Can Unsupervised Machine Learning Support Malnutrition Risk Screening in Older Adults? A Preliminary Study Using Multidimensional Phenotyping and Hierarchical Clustering on Principal Components. [PDF]
Kujawowicz K +3 more
europepmc +1 more source
Author Correction: mbDenoise: microbiome data denoising using zero-inflated probabilistic principal components analysis. [PDF]
Zeng Y, Li J, Wei C, Zhao H, Wang T.
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
Body composition-derived principal components partially explain sex and age effects on bone mineral density in type 2 diabetes mellitus. [PDF]
Cheng D +6 more
europepmc +1 more source
ERStruct: a fast Python package for inferring the number of top principal components from whole genome sequencing data. [PDF]
Yang J, Xu Y, Yao M, Wang G, Liu Z.
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
Principal components from untargeted cerebrospinal fluid metabolomics associated with Alzheimer's disease biomarkers. [PDF]
Dong R +12 more
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
Association of Nontraditional Lipid Parameters With Long-Term Prognosis of Acute Ischemic Stroke: A Principal Components Analysis. [PDF]
Lin H +15 more
europepmc +1 more source
Bayesian multivariate sparse functional principal components analysis with application to longitudinal microbiome multiomics data. [PDF]
Jiang L +5 more
europepmc +1 more source

