1
|
Murphy SM, Hathcock CD, Espinoza TN, Fresquez PR, Berryhill JT, Stanek JE, Sutter BJ, Gaukler SM. Comparative spatially explicit approach for testing effects of soil chemicals on terrestrial wildlife bioindicator demographics. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 316:120541. [PMID: 36336177 DOI: 10.1016/j.envpol.2022.120541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 10/07/2022] [Accepted: 10/27/2022] [Indexed: 06/16/2023]
Abstract
Wildlife species are often used as bioindicators to evaluate the extent and severity of environmental contamination and the effectiveness of remediation practices. A common approach for investigating population- or community-level impacts on bioindicators compares demographic parameter estimates (e.g., population size or density) between sites that were subjected to different levels of contamination. However, the traditional analytical method used in such studies is nonspatial capture-recapture, which results in conclusions about potential relationships between demographics and contaminants being inferred indirectly. Here, we extend this comparative approach to the spatially explicit framework, allowing direct estimation of said relationships and comparisons between study areas, by applying spatial capture-recapture (SCR) models to bioindicator (deer mice [Peromyscus spp.]) detection data from two study areas that were subjected to different industrial activities and remediation practices. Bioindicator density differed by 178% between the neighboring study areas, and the area with the highest soil concentrations of polychlorinated biphenyls, chromium, and zinc had the highest bioindicator density. Under the traditional nonspatial approach, we might have concluded that soil chemical levels had negligible influences on demographics. However, by modeling density as a spatial function of select chemical concentrations using SCR models, we found strong support for a positive relationship between density and soil chromium concentrations in one study area (β = 0.82), which was not masked by or associated with habitat-related metrics. To obtain reliable inferences about potential effects of environmental contamination on bioindicator demographics, we contend that a comparative spatially explicit approach using SCR ought to become standard.
Collapse
Affiliation(s)
- Sean M Murphy
- Department of Forestry and Natural Resources, University of Kentucky, Lexington, KY, USA.
| | - Charles D Hathcock
- Environmental Stewardship Group, Los Alamos National Laboratory, Los Alamos, NM, USA.
| | - Tatiana N Espinoza
- Environmental Stewardship Group, Los Alamos National Laboratory, Los Alamos, NM, USA; Space Science and Applications Group, Los Alamos National Laboratory, Los Alamos, NM, USA.
| | - Philip R Fresquez
- Environmental Stewardship Group, Los Alamos National Laboratory, Los Alamos, NM, USA.
| | - Jesse T Berryhill
- Environmental Stewardship Group, Los Alamos National Laboratory, Los Alamos, NM, USA.
| | - Jenna E Stanek
- Environmental Stewardship Group, Los Alamos National Laboratory, Los Alamos, NM, USA.
| | - Benjamin J Sutter
- Infrastructure Program Office, Los Alamos National Laboratory, Los Alamos, NM, USA.
| | - Shannon M Gaukler
- Environmental Stewardship Group, Los Alamos National Laboratory, Los Alamos, NM, USA.
| |
Collapse
|
2
|
Elturki MA. Using Peromyscus leucopus as a biomonitor to determine the impact of heavy metal exposure on the kidney and bone mineral density: results from the Tar Creek Superfund Site. PeerJ 2022; 10:e14605. [PMID: 36570008 PMCID: PMC9774004 DOI: 10.7717/peerj.14605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 11/29/2022] [Indexed: 12/23/2022] Open
Abstract
Background Human population growth and industrialization contribute to increased pollution of wildlife habitats. Heavy metal exposure from industrial and environmental sources is still a threat to public health, increasing disease susceptibility. In this study, I investigated the effects of heavy metals (cadmium (Cd), lead (Pb), and zinc (Zn)) on kidney and bone density. Objective This study aims to determine the concentrations of Cd, Pb, and Zn in soil and compare them to the levels of the same metals in Peromyscus leucopus kidney tissue. Furthermore, the study seeks to investigate the impact of heavy metals on bone density and fragility using the fourth lumbar vertebra (L4) of P. leucopus. Methods Cd, Pb, and Zn concentrations in soil specimens collected from Tar Creek Superfund Site (TCSFS), Beaver Creek (BC), and two reference sites (Oologah Wildlife Management Area (OWMA) and Sequoyah National Wildlife Refuge (SNWR)). Heavy metal concentrations were analyzed using inductively coupled plasma-mass spectroscopy (ICP-MS). Micro-computed tomography (µCT) was used to assess the influence of heavy metals on bone fragility and density. Results On the one hand, soil samples revealed that Pb is the most common pollutant in the sediment at all of the investigated sites (the highest contaminated site with Pb was TCSFS). Pb levels in the soil of TCSFS, BC, OWMA, and SNWR were found to be 1,132 ± 278, 6.4 ± 1.1, and 2.3 ± 0.3 mg/kg in the soil of TCSFS, BC and OWMA and SNWR, respectively. This is consistent with the fact that Pb is one of the less mobile heavy metals, causing its compounds to persist in soils and sediments and being barely influenced by microbial decomposition. On the other hand, the kidney samples revealed greater Cd levels, even higher than those found in the soil samples from the OWMA and SNWR sites. Cd concentrations in the kidney specimens were found to be 4.62 ± 0.71, 0.53 ± 0.08, and 0.53 ± 0.06 µg/kg, respectively. In addition, micro-CT analysis of L4 from TCSFS showed significant Pearson's correlation coefficients between Cd concentrations and trabecular bone number (-0.67, P ≤ 0.05) and trabecular separation (0.72, P ≤ 0.05). The results showed no correlation between bone parameters and metal concentrations at reference sites. This study is one of the few that aims to employ bone architecture as an endpoint in the field of biomonitoring. Furthermore, this study confirmed some earlier research by demonstrating substantial levels of heavy metal contamination in soil samples, kidney samples, and P. leucopus L4 trabecular bone separations from TCSFS. Moreover, this is the first study to record information regarding bone microarchitecture parameters in P. leucopus in North America.
Collapse
Affiliation(s)
- Maha Abdulftah Elturki
- Department of Environmental Sciences, Oklahoma State University, Stillwater, Oklahoma, United States,Department of Integrative Biology, Oklahoma State University, Stillwater, Oklahoma, United States,Zoology Department, Faculty of Science, University of Benghazi, Benghazi, Libya
| |
Collapse
|
3
|
Gil-Jiménez E, de Lucas M, Ferrer M. Metalliferous Mining Pollution and Its Impact on Terrestrial and Semi-terrestrial Vertebrates: A Review. REVIEWS OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY 2021; 256:1-69. [PMID: 34724574 DOI: 10.1007/398_2021_65] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Metalliferous mining, a major source of metals and metalloids, has severe potential environmental impacts. However, the number of papers published in international peer-reviewed journals seems to be low regarding its effects in terrestrial wildlife. To the best of our knowledge, our review is the first on this topic. We used 186 studies published in scientific journals concerning metalliferous mining or mining spill pollution and their effects on terrestrial and semi-terrestrial vertebrates. We identified the working status of the mine complexes studied, the different biomarkers of exposure and effect used, and the studied taxa. Most studies (128) were developed in former mine sites and 46 in active mining areas. Additionally, although several mining accidents have occurred throughout the world, all papers about effects on terrestrial vertebrates from mining spillages were from Aznalcóllar (Spain). We also observed a lack of studies in some countries with a prominent mining industry. Despite >50% of the studies used some biomarker of effect, 42% of them only assessed exposure by measuring metal content in internal tissues or by non-invasive sampling, without considering the effect in their populations. Most studied species were birds and small mammals, with a negligible representation of reptiles and amphibians. The information gathered in this review could be helpful for future studies and protocols on the topic and it facilitates a database with valuable information on risk assessment of metalliferous mining pollution.
Collapse
Affiliation(s)
| | - Manuela de Lucas
- Applied Ecology Group, Department of Ethology and Biodiversity Conservation, Estación Biológica de Doñana, Consejo Superior de Investigaciones Científicas (CSIC), Seville, Spain
| | - Miguel Ferrer
- Applied Ecology Group, Department of Ethology and Biodiversity Conservation, Estación Biológica de Doñana, Consejo Superior de Investigaciones Científicas (CSIC), Seville, Spain
| |
Collapse
|
4
|
Gaukler SM, Murphy SM, Berryhill JT, Thompson BE, Sutter BJ, Hathcock CD. Investigating effects of soil chemicals on density of small mammal bioindicators using spatial capture-recapture models. PLoS One 2020; 15:e0238870. [PMID: 32941472 PMCID: PMC7498087 DOI: 10.1371/journal.pone.0238870] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 08/25/2020] [Indexed: 11/18/2022] Open
Abstract
Monitoring the ecological impacts of environmental pollution and the effectiveness of remediation efforts requires identifying relationships between contaminants and the disruption of biological processes in populations, communities, or ecosystems. Wildlife are useful bioindicators, but traditional comparative experimental approaches rely on a staunch and typically unverifiable assumption that, in the absence of contaminants, reference and contaminated sites would support the same densities of bioindicators, thereby inferring direct causation from indirect data. We demonstrate the utility of spatial capture-recapture (SCR) models for overcoming these issues, testing if community density of common small mammal bioindicators was directly influenced by soil chemical concentrations. By modeling density as an inhomogeneous Poisson point process, we found evidence for an inverse spatial relationship between Peromyscus density and soil mercury concentrations, but not other chemicals, such as polychlorinated biphenyls, at a site formerly occupied by a nuclear reactor. Although the coefficient point estimate supported Peromyscus density being lower where mercury concentrations were higher (β = –0.44), the 95% confidence interval overlapped zero, suggesting no effect was also compatible with our data. Estimated density from the most parsimonious model (2.88 mice/ha; 95% CI = 1.63–5.08), which did not support a density-chemical relationship, was within the range of reported densities for Peromyscus that did not inhabit contaminated sites elsewhere. Environmental pollution remains a global threat to biodiversity and ecosystem and human health, and our study provides an illustrative example of the utility of SCR models for investigating the effects that chemicals may have on wildlife bioindicator populations and communities.
Collapse
Affiliation(s)
- Shannon M. Gaukler
- Environmental Stewardship Group, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
- * E-mail: (SMG); (CDH)
| | - Sean M. Murphy
- Department of Forestry and Natural Resources, University of Kentucky, Lexington, Kentucky, United States of America
| | - Jesse T. Berryhill
- Environmental Stewardship Group, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Brent E. Thompson
- Environmental Stewardship Group, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Benjamin J. Sutter
- Infrastructure Program Office, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Charles D. Hathcock
- Environmental Stewardship Group, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
- * E-mail: (SMG); (CDH)
| |
Collapse
|
5
|
Khazaee M, Hamidian AH, Alizadeh Shabani A, Ashrafi S, Mirjalili SAA, Esmaeilzadeh E. Accumulation of heavy metals and As in liver, hair, femur, and lung of Persian jird (Meriones persicus) in Darreh Zereshk copper mine, Iran. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2016; 23:3860-3870. [PMID: 26498968 DOI: 10.1007/s11356-015-5455-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2015] [Accepted: 09/16/2015] [Indexed: 06/05/2023]
Abstract
Rodents frequently serve as bioindicator to monitor the quality of the environment. Concentrations of 11 elements (Cd, Co, Ti, Fe, Mn, Cu, Sb, As, Sr, Ni, and Cr) were investigated and compared in liver, hair, femur, and lung of the Persian jird (Meriones persicus) from Darreh Zereshk copper mine, Iran. Metals were determined in different tissues of 39 individuals of Persian jird, collected by snap trap in 2014 from five areas of Darreh Zereshk copper mine. Samples were prepared by wet digestion method, and the contents of elements were analyzed with ICP-OES (VARIAN, 725-ES) instrument. Cadmium, Sb, and Co were below the limit of detection, and Mn and As were found only in hair and liver tissues. We detected the highest concentration of Cu, As, Ti, Fe, Mn, Cr, and Ni in hair in comparison with other tissues. Significant higher levels of Ti in femur and hair; Fe in liver and hair; Mn in liver; As in hair; Sr in lung; Cr in lung, hair, femur, and liver; Cu in femur; and Ni in liver and lung tissues were observed in females. Nearly all element concentrations in the tissues of Persian jird from flotation site, Darreh Zereshk and Hasan Abad villages and leaching site (mining areas) were higher than those from tailing dump site (reference site). We found the highest concentrations of As in liver and hair; Ni and Cr in liver, hair, and lung; and Sr in lung and hair tissues of Persian jird in leaching site. We tried to specify the status of elements before fully exploitation of Darreh Zereshk copper mine by using bioindicator species. Based on our achievements, initial activities did not strongly pollute the surrounded environment of the mine. The high abundance of Persian jird as well as their several proper features makes them a suitable species for biomonitoring programs especially for further studies will be performed after full exploitation of Darreh Zereshk copper mine.
Collapse
Affiliation(s)
- Manoochehr Khazaee
- Department of Environment, Faculty of Natural Resources, University of Tehran, P.O. Box 31585-4314, Karaj, Iran
| | - Amir Hossein Hamidian
- Department of Environment, Faculty of Natural Resources, University of Tehran, P.O. Box 31585-4314, Karaj, Iran.
| | - Afshin Alizadeh Shabani
- Department of Environment, Faculty of Natural Resources, University of Tehran, P.O. Box 31585-4314, Karaj, Iran
| | - Sohrab Ashrafi
- Department of Environment, Faculty of Natural Resources, University of Tehran, P.O. Box 31585-4314, Karaj, Iran
| | | | - Esmat Esmaeilzadeh
- Sarcheshmeh copper complex, Research and Development Affairs, Sarcheshmeh, Iran
| |
Collapse
|
6
|
Voordouw MJ, Lachish S, Dolan MC. The lyme disease pathogen has no effect on the survival of its rodent reservoir host. PLoS One 2015; 10:e0118265. [PMID: 25688863 PMCID: PMC4331372 DOI: 10.1371/journal.pone.0118265] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 01/07/2015] [Indexed: 01/06/2023] Open
Abstract
Zoonotic pathogens that cause devastating morbidity and mortality in humans may be relatively harmless in their natural reservoir hosts. The tick-borne bacterium Borrelia burgdorferi causes Lyme disease in humans but few studies have investigated whether this pathogen reduces the fitness of its reservoir hosts under natural conditions. We analyzed four years of capture-mark-recapture (CMR) data on a population of white-footed mice, Peromyscus leucopus, to test whether B. burgdorferi and its tick vector affect the survival of this important reservoir host. We used a multi-state CMR approach to model mouse survival and mouse infection rates as a function of a variety of ecologically relevant explanatory factors. We found no effect of B. burgdorferi infection or tick burden on the survival of P. leucopus. Our estimates of the probability of infection varied by an order of magnitude (0.051 to 0.535) and were consistent with our understanding of Lyme disease in the Northeastern United States. B. burgdorferi establishes a chronic avirulent infection in their rodent reservoir hosts because this pathogen depends on rodent mobility to achieve transmission to its sedentary tick vector. The estimates of B. burgdorferi infection risk will facilitate future theoretical studies on the epidemiology of Lyme disease.
Collapse
Affiliation(s)
- Maarten J. Voordouw
- Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- * E-mail:
| | - Shelly Lachish
- Department of Zoology, Edward Grey Institute, University of Oxford, Oxford, United Kingdom
| | - Marc C. Dolan
- Division of Vector-Borne Diseases, National Center for Enteric and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Fort Collins, Colorado, United States of America
| |
Collapse
|
7
|
Sánchez-Chardi A, García-Pando M, López-Fuster MJ. Chronic exposure to environmental stressors induces fluctuating asymmetry in shrews inhabiting protected Mediterranean sites. CHEMOSPHERE 2013; 93:916-923. [PMID: 23800592 DOI: 10.1016/j.chemosphere.2013.05.056] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2012] [Revised: 05/15/2013] [Accepted: 05/25/2013] [Indexed: 06/02/2023]
Abstract
Many ecotoxicological studies have addressed the effects of contaminant exposure at various levels of biological organization. However, little information exists on the effects of toxicants on wildlife populations. Here we examined exposure of populations of the greater white-toothed shrew Crocidura russula (Soricomorpha, Soricidae) occupying two protected Mediterranean sites (a polluted area, the Ebro Delta, and a control site, Garraf Massif). Bioaccumulation of selected elements (Pb, Hg, Cd, Zn, Cu, Fe, Mn, Cr, Mo, Sr, Ba, and B), a body condition index (BCI) and fluctuating asymmetry (FA) were used to assess the chronic exposure to environmental pollution. BCI was correlated neither to metal concentrations nor to FA, suggesting that this fitness measure only reflects environmental disturbances at a local level. However, shrews from the polluted area showed higher concentrations of metals and metalloids (Pb, Hg, B, and Sr) and greater shape FA than specimens from the reference area. A correlation between FA was found for both first and second principal component vectors suggesting that developmental instability increases as a result of exposure to multiple pollutants. Our results corroborate the suitability of C. russula as a bioindicator of environmental quality and show that FA is an appropriate index to examine impact of developmental stressors in populations inhabiting disturbed areas.
Collapse
Affiliation(s)
- Alejandro Sánchez-Chardi
- Dpt. Biologia Animal (Vertebrats), Facultat de Biologia, Universitat de Barcelona, Av. Diagonal 643, 08028 Bacelona, Spain.
| | | | | |
Collapse
|
8
|
Davydova YA, Mukhacheva SV, Kshnyasev IA. Splenomegaly in small mammals: Prevalence and risk factors. RUSS J ECOL+ 2012. [DOI: 10.1134/s1067413612060045] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|