On the stability of canonical correlation analysis and partial least squares with application to brain-behavior associations. [PDF]
Helmer M +8 more
europepmc +1 more source
ABSTRACT Liver metastasis is a leading cause of mortality in colorectal cancer (CRC), where the inflammatory tumor microenvironment, specifically neutrophil infiltration, significantly promotes metastatic colonization. This study reveals a pro‐metastatic role for alpha‐1 antitrypsin (A1AT) in CRC liver metastasis via a dual mechanism involving ...
Qian Fei +11 more
wiley +1 more source
A single‐cell atlas of pancreatic ductal adenocarcinoma development reveals progressive ductal‐fibroblast‐immune crosstalk. Tumor‐derived LAMB3 drives the formation of immunosuppressive LRRC15+ fibroblasts through the ITGB1/FAK/MAPK/FOSL2 signaling. Glycolytic reprogramming upregulates LAMB3 and correlates with LRRC15+ fibroblast enrichment.
Xuqing Shi +23 more
wiley +1 more source
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
This study demonstrates that transcription factor androgen receptor (AR) directly binds the LF promoter, driving lactoferrin overexpression to promote ferritin (FTH1/FTL) upregulation and inhibit p53‐ALOX12‐mediated ferroptosis in prostate cancer. Lactoferrin could be a new potential therapeutic target in prostate cancer.
Can Liu +18 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
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
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
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

