Identification of stable reference genes in Edwardsiella ictaluri for accurate gene expression analysis
Jingjun LüiD, Hossam AbdelhamediD, Nawar Al-JanabiiD, Nour EissaiD, Mark L. LawrenceiD, Attila KarsiiD
Abstract
Edwardsiella ictaluri is a Gram-negative bacterium causing enteric septicemia of catfish (ESC), leading to significant economic losses in the catfish farming industry. RT-PCR analysis is a powerful technique for quantifying gene expression, but normalization of expression data is critical to control experimental errors. Using stable reference genes, also known as housekeeping genes, is a common strategy for normalization, yet reference gene selection often lacks proper validation. In this work, our goal was to determine the most stable reference genes in E. ictaluri during catfish serum exposure and various growth phases. To this goal, we evaluated the expression of 27 classical reference genes (16SrRNA, abcZ, adk, arc, aroE, aspA, atpA, cyaA, dnaG, fumC, g6pd, gdhA, glnA, gltA, glyA, grpE, gyrB, mdh, mutS, pgi, pgm, pntA, recA, recP, rpoS, tkt, and tpi) using five analytical programs (GeNorm, BestKeeper, NormFinder, Comparative {Delta}CT, and Comprehensive Ranking). Results showed that aspA, atpA, dnaG, glyA, gyrB, mutS, recP, rpoS, tkt, and tpi were the most stable reference genes during serum exposure, whereas fumC, g6pd, gdhA, glnA, and mdh were the least stable. During various growth phases, aspA, g6pd, glyA, gyrB, mdh, mutS, pgm, recA, recP, and tkt were the most stable, while 16S rRNA, atpA, grpE, and tpi were the least stable. At least four analysis methods confirmed the stability of aspA, glyA, gyrB, mutS, recP, and tkt during serum exposure and different growth stages. However, no consensus was found among the programs for unstable reference genes under both conditions.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 2
- FWCI
- 0.48
- Field percentile
- top 48%
- Organism
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Selection and validation of reference genes for quantitative real-time polymerase chain reaction in Serratia ureilytica DW2
- Developmental and Environmental Stability of Candidate Reference Genes in the Wild Bee Ceratina calcarata
Zixiao Zhao, Rameshwor Pudasaini, … Hongmei Li‐Byarlay·Scientific ReportsPeer-reviewed·Nov 7, 2025
- Reference Gene Selection for Accurate RT-qPCR Normalization in Four Tissues and Whole-Body Samples of Acheta domesticus
Houda Ben‐Miled, Nicolas Periard, … Marie‐Odile Benoit‐Biancamano·Insect Biochemistry and Molecular BiologyPeer-reviewed·May 7, 2026
- Validation of Reference Genes for RT-qPCR Relative Expression Analysis in Pre-Adult Stages of Taenia solium
D. Castaneda, J. d. C. Maravi, … C. Guerra-Giraldez·bioRxiv·Mar 22, 2022
- Selection and validation of internal control genes for quantitative real-time RT-qPCR normalization of Phlebopus portentosus gene expression under different conditions
C.-M. Hu, C.-H. Li, … R.-H. Yang·bioRxiv·Oct 19, 2022
- Determination of suitable reference genes for RT-qPCR analysis in Gryllodes sigillatus (Orthoptera: Gryllidae)
Houda Ben‐Miled, Romaric Bonhomme, … François Meurens·bioRxiv·Apr 5, 2026