Submitted:
18 June 2026
Posted:
22 June 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Area
- Matachel (38.4238, -5.7820): Located in Southeast Extremadura, this valley is crossed by the Matachel River and bordered by the Sierra Grande de Hornachos. It hosts the largest Iberian lynx population in the region and is recognized for high biodiversity. The area features low-relief terrain with volcanic and clay-rich soils, predominantly used for cereal and vineyard cultivation. Three abandoned mines are present: Mina de Santa Marta (Zn, Pb), Mina Garandina (V), and Mina Peñas Blancas (Cu, Ni). The A-66 highway crosses the area, constituting a roadkill hotspot despite mitigation measures.
- Valdecigüeñas (38.0464, -5.9498): Covering 37.34 km2, is a Site of Community Importance (SCI), bounded by the Pintado reservoir and the Guadacanal and Hinojales ranges. The terrain is rugged with quartzitic, slate, and granite soils. Mining activity historically included Mina de la Jayona (Fe), now a Natural Monument, while industrial activity includes a galvanizing facility. The area supports established Iberian lynx populations and rich wildlife.
- Ortiga (38.9693, -5.9578): This region along the Ortiga River, including its main tributaries, is part of the Natura 2000 network. The landscape consists of holm oak woodlands (dehesa in Spanish), and low quartzitic hills. Abandoned mines include Mina San Nicolás (W), Mina Las Tejoneras (Cu), and Mina El Pedregal (calcite), along with the active Quintana de la Serena granite quarry. Sparse human settlements and large open areas support agricultural, livestock, and hunting activities.
- Valdecañas (39.7591, -5.6199): The Valdecañas reservoir is included in Natura 2000 and ZEPA, with active wildlife management programs. The area lies in the Tajo River basin, featuring sedimentary and granite outcrops, and is rich in Fe, currently under exploration for future mining. The A-5 highway crosses the region, creating roadkill risk for lynxes.
2.2. Animals and Sample Collection
2.3. Chemical Analyses
2.4. Statistical Analyses
3. Results & Discussion
3.1. Metal and Metalloid Concentrations in Whole Blood
3.2. Correlation Between Metal and Metalloid Concentrations
3.3. Influence of Endogenous (Age, Sex) and Exogenous (Sampling Period and Geographical Zone) Factors on Metal and Metalloid Concentrations
3.4. Principal Component Analysis (PCA)
4. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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| Metal and metalloids | Mean±SD | Min. | 25% P. | Median | 75% P. | Max. | Range | % <LOQ* | n |
|---|---|---|---|---|---|---|---|---|---|
| Pb | 8.490±14.86 | 0.800 | 1.000 | 6.200 | 9.355 | 169.4 | 168.6 | 34.0 | 229 |
| As | 146.3±174.5 | 12.90 | 53.70 | 89.90 | 153.0 | 1041 | 1028 | 0 | 229 |
| Mn | 27.82±19.94 | 11.30 | 20.45 | 25.80 | 31.70 | 295.6 | 284.3 | 0 | 229 |
| Cu | 499.0±109.0 | 338.9 | 446.2 | 483.4 | 526.9 | 1684 | 1346 | 0 | 229 |
| Zn | 2729±375.6 | 1813 | 2503 | 2679 | 2889 | 4962 | 3149 | 0 | 229 |
| Se | 354.7±89.69 | 176.2 | 282.8 | 359.1 | 410.3 | 596.2 | 420.0 | 0 | 229 |
| Cr | 6.075±9.527 | 0.000 | 1.000 | 3.900 | 8.100 | 104.2 | 104.2 | 66.0 | 179 |
| Hg | 5.795±8.342 | 0.400 | 4.160 | 4.200 | 5.000 | 88.87 | 88.47 | 63.70 | 229 |
| Fe | 459.4±102.6 | 331.4 | 408.8 | 437.4 | 476.2 | 926.8 | 595.4 | 0 | 50 |
| Cd | 0.722±0.326 | 0.050 | 0.420 | 0.830 | 1.000 | 1.560 | 1.510 | 69.90 | 229 |
| Caracal (Caracal caracal) |
Angora domestic cat (Felis catus) |
Domestic dog (Canis lupus familiaris) |
|
|---|---|---|---|
| Pb | 3.000±3.000 | 18.00±1.700 | 12.37±1.170 |
| As | 374.0±838.0 | - | 21.02±0.580 |
| Mn | 384.0±179.0 | 34.00±4.000 | - |
| Cu | 588.0±566.0 | 593.0±54.50 | 509.0±6.730 |
| Zn | 5655±5418 | 732.0±71.50 | 3633±74.45 |
| Se | 369.0±155.0 | 270.0±133.5 | - |
| Cr | 29.00±76.00 | 27.00±2.600 | 57.78±1.110 |
| Hg | 45.00±74.00 | - | 0.740±0.220 |
| Fe | - | 2440±364.0 | 763.7±17.15 |
| Cd | 6.000±14.00 | - | 0.190±0.020 |
| Sample size (n) | 67 | 30 | 140 |
| Location | South Africa | Turkey | Turkey |
| Reference | Parker et al. (2023) | Kabakci et al. (2023) | Altinok-Yipel et al. (2022) |
| PTEs | R2 | p-value (model) |
n | Contributor factors |
|---|---|---|---|---|
| Pb | 0.284 | 0.882 | 227 | - |
| As | 0.514 | <0.001 | 227 | Sex, Age, Area, Sampling periods |
| Mn | 0.269 | 0.941 | 227 | - |
| Cu | 0.286 | 0.871 | 227 | - |
| Zn | 0.412 | 0.048 | 227 | Age |
| Se | 0.709 | <0.001 | 227 | Age, Area, Sampling periods |
| Mean±SD | |||||||
|---|---|---|---|---|---|---|---|
| Pb | As | Mn | Cu | Zn | Se | ||
| Sex | Males | 8.500±12.36 | 135.1±154.4 | 28.26±25.26 | 502.0±125.6 | 2692±346.6 | 351.1±82.28 |
| Females | 4.857±4.560 | 121.6±132.4 | 27.39±7.471 | 508.8±83.30 | 2756±415.2 | 338.8±94.50 | |
| Age | Kittens | 6.502±12.67 | 137.7±185.2 | 25.51±7.336 | 500.2±76.15 | 2704±325.3 | 332.3±82.26 |
| Juveniles | 8.272±12.49 | 198.8±238.0 | 27.73±11.70 | 469.2±47.25 | 2783±408.5 | 356.7±101.0 | |
| Adults | 8.655±16.51 | 138.2±137.8 | 27.38±9.506 | 499.3±78.76 | 2716±388.1 | 361.0±89.35 | |
| Area | Matachel | 8.211±15.56 | 142.7±157.2 | 29.10±24.31 | 507.1±122.5 | 2717±404.6 | 360.9±91.22 |
| Valdecañas | 6.618±7.985 | 115.8±59.01 | 26.35±8.002 | 508.9±72.06 | 2763±345.9 | 328.7±78.69 | |
| Ortiga | 7.068±6.530 | 334.1±304.6 | 26.18±9.822 | 465.0±34.70 | 2686±374.8 | 368.0±89.41 | |
| Valdecigüeñas | 11.13±18.31 | 73.67±26.81 | 26.12±6.225 | 482.7±67.45 | 2768±247.8 | 364.2±89.53 | |
| Captivity | 11.25±18.33 | 60.39±43.98 | 24.62±7.341 | 487.1±102.1 | 2784±290.8 | 328.5±86.61 | |
| Sampling period | 2019/20 | 16.45±13.28 | 178.5±232.2 | 28.68±41.15 | 484.9±191.6 | 2895±480.2 | 426.6±66.60 |
| 2020/21 | 10.13±15.87 | 88.67±107.4 | 25.16±8.590 | 494.6±72.15 | 2703±341.4 | 292.0±66.66 | |
| 2021/22 | 5.720±3.020 | 95.17±159.7 | 26.58±8.710 | 538.2±107.2 | 2683±315.0 | 282.7±63.44 | |
| 2022/23 | 6.950±25.20 | 175.7±190.4 | 33.44±8.750 | 488.7±56.38 | 2813±233.7 | 314.0±66.52 | |
| 2023/24 | 4.530±5.740 | 172.4±140.2 | 25.26±8.970 | 494.0±50.36 | 2582±369.2 | 415.2±64.45 | |
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