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Biomedical subjects

Yi Yu

Publications and source records attributed to Yi Yu.

2 recordsLinked to original sources

Genetic and biochemical screens identify MGAT1 as a druggable glycosyltransferase target in STK11-mutant lung cancer.

Checkpoint inhibitors are standard-of-care therapies for non-small cell lung cancer (NSCLC), but their efficacy is limited in tumors with STK11 mutations, highlighting the need for new therapeutic strategies. Here, we performed complementary in vivo and in vitro CRISPR-Cas9 functional genomic screens to identify genes whose loss restores sensitivity to anti-PD-1 therapy. We found that loss of MGAT1, a Golgi glycosyltransferase critical for the maturation of high-mannose N-glycans into hybrid and complex glycan structures, reversed resistance to anti-PD-1 treatment in syngeneic mouse tumor models harboring STK11 mutations. Parallel co-culture screens with antigen-matched CD8+ T cells further showed that disruption of N-glycosylation strongly sensitized tumor cells to T cell-mediated killing. Genetic rescue studies demonstrated that this immune-evasion phenotype depends on MGAT1 catalytic activity, supporting direct biochemical interrogation of the enzyme. Using purified human MGAT1 and a UDP-Glo™ glycosyltransferase assay, we established a tractable screening platform and performed a 500,000-compound biochemical high-throughput screen, identifying an initial hit (compound 1; IC50 = 197 μM). Subsequent medicinal chemistry optimization delivered progressively more potent analogs, including TNG-9333 (0.814 μM) and TNG-2673 (0.043 μM) and represented a >1000-fold improvement in biochemical potency from the starting hit. Crystal structures of human MGAT1 in apo, UDP-bound, UDP-GlcNAc-bound, and inhibitor-bound states, together with SPR and DSF analyses, revealed that this chemical series engages a previously unrecognized allosteric pocket and inhibits MGAT1 through a UDP-noncompetitive mechanism. Collectively, our work implicates N-glycosylation as a key mediator of immune evasion and establishes MGAT1 as a ligandable, structurally tractable target for small-molecule drug discovery.

CRISPR/Cas9 target discovery

Potential of plasma metagenomic next-generation sequencing to guide antibiotic therapy in acute necrotizing pancreatitis with early fever: a prospective multicenter cohort study.

BACKGROUND: Indiscriminate antibiotic use remains common in febrile patients with acute necrotizing pancreatitis (ANP), particularly during the early phase. Metagenomic next‑generation sequencing (mNGS) has shown diagnostic utility for infected pancreatic necrosis (IPN) and may offer a means to guide antimicrobial therapy. We aimed to explore whether mNGS could potentially improve the appropriateness of antibiotic use in ANP patients presenting with early fever. METHODS: This prospective multicenter cohort study was conducted at five hospitals in China, enrolling ANP patients who developed fever within two weeks of symptom onset. Antibiotic susceptibility was defined per local microbiology laboratory reports. The hypothetical impact of mNGS on reducing inappropriate antibiotic use was evaluated through a retrospective simulation using predefined criteria from the BGI China antimicrobial drug usage card, as mNGS results were not disclosed to the treating teams during the actual clinical course. RESULTS: Between May 2023 and December 2024, 125 ANP patients with early fever were enrolled. Antibiotics were administered to 91.2% (114/125) of patients, whereas only 23.2% (29/125)were eventually confirmed to have IPN, and the rate of appropriate antibiotic use was 14.5% (17/117) based on conventional culture. In our simulated model, if therapy had been guided by plasma mNGS results, the estimated rate of appropriate antibiotic use could have increased to 71.8%. CONCLUSIONS: Plasma mNGS facilitates rapid pathogen identification and shows potential for improving antibiotic appropriateness in ANP patients with early fever.

Adult