Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

Advertisement

Communications Biology
  • View all journals
  • Search
  • My Account Login
  • Content Explore content
  • About the journal
  • Publish with us
  • Sign up for alerts
  • RSS feed
  1. nature
  2. communications biology
  3. articles
  4. article
CRISPR-Cas9 screening identifies ATOX1-driven cisplatin resistance mechanisms in liver cancer and evaluates targeted inhibitor efficacy
Download PDF
Download PDF
  • Article
  • Open access
  • Published: 16 February 2026

CRISPR-Cas9 screening identifies ATOX1-driven cisplatin resistance mechanisms in liver cancer and evaluates targeted inhibitor efficacy

  • Chujiao Hu  ORCID: orcid.org/0000-0003-1529-63291,2 na1,
  • Huading Tai3 na1,
  • Renguang Zhu1 na1,
  • Zhengyu Shu1,
  • Guanghao Guo4,
  • Dan Ma5,
  • Shi Zuo2,4,
  • Lei Tang1 &
  • …
  • Zhirui Zeng  ORCID: orcid.org/0000-0001-9547-90743 

Communications Biology , Article number:  (2026) Cite this article

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • High-throughput screening
  • Tumour biomarkers

Abstract

Liver cancer treatment with cisplatin is often hindered by drug resistance. This study aimed to identify key genes associated with cisplatin resistance in liver cancer and develop targeted inhibitors. Using genome-wide CRISPR-Cas9 screening, ATOX1 was identified as a critical gene for cisplatin resistance. ATOX1 was highly expressed in liver cancer tissues and associated with poor prognosis. Knockdown of ATOX1 in liver cancer cells enhanced cisplatin sensitivity in vitro and in vivo. Molecular dynamics simulation and virtual screening identified compound 8 as a potent ATOX1 inhibitor with high affinity (Kd = 12.5 μM) and exhibited synergistic effects with cisplatin on liver cancer cell growth. Mechanistically, compound 8 inhibits the activity of ATOX1, leading to intracellular copper accumulation. The elevated copper levels subsequently promote increased DNA methylation at the NOTCH1 promoter, resulting in suppression of the NOTCH1/HES1 signaling pathway and enhancing the sensitivity of liver cancer cells to cisplatin. In conclusion, ATOX1 is crucial for cisplatin resistance in liver cancer and linked to poor prognosis. Targeting ATOX1 with compound 8 may be a novel therapeutic strategy for overcoming cisplatin resistance.

Similar content being viewed by others

TLR7/8/9 agonists and low-dose cisplatin synergistically promotes tertiary lymphatic structure formation and antitumor immunity

Article Open access 19 January 2025

ONC201 enhances the cytotoxic effect of cisplatin through ATF3/ATF4/CHOP in head and neck squamous cell carcinoma cells

Article Open access 18 June 2025

Exploreing the potential mechanism of Aitongxiao formula inhibiting hepatocellular carcinoma in vitro and in vivo based on network Pharmacology

Article Open access 16 July 2025

Data availability

The raw FASTQ files from the CRISPR/Cas9 library screen and RNA-seq have been deposited in the CNCB database (https://www.cncb.ac.cn/) under accession number PRJCA056149. All other raw data are provided in the Supplementary Data and are available from the corresponding author upon reasonable request.

References

  1. Bray, F. et al. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J. Clin. 74, 229–263 (2024).

    Google Scholar 

  2. Rumgay, H. et al. Global burden of primary liver cancer in 2020 and predictions to 2040. J. Hepatol. 77, 1598–1606 (2022).

    Google Scholar 

  3. Oh, J. H. & Jun, D. W. The latest global burden of liver cancer: a past and present threat. Clin. Mol. Hepatol. 29, 355–357 (2023).

    Google Scholar 

  4. Forner, A., Reig, M. & Bruix, J. Hepatocellular carcinoma. Lancet 391, 1301–1314 (2018).

    Google Scholar 

  5. Feng, F. & Zhao, Y. Hepatocellular carcinoma: prevention, diagnosis, and treatment. Med. Princ. Pract. 33, 414–423 (2024).

    Google Scholar 

  6. Dasari, S. & Tchounwou, P. B. Cisplatin in cancer therapy: molecular mechanisms of action. Eur. J. Pharmacol. 740, 364–378 (2014).

    Google Scholar 

  7. Galluzzi, L. et al. Molecular mechanisms of cisplatin resistance. Oncogene 31, 1869–1883 (2012).

    Google Scholar 

  8. Siddik, Z. H. Cisplatin: mode of cytotoxic action and molecular basis of resistance. Oncogene 22, 7265–7279 (2003).

    Google Scholar 

  9. Petruzzelli, R. & Polishchuk, R. S. Activity and trafficking of copper-transporting ATPases in tumor development and defense against platinum-based drugs. Cells 8, 108 (2019).

    Google Scholar 

  10. Li, Y. Q. et al. Copper efflux transporters ATP7A and ATP7B: novel biomarkers for platinum drug resistance and targets for therapy. IUBMB Life 70, 183–191 (2018).

    Google Scholar 

  11. Boal, A. K. & Rosenzweig, A. C. Crystal structures of cisplatin bound to a human copper chaperone. J. Am. Chem. Soc. 131, 14196–14197 (2009).

    Google Scholar 

  12. Itoh, S. et al. Novel role of antioxidant-1 (Atox1) as a copper-dependent transcription factor involved in cell proliferation. J. Biol. Chem. 283, 9157–9167 (2008).

    Google Scholar 

  13. Blockhuys, S., Zhang, X. & Wittung-Stafshede, P. Single-cell tracking demonstrates copper chaperone Atox1 to be required for breast cancer cell migration. Proc. Natl. Acad. Sci. USA 117, 2014–2019 (2020).

    Google Scholar 

  14. Zhao, X. et al. Expression of cuproptosis-related genes in hepatocellular carcinoma and their relationships with prognosis. Front. Oncol. 12, 992468 (2022).

    Google Scholar 

  15. Boal, A. K. & Rosenzweig, A. C. Structural biology of copper trafficking. Chem. Rev. 109, 4760–4779 (2009).

    Google Scholar 

  16. Palm-Espling, M. E. et al. Determinants for simultaneous binding of copper and platinum to human chaperone Atox1: hitchhiking not hijacking. PLoS ONE 8, e70473 (2013).

    Google Scholar 

  17. Arnesano, F. et al. Characterization of the binding interface between the copper chaperone Atx1 and the first cytosolic domain of Ccc2 ATPase. J. Biol. Chem. 276, 41365–41376 (2001).

    Google Scholar 

  18. Palm, M. E. et al. Cisplatin binds human copper chaperone Atox1 and promotes unfolding in vitro. Proc. Natl. Acad. Sci. USA 108, 6951–6956 (2011).

    Google Scholar 

  19. Safaei, R. et al. Role of copper transporters in the development of resistance to platinum drugs. J. Inorg. Biochem. 98, 1607–1613 (2004).

    Google Scholar 

  20. Xie, J., Yang, Y., Gao, Y. & He, J. Cuproptosis: mechanisms and links with cancers. Mol. Cancer 22, 46 (2023).

    Google Scholar 

  21. Kong, R. & Sun, G. Targeting copper metabolism: a promising strategy for cancer treatment. Front. Pharmacol. 14, 1203447 (2023).

    Google Scholar 

  22. Huang, X., Lian, M. & Li, C. Copper homeostasis and cuproptosis in gynecological cancers. Front. Cell Dev. Biol. 12, 1459183 (2024).

    Google Scholar 

  23. Li, Z. H. et al. Role of copper transporter ATP7A in platinum resistance of esophageal squamous cell carcinoma. J. Cancer 7, 2085–2092 (2016).

    Google Scholar 

  24. Guan, D. et al. Copper in cancer: from pathogenesis to therapy. Biomed. Pharmacother. 163, 114791 (2023).

    Google Scholar 

  25. Li, J. L. & Harris, A. L. Notch signaling from tumor cells: a new mechanism of angiogenesis. Cancer Cell 8, 1–3 (2005).

    Google Scholar 

  26. Maharati, A. & Moghbeli, M. Forkhead box proteins as critical regulators of cisplatin response in tumor cells. Eur. J. Pharmacol. 956, 175937 (2023).

    Google Scholar 

  27. Inkol, J. M., Poon, A. C. & Mutsaers, A. J. Inhibition of copper chaperones sensitizes human and canine osteosarcoma cells to carboplatin chemotherapy. Vet. Comp. Oncol. 18, 559–569 (2020).

    Google Scholar 

  28. Wang, J. et al. Inhibition of human copper trafficking by a small molecule attenuates cancer cell proliferation. Nat. Chem. 7, 968–979 (2015).

    Google Scholar 

  29. Fu, L. et al. Current research on the Notch pathway in hepatocellular carcinoma. Eur. J. Med. Res. 30, 402 (2025).

    Google Scholar 

  30. Sosa Iglesias, V. et al. Drug resistance in non-small cell lung cancer: a potential for NOTCH targeting? Front. Oncol 8, 267 (2018).

    Google Scholar 

  31. Elkin, E. R. et al. Metals exposures and DNA methylation: current evidence and future directions. Curr. Environ. Health Rep. 9, 673–696 (2022).

    Google Scholar 

  32. Santos, D. et al. Microplastics- and copper-induced changes in neurogenesis and DNA methyltransferases in early life stages of zebrafish. Chem. Biol. Interact. 363, 110021 (2022).

    Google Scholar 

  33. Makovec, T. Cisplatin and beyond: molecular mechanisms of action and drug resistance development in cancer chemotherapy. Radiol. Oncol. 53, 148–158 (2019).

    Google Scholar 

  34. Howell, S. B. et al. Copper transporters and the cellular pharmacology of platinum-containing cancer drugs. Mol. Pharmacol. 77, 887–894 (2010).

    Google Scholar 

  35. Lord, C. J. & Ashworth, A. PARP inhibitors: synthetic lethality in the clinic. Science 355, 1152–1158 (2017).

    Google Scholar 

  36. Galluzzi, L. et al. Systems biology of cisplatin resistance: past, present and future. Cell Death Dis. 5, e1257 (2014).

    Google Scholar 

  37. Easwaran, H., Tsai, H. C. & Baylin, S. B. Cancer epigenetics: tumor heterogeneity, plasticity of stem-like states, and drug resistance. Mol. Cell 54, 716–727 (2014).

    Google Scholar 

  38. Galluzzi, L. et al. Consensus guidelines for the definition, detection and interpretation of immunogenic cell death. J. Immunother. Cancer 8, e000337 (2020).

    Google Scholar 

  39. Vasan, N., Baselga, J. & Hyman, D. M. A view on drug resistance in cancer. Nature 575, 299–309 (2019).

    Google Scholar 

  40. Rottenberg, S. et al. High sensitivity of BRCA1-deficient mammary tumors to the PARP inhibitor AZD2281 alone and in combination with platinum drugs. Proc. Natl. Acad. Sci. USA 105, 17079–17084 (2008).

    Google Scholar 

  41. Dai, Y. et al. Correction: involvement of Bcl-2 family proteins in AKT-regulated cell survival in cisplatin-resistant epithelial ovarian cancer. Oncotarget 11, 488–489 (2020).

    Google Scholar 

  42. Denoyer, D. et al. Targeting copper in cancer therapy: “copper that cancer. Metallomics 7, 1459–1476 (2015).

    Google Scholar 

  43. Yuan, X. et al. Notch signaling: an emerging therapeutic target for cancer treatment. Cancer Lett. 369, 20–27 (2015).

    Google Scholar 

  44. Wang, Z. et al. Targeting Notch signaling pathway to overcome drug resistance for cancer therapy. Biochim. Biophys. Acta 1806, 258–267 (2010).

    Google Scholar 

  45. Liu, J. et al. NOTCH1 regulates DNA damage response and sorafenib resistance by activating ATM in hepatocellular carcinoma. Am. J. Transl. Res. 16, 7317–7329 (2024).

    Google Scholar 

  46. Chen, Z. X. et al. Hypoxia-induced DTL promotes proliferation, metastasis, and sorafenib resistance of hepatocellular carcinoma via ubiquitin-mediated degradation of SLTM and activation of Notch signaling. Cell Death Dis. 15, 734 (2024).

    Google Scholar 

  47. Adamowicz, M., Vermezovic, J. & d’Adda di Fagagna, F. NOTCH1 inhibits activation of ATM by impairing formation of an ATM–FOXO3a–KAT5/Tip60 complex. Cell Rep. 16, 2068–2076 (2016).

    Google Scholar 

  48. Tong, X. et al. Targeting cell death pathways for cancer therapy: recent developments in necroptosis, pyroptosis, ferroptosis, and cuproptosis. J. Hematol. Oncol. 15, 174 (2022).

    Google Scholar 

Download references

Acknowledgements

This research was financially supported by the National Natural Science Foundation of China (82560795, 82260535), Guizhou Provincial Science and Technology Projects General (ZK[2026]341). We would like to thank the Figdraw platform (https://www.figdraw.com/#/) for providing the original materials and authorization approval for the creation of the schematic diagrams for Figs. 1A and 5G. The authorization approval numbers are TWWYA9335b and UWPIIde6be, respectively.

Author information

Author notes
  1. These authors contributed equally: Chujiao Hu, Huading Tai, Renguang Zhu.

Authors and Affiliations

  1. State Key Laboratory of Discovery and Utilization of Functional Components in Traditional Chinese Medicine, Guizhou Provincial Key Laboratory of Innovation and Manufacturing for Pharmaceuticals, Guizhou Medical University, Guiyang, China

    Chujiao Hu, Renguang Zhu, Zhengyu Shu & Lei Tang

  2. Key Laboratory for Cancer Prevention and treatment of Guizhou Province, Guizhou Medical University, Guiyang, China

    Chujiao Hu & Shi Zuo

  3. Transformation Engineering Research Center of Chronic Disease Diagnosis and Treatment, Department of Physiology, School of Basic Medical Sciences, Guizhou Medical University, Guiyang, China

    Huading Tai & Zhirui Zeng

  4. Department of Hepatobiliary Surgery, The Affiliated Hospital of Guizhou Medical University, Guiyang, China

    Guanghao Guo & Shi Zuo

  5. Department of hematology, Affiliated hospital of Guizhou Medical University, Guiyang, China

    Dan Ma

Authors
  1. Chujiao Hu
    View author publications

    Search author on:PubMed Google Scholar

  2. Huading Tai
    View author publications

    Search author on:PubMed Google Scholar

  3. Renguang Zhu
    View author publications

    Search author on:PubMed Google Scholar

  4. Zhengyu Shu
    View author publications

    Search author on:PubMed Google Scholar

  5. Guanghao Guo
    View author publications

    Search author on:PubMed Google Scholar

  6. Dan Ma
    View author publications

    Search author on:PubMed Google Scholar

  7. Shi Zuo
    View author publications

    Search author on:PubMed Google Scholar

  8. Lei Tang
    View author publications

    Search author on:PubMed Google Scholar

  9. Zhirui Zeng
    View author publications

    Search author on:PubMed Google Scholar

Contributions

Dan Ma, Shi Zuo, Lei Tang, and Zhirui Zeng designed or supported the research and revised the manuscript. Chujiao Hu wrote the paper. Chujiao Hu, Huading Tai, Renguang Zhu, and Zhirui Zeng performed the research and analyzed the data. Chujiao Hu, Huading Tai, Renguang Zhu, Zhirui Zeng, Zhengyu Shu, and Guanghao Guo participated in animal experiments. All the authors have read and approved the final version of the manuscript.

Corresponding authors

Correspondence to Dan Ma, Shi Zuo, Lei Tang or Zhirui Zeng.

Ethics declarations

Competing interests

The authors declare no competing interests.

Consent for publication

All authors consent to the publication of this manuscript. Individual data included in this study are anonymized.

Peer review

Peer review information

Communications Biology thanks the anonymous reviewers for their contribution to the peer review of this work. Primary Handling Editors: Joanna Timmins and Mengtan Xing. A peer review file is available.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary Information

Supplemental data

Description of Additional Supplementary File

Reporting Summary

Transparent Peer Review file

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hu, C., Tai, H., Zhu, R. et al. CRISPR-Cas9 screening identifies ATOX1-driven cisplatin resistance mechanisms in liver cancer and evaluates targeted inhibitor efficacy. Commun Biol (2026). https://doi.org/10.1038/s42003-026-09722-8

Download citation

  • Received: 04 June 2025

  • Accepted: 06 February 2026

  • Published: 16 February 2026

  • DOI: https://doi.org/10.1038/s42003-026-09722-8

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

Download PDF

Advertisement

Explore content

  • Research articles
  • Reviews & Analysis
  • News & Comment
  • Collections
  • Follow us on X
  • Sign up for alerts
  • RSS feed

About the journal

  • Journal Information
  • Open Access Fees and Funding
  • Journal Metrics
  • Editors
  • Editorial Board
  • Calls for Papers
  • Referees
  • Contact
  • Editorial policies
  • Aims & Scope

Publish with us

  • For authors
  • Language editing services
  • Open access funding
  • Submit manuscript

Search

Advanced search

Quick links

  • Explore articles by subject
  • Find a job
  • Guide to authors
  • Editorial policies

Communications Biology (Commun Biol)

ISSN 2399-3642 (online)

nature.com sitemap

About Nature Portfolio

  • About us
  • Press releases
  • Press office
  • Contact us

Discover content

  • Journals A-Z
  • Articles by subject
  • protocols.io
  • Nature Index

Publishing policies

  • Nature portfolio policies
  • Open access

Author & Researcher services

  • Reprints & permissions
  • Research data
  • Language editing
  • Scientific editing
  • Nature Masterclasses
  • Research Solutions

Libraries & institutions

  • Librarian service & tools
  • Librarian portal
  • Open research
  • Recommend to library

Advertising & partnerships

  • Advertising
  • Partnerships & Services
  • Media kits
  • Branded content

Professional development

  • Nature Awards
  • Nature Careers
  • Nature Conferences

Regional websites

  • Nature Africa
  • Nature China
  • Nature India
  • Nature Japan
  • Nature Middle East
  • Privacy Policy
  • Use of cookies
  • Legal notice
  • Accessibility statement
  • Terms & Conditions
  • Your US state privacy rights
Springer Nature

© 2026 Springer Nature Limited

Nature Briefing: Cancer

Sign up for the Nature Briefing: Cancer newsletter — what matters in cancer research, free to your inbox weekly.

Get what matters in cancer research, free to your inbox weekly. Sign up for Nature Briefing: Cancer