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Biophysics is reshaping our perception of the epigenome: from DNA-level to high-throughput studies
Epigenetic research holds great promise to advance our understanding of biomarkers and regulatory processes in health and disease. An increasing number of new approaches, ranging from molecular to biophysical analyses, enable identifying epigenetic changes on the level of a single gene or the whole...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9680810/ https://www.ncbi.nlm.nih.gov/pubmed/36425454 http://dx.doi.org/10.1016/j.bpr.2021.100028 |
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author | Kanapeckaitė, Austė Burokienė, Neringa Mažeikienė, Asta Cottrell, Graeme S. Widera, Darius |
author_facet | Kanapeckaitė, Austė Burokienė, Neringa Mažeikienė, Asta Cottrell, Graeme S. Widera, Darius |
author_sort | Kanapeckaitė, Austė |
collection | PubMed |
description | Epigenetic research holds great promise to advance our understanding of biomarkers and regulatory processes in health and disease. An increasing number of new approaches, ranging from molecular to biophysical analyses, enable identifying epigenetic changes on the level of a single gene or the whole epigenome. The aim of this review is to highlight how the field is shifting from completely molecular-biology-driven solutions to multidisciplinary strategies including more reliance on biophysical analysis tools. Biophysics not only offers technical advancements in imaging or structure analysis but also helps to explore regulatory interactions. New computational methods are also being developed to meet the demand of growing data volumes and their processing. Therefore, it is important to capture these new directions in epigenetics from a biophysical perspective and discuss current challenges as well as multiple applications of biophysical methods and tools. Specifically, we gradually introduce different biophysical research methods by first considering the DNA-level information and eventually higher-order chromatin structures. Moreover, we aim to highlight that the incorporation of bioinformatics, machine learning, and artificial intelligence into biophysical analysis allows gaining new insights into complex epigenetic processes. The gained understanding has already proven useful in translational and clinical research providing better patient stratification options or new therapeutic insights. Together, this offers a better readiness to transform bench-top experiments into industrial high-throughput applications with a possibility to employ developed methods in clinical practice and diagnostics. |
format | Online Article Text |
id | pubmed-9680810 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-96808102022-11-23 Biophysics is reshaping our perception of the epigenome: from DNA-level to high-throughput studies Kanapeckaitė, Austė Burokienė, Neringa Mažeikienė, Asta Cottrell, Graeme S. Widera, Darius Biophys Rep (N Y) Review Epigenetic research holds great promise to advance our understanding of biomarkers and regulatory processes in health and disease. An increasing number of new approaches, ranging from molecular to biophysical analyses, enable identifying epigenetic changes on the level of a single gene or the whole epigenome. The aim of this review is to highlight how the field is shifting from completely molecular-biology-driven solutions to multidisciplinary strategies including more reliance on biophysical analysis tools. Biophysics not only offers technical advancements in imaging or structure analysis but also helps to explore regulatory interactions. New computational methods are also being developed to meet the demand of growing data volumes and their processing. Therefore, it is important to capture these new directions in epigenetics from a biophysical perspective and discuss current challenges as well as multiple applications of biophysical methods and tools. Specifically, we gradually introduce different biophysical research methods by first considering the DNA-level information and eventually higher-order chromatin structures. Moreover, we aim to highlight that the incorporation of bioinformatics, machine learning, and artificial intelligence into biophysical analysis allows gaining new insights into complex epigenetic processes. The gained understanding has already proven useful in translational and clinical research providing better patient stratification options or new therapeutic insights. Together, this offers a better readiness to transform bench-top experiments into industrial high-throughput applications with a possibility to employ developed methods in clinical practice and diagnostics. Elsevier 2021-09-29 /pmc/articles/PMC9680810/ /pubmed/36425454 http://dx.doi.org/10.1016/j.bpr.2021.100028 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Review Kanapeckaitė, Austė Burokienė, Neringa Mažeikienė, Asta Cottrell, Graeme S. Widera, Darius Biophysics is reshaping our perception of the epigenome: from DNA-level to high-throughput studies |
title | Biophysics is reshaping our perception of the epigenome: from DNA-level to high-throughput studies |
title_full | Biophysics is reshaping our perception of the epigenome: from DNA-level to high-throughput studies |
title_fullStr | Biophysics is reshaping our perception of the epigenome: from DNA-level to high-throughput studies |
title_full_unstemmed | Biophysics is reshaping our perception of the epigenome: from DNA-level to high-throughput studies |
title_short | Biophysics is reshaping our perception of the epigenome: from DNA-level to high-throughput studies |
title_sort | biophysics is reshaping our perception of the epigenome: from dna-level to high-throughput studies |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9680810/ https://www.ncbi.nlm.nih.gov/pubmed/36425454 http://dx.doi.org/10.1016/j.bpr.2021.100028 |
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