Integration of epigenetic regulatory mechanisms in heart failure
Authors
Sopić, Miron
Robinson, Emma L.
Emanueli, Costanza
Srivastava, Prashant
Angione, Claudio
Gaetano, Carlo
Condorelli, Gianluigi
Martelli, Fabio
Pedrazzini, Thierry
Devaux, Yvan
Article (Published version)
Metadata
Show full item recordAbstract
The number of “omics” approaches is continuously growing. Among others, epigenetics has appeared as an attractive area of investigation by the cardiovascular research community, notably considering its association with disease development. Complex diseases such as cardiovascular diseases have to be tackled using methods integrating different omics levels, so called “multi-omics” approaches. These approaches combine and co-analyze different levels of disease regulation. In this review, we present and discuss the role of epigenetic mechanisms in regulating gene expression and provide an integrated view of how these mechanisms are interlinked and regulate the development of cardiac disease, with a particular attention to heart failure. We focus on DNA, histone, and RNA modifications, and discuss the current methods and tools used for data integration and analysis. Enhancing the knowledge of these regulatory mechanisms may lead to novel therapeutic approaches and biomarkers for precision h...ealthcare and improved clinical outcomes.
Keywords:
Machine learning / Epigenetics / Data integration / EpitranscriptomicsSource:
Basic Research in Cardiology, 2023, 118, 1Publisher:
- Springer Science and Business Media Deutschland GmbH
Funding / projects:
- Ministry of Education, Science and Technological Development, Republic of Serbia, Grant no. 200161 (University of Belgrade, Faculty of Pharmacy) (RS-200161)
- European Union (HORIZON-MSCA-2021-SE-01–01—MSCA Staff Exchanges 2021 CardioSCOPE 101086397, HORIZON-MSCA-2021-PF- MAACS 101064175)
- An American Heart Associa- tion Postdoctoral fellowship (#829504) and a Colorado Clinical and Translational Sciences Institute (CCTSI) Pilot Grant award (#CO‐ J‐22‐C.A.
DOI: 10.1007/s00395-023-00986-3
ISSN: 0300-8428
PubMed: 37140699
Scopus: 2-s2.0-85158882737
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Institution/Community
PharmacyTY - JOUR AU - Sopić, Miron AU - Robinson, Emma L. AU - Emanueli, Costanza AU - Srivastava, Prashant AU - Angione, Claudio AU - Gaetano, Carlo AU - Condorelli, Gianluigi AU - Martelli, Fabio AU - Pedrazzini, Thierry AU - Devaux, Yvan PY - 2023 UR - https://farfar.pharmacy.bg.ac.rs/handle/123456789/4746 AB - The number of “omics” approaches is continuously growing. Among others, epigenetics has appeared as an attractive area of investigation by the cardiovascular research community, notably considering its association with disease development. Complex diseases such as cardiovascular diseases have to be tackled using methods integrating different omics levels, so called “multi-omics” approaches. These approaches combine and co-analyze different levels of disease regulation. In this review, we present and discuss the role of epigenetic mechanisms in regulating gene expression and provide an integrated view of how these mechanisms are interlinked and regulate the development of cardiac disease, with a particular attention to heart failure. We focus on DNA, histone, and RNA modifications, and discuss the current methods and tools used for data integration and analysis. Enhancing the knowledge of these regulatory mechanisms may lead to novel therapeutic approaches and biomarkers for precision healthcare and improved clinical outcomes. PB - Springer Science and Business Media Deutschland GmbH T2 - Basic Research in Cardiology T1 - Integration of epigenetic regulatory mechanisms in heart failure VL - 118 IS - 1 DO - 10.1007/s00395-023-00986-3 ER -
@article{ author = "Sopić, Miron and Robinson, Emma L. and Emanueli, Costanza and Srivastava, Prashant and Angione, Claudio and Gaetano, Carlo and Condorelli, Gianluigi and Martelli, Fabio and Pedrazzini, Thierry and Devaux, Yvan", year = "2023", abstract = "The number of “omics” approaches is continuously growing. Among others, epigenetics has appeared as an attractive area of investigation by the cardiovascular research community, notably considering its association with disease development. Complex diseases such as cardiovascular diseases have to be tackled using methods integrating different omics levels, so called “multi-omics” approaches. These approaches combine and co-analyze different levels of disease regulation. In this review, we present and discuss the role of epigenetic mechanisms in regulating gene expression and provide an integrated view of how these mechanisms are interlinked and regulate the development of cardiac disease, with a particular attention to heart failure. We focus on DNA, histone, and RNA modifications, and discuss the current methods and tools used for data integration and analysis. Enhancing the knowledge of these regulatory mechanisms may lead to novel therapeutic approaches and biomarkers for precision healthcare and improved clinical outcomes.", publisher = "Springer Science and Business Media Deutschland GmbH", journal = "Basic Research in Cardiology", title = "Integration of epigenetic regulatory mechanisms in heart failure", volume = "118", number = "1", doi = "10.1007/s00395-023-00986-3" }
Sopić, M., Robinson, E. L., Emanueli, C., Srivastava, P., Angione, C., Gaetano, C., Condorelli, G., Martelli, F., Pedrazzini, T.,& Devaux, Y.. (2023). Integration of epigenetic regulatory mechanisms in heart failure. in Basic Research in Cardiology Springer Science and Business Media Deutschland GmbH., 118(1). https://doi.org/10.1007/s00395-023-00986-3
Sopić M, Robinson EL, Emanueli C, Srivastava P, Angione C, Gaetano C, Condorelli G, Martelli F, Pedrazzini T, Devaux Y. Integration of epigenetic regulatory mechanisms in heart failure. in Basic Research in Cardiology. 2023;118(1). doi:10.1007/s00395-023-00986-3 .
Sopić, Miron, Robinson, Emma L., Emanueli, Costanza, Srivastava, Prashant, Angione, Claudio, Gaetano, Carlo, Condorelli, Gianluigi, Martelli, Fabio, Pedrazzini, Thierry, Devaux, Yvan, "Integration of epigenetic regulatory mechanisms in heart failure" in Basic Research in Cardiology, 118, no. 1 (2023), https://doi.org/10.1007/s00395-023-00986-3 . .