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Whole blood microRNA expression may not be useful for screening non-small cell lung cancer

At least seven studies have suggested that microRNA levels in whole blood can be diagnostic for lung cancer. We conducted a large bi-institutional study to validate this. Qiagen(®) PAXgene(™) Blood miRNA System was used to collect blood and extract RNA from it for 85 pathologic stage I-IV non-small...

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Autores principales: Patnaik, Santosh K., Kannisto, Eric D., Mallick, Reema, Vachani, Anil, Yendamuri, Sai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5526508/
https://www.ncbi.nlm.nih.gov/pubmed/28742859
http://dx.doi.org/10.1371/journal.pone.0181926
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author Patnaik, Santosh K.
Kannisto, Eric D.
Mallick, Reema
Vachani, Anil
Yendamuri, Sai
author_facet Patnaik, Santosh K.
Kannisto, Eric D.
Mallick, Reema
Vachani, Anil
Yendamuri, Sai
author_sort Patnaik, Santosh K.
collection PubMed
description At least seven studies have suggested that microRNA levels in whole blood can be diagnostic for lung cancer. We conducted a large bi-institutional study to validate this. Qiagen(®) PAXgene(™) Blood miRNA System was used to collect blood and extract RNA from it for 85 pathologic stage I-IV non-small cell lung cancer (NSCLC) cases and 76 clinically-relevant controls who had a benign pulmonary mass, or a high risk of developing lung cancer because of a history of cigarette smoking or age >60 years. Cases and controls were similar for age, gender, race, and blood hemoglobin and leukocyte but not platelet levels (0.23 and 0.26 million/μl, respectively; t test P = 0.01). Exiqon(®) MiRCURY(™) microarrays were used to quantify microRNAs in RNA isolates. Quantification was also performed using Taqman(™) microRNA reverse transcription (RT)-PCR assays for five microRNAs whose lung cancer-diagnostic potential had been suggested in seven published studies. Of the 1,941 human mature microRNAs detectable with the microarray platform, 598 (31%) were identified as expressed and reliably quantified among the study's subjects. However, none of the microRNAs was differentially expressed between cases and controls (P >0.05 at false discovery rate <5% in test using empirical Bayes-moderated t statistics). In classification analyses with leave-one-out internal cross-validation, cases and controls could be identified by microRNA expression with 47% and 50% accuracy with support vector machines and top-scoring pair methods, respectively. Cases and controls did not differ for RT-PCR-based measurements of any of the five microRNAs whose biomarker potential had been suggested by seven previous studies. Additionally, no difference for microRNA expression was noticed in microarray-based microRNA profiles of whole blood of 12 stage IA-IIIB NSCLC cases before and three-four weeks after tumor resection. These findings show that whole blood microRNA expression profiles lack diagnostic value for high-risk screening of NSCLC, though such value may exist for selective sub-groups of NSCLC and control populations.
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spelling pubmed-55265082017-08-07 Whole blood microRNA expression may not be useful for screening non-small cell lung cancer Patnaik, Santosh K. Kannisto, Eric D. Mallick, Reema Vachani, Anil Yendamuri, Sai PLoS One Research Article At least seven studies have suggested that microRNA levels in whole blood can be diagnostic for lung cancer. We conducted a large bi-institutional study to validate this. Qiagen(®) PAXgene(™) Blood miRNA System was used to collect blood and extract RNA from it for 85 pathologic stage I-IV non-small cell lung cancer (NSCLC) cases and 76 clinically-relevant controls who had a benign pulmonary mass, or a high risk of developing lung cancer because of a history of cigarette smoking or age >60 years. Cases and controls were similar for age, gender, race, and blood hemoglobin and leukocyte but not platelet levels (0.23 and 0.26 million/μl, respectively; t test P = 0.01). Exiqon(®) MiRCURY(™) microarrays were used to quantify microRNAs in RNA isolates. Quantification was also performed using Taqman(™) microRNA reverse transcription (RT)-PCR assays for five microRNAs whose lung cancer-diagnostic potential had been suggested in seven published studies. Of the 1,941 human mature microRNAs detectable with the microarray platform, 598 (31%) were identified as expressed and reliably quantified among the study's subjects. However, none of the microRNAs was differentially expressed between cases and controls (P >0.05 at false discovery rate <5% in test using empirical Bayes-moderated t statistics). In classification analyses with leave-one-out internal cross-validation, cases and controls could be identified by microRNA expression with 47% and 50% accuracy with support vector machines and top-scoring pair methods, respectively. Cases and controls did not differ for RT-PCR-based measurements of any of the five microRNAs whose biomarker potential had been suggested by seven previous studies. Additionally, no difference for microRNA expression was noticed in microarray-based microRNA profiles of whole blood of 12 stage IA-IIIB NSCLC cases before and three-four weeks after tumor resection. These findings show that whole blood microRNA expression profiles lack diagnostic value for high-risk screening of NSCLC, though such value may exist for selective sub-groups of NSCLC and control populations. Public Library of Science 2017-07-25 /pmc/articles/PMC5526508/ /pubmed/28742859 http://dx.doi.org/10.1371/journal.pone.0181926 Text en © 2017 Patnaik et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Patnaik, Santosh K.
Kannisto, Eric D.
Mallick, Reema
Vachani, Anil
Yendamuri, Sai
Whole blood microRNA expression may not be useful for screening non-small cell lung cancer
title Whole blood microRNA expression may not be useful for screening non-small cell lung cancer
title_full Whole blood microRNA expression may not be useful for screening non-small cell lung cancer
title_fullStr Whole blood microRNA expression may not be useful for screening non-small cell lung cancer
title_full_unstemmed Whole blood microRNA expression may not be useful for screening non-small cell lung cancer
title_short Whole blood microRNA expression may not be useful for screening non-small cell lung cancer
title_sort whole blood microrna expression may not be useful for screening non-small cell lung cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5526508/
https://www.ncbi.nlm.nih.gov/pubmed/28742859
http://dx.doi.org/10.1371/journal.pone.0181926
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