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Adiposity and adipogenic gene expression in four different muscles in beef cattle

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  • Lara Martínez del Pino
  • Ana Arana
  • Leopoldo Alfonso
  • José Antonio Mendizábal
  • Beatriz Soret

Abstract

Anatomical site and divergent functionalities of muscles can be related to differences in IMF content, metabolism and adipogenic gene expression. Then, potential differences in different muscles in beef cattle were studied. As a second objective, the main sources of experimental variability associated to RT-qPCR results were analyzed following a nested design in order to implement appropriate experimental designs minimizing gene expression variability. To perform the study Longissimus thoracis (LT), Semitendinosus (SM), Masseter (MS), Sternomandibularis (ST) and subcutaneous adipose tissue (SAT) samples of Pirenaica young bulls (n = 4) were collected for IMF, collagen and protein quantification, analysis of adipocyte size distribution and gene expression (PPARG, CEBPA, FAPB4 and WNT10B). A greater IMF content was observed in MS and SM muscles, which had a bimodal adipocyte size distribution while it was unimodal in the muscles LT and ST. This suggest that the different IMF accretion in the muscles studied might be related to different rates of hyperplasia and hypertrophy and that IMF might develop later in LT and ST muscles. The former differences were not mirrored by the expression of the genes analyzed, which might be related to the different contribution of mature and non-mature adipocytes to the total gene expression. When comparing IMF and SAT gene expression, late and early developing tissues respectively, expression of PPARG, CEBPA and FABP4 was higher in the SAT, in agreement with bigger cell size and numbers. The variability study indicates that the analytical factors that add higher variability to the gene expression are the sampling and RT and therefore, it would be appropriate to include those replicates in the design of future experiments. Based on the results, the use of MS and SM muscles could allow less expensive experimental designs and bigger sample size that could permit the detection of lower relevant differences in gene expression.

Suggested Citation

  • Lara Martínez del Pino & Ana Arana & Leopoldo Alfonso & José Antonio Mendizábal & Beatriz Soret, 2017. "Adiposity and adipogenic gene expression in four different muscles in beef cattle," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-19, June.
  • Handle: RePEc:plo:pone00:0179604
    DOI: 10.1371/journal.pone.0179604
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    References listed on IDEAS

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    1. P. M. Hartigan, 1985. "Computation of the Dip Statistic to Test for Unimodality," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 34(3), pages 320-325, November.
    2. Francis Jacob & Rea Guertler & Stephanie Naim & Sheri Nixdorf & André Fedier & Neville F Hacker & Viola Heinzelmann-Schwarz, 2013. "Careful Selection of Reference Genes Is Required for Reliable Performance of RT-qPCR in Human Normal and Cancer Cell Lines," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-8, March.
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