Bayesian multivariate sparse functional principal components analysis with application to longitudinal microbiome multiomics data. [PDF]
Jiang L +5 more
europepmc +1 more source
This study shows that lung adenocarcinomas exploit developmental branching morphogenesis to acquire a therapy resistant basal‐like tumour cell state. This process was found to be regulated by combined TP53 loss‐of‐function and type‐I interferon signalling, identifying a novel axis for biomarker and therapeutic target discovery.
Kamila J Bienkowska +13 more
wiley +1 more source
Matching heterogeneous cohorts by projected principal components reveals two novel Alzheimer's disease-associated genes in the Hispanic population. [PDF]
Willett JDS +10 more
europepmc +1 more source
A practical introduction to EEG Time-Frequency Principal Components Analysis (TF-PCA). [PDF]
Buzzell GA, Niu Y, Aviyente S, Bernat E.
europepmc +1 more source
Combining osimertinib with the STING agonist ADU‐S100 activates innate and adaptive immunity to overcome the non‐inflamed microenvironment of Egfr‐mutant lung cancer. This combination increases NK and CD8+ T‐cell infiltration, associated with activation of the STING‐IRF3 pathway and local immunogenic cell death.
Jun Nishimura +19 more
wiley +1 more source
Contrastive Functional Principal Components Analysis. [PDF]
Zhang E, Li D.
europepmc +1 more source
An Exploration of Pathologies of Multilevel Principal Components Analysis in Statistical Models of Shape. [PDF]
Farnell DJJ.
europepmc +1 more source
Pair‐wise comparison of the CellSearch and FETCH enrichment technologies for circulating tumor cells (CTCs) from metastatic breast, prostate, and small cell lung cancer patients shows an increased capture of CTCs using FETCH enrichment. The clinical implementation of circulating tumor cells (CTCs) as a predictive tool for therapy efficacy in the ...
Michiel Stevens +6 more
wiley +1 more source
Principal components-based selection criteria for genetic improvement of growth in sheep breeding programs. [PDF]
Mandal A +4 more
europepmc +1 more source
Detecting gene-gene interactions from GWAS using diffusion kernel principal components. [PDF]
Walakira A +6 more
europepmc +1 more source

