A Machine Learning Approach to Gene Expression in Hypertrophic Cardiomyopathy
These findings suggest that reduced expression of apoptotic genes may indicate a protective cellular mechanism, which could serve as a biomarker for disease progression. Further studies are needed to investigate the potential for therapeutic modulation of these pathways to improve patient outcomes.
Authors
- Nenad Filipović (ORCID: https://orcid.org/0000-0001-9964-5615)
- Bogdan Miličević (ORCID: https://orcid.org/0000-0002-0315-8263)
- Katarina Virijević (ORCID: https://orcid.org/0000-0003-2703-8829)
- Jelena Košarić
- Marko Živanović (ORCID: https://orcid.org/0000-0002-8833-8035)
- Stefan Seman (ORCID: https://orcid.org/0000-0001-6358-9842)
- Tamara Mladenović (ORCID: https://orcid.org/0009-0006-7052-1268)
- Vesna Stanković (ORCID: https://orcid.org/0000-0002-8041-3491)
- Milorad Tešić (ORCID: https://orcid.org/0000-0002-3758-3719)
- Safi Ur Rehman Qamar (ORCID: https://orcid.org/0000-0001-9834-2727)
- Ivana V. Novaković (ORCID: https://orcid.org/0000-0003-0202-0673)
- Jelena Pavić (ORCID: https://orcid.org/0000-0002-5875-6906)
- Dejana Popović (ORCID: https://orcid.org/0000-0002-6647-5872)
- Lazar Velicki (ORCID: https://orcid.org/0000-0002-2907-819X)
- Andrej Preveden (ORCID: https://orcid.org/0000-0003-3572-2604)
- Irena Tanasković (ORCID: https://orcid.org/0000-0002-1877-3250)
- Ognjen Pavić (ORCID: https://orcid.org/0000-0003-2533-1079)
Institutions
- Mayo Clinic (US)
- University of Kragujevac (RS)
- University of Novi Sad (RS)
- University of Belgrade (RS)
- Institute for Cardiovascular Diseases of Vojvodina (RS)
Publication Details
- Journal
- Pharmaceuticals
- Published
- 2024-10-12
- DOI
- https://doi.org/10.3390/ph17101364
- Citations
- 2
- Primary Topic
- Cardiomyopathy and Myosin Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.80