

FOLLOWUS
College of Marine and Biological Engineering, Yancheng Institute of Technology, Yancheng 224051, China
Qing NIE, E-mail: nieqing0422@163.com
Weihong ZHAO, E-mail: misszwh@163.com
Received:13 October 2021,
Accepted:07 December 2021,
Online First:21 December 2021,
Published:2023-01
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Fengjuan JIANG, Qingyao WANG, Jingjing DU, et al. Identification of suitable reference genes for quantitative gene expression analysis in clam
Fengjuan JIANG, Qingyao WANG, Jingjing DU, et al. Identification of suitable reference genes for quantitative gene expression analysis in clam
The appropriate reference gene is a prerequisite for accurate normalization of gene expression level
and research on suitable reference genes in clam
Cyclina sinensis
is scarce. To improve the situation
we selected five commonly used housekeeping genes
including
β
-
actin
Elongation factor 1-
α
(
EF1
-
α
)
Glyceraldehyde-3-phosphate dehydrogenase (
GAPDH
)
40S ribosomal protein S18 (
RPS18
)
and Tubulin
α
(
TUB
-
α
)
then evaluated their expression stability in different adult tissues and under different experimental treatments (salinity stress and
Vibrio
parahaemolyticus
infection). Their expression stability was analyzed by three frequently used programs
geNorm
NormFinder
and BestKeeper. This analysis indicated that multiple genes should be used for normalization
and we concluded that the reference gene combination
GAPDH
-
RPS18
-
β
-
actin
should be used for qRT-PCR analysis in different tissues of
C
.
sinensis
under normal physiological conditions. For the clams under salinity stress and
Vibrio
infection
EF1
-
α
-
GAPDH
-
RPS18
was recommended as the gene combination for qRT-PCR normalization.
TUB
-
α
was generally poorly ranked by all programs
and should not be used in future studies. This study should provide fundamental support for accurate quantitative gene expression analysis of this species.
C L Andersen , J L Jensen , T F Ørntoft . Normalization of real-time quantitative reverse transcription-PCR data: a model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets . Cancer Research , 2004 . 64 ( 15 ): 5245 - 5250 . DOI: 10.1158/0008-5472.CAN-04-0496 http://doi.org/10.1158/0008-5472.CAN-04-0496 .
J R Chapman , J Waldenström . With reference to reference genes: a systematic review of endogenous controls in gene expression studies . PLoS One , 2015 . 10 ( 11 ): e0141853 DOI: 10.1371/journal.pone.0141853 http://doi.org/10.1371/journal.pone.0141853 .
X J Chen , X Q Zhang , Y Sun , 等 . Assessment of internal controls for data normalization of gene expression after different bacterial stimulation by quantitative real-time PCR in golden pompano Trachinotus blochii . Journal of Oceanology and Limnology , 2020 . 38 ( 2 ): 480 - 489 . DOI: 10.1007/s00343-019-9053-5 http://doi.org/10.1007/s00343-019-9053-5 .
A Dharmaratnam , A Sudhagar , S R Nithianantham , 等 . Evaluation of candidate reference genes for quantitative RTqPCR analysis in goldfish ( Carassius auratus L.) in healthy and CyHV-2 infected fish . Veterinary Immunology and Immunopathology , 2021 . 237 110270 DOI: 10.1016/j.vetimm.2021.110270 http://doi.org/10.1016/j.vetimm.2021.110270 .
N M Dheilly , C Lelong , A Huvet , 等 . Development of a Pacific oyster ( Crassostrea gigas ) 31, 918-feature microarray: identification of reference genes and tissue-enriched expression patterns . BMC Genomics , 2011 . 12 ( 1 ): 468 DOI: 10.1186/1471-2164-12-468 http://doi.org/10.1186/1471-2164-12-468 .
Y S Du , L L Zhang , F Xu , 等 . Validation of housekeeping genes as internal controls for studying gene expression during Pacific oyster ( Crassostrea gigas ) development by quantitative real-time PCR . Fish & Shellfish Immunology , 2013 . 34 ( 3 ): 939 - 945 . DOI: 10.1016/j.fsi.2012.12.007 http://doi.org/10.1016/j.fsi.2012.12.007 .
L Y Feng , Q Yu , X Li , 等 . Identification of reference genes for qRT-PCR analysis in Yesso scallop Patinopecten yessoensis . PLoS One , 2013 . 8 ( 9 ): e75609 DOI: 10.1371/journal.pone.0075609 http://doi.org/10.1371/journal.pone.0075609 .
W Y Geng , F J Yao , T Tang , 等 . Evaluation of the expression stability of β-actin under bacterial infection in Macrobrachium nipponense . Molecular Biology Reports , 2019 . 46 ( 1 ): 309 - 315 . DOI: 10.1007/s11033-018-4473-4 http://doi.org/10.1007/s11033-018-4473-4 .
S Guénin , M Mauriat , J Pelloux , 等 . Normalization of qRT-PCR data: the necessity of adopting a systematic, experimental conditions-specific, validation of references . Journal of Experimental Botany , 2009 . 60 ( 2 ): 487 - 493 . DOI: 10.1093/jxb/ern305 http://doi.org/10.1093/jxb/ern305 .
Y N Hu , H T Fu , H Qiao , 等 . Validation and evaluation of reference genes for quantitative real-time PCR in Macrobrachium nipponense . International Journal of Molecular Sciences , 2018 . 19 ( 8 ): 2258 DOI: 10.3390/ijms19082258 http://doi.org/10.3390/ijms19082258 .
P Huan , H X Wang , B Z Liu . Assessment of housekeeping genes as internal references in quantitative expression analysis during early development of oyster . Genes & Genetic Systems , 2016 . 91 ( 5 ): 257 - 265 . DOI: 10.1266/ggs.16-00007 http://doi.org/10.1266/ggs.16-00007 .
M L Jaramillo , D Ammar , R L Quispe , 等 . Identification and evaluation of reference genes for expression studies by RT-qPCR during embryonic development of the emerging model organism, Macrobrachium olfersii . Gene , 2017 . 598 97 - 106 . DOI: 10.1016/j.gene.2016.11.001 http://doi.org/10.1016/j.gene.2016.11.001 .
F J Jiang , H X Wang , X Yue , 等 . Integrating the Vibrio -resistance phenotype and gene expression data fordiscovery of markers used for resistance evaluation in the clam Meretrix petechialis . Aquaculture , 2018 . 482 130 - 136 . DOI: 10.1016/j.aquaculture.2017.09.033 http://doi.org/10.1016/j.aquaculture.2017.09.033 .
C F Jin , W H Song , M Y Wang , 等 . Transcriptome-wide identification and validation of reference genes in black rockfish ( Sebastes schlegelii ) . Journal of Ocean University of China , 2021 . 20 ( 3 ): 654 - 660 . DOI: 10.1007/s11802-021-4588-4 http://doi.org/10.1007/s11802-021-4588-4 .
A K G Kadegowda , M Bionaz , B Thering , 等 . Identification of internal control genes for quantitative polymerase chain reaction in mammary tissue of lactating cows receiving lipid supplements . Journal of Dairy Science , 2009 . 92 ( 5 ): 2007 - 2019 . DOI: 10.3168/jds.2008-1655 http://doi.org/10.3168/jds.2008-1655 .
J Li , Y Zhang , Y H Zhang , 等 . Genomic characterization and expression analysis of five novel IL-17 genes in the Pacific oyster, Crassostrea gigas . Fish & Shellfish Immunology , 2014 . 40 ( 2 ): 455 - 465 . DOI: 10.1016/j.fsi.2014.07.026 http://doi.org/10.1016/j.fsi.2014.07.026 .
Y K Li , J B Han , J Y Wu , 等 . Transcriptome-based evaluation and validation of suitable housekeeping gene for quantification real-time PCR under specific experiment condition in teleost fishes . Fish & Shellfish Immunology , 2020 . 98 218 - 223 . DOI: 10.1016/j.fsi.2020.01.018 http://doi.org/10.1016/j.fsi.2020.01.018 .
T T Lin , Q F Lai , Z L Yao , 等 . Combined effects of carbonate alkalinity and pH on survival, growth and haemocyte parameters of the Venus clam Cyclina sinensis . Fish & Shellfi sh Immunology , 2013 . 35 ( 2 ): 525 - 531 . DOI: 10.1016/j.fsi.2013.05.006 http://doi.org/10.1016/j.fsi.2013.05.006 .
W S Liu , Y H Ma , S Y Hu , 等 . Rearing Venus clam seeds, Cyclina sinensis (Gmelin), on a commercial scale . Aquaculture , 2002 . 211 ( 1-4 ): 109 - 114 . DOI: 10.1016/S0044-8486(01)00859-6 http://doi.org/10.1016/S0044-8486(01)00859-6 .
K J Livak , T D Schmittgen . Analysis of relative gene expression data using real-time quantitative PCR and the 2 -∆∆C T method . Methods , 2001 . 25 ( 4 ): 402 - 408 . DOI: 10.1006/meth.2001.1262 http://doi.org/10.1006/meth.2001.1262 .
D R Mateo , S J Greenwood , M T Araya , 等 . Differential gene expression of γ-actin, Toll-like receptor 2 (TLR-2) and interleukin-1 receptor-associated kinase 4 (IRAK-4) in Mya arenaria haemocytes induced by in vivo infections with two Vibrio splendidus strains . Developmental & Comparative Immunology , 2010 . 34 ( 7 ): 710 - 714 . DOI: 10.1016/j.dci.2010.02.006 http://doi.org/10.1016/j.dci.2010.02.006 .
O Mauriz , V Maneiro , M L Pérez-Parallé , 等 . Selection of reference genes for quantitative RT-PCR studies on the gonad of the bivalve mollusc Pecten maximus L . Aquaculture , 2012 . 370-371 158 - 165 . DOI: 10.1016/j.aquaculture.2012.10.020 http://doi.org/10.1016/j.aquaculture.2012.10.020 .
R Moreira , P Pereiro , M M Costa , 等 . Evaluation of reference genes of Mytilus galloprovincialis and Ruditapes philippinarum infected with three bacteria strains for geneexpression analysis . Aquatic Living Resources , 2014 . 27 ( 3-4 ): 147 - 152 . DOI: 10.1051/alr/2014015 http://doi.org/10.1051/alr/2014015 .
B Morga , I Arzul , N Faury , 等 . Identification of genes from flat oyster Ostrea edulis as suitable housekeeping genes for quantitative real time PCR . Fish & Shellfish Immunology , 2010 . 29 ( 6 ): 937 - 945 . DOI: 10.1016/j.fsi.2010.07.028 http://doi.org/10.1016/j.fsi.2010.07.028 .
Q Ni , W Q Li , X W Jia , 等 . Effect of salinity on growth performance and resistance of the clam Cyclina sinensis against Vibrio parahaemolyticus infection . The Israeli Journal of Aquaculture-Bamidgeh , 2020 . 73 1124924 DOI: 10.46989/001c.21693 http://doi.org/10.46989/001c.21693 .
Q Ni , W Q Li , X F Liang , 等 . Gill transcriptome analysis reveals the molecular response to the acute low-salinity stress in Cyclina sinensis . Aquaculture Reports , 2021 . 19 100564 DOI: 10.1016/j.aqrep.2020.100564 http://doi.org/10.1016/j.aqrep.2020.100564 .
M W Pfaffl , A Tichopad , C Prgomet , 等 . Determination of stable housekeeping genes, differentially regulated target genes and sample integrity: bestkeeper-Excel-based tool using pair-wise correlations . Biotechnology Letters , 2004 . 26 ( 6 ): 509 - 515 . DOI: 10.1023/b:bile.0000019559.84305.47 http://doi.org/10.1023/b:bile.0000019559.84305.47 .
Y P Ren , H Zhang , B P Pan , 等 . A Kazal-type serine proteinase inhibitor from Cyclina sinensis is involved in immune response and signal pathway initiation . Fish & Shellfish Immunology , 2015 . 47 ( 1 ): 110 - 116 . DOI: 10.1016/j.fsi.2015.08.026 http://doi.org/10.1016/j.fsi.2015.08.026 .
Stephenson F H. 2010. The real-time polymerase chain reaction (RT-PCR). In : Stephenson F H ed. Calculations for Molecular Biology and Biotechnology: A Guide to Mathematics in the Laboratory. 2 nd edn. Academic Press, Elsevier. p.211-311, https://doi.org/10.1016/b978-0-12-375690-9.00009-7 https://doi.org/10.1016/b978-0-12-375690-9.00009-7 .
Z Y Sun , W W Sun , B P Pan , 等 . Molecular characterization of a novel p38 MAPK cDNA from Cyclina sinensis and its potential immune-related function under the threat of Vibrio anguillarum . Comparative Biochemistry and Physiology Part B: Biochemistry and Molecular Biology , 2021 . 255 110599 DOI: 10.1016/j.cbpb.2021.110599 http://doi.org/10.1016/j.cbpb.2021.110599 .
J Szczygieł , T Kamińska-Gibas , J Petit , 等 . Re-evaluation of common carp ( Cyprinus carpio L.) housekeeping genes for gene expression studies-considering duplicated genes . Fish & Shellfish Immunology , 2021 . 115 58 - 69 . DOI: 10.1016/j.fsi.2021.05.013 http://doi.org/10.1016/j.fsi.2021.05.013 .
J Vandesompele , K De Preter , F Pattyn , 等 . Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes . Genome Biology , 2002 . 3 ( 7 ): research0034.1 DOI: 10.1186/gb-2002-3-7-research0034 http://doi.org/10.1186/gb-2002-3-7-research0034 .
M Volland , J Blasco , M Hampel . Validation of reference genes for RT-qPCR in marine bivalve ecotoxicology: systematic review and case study using copper treated primary Ruditapes philippinarum hemocytes . Aquatic Toxicology , 2017 . 185 86 - 94 . DOI: 10.1016/j.aquatox.2017.01.003 http://doi.org/10.1016/j.aquatox.2017.01.003 .
M Wei , H X Ge , C W Shao , 等 . Chromosome-level clam genome helps elucidate the molecular basis of adaptation to a buried lifestyle . iScience , 2020 . 23 ( 6 ): 101148 DOI: 10.1016/j.isci.2020.101148 http://doi.org/10.1016/j.isci.2020.101148 .
I Whang , H S Kang , Y Kim . Validation of reference genes for quantitative gene expression studies in Octopus minor . Ocean Science Journal , 2020 . 55 ( 1 ): 183 - 191 . DOI: 10.1007/s12601-020-0007-9 http://doi.org/10.1007/s12601-020-0007-9 .
S Xiao , N K Wong , J Li , 等 . Analysis of in situ transcriptomes reveals divergent adaptive response to hyper- and hypo-salinity in the Hong Kong oyster, Crassostrea hongkongensis . Frontiers in Physiology , 2018 . 9 1491 DOI: 10.3389/fphys.2018.01491 http://doi.org/10.3389/fphys.2018.01491 .
C Xu , E C Li , Z X Xu , 等 . Molecular characterization and expression of AMP-activated protein kinase in response to low-salinity stress in the Pacific white shrimp Litopenaeus vannamei . Comparative Biochemistry and Physiology Part B: Biochemistry and Molecular Biology , 2016 . 198 79 - 90 . DOI: 10.1016/j.cbpb.2016.04.005 http://doi.org/10.1016/j.cbpb.2016.04.005 .
L L Yan , J Q Su , Z P Wang , 等 . Selection of reference genes for expression analysis of Kumamoto and Portuguese oysters and their hybrid . Journal of Ocean University of China , 2017 . 16 ( 6 ): 1139 - 1147 . DOI: 10.1007/s11802-017-3339-z http://doi.org/10.1007/s11802-017-3339-z .
X Yue , B Z Liu , J H Xiang , 等 . Identification and characterization of the pathogenic effect of a Vibrio parahaemolyticus -related bacterium isolated fromclam Meretrix meretrix with mass mortality . Journal of Invertebrate Pathology , 2010 . 103 ( 2 ): 109 - 115 . DOI: 10.1016/j.jip.2009.11.008 http://doi.org/10.1016/j.jip.2009.11.008 .
L Zeng , B Liu , C W Wu , 等 . Molecular characterization and expression analysis of AMPK α subunit isoform genes from Scophthalmus maximus responding to salinity stress . Fish Physiology and Biochemistry , 2016 . 42 ( 6 ): 1595 - 1607 . DOI: 10.1007/s10695-016-0243-1 http://doi.org/10.1007/s10695-016-0243-1 .
X L Zhao , J P Fu , L T Jiang , 等 . Transcriptome-based identification of the optimal reference genes as internal controls for quantitative RT-PCR in razor clam ( Sinonovacula constricta ) . Genes & Genomics , 2018 . 40 ( 6 ): 603 - 613 . DOI: 10.1007/s13258-018-0661-9 http://doi.org/10.1007/s13258-018-0661-9 .
S M Zhou , Z Tao , C Shen , 等 . β-actin gene expression is variable among individuals and not suitable for normalizing mRNA levels in Portunus trituberculatus . Fish & Shellfish Immunology , 2018 . 81 338 - 342 . DOI: 10.1016/j.fsi.2018.07.021 http://doi.org/10.1016/j.fsi.2018.07.021 .
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