Adaptive modelling of gene regulatory network using Bayesian information criterion-guided sparse regression approach. [PDF]
IET Syst Biol, 2016 Shi M, Shen W, Wang HQ, Chong Y.
europepmc +1 more source
Advanced Science, EarlyView.Autologous tumor‐infiltrating lymphocyte (TIL) therapy shows promising efficacy in acral melanoma, yet determinants of durable response remain unclear. By integrating single‐cell transcriptomics and TCR sequencing, this study reveals that TIL products enriched for T follicular helper and intermediate exhausted T cells establish persistent clonal ...
Chao Zhang +12 more
wiley +1 more source
Leveraging Artificial Intelligence and Large Language Models for Cancer Immunotherapy
Advanced Science, EarlyView.Cancer immunotherapy faces challenges in predicting treatment responses and understanding resistance mechanisms. Artificial intelligence (AI) and machine learning (ML) offer powerful solutions for cancer immunotherapy in patient stratification, biomarker discovery, treatment strategy optimization, and foundation model development.
Xinchao Wu +4 more
wiley +1 more source
Sparse regression models for unraveling group and individual associations in eQTL mapping. [PDF]
BMC Bioinformatics, 2016 Cheng W, Shi Y, Zhang X, Wang W.
europepmc +1 more source
Advanced Science, EarlyView.This cross‐species study reveals that pathological hyperactivity of BNST neurons in depressive states disrupts inhibitory period and isolated spikes in the BNST‐NAc circuit. DBS achieves its antidepressant effects by precisely restoring network inhibitory periods and high‐fidelity signal transmission.
Xin Lv +12 more
wiley +1 more source
Ridle for sparse regression with mandatory covariates with application to the genetic assessment of histologic grades of breast cancer. [PDF]
BMC Med Res Methodol, 2017 Zhai J, Hsu CH, Daye ZJ.
europepmc +1 more source
Advanced Science, EarlyView.TrxR2 deletion in diabetic mice suppresses TUFM‐AMPK‐FUNDC1‐dependent mitophagy in endothelial cells, resulting in SCP2 upregulation and mitochondrial translocation of ACSL4. Mitochondrial ACSL4 promotes mitochondrial eicosanoid biosynthesis and ferroptosis, thereby aggravating cardiac microvascular injury and diabetic cardiomyopathy.
Su Li +16 more
wiley +1 more source
Longitudinal clinical score prediction in Alzheimer's disease with soft-split sparse regression based random forest. [PDF]
Neurobiol Aging, 2016 Huang L +5 more
europepmc +1 more source
Development‐based In Vivo Bioreactor Strategy for Challenging Senescent Bone Reconstruction
Advanced Science, EarlyView.We present a development‐based in vivo bioreactor strategy to generate rejuvenated bone grafts (vBR‐Bone) within aged hosts. By enclosing vBR‐Bone fragments within an asymmetric biomimetic periosteum, segmental femoral defects in aged mice were successfully repaired within 6 weeks. Mechanistically, the multifactors of vBR‐Bone reconstitute a remodeling
Wenchao Zhang +9 more
wiley +1 more source
Persistent Homology in Sparse Regression and Its Application to Brain Morphometry. [PDF]
IEEE Trans Med Imaging, 2015 Chung MK +4 more
europepmc +1 more source