DNA methylation loci identification for pan-cancer early-stage diagnosis and prognosis using a new distributed parallel partial least squares method

Aberrant methylation is one of the early detectable events in many tumors, which is very promising for pan-cancer early-stage diagnosis and prognosis. To efficiently analyze the big pan-cancer methylation data and to overcome the co-methylation phenomenon, a MapReduce-based distributed and parallel-...

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Principais autores:	Qi-en He, Jun-xuan Zhu, Li-yan Wang, En-ci Ding, Kai Song
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2022-10-01
coleção:	Frontiers in Genetics
Assuntos:	DNA methylation partial least squares MapReduce pan-cancer analysis early-stage tumor diagnosis and prognosis
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fgene.2022.940214/full
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