Literature DB >> 23010907

Stability of endogenous reference genes in postmortem human brains for normalization of quantitative real-time PCR data: comprehensive evaluation using geNorm, NormFinder, and BestKeeper.

Qi Wang1, Takaki Ishikawa, Tomomi Michiue, Bao-Li Zhu, Da-Wei Guan, Hitoshi Maeda.   

Abstract

In forensic molecular pathology, quantitative real-time polymerase chain reaction (RT-qPCR) provides a rapid and sensitive method to investigate functional changes in the death process. Accurate and reliable relative RT-qPCR requires ideal amplification efficiencies of target and reference genes. However, the amplification efficiency, changing during PCR, may be overestimated by the traditional standard curve method. No single gene meets the criteria of an ideal endogenous reference. Therefore, it is necessary to select suitable reference genes for specific requirements. The present study evaluated 32 potential reference genes in the human brain of 15 forensic autopsy cases using three different statistical algorithms, geNorm, NormFinder, and BestKeeper. On RT-qPCR data analyses using a completely objective and noise-resistant algorithm (Real-time PCR Miner), 24 genes met standard efficiency criteria. Validation of their stability and suitability as reference genes using geNorm suggested IPO8 and POLR2A as the most stable ones, and NormFinder indicated that IPO8 and POP4 had the highest expression stabilities, while BestKeeper highlighted ABL1 and ELF1 as reference genes with the least overall variation. Combining these three algorithms suggested the genes IPO8, POLR2A, and PES1 as stable endogenous references in RT-qPCR analysis of human brain samples, with YWHAZ, PPIA, HPRT1, and TBP being the least stable ones. These findings are inconsistent with those of previous studies. Moreover, the relative stability of target and reference genes remains unknown. These observations suggest that suitable reference genes should be selected on the basis of specific requirements, experiment conditions, and the characteristics of target genes in practical applications.

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Year:  2012        PMID: 23010907     DOI: 10.1007/s00414-012-0774-7

Source DB:  PubMed          Journal:  Int J Legal Med        ISSN: 0937-9827            Impact factor:   2.686


  46 in total

1.  Assumption-free analysis of quantitative real-time polymerase chain reaction (PCR) data.

Authors:  Christian Ramakers; Jan M Ruijter; Ronald H Lekanne Deprez; Antoon F M Moorman
Journal:  Neurosci Lett       Date:  2003-03-13       Impact factor: 3.046

2.  Molecular pathology in forensic medicine--Introduction.

Authors:  Burkhard Madea; Pekka Saukko; Antonio Oliva; Frank Musshoff
Journal:  Forensic Sci Int       Date:  2010-08-21       Impact factor: 2.395

Review 3.  Changed relative to what? Housekeeping genes and normalization strategies in human brain gene expression studies.

Authors:  Elizabeth M Tunbridge; Sharon L Eastwood; Paul J Harrison
Journal:  Biol Psychiatry       Date:  2010-07-31       Impact factor: 13.382

Review 4.  Basic principles of real-time quantitative PCR.

Authors:  Manit Arya; Iqbal S Shergill; Magali Williamson; Lyndon Gommersall; Neehar Arya; Hitendra R H Patel
Journal:  Expert Rev Mol Diagn       Date:  2005-03       Impact factor: 5.225

5.  Intrapulmonary aquaporin-5 expression as a possible biomarker for discriminating smothering and choking from sudden cardiac death: a pilot study.

Authors:  Qi Wang; Takaki Ishikawa; Tomomi Michiue; Bao-Li Zhu; Da-Wei Guan; Hitoshi Maeda
Journal:  Forensic Sci Int       Date:  2012-03-14       Impact factor: 2.395

6.  Quantitative immunohistochemical analysis of human brain basic fibroblast growth factor, glial fibrillary acidic protein and single-stranded DNA expressions following traumatic brain injury.

Authors:  Qi Wang; Takaki Ishikawa; Tomomi Michiue; Bao-Li Zhu; Da-Wei Guan; Hitoshi Maeda
Journal:  Forensic Sci Int       Date:  2012-05-17       Impact factor: 2.395

7.  A guideline to family-wide comparative state-of-the-art quantitative RT-PCR analysis exemplified with a Brassicaceae cross-species seed germination case study.

Authors:  Kai Graeber; Ada Linkies; Andrew T A Wood; Gerhard Leubner-Metzger
Journal:  Plant Cell       Date:  2011-06-10       Impact factor: 11.277

8.  Molecular pathology of pulmonary surfactants and cytokines in drowning compared with other asphyxiation and fatal hypothermia.

Authors:  Takako Miyazato; Takaki Ishikawa; Tomomi Michiue; Hitoshi Maeda
Journal:  Int J Legal Med       Date:  2012-05-03       Impact factor: 2.686

9.  Molecular pathology of pulmonary edema after injury in forensic autopsy cases.

Authors:  Qi Wang; Takaki Ishikawa; Tomomi Michiue; Bao-Li Zhu; Da-Wei Guan; Hitoshi Maeda
Journal:  Int J Legal Med       Date:  2012-08-11       Impact factor: 2.686

10.  Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes.

Authors:  Jo Vandesompele; Katleen De Preter; Filip Pattyn; Bruce Poppe; Nadine Van Roy; Anne De Paepe; Frank Speleman
Journal:  Genome Biol       Date:  2002-06-18       Impact factor: 13.583

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  46 in total

1.  Molecular pathology of cerebral TNF-α, IL-1β, iNOS and Nrf2 in forensic autopsy cases with special regard to deaths due to environmental hazards and intoxication.

Authors:  Si-Hao Du; Xiao-Hui Tan; Rui Zhao; Dong Zhao; Ye Xue; Hui-Jun Wang; Xiao-Li Xie; Qi Wang
Journal:  Forensic Sci Med Pathol       Date:  2017-08-03       Impact factor: 2.007

2.  Reference genes for quantitative RT-PCR data in gastric tissues and cell lines.

Authors:  Fernanda Wisnieski; Danielle Queiroz Calcagno; Mariana Ferreira Leal; Leonardo Caires dos Santos; Carolina de Oliveira Gigek; Elizabeth Suchi Chen; Thaís Brilhante Pontes; Paulo Pimentel Assumpção; Mônica Barauna de Assumpção; Sâmia Demachki; Rommel Rodríguez Burbano; Marília de Arruda Cardoso Smith
Journal:  World J Gastroenterol       Date:  2013-11-07       Impact factor: 5.742

3.  Pathophysiological significance of clock genes BMAL1 and PER2 as erythropoietin-controlling factors in acute blood hemorrhage.

Authors:  Naoto Tani; Tomoya Ikeda; Yayoi Aoki; Alissa Shida; Shigeki Oritani; Takaki Ishikawa
Journal:  Hum Cell       Date:  2019-04-02       Impact factor: 4.174

4.  Identification of suitable reference microRNA for qPCR analysis in pediatric inflammatory bowel disease.

Authors:  Christie Buonpane; Guillermo Ares; Beshoy Benyamen; Carrie Yuan; Catherine J Hunter
Journal:  Physiol Genomics       Date:  2019-04-12       Impact factor: 3.107

5.  Validation of adequate endogenous reference genes for reverse transcription-qPCR studies in human post-mortem brain tissue of SIDS cases.

Authors:  Noha El-Kashef; Iva Gomes; Katja Mercer-Chalmers-Bender; Peter M Schneider; Markus A Rothschild; Martin Juebner
Journal:  Forensic Sci Med Pathol       Date:  2015-10-05       Impact factor: 2.007

6.  Evaluating the potential of housekeeping genes, rRNAs, snRNAs, microRNAs and circRNAs as reference genes for the estimation of PMI.

Authors:  Chunyan Tu; Tieshuai Du; Chengchen Shao; Zengjia Liu; Liliang Li; Yiwen Shen
Journal:  Forensic Sci Med Pathol       Date:  2018-04-24       Impact factor: 2.007

7.  Molecular pathology of brain matrix metalloproteases, claudin5, and aquaporins in forensic autopsy cases with special regard to methamphetamine intoxication.

Authors:  Qi Wang; Takaki Ishikawa; Tomomi Michiue; Bao-Li Zhu; Da-Wei Guan; Hitoshi Maeda
Journal:  Int J Legal Med       Date:  2014-02-13       Impact factor: 2.686

8.  The alternative splicing of the apolipoprotein E gene is unperturbed in the brains of Alzheimer's disease patients.

Authors:  James D Mills; Pamela J Sheahan; Donna Lai; Jillian J Kril; Michael Janitz; Greg T Sutherland
Journal:  Mol Biol Rep       Date:  2014-07-05       Impact factor: 2.316

9.  Decreased mRNA levels of cardiac Cx43 and ZO1 in sudden cardiac death related to coronary atherosclerosis: a pilot study.

Authors:  Ye Xue; Rui Zhao; Si-Hao Du; Dong Zhao; Dong-Ri Li; Jing-Tao Xu; Xiao-Li Xie; Qi Wang
Journal:  Int J Legal Med       Date:  2016-03-14       Impact factor: 2.686

10.  Molecular pathology of brain edema after severe burns in forensic autopsy cases with special regard to the importance of reference gene selection.

Authors:  Qi Wang; Takaki Ishikawa; Tomomi Michiue; Bao-Li Zhu; Da-Wei Guan; Hitoshi Maeda
Journal:  Int J Legal Med       Date:  2013-05-24       Impact factor: 2.686

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