Juq-565

Classical error‑correction in QKD must reconcile discrepancies without revealing key material. Standard LDPC codes are fixed; if the channel conditions drift, efficiency plummets. JUQ‑565 incorporates an adaptive LDPC framework: during the sifting phase, the parties estimate the instantaneous QBER, then select a pre‑computed code from a repository spanning rates (R = 0.5)–(0.9). The chosen code’s parity‑check matrix is communicated over an authenticated classical channel, and belief‑propagation decoding proceeds. Simulations demonstrate a reconciliation efficiency (\beta) > 0.96 for QBERs up to 3 %.

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The PI3K‑Akt signaling cascade is a central node regulating cell growth, survival, and metabolism. Hyperactivation of PI3Kα—commonly driven by PIK3CA mutations or PTEN loss—is a hallmark of many solid tumors, notably triple‑negative breast cancer (TNBC) where therapeutic options remain limited. While several PI3Kα inhibitors have entered clinical testing (e.g., alpelisib), dose‑limiting toxicities and limited efficacy in TNBC underscore the need for novel agents with improved selectivity, pharmacokinetics, and combinatorial potential. and combinatorial potential. Recombinant human PI3Kα

Recombinant human PI3Kα, β, γ, δ (Carna Biosciences) were incubated with PIP₂ substrate and ATP in the presence of increasing concentrations of JUQ‑565 (0.01 nM – 10 µM). Reaction products were quantified using a luminescent ADP‑Glo assay (Promega). IC₅₀ values were derived by four‑parameter logistic fitting (GraphPad Prism 9). if the channel conditions drift

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