STING is a key innate immune adaptor, classically activated by cytosolic DNA via cGAS-cGAMP to induce type I interferon signaling. While its cytoplasmic role is well-defined, recent studies reveal that STING participates in non-canonical signaling pathways and localizes at the nuclear envelope and chromatin, where its functions remain poorly understood. In Hutchinson Gilford Progeria Syndrome (HGPS), a premature aging caused by expression of lamin A mutant protein named progerin, STING accumulates in the nucleus and drives chronic inflammation. Here, we report that replication stress (RS) is a trigger of STING nuclear accumulation and binding to chromatin. In addition, we uncover a previously unrecognized role for nuclear STING binding to nascent DNA and promoting RS in progeria and tumor cells. Mechanistically, STING contributes to replication fork slowing and stalling by limiting dNTPs availabilithy. In addition, STING hinders replication fork protection/stability upon stalling, by facilitating MRE11-mediated nascent DNA degradation (NDD). We also find taht STING contribution to depletion of dNTPs and NDD is mediated by SAMHD1. As such, SAMHD1 knockdown phenocopies STING abrogation in progeria cells and rescues replication fork speed and stability in STING-overexpressing tumor cells. These findings define a pathological STING-SAMHD1 axis that drives RS and genome instability in both progeria cells and tumor cells with elevated STING activity, uncovering a feedforward loop between innate immune signaling and impaired replication.
Depression subtype classification from social media posts: few-shot prompting vs. fine-tuning of large language models
BackgroundSocial media provides timely proxy signals of mental health, but reliable tweet-level classification of depression subtypes remains challenging due to short, noisy text, overlapping symptomatology,