Evidence map›Paper›PMID 42876171›Full record

ArticleJournal of insect science (Online)2026

Selection and evaluation of reference genes for RT-qPCR normalization across developmental stages and tissues in Dermestes maculatus (Coleoptera: Dermestidae).

Lele Tian, Yang Xia, Guojing Xu, Yinghao Zhai, Yanjie Shang, Yadong Guo

Abstract read
In one paragraph

Article in Journal of insect science (Online), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Lele TianDepartment of Forensic Science, Xiangya School of Basic Medical Sciences, Central South University, Changsha, Hunan, China.
Yang XiaDepartment of Forensic Science, Xiangya School of Basic Medical Sciences, Central South University, Changsha, Hunan, China.
Guojing XuDepartment of Forensic Science, Xiangya School of Basic Medical Sciences, Central South University, Changsha, Hunan, China.
Yinghao ZhaiDepartment of Forensic Science, Xiangya School of Basic Medical Sciences, Central South University, Changsha, Hunan, China.
Yanjie ShangDepartment of Forensic Science, Xiangya School of Basic Medical Sciences, Central South University, Changsha, Hunan, China.
Yadong GuoDepartment of Forensic Science, Xiangya School of Basic Medical Sciences, Central South University, Changsha, Hunan, China.ORCID 0000-0001-7468-8061

Funding

National Natural Science Foundation of China 82402196National Natural Science Foundation of China 82572150Natural Science Foundation of Hunan Province 2024JJ6546
6 · The paper itself

Abstract

Real-time quantitative polymerase chain reaction (RT-qPCR) is widely used for gene expression quantification, and stably expressed reference genes are essential for accurate data normalization. However, validated reference genes are not yet available for the hide beetle, Dermestes maculatus De Geer, 1774 (Coleoptera: Dermestidae), an economically important stored-product pest and a forensically relevant necrophagous beetle. In this study, 8 candidate reference genes (RPL4, RPL13A, RPL27, RPS3, RPS18, RPS28b, GAPDH, and EF1α) were systematically evaluated across 8 developmental stages, 6 tissue types, and all samples. All primer pairs showed good amplification efficiency and specificity. Expression stability was assessed using the comparative ΔCt method, BestKeeper, NormFinder, and geNorm, and the rankings were integrated using RefFinder. The resulting rankings showed that RPS28b was the most stable gene across developmental stages, whereas RPL4 ranked first across tissues and all samples. Pairwise variation analysis using geNorm showed that 2 reference genes were sufficient for normalization in all 3 datasets, supporting RPL4 and RPS28b as the optimal reference-gene combination. GAPDH was consistently the least stable gene in all datasets. Validation of PMP7 expression supported RPL4 and RPS28b as suitable reference genes, whereas GAPDH altered the apparent expression pattern. This study provides the first validated RT-qPCR normalization framework for D. maculatus and supports future studies of developmental regulation, RNA interference, functional genomics, pest management, and forensic entomology.

Indexed as

ColeopteraGenes, InsectReal-Time Polymerase Chain ReactionAnimalsLarvaReference Standardsexpression stability evaluationforensic entomologyhousekeeping genesnormalizationstored-product pests

Identifiers

PMID42876171
PMCPMC13668882

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.