Research gap

Unresolved evidence gap around vaccine stability in TCR-based vaccines

A research opportunity connected to missing evidence, methods, datasets, validation, or translation.

Gap type

Evidence Gap

Priority

Medium

Evidence

Strong

Status

Active

Followers

Evidence links

Preparing research brief

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Research brief

The first accepted evidence set for Personalized cancer vaccines includes 12 papers. Evidence currently spans 2023 to 2025. Methods represented in the accepted evidence include SHAP analysis, Survival analysis, Multi-omics analysis (TCGA data). The most specific unresolved gap is unresolved evidence gap around vaccine stability. Paper intelligence specifically flags: Vaccine stability; Global accessibility; Optimization of immune responses. This gap should be tracked as topic memory, paper intelligence, and future accepted evidence mature.

ConfidenceUnknown

Evidence coverageUnknown

Opportunity signals

Needs Review

Why this gap exists

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Topic context

personalized-cancer-vaccines

Evidence overview

SupportingHigh

Multi-omics and AI-driven immune subtyping to optimize neoantigen-based vaccines for colorectal cancer

Karthick Vasudevan; T Dhanushkumar; Sripad Rama Hebbar; Prasanna Kumar Selvam; Majji Rambabu; K. Anbarasu; Rohini Karunakaran · 2025 · Scientific Reports

SupportingHigh

Lipopolyplex-formulated mRNA cancer vaccine elicits strong neoantigen-specific T cell responses and antitumor activity

Ting Fan; Congcong Xu; Jichuan Wu; Yihua Cai; WuQiang Cao; Haifa Shen; Mingna Zhang; Hanfei Zhu; Jingxian Yang; Zhounan Zhu; Xiaopin Ma; Jiale Ren; Lei Huang; Qianyun Li; Yuying Tang; Bo Yu; Chunxiu Chen; Mingcheng Xu; Qiuhe Wang; Zhuya Xu; Fengjia Chen; Shujing Liang; Zhixian Zhong; Anmbreen Jamroze; Dean G. Tang; Hangwen Li; Chunyan Dong · 2024 · Science Advances

Supporting

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