Research Article |
Corresponding author: István Czeglédi ( czegledi.istvan@blki.hu ) Academic editor: Nicola Smith
© 2024 István Czeglédi, András Specziár, Bálint Preiszner, Gergely Boros, Bálint Bánó, Attila Mozsár, Péter Takács, Tibor Erős.
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:
Czeglédi I, Specziár A, Preiszner B, Boros G, Bánó B, Mozsár A, Takács P, Erős T (2024) Stable isotope analysis reveals diet niche partitioning between native species and the invasive black bullhead (Ameiurus melas Rafinesque, 1820). NeoBiota 94: 57-77. https://doi.org/10.3897/neobiota.94.122496
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The introduction and spread of alien fish species pose a major threat to native communities and ecosystem functioning in freshwaters. Black bullhead is one of the most successful invaders in European waters with several detrimental effects on native biota and ecosystems. In this study, we used stable isotope analysis to compare the body size and season-dependent diet, trophic position, isotopic niche size, and niche overlap of the invasive black bullhead with two native fish species (roach and European perch) in Lake Balaton, Hungary. We found that black bullhead could be characterized by invertivore-piscivorous feeding habit with a high rate of fish consumption. The rate of fish predation by invasive black bullhead increased with body size, while no seasonal differences were observed in fish consumption. Contrary to our hypothesis, little evidence of actual feeding competition was found between black bullhead and native fishes. Our results suggest that the studied species assimilate distinct energy resources in different proportions leading to a substantial amount of niche partitioning among them. We conclude that black bullhead may represent a threat for native, small-sized fishes primarily through predation and recommend urgent management actions (e.g. selective removal of the species) to minimize its adverse impacts on native communities.
Biotic interactions, fish, non-native, piscivory, predation, trophic position
The occurrence and spread of invasive species are leading drivers of biodiversity loss and pose major threats to ecosystem integrity. Adverse impacts of invasive species can be various and may occur at multiple ecological levels from single prey-predator relationships and competition (
Several non-native fish species have been introduced into European freshwaters during the past decades mainly to support for commercial purposes, sport fishing or the ornamental market (
Black bullhead is an effective competitor and predator of native fish species. For example,
Stable isotope analysis (SIA) of carbon (δ13C) and nitrogen (δ15N) is a powerful method to examine the general feeding habits of fish (
The objective of this study was to compare the diet and the isotopic niche size and niche overlap of the invasive black bullhead and two native fish species. Since previous gut content analysis-based studies suggested that black bullhead is typically omnivorous with a dominance of invertebrate and fish preys in its diet (
Lake Balaton is the largest lake (surface area: 593 km2; mean depth: 3.2 m) in Central Europe situated at 46°42'–47°04'N, 17°15'–18°10'E and 104.8 m above sea level. The lake is typically turbid and mesotrophic (
Fish were collected by fyke netting and electrofishing in Lake Balaton during three sampling periods in 2022: (1) spring (from 26 May to 28 May), (2) summer (from 15 August to 25 August), and (3) autumn (from 29 October to 3 November). Fyke nets were inspected and emptied every day. The net frame had a length of 80 cm with an easily expanding 15 cm throat size. Mesh size of the net was 8 mm. Electrofishing was performed using a backpack electrofishing gear (IG200/2B, PDC, 50–100 Hz, 350–650 V, max. 10 kW; Hans Grassl GmbH, Germany) from a rubber boat in the littoral zone of the lake during night-time. Two size groups of each species were collected in each season. The smaller size group included 1+ year old individuals with a size of 8–11 cm standard body length (SL), while the larger size group contained 3+ years old individuals with a size of 17–23 cm SL. Altogether, 15 individuals were collected of each species in each season and size group. Collected individuals were immediately transported into the Balaton Limnological Research Institute where they were stored frozen (-20 °C) until the laboratory processing (within 1–2 weeks).
The most common potential food items in Lake Balaton suggested by
All procedures involving the handling and treatment of animals were in accordance with Hungarian law and the permit for the delivery and use of aquatic animals for scientific purposes (permit reg. no.: VE-I-001/01890-3/2013, valid between 22 August 2013 and 21 August 2023, issued by the Food-Security and Animal Health Directorate, Governmental Office of Veszprém County, Hungary).
We used δ13C and δ15N ratios to examine the diet and provide estimates of niche overlap among black bullhead and native fish species. Dorsal muscle tissues were taken from fish for SIA. All samples were dried to a constant weight at 50 °C before grinding into a fine powder with a mortar and pestle. Stable isotopes were measured with a Thermo Scientific™ EA IsoLink™ IRMS System coupled to a Thermo Finnigan DeltaPLUS XP continuous-flow isotope ratio mass spectrometer. Stable isotope ratios are reported as ‰ with the δ notation as follows:
δX (‰) = [(R sample/R standard) - 1] × 1000
where X is 13C or 15N and R is 13C/12C or 15N/14N ratios. The reference materials used were secondary standards of known relation to the international standards of Vienna Pee Dee Belemnite for carbon and atmospheric N2 for nitrogen. Each sample was measured at least in three replicates for each stable isotope. Standard deviations of individual δ15N and δ13C measurements were ± 0.1 ‰ and ± 0.1 ‰, respectively.
All data analyses were performed in the R environment (R Core Team, 2021). δ13C and δ15N ratios were compared among species, seasons and size groups with an aligned rank transform analysis of variance (ART ANOVA) in the package ARTool 0.11.1 (
For visualization, isotopic niches of species for each season and size group were determined as standard ellipse areas (SEA) using the package SIBER 2.1.6 (
For calculating isotopic niche sizes (SEAc) and niche overlaps between black bullhead and native fish species we used the package nicheROVER 1.1.0 (
We further applied Hotelling T2 test statistic to examine whether native fishes and black bullhead occupied unique isotopic niches. This test uses a permutation procedure and evaluates the null hypothesis that the Euclidian distance between each pair of centroids does not differ from zero (
The relative contribution of different food sources was estimated using Bayesian stable isotope mixing models (package MixSIAR 3.1.12) (
For quantifying the relative contribution of littoral and pelagic carbon sources to the diet of each consumer, we carried out two source-one biotracer (δ13C) Bayesian mixing models. For this, we chose one consumer from both the littoral (snail) and the pelagic zone (mussel) of the lake. Snails and mussels are widely used organisms for quantifying the importance of littoral and pelagic carbon sources (
Finally, we used a two-baseline model from the package tRophicPosition 0.8.0 (
ANOVA showed that δ13C differed significantly among species (F2,252 = 116.80, P < 0.0001). Generally, black bullhead was more depleted in δ13C than perch and roach (contrast tests: P < 0.0001) (Fig.
Isotopic niches (SEAc) and their centroids (+) of large and small size groups of black bullhead (Ameiurus melas), perch (Perca fluviatilis) and roach (Rutilus rutilus) collected in Lake Balaton (Hungary) in spring (from 26 May to 28 May), summer (from 15 August to 25 August) and autumn (from 29 October to 3 November) of 2022. Axes show the δ13C and δ15N values of individuals.
Core niche size of black bullhead was significantly (>0.95 probability) smaller in spring for the small and in autumn for the large size group, compared to other seasons (Fig.
The proportion of isotopic area of large perch (Perca fluviatilis) (A), small perch (B), large roach (Rutilus rutilus) (C) and small roach (D) overlapping with the isotopic area of large and small black bullhead (Ameiurus melas) collected in Lake Balaton (Hungary) in spring (from 26 May to 28 May), summer (from 15 August to 25 August) and autumn (from 29 October to 3 November) of 2022. Axes show seasons and the proportion of diet overlap. Whiskers indicate 95% credible intervals with outliers (black dots). Boxplots indicate 25th, 50th and 75th percentiles. Grey dots indicate the mean proportion of overlap. Each value was calculated from model posterior distributions (see Materials and Methods for details).
Centroid locations of fish species in the isotopic space varied significantly (P < 0.05) in each season, suggesting that species occupy unique trophic niches relative to each other throughout the year. Size groups within species were also separated significantly except for summer black bullhead and summer roach for which Euclidian distance between centroids of their large and small size groups were not significantly different from zero (Fig.
The most important dietary component of large black bullhead and large perch was fish in each season (Fig.
Estimated seasonal contributions of food sources to the diet of large and small size groups of black bullhead (Ameiurus melas), perch (Perca fluviatilis) and roach (Rutilus rutilus) based on Bayesian stable isotope mixing models. Fish were collected in Lake Balaton (Hungary) in spring (from 26 May to 28 May), summer (from 15 August to 25 August) and autumn (from 29 October to 3 November) of 2022. Axes show different food sources and their estimated contributions to the diet. Whiskers indicate 95% credible intervals. Boxplots indicate 25th, 50th and 75th percentiles. Each value was calculated from model posterior distributions (see Materials and methods for details).
Large perch occurred in the highest trophic position in each season followed by large black bullhead (Fig.
Estimated posterior trophic position of large and small size groups of black bullhead (Ameiurus melas), perch (Perca fluviatilis) and roach (Rutilus rutilus) collected in Lake Balaton in spring (SP, from 26 May to 28 May), summer (SU, from 15 August to 25 August) and autumn (AU, from 29 October to 3 November). Axes show seasons and the trophic position of species in different size groups. Each value was calculated from model posterior distributions (see Materials and Methods for details).
The most prominent impact of invasive black bullhead on native fish and ecosystems is that it can act as a predator and a competitor of food resources simultaneously (
Niche partitioning facilitates the local coexistence of native and alien species that divide available resources by separating along one or more niche dimensions (e.g., diet, habitat, activity time) (
Variation in the foraging areas could also contribute to the variability of δ13C values. For example,
Isotopic areas of native species overlapped only slightly or negligibly with the isotopic area of black bullhead throughout the year and in each size group suggesting relatively low potential for competition among them. It is important to note that our results do not rule out that black bullhead competes for food with other fishes in the lake. It does highlight, however, that the species’ omnivorous or invertivore-piscivorous feeding habit detected in other ecosystems do not necessarily predetermine that black bullhead would compete with co-occurring native fishes from similar feeding groups (
Although black bullhead was predicted to occupy intermediate trophic position between perch and roach, the preference towards animal-based food items raised the species into the same level where the invertivore-piscivorous perch occurs. By taking into consideration all fishes in Lake Balaton, only piscivore apex predators such as pike, pikeperch (Sander lucioperca Linnaeus, 1758), European catfish (Silurus glanis Linnaeus, 1758), and asp (Leuciscus aspius Linnaeus, 1758) are in a higher position in the food web (Specziár, 2010). The substantial rate of fish consumption revealed by this study suggests that black bullhead is likely to have a large impact on native fish assemblage through predation. Our results thus are in accordance with
In conclusion, we compared the diet of black bullhead with an omnivorous and an invertivore-piscivorous fish species and found proof for intensive fish predation but revealed little evidence of actual feeding competition with native fish in Lake Balaton. The high proportion of fish in the diet of black bullhead might raise concerns in its invaded range. For example, in Lake Balaton, its population size suddenly increased (relative abundance of the species was <1% between 1996 and 2018 and 14.5% in 2022, unpublished standard monitoring data), and thus the species may represent a threat for native, small-sized fishes. Its predation can be especially significant during the spawning period, in spring and early summer when juvenile native fish are recruiting in the lake. Moreover, current human-induced alterations in the environmental characteristics of the lake (e.g. establishing wave-free harbours where dense submerged macrovegetation can develop) may further facilitate the spread and population growth of black bullhead (
We thank Ingrid Győri, Bendegúz Márton Tóth, Krisztina Krassován, Hajnalka Horváth and Izabella Battonyai Tátrainé for their assistance in laboratory works. István Czeglédi was supported by the OTKA PD 138296 grant (National Research, Development and Innovation Office – NKFIH). Péter Takács was supported by the OTKA FK 140902 project (National Research, Development and Innovation Office – NKFIH). The research presented in this article was supported by the Széchenyi Plan Plus program (RRF 2.3.1-21-2022-00008 project) and the Sustainable Development and Technologies National Programme of the Hungarian Academy of Sciences (FFT NP FTA).
The authors have declared that no competing interests exist.
No ethical statement was reported.
This work was supported by the OTKA PD 138296 grant (National Research, Development and Innovation Office – NKFIH), the Széchenyi Plan Plus program (RRF 2.3.1-21-2022-00008 project) and the Sustainable Development and Technologies National Programme of the Hungarian Academy of Sciences (FFT NP FTA).
Conceptualization: IC, TE. Data curation: IC, AS. Formal analysis: IC. Funding acquisition: IC, TE. Investigation: IC, TE, AS, PT, BB, GB, AM, BP. Methodology: IC, BB, TE, AM, PT, AS, BP, GB. Project administration: IC. Resources: IC, TE. Supervision: IC. Visualization: IC. Writing - original draft: IC. Writing - review and editing: AS, TE, BB, BP, GB, AM, PT.
István Czeglédi https://orcid.org/0000-0002-0244-7987
Bálint Preiszner https://orcid.org/0000-0002-3352-2169
Gergely Boros https://orcid.org/0000-0002-6460-7608
Bálint Bánó https://orcid.org/0000-0001-7734-4803
Attila Mozsár https://orcid.org/0000-0002-2013-3017
Péter Takács https://orcid.org/0000-0001-5247-7597
Tibor Erős https://orcid.org/0000-0002-2252-3115
All of the data that support the findings of this study are available from the corresponding author upon reasonable request.
Seasonal niche size differences within species and size groups. Values indicate probability values from posterior distributions.
Black bullhead | |||||||
---|---|---|---|---|---|---|---|
small size group | large size group | ||||||
spring | summer | autumn | spring | summer | autumn | ||
spring | NA | spring | NA | ||||
summer | >0.95 | NA | summer | 0.57 | NA | ||
autumn | >0.95 | 0.89 | NA | autumn | >0.95 | >0.95 | NA |
Perch | |||||||
small size group | large size group | ||||||
spring | summer | autumn | spring | summer | autumn | ||
spring | NA | spring | NA | ||||
summer | >0.95 | NA | summer | 0.69 | NA | ||
autumn | >0.95 | >0.95 | NA | autumn | 0.76 | 0.58 | NA |
Roach | |||||||
small size group | large size group | ||||||
spring | summer | autumn | spring | summer | autumn | ||
spring | NA | spring | NA | ||||
summer | 0.88 | NA | summer | 0.58 | NA | ||
autumn | 0.62 | 0.80 | NA | autumn | 0.78 | 0.72 | NA |
Niche size differences between species. Values indicate probability values from posterior distributions.
Spring | |||||||
---|---|---|---|---|---|---|---|
small size group | large size group | ||||||
Black bullhead | Perch | Roach | Black bullhead | Perch | Roach | ||
Black bullhead | NA | Black bullhead | NA | ||||
Perch | >0.95 | NA | Perch | >0.95 | NA | ||
Roach | >0.95 | 0.91 | NA | Roach | 0.86 | >0.95 | NA |
Summer | |||||||
small size group | large size group | ||||||
Black bullhead | Perch | Roach | Black bullhead | Perch | Roach | ||
Black bullhead | NA | Black bullhead | NA | ||||
Perch | >0.95 | NA | Perch | >0.95 | NA | ||
Roach | >0.95 | >0.95 | NA | Roach | 0.85 | >0.95 | NA |
Autumn | |||||||
small size group | large size group | ||||||
Black bullhead | Perch | Roach | Black bullhead | Perch | Roach | ||
Black bullhead | NA | Black bullhead | NA | ||||
Perch | >0.95 | NA | Perch | 0.66 | NA | ||
Roach | >0.95 | >0.95 | NA | Roach | >0.95 | >0.95 | NA |
Results of Hotelling T2 test. Upper matrix indicates Hotelling T2 values, while lower matrix indicates P values.
Spring | |||||||
---|---|---|---|---|---|---|---|
Black bullhead | Perch | Roach | |||||
large | small | large | small | large | small | ||
Black bullhead | large | NA | 51.10 | 14.74 | 11.08 | 112.16 | 193.76 |
small | <0.0001 | NA | 217.41 | 30.84 | 80.72 | 233.43 | |
Perch | large | 0.0030 | <0.0001 | NA | 25.93 | 216.15 | 310.86 |
small | 0.0105 | <0.0001 | 0.0001 | NA | 60.06 | 167.44 | |
Roach | large | <0.0001 | <0.0001 | <0.0001 | <0.0001 | NA | 17.58 |
small | <0.0001 | <0.0001 | <0.0001 | <0.0001 | 0.0012 | NA | |
Summer | |||||||
Black bullhead | Perch | Roach | |||||
large | small | large | small | large | small | ||
Black bullhead | large | NA | 4.97 | 22.85 | 20.99 | 78.25 | 91.96 |
small | 0.108 | NA | 60.06 | 32.25 | 54.51 | 67.23 | |
Perch | large | 0.0003 | <0.0001 | NA | 25.84 | 265.79 | 317.83 |
small | 0.0005 | <0.0001 | 0.0001 | NA | 111.44 | 119.02 | |
Roach | large | <0.0001 | <0.0001 | <0.0001 | <0.0001 | NA | 4.02 |
small | <0.0001 | <0.0001 | <0.0001 | <0.0001 | 0.1612 | NA | |
Autumn | |||||||
Black bullhead | Perch | Roach | |||||
large | small | large | small | large | small | ||
Black bullhead | large | NA | 13.78 | 257.56 | 39.31 | 310.47 | 355.38 |
small | 0.0042 | NA | 259.66 | 15.57 | 177.34 | 181.49 | |
Perch | large | <0.0001 | <0.0001 | NA | 35.37 | 476.71 | 380.15 |
small | <0.0001 | 0.0023 | <0.0001 | NA | 55.03 | 52.4 | |
Roach | large | <0.0001 | <0.0001 | <0.0001 | <0.0001 | NA | 10.08 |
small | <0.0001 | <0.0001 | <0.0001 | <0.0001 | 0.0150 | NA |
The relative contribution of littoral and pelagic carbon sources to the diet of fish species.
Season | Species | Size group | Source of carbon | Mean | SD | 2.50% | 5% | 25% | 50% | 75% | 95% | 97.50% |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Spring | Black bullhead | large | pelagic | 0.928 | 0.031 | 0.866 | 0.875 | 0.907 | 0.930 | 0.951 | 0.978 | 0.984 |
littoral | 0.072 | 0.031 | 0.016 | 0.022 | 0.049 | 0.070 | 0.093 | 0.125 | 0.134 | |||
small | pelagic | 0.927 | 0.029 | 0.869 | 0.877 | 0.907 | 0.929 | 0.949 | 0.973 | 0.980 | ||
littoral | 0.073 | 0.029 | 0.020 | 0.027 | 0.051 | 0.071 | 0.093 | 0.123 | 0.131 | |||
Perch | large | pelagic | 0.864 | 0.035 | 0.799 | 0.807 | 0.838 | 0.864 | 0.887 | 0.923 | 0.935 | |
littoral | 0.136 | 0.035 | 0.065 | 0.077 | 0.113 | 0.136 | 0.162 | 0.193 | 0.201 | |||
small | pelagic | 0.861 | 0.030 | 0.803 | 0.811 | 0.840 | 0.861 | 0.882 | 0.910 | 0.920 | ||
littoral | 0.139 | 0.030 | 0.080 | 0.090 | 0.118 | 0.139 | 0.160 | 0.189 | 0.197 | |||
Roach | large | pelagic | 0.850 | 0.032 | 0.790 | 0.799 | 0.829 | 0.850 | 0.872 | 0.903 | 0.913 | |
littoral | 0.150 | 0.032 | 0.087 | 0.097 | 0.128 | 0.150 | 0.171 | 0.201 | 0.210 | |||
small | pelagic | 0.846 | 0.030 | 0.790 | 0.798 | 0.825 | 0.847 | 0.867 | 0.896 | 0.906 | ||
littoral | 0.154 | 0.030 | 0.094 | 0.104 | 0.133 | 0.153 | 0.175 | 0.202 | 0.210 | |||
Season | Species | Size group | Source of carbon | Mean | SD | 2.50% | 5% | 25% | 50% | 75% | 95% | 97.50% |
Summer | Black bullhead | large | pelagic | 0.941 | 0.026 | 0.886 | 0.894 | 0.924 | 0.943 | 0.961 | 0.981 | 0.985 |
littoral | 0.059 | 0.026 | 0.015 | 0.019 | 0.039 | 0.057 | 0.076 | 0.106 | 0.114 | |||
small | pelagic | 0.935 | 0.028 | 0.878 | 0.887 | 0.916 | 0.937 | 0.956 | 0.977 | 0.983 | ||
littoral | 0.065 | 0.028 | 0.017 | 0.023 | 0.044 | 0.063 | 0.084 | 0.113 | 0.122 | |||
Perch | large | pelagic | 0.869 | 0.031 | 0.810 | 0.818 | 0.847 | 0.869 | 0.891 | 0.921 | 0.930 | |
littoral | 0.131 | 0.031 | 0.070 | 0.079 | 0.109 | 0.131 | 0.153 | 0.182 | 0.190 | |||
small | pelagic | 0.856 | 0.030 | 0.797 | 0.806 | 0.836 | 0.855 | 0.876 | 0.906 | 0.914 | ||
littoral | 0.144 | 0.030 | 0.086 | 0.094 | 0.124 | 0.145 | 0.164 | 0.194 | 0.203 | |||
Roach | large | pelagic | 0.879 | 0.030 | 0.821 | 0.830 | 0.858 | 0.879 | 0.900 | 0.929 | 0.939 | |
littoral | 0.121 | 0.030 | 0.061 | 0.071 | 0.100 | 0.121 | 0.142 | 0.170 | 0.179 | |||
small | pelagic | 0.866 | 0.032 | 0.807 | 0.815 | 0.844 | 0.866 | 0.888 | 0.919 | 0.931 | ||
littoral | 0.134 | 0.032 | 0.069 | 0.081 | 0.112 | 0.134 | 0.156 | 0.185 | 0.193 | |||
Season | Species | Size group | Source of carbon | Mean | SD | 2.50% | 5% | 25% | 50% | 75% | 95% | 97.50% |
Autumn | Black bullhead | large | pelagic | 0.945 | 0.022 | 0.899 | 0.906 | 0.931 | 0.946 | 0.961 | 0.977 | 0.981 |
littoral | 0.055 | 0.022 | 0.019 | 0.023 | 0.039 | 0.054 | 0.069 | 0.094 | 0.101 | |||
small | pelagic | 0.942 | 0.022 | 0.894 | 0.903 | 0.927 | 0.944 | 0.958 | 0.975 | 0.980 | ||
littoral | 0.058 | 0.022 | 0.020 | 0.025 | 0.042 | 0.056 | 0.073 | 0.097 | 0.106 | |||
Perch | large | pelagic | 0.832 | 0.027 | 0.780 | 0.788 | 0.814 | 0.832 | 0.850 | 0.875 | 0.884 | |
littoral | 0.168 | 0.027 | 0.116 | 0.125 | 0.150 | 0.168 | 0.186 | 0.212 | 0.220 | |||
small | pelagic | 0.824 | 0.025 | 0.775 | 0.783 | 0.808 | 0.825 | 0.841 | 0.866 | 0.873 | ||
littoral | 0.176 | 0.025 | 0.127 | 0.134 | 0.159 | 0.175 | 0.192 | 0.217 | 0.225 | |||
Roach | large | pelagic | 0.776 | 0.025 | 0.727 | 0.735 | 0.760 | 0.776 | 0.792 | 0.816 | 0.824 | |
littoral | 0.224 | 0.025 | 0.176 | 0.184 | 0.208 | 0.224 | 0.240 | 0.265 | 0.273 | |||
small | pelagic | 0.766 | 0.025 | 0.718 | 0.725 | 0.749 | 0.767 | 0.783 | 0.808 | 0.816 | ||
littoral | 0.234 | 0.025 | 0.184 | 0.192 | 0.217 | 0.233 | 0.251 | 0.275 | 0.282 |