Biological heterogeneity in idiopathic pulmonary arterial hypertension identified through unsupervised transcriptomic profiling of whole blood

Idiopathic pulmonary arterial hypertension (IPAH) is a rare but fatal disease diagnosed by right heart catheterisation and the exclusion of other forms of pulmonary arterial hypertension, producing a heterogeneous population with varied treatment response. Here we show unsupervised machine learning...

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Detalles Bibliográficos
Autores principales: Kariotis, Sokratis, Jammeh, Emmanuel, Swietlik, Emilia M., Pickworth, Josephine A., Rhodes, Christopher J., Otero, Pablo, Wharton, John, Iremonger, James, Dunning, Mark J., Pandya, Divya, Mascarenhas, Thomas S., Errington, Niamh, Thompson, A. A. Roger, Romanoski, Casey E., Rischard, Franz, Garcia, Joe G. N., Yuan, Jason X.-J., An, Tae-Hwi Schwantes, Desai, Ankit A., Coghlan, Gerry, Lordan, Jim, Corris, Paul A., Howard, Luke S., Condliffe, Robin, Kiely, David G., Church, Colin, Pepke-Zaba, Joanna, Toshner, Mark, Wort, Stephen, Gräf, Stefan, Morrell, Nicholas W., Wilkins, Martin R., Lawrie, Allan, Wang, Dennis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8651638/
https://www.ncbi.nlm.nih.gov/pubmed/34876579
http://dx.doi.org/10.1038/s41467-021-27326-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8651638/
https://www.ncbi.nlm.nih.gov/pubmed/34876579
http://dx.doi.org/10.1038/s41467-021-27326-0

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