Is the Mineral Content of Muscle Tissue (Longissimus Lumborum) in Cattle Finished During the Rainy Season in the Eastern Amazon Influenced by Different Farming Systems?
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Production Systems and Diets
- Native pasture of floodable lands in Santa Cruz do Arari, (mesoregion of Marajó SCA), the cattle in this system were raised extensively with feed based on native forages from floodable areas in continuous grazing, and water intake “ad libitum”. The average weight at slaughter was 410 kg at an age of 36 months.
- Lowland native pasture in Monte Alegre (Lower Amazon mesoregion MA), the type of breeding in this system was exclusively in lowland and upland native pasture called “covered fields”. At slaughter, the cattle weighed an average of 450 kg and were 36 months old.
- Pasture cultivated on terra firma in São Miguel do Guamá (Northeast Pará Mesoregion—SMG), this breeding system worked with the rearing and finishing of beef cattle in the rainy season in a total area of 160 hectares in paddocks formed by Panicum maximum cv. In rotational grazing, the entry and exit of the animals were determined by the height of the forage, 20 kg of palm oil concentrate (Elaeis guineensis) and protein nucleus were also supplied per animal/day. The intake of clean and fresh water was ad libitum. The lot of crossbred Nelore cattle slaughtered from this system was homogeneous with an average weight of 550 kg at 24 months.
- Intensive confinement system in Santa Izabel do Pará (Metropolitan Mesoregion of Belém—SI). In the feedlot, only the finishing phase of the cattle was worked on in a total area of 943 hectares, the finishing period of these animals was 96 days, and the average daily weight gain was 1.635 kg. The entry weight of the animals in the feedlot was 464.6 kg, and the exit weight was 628.7 kg. The average carcass weight of the slaughtered animals was 341 kg with 55.81% yield. The diet was feed for 135 days, consisting of soybean meal, barley, Mombaça grass silage, corn meal, cassava husks, urea, and high-performance core (Table 1 and Table 2).
2.2. Animals and Samples
2.3. Food Sampling and Chemical Analysis
2.4. Collection and Analysis of Soil Samples
2.5. Longissimus Lumborum Muscle Tissue Collection
2.6. Mineral Analysis
2.6.1. Sample Preparation and Digestion
2.6.2. Inductively Coupled Plasma Optical Emission Spectrometry
2.7. Statistical Analysis
3. Results
3.1. Statistical Values of Mineral Concentration in the Bovine Muscle Tissue of Four Rearing Systems
3.2. Statistical Evaluation Among Cattle Rearing Systems in Eastern Amazonia
3.3. Principal Component Analysis
4. Discussion
4.1. Characterization of Mineral Content in Four Rearing Systems
4.2. Comparison Between Cattle Breeding Systems in Eastern Amazon
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Lin, K.C.; Cross, H.R.; Johnson, H.K.; Breidenstein, B.C.; Randecker, V.; Field, R.A. Mineral Composition of Lamb Carcasses from the United States and New Zealand. Meat Sci. 1988, 24, 47–59. [Google Scholar] [CrossRef] [PubMed]
- Taniguchi, C.N.; Dobbs, J.; Dunn, M.A. Heme iron. non-heme iron, and mineral content of blood clams (Anadara spp.) compared to Manila clams (V. philippinarum), Pacific oysters (C. gigas), and beef liver (B. taurus). J. Food Compos. Anal. 2017, 57, 49–55. [Google Scholar] [CrossRef]
- Rodrigues, L.S.; Silva, J.A.R.; Lourenço-Júnior, J.B.; Silva, A.G.M.; Almeida, A.M.; Mourato, M.P.; de Castro, V.C.G.; Bezerra, A.S.; da Silva, W.C.; Prates, J.A.M. Muscle mineral profile of water buffaloes (Bubalus bubalis) reared in different production systems of the Brazilian Eastern Amazon. Front. Vet. Sci. 2023, 10, 1057658. [Google Scholar] [CrossRef] [PubMed]
- Townsend, C.R.; Costa, N.D.L.; Pereira, R.D.A. Pastagens Nativas da Amazônia Brasileira; Documentos/Embrapa Rondônia; EMBRAPA Electronic Newsletter: Porto Velho, Brazil, 2012; p. 25. [Google Scholar]
- Rodrigues, L.S.; Silva, J.A.R.; Lourenço-Júnior, J.B.; Silva, A.G.M.; Almeida, A.M.; Mourato, M.P.; de Castro, V.C.G.; da Silva, W.C.; Prates, J.A.M. Mineral content of liver of buffaloes (Bubalus bubalis) reared in different ecosystems in the eastern Amazon. Animals 2023, 13, 1157. [Google Scholar] [CrossRef]
- Lanna, D.P.D.; de Almeida, R. A terminação de bovinos em confinamento. Visão Agrícola. 2005, 2, 55–57. [Google Scholar]
- Organização Pan-Americana da Saúde (OPAS). Folha Informativa Alimentação Saudável. June 2019. Available online: https://www.paho.org/bra/index.php?option=com_content&view=article&id=5964:folha-informativa-alimentacao-saudavel&Itemid=839 (accessed on 2 March 2024).
- Ribeiro, D.M.; Scanlon, T.; Kilminster, T.; Martins, C.F.; Greeff, J.; Milton, J. Mineral profiling of muscle and hepatic tissues of Australian Merino, Damara and Dorper lambs: Effect of weight loss. J. Anim. Physiol. Anim. Nutr. 2020, 104, 823–830. [Google Scholar] [CrossRef]
- De Freitas, A.K.; Lobato, J.F.P.; Cardoso, L.L.; Tarouco, J.U.; Vieira, R.M.; Dillenburg, D.R.; Castro, I. Nutritional composition of the meat of Hereford and Braford steers finished on pastures or in a feedlot in southern Brazil. Meat Sci. 2014, 96, 353–360. [Google Scholar] [CrossRef]
- Silva, J.A.R.; Rodrigues, L.S.; Lourenço-Júnior, J.B.; Alfaia, C.M.; Costa, M.M.; Castro, V.C.G. Total lipids, fatty acid composition, total cholesterol and lipid-soluble antioxidant vitamins in the longissimus lumborum muscle of water buffalo (Bubalus bubalis) from different production systems of the Brazilian Eastern Amazon. Animals 2022, 12, 595. [Google Scholar] [CrossRef]
- Embrapa Amapá. Coleta de Solo Para Análise: Orientações, 2nd ed.; Embrapa Amapá: Macapá, Brazil, 2012. [Google Scholar]
- Silva, F.D.; Eira, P.D.; Barreto, W.D.O.; Perez, D.V.; Silva, C.A. Análises Químicas para Avaliação da Fertilidade do solo: Métodos Usados na Embrapa Solos; Documento EMBRAPA/CNPS; Embrapa Solos: Rio de Janeiro, Brazil, 1998; Volume 3, pp. 1–40. [Google Scholar]
- Roselli, C.; Desideri, D.; Ma, M.; Fagiolino, I.; Feduzi, L. Essential and toxic elements in meat of wild birds. J. Toxicol. Environ. Health. 2016, 79, 1008–1014. [Google Scholar] [CrossRef]
- Ribeiro, D.M.; Mourato, M.P.; Almeida, A.M. Assessing mineral status in edible tissues of domestic and game animals: A review with a special emphasis in tropical regions. Trop. Anim. Health Prod. 2019, 51, 1019–1032. [Google Scholar] [CrossRef]
- Kutner, M.H.; Nachtsheim, C.J.; Neter, J.; Li, W. Applied Linear Statistical Models; McGraw-Hill Irwin: Boston, MA, USA, 2005; Volume 5. [Google Scholar]
- Kassambara, A. Practical Guide to Cluster Analysis in R: Unsupervised Machine Learning; Sthda; CreateSpace Independent Publishing Platform: Scotts Valley, CA, USA, 2017; Volume 1. [Google Scholar]
- Tukey, J.W. The philosophy of multiple comparisons. Stat. Sci. 1991, 6, 100–116. [Google Scholar] [CrossRef]
- Williams, J.E.; Wagner, D.G.; Walters, L.E.; Horn, G.W.; Waller, G.R.; Sims, P.L.; Guenther, J.J. Effect of Production Systems on Performance, Body Compostion and Lipid and Mineral Profiles of Soft Tissue in Cattle. J. Anim. Sci. 1983, 57, 1020–1028. [Google Scholar] [CrossRef]
- McDowell, L.R. Minerais para Ruminantes sob Pastejo em Regiões Tropicais Enfatizando o Brasil; University of Florida: Gainesville, FL, USA, 1999; 93p. [Google Scholar]
- Sá, T.D.D.A.; Móller, M.R.; Camarão, A.P. Teores de Minerais em Pastagens Nativas de Savanas mal Drenadas da Ilha de Marajó, Pará; Anais aa XXXV reunião da SBZ; Embrapa: Botucatu, Brazil, 1998.
- Müller, J. Mosaico Temático Volume 3; Livrologia: Chapecó, Brazil, 2020. [Google Scholar]
- Sobral, L.F.; Barretto, M.C.D.V.; Silva, A.J.D.; Anjos, J.L.D. Guia Prático para Interpretação de Resultados de Análises de Solos, 1st ed.; Embrapa Tabuleiros Costeiros: Aracaju, Brazil, 2015; 13p. Available online: http://www.bdpa.cnptia.embrapa.br/ (accessed on 20 April 2024).
- Araújo, A.C.; Magalhães, A.L.R.; Araújo, G.G.L.; Campos, F.S.; Gois, G.C.; Santos, K.C. Correlation between mineral profile, physical-chemical characteristics, and proximate composition of meat from Santa Ines ewes under water restriction. Semin. Ciênc. Agrar 2023, 44, 529–548. [Google Scholar] [CrossRef]
- Minson, D.J. Forages in Ruminant Nutrition; Academic Press: New York, NY, USA, 1990; 483p. [Google Scholar]
- Diniz, W.J.; Mazzoni, G.; Coutinho, L.L.; Banerjee, P.; Geistlinger, L.; Cesar, A.S. Detection of co-expressed pathway modules associated with mineral concentration and meat quality in Nelore cattle. Front. Genet. 2019, 10, 210. [Google Scholar] [CrossRef]
- Pilarczyk, R. Elemental Composition of Muscle Tissue of Various Beef Breeds Reared Under Intensive Production Systems. Int. J. Environ. Res. 2014, 8, 931–940. [Google Scholar]
- Santana, A.F.; Silva, E.; Viana, Z.C.V.; Korn, M.G.A.; Santos, V.L.C.S. Avaliação de Elementos Químicos Essenciais e Chumbo em Tecidos Bovinos na Bahia, Brasil. Eciclopedia Biosf. 2015, 11. [Google Scholar] [CrossRef]
- Institute of Medicine. Dietary Reference Intakes for Calcium, Phosphorus, Magnesium, Vitamin D, and Fluoride; Institute of Medicine: Washington, DC, USA, 1997; 190p. [Google Scholar]
- Schonewille, J.T.; Klooster, A.V.; Wouterse, H.; Beynen, A. Effects of intrinsic potassium in artificially dried grass and supplemental potassium bicarbonate on apparent magnesium absorption in dry cows. J. Dairy Sci. 1999, 82, 1824. [Google Scholar] [CrossRef]
- Kämpf, N.; Kern, D.C. O solo como registro da ocupação humana pré-histórica na Amazônia. In Tópicos em Ciência do solo; Sociedade Brasileira de Ciência do Solo: Viçosa, Brazil, 2005; Volume 4, pp. 277–320. [Google Scholar]
- Glaser, B. Prehistorically modified soils of central Amazônia: A model for sustainable agriculture in the twenty-first century. Philos. Trans. R. Soc. 2007, 362, 187–196. [Google Scholar] [CrossRef]
- Flores, B.M.; Holmgren, M.; Xu, C.; Van Nes, E.H.; Jakovac, C.C.; Mesquita, R.C.; Scheffer, M. Floodplains as an Achilles’ heel of Amazonian forest resilience. Proc. Natl. Acad. Sci. USA 2017, 114, 4442–4446. [Google Scholar] [CrossRef]
- Sales, J.; Kotrba, R. Meat from wild boar (Sus scrofa L.): A review. Meat Sci. 2013, 94, 187–201. [Google Scholar] [CrossRef]
- Tomović, V.; Jokanović, M.; Tomović, M.; Lazović, M.; Šojić, B.; Škaljac, S.; Ivić, M.; Kocić-Tanackov, S.; Tomašević, I.; Martinović, A. Cadmium in liver and kidneys of domestic Balkan and Alpine dairy goat breeds from Montenegro and Serbia. Food Addit. Contam.-Part B 2017, 10, 137–142. [Google Scholar] [CrossRef] [PubMed]
- National Research Council. Subcommittee on Beef Cattle Nutrition. Nutrient Requirements of Beef Cattle, 5th ed.; National Academy of Sciences: Washington, DC, USA, 1976; 56p. [Google Scholar]
- Ministério da Saúde. Secretaria de Atenção à Saúde. Departamento de Atenção Básica. Guia Alimentar para a População Brasileira/Ministério da Saúde, Secretaria de Atenção à Saúde, Departamento de Atenção Básica, 2nd ed.; 1. Reimpr; Ministério da Saúde: Brasília, Brazil, 2014.
- Mendonça Júnior, A.F.; Braga, A.P.; Rodrigues, A.P.M.S.; Sales, L.E.M.; Mesquita, H.C. Minerais: Impotância de uso na dieta de ruminantes. ACSA-Agropecuária Científica Semi-Árido 2011, 1, 1808–6845. [Google Scholar] [CrossRef]
- Patel, N.; Bergamaschi, M.; Magro, L.; Petrini, A.; Bittante, G. Relationships of a detailed mineral profile of meat with animal performance and beef quality. Animals 2019, 9, 1073. [Google Scholar] [CrossRef] [PubMed]
- McDowell, L.R.; Conrad, J.H. Trace Mineral Nutrition in Latin American; World Animal Review: Gainesville, FL, USA, 1977; Volume 24, p. 24. [Google Scholar]
- McAfee, A.J.; McSorley, E.M.; Cuskelly, G.J.; Moss, B.W.; Wallace, J.M.; Bonham, M.P. Red meat consumption: An overview of the risks and benefits. Meat Sci. 2010, 84, 1–13. [Google Scholar] [CrossRef]
- Rooke, J.A.; Flockhart, J.F.; Sparks, N.H. The potential for increasing the concentrations of micro-nutrients relevant to human nutrition in meat, milk and eggs. J. Agric. Sci. 2010, 148, 603–614. [Google Scholar] [CrossRef]
- Mahan, L.K.; Escott-Stump, S. Alimentos, Nutrição e Dietoterapia, 11th ed.; Roca: São Paulo, Brazil, 2005. [Google Scholar]
- Almeida, C.; Franco, E.C.R. Curso Didático de Nutrição—Parte 1 Nutrição Humana, 1st ed.; Yendis: São Paulo, Brazil, 2014; pp. 67–99. [Google Scholar]
- Cozzolino, S.M.F. Biodisponibilidade de Nutrientes; Manole: Barueri, Brazil, 2012; 910p. [Google Scholar]
Item | System, Pará, Eastern Amazon | |||
---|---|---|---|---|
Native Pasture | Native Pasture | Cultivated Pasture | Confinement | |
Location | Monte Alegre | Santa Cruz do Arari | São Miguel do Guamá | Santa Izabel |
Climate (Kõppen–Geiger) | * Am | * Am | * Am | ** Af |
Precipitation (mm) | 1.780 | 2.500 | 2.250 | 2.599 |
Temperature (media/annual) | 27 | 26 | 26 | 26 |
RH% (media/annual) | 72 | 86 | 85 | 85 |
Rainy season | December/May January/June | December/May January/June | January/June | January/June |
Dry season | August/October | September/November | September/November | July/December |
Ingredients | Proportion (%) | % DM | Quantity (kg) |
---|---|---|---|
Cassava husk | 15 | 38.33 | 39.13 |
Barley | 8 | 27.67 | 28.91 |
Corn | 60 | 88.00 | 68.18 |
Premix | 8.41 | 99.00 | 8.49 |
Grass silage | 8.59 | 31.66 | 27.13 |
Total | 100 | - | 171.85 |
Pasture | Confinement | ||||
---|---|---|---|---|---|
SCA | MA | SMG | SI | ||
Item (%) | Native Pasture | Native Pasture | Cultivated Pasture | Palm Oil Linters | Total Diet |
DM | 39.14 | 21.33 | 29.75 | 43.45 | 54.57 |
OM | 91.92 | 90.45 | 94.53 | 74.99 | 89.92 |
CP | 11.75 | 7.69 | 8.17 | 29.67 | 12.72 |
EE | 2.23 | 1.59 | 1.50 | 6.32 | 3.37 |
NDF | 73.64 | 73.40 | 74.27 | 35.15 | 30.72 |
ADF | 25.23 | 27.53 | 26.83 | 7.20 | 11.26 |
TDN | 69.98 | 67.82 | 46.90 | 86.85 | 79.55 |
NFC | 4.30 | 7.77 | 10.59 | 3.85 | 43.11 |
Ash | 8.08 | 9.55 | 5.47 | 25.01 | 10.08 |
Minerals (mg/kg/ms) | |||||
Na | 2460.2 | 2252.9 | 2240.2 | 17,740.5 | 3296.5 |
K | 21,943.9 | 14,528.9 | 16,267.8 | 8164.0 | 4164.2 |
Ca | 3722.4 | 2598.5 | 5217.1 | 39,970.0 | 7011.8 |
Mg | 1337.8 | 1889.3 | 2675.6 | 4116.0 | 2033.9 |
P | 1286.3 | 524.0 | 2108.4 | 2670.7 | 2027.6 |
S | 1866.3 | 1076.2 | 1211.9 | 4514.8 | 1503.1 |
Cu | 6.19 | 9.05 | 7.52 | 59.11 | 14.50 |
Zn | 45.84 | 37.17 | 23.82 | 170.9 | 74.44 |
Fe | 659.1 | 830.79 | 95.13 | 3787.5 | 545.7 |
Mn | 295.8 | 174.91 | 51.89 | 410.0 | 86.95 |
Item (%) | Breeding Systems | ||
---|---|---|---|
Santa Cruz do Arari | Monte Alegre | São Miguel do Guamá | |
pH | 4.1 | 4.1 | 4.6 |
M.O g/dm3 | 24 | 29 | 20 |
P 1 | 3.5 | 6 | 9 |
S 1 | 24 | 6 | 9 |
Cu 1 | 0.3 | 2.6 | 0.6 |
Fe 1 | 54 | 1600 | 165 |
Zn 1 | 5.3 | 2 | 1.4 |
Mn 1 | 28 | 4.4 | 8.6 |
K 2 | 0.3 | 1.7 | 1.4 |
Ca 2 | 6.6 | 3.7 | 37.3 |
Mg 2 | 19.8 | 1.9 | 7.8 |
Na 2 | 1.5 | 0.6 | 0.6 |
Al 2 | 33 | 16.8 | 0 |
H + Al 3 | 207 | 99 | 27 |
C.T.C 3 | 288.1 | 107.4 | 51 |
Argila g/kg | 569 | 328 | 127 |
Extensive System (SE) | Intensive System (SI) | p-Values | ||||||
---|---|---|---|---|---|---|---|---|
SCA 1 | MA 2 | SMG 3 | Confinement 4 | EP | Systems | Pasture vs. Pasture Confinement | Extensive vs. Extensive Cultivated Pasture | |
Macromineral (mg/kg/ms) | ||||||||
Na | 5216.00 ± 786.3 a | 4183.39 ± 318.2 b | 3900.77 ± 342.2 b | 4201.31 ± 278.7 b | 124.5 | <0.01 | 0.15 | <0.01 |
K | 13,679.56 ± 1147 b | 12,430.74 ± 651.3 c | 15,232.34 ± 601.7 a | 13,947.21 ± 1072 b | 250.5 | <0.01 | 0.58 | <0.01 |
Ca | 1020.24 ± 216.9 a | 824.73 ± 117.5 b | 733.33 ± 101.3 b | 711.78 ± 82.4 b | 37.4 | <0.01 | <0.01 | <0.01 |
Mg | 629.04 ± 77.4 b | 498.06 ± 61.7 c | 712.74 ± 58.2 a | 557.90 ± 92.6 bc | 20.9 | <0.01 | 0.03 | <0.01 |
P | 7848.61 ± 645.2 b | 7272.14 ± 392.2 c | 8935.31 ± 422.1 a | 7510.37 ± 607.8 bc | 149.8 | <0.01 | 0.01 | <0.01 |
S | 8281.50 ± 320.4 ab | 7796.61 ± 474.0 c | 8520.47 ± 363.7 a | 8060.00 ± 501.3 bc | 119.8 | <0.01 | 0.33 | <0.01 |
Micromineral | ||||||||
Cu | 7.25 ± 0.8 a | 6.84 ± 0.4 a | 6.08 ± 0.3 b | 4.86 ± 0.2 c | 0.13 | <0.01 | <0.01 | <0.01 |
Zn | 241.45 ± 21.8 b | 278.82 ± 36.4 a | 170.73 ± 19.0 c | 197.93 ± 24.1 c | 8.93 | <0.01 | <0.01 | <0.01 |
Fe | 138.77 ± 19.1 a | 149.19 ± 24.4 a | 115.05 ± 9.1 b | 104.74 ± 14.7 b | 7.23 | <0.01 | <0.01 | <0.01 |
Mn | 3.60 ± 0.5 a | 3.17 ± 0.3 ab | 2.79 ± 0.2 b | 2.89 ± 0.5 b | 0.11 | <0.01 | 0.04 | <0.01 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Ferreira, A.P.D.; Silva, J.A.R.d.; Mourato, M.P.; Prates, J.A.M.; Rodrigues, T.C.G.d.C.; Silva, A.G.M.e.; Cruz, A.V.d.; Lobato, A.d.S.M.; Silva, W.C.d.; Silva, E.A.C.d.; et al. Is the Mineral Content of Muscle Tissue (Longissimus Lumborum) in Cattle Finished During the Rainy Season in the Eastern Amazon Influenced by Different Farming Systems? Animals 2025, 15, 2186. https://doi.org/10.3390/ani15152186
Ferreira APD, Silva JARd, Mourato MP, Prates JAM, Rodrigues TCGdC, Silva AGMe, Cruz AVd, Lobato AdSM, Silva WCd, Silva EACd, et al. Is the Mineral Content of Muscle Tissue (Longissimus Lumborum) in Cattle Finished During the Rainy Season in the Eastern Amazon Influenced by Different Farming Systems? Animals. 2025; 15(15):2186. https://doi.org/10.3390/ani15152186
Chicago/Turabian StyleFerreira, Ana Paula Damasceno, Jamile Andréa Rodrigues da Silva, Miguel Pedro Mourato, José António Mestre Prates, Thomaz Cyro Guimarães de Carvalho Rodrigues, André Guimarães Maciel e Silva, Andrea Viana da Cruz, Adriny dos Santos Miranda Lobato, Welligton Conceição da Silva, Elton Alex Corrêa da Silva, and et al. 2025. "Is the Mineral Content of Muscle Tissue (Longissimus Lumborum) in Cattle Finished During the Rainy Season in the Eastern Amazon Influenced by Different Farming Systems?" Animals 15, no. 15: 2186. https://doi.org/10.3390/ani15152186
APA StyleFerreira, A. P. D., Silva, J. A. R. d., Mourato, M. P., Prates, J. A. M., Rodrigues, T. C. G. d. C., Silva, A. G. M. e., Cruz, A. V. d., Lobato, A. d. S. M., Silva, W. C. d., Silva, E. A. C. d., Cunha, A. M. Q., Lourenço-Costa, V. V., Silva, É. B. R. d., Belo, T. S., & Lourenço-Júnior, J. d. B. (2025). Is the Mineral Content of Muscle Tissue (Longissimus Lumborum) in Cattle Finished During the Rainy Season in the Eastern Amazon Influenced by Different Farming Systems? Animals, 15(15), 2186. https://doi.org/10.3390/ani15152186