Intrinsic bias of the genetic code shapes the folding and stability landscapes of microproteins

  • Mol Cell. 2026 Jun 4;86(11):2173-2190.e11. doi: 10.1016/j.molcel.2026.04.021.
Yabo Guo  1 Ti Qin  2 Jiancheng Luo  3 Qiannan Pan  1 Runguo Shu  1 Ruiyang Guo  1 Jiajia Qian  1 Chenyang Xu  1 Jiawei Wang  1 Ziyi Wang  1 Nanxiang Zheng  1 Hao Li  4 Xiaogang Guo  5 Xiongwen Cao  6 Yong Wang  7 Shan Zhang  8
Affiliations
  • 1. Department of Biochemistry, Department of Cardiology of The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China.
  • 2. Department of Biochemistry, Department of Cardiology of The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China; Center for Evolutionary & Organismal Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.
  • 3. College of Life Sciences, Zhejiang University, Hangzhou 310027, China; The Provincial International Science and Technology Cooperation Base on Engineering Biology, International Campus of Zhejiang University, Haining 314400, China.
  • 4. Center for Mitochondrial Biology and Medicine, The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China.
  • 5. Department of Cardiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China.
  • 6. Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences, School of Life Sciences, East China Normal University, Shanghai 200241, China.
  • 7. College of Life Sciences, Zhejiang University, Hangzhou 310027, China; The Provincial International Science and Technology Cooperation Base on Engineering Biology, International Campus of Zhejiang University, Haining 314400, China. Electronic address: [email protected].
  • 8. Department of Biochemistry, Department of Cardiology of The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China. Electronic address: [email protected].
Abstract

Thousands of non-canonical open reading frames (ORFs) in the human transcriptome are translated into microproteins, many with ribosome occupancy comparable to canonical proteins. Intriguingly, most microproteins fail to accumulate as stable proteins; instead, their derived peptides are widely presented by human leukocyte antigen class I (HLA-I) molecules and show emerging immunomodulatory roles. To understand the underlying biology, we explored the folding and stability landscape of a large microprotein cohort, revealing a fundamental rule that connects the genetic code, protein folding, and stability. Structural modeling and parallel profiling revealed that most microproteins are intrinsically disordered and rapidly degraded. Mechanistically, the high GC content of microprotein-coding sequences, which facilitates non-canonical translation, enriches for residues encoded by multiple GC-rich codons (primarily glycine, arginine, alanine, and proline), thereby promoting structural disorder and terminal-residue motif-mediated, Cullin-RING E3 ubiquitin Ligase (CRL)-dependent proteasomal degradation. Together, our findings establish a concise, quantitative rule by which high GC content constrains protein evolvability, revealing how surveillance machinery differentially targets microproteins versus canonical proteins.

Keywords
GC content; genetic code; lncORF; microprotein; non-canonical translation; protein stability; protein structure; uORF.
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