IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0172674.html
   My bibliography  Save this article

Selection of internal reference genes for normalization of reverse transcription quantitative polymerase chain reaction (RT-qPCR) analysis in the rumen epithelium

Author

Listed:
  • Jose V Die
  • Ransom L Baldwin
  • Lisa J Rowland
  • Robert Li
  • Sunghee Oh
  • Congjun Li
  • Erin E Connor
  • Maria-Jose Ranilla

Abstract

The rumen is lined on the luminal side by a stratified squamous epithelium that is responsible for not only absorption, but also transport, extensive short-chain fatty acid (SCFA) metabolism and protection. Butyrate has been demonstrated to initiate the differentiation of the tissue following introduction of solid feed to the weaning neonate as well as affecting the metabolism of other nutrients and absorption of nutrients in in vitro experiments. The objective of the present study was to validate expression stability of eight putative reference genes bovine rumen, considering the intrinsic heterogeneity of bovine rumen with regard to different luminal characteristics due to direct infusion of butyrate to double the intra-ruminal content of the rumen liquor. Our focus was on identifying stable reference genes which are suitable to normalize real-time RT-qPCR experiments from rumen samples collected from clinical assays, irrespective of localization within the organ and the across physiological state. The most stably expressed genes included: ACTB, UXT, DBNDD2, RPS9, DDX54 and HMBS. Their high stability values suggest these reference genes will facilitate better evaluation of variation of across an array of conditions including: localization within the rumen, differences among cattle fed an array of rations, as well as response to development in the weaning animal. Moreover, we anticipate these reference genes may be useful for expression studies in other ruminants.

Suggested Citation

  • Jose V Die & Ransom L Baldwin & Lisa J Rowland & Robert Li & Sunghee Oh & Congjun Li & Erin E Connor & Maria-Jose Ranilla, 2017. "Selection of internal reference genes for normalization of reverse transcription quantitative polymerase chain reaction (RT-qPCR) analysis in the rumen epithelium," PLOS ONE, Public Library of Science, vol. 12(2), pages 1-13, February.
  • Handle: RePEc:plo:pone00:0172674
    DOI: 10.1371/journal.pone.0172674
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0172674
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0172674&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0172674?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Michael Lawrence & Wolfgang Huber & Hervé Pagès & Patrick Aboyoun & Marc Carlson & Robert Gentleman & Martin T Morgan & Vincent J Carey, 2013. "Software for Computing and Annotating Genomic Ranges," PLOS Computational Biology, Public Library of Science, vol. 9(8), pages 1-10, August.
    2. Wuzheng Zhu & Yaqiu Lin & Honghai Liao & Yong Wang, 2015. "Selection of Reference Genes for Gene Expression Studies Related to Intramuscular Fat Deposition in Capra hircus Skeletal Muscle," PLOS ONE, Public Library of Science, vol. 10(3), pages 1-15, March.
    3. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Poonam Dhillon & Kelly Ann Mulholland & Hailong Hu & Jihwan Park & Xin Sheng & Amin Abedini & Hongbo Liu & Allison Vassalotti & Junnan Wu & Katalin Susztak, 2023. "Increased levels of endogenous retroviruses trigger fibroinflammation and play a role in kidney disease development," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    2. Andreas Herchenröther & Stefanie Gossen & Tobias Friedrich & Alexander Reim & Nadine Daus & Felix Diegmüller & Jörg Leers & Hakimeh Moghaddas Sani & Sarah Gerstner & Leah Schwarz & Inga Stellmacher & , 2023. "The H2A.Z and NuRD associated protein HMG20A controls early head and heart developmental transcription programs," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    3. Teresa Maria Rosaria Noviello & Anna Maria Giacomo & Francesca Pia Caruso & Alessia Covre & Roberta Mortarini & Giovanni Scala & Maria Claudia Costa & Sandra Coral & Wolf H. Fridman & Catherine Sautès, 2023. "Guadecitabine plus ipilimumab in unresectable melanoma: five-year follow-up and integrated multi-omic analysis in the phase 1b NIBIT-M4 trial," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    4. Quentin I. B. Lemaître & Natascha Bartsch & Ian U. Kouzel & Henriette Busengdal & Gemma Sian Richards & Patrick R. H. Steinmetz & Fabian Rentzsch, 2023. "NvPrdm14d-expressing neural progenitor cells contribute to non-ectodermal neurogenesis in Nematostella vectensis," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    5. Songming Tang & Xuejian Cui & Rongxiang Wang & Sijie Li & Siyu Li & Xin Huang & Shengquan Chen, 2024. "scCASE: accurate and interpretable enhancement for single-cell chromatin accessibility sequencing data," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    6. Yanming Ren & Zongyao Huang & Lingling Zhou & Peng Xiao & Junwei Song & Ping He & Chuanxing Xie & Ran Zhou & Menghan Li & Xiangqun Dong & Qing Mao & Chao You & Jianguo Xu & Yanhui Liu & Zhigang Lan & , 2023. "Spatial transcriptomics reveals niche-specific enrichment and vulnerabilities of radial glial stem-like cells in malignant gliomas," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    7. Tiago C. Luis & Nikolaos Barkas & Joana Carrelha & Alice Giustacchini & Stefania Mazzi & Ruggiero Norfo & Bishan Wu & Affaf Aliouat & Jose A. Guerrero & Alba Rodriguez-Meira & Tiphaine Bouriez-Jones &, 2023. "Perivascular niche cells sense thrombocytopenia and activate hematopoietic stem cells in an IL-1 dependent manner," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    8. Michael R. Kelly & Kamila Wisniewska & Matthew J. Regner & Michael W. Lewis & Andrea A. Perreault & Eric S. Davis & Douglas H. Phanstiel & Joel S. Parker & Hector L. Franco, 2022. "A multi-omic dissection of super-enhancer driven oncogenic gene expression programs in ovarian cancer," Nature Communications, Nature, vol. 13(1), pages 1-22, December.
    9. Komal Soni & Anusree Sivadas & Attila Horvath & Nikolay Dobrev & Rippei Hayashi & Leo Kiss & Bernd Simon & Klemens Wild & Irmgard Sinning & Tamás Fischer, 2023. "Mechanistic insights into RNA surveillance by the canonical poly(A) polymerase Pla1 of the MTREC complex," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    10. Yuki Matsushita & Jialin Liu & Angel Ka Yan Chu & Chiaki Tsutsumi-Arai & Mizuki Nagata & Yuki Arai & Wanida Ono & Kouhei Yamamoto & Thomas L. Saunders & Joshua D. Welch & Noriaki Ono, 2023. "Bone marrow endosteal stem cells dictate active osteogenesis and aggressive tumorigenesis," Nature Communications, Nature, vol. 14(1), pages 1-23, December.
    11. Gerard Llimos & Vincent Gardeux & Ute Koch & Judith F. Kribelbauer & Antonina Hafner & Daniel Alpern & Joern Pezoldt & Maria Litovchenko & Julie Russeil & Riccardo Dainese & Riccardo Moia & Abdurraouf, 2022. "A leukemia-protective germline variant mediates chromatin module formation via transcription factor nucleation," Nature Communications, Nature, vol. 13(1), pages 1-21, December.
    12. Marko Dunjić & Felix Jonas & Gilad Yaakov & Roye More & Yoav Mayshar & Yoach Rais & Ayelet-Hashahar Orenbuch & Saifeng Cheng & Naama Barkai & Yonatan Stelzer, 2023. "Histone exchange sensors reveal variant specific dynamics in mouse embryonic stem cells," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    13. Yasha Butt & Ramin Sakhtemani & Rukshana Mohamad-Ramshan & Michael S. Lawrence & Ashok S. Bhagwat, 2024. "Distinguishing preferences of human APOBEC3A and APOBEC3B for cytosines in hairpin loops, and reflection of these preferences in APOBEC-signature cancer genome mutations," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    14. Giorgio Caratti & Ulrich Stifel & Bozhena Caratti & Ali J. M. Jamil & Kyoung-Jin Chung & Michael Kiehntopf & Markus H. Gräler & Matthias Blüher & Alexander Rauch & Jan P. Tuckermann, 2023. "Glucocorticoid activation of anti-inflammatory macrophages protects against insulin resistance," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    15. Alessandra Castiglioni & Yagai Yang & Katherine Williams & Alvin Gogineni & Ryan S. Lane & Amber W. Wang & Justin A. Shyer & Zhe Zhang & Stephanie Mittman & Alan Gutierrez & Jillian L. Astarita & Minh, 2023. "Combined PD-L1/TGFβ blockade allows expansion and differentiation of stem cell-like CD8 T cells in immune excluded tumors," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    16. Julian Cheron & Leonardo Beccari & Perrine Hagué & Romain Icick & Chloé Despontin & Teresa Carusone & Matthieu Defrance & Sagar Bhogaraju & Elena Martin-Garcia & Roberto Capellan & Rafael Maldonado & , 2023. "USP7/Maged1-mediated H2A monoubiquitination in the paraventricular thalamus: an epigenetic mechanism involved in cocaine use disorder," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    17. Zachary A. Hing & Janek S. Walker & Ethan C. Whipp & Lindsey Brinton & Matthew Cannon & Pu Zhang & Steven Sher & Casey B. Cempre & Fiona Brown & Porsha L. Smith & Claudio Agostinelli & Stefano A. Pile, 2023. "Dysregulation of PRMT5 in chronic lymphocytic leukemia promotes progression with high risk of Richter’s transformation," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    18. Amélie Roehrig & Theo Z. Hirsch & Aurore Pire & Guillaume Morcrette & Barkha Gupta & Charles Marcaillou & Sandrine Imbeaud & Christophe Chardot & Emmanuel Gonzales & Emmanuel Jacquemin & Masahiro Seki, 2024. "Single-cell multiomics reveals the interplay of clonal evolution and cellular plasticity in hepatoblastoma," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    19. Brian M. Schilder & Alan E. Murphy & Nathan G. Skene, 2024. "rworkflows: automating reproducible practices for the R community," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    20. Tina Pekec & Jarosław Lewandowski & Alicja A. Komur & Daria Sobańska & Yanwu Guo & Karolina Świtońska-Kurkowska & Jędrzej M. Małecki & Abhishek Anil Dubey & Wojciech Pokrzywa & Marcin Frankowski & Mac, 2022. "Ferritin-mediated iron detoxification promotes hypothermia survival in Caenorhabditis elegans and murine neurons," Nature Communications, Nature, vol. 13(1), pages 1-19, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0172674. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.