The pseudogene problem and RT-qPCR data normalization; SYMPK: a suitable reference gene for papillary thyroid carcinoma

被引:0
|
作者
Seyed-Morteza Javadirad
Mohammad Mokhtari
Ghazal Esfandiarpour
Mohsen Kolahdouzan
机构
[1] University of Isfahan,Department of Cell and Molecular Biology and Microbiology, Faculty of Biological Science and Technology
[2] ,Department of Surgery, School of Medicine
[3] Isfahan University of Medical Sciences,undefined
[4] ,undefined
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
In RT-qPCR, accuracy requires multiple levels of standardization, but results could be obfuscated by human errors and technical limitations. Data normalization against suitable reference genes is critical, yet their observed expression can be confounded by pseudogenes. Eight reference genes were selected based on literature review and analysis of papillary thyroid carcinoma (PTC) microarray data. RNA extraction and cDNA synthesis were followed by RT-qPCR amplification in triplicate with exon-junction or intron-spanning primers. Several statistical analyses were applied using Microsoft Excel, NormFinder, and BestKeeper. In normal tissues, the least correlation of variation (CqCV%) and the lowest maximum fold change (MFC) were respectively recorded for PYCR1 and SYMPK. In PTC tissues, SYMPK had the lowest CqCV% (5.16%) and MFC (1.17). According to NormFinder, the best reference combination was SYMPK and ACTB (stability value = 0.209). BestKeeper suggested SYMPK as the best reference in both normal (r = 0.969) and PTC tissues (r = 0.958). SYMPK is suggested as the best reference gene for overcoming the pseudogene problem in RT-qPCR data normalization, with a stability value of 0.319.
引用
收藏
相关论文
共 50 条
  • [1] The pseudogene problem and RT-qPCR data normalization; SYMPK: a suitable reference gene for papillary thyroid carcinoma
    Javadirad, Seyed-Morteza
    Mokhtari, Mohammad
    Esfandiarpour, Ghazal
    Kolahdouzan, Mohsen
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [2] Selection of reference genes suitable for normalization of RT-qPCR data in glioma stem cells
    Dang, Weiqi
    Zhang, Xiang
    Ma, Qinghua
    Chen, Lu
    Cao, Mianfu
    Miao, Jingya
    Cui, Youhong
    Zhang, Xia
    BIOTECHNIQUES, 2020, 68 (03) : 130 - 137
  • [3] Effect of Embryonic Genotype on Reference Gene Selection for RT-qPCR Normalization
    Llobat, L.
    Marco-Jimenez, F.
    Penaranda, D. S.
    Saenz-de-Juano, M. D.
    Vicente, J. S.
    REPRODUCTION IN DOMESTIC ANIMALS, 2012, 47 (04) : 629 - 634
  • [4] Genome-wide identification of suitable zebrafish Danio rerio reference genes for normalization of gene expression data by RT-qPCR
    Xu, H.
    Li, C.
    Zeng, Q.
    Agrawal, I.
    Zhu, X.
    Gong, Z.
    JOURNAL OF FISH BIOLOGY, 2016, 88 (06) : 2095 - 2110
  • [5] Optimal reference genes for RT-qPCR normalization in the newborn
    Khanna, P.
    Johnson, K. L.
    Maron, J. L.
    BIOTECHNIC & HISTOCHEMISTRY, 2017, 92 (07) : 459 - 466
  • [6] Identification of reference genes suitable for normalization of RT-qPCR expression data in Saccharomyces cerevisiae during alcoholic fermentation
    Enrico Vaudano
    Olta Noti
    Antonella Costantini
    Emilia Garcia-Moruno
    Biotechnology Letters, 2011, 33 : 1593 - 1599
  • [7] Identification of reference genes suitable for normalization of RT-qPCR expression data in Saccharomyces cerevisiae during alcoholic fermentation
    Vaudano, Enrico
    Noti, Olta
    Costantini, Antonella
    Garcia-Moruno, Emilia
    BIOTECHNOLOGY LETTERS, 2011, 33 (08) : 1593 - 1599
  • [8] Reference Gene Selection for RT-qPCR Normalization in Toxoplasma gondii Exposed to Broxaldine
    Qiu, Yanhua
    Bai, Yubin
    Wang, Weiwei
    Wang, Qing
    Chen, Shulin
    Zhang, Jiyu
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (21)
  • [9] Identification and validation of extracellular vesicle reference genes for the normalization of RT-qPCR data
    Pinheiro, Claudio
    Guilbert, Nike
    Lippens, Lien
    Roux, Quentin
    Boiy, Robin
    Fischer, Suzanne
    Van Dorpe, Sofie
    De Craene, Bram
    Berx, Geert
    Boterberg, Tom
    Sys, Gwen
    Denys, Hannelore
    Miinalainen, Ilkka
    Mestdagh, Pieter
    Vandesompele, Jo
    De Wever, Olivier
    Hendrix, An
    JOURNAL OF EXTRACELLULAR VESICLES, 2024, 13 (04)
  • [10] Tracking the best reference genes for RT-qPCR data normalization in filamentous fungi
    Agustina Llanos
    Jean Marie François
    Jean-Luc Parrou
    BMC Genomics, 16