Gallbladder adenocarcinomas undergo subclonal diversification and selection from precancerous lesions to metastatic tumors

Abstract

We aimed to elucidate the evolutionary trajectories of gallbladder adenocarcinoma (GBAC) using multi-regional and longitudinal tumor samples. Using whole-exome sequencing data, we constructed phylogenetic trees in each patient and analyzed mutational signatures. A total of 11 patients including 2 rapid autopsy cases were enrolled. The most frequently altered gene in primary tumors was ERBB2 and TP53 (54.5%), followed by FBXW7 (27.3%). Most mutations in frequently altered genes in primary tumors were detectable in concurrent precancerous lesions (biliary intraepithelial neoplasia, BilIN), but a substantial proportion was subclonal. Subclonal diversity was common in BilIN (n=4). However, among subclones in BilIN, a certain subclone commonly shrank in concurrent primary tumors. In addition, selected subclones underwent linear and branching evolution, maintaining subclonal diversity. Combined analysis with metastatic tumors (n=11) identified branching evolution in 9 patients (81.8%). Of these, 8 patients (88.9%) had a total of 11 subclones expanded at least 7-fold during metastasis. These subclones harbored putative metastasis-driving mutations in cancer-related genes such as SMAD4, ROBO1, and DICER1. In mutational signature analysis, 6 mutational signatures were identified: 1, 3, 7, 13, 22, and 24 (cosine similarity >0.9). Signatures 1 (age) and 13 (APOBEC) decreased during metastasis while signatures 22 (aristolochic acid) and 24 (aflatoxin) were relatively highlighted. Subclonal diversity arose early in precancerous lesions and clonal selection was a common event during malignant transformation in GBAC. However, selected cancer clones continued to evolve and thus maintained subclonal diversity in metastatic tumors.

Data availability

The raw sequence data underlying this manuscript are available as fastq files at the NCBI SRA database under the BioProject number PRJNA821382.

The following data sets were generated
The following previously published data sets were used

Article and author information

Author details

  1. Minsu Kang

    Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-6491-2277
  2. Hee Young Na

    Department of Pathology, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  3. Soomin Ahn

    Department of Pathology, Sungkyunkwan University, Seoul, Republic of Korea
    For correspondence
    suminy317@gmail.com
    Competing interests
    The authors declare that no competing interests exist.
  4. Ji-Won Kim

    Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    For correspondence
    jiwonkim@snubh.org
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-6426-9074
  5. Sejoon Lee

    Center for Precision Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  6. Soyeon Ahn

    Medical Research Collaboration Center, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  7. Ju Hyun Lee

    Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  8. Jeonghwan Youk

    Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  9. Haesook T Kim

    Department of Data Science, Dana Farber Cancer Institute, Boston, United States
    Competing interests
    The authors declare that no competing interests exist.
  10. Kui-Jin Kim

    Biomedical Research Institute, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  11. Koung Jin Suh

    Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  12. Jun Suh Lee

    Department of Surgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  13. Se Hyun Kim

    Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-2292-906X
  14. Jin Won Kim

    Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  15. Yu Jung Kim

    Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  16. Keun-Wook Lee

    Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  17. Yoo-Seok Yoon

    Department of Surgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  18. Jee Hyun Kim

    Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  19. Jin-Haeng Chung

    Department of Pathology, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  20. Ho-Seong Han

    Department of Surgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.
  21. Jong Seok Lee

    Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
    Competing interests
    The authors declare that no competing interests exist.

Funding

Seoul National University Bundang Hospital Research Fund (No. 16-2021-001)

  • Ji-Won Kim

Small Grant for Exploratory Reserach (NRF-2018R1D1A1A02086240)

  • Ji-Won Kim

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Reviewing Editor

  1. Samra Turajlic, The Francis Crick Institute, United Kingdom

Ethics

Human subjects: This study was conducted according to the guidelines of the Declaration of Helsinki and approved by the Institutional Review Board of Seoul National University Bundang Hospital (Number: B-1902/522-303). Informed consent was waived because of the retrospective and anonymous nature of the study.

Version history

  1. Received: March 14, 2022
  2. Preprint posted: April 1, 2022 (view preprint)
  3. Accepted: December 6, 2022
  4. Accepted Manuscript published: December 8, 2022 (version 1)
  5. Accepted Manuscript updated: December 16, 2022 (version 2)
  6. Version of Record published: December 21, 2022 (version 3)

Copyright

© 2022, Kang et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 880
    views
  • 143
    downloads
  • 3
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Minsu Kang
  2. Hee Young Na
  3. Soomin Ahn
  4. Ji-Won Kim
  5. Sejoon Lee
  6. Soyeon Ahn
  7. Ju Hyun Lee
  8. Jeonghwan Youk
  9. Haesook T Kim
  10. Kui-Jin Kim
  11. Koung Jin Suh
  12. Jun Suh Lee
  13. Se Hyun Kim
  14. Jin Won Kim
  15. Yu Jung Kim
  16. Keun-Wook Lee
  17. Yoo-Seok Yoon
  18. Jee Hyun Kim
  19. Jin-Haeng Chung
  20. Ho-Seong Han
  21. Jong Seok Lee
(2022)
Gallbladder adenocarcinomas undergo subclonal diversification and selection from precancerous lesions to metastatic tumors
eLife 11:e78636.
https://doi.org/10.7554/eLife.78636

Share this article

https://doi.org/10.7554/eLife.78636

Further reading

    1. Cancer Biology
    2. Cell Biology
    Julian J A Hoving, Elizabeth Harford-Wright ... Alison C Lloyd
    Research Article

    Collective cell migration is fundamental for the development of organisms and in the adult, for tissue regeneration and in pathological conditions such as cancer. Migration as a coherent group requires the maintenance of cell-cell interactions, while contact inhibition of locomotion (CIL), a local repulsive force, can propel the group forward. Here we show that the cell-cell interaction molecule, N-cadherin, regulates both adhesion and repulsion processes during rat Schwann cell (SC) collective migration, which is required for peripheral nerve regeneration. However, distinct from its role in cell-cell adhesion, the repulsion process is independent of N-cadherin trans-homodimerisation and the associated adherens junction complex. Rather, the extracellular domain of N-cadherin is required to present the repulsive Slit2/Slit3 signal at the cell-surface. Inhibiting Slit2/Slit3 signalling inhibits CIL and subsequently collective Schwann cell migration, resulting in adherent, nonmigratory cell clusters. Moreover, analysis of ex vivo explants from mice following sciatic nerve injury showed that inhibition of Slit2 decreased Schwann cell collective migration and increased clustering of Schwann cells within the nerve bridge. These findings provide insight into how opposing signals can mediate collective cell migration and how CIL pathways are promising targets for inhibiting pathological cell migration.

    1. Cancer Biology
    2. Structural Biology and Molecular Biophysics
    Johannes Paladini, Annalena Maier ... Stephan Grzesiek
    Research Article

    Abelson tyrosine kinase (Abl) is regulated by the arrangement of its regulatory core, consisting sequentially of the SH3, SH2, and kinase (KD) domains, where an assembled or disassembled core corresponds to low or high kinase activity, respectively. It was recently established that binding of type II ATP site inhibitors, such as imatinib, generates a force from the KD N-lobe onto the SH3 domain and in consequence disassembles the core. Here, we demonstrate that the C-terminal αI-helix exerts an additional force toward the SH2 domain, which correlates both with kinase activity and type II inhibitor-induced disassembly. The αI-helix mutation E528K, which is responsible for the ABL1 malformation syndrome, strongly activates Abl by breaking a salt bridge with the KD C-lobe and thereby increasing the force onto the SH2 domain. In contrast, the allosteric inhibitor asciminib strongly reduces Abl’s activity by fixating the αI-helix and reducing the force onto the SH2 domain. These observations are explained by a simple mechanical model of Abl activation involving forces from the KD N-lobe and the αI-helix onto the KD/SH2SH3 interface.