Identification of Internal Reference Genes in Peripheral Blood Mononuclear Cells of Cattle Populations Adapted to Hot Arid Normoxia and Cold Arid Hypoxia Environments.

Preeti Verma, Ankita Sharma, Monika Sodhi, Manish Tiwari, Prince Vivek, Ranjit S Kataria, S K Nirajan, Vijay K Bharti, Pawan Singh, S S Lathwal, Vishal Sharma, Nampher Masharing, Manishi Mukesh
Author Information
  1. Preeti Verma: Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, India.
  2. Ankita Sharma: Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, India.
  3. Monika Sodhi: Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, India.
  4. Manish Tiwari: Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, India.
  5. Prince Vivek: Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, India.
  6. Ranjit S Kataria: Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, India.
  7. S K Nirajan: Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, India.
  8. Vijay K Bharti: DRDO-Defense Institute of High-altitude Research, Leh, India.
  9. Pawan Singh: Animal Biotechnology Center, ICAR-National Dairy Research Institute, Karnal, India.
  10. S S Lathwal: Animal Biotechnology Center, ICAR-National Dairy Research Institute, Karnal, India.
  11. Vishal Sharma: Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, India.
  12. Nampher Masharing: Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, India.
  13. Manishi Mukesh: Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, India.

Abstract

To estimate gene expression in a reliable manner, quantitative real-time polymerase chain reaction data require normalisation using a panel of stably expressed reference genes (RGs). To date, information on an appropriate panel of RGs in cattle populations reared at cold arid high-altitude hypoxia and hot arid tropical normoxia environments is not available. Therefore, the present study was carried out to identify a panel of stably expressed RGs from 10 candidate genes ( and ) in peripheral blood mononuclear cells (PBMCs) of cattle populations reared at cold arid high-altitude hypoxia and hot arid normoxia environments. Four different statistical algorithms: geNorm, NormFinder, BestKeeper, and RefFinder were used to assess the stability of these genes. A total of 30 blood samples were collected: six adult heifers each of Ladakhi (LAC) and Holstein Frisian crosses (HFX) and 4 Jersey (JYC) cows from cold arid high-altitude hypoxia environments (group I) and five adult heifers each of Sahiwal (SAC), Karan Fries (KFC), and Holstein Friesian (HFC) cows from hot arid normoxia environments (group II). Combined analysis of group I and group II resulted in identification of a panel of RGs like and that could act as a useful resource to unravel the accurate transcriptional profile of PBMCs from diverse cattle populations adapted to distinct altitudes.

Keywords

References

  1. Anim Sci J. 2016 Mar;87(3):344-53 [PMID: 26762603]
  2. PLoS One. 2016 Sep 02;11(9):e0162253 [PMID: 27588421]
  3. Plant Mol Biol. 2012 Jan 31;: [PMID: 22290409]
  4. PLoS One. 2015 Mar 20;10(3):e0121280 [PMID: 25794179]
  5. Genes (Basel). 2018 Apr 12;9(4): [PMID: 29649144]
  6. Cell Stress Chaperones. 2014 Sep;19(5):613-21 [PMID: 24363171]
  7. Front Plant Sci. 2016 Oct 05;7:1505 [PMID: 27761137]
  8. Genes Immun. 2005 Jun;6(4):279-84 [PMID: 15815687]
  9. Mol Biol Rep. 2019 Dec;46(6):6513-6524 [PMID: 31637621]
  10. Mol Biol Rep. 2014;41(4):2325-34 [PMID: 24452712]
  11. Sci Rep. 2018 Mar 13;8(1):4444 [PMID: 29535408]
  12. PLoS One. 2017 Feb 24;12(2):e0172674 [PMID: 28234977]
  13. Physiol Genomics. 2007 May 11;29(3):312-9 [PMID: 17284669]
  14. Cancer Res. 2004 Aug 1;64(15):5245-50 [PMID: 15289330]
  15. Clin Chem. 2009 Apr;55(4):611-22 [PMID: 19246619]
  16. Genome Biol. 2002 Jun 18;3(7):RESEARCH0034 [PMID: 12184808]
  17. PLoS One. 2014 Feb 11;9(2):e88653 [PMID: 24523926]
  18. Cell Biol Int. 2018 Sep;42(9):1141-1148 [PMID: 29719086]
  19. Front Physiol. 2018 Nov 06;9:1560 [PMID: 30459641]
  20. Nucleic Acids Res. 2018 Jan 4;46(D1):D121-D126 [PMID: 29036693]
  21. J Anim Physiol Anim Nutr (Berl). 2013 Dec;97(6):1132-41 [PMID: 23363300]
  22. J Dairy Sci. 2017 Aug;100(8):6763-6771 [PMID: 28624280]
  23. Cell Reprogram. 2019 Aug;21(4):200-209 [PMID: 31199674]
  24. Methods. 2010 Apr;50(4):217-26 [PMID: 20025972]
  25. Anal Biochem. 2010 Aug;403(1-2):120-2 [PMID: 20371358]
  26. ISRN Biotechnol. 2013 Jan 28;2013:735053 [PMID: 25937980]
  27. J Virol Methods. 2016 Jan;227:47-9 [PMID: 26542463]
  28. Front Plant Sci. 2016 Apr 25;7:536 [PMID: 27200013]
  29. J Appl Genet. 2008;49(4):367-72 [PMID: 19029684]
  30. PLoS One. 2014 Apr 03;9(4):e93724 [PMID: 24699822]
  31. J Fish Biol. 2016 Jun;88(6):2095-110 [PMID: 27126589]
  32. FEBS Open Bio. 2012 Aug 13;2:235-40 [PMID: 23650605]
  33. Mol Cell Probes. 2013 Jun-Aug;27(3-4):140-4 [PMID: 23499765]
  34. Cell Reprogram. 2017 Oct;19(5):302-310 [PMID: 28880574]
  35. Physiol Genomics. 2001 Dec 21;7(2):97-104 [PMID: 11773596]
  36. Biochem Biophys Res Commun. 2004 Jan 23;313(4):856-62 [PMID: 14706621]
  37. J Mol Endocrinol. 2002 Aug;29(1):23-39 [PMID: 12200227]
  38. PLoS One. 2018 Mar 6;13(3):e0191558 [PMID: 29509770]
  39. Sci Rep. 2018 May 16;8(1):7681 [PMID: 29769561]

Word Cloud

Created with Highcharts 10.0.0aridpanelgenesRGscattlecoldhotenvironmentsgrouppopulationshigh-altitudehypoxianormoxiaPBMCsexpressionstablyexpressedreferencerearedbloodstabilityadultheifersHolsteincowsIIAridestimategenereliablemannerquantitativereal-timepolymerasechainreactiondatarequirenormalisationusingdateinformationappropriatetropicalavailableThereforepresentstudycarriedidentify10candidateperipheralmononuclearcellsFourdifferentstatisticalalgorithms:geNormNormFinderBestKeeperRefFinderusedassesstotal30samplescollected:sixLadakhiLACFrisiancrossesHFX4JerseyJYCfiveSahiwalSACKaranFriesKFCFriesianHFCCombinedanalysisresultedidentificationlikeactusefulresourceunravelaccuratetranscriptionalprofilediverseadapteddistinctaltitudesIdentificationInternalReferenceGenesPeripheralBloodMononuclearCellsCattlePopulationsAdaptedHotNormoxiaColdHypoxiaEnvironmentsnormalizationqRT-PCR

Similar Articles

Cited By (2)