Variability of cytokine gene expression in intestinal tissue and the impact of normalization with the use of reference genes

•Multiple biopsies are required to accurately characterize gene expression in rectal tissue.•Inter/intra-subject gene expression had higher levels of variance than intra-biopsy variation.•Normalization of cytokines against reference genes failed to consistently reduce variance. To determine the intr...

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Published inCytokine (Philadelphia, Pa.) Vol. 71; no. 1; pp. 81 - 88
Main Authors McGowan, Ian, Janocko, Laura, Burneisen, Shaun, Bhat, Anand, Richardson-Harman, Nicola
Format Journal Article
LanguageEnglish
Published England Elsevier Ltd 01.01.2015
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Summary:•Multiple biopsies are required to accurately characterize gene expression in rectal tissue.•Inter/intra-subject gene expression had higher levels of variance than intra-biopsy variation.•Normalization of cytokines against reference genes failed to consistently reduce variance. To determine the intra- and inter-subject variability of mucosal cytokine gene expression in rectal biopsies from healthy volunteers and to screen cytokine and chemokine mRNA as potential biomarkers of mucosal inflammation. Rectal biopsies were collected from 8 participants (3 biopsies per participant) and 1 additional participant (10 biopsies). Quantitative reverse transcription polymerase chain reaction (RT-qPCR) was used to quantify IL-1β, IL-6, IL-12p40, IL-8, IFN-γ, MIP-1α, MIP-1β, RANTES, and TNF-α gene expression in the rectal tissue. The intra-assay, inter-biopsy and inter-subject variance was measured in the eight participants. Bootstrap re-sampling of the biopsy measurements was performed to determine the accuracy of gene expression data obtained for 10 biopsies obtained from one participant. Cytokines were both non-normalized and normalized using four reference genes (GAPDH, β-actin, β2 microglobulin, and CD45). Cytokine measurement accuracy was increased with the number of biopsy samples, per person; four biopsies were typically needed to produce a mean result within a 95% confidence interval of the subject’s cytokine level approximately 80% of the time. Intra-assay precision (% geometric standard deviation) ranged between 8.2 and 96.9 with high variance between patients and even between different biopsies from the same patient. Variability was not greatly reduced with the use of reference genes to normalize data. The number of biopsy samples required to provide an accurate result varied by target although 4 biopsy samples per subject and timepoint, provided for >77% accuracy across all targets tested. Biopsies within the same subjects and between subjects had similar levels of variance while variance within a biopsy (intra-assay) was generally lower. Normalization of inflammatory cytokines against reference genes failed to consistently reduce variance. The accuracy and reliability of mRNA expression of inflammatory cytokines will set a ceiling on the ability of these measures to predict mucosal inflammation. Techniques to reduce variability should be developed within a larger cohort of individuals before normative reference values can be validated.
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ISSN:1043-4666
1096-0023
1096-0023
DOI:10.1016/j.cyto.2014.08.010