Application of data ratio analysis of lead accumulation in cartilage and bones of goats and chickens in Yogyakarta, Indonesia
Article Main
Abstract
Cartilage and bones (CB) are primary organs for lead accumulation in domestic animals, but very few studies have addressed the occurrence of lead in both organs. CBs, especially from goat and chicken, although classified as non-edible food, are still being consumed by many local communities globally. Male goat and rooster were bought in traditional markets in Yogyakarta, Indonesia. Lead in CBs of humerus, radius, femur, and tibia (HRFT) were extracted by aqua regia digestible method and measured by Atomic Absorption Spectrophotometry. A set of data ratios, generated by data ratio analysis (DRA), namely concentration ratio (CR), amounts ratio (AR), variation ratio (VR), coefficient of variation ratio (CVR), joint probability (JP) and conditional probability (CP) based on the AR and CR, were determined to characterize the lead exposure in CB. The means of lead concentrations in CB in goat were 4.9 and 5.2 µg.g-1, and those in chicken were 5.00 and 5.20 µg.g-1, respectively. The CRs in goats and chickens were 0.95 and 0.96, and the ARs in goats and chickens were 1.34 and 1.16, respectively. A high linear relationship was found between Ln VR and Ln CVR, and the JP and CP supported decision-making on CB consumption. By targeting CB as primary organs for lead accumulation, considering its potential exposure for many communities, and comparing its further uses as animal feed, the DRA in this study is useful to provide broadened comparability in bioaccumulation studies.
Article Details
Article Details
Cartilage and bone (CB), Data ratio analysis (DRA), Humerus radius femur tibia (HRFT), Goat and chicken, Lead (Pb)
Alvarez, M., Du Mortier, C., Jaureguiberry, S. & Venturino, A. (2019). Joint probabilistic analysis of risk for aquatic species and exceedance frequency for the agricultural use of chlorpyrifos in the Pampean region, Argentina. Environmental Toxicology and Chemistry, 38(8), 1748–1755. doi.org/10.1002/etc.4441
Alkass, J.E., Oray, K.A.D. & Abdulla, M.K. (2014). Studies on growth, carcass traits and body composition of goats raised either in intensive or pasture conditions (2- body composition and carcass tissue distribution). Advancement in Life Sciences,19,15-21. https://www.researchgate.net/publication/275462188
Retrieved Jan 18, 2022.
Ballova, Z., Janiga, M. & Hancinsky, R. (2019). Comparison of element concentrations (Ba ,Mn, Pb, Sr, Zn) in the bones and teeth of wild ruminants from the West Carpathians and the Tian-Shan mountains as indicators of air pollution. Atmosphere,10(2), 64-75. doi.org/10.3390/atmos10020064
Bellis, D.J., Hetter, K.M., Jones, J., Amarasiriwardena, D., & Parsons, P.J. (2008). Lead in teeth from lead-dosed goats: microdistribution and relationship to the cumulative lead dose. Environmental Research. 106(1), 34-41. doi.org/10.1016/j.envres.2007.05.010
Bocca, B., Forte, G., Guiffra, V., Serra, R.M., Asara, Y., Farace, C., Milanese, M., Tognotti, E., Montella, A., Bandiera, P., & Madeddu, R.(2018). Metals in bones of the middle-aged inhabitants of Sardinia island (Italy) to assess nutrition and environmental exposure. Environmental Science and Pollution Research, 25, 8404–8414. doi.org/10.1007/s11356-017-1140-6
Branscheid, W., Judas, M., and Horeth, R. (2009). The morphological detection of bone and cartilage particles in mechanically separated meat. Meat Science, 81(1), 46-50. doi.org/10.1016/j.meatsci.2008.06.018
Bratty, M.A., Alhazmi, H.A., Ogdi, S.J., Otaif, J.A., Al-Rajab, A.J., Alam, M.F & Javed, S.A. (2018). Determination of heavy metals in various tissues of locally reared (Baladi) chicken in Jazan region of Saudi Arabia: Assessment of potential health risks. Pakistan Journal of Zoology,50(4),1509-517.doi.org/10.17582/journal.pjz/2018.50.4.1509.1517
Brodziak-Dopierata, B. (2020). Lead – factors affecting its content in bone tissue. Pomeranian Journal of Life Sciences, 66(4), 23-29. doi.org/10.21164/pomjlife sci.745
Camassa, J.A., Diogo, C.C., Sousa, C.P., Azevedo, J.T., Viegas, C.A., Reis, R.L., Dourado, N. & Dias, I.R. (2017). Bone turnover markers in sheep and goat: A review of the scientific literature. Anais da Academia Brasileira de Ciencas, 89(1), 231-245. doi.org/10.15 90/0001-3765201720160407
Cretacci, Y. & Parsons, P.J. (2010). Localized accumulation of lead within and among bones from lead dosed goats. Environment Research, 110(1), 26-32. doi.org/10.1016/j.envres.2009.09.005
Damaziak, K., Charuta, A., Niemiec, J., Tatara, M.R., Krupski, W., Gozdowski, D. & Kruzinska, B. (2019). Femur and tibia development in meat-type chickens with different growth potential for 56 days of rearing period. Poultry Science, 98, 7063–7075. doi.org/10.3382/ps/pez445
Decisioneering, Inc. (2000). Crystal Ball 2000 Professional. Denver, CO, Decisioneering, Inc.
Demesko, J., Markowski, J., Slaba, M., Hezduk, J. & Minias, P. (2017). Age-related patterns in trace element content vary between bone and teeth of the European Roe Deer (Capreolus capreolus). Archives of Environmental Contamination and Toxicology, 74, 330–338. doi.org/10.1007/s00244-017-0470-1
Dhanoa, A., Sanderson, R., Shanmugalingam, S., Lopez, S., Murray, J.M.D. & France, J. (2018). The distribution of the ratio of two correlated measured variables may not always be normal: Case-studies related to meat quality and animal nutrition. e-planet. https://www.researchgate.net/publication/327728297. Retriev ed Jan 15, 2022.
Djohan, D. & Rahardjo, D. (2016). Bioaccumulation of lead in white shrimp (Litopenaeus vannamei) and tiger shrimp (Penaeus monodon). International Conference on Chemical, Agricultural and Life Sciences (CALS-16) At: Ibis Hotel, Denpasar, Bali, Indonesia. doi.org/10.15242/IJACEBS.AE0216109
Ethier, A.L.M., Braune, B.M., Scheuhammer, A.M. & Bond, D.E. (2007). Comparison of lead residues among avian bones. Environmental Pollution, 145, 915-919. doi.org/10.1016/j.envpol.2006.05.001
Fernández, V., Casli, A. & Tammone, A. (2021). Lead exposure in dogs fed game meat and offal from culled invasive species in El Palmar National Park, Argentina. Environmental Science Pollution Research, 28(33), 45486-45495. doi.org/10.1007/s11356-021-13880-z
García-Fernández, A.J., Calvo, J.F., Martínez-López, E., Maria-Mojica, P. & Martinez, J.E. (2008). Raptor ecotoxicology in Spain: a review on persistent environmental contaminants. Ambio, 37(6), 432-9. doi:10.1579/0044-7447(2008)37[432:reisar]2.0.co;2
Gerofke A, Ulbig E, Martin A, Muller-Graf, C., Selhorst, T., Gremse, C., Spolders, M., Schafft, H., Heinemeyer, G., Greiner, M., Lahrssen-Wiederholt, M. & Hensel, A. (2018). Lead content in wild game shot with lead or non-lead ammunition - Does "state of the art consumer health protection" require non-lead ammunition? Plos One,13(7), e0200792. doi.org/10.1371/journal.pone.0200792
Gizejewska, A., Fattebert, J., Nawrocka, A., Szkoda, J., Żmudzki, J., Jaroszewski, J., Giżejewski, Z. (2020). Temporal trends (1953 - 2012) of toxic and essential elements in red deer antlers from northeastern Poland. Chemosphere, 261: 128055. doi.org/10.1016/j.chemosphere.2020.128055
Hsu, D.J., Lee, C.W., Tsai, W.C. & Chien, Y.C. (2017). Essential and toxic metals in animal bone broths. Food Nutrition, 61(1), 1347478. doi.org/10.1080/165466 28.2017.1347478
Huang X, Liu X, Shang Y, Qiao, F. & Chen, G.(2020). Current trends in research on bone regeneration: A bibliometric analysis. Biomedical Research International, 2020, 8787394. doi.org/10.1155/2020/8787394
Kalisinska, E., Salicki, W., Kavetska, K.M. & Ligocki, M. (2007). Trace metal concentrations are higher in cartilage than in bones of scaup and pochard wintering in Poland. Science of the Total Environment, 388, 90-103. doi.org/10.1016/j.scitotenv.2007.07.050
Kanda, K. (2022). Rise in feral goats on Japan's Amami-Oshima Island a concern for wildlife experts. The Mainichi. https://mainichi.jp/english/articles/20220429/p2a/00m/0li/023000c. Retrieved 10 May 2022
Kruger, S.C. & Amar, A. (2018). Lead exposure in the critically endangered bearded vulture (Gypaetus barbatus) population in Southern Africa. Journal of Raptor Research, 52, 491–499. doi.org/10.3356/JRR-17-86.1
Lanocha, N., Kalisinska, E., Kosik-Bogacja, D.I, Budis, H. & Noga-Deren, K. (2012a).Trace metals and micronutrients in bone tissues of the red fox Vulpes vulpes (L., 1758). Acta Theriologica, 57, 233–244. doi.org/10.1007/s13364-012-0073-1
Lanocha, N., Kalisinska, E., Kosik-Bogacka, D.I.& Budis, H. (2012b). Evaluation of dog bones in the indirect assessment of environmental contamination with trace elements. Biological Trace Element Research, 147, 103–112. doi.org/10.1007/s12011-011-9315-3
Lanocha, N., Kalisinska, E., Kosik-Bogacka, D.I., Budis, H., Sokolowski, S. & Bohatyrewicz, A. (2013). Comparison of metal concentrations in bones of long-living mammals. Biological Trace Element Research, 152,195–203. doi.org/10.10 07/s12011-013-9615-x
Latorre, R., Sadeghinezhad, J., Hajimohammadi, B., Iz, F. & Sheibani, M.T. (2015). Application of morphological method for detection of unauthorized tissues in processed meat products. Journal of Food Quality and Hazards Control, 2(2), 71-74. https://www.researchgate.net/publica tion/308903894
Lazarus, M., Orct, T., Reljić, S., Sedak, M., Bilandzic, N., Jurasovic, J. & Huber, D. (2018). Trace and macro elements in the femoral bone as indicator of long-term environmental exposure to toxic metals in European brown bear (Ursus arctos) from Croatia. Environmental Science and Pollution Research, 25, 21656-21670. doi.org/10.1007/s11356-018-2296-4
Leibler, J.H., Basra, K., Ireland, T., McDonagh, A., Ressijac, C., Heiger- Bernays, W., Vorhees, D. & Rosenbaum, M. (2018). Lead exposure to children from consumption of backyard chicken eggs. Environmental Research, 167, 445-452. doi.org/10.1016/j.envres.2018.08.013
Lesbani, A., Susi, Y., Verawati, M. & Mohadi, R.(2015). Calcium oxide decomposed from chicken’s and goat’s bones as catalyst for converting discarded cooking oil to be biodiesel. Aceh International Journal of Science and Technology, 4(1), 7-13. doi.org/10.13170/aijst.4.1.2124
Mawardi, A., Leondro, H., & Kusumawati, E.D. (2018). Hubungan antara berat hidup dan ukuran vital tubuh dengan berat karkas kambing kacang jantan di rumah potong hewan Sukun kota Malang (in Indonesian). Jurnal Sains Peternakan 6(2),10-15. https://ejournal.unikama.ac.id/index.php/jsp/article/view/2972
Min, S (2020). Wild animal consumption and conservation awareness in Myanmar. Traffic Bulletin, 32(2), 60-67.https://www.traffic.org/site/assets/files/13362/conservation-awareness- myanmar.pdf. Accessed 10 May 2022.
Molaee-aghaee, E., Akbari-Adergani, B., Akramzadeh, N., Hoseini, H. & Ahmady, M. (2020). Residual concentration of lead, iron and calcium in chicken meat paste: indicative parameters for identifying deboning procedure and health risk assessment. Journal of Chemical Health Risks, 10(4), 277-285. doi.org/10.22034/jchr.2020.1891362.1100
Monro, J.A., Leon, R. & Putri, B.K. (2013). The risk of lead contamination in bone broth diets. Medical Hypotheses, 80, 389-90. doi.org/10.1016/j.mehy.2012.12.026
Mukhtar, H., Chan, C.Y., Lin, Y.P. & Lin, C.M. (2020). Assessing the associationand predictability of heavy metals in avian organs, feathers, and bones using crowd sourced samples. Chemosphere, 252, 126583. doi.org/10.1016/j.chemosphere.2020.126583
Nagdalian, A.A., Rzhepakovsky, I.V., Siddiqui, S.A., Piskov, S.I., Obuturova, N.P., Timchenko, L.D., Lodygin, A.D., Blinov, A.V. & Ibrahim, S.A.(2021). Analysis of the content of mechanically separated poultry meat in sausage using computing microtomography. Journal of Food Composition and Analysis, 100,103918. doi.org/10.1016/j.jfca.2021.103918
Nakano, T. & Ozimek, L. (2014). Chondroitin sulphate distribution in broiler chicken carcasses. British Poultry Science, 55, 54-58. doi.org/10.1080/000716 68.2013.870973
Ojaghloo, M.R., Rezaei, M. & Alizadeh, S. (2018). Radiological and histological assessment of the ossification centers of hind limb after hatching in pigeon. Iranian Journal of Veterinary Surgery, 13(1), 54-66. doi.org/10.22034/ivsa.2018.118499.1141
Orak, N.H., Small, M.J. & Druzdzel, M.J. (2019). Bayesian network-based framework for exposure-response study design and interpretation. Environmental Health, 18 (23). doi.org/10.1186/s12940-019-0461-y
Orisakwe O.E., Oladipo, O.O., Ajaezi, G.C.& Udowelle, N.A. (2017). Horizontal and vertical distribution of heavy metals in farm produce and livestock around lead-contaminated goldmine in Dareta and Abare, Zamfara state, Northern Nigeria. Journal of Environmental and Public Health 2017, 3506949. doi.org/10.1155/20 17/3506949
Ospina, R. & Marmolejo-Ramos, F. (2019). Performance of some estimators of relative variability. Frontiers in Applied Mathematics and Statistics, 5, 43. doi.org/10.3389/fams.2019.00043
Pain, D.J., Mateo, R. and Green, R.E. (2019). Effects of lead from ammunition on birds and other wildlife:A review and update. Ambio, 48, 935–953. doi.org/10.1007/s13280-019-01159-0
Park, J.H., Wang, J.J., Kim, S.H., Kang, S.W., Cho, J.S., Delaune, R.D., Ok, Y.S. & Seo, D.C. (2019). Lead sorption characteristics of various chicken bone part derived chars. Environmental Geochemistry Health, 41,1675-1685. doi.org/10.1007/s10653-017-0067-7
Pelabon C, Hilde CH, Einum, S. & Gamelon, M.(2020). On the use of the coefficient of variation to quantify and compare trait variation. Evolution Letters, 4(3), 180-188. doi.org/10.1002/evl3.171
Radicic, K., Dorsey, J.T. & Greco, R. (2019). Gastric perforation after chicken bone ingestion. Case Reports in Gastrointestinal Medicine. 2019, 278903119. doi.org/10.1155/2019/2789031
Rodriguez, J. & Mandalunis, P.M. (2018). A review of metal exposure and its effects on bone health. Journal of Toxicology, 2018, 4854152 doi.org/10.1155/201 8/4854152
Ruszkowski, J.J., Hanć, A., Komosa, M., Dzierzęcka, M., Mizera, T., Gogulski, M., Zaworska-Zakrzewska, A.(2022). Profile of selected mineral elements in tibiotarsal bone of the white-tailed sea eagle in its natural habitat. Animals, 12, 2744. doi.org/10.3390/ani12202744Scott, S.R., Stanton, N.V., Gorski, P.R., Dahman, C., Overdier, J.T. & Shafer, M.M. (2020). The effects of a known exposure source on lead isotopes in
bones from lead-dosed cows. Applied Geochemistry, 121, 104699. doi.org/10.1016/j.apgeochem.2020.10 4699
Senior, A.M., Viechtbauer, W. & Nakagawa, S. (2020). Revisiting and expanding the meta-analysis of variation: The log coefficient of variation ratio. Research Synthesis Methods, 11:553–567. doi.org/10.1002/jrsm.1423
Shen, X., Chi, Y. & Xiong, K. (2019). The effect of heavy metal contamination on humans and animals in the vicinity of a zinc smelting facility. Plos One, 14(10), e0207423. doi.org/10.1371/journal.pone.0207423
SPSS Inc. (2020). SPSS Statistics for Windows, Version 27.0. Chicago, SPSS Inc.
Sumner, R.N., Harris, I.T, van der Mescht, M., Byers, A., England, G.C.W. & Lea, R.G. (2020). The dog as a sentinel species for environmental effects on human fertility. Society of Reproduction and Fertility,159 (6), 265-276. doi.org/10.1530/REP-20-0042
Taguchi, T. and Lopez, M.J. (2020). An overview of de novo bone generation in animal models. Journal of Orthopaedic Research, 39 (1), 7-21.doi.org/10.1002/jor.24852
Tajchman, K., Ukalska-Jaruga, A., Bogdaszewski, M., Pecio,M.& Dziki-Michalska, K. (2020). Accumulation of toxic elements in bone and bone marrow of deer living in various ecosystems: A case study of farmed and wild-living deer. Animals, 10 (11), 2151. doi.org/10.3390/ani10112151
Tehrani, M.W., Galusha, A.L., Kannan, A. & Parsons, P.J. (2021). Lead uptake into calcified and keratinized compartments of horns from a convenience sample of lead-dosed goats. Journal of Toxicology and Environmental Health Part A, 84, 729-742. doi.org/10.1080/152 87394.2021.1938766
Valera, M., Mollineda, A., Gutierrez, O. (2017). Bioaccumulation of heavy metals in broilers fed “Trinidad de Guedes” Phosphorite. Poultry Science, 5, 65-70. doi.org/10.22069/psj.2017.12349.1230
van den Heever, L., Smit-Robinson, H., Naidoo, V. & Mc.Kechnie, A.E. (2019). Blood and bone lead levels in South Africa's Gyps vultures: Risk to nest-bound chicks and comparison with other avian taxa. Science of the Total Environment, 669, 471–480. doi.org/10.1016/j.scitotenv.2019.03.123
Wang, X., Ding, N., Tucker, K.L., Weisskopf, M.G., Sparrow,D., Hu, H.& Park, S.K. (2017). A Western diet pattern is associated with higher concentrations of blood and bone lead among middle-aged and elderly men. Journal of Nutrition, 147, 1374-83. doi.org/10.3945/jn.117.249060
Yazdanparast, T.S., Strezov, V., Wieland, P., Lai, Y.J., Jacob, D.E. & Taylor, M.P. (2022). Lead poisoning of backyard chickens: Implications for urban gardening and food production. Environmental Pollution, 310(2), 119798. doi.org/10.1016/j.envpol.2022.119798
Zimmer, M.C. & Osier, T.L. (2018). Lead concentrations in white-tailed deer tissue due to retained bullets. Human-Wildlife Interactions, 12(3), 444–448. doi.org/10.26077/gb8c-kk95
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
This work is licensed under Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) © Author (s)