Validation of Housekeeping Genes for Normalizing RNA Expression in Real-Time PCR in Tuberculomas and Peripheral Blood Mononuclear Cells for Pulmonary Tuberculosis Patients

Accurate normalization of qRT-PCR data in pulmonary tuberculosis (TB) research requires reference genes whose expression is invariant across clinically relevant matrices, yet no studies have addressed this in lesion tissue and blood concurrently. We assessed the expression stability of eight popular housekeeping genes-<i>ACTB</i>, <i>B2M</i>, <i>GAPDH</i>, <i>HPRT1</i>, <i>PPIA</i>, <i>RPL13A</i>, <i>UBC</i> and <i>YWHAZ</i>-in lung tuberculomas and peripheral blood mononuclear cells (PBMCs) from TB patients. Standardized extraction and amplification yielded Cq values that were ranked by geNorm, NormFinder, BestKeeper and comparative Delta CT, with consensus scores generated in RefFinder; and correlation analysis was conducted in order to select the most suitable genes to work collectively for future normalization. The consensus analysis placed <i>PPIA</i>, <i>YWHAZ</i> and <i>HPRT1</i> at the top, while <i>GAPDH</i> and <i>UBC</i> were the least stable. Our findings endorse a three-gene panel (<i>PPIA</i>, <i>YWHAZ</i>, <i>HPRT1</i>) for robust normalization of host gene-expression studies in both lesion tissue and PBMCs in pulmonary TB and highlight the necessity of context-specific reference-gene validation.

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Journal
International Journal of Molecular Sciences
Published
2025-11-20
DOI
https://doi.org/10.3390/ijms262211219
Primary Topic
Molecular Biology Techniques and Applications
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article
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article

Validation of Housekeeping Genes for Normalizing RNA Expression in Real-Time PCR in Tuberculomas and Peripheral Blood Mononuclear Cells for Pulmonary Tuberculosis Patients

E. A. Scherbakova, Ekaterina Yu. Rybalkina, M. V. Erokhina, E. K. Tarasova et al.
International Journal of Molecular Sciences
Molecular Biology Techniques and Applications
article

Validation of Housekeeping Genes for Normalizing RNA Expression in Real-Time PCR in Tuberculomas and Peripheral Blood Mononuclear Cells for Pulmonary Tuberculosis Patients

E. A. Scherbakova, Ekaterina Yu. Rybalkina, M. V. Erokhina, E. K. Tarasova, Ekaterina Pavlova, R. V. Tarasov
article en

Abstract

Accurate normalization of qRT-PCR data in pulmonary tuberculosis (TB) research requires reference genes whose expression is invariant across clinically relevant matrices, yet no studies have addressed this in lesion tissue and blood concurrently. We assessed the expression stability of eight popular housekeeping genes-<i>ACTB</i>, <i>B2M</i>, <i>GAPDH</i>, <i>HPRT1</i>, <i>PPIA</i>, <i>RPL13A</i>, <i>UBC</i> and <i>YWHAZ</i>-in lung tuberculomas and peripheral blood mononuclear cells (PBMCs) from TB patients. Standardized extraction and amplification yielded Cq values that were ranked by geNorm, NormFinder, BestKeeper and comparative Delta CT, with consensus scores generated in RefFinder; and correlation analysis was conducted in order to select the most suitable genes to work collectively for future normalization. The consensus analysis placed <i>PPIA</i>, <i>YWHAZ</i> and <i>HPRT1</i> at the top, while <i>GAPDH</i> and <i>UBC</i> were the least stable. Our findings endorse a three-gene panel (<i>PPIA</i>, <i>YWHAZ</i>, <i>HPRT1</i>) for robust normalization of host gene-expression studies in both lesion tissue and PBMCs in pulmonary TB and highlight the necessity of context-specific reference-gene validation.

International Journal of Molecular SciencesVol. 26(22)
Lomonosov Moscow State University (RU), Central Scientific Research Institute of Tuberculosis Russian Academy of Medical Sciences (RU)
Openalex Percentile: Top 69%
Molecular Biology Techniques and Applications
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Validation of Housekeeping Genes for Normalizing RNA Expression in Real-Time PCR in Tuberculomas and Peripheral Blood Mononuclear Cells for Pulmonary Tuberculosis Patients — E. A. Scherbakova, Ekaterina Yu. Rybalkina, et al. · International Journal of Molecular Sciences (2025) | TGRS Research Map | TGRS