henhaobio
Sign in

Scientific ReportsGenomicsPeer-reviewed journal article

Developmental and Environmental Stability of Candidate Reference Genes in the Wild Bee Ceratina calcarata

Zixiao ZhaoiD, Rameshwor PudasainiiD, Camiyah Woods, Danielle Kroh, Sandra M. RehaniD, Hongmei Li‐ByarlayiD

PDFDOIPreprint
Citations
1
FWCI
0.30
Field percentile
top 47%

Abstract

Quantitative real-time PCR (RT-qPCR) is a widely used method for measuring gene expression, but its accuracy depends on the use of stable reference genes for data normalization. In this study, we evaluated the expression stability of seven candidate reference genes (RPS18, RPS5, RPL32, RPL8, EF-1, {beta}-Actin, and GAPDH) in the small carpenter bee Ceratina calcarata across developmental stages (larvae, pupae, adults) and different landscape environments (conventional farms, organic farms, and roadside sites). Using four analytical algorithms, GeNorm, NormFinder, BestKeeper, and the comparative {Delta}Ct method, we identified RPS18 and RPL8 as the most stable reference genes under varying biological and environmental conditions. These findings were further supported by RefFinder, which integrates results from all algorithms. Our study provides the first validated reference genes for C. calcarata, enabling more accurate and reproducible gene expression analysis in this ecologically important wild bee species. This work will support future research in pollinator biology, environmental stress responses, and conservation genomics.

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.

Similarity Map
SelectedSame fieldCross-field
THISBen‐Miled '26Jaiswal '19Liu '21Souza '23Sundaram '19Sarker '18
68% semantic matchMolecular Biology
Houda Ben‐Miled, Nicolas Periard, Fanny Renois+3 more·Insect Biochemistry and Molecular Biology·May 7, 2026