IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-32701-6.html
   My bibliography  Save this article

Transcriptional profiling of matched patient biopsies clarifies molecular determinants of enzalutamide-induced lineage plasticity

Author

Listed:
  • Thomas C. Westbrook

    (University of Michigan)

  • Xiangnan Guan

    (Oregon Health & Science University)

  • Eva Rodansky

    (University of Michigan)

  • Diana Flores

    (University of Michigan)

  • Chia Jen Liu

    (University of Michigan)

  • Aaron M. Udager

    (University of Michigan)

  • Radhika A. Patel

    (Fred Hutchinson Cancer Research Center)

  • Michael C. Haffner

    (Fred Hutchinson Cancer Research Center)

  • Ya-Mei Hu

    (Oregon Health & Science University)

  • Duanchen Sun

    (Oregon Health & Science University)

  • Tomasz M. Beer

    (Oregon Health & Science University)

  • Adam Foye

    (University of California San Francisco
    University of California San Francisco)

  • Rahul Aggarwal

    (University of California San Francisco
    University of California San Francisco)

  • David A. Quigley

    (University of California San Francisco
    University of California San Francisco)

  • Jack F. Youngren

    (University of California San Francisco
    University of California San Francisco)

  • Charles J. Ryan

    (University of Minnesota)

  • Martin Gleave

    (University of British Columbia)

  • Yuzhuo Wang

    (University of British Columbia
    University of British Columbia)

  • Jiaoti Huang

    (Duke University)

  • Ilsa Coleman

    (Fred Hutchinson Cancer Research Center)

  • Colm Morrissey

    (University of Washington)

  • Peter S. Nelson

    (Fred Hutchinson Cancer Research Center)

  • Christopher P. Evans

    (University of California Davis)

  • Primo Lara

    (University of California Davis)

  • Robert E. Reiter

    (University of California Los Angeles)

  • Owen Witte

    (Immunology, and Molecular Genetics at the David Geffen School of Medicine, UCLA)

  • Matthew Rettig

    (University of California Los Angeles
    VA Greater Los Angeles Healthcare System)

  • Christopher K. Wong

    (University of California, Santa Cruz)

  • Alana S. Weinstein

    (University of California, Santa Cruz)

  • Vlado Uzunangelov

    (University of California, Santa Cruz)

  • Josh M. Stuart

    (University of California, Santa Cruz)

  • George V. Thomas

    (Oregon Health & Science University)

  • Felix Y. Feng

    (University of California San Francisco
    University of California San Francisco)

  • Eric J. Small

    (University of California San Francisco
    University of California San Francisco)

  • Joel A. Yates

    (University of Michigan)

  • Zheng Xia

    (Oregon Health & Science University)

  • Joshi J. Alumkal

    (University of Michigan)

Abstract

The androgen receptor (AR) signaling inhibitor enzalutamide (enza) is one of the principal treatments for metastatic castration-resistant prostate cancer (CRPC). Several emergent enza clinical resistance mechanisms have been described, including lineage plasticity in which the tumors manifest reduced dependency on the AR. To improve our understanding of enza resistance, herein we analyze the transcriptomes of matched biopsies from men with metastatic CRPC obtained prior to treatment and at progression (n = 21). RNA-sequencing analysis demonstrates that enza does not induce marked, sustained changes in the tumor transcriptome in most patients. However, three patients’ progression biopsies show evidence of lineage plasticity. The transcription factor E2F1 and pathways linked to tumor stemness are highly activated in baseline biopsies from patients whose tumors undergo lineage plasticity. We find a gene signature enriched in these baseline biopsies that is strongly associated with poor survival in independent patient cohorts and with risk of castration-induced lineage plasticity in patient-derived xenograft models, suggesting that tumors harboring this gene expression program may be at particular risk for resistance mediated by lineage plasticity and poor outcomes.

Suggested Citation

  • Thomas C. Westbrook & Xiangnan Guan & Eva Rodansky & Diana Flores & Chia Jen Liu & Aaron M. Udager & Radhika A. Patel & Michael C. Haffner & Ya-Mei Hu & Duanchen Sun & Tomasz M. Beer & Adam Foye & Rah, 2022. "Transcriptional profiling of matched patient biopsies clarifies molecular determinants of enzalutamide-induced lineage plasticity," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-32701-6
    DOI: 10.1038/s41467-022-32701-6
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-32701-6
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-32701-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Viktor A. Adalsteinsson & Gavin Ha & Samuel S. Freeman & Atish D. Choudhury & Daniel G. Stover & Heather A. Parsons & Gregory Gydush & Sarah C. Reed & Denisse Rotem & Justin Rhoades & Denis Loginov & , 2017. "Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors," Nature Communications, Nature, vol. 8(1), pages 1-13, December.
    2. Paloma Cejas & Yingtian Xie & Alba Font-Tello & Klothilda Lim & Sudeepa Syamala & Xintao Qiu & Alok K. Tewari & Neel Shah & Holly M. Nguyen & Radhika A. Patel & Lisha Brown & Ilsa Coleman & Wenzel M. , 2021. "Subtype heterogeneity and epigenetic convergence in neuroendocrine prostate cancer," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    3. S. Taavitsainen & N. Engedal & S. Cao & F. Handle & A. Erickson & S. Prekovic & D. Wetterskog & T. Tolonen & E. M. Vuorinen & A. Kiviaho & R. Nätkin & T. Häkkinen & W. Devlies & S. Henttinen & R. Kaar, 2021. "Single-cell ATAC and RNA sequencing reveal pre-existing and persistent cells associated with prostate cancer relapse," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Goutam Chakraborty & Kasmira Gupta & Natasha Kyprianou, 2023. "Epigenetic mechanisms underlying subtype heterogeneity and tumor recurrence in prostate cancer," Nature Communications, Nature, vol. 14(1), pages 1-4, December.
    2. Aleix Prat & Fara Brasó-Maristany & Olga Martínez-Sáez & Esther Sanfeliu & Youli Xia & Meritxell Bellet & Patricia Galván & Débora Martínez & Tomás Pascual & Mercedes Marín-Aguilera & Anna Rodríguez &, 2023. "Circulating tumor DNA reveals complex biological features with clinical relevance in metastatic breast cancer," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    3. Maria Pouyiourou & Bianca N. Kraft & Timothy Wohlfromm & Michael Stahl & Boris Kubuschok & Harald Löffler & Ulrich T. Hacker & Gerdt Hübner & Lena Weiss & Michael Bitzer & Thomas Ernst & Philipp Schüt, 2023. "Nivolumab and ipilimumab in recurrent or refractory cancer of unknown primary: a phase II trial," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    4. Xiao Zhou & Zhen Cheng & Mingyu Dong & Qi Liu & Weiyang Yang & Min Liu & Junzhang Tian & Weibin Cheng, 2022. "Tumor fractions deciphered from circulating cell-free DNA methylation for cancer early diagnosis," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    5. Naser Ansari-Pour & Yonglan Zheng & Toshio F. Yoshimatsu & Ayodele Sanni & Mustapha Ajani & Jean-Baptiste Reynier & Avraam Tapinos & Jason J. Pitt & Stefan Dentro & Anna Woodard & Padma Sheila Rajagop, 2021. "Whole-genome analysis of Nigerian patients with breast cancer reveals ethnic-driven somatic evolution and distinct genomic subtypes," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    6. Jiaqi Liu & Lijun Dai & Qiang Wang & Chenghao Li & Zhichao Liu & Tongyang Gong & Hengyi Xu & Ziqi Jia & Wanyuan Sun & Xinyu Wang & Minyi Lu & Tongxuan Shang & Ning Zhao & Jiahui Cai & Zhigang Li & Hon, 2024. "Multimodal analysis of cfDNA methylomes for early detecting esophageal squamous cell carcinoma and precancerous lesions," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    7. Jeroen Kneppers & Tesa M. Severson & Joseph C. Siefert & Pieter Schol & Stacey E. P. Joosten & Ivan Pak Lok Yu & Chia-Chi Flora Huang & Tunç Morova & Umut Berkay Altıntaş & Claudia Giambartolomei & Ji, 2022. "Extensive androgen receptor enhancer heterogeneity in primary prostate cancers underlies transcriptional diversity and metastatic potential," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    8. Mingyun Bae & Gyuhee Kim & Tae-Rim Lee & Jin Mo Ahn & Hyunwook Park & Sook Ryun Park & Ki Byung Song & Eunsung Jun & Dongryul Oh & Jeong-Won Lee & Young Sik Park & Ki-Won Song & Jeong-Sik Byeon & Bo H, 2023. "Integrative modeling of tumor genomes and epigenomes for enhanced cancer diagnosis by cell-free DNA," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    9. Jonathan C. M. Wan & Dennis Stephens & Lingqi Luo & James R. White & Caitlin M. Stewart & Benoît Rousseau & Dana W. Y. Tsui & Luis A. Diaz, 2022. "Genome-wide mutational signatures in low-coverage whole genome sequencing of cell-free DNA," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    10. Kate E. Stanley & Tatjana Jatsenko & Stefania Tuveri & Dhanya Sudhakaran & Lore Lannoo & Kristel Calsteren & Marie Borre & Ilse Parijs & Leen Coillie & Kris Bogaert & Rodrigo Almeida Toledo & Liesbeth, 2024. "Cell type signatures in cell-free DNA fragmentation profiles reveal disease biology," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    11. Yaping Liu & Sarah C. Reed & Christopher Lo & Atish D. Choudhury & Heather A. Parsons & Daniel G. Stover & Gavin Ha & Gregory Gydush & Justin Rhoades & Denisse Rotem & Samuel Freeman & David W. Katz &, 2024. "FinaleMe: Predicting DNA methylation by the fragmentation patterns of plasma cell-free DNA," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    12. Nicolette M. Fonseca & Corinne Maurice-Dror & Cameron Herberts & Wilson Tu & William Fan & Andrew J. Murtha & Catarina Kollmannsberger & Edmond M. Kwan & Karan Parekh & Elena Schönlau & Cecily Q. Bern, 2024. "Prediction of plasma ctDNA fraction and prognostic implications of liquid biopsy in advanced prostate cancer," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    13. Mireia Crispin-Ortuzar & Ramona Woitek & Marika A. V. Reinius & Elizabeth Moore & Lucian Beer & Vlad Bura & Leonardo Rundo & Cathal McCague & Stephan Ursprung & Lorena Escudero Sanchez & Paula Martin-, 2023. "Integrated radiogenomics models predict response to neoadjuvant chemotherapy in high grade serous ovarian cancer," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    14. Alicia-Marie Conway & Simon P. Pearce & Alexandra Clipson & Steven M. Hill & Francesca Chemi & Dan Slane-Tan & Saba Ferdous & A. S. Md Mukarram Hossain & Katarzyna Kamieniecka & Daniel J. White & Clai, 2024. "A cfDNA methylation-based tissue-of-origin classifier for cancers of unknown primary," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    15. Sukanya Panja & Mihai Ioan Truica & Christina Y. Yu & Vamshi Saggurthi & Michael W. Craige & Katie Whitehead & Mayra V. Tuiche & Aymen Al-Saadi & Riddhi Vyas & Shridar Ganesan & Suril Gohel & Frederic, 2024. "Mechanism-centric regulatory network identifies NME2 and MYC programs as markers of Enzalutamide resistance in CRPC," Nature Communications, Nature, vol. 15(1), pages 1-24, December.
    16. Yunyun An & Xin Zhao & Ziteng Zhang & Zhaohua Xia & Mengqi Yang & Li Ma & Yu Zhao & Gang Xu & Shunda Du & Xiang’an Wu & Shuowen Zhang & Xin Hong & Xin Jin & Kun Sun, 2023. "DNA methylation analysis explores the molecular basis of plasma cell-free DNA fragmentation," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    17. Jorge Gómez Tejeda Zañudo & Romualdo Barroso-Sousa & Esha Jain & Qingchun Jin & Tianyu Li & Jorge E. Buendia-Buendia & Alyssa Pereslete & Daniel L. Abravanel & Arlindo R. Ferreira & Eileen Wrabel & Ka, 2024. "Exemestane plus everolimus and palbociclib in metastatic breast cancer: clinical response and genomic/transcriptomic determinants of resistance in a phase I/II trial," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    18. Shaghayegh Nouruzi & Dwaipayan Ganguli & Nakisa Tabrizian & Maxim Kobelev & Olena Sivak & Takeshi Namekawa & Daksh Thaper & Sylvan C. Baca & Matthew L. Freedman & Adeleke Aguda & Alastair Davies & Ami, 2022. "ASCL1 activates neuronal stem cell-like lineage programming through remodeling of the chromatin landscape in prostate cancer," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    19. Francesc Muyas & Manuel José Gómez Rodriguez & Rita Cascão & Angela Afonso & Carolin M. Sauer & Claudia C. Faria & Isidro Cortés-Ciriano & Ignacio Flores, 2024. "The ALT pathway generates telomere fusions that can be detected in the blood of cancer patients," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    20. Elena Denisenko & Leanne Kock & Adeline Tan & Aaron B. Beasley & Maria Beilin & Matthew E. Jones & Rui Hou & Dáithí Ó Muirí & Sanela Bilic & G. Raj K. A. Mohan & Stuart Salfinger & Simon Fox & Khaing , 2024. "Spatial transcriptomics reveals discrete tumour microenvironments and autocrine loops within ovarian cancer subclones," Nature Communications, Nature, vol. 15(1), pages 1-15, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-32701-6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.