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Multi-omics characterization of autophagy-related molecular features for therapeutic targeting of autophagy

Author

Listed:
  • Mei Luo

    (Central South University
    Huazhong University of Science and Technology
    McGovern Medical School at The University of Texas Health Science Center at Houston)

  • Lin Ye

    (Central South University)

  • Ruimin Chang

    (Central South University)

  • Youqiong Ye

    (McGovern Medical School at The University of Texas Health Science Center at Houston
    Shanghai Jiao Tong University School of Medicine)

  • Zhao Zhang

    (McGovern Medical School at The University of Texas Health Science Center at Houston)

  • Chunjie Liu

    (Huazhong University of Science and Technology
    McGovern Medical School at The University of Texas Health Science Center at Houston)

  • Shengli Li

    (McGovern Medical School at The University of Texas Health Science Center at Houston)

  • Ying Jing

    (McGovern Medical School at The University of Texas Health Science Center at Houston)

  • Hang Ruan

    (McGovern Medical School at The University of Texas Health Science Center at Houston)

  • Guanxiong Zhang

    (Central South University)

  • Yi He

    (Central South University)

  • Yaoming Liu

    (McGovern Medical School at The University of Texas Health Science Center at Houston)

  • Yu Xue

    (Huazhong University of Science and Technology)

  • Xiang Chen

    (Central South University)

  • An-Yuan Guo

    (Huazhong University of Science and Technology)

  • Hong Liu

    (Central South University)

  • Leng Han

    (McGovern Medical School at The University of Texas Health Science Center at Houston
    Texas A&M University
    Texas A&M University)

Abstract

Autophagy is a major contributor to anti-cancer therapy resistance. Many efforts have been made to understand and overcome autophagy-mediated therapy resistance, but these efforts have been unsuccessful in clinical applications. In this study, we establish an autophagy signature to estimate tumor autophagy status. We then classify approximately 10,000 tumor samples across 33 cancer types from The Cancer Genome Atlas into autophagy score-high and autophagy score-low groups. We characterize the associations between multi-dimensional molecular features and tumor autophagy, and further analyse the effects of autophagy status on drug response. In contrast to the conventional view that the induction of autophagy serves as a key resistance mechanism during cancer therapy, our analysis reveals that autophagy induction may also sensitize cancer cells to anti-cancer drugs. We further experimentally validate this phenomenon for several anti-cancer drugs in vitro and in vivo, and reveal that autophagy inducers potentially sensitizes tumor cells to etoposide through downregulating the expression level of DDIT4. Our study provides a comprehensive landscape of molecular alterations associated with tumor autophagy and highlights an opportunity to leverage multi-omics analysis to utilize multiple drug sensitivity induced by autophagy.

Suggested Citation

  • Mei Luo & Lin Ye & Ruimin Chang & Youqiong Ye & Zhao Zhang & Chunjie Liu & Shengli Li & Ying Jing & Hang Ruan & Guanxiong Zhang & Yi He & Yaoming Liu & Yu Xue & Xiang Chen & An-Yuan Guo & Hong Liu & L, 2022. "Multi-omics characterization of autophagy-related molecular features for therapeutic targeting of autophagy," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-33946-x
    DOI: 10.1038/s41467-022-33946-x
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    References listed on IDEAS

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    1. Bernard Thienpont & Jessica Steinbacher & Hui Zhao & Flora D’Anna & Anna Kuchnio & Athanasios Ploumakis & Bart Ghesquière & Laurien Van Dyck & Bram Boeckx & Luc Schoonjans & Els Hermans & Frederic Ama, 2016. "Tumour hypoxia causes DNA hypermethylation by reducing TET activity," Nature, Nature, vol. 537(7618), pages 63-68, September.
    2. Youqiong Ye & Ying Jing & Liang Li & Gordon B. Mills & Lixia Diao & Hong Liu & Leng Han, 2020. "Sex-associated molecular differences for cancer immunotherapy," Nature Communications, Nature, vol. 11(1), pages 1-8, December.
    3. Zhao Zhang & Joo-Hyung Lee & Hang Ruan & Youqiong Ye & Joanna Krakowiak & Qingsong Hu & Yu Xiang & Jing Gong & Bingying Zhou & Li Wang & Chunru Lin & Lixia Diao & Gordon B. Mills & Wenbo Li & Leng Han, 2019. "Transcriptional landscape and clinical utility of enhancer RNAs for eRNA-targeted therapy in cancer," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
    4. Ida Annunziata & Diantha Vlekkert & Elmar Wolf & David Finkelstein & Geoffrey Neale & Eda Machado & Rosario Mosca & Yvan Campos & Heather Tillman & Martine F. Roussel & Jason Andrew Weesner & Leigh El, 2019. "MYC competes with MiT/TFE in regulating lysosomal biogenesis and autophagy through an epigenetic rheostat," Nature Communications, Nature, vol. 10(1), pages 1-18, December.
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