hours (between 10:00 and
				13:00) from Monday to Friday to avoid interference from recreational visitors. At
				the end of each sampling period, individuals were collected, identified, and then
				released on-site to avoid disrupting the community structure. These methods were
				chosen because in this area the river is relatively small (width ~30 m) and shallow
				(~50 cm). </p>
			<p><bold>Statistical analyses. </bold>The fish data were standardized by sampling time
				to enable comparison of the percentage of individuals found in each site and season.
				To ensure the representativeness of the sampling effort, species accumulation curves
				(SAC) were constructed for each site and season. In order to describe the fish
				communities, we used species richness, abundance, and calculated Shannon diversity
				index (H), Simpson dominance index (D) and beta diversity (Whittaker). To compare
				the abundance of each species within sites and seasons, rank abundance curves were
				generated. For the drainage confluence site, a logarithm was applied due to the
				relatively large number of individuals recorded across all seasons. We performed a
				Canonical Correspondence Analysis (CCA) to examine the relationships between
				environmental conditions as explanatory variables and fish abundance as response
				variables for each site and season. In addition, Pearson correlations were performed
				between environmental variables and community indexes using data from every site and
				season. Community analyses were performed using the “vegan” package within the R
				statistical software (<xref ref-type="bibr" rid="B56">R Development Core Team, 2020</xref>).</p>
		</sec>
		<sec sec-type="results">
			<title>RESULTS</title>
			<p>The fish community along the riverbank consisted of seven species, out of which two
				were native, namely the blackfin goodea, <italic>Goodea atripinnis</italic> Jordan,
				1880, and the yellow shiner, <italic>Notropis calientis </italic>Jordan &amp;
				Snyder, 1899; and five of them are invasive, the guppy, <italic>Poecilia
					reticulata</italic>, the twospot livebearer, <italic>Pseudoxiphophorus
					bimaculatus</italic>, the porthole livebearer, <italic>Poeciliopsis
					gracilis</italic>, the shortfin molly, <italic>Poecilia mexicana</italic>
				Steindachner, 1863, and the common carp, <italic>Cyprinus carpio</italic> Linnaeus,
				1758. The species accumulation curves for each site and season show that the
				sampling method was adequate and sufficient (Fig. <bold><inline-supplementary-material mime-subtype="pdf" mimetype="application" xlink:href="1982-0224-ni-22-01-e230042-s1.pdf">S1</inline-supplementary-material></bold>).</p>
			<p> The dam spillway site lacked any native species, while in spring-fed and drainage
				confluence sites, native species were present but in extremely low numbers
				constituting only 0.64% and 1.09% of the overall abundance, respectively (<xref ref-type="table" rid="t1">Tab. 1</xref>).
				Across all sites, the most dominant species was an invasive one: <italic>P.
					bimaculatus</italic> (dam spillway), <italic>P. mexicana</italic> (spring-fed)
				and <italic>P. reticulata</italic> (drainage confluence). Overall, invasive species
				accounted for 99.4% of the total abundance.</p>
			<table-wrap id="t1">
				<label>TABLE 1 | </label>
				<caption>
					<title>Species present in the Tula River, the total number of individuals collected
						at each site and their respective percentages.</title>
				</caption>
				<table>
					<tbody>
						<tr>
							<td rowspan="1" colspan="1" align="center"><bold>Origin</bold></td>
							<td rowspan="1" colspan="1"><bold>Species</bold></td>
							<td rowspan="1" colspan="2" align="center"><bold>Dam
								spillway</bold></td>
							<td rowspan="1" colspan="2" align="center"><bold>Spring-fed</bold></td>
							<td rowspan="1" colspan="2" align="center"><bold>Drainage
									confluence</bold></td>
						</tr>
						<tr>
							<td rowspan="3" colspan="1" align="center">Native</td>
							<td rowspan="1" colspan="1"><italic>Goodea atripinnis </italic>(Ga)</td>
							<td rowspan="1" colspan="1" align="center">0</td>
							<td rowspan="1" colspan="1" align="center">(0%)</td>
							<td rowspan="1" colspan="1" align="center">2</td>
							<td rowspan="1" colspan="1" align="center">(0.4%)</td>
							<td rowspan="1" colspan="1" align="center">104</td>
							<td rowspan="1" colspan="1" align="center">(1.1%)</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>Notropis calientis
								</italic>(Nc)</td>
							<td rowspan="1" colspan="1" align="center">0</td>
							<td rowspan="1" colspan="1" align="center">(0%)</td>
							<td rowspan="1" colspan="1" align="center">1</td>
							<td rowspan="1" colspan="1" align="center">(0.2%)</td>
							<td rowspan="1" colspan="1" align="center">0</td>
							<td rowspan="1" colspan="1" align="center">(0%)</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Total</td>
							<td rowspan="1" colspan="1" align="center">0</td>
							<td rowspan="1" colspan="1" align="center">(0%)</td>
							<td rowspan="1" colspan="1" align="center">3</td>
							<td rowspan="1" colspan="1" align="center">(0.6%)</td>
							<td rowspan="1" colspan="1" align="center">104</td>
							<td rowspan="1" colspan="1" align="center">(1.1%)</td>
						</tr>
						<tr>
							<td rowspan="6" colspan="1" align="center">Invasive</td>
							<td rowspan="1" colspan="1"><italic>Poecilia reticulata
								</italic>(Pr)</td>
							<td rowspan="1" colspan="1" align="center">2</td>
							<td rowspan="1" colspan="1" align="center">(0.6%)</td>
							<td rowspan="1" colspan="1" align="center">100</td>
							<td rowspan="1" colspan="1" align="center">(22%)</td>
							<td rowspan="1" colspan="1" align="center">9018</td>
							<td rowspan="1" colspan="1" align="center">(95.1%)</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>Poecilia mexicana </italic>(Pm)</td>
							<td rowspan="1" colspan="1" align="center">23</td>
							<td rowspan="1" colspan="1" align="center">(6.9%)</td>
							<td rowspan="1" colspan="1" align="center">169</td>
							<td rowspan="1" colspan="1" align="center">(37.1%)</td>
							<td rowspan="1" colspan="1" align="center">157</td>
							<td rowspan="1" colspan="1" align="center">(1.7%)</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>Pseudoxiphophorus bimaculatus
								</italic>(Pb)</td>
							<td rowspan="1" colspan="1" align="center">203</td>
							<td rowspan="1" colspan="1" align="center">(61%)</td>
							<td rowspan="1" colspan="1" align="center">72</td>
							<td rowspan="1" colspan="1" align="center">(15.8%)</td>
							<td rowspan="1" colspan="1" align="center">116</td>
							<td rowspan="1" colspan="1" align="center">(1.2%)</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>Poeciliopsis gracilis
								</italic>(Pg)</td>
							<td rowspan="1" colspan="1" align="center">105</td>
							<td rowspan="1" colspan="1" align="center">(31.5%)</td>
							<td rowspan="1" colspan="1" align="center">97</td>
							<td rowspan="1" colspan="1" align="center">(21.4%)</td>
							<td rowspan="1" colspan="1" align="center">88</td>
							<td rowspan="1" colspan="1" align="center">(0.9%)</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1"><italic>Cyprinus carpio </italic>(Cc)</td>
							<td rowspan="1" colspan="1" align="center">0</td>
							<td rowspan="1" colspan="1" align="center">(0%)</td>
							<td rowspan="1" colspan="1" align="center">14</td>
							<td rowspan="1" colspan="1" align="center">(3.1%)</td>
							<td rowspan="1" colspan="1" align="center">1</td>
							<td rowspan="1" colspan="1" align="center">(0%)</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Total</td>
							<td rowspan="1" colspan="1" align="center">333</td>
							<td rowspan="1" colspan="1" align="center">(100%)</td>
							<td rowspan="1" colspan="1" align="center">452</td>
							<td rowspan="1" colspan="1" align="center">(99.4%)</td>
							<td rowspan="1" colspan="1" align="center">9380</td>
							<td rowspan="1" colspan="1" align="center">(98.9%)</td>
						</tr>
					</tbody>
				</table>
			</table-wrap>
			<p> Our data showed that native species are persisting in very low abundances within the
				studied sites and seasons (<xref ref-type="fig" rid="f2">Fig. 2</xref>; Tab. <bold><inline-supplementary-material mime-subtype="pdf" mimetype="application" xlink:href="1982-0224-ni-22-01-e230042-s2.pdf">S2</inline-supplementary-material></bold>). In dam spillway site, the
				native species were absent. In spring-fed site, both native species were present,
				but with <italic>G. atripinis</italic> observed only during the rainy season and
					<italic>N. calientis</italic> during the dry hot season. In drainage confluence
				site, <italic>G. atripinis </italic>was present during all three seasons, but in
				relatively low numbers in contrast with invasive species. In dam spillway site,
					<italic>P. bimaculatus</italic> dominated during both dry hot and rainy seasons,
				while during the dry cold season, <italic>P. gracilis</italic> dominated. Similarly,
				in spring-fed site <italic>P. mexicana</italic> dominate during the same dry hot and
				rainy seasons, while <italic>P. reticulata</italic> dominated during the dry cold
				season. Interestingly, in drainage confluence site, <italic>P. reticulata</italic>
				dominated in all three seasons.</p>
			<p> Among the different sites, dam spillway had the lowest species richness and
				abundance, while spring-fed showed higher numbers and even more so in drainage
				confluence (<xref ref-type="table" rid="t2">Tab. 2</xref>). However, drainage confluence site exhibited the lowest values
				of diversity and highest of dominance, with <italic>P. reticulata</italic> being the
				most abundant species across all seasons. In contrast, spring-fed site showed the
				evenest distribution of species, with the lowest dominance index recorded being 0.31
				during the dry hot season. The analysis of beta diversity revealed that, overall,
				there is greater spatial than temporal variation in species composition (Tab.
				<bold><inline-supplementary-material mime-subtype="pdf" mimetype="application" xlink:href="1982-0224-ni-22-01-e230042-s3.pdf">S3</inline-supplementary-material></bold>). The site with the greatest difference was the dam spillway
				during the dry cold season, as only two species were recorded: <italic>P.
					gracilis</italic> and <italic>P. reticulata</italic>. High similarity was
				observed between the dam spillway during the dry hot and dry rainy seasons, as well
				as among the three seasons of the drainage confluence site. Among sites, there was a
				notable similarity between spring-fed during the rainy and dry cold seasons and
				drainage confluence across all three seasons.</p>
			<fig id="f2">
				<label>FIGURE 2 | </label>
				<caption>
					<title>Rank-abundance curves for each site and each sampled season. Pb:
						<italic>Pseudoxiphophorus bimaculatus</italic>; Pr: <italic>Poecilia
							reticulata</italic>; Pg: <italic>P. gracilis</italic>; Pm: <italic>P.
								mexicana</italic>; Ga: <italic>Goodea atripinnis</italic>; Nc:
						<italic>Notropis calientis</italic>, Cc: <italic>Cyprinus
							carpio</italic>. Native species are highlighted in bold. Due to the high
						number of individuals in drainage confluence site Log10 was used for
						comparative purposes.</title>
				</caption>
				<graphic xlink:href="1982-0224-ni-22-01-e230042-gf2.jpg"/>
			</fig>
			<table-wrap id="t2">
				<label>TABLE 2 | </label>
				<caption>
					<title>Environmental characteristics and community indexes for each site and
						season.</title>
					<p></p>
				</caption>
				<table>
					<tbody>
						<tr>
							<td rowspan="2" colspan="1"/>
							<td rowspan="1" colspan="3" align="center"><bold>Dam
								spillway</bold></td>
							<td rowspan="1" colspan="3" align="center"><bold>Spring-fed</bold></td>
							<td rowspan="1" colspan="3" align="center"><bold>Drainage
									confluence</bold></td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1" align="center"><bold>Dry hot</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Rainy</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Dry cold</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Dry hot</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Rainy</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Dry cold</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Dry hot</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Rainy</bold></td>
							<td rowspan="1" colspan="1" align="center"><bold>Dry cold</bold></td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">River velocity (m/s)</td>
							<td rowspan="1" colspan="1" align="center">0.02</td>
							<td rowspan="1" colspan="1" align="center">0.06</td>
							<td rowspan="1" colspan="1" align="center">0.08</td>
							<td rowspan="1" colspan="1" align="center">0.02</td>
							<td rowspan="1" colspan="1" align="center">0.02</td>
							<td rowspan="1" colspan="1" align="center">0.02</td>
							<td rowspan="1" colspan="1" align="center">0.35</td>
							<td rowspan="1" colspan="1" align="center">0.33</td>
							<td rowspan="1" colspan="1" align="center">1.33</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">River width (m)</td>
							<td rowspan="1" colspan="1" align="center">38</td>
							<td rowspan="1" colspan="1" align="center">28.8</td>
							<td rowspan="1" colspan="1" align="center">29</td>
							<td rowspan="1" colspan="1" align="center">40</td>
							<td rowspan="1" colspan="1" align="center">32.2</td>
							<td rowspan="1" colspan="1" align="center">33</td>
							<td rowspan="1" colspan="1" align="center">35</td>
							<td rowspan="1" colspan="1" align="center">28.8</td>
							<td rowspan="1" colspan="1" align="center">28.7</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">pH</td>
							<td rowspan="1" colspan="1" align="center">7.2</td>
							<td rowspan="1" colspan="1" align="center">7.2</td>
							<td rowspan="1" colspan="1" align="center">7.5</td>
							<td rowspan="1" colspan="1" align="center">7.3</td>
							<td rowspan="1" colspan="1" align="center">7.4</td>
							<td rowspan="1" colspan="1" align="center">7.7</td>
							<td rowspan="1" colspan="1" align="center">7.5</td>
							<td rowspan="1" colspan="1" align="center">7.6</td>
							<td rowspan="1" colspan="1" align="center">7.8</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Oxygen (%)</td>
							<td rowspan="1" colspan="1" align="center">26.9</td>
							<td rowspan="1" colspan="1" align="center">40.2</td>
							<td rowspan="1" colspan="1" align="center">48</td>
							<td rowspan="1" colspan="1" align="center">29.5</td>
							<td rowspan="1" colspan="1" align="center">36.5</td>
							<td rowspan="1" colspan="1" align="center">49.2</td>
							<td rowspan="1" colspan="1" align="center">27.3</td>
							<td rowspan="1" colspan="1" align="center">36</td>
							<td rowspan="1" colspan="1" align="center">40.6</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Temperature (ºC)</td>
							<td rowspan="1" colspan="1" align="center">20.1</td>
							<td rowspan="1" colspan="1" align="center">19.0</td>
							<td rowspan="1" colspan="1" align="center">18.9</td>
							<td rowspan="1" colspan="1" align="center">21.6</td>
							<td rowspan="1" colspan="1" align="center">20.7</td>
							<td rowspan="1" colspan="1" align="center">19.2</td>
							<td rowspan="1" colspan="1" align="center">21.4</td>
							<td rowspan="1" colspan="1" align="center">20.3</td>
							<td rowspan="1" colspan="1" align="center">19.1</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Species richness</td>
							<td rowspan="1" colspan="1" align="center">3</td>
							<td rowspan="1" colspan="1" align="center">3</td>
							<td rowspan="1" colspan="1" align="center">2</td>
							<td rowspan="1" colspan="1" align="center">5</td>
							<td rowspan="1" colspan="1" align="center">5</td>
							<td rowspan="1" colspan="1" align="center">4</td>
							<td rowspan="1" colspan="1" align="center">6</td>
							<td rowspan="1" colspan="1" align="center">5</td>
							<td rowspan="1" colspan="1" align="center">5</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Individuals</td>
							<td rowspan="1" colspan="1" align="center">195</td>
							<td rowspan="1" colspan="1" align="center">104</td>
							<td rowspan="1" colspan="1" align="center">34</td>
							<td rowspan="1" colspan="1" align="center">133</td>
							<td rowspan="1" colspan="1" align="center">164</td>
							<td rowspan="1" colspan="1" align="center">158</td>
							<td rowspan="1" colspan="1" align="center">1329</td>
							<td rowspan="1" colspan="1" align="center">3455</td>
							<td rowspan="1" colspan="1" align="center">4700</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Diversity (H)</td>
							<td rowspan="1" colspan="1" align="center">0.90</td>
							<td rowspan="1" colspan="1" align="center">0.45</td>
							<td rowspan="1" colspan="1" align="center">0.24</td>
							<td rowspan="1" colspan="1" align="center">1.30</td>
							<td rowspan="1" colspan="1" align="center">1.09</td>
							<td rowspan="1" colspan="1" align="center">0.99</td>
							<td rowspan="1" colspan="1" align="center">0.32</td>
							<td rowspan="1" colspan="1" align="center">0.39</td>
							<td rowspan="1" colspan="1" align="center">0.11</td>
						</tr>
						<tr>
							<td rowspan="1" colspan="1">Dominance (D)</td>
							<td rowspan="1" colspan="1" align="center">0.45</td>
							<td rowspan="1" colspan="1" align="center">0.79</td>
							<td rowspan="1" colspan="1" align="center">0.89</td>
							<td rowspan="1" colspan="1" align="center">0.31</td>
							<td rowspan="1" colspan="1" align="center">0.39</td>
							<td rowspan="1" colspan="1" align="center">0.45</td>
							<td rowspan="1" colspan="1" align="center">0.86</td>
							<td rowspan="1" colspan="1" align="center">0.84</td>
							<td rowspan="1" colspan="1" align="center">0.96</td>
						</tr>
					</tbody>
				</table>
			</table-wrap>
			<p> Our results indicate significant positive correlations between river width and
				temperature (r = 0.70, p = 0.03) and diversity (r = 0.72, p = 0.02), as well as
				significant negative correlations with dissolved oxygen (r = -0.67, p = 0.04) and
				dominance (r = -0.73, p = 0.02). Furthermore, the study revealed that the abundance
				was positively correlated with both river velocity (r = 0.89, p = 0.001) and pH
				levels (r = 0.67, p = 0.04). Additionally, the temperature was positively associated
				with species richness (r = 0.69, p = 0.03) and negatively related to dissolved
				oxygen (r = -0.80, p = 0.009) (<xref ref-type="table" rid="t2">Tab. 2</xref>).</p>
			<p> The results of Canonical Correspondence Analysis (CCA) provided valuable insights
				into the relationship between environmental characteristics and fish community
				structure across different sites and seasons (<xref ref-type="fig" rid="f3">Fig. 3</xref>). The first and second axes of
				the CCA explained 98% of the total variance (with 76% attributed to CCA1 and 22% to
				CCA2; Tab. <bold><inline-supplementary-material mime-subtype="pdf" mimetype="application" xlink:href="1982-0224-ni-22-01-e230042-s4.pdf">S4</inline-supplementary-material></bold>). CCA1 positive scores were strongly associated with pH
				(0.87) and river velocity (0.66), while showing a negative relation with river width
				(-0.33). These positive components of CCA1 were consistently associated to the
				presence of <italic>G. atripinnis</italic> and <italic>P. reticulata</italic> and
				the drainage confluence site throughout all seasons. Conversely, the negative side
				of CCA1 was associated with the dam spillway site across all seasons, with a
				prevalence of <italic>P. bimaculatus</italic> and <italic>P. gracilis</italic>.
				Additionally, the negative side of CCA1 was also linked to the spring-fed site
				during the dry hot and rainy seasons and with the presence of <italic>N.
					calientis</italic>, <italic>C. carpio</italic>, and <italic>P.
				mexicana</italic>. CCA2 positive scores were mainly influenced by Temperature (0.53)
				and river width (0.41), while displaying a negative relationship with river velocity
				(-0.2). This allowed for a clear differentiation between the spring-fed and dam
				spillway sites.</p>
			<fig id="f3">
				<label>FIGURE 3 | </label>
				<caption>
					<title>Canonical Correspondence Analysis (CCA) results showing the relative
						influence of environmental variable on the community structure of fish
						species within each site and seasons. Native species are represented by
						black triangles, while invasive species are denoted by black circles</title>
				</caption>
				<graphic xlink:href="1982-0224-ni-22-01-e230042-gf3.jpg"/>
			</fig>
			
		</sec>
		<sec sec-type="discussion">
			<title>DISCUSSION</title>
			<p>We found the Tula River to be extensively invaded, with only two native species
				persisting: the blackfin goodea (<italic>G. atripinnis</italic>) and the yellow
				shiner (<italic>N. calientis</italic>), but they only account for a maximum of 1% of
				total abundances. Historical inventories of native species in the heavily altered
				Tula River are scarce, hampering a comprehensive understanding of pre-existing
				biodiversity and its abundance. Our findings confirm a decline in native species
				likely due to anthropogenic alteration and competition with invasive species. </p>
			<p> From the two native species found in our site, <italic>N. calientis</italic> is the
				rarest. Its conservation status was recently evaluated for the IUCN Red List, where
				it was classified as Critically Endangered (<xref ref-type="bibr" rid="B34">Domínguez, 2019</xref>). Interestingly,
					<italic>N. calientis </italic>was found only in spring-fed, a site that is
				influenced by water springs along the riverbed. It was neither found in dam spillway
				site Endho, where only invasive species were found, nor in drainage confluence site,
				where the water from Saldo River is incorporated. Considering this, we believe that
				the subsistence of <italic>N. calientis</italic> is related to some aspects of water
				quality. Contrastingly, <italic>G. atripinnis</italic> is a widely distributed
				goodeid species in central Mexico (<xref ref-type="bibr" rid="B52">Miller <italic>et al</italic>., 2009</xref>), it holds a
				conservation status of Least Concern according to the most recent evaluation on the
				IUCN Red List (<xref ref-type="bibr" rid="B47">Koeck, Maiz-Tome, 2019</xref>). This species is known for its adaptability
				to challenging conditions (<xref ref-type="bibr" rid="B60">Ramírez-García <italic>et al</italic>., 2021</xref>) and its
				reputation as one of the most tolerant species within its family (<xref ref-type="bibr" rid="B65">Silva-Santos
					<italic>et al</italic>., 2016</xref>) it was encountered in remarkably low abundance
				only in spring-fed and drainage confluence sites.</p>
			<p> The other five species we found in our surveyed sites are widely recognized as
				invasive in the Central Mexican Plateau (<xref ref-type="bibr" rid="B52">Miller <italic>et al</italic>., 2009</xref>). In
				all sites, the most dominant species was an invasive poecilid, the specific species
				varied: <italic>P. bimaculatus</italic> in dam spillway site, <italic>P.
					mexicana</italic> in spring-fed site, and <italic>P. reticulata</italic> in
				drainage confluence site. Our data highlights the prevalence of invasive species,
				constituting 99.4% of the total fish population, posing a significant threat to
				native fish populations. The presence and abundance of invasive species are of
				concern because where poeciliids are established, they tend to disperse and colonize
				new areas naturally (<xref ref-type="bibr" rid="B44">Gomez-Márquez <italic>et al</italic>., 2016</xref>). As poeciliids can
				achieve a high level of invasiveness because they are viviparous fish with short
				reproductive cycles and high fecundity (<xref ref-type="bibr" rid="B58">Ramírez-García <italic>et al</italic>.,
				2017</xref>). These findings are of concern as invasive species represents one of the most
				severe and less controlled problems around the country (<xref ref-type="bibr" rid="B27">Contreras-MacBeath
					<italic>et al</italic>., 2014</xref>).</p>
			<p> In the Tula River, twospot livebearers (<italic>P. bimaculatus</italic>) dominated
				the dam spillway site where the species richness was relatively low and only other
				invasive species were present. This is an invasive species widely spread throughout
				freshwater ecosystems in central Mexico that can tolerate harsh environmental
				conditions and could establish widely around the globe (<xref ref-type="bibr" rid="B42">Gomez-Maldonado <italic>et
					al</italic>., 2023</xref>). Mature females and males of <italic>P. bimaculatus</italic>
				have been found in degraded sites of rivers where they tend to spread and colonize
				new areas (<xref ref-type="bibr" rid="B58">Ramírez-García <italic>et al</italic>., 2017</xref>). Furthermore, this species
				can endure changes in the elements of the trophic web and food availability, as it
				can feed from terrestrial insects, fish eggs, and fish larvae, therefore it can
				threaten native fish populations (<xref ref-type="bibr" rid="B18">Carbajal-Becerra <italic>et al</italic>., 2020</xref>).
				For instance, in other basins from central Mexico <italic>P. bimaculatus</italic>
				was classified as a threat to <italic>N. calientis</italic> populations through egg
				predation (<xref ref-type="bibr" rid="B18">Carbajal-Becerra <italic>et al.</italic>, 2020</xref>). </p>
			<p> Drainage confluence site stands out as a significant site, the prevalence of
					<italic>P. reticulata</italic> at this site is particularly striking, with a
				notably higher abundance of this species than observed at other sites, linked to
				river velocity and higher pH levels. Additionally, drainage confluence site is
				situated within an urban perimeter and is impacted by anthropogenic influences,
				especially after the incorporation of the Salado River. Guppies’ high dominance is
				not surprising, given that guppies are known for being successful invaders
				(<xref ref-type="bibr" rid="B50">Magurran, 2005</xref>). They can establish populations in a wide range of conditions
				(<xref ref-type="bibr" rid="B40">Gibson, Hirst, 1955</xref>; <xref ref-type="bibr" rid="B23">Chervinski, 1984</xref>; <xref ref-type="bibr" rid="B24">Chung, 2001</xref>), manage to survive and settle
				in changing temperatures (<xref ref-type="bibr" rid="B24">Chung, 2001</xref>; <xref ref-type="bibr" rid="B61">Reeve <italic>et al</italic>., 2014</xref>) and
				salinities (<xref ref-type="bibr" rid="B23">Chervinski, 1984</xref>), which may be vastly different from those of their
				native environment. The species composition observed in our study aligns with the
				findings of Gutierrez-Yurrita (2013). However, they reported <italic>P.
					reticulata</italic> a new record for the basin, and it was only present in the
				middle section of the Moctezuma River, and not in the Tula River. In contrast, we
				found <italic>P. reticulata</italic> in all three sites and was dominant in drainage
				confluence, suggesting that the species has expanded its territory in recent years.
					<italic>P. reticulata</italic> is a very social species that derives benefits
				from associations with natives (<xref ref-type="bibr" rid="B15">Camacho-Cervantes <italic>et al</italic>., 2015</xref>) and
				other poeciliid invaders (<xref ref-type="bibr" rid="B64">Santiago-Arellano <italic>et al</italic>., 2021</xref>), such as
				transmission of information and foraging efficiency or boldness increase. If this
				were a trend also for the other species found, we hypothesize that twospot and
				porthole livebearers could also be gaining benefits from associating with natives
				(<xref ref-type="bibr" rid="B13">Camacho-Cervantes <italic>et al.</italic>, 2023</xref>) as well as following an invasive
				meltdown trend, thus increasing the likelihood of exotic species becoming successful
				when establishing in an already invaded ecosystem (<xref ref-type="bibr" rid="B66">Simberloff, 2006</xref>; <xref ref-type="bibr" rid="B45">Green
					<italic>et al</italic>., 2011</xref>). However, the geometry of propagule pressure can
				also play a role (<xref ref-type="bibr" rid="B21">Cassey <italic>et al</italic>., 2018</xref>). Unfortunately, there is no
				available record of the succession of species invasion in the river. </p>
			<p> Spring-fed site presented the highest richness and diversity, indicating a
				relatively even distribution of abundance. In this site, <italic>P.
					mexicana</italic> was the most abundant species. Notably, this site was the only
				site where all seven species were recorded. This may be due to the presence of water
				springs in the nearby area, which may improve water quality, potentially impacting
				community structure. Additionally, it is the only site where both native species
				were present, this may suggest that water springs could positively influence the
				community structure. For example, in another freshwater site with water springs in
				the center of Mexico, La Mintzita, the fish community includes 13 fish species, of
				which four are exotic (<xref ref-type="bibr" rid="B53">Marín-Togo, Blanco-García, 2009</xref>).</p>
			<p> The differences observed in the community structure of fish suggest that
				environmental factors are affecting fish populations in the Tula River. Ecosystem
				alteration can facilitate the establishment of invasive species and these species,
				in turn, can impact water quality, generating a synergistic effect on native species
				populations (<xref ref-type="bibr" rid="B61">Reeve <italic>et al</italic>., 2014</xref>). The observation of different
				invasive poeciliid species dominating at various sites is intriguing and suggests
				that several factors may contribute to their distribution patterns. These species
				likely exhibit distinct habitat preferences and environmental tolerances. For
				instance, <italic>P. reticulata</italic> appears to be associated with higher pH and
				river velocity, while <italic>P</italic>.<italic> bimaculatus</italic> and
					<italic>P</italic>.<italic> gracilis</italic> were related to lower pH and
				colder temperatures, and <italic>P. mexicana</italic> was associated with higher
				temperatures and lower river velocity. Differences in species dominance further
				underscore the potential impact of competitive interactions among poeciliids. To
				understand the mechanisms behind these trends, further investigation is necessary.
				This may involve conducting additional field surveys to study the ecological
				conditions and resource availability at each site, as well as performing controlled
				laboratory experiments to assess the competitive interactions between different
				poeciliid species.</p>
			<p> Our results indicate a clear relationship between river characteristics and fish
				community structure, highlighting the significance of river width, river velocity,
				temperature, dissolved oxygen, and pH. Specifically, we found that wider rivers tend
				to host higher species diversity this may be due to the availability of diverse
				habitats and microhabitats that can support a variety of species with different
				ecological niches (<xref ref-type="bibr" rid="B57">Ramírez <italic>et al</italic>., 2022</xref>). River velocity and pH
				demonstrated significant correlations with the abundance of individuals,
				particularly seem to be favoring <italic>P. reticulata</italic>, which dominated the
				drainage confluence site consistently across all seasons. Additionally, our analysis
				indicates a significant positive relationship between temperature and species
				richness. However, it is crucial to acknowledge the influence of other factors like
				habitat complexity and nutrient availability, which are commonly linked to warmer
				environments (<xref ref-type="bibr" rid="B12">Caissie, 2006</xref>). Furthermore, the significant negative relationship
				between temperature and dissolved oxygen is consistent with the widely recognized
				phenomenon that warmer water holds less dissolved oxygen, potentially leading to
				stress for aquatic organisms (<xref ref-type="bibr" rid="B28">Córdova-Tapia <italic>et al</italic>., 2018</xref>). This
				finding holds particular significance in the context of climate change and the
				anthropogenic impacts on aquatic ecosystems (<xref ref-type="bibr" rid="B29">Daufresne, Boet, 2007</xref>).</p>
			<p> Achieving a comprehensive understanding of water quality necessitates a more
				specific and in-depth study, involving the monitoring of a broader array of water
				quality parameters at increased frequencies and over extended durations. For
				instance, within this particular system, we observed greater spatial than temporal
				variation in species composition, which can be attributed to anthropogenic
				alterations. Conducting a study of this nature can be highly complex due to the
				diverse range of biological, chemical, and physical factors that interact in the
				river. As such, it is crucial to consider the presence of heavy metals, residues
				from petroleum refining industry, pharmaceutical products, pesticides, and other
				emerging contaminants that may affect the community structure (<xref ref-type="bibr" rid="B54">Ortiz-Gallarza,
					Ramirez-Lopez, 2003</xref>; <xref ref-type="bibr" rid="B63">Rubio-Franchini <italic>et al</italic>., 2016</xref>; <xref ref-type="bibr" rid="B33">Díaz,
				Peña-Alvarez, 2017</xref>). Nevertheless, the presence of native species has been
				documented, making it worthwhile to comprehend the factors driving the success of
				invasive species and develop sustainable approaches to control their spread and
				reduce their negative effects. </p>
			<p> Invasive species have become crucial in the study of aquatic systems as they
				frequently outcompete native species, particularly in polluted habitats (<xref ref-type="bibr" rid="B11">Bourret
					<italic>et al</italic>., 2008</xref>; <xref ref-type="bibr" rid="B41">Gomes-Silva <italic>et al</italic>., 2020</xref>). In
				this case, the native species in Tula River face a double pressure of anthropogenic
				alteration and invasion, which can act synergistically (<xref ref-type="bibr" rid="B22">Cazzolla-Gatti, 2016</xref>;
				<xref ref-type="bibr" rid="B17">Camacho-Cervantes, Wong, 2023</xref>). The Tula River, despite being highly polluted and
				invaded, presents a significant opportunity for restoration due to its surroundings
				and the importance of reusing wastewater from major cities, as has been successfully
				done in other countries (<xref ref-type="bibr" rid="B5">Bain <italic>et al</italic>., 2014</xref>). </p>
			<p> The rapid loss of species and habitats in the region has raised concerns regarding
				the need to protect and conserve ecologically important areas and species
				(<xref ref-type="bibr" rid="B46">Gutiérrez-Yurrita <italic>et al</italic>., 2013</xref>). To address these concerns, a
				basin ecosystem management scheme can be implemented that coordinates the management
				of public and private economic resources. The National Strategy on Invasive Species
				in Mexico is a comprehensive plan established by the Mexican government to address
				the issue of invasive species management. Its main objective is to prevent the
				introduction and spread of exotic species that may pose a threat to biodiversity and
				native ecosystems. To achieve this, the strategy focuses on various actions, such as
				early identification and risk assessment of potential invasive species,
				implementation of control and eradication measures when necessary, and strengthening
				cooperation among government entities, academic institutions, non-governmental
				organizations, and civil society (<xref ref-type="bibr" rid="B26">Conabio, 2010</xref>). The dominance of invasive species
				underscores the need for urgent conservation efforts to protect and restore the
				native fish populations and prevent the arrival of new exotics (<xref ref-type="bibr" rid="B68">Suárez-Rodríguez
					<italic>et al</italic>., 2023</xref>). We emphasize the importance of implementing
				measures to control the spread and impact of invasive species, including monitoring
				and regulation of species introduction and improved management strategies to promote
				the conservation of native species. Unless immediate and effective action is taken,
				the dominance of invasive species will continue to threaten native species in the
				Mexican Central Plateau.</p>
			
		</sec>
	</body>
	<back>
		<ack>
			<title>ACKNOWLEDGEMENTS</title>
			<p>This research was funded by PAPIIT-DGAPA-UNAM IA202419 and IA201722 grants awarded to
				MCC. VPH thanks CONACYT for the postgrad scholarship No 675430. Authors thank Dr. J.
				Jaime Zúñiga-Vega and Dr. Guillermina Alcaraz for insightful comments to discuss our
				results, Abigail Santiago-Arellano, Sebastian Gomez-Maldonado, and Yannire
				Vazquez-Benitez for their help to carry out fieldwork, and Ruth Luna Soria and
				Gabriela Ramos Mayoral for their help during the preparation of the manuscript. FCT
				thanks the Lost Paragraph Society for essential support.</p>
		</ack>
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