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Applied Molecular-Based Quality Control of Biobanked Samples for Multi-Omics Approach

SIMPLE SUMMARY: This study highlights the significance of quality assurance in biobanking facilities, specifically in the context of high-throughput research and novel molecular techniques. We established specific quality management workflows utilizing biospecimens collected from oncological patient...

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Autores principales: Michalska-Falkowska, Anna, Niklinski, Jacek, Juhl, Hartmut, Sulewska, Anetta, Kisluk, Joanna, Charkiewicz, Radoslaw, Ciborowski, Michal, Ramlau, Rodryg, Gryczka, Robert, Piwkowski, Cezary, Kozlowski, Miroslaw, Miskiewicz, Borys, Biecek, Przemyslaw, Wnorowska, Karolina, Dzieciol-Anikiej, Zofia, Sargsyan, Karine, Naumnik, Wojciech, Mroz, Robert, Reszec-Gielazyn, Joanna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378006/
https://www.ncbi.nlm.nih.gov/pubmed/37509403
http://dx.doi.org/10.3390/cancers15143742
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author Michalska-Falkowska, Anna
Niklinski, Jacek
Juhl, Hartmut
Sulewska, Anetta
Kisluk, Joanna
Charkiewicz, Radoslaw
Ciborowski, Michal
Ramlau, Rodryg
Gryczka, Robert
Piwkowski, Cezary
Kozlowski, Miroslaw
Miskiewicz, Borys
Biecek, Przemyslaw
Wnorowska, Karolina
Dzieciol-Anikiej, Zofia
Sargsyan, Karine
Naumnik, Wojciech
Mroz, Robert
Reszec-Gielazyn, Joanna
author_facet Michalska-Falkowska, Anna
Niklinski, Jacek
Juhl, Hartmut
Sulewska, Anetta
Kisluk, Joanna
Charkiewicz, Radoslaw
Ciborowski, Michal
Ramlau, Rodryg
Gryczka, Robert
Piwkowski, Cezary
Kozlowski, Miroslaw
Miskiewicz, Borys
Biecek, Przemyslaw
Wnorowska, Karolina
Dzieciol-Anikiej, Zofia
Sargsyan, Karine
Naumnik, Wojciech
Mroz, Robert
Reszec-Gielazyn, Joanna
author_sort Michalska-Falkowska, Anna
collection PubMed
description SIMPLE SUMMARY: This study highlights the significance of quality assurance in biobanking facilities, specifically in the context of high-throughput research and novel molecular techniques. We established specific quality management workflows utilizing biospecimens collected from oncological patients in Polish clinics. The process for serum/plasma samples involved essential steps, such as monitoring hemolysis, controlling RNA extraction, assessing cDNA library quality and quantity, and evaluating NGS raw data before bioinformatics analysis. Pathologic evaluation of fresh frozen tissue samples was conducted to verify histological images and determine tumor content. Consequently, we developed workflows for preanalytical quality control of serum/plasma and fresh-frozen tissue samples, which can be tailored to individual biobank capabilities. These integrated molecular-based quality control methods ensure that biobanking procedures fulfill the requirements of high-throughput assays, offering access to biospecimens of confirmed omics-grade quality. We strongly recommend implementing these workflows for specimen qualification before conducting multi-omics assays, as they exhibit exceptional sensitivity and specificity. ABSTRACT: Biobanks are vital for high-throughput translational research, but the rapid development of novel molecular techniques, especially in omics assays, poses challenges to traditional practices and recommendations. In our study, we used biospecimens from oncological patients in Polish clinics and collaborated with the Indivumed Group. For serum/plasma samples, we monitored hemolysis, controlled RNA extraction, assessed cDNA library quality and quantity, and verified NGS raw data. Tissue samples underwent pathologic evaluation to confirm histology and determine tumor content. Molecular quality control measures included evaluating the RNA integrity number, assessing cDNA library quality and quantity, and analyzing NGS raw data. Our study yielded the creation of distinct workflows for conducting preanalytical quality control of serum/plasma and fresh-frozen tissue samples. These workflows offer customization options to suit the capabilities of different biobanking entities. In order to ensure the appropriateness of biospecimens for advanced research applications, we introduced molecular-based quality control methods that align with the demands of high-throughput assays. The novelty of proposed workflows, rooted in innovative molecular techniques, lies in the integration of these QC methods into a comprehensive schema specifically designed for high-throughput research applications.
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spelling pubmed-103780062023-07-29 Applied Molecular-Based Quality Control of Biobanked Samples for Multi-Omics Approach Michalska-Falkowska, Anna Niklinski, Jacek Juhl, Hartmut Sulewska, Anetta Kisluk, Joanna Charkiewicz, Radoslaw Ciborowski, Michal Ramlau, Rodryg Gryczka, Robert Piwkowski, Cezary Kozlowski, Miroslaw Miskiewicz, Borys Biecek, Przemyslaw Wnorowska, Karolina Dzieciol-Anikiej, Zofia Sargsyan, Karine Naumnik, Wojciech Mroz, Robert Reszec-Gielazyn, Joanna Cancers (Basel) Article SIMPLE SUMMARY: This study highlights the significance of quality assurance in biobanking facilities, specifically in the context of high-throughput research and novel molecular techniques. We established specific quality management workflows utilizing biospecimens collected from oncological patients in Polish clinics. The process for serum/plasma samples involved essential steps, such as monitoring hemolysis, controlling RNA extraction, assessing cDNA library quality and quantity, and evaluating NGS raw data before bioinformatics analysis. Pathologic evaluation of fresh frozen tissue samples was conducted to verify histological images and determine tumor content. Consequently, we developed workflows for preanalytical quality control of serum/plasma and fresh-frozen tissue samples, which can be tailored to individual biobank capabilities. These integrated molecular-based quality control methods ensure that biobanking procedures fulfill the requirements of high-throughput assays, offering access to biospecimens of confirmed omics-grade quality. We strongly recommend implementing these workflows for specimen qualification before conducting multi-omics assays, as they exhibit exceptional sensitivity and specificity. ABSTRACT: Biobanks are vital for high-throughput translational research, but the rapid development of novel molecular techniques, especially in omics assays, poses challenges to traditional practices and recommendations. In our study, we used biospecimens from oncological patients in Polish clinics and collaborated with the Indivumed Group. For serum/plasma samples, we monitored hemolysis, controlled RNA extraction, assessed cDNA library quality and quantity, and verified NGS raw data. Tissue samples underwent pathologic evaluation to confirm histology and determine tumor content. Molecular quality control measures included evaluating the RNA integrity number, assessing cDNA library quality and quantity, and analyzing NGS raw data. Our study yielded the creation of distinct workflows for conducting preanalytical quality control of serum/plasma and fresh-frozen tissue samples. These workflows offer customization options to suit the capabilities of different biobanking entities. In order to ensure the appropriateness of biospecimens for advanced research applications, we introduced molecular-based quality control methods that align with the demands of high-throughput assays. The novelty of proposed workflows, rooted in innovative molecular techniques, lies in the integration of these QC methods into a comprehensive schema specifically designed for high-throughput research applications. MDPI 2023-07-24 /pmc/articles/PMC10378006/ /pubmed/37509403 http://dx.doi.org/10.3390/cancers15143742 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Michalska-Falkowska, Anna
Niklinski, Jacek
Juhl, Hartmut
Sulewska, Anetta
Kisluk, Joanna
Charkiewicz, Radoslaw
Ciborowski, Michal
Ramlau, Rodryg
Gryczka, Robert
Piwkowski, Cezary
Kozlowski, Miroslaw
Miskiewicz, Borys
Biecek, Przemyslaw
Wnorowska, Karolina
Dzieciol-Anikiej, Zofia
Sargsyan, Karine
Naumnik, Wojciech
Mroz, Robert
Reszec-Gielazyn, Joanna
Applied Molecular-Based Quality Control of Biobanked Samples for Multi-Omics Approach
title Applied Molecular-Based Quality Control of Biobanked Samples for Multi-Omics Approach
title_full Applied Molecular-Based Quality Control of Biobanked Samples for Multi-Omics Approach
title_fullStr Applied Molecular-Based Quality Control of Biobanked Samples for Multi-Omics Approach
title_full_unstemmed Applied Molecular-Based Quality Control of Biobanked Samples for Multi-Omics Approach
title_short Applied Molecular-Based Quality Control of Biobanked Samples for Multi-Omics Approach
title_sort applied molecular-based quality control of biobanked samples for multi-omics approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378006/
https://www.ncbi.nlm.nih.gov/pubmed/37509403
http://dx.doi.org/10.3390/cancers15143742
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