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English(EN) Human genetic evidence is associated with drug approval across therapeutic areas: an observational analysis of 26,278 target-disease pairs with temporal validation and feature ablation

研究发现遗传证据与药物批准率密切相关

一项对 26,278 个靶点-疾病对进行的新的观察性分析发现,与没有遗传关联的药物靶点相比,具有遗传关联的药物靶点的批准率显著更高。该研究利用了 Open Targets 和 ChEMBL 的数据,表明遗传相关靶点的批准率高出 3.25 倍。虽然文献挖掘占了分类器性能的大部分,这可能表明存在来自批准后出版物的潜在时间泄露,但其他证据类型仍然保留了基线信号。该研究还确定了 1,433 个遗传支持的 Phase 1/2 对,可作为生成假设的资源,尽管分类器的实际预测价值被认为有限。 AI

排序理由 该集群包含一篇在 arXiv 上发表的学术论文,详细介绍了研究结果。[lever_c_demoted from research: ic=1 ai=0.1]

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

研究发现遗传证据与药物批准率密切相关

本文如何被排名

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
该集群包含一篇在 arXiv 上发表的学术论文,详细介绍了研究结果。[lever_c_demoted from research: ic=1 ai=0.1]
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
paper, other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
Low
Off-topic or adjacent — cluster remains reachable but doesn't surface in AI-industry rankings.
Story freshness
118 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

完整方法见我们的编辑标准。

报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Victoria Paterson ·

    人类遗传学证据与治疗领域的药物批准相关:对 26,278 个靶点-疾病对进行的时间验证和特征消融的观察性分析

    arXiv:2606.14823v1 Announce Type: cross Abstract: Genetic evidence is enriched among approved drug targets: in an observational analysis of 26,278 target-disease pairs from Open Targets and ChEMBL, targets with any genetic association had a 3.25-fold higher approval rate than tho…