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The Cancer Surfaceome Atlas integrates genomic, functional and drug response data to identify actionable targets.

Zhongyi HuJiao YuanMeixiao LongJunjie JiangYouyou ZhangTianli ZhangMu XuYi FanJanos L TanyiKathleen T MontoneOmid TavanaHo Man ChanXiaowen HuRobert A AndersLin Zhang
Published in: Nature cancer (2021)
Cell-surface proteins (SPs) are a rich source of immune and targeted therapies. By systematically integrating single-cell and bulk genomics, functional studies and target actionability, in the present study we comprehensively identify and annotate genes encoding SPs (GESPs) pan-cancer. We characterize GESP expression patterns, recurrent genomic alterations, essentiality, receptor-ligand interactions and therapeutic potential. We also find that mRNA expression of GESPs is cancer-type specific and positively correlates with protein expression, and that certain GESP subgroups function as common or specific essential genes for tumor cell growth. We also predict receptor-ligand interactions substantially deregulated in cancer and, using systems biology approaches, we identify cancer-specific GESPs with therapeutic potential. We have made this resource available through the Cancer Surfaceome Atlas ( http://fcgportal.org/TCSA ) within the Functional Cancer Genome data portal.
Keyphrases
  • papillary thyroid
  • single cell
  • squamous cell
  • squamous cell carcinoma
  • lymph node metastasis
  • genome wide
  • machine learning
  • young adults
  • dna methylation
  • childhood cancer
  • rna seq
  • artificial intelligence
  • binding protein