Identification of hub genes contributing to acute eczema using transcriptome sequencing and machine-learning approaches. [PDF]
Zhao Y, Wang W, Li X, Ye X, Han X.
europepmc +1 more source
H2S‐Releasing Aspirin Nanoparticles Alleviate Endometriosis and Associated Anxiety
Albumin nanoparticles loaded with an H2S‐releasing aspirin derivative (ACS14) hitchhiking neutrophils after intraperitoneal injection and preferentially accumulate in endometriosis lesions in mice. The treatment suppresses lesion growth by regulating PI3K/Akt and reduces inflammation by inhibiting NF‐κB.
Mengni Zhou +12 more
wiley +1 more source
Identification of hub genes in congenital hypothyroidism and construction of the associated immune regulatory network. [PDF]
Shan M, Xu L, Yang W, Liu S.
europepmc +1 more source
Machine Learning‐Guided Engineering of Protein Phase Separation Properties in Immune Regulation
PScalpel, a machine learning model integrating protein structure extraction, graph contrastive learning, and a genetic algorithm, guides the engineering of protein phase separation ability. It adopts transfer learning methods to provide predictive recommendations for protein phase separation ability changes through single amino acid mutations in a ...
Chenqiu Zhang +9 more
wiley +1 more source
Identification of hub genes and prediction of the ceRNA network in adult sepsis. [PDF]
Xue K +7 more
europepmc +1 more source
Dysregulation of the PATZ1/CTCF Balance Silences ZBTB20 to Drive Melanoma Progression
This study uncovers a new oncogenic mechanism in melanoma. The transcription factor PATZ1 competes with the architectural protein CTCF for DNA binding, thereby disrupting a specific chromatin loop and silencing the tumor suppressor ZBTB20. This event unleashes the pro‐tumorigenic PMEPA1‐p38‐STAT1 signaling axis, promoting cancer progression.
Chaowei Deng +8 more
wiley +1 more source
Athero-oncology perspective: identifying hub genes for atherosclerosis diagnosis using machine learning. [PDF]
Zhao L +6 more
europepmc +1 more source
This study identifies mutation‐intolerant genes (MIGs), which are mutationally constrained in tumors despite normal‐tissue variability. Using miDriver, the authors pinpoint MIGs essential for tumor‐intrinsic fitness and immune evasion. Focusing on CHEK1, they show it drives tumor fitness and sculpts an immunosuppressive niche via the MIF–CD74 axis ...
Tao Wang +16 more
wiley +1 more source
Integrated transcriptomics and molecular docking identify hub genes and statin regulators in <i>Helicobacter pylori</i>-associated gastric mucosal pathogenesis. [PDF]
Zhang M +5 more
europepmc +1 more source
Rapid Proteome‐Wide Discovery of Protein–Protein Interactions With ppIRIS
ppIRIS is a lightweight deep learning framework for proteome‐wide protein–protein interaction prediction directly from sequence. By fusing evolutionary and structural embeddings with a regularized Siamese architecture, ppIRIS achieves state‐of‐the‐art accuracy across species, enables minute‐scale screening, and reveals biologically validated bacterial ...
Luiz Felipe Piochi +4 more
wiley +1 more source

