Integrating In silico perturbation with multilayer omics to decode regulatory networks in cancer immunity: a new frontier in precision oncology

The traditional paradigm of linking single genes to individual phenotypes is being replaced by a systems-level framework to understand the complexity of the tumor microenvironment. In this context, in silico knockout has emerged as a powerful computati…

Elevated serum levels of interleukin-11 and matrix metalloproteinase-9 in myalgic encephalomyelitis/chronic fatigue syndrome

Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a disease of unknown etiology associated with chronic severe fatigue and neurological symptoms, including dizziness, sleep disturbances, cognitive impairment and pain. There are no reliable…

Vaginal dysbiosis and inflammatory signatures in preterm labor: an integrated model for predicting preterm birth

BackgroundPreterm birth (PTB) is a major cause of neonatal morbidity and mortality, with vaginal microbiome dysbiosis and local immune responses implicated in its pathogenesis. However, the role of vaginal immune and extracellular matrix (ECM) remodeli…

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