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Updated: Nov 1, 2025

Author Spotlight: A Selective Luciferase-Based Assay for Monitoring ATG4B 27 Activity in Cells
Published on: June 30, 2023
iCAL: a new pipeline to investigate autophagy selectivity and cancer
Weizhi Zhang1, Zhu Han2, Yu Xue1
1Key Laboratory of Molecular Biophysics of Ministry of Education, Hubei Bioinformatics and Molecular Imaging Key Laboratory, Center for Artificial Intelligence Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Abstract:
Macroautophagy/autophagy can selectively degrade misfolded proteins, damaged organelles and other cargoes. It is conceivable that alteration of the degradation processes could disrupt normal cellular signaling and contribute to human diseases such as cancer. To explore the link between aberrant autophagy selectivity and human cancer, we have developed a pipeline called "inference of cancer-associated LC3-interacting region-containing proteins" (iCAL), which integrates a sequence-based predictor, a model-based computational method, publicly available cancer mutations, and multiple experimental approaches. Using iCAL, we have identified 222 LIR motif-associated mutations (LAMs) in 148 LIR-containing proteins (LIRCPs), and validated that LAMs in ATG4B, STBD1, EHMT2 and BRAF impair their interactions with LC3 and/or autophagy activities. Moreover, we uncovered that STBD1, a previously poorly-characterized protein, inhibits tumor growth via metabolism reprogramming in cancer cells. A patient-derived mutation in STBD1 (W203C) disrupts the interaction with LC3 and promotes tumor growth. Taken together, iCAL provides an exciting new avenue to discover novel autophagy pathways that contribute to carcinogenesis.
Insights
Researchers developed iCAL to find cancer-linked autophagy mutations. This tool identified mutations in proteins like STBD1 that disrupt autophagy, promoting tumor growth and offering new cancer research avenues.
Area of Science:
- Cell Biology
- Molecular Oncology
- Biochemistry
Background:
- Macroautophagy/autophagy is a cellular process for degrading damaged components.
- Dysregulation of autophagy selectivity is implicated in human diseases, including cancer.
- Understanding the link between autophagy and cancer is crucial for therapeutic development.
Purpose of the Study:
- To investigate the connection between aberrant autophagy selectivity and human cancer.
- To develop a computational pipeline (iCAL) for identifying cancer-associated mutations in autophagy-related proteins.
- To discover novel autophagy pathways involved in carcinogenesis.
Main Methods:
- Developed the 'inference of cancer-associated LC3-interacting region-containing proteins' (iCAL) pipeline.
- Integrated sequence-based prediction, computational modeling, and experimental validation.
- Analyzed publicly available cancer mutation data and experimental approaches.
Main Results:
- Identified 222 LIR motif-associated mutations (LAMs) in 148 LIR-containing proteins (LIRCPs).
- Validated that LAMs in ATG4B, STBD1, EHMT2, and BRAF impair LC3 interactions and/or autophagy.
- Discovered STBD1 inhibits tumor growth via metabolic reprogramming; a patient mutation (W203C) promotes tumor growth by disrupting LC3 interaction.
Conclusions:
- The iCAL pipeline is a novel tool for discovering autophagy-related proteins and mutations in cancer.
- Aberrant autophagy selectivity, driven by specific mutations, contributes to cancer development.
- STBD1 plays a significant role in tumor suppression through metabolic reprogramming, offering potential therapeutic targets.
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