Identifying genes associated with disease outcomes using joint sparse canonical correlation analysis-An application in renal clear cell carcinoma. [PDF]
Dutta D +3 more
europepmc +1 more source
Mr BMT Achieves Systemic Macrophage Replacement With Preservation of Tissue Homeostasis
Microglia replacement by bone marrow transplantation (Mr BMT) enables systemic replacement of tissue‐resident macrophages. Despite persistent macrophage and tissue remodeling across multiple organs, core biological functions and innate immune responses remain preserved, supporting long‐term maintenance of organismal homeostasis and the therapeutic ...
Yufei Xu +17 more
wiley +1 more source
Multimodal data fusion using sparse canonical correlation analysis and cooperative learning: a COVID-19 cohort study. [PDF]
Er AG +13 more
europepmc +1 more source
Innate Immunocompetent hiPSC‐Derived Neurospheroids Capture Early CNS Responses to rAAV
Knowledge of human CNS immune responses to AAV‐based gene therapies remains limited due to the lack of immune‐competent human models. Here, a hiPSC‐derived 3D neuroimmune platform integrating neurospheroids and microglia is established using stirred‐tank bioreactors.
Catarina M. Gomes +14 more
wiley +1 more source
Classifying breast cancer subtypes on multi-omics data via sparse canonical correlation analysis and deep learning. [PDF]
Huang Y, Zeng P, Zhong C.
europepmc +1 more source
This study reveals that NF‐κB1‐driven TRAIP upregulation in ALD correlates with disease severity. Mechanistically, TRAIP directly binds β‐catenin via its CC domain and promotes its K48‐linked ubiquitination and degradation, which is independent of the GSK3β/β‐TrCP pathway.
Zhan Wu +13 more
wiley +1 more source
Charting Endocrine Progenitors Across Species and Organs
Endocrine progenitors give rise to the hormone‐producing cells of the pancreas and intestine. Using single‐cell multiomics and proteomics, this study compares these progenitors across species, systems, and organs, mapping the conserved and species‐specific gene regulatory networks that guide their formation.
Changying Jing +21 more
wiley +1 more source
Canonical correlation analysis of family burden of disease and quality of life in caregivers of people living with schizophrenia: evidence from Schizophrenia-specific cohort in the less-developed multi-ethnic region of Southwest China. [PDF]
Wang X +12 more
europepmc +1 more source
ABSTRACT The LRRK2 G2019S mutation, a Parkinson's disease–linked variant, has been associated with depression‐like phenotypes, but mechanisms remain unclear. We chart age‐dependent behavioral changes and astrocyte reactivity in G2019S mice and define a pathway connecting LRRK2 to TFEB/GDNF signaling, cellular energetics, and inflammation.
Longping Yao +5 more
wiley +1 more source
Penalized canonical correlation analysis reveals a relationship between temperament traits and brain oscillations during mind wandering. [PDF]
Heinilä E +3 more
europepmc +1 more source

