Assessment of salivary microRNA by RT-qPCR: Facing challenges in data interpretation for clinical diagnosis
Salivary microRNAs (miRNAs) have been recently revealed as the next generation of non-invasive biomarkers for the diagnostics of diverse diseases. However, their short and highly homologous sequences make their quantification by RT-qPCR technique highly heterogeneous and study dependent, thus limiti...
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description | Salivary microRNAs (miRNAs) have been recently revealed as the next generation of non-invasive biomarkers for the diagnostics of diverse diseases. However, their short and highly homologous sequences make their quantification by RT-qPCR technique highly heterogeneous and study dependent, thus limiting their implementation for clinical applications. In this study, we evaluated the use of a widely used commercial RT-qPCR kit for quantification of salivary miRNAs for clinical diagnostics. Saliva from ten healthy volunteers were sampled four times within a three month time course and submitted for small RNA extraction followed by RT-qPCR analysed. Six miRNAs with different sequence homologies were analysed. Sensitivity and specificity of the tested miRNA assays were corroborated using synthetic miRNAs to evaluate the reliability of all tested assays. Significant variabilities in expression profiles of six miRNAs from ten healthy participants were revealed, yet the poor specificity of the assays offered insufficient performance to associate these differences to biological context. Indeed, as the limit of quantification (LOQ) concentrations are from 2-4 logs higher than that of the limit of detection (LOD) ones, the majority of the analysis for salivary miRNAs felt outside the quantification region. Most importantly, a remarkable number of crosstalk reactions exhibiting considerable OFF target signal intensities was detected, indicating their poor specificity and limited reliability. However, the spike-in of synthetic target miRNA increased the capacity to discriminate endogenous salivary miRNA at the LOQ concentrations from those that were significantly lower. Our results demonstrate that comparative analyses for salivary miRNA expression profiles by this commercial RT-qPCR kit are most likely associated to technical limitations rather than to biological differences. While further technological breakthroughs are still required to overcome discrepancies, standardization of rigorous sample handling and experimental design according to technical parameters of each assay plays a crucial role in reducing data inconsistencies across studies. |
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However, their short and highly homologous sequences make their quantification by RT-qPCR technique highly heterogeneous and study dependent, thus limiting their implementation for clinical applications. In this study, we evaluated the use of a widely used commercial RT-qPCR kit for quantification of salivary miRNAs for clinical diagnostics. Saliva from ten healthy volunteers were sampled four times within a three month time course and submitted for small RNA extraction followed by RT-qPCR analysed. Six miRNAs with different sequence homologies were analysed. Sensitivity and specificity of the tested miRNA assays were corroborated using synthetic miRNAs to evaluate the reliability of all tested assays. Significant variabilities in expression profiles of six miRNAs from ten healthy participants were revealed, yet the poor specificity of the assays offered insufficient performance to associate these differences to biological context. Indeed, as the limit of quantification (LOQ) concentrations are from 2-4 logs higher than that of the limit of detection (LOD) ones, the majority of the analysis for salivary miRNAs felt outside the quantification region. Most importantly, a remarkable number of crosstalk reactions exhibiting considerable OFF target signal intensities was detected, indicating their poor specificity and limited reliability. However, the spike-in of synthetic target miRNA increased the capacity to discriminate endogenous salivary miRNA at the LOQ concentrations from those that were significantly lower. Our results demonstrate that comparative analyses for salivary miRNA expression profiles by this commercial RT-qPCR kit are most likely associated to technical limitations rather than to biological differences. While further technological breakthroughs are still required to overcome discrepancies, standardization of rigorous sample handling and experimental design according to technical parameters of each assay plays a crucial role in reducing data inconsistencies across studies.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0314733</identifier><identifier>PMID: 39656703</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Adult ; Assaying ; Biological effects ; Biology and life sciences ; Biomarkers ; Biomarkers - analysis ; Clinical medicine ; Comparative analysis ; Data interpretation ; Data reduction ; Design of experiments ; Design standards ; Diagnostic equipment (Medical) ; Experimental design ; Female ; Gene expression ; Homology ; Humans ; Male ; Medicine and Health Sciences ; MicroRNA ; MicroRNAs ; MicroRNAs - analysis ; MicroRNAs - genetics ; miRNA ; Nucleotide sequence ; Performance evaluation ; Real-Time Polymerase Chain Reaction - methods ; Reliability ; Reproducibility of Results ; Research and analysis methods ; Saliva ; Saliva - chemistry ; Saliva - metabolism ; Sensitivity analysis ; Sensitivity and Specificity ; Software ; Statistical analysis ; Target detection ; Thermal cycling ; Viscosity</subject><ispartof>PloS one, 2024-12, Vol.19 (12), p.e0314733</ispartof><rights>Copyright: © 2024 Hofstadt et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</rights><rights>COPYRIGHT 2024 Public Library of Science</rights><rights>2024 Hofstadt et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2024 Hofstadt et al 2024 Hofstadt et al</rights><rights>2024 Hofstadt et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-7231-2084 ; 0000-0003-4181-0854 ; 0000-0002-5820-1150</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11630609/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11630609/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,2102,23866,27924,27925,53791,53793,79600,79601</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39656703$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Van Der Hofstadt, Marc</creatorcontrib><creatorcontrib>Cardinal, Anna</creatorcontrib><creatorcontrib>Lepeltier, Morgane</creatorcontrib><creatorcontrib>Boulestreau, Jérémy</creatorcontrib><creatorcontrib>Ouedraogo, Alimata</creatorcontrib><creatorcontrib>Kahli, Malik</creatorcontrib><creatorcontrib>Champigneux, Pierre</creatorcontrib><creatorcontrib>Molina, Laurence</creatorcontrib><creatorcontrib>Molina, Franck</creatorcontrib><creatorcontrib>Van, Thi Nhu Ngoc</creatorcontrib><title>Assessment of salivary microRNA by RT-qPCR: Facing challenges in data interpretation for clinical diagnosis</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Salivary microRNAs (miRNAs) have been recently revealed as the next generation of non-invasive biomarkers for the diagnostics of diverse diseases. 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However, their short and highly homologous sequences make their quantification by RT-qPCR technique highly heterogeneous and study dependent, thus limiting their implementation for clinical applications. In this study, we evaluated the use of a widely used commercial RT-qPCR kit for quantification of salivary miRNAs for clinical diagnostics. Saliva from ten healthy volunteers were sampled four times within a three month time course and submitted for small RNA extraction followed by RT-qPCR analysed. Six miRNAs with different sequence homologies were analysed. Sensitivity and specificity of the tested miRNA assays were corroborated using synthetic miRNAs to evaluate the reliability of all tested assays. Significant variabilities in expression profiles of six miRNAs from ten healthy participants were revealed, yet the poor specificity of the assays offered insufficient performance to associate these differences to biological context. Indeed, as the limit of quantification (LOQ) concentrations are from 2-4 logs higher than that of the limit of detection (LOD) ones, the majority of the analysis for salivary miRNAs felt outside the quantification region. Most importantly, a remarkable number of crosstalk reactions exhibiting considerable OFF target signal intensities was detected, indicating their poor specificity and limited reliability. However, the spike-in of synthetic target miRNA increased the capacity to discriminate endogenous salivary miRNA at the LOQ concentrations from those that were significantly lower. Our results demonstrate that comparative analyses for salivary miRNA expression profiles by this commercial RT-qPCR kit are most likely associated to technical limitations rather than to biological differences. While further technological breakthroughs are still required to overcome discrepancies, standardization of rigorous sample handling and experimental design according to technical parameters of each assay plays a crucial role in reducing data inconsistencies across studies.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>39656703</pmid><doi>10.1371/journal.pone.0314733</doi><tpages>e0314733</tpages><orcidid>https://orcid.org/0000-0002-7231-2084</orcidid><orcidid>https://orcid.org/0000-0003-4181-0854</orcidid><orcidid>https://orcid.org/0000-0002-5820-1150</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Assaying Biological effects Biology and life sciences Biomarkers Biomarkers - analysis Clinical medicine Comparative analysis Data interpretation Data reduction Design of experiments Design standards Diagnostic equipment (Medical) Experimental design Female Gene expression Homology Humans Male Medicine and Health Sciences MicroRNA MicroRNAs MicroRNAs - analysis MicroRNAs - genetics miRNA Nucleotide sequence Performance evaluation Real-Time Polymerase Chain Reaction - methods Reliability Reproducibility of Results Research and analysis methods Saliva Saliva - chemistry Saliva - metabolism Sensitivity analysis Sensitivity and Specificity Software Statistical analysis Target detection Thermal cycling Viscosity |
title | Assessment of salivary microRNA by RT-qPCR: Facing challenges in data interpretation for clinical diagnosis |
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