IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v12y2021i1d10.1038_s41467-021-25860-5.html
   My bibliography  Save this article

Genomic and transcriptomic correlates of immunotherapy response within the tumor microenvironment of leptomeningeal metastases

Author

Listed:
  • Sanjay M. Prakadan

    (Massachusetts Institute of Technology
    Massachusetts Institute of Technology
    Harvard University & Massachusetts Institute of Technology
    Massachusetts Institute of Technology)

  • Christopher A. Alvarez-Breckenridge

    (Harvard University & Massachusetts Institute of Technology
    Harvard Medical School & Massachusetts General Hospital)

  • Samuel C. Markson

    (Harvard University & Massachusetts Institute of Technology
    Dana-Farber Cancer Institute)

  • Albert E. Kim

    (Harvard Medical School & Massachusetts General Hospital
    Massachusetts General Hospital Cancer Center)

  • Robert H. Klein

    (Harvard University & Massachusetts Institute of Technology
    Dana-Farber Cancer Institute)

  • Naema Nayyar

    (Harvard Medical School & Massachusetts General Hospital)

  • Andrew W. Navia

    (Massachusetts Institute of Technology
    Massachusetts Institute of Technology
    Harvard University & Massachusetts Institute of Technology
    Massachusetts Institute of Technology)

  • Benjamin M. Kuter

    (Harvard Medical School & Massachusetts General Hospital)

  • Kellie E. Kolb

    (Massachusetts Institute of Technology
    Massachusetts Institute of Technology
    Harvard University & Massachusetts Institute of Technology
    Massachusetts Institute of Technology)

  • Ivanna Bihun

    (Harvard Medical School & Massachusetts General Hospital)

  • Joana L. Mora

    (Harvard Medical School & Massachusetts General Hospital)

  • Mia Solana Bertalan

    (Harvard Medical School & Massachusetts General Hospital)

  • Brian Shaw

    (Harvard Medical School & Massachusetts General Hospital)

  • Michael White

    (Harvard Medical School & Massachusetts General Hospital)

  • Alexander Kaplan

    (Harvard Medical School & Massachusetts General Hospital)

  • Jackson H. Stocking

    (Harvard Medical School & Massachusetts General Hospital)

  • Marc H. Wadsworth

    (Massachusetts Institute of Technology
    Massachusetts Institute of Technology
    Harvard University & Massachusetts Institute of Technology
    Massachusetts Institute of Technology)

  • Eudocia Q. Lee

    (Dana-Farber Cancer Institute)

  • Ugonma Chukwueke

    (Dana-Farber Cancer Institute)

  • Nancy Wang

    (Massachusetts General Hospital Cancer Center)

  • Megha Subramanian

    (Harvard Medical School & Massachusetts General Hospital)

  • Denisse Rotem

    (Harvard University & Massachusetts Institute of Technology)

  • Daniel P. Cahill

    (Harvard Medical School & Massachusetts General Hospital)

  • Viktor A. Adalsteinsson

    (Harvard University & Massachusetts Institute of Technology)

  • Jeffrey W. Miller

    (Harvard TH Chan School of Public Health)

  • Ryan J. Sullivan

    (Harvard Medical School & Massachusetts General Hospital
    Massachusetts General Hospital Cancer Center)

  • Scott L. Carter

    (Harvard University & Massachusetts Institute of Technology
    Dana-Farber Cancer Institute
    Harvard TH Chan School of Public Health)

  • Priscilla K. Brastianos

    (Harvard University & Massachusetts Institute of Technology
    Harvard Medical School & Massachusetts General Hospital
    Massachusetts General Hospital Cancer Center)

  • Alex K. Shalek

    (Massachusetts Institute of Technology
    Massachusetts Institute of Technology
    Harvard University & Massachusetts Institute of Technology
    Massachusetts Institute of Technology)

Abstract

Leptomeningeal disease (LMD) is a devastating complication of solid tumor malignancies, with dire prognosis and no effective systemic treatment options. Over the past decade, the incidence of LMD has steadily increased due to therapeutics that have extended the survival of cancer patients, highlighting the need for new interventions. To examine the efficacy of immune checkpoint inhibitors (ICI) in patients with LMD, we completed two phase II clinical trials. Here, we investigate the cellular and molecular features underpinning observed patient trajectories in these trials by applying single-cell RNA and cell-free DNA profiling to longitudinal cerebrospinal fluid (CSF) draws from enrolled patients. We recover immune and malignant cell types in the CSF, characterize cell behavior changes following ICI, and identify genomic features associated with relevant clinical phenomena. Overall, our study describes the liquid LMD tumor microenvironment prior to and following ICI treatment and demonstrates clinical utility of cell-free and single-cell genomic measurements for LMD research.

Suggested Citation

  • Sanjay M. Prakadan & Christopher A. Alvarez-Breckenridge & Samuel C. Markson & Albert E. Kim & Robert H. Klein & Naema Nayyar & Andrew W. Navia & Benjamin M. Kuter & Kellie E. Kolb & Ivanna Bihun & Jo, 2021. "Genomic and transcriptomic correlates of immunotherapy response within the tumor microenvironment of leptomeningeal metastases," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-25860-5
    DOI: 10.1038/s41467-021-25860-5
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-021-25860-5
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-021-25860-5?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. Peter J. Campbell & Shinichi Yachida & Laura J. Mudie & Philip J. Stephens & Erin D. Pleasance & Lucy A. Stebbings & Laura A. Morsberger & Calli Latimer & Stuart McLaren & Meng-Lay Lin & David J. McBr, 2010. "The patterns and dynamics of genomic instability in metastatic pancreatic cancer," Nature, Nature, vol. 467(7319), pages 1109-1113, October.
    2. Alexander C. Huang & Michael A. Postow & Robert J. Orlowski & Rosemarie Mick & Bertram Bengsch & Sasikanth Manne & Wei Xu & Shannon Harmon & Josephine R. Giles & Brandon Wenz & Matthew Adamow & Debora, 2017. "T-cell invigoration to tumour burden ratio associated with anti-PD-1 response," Nature, Nature, vol. 545(7652), pages 60-65, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Amanda Fitzpatrick & Marjan Iravani & Adam Mills & David Vicente & Thanussuyah Alaguthurai & Ioannis Roxanis & Nicholas C. Turner & Syed Haider & Andrew N. J. Tutt & Clare M. Isacke, 2023. "Genomic profiling and pre-clinical modelling of breast cancer leptomeningeal metastasis reveals acquisition of a lobular-like phenotype," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    2. Priscilla K. Brastianos & Matthew R. Strickland & Eudocia Quant Lee & Nancy Wang & Justine V. Cohen & Ugonma Chukwueke & Deborah Anne Forst & April Eichler & Beth Overmoyer & Nancy U. Lin & Wendy Y. C, 2021. "Phase II study of ipilimumab and nivolumab in leptomeningeal carcinomatosis," Nature Communications, Nature, vol. 12(1), pages 1-7, December.

    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. Cheng H Lee & Benjamin O Alpert & Preethi Sankaranarayanan & Orly Alter, 2012. "GSVD Comparison of Patient-Matched Normal and Tumor aCGH Profiles Reveals Global Copy-Number Alterations Predicting Glioblastoma Multiforme Survival," PLOS ONE, Public Library of Science, vol. 7(1), pages 1-11, January.
    2. Elaine Lai-Han Leung & Run-Ze Li & Xing-Xing Fan & Lily Yan Wang & Yan Wang & Zebo Jiang & Jumin Huang & Hu-Dan Pan & Yue Fan & Hongmei Xu & Feng Wang & Haopeng Rui & Piu Wong & Hermi Sumatoh & Michae, 2023. "Longitudinal high-dimensional analysis identifies immune features associating with response to anti-PD-1 immunotherapy," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    3. Amr M. Al-Zain & Mattie R. Nester & Iffat Ahmed & Lorraine S. Symington, 2023. "Double-strand breaks induce inverted duplication chromosome rearrangements by a DNA polymerase δ-dependent mechanism," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    4. Jeppe Sejerø Holm & Samuel A. Funt & Annie Borch & Kamilla Kjærgaard Munk & Anne-Mette Bjerregaard & James L. Reading & Colleen Maher & Ashley Regazzi & Phillip Wong & Hikmat Al-Ahmadie & Gopa Iyer & , 2022. "Neoantigen-specific CD8 T cell responses in the peripheral blood following PD-L1 blockade might predict therapy outcome in metastatic urothelial carcinoma," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    5. Jianming Xu & Yi Li & Qingxia Fan & Yongqian Shu & Lei Yang & Tongjian Cui & Kangsheng Gu & Min Tao & Xiuwen Wang & Chengxu Cui & Nong Xu & Juxiang Xiao & Quanli Gao & Yunpeng Liu & Tao Zhang & Yuxian, 2022. "Clinical and biomarker analyses of sintilimab versus chemotherapy as second-line therapy for advanced or metastatic esophageal squamous cell carcinoma: a randomized, open-label phase 2 study (ORIENT-2," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    6. Meghana Pagadala & Timothy J. Sears & Victoria H. Wu & Eva Pérez-Guijarro & Hyo Kim & Andrea Castro & James V. Talwar & Cristian Gonzalez-Colin & Steven Cao & Benjamin J. Schmiedel & Shervin Goudarzi , 2023. "Germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    7. David J. Klinke & Audry Fernandez & Wentao Deng & Atefeh Razazan & Habibolla Latifizadeh & Anika C. Pirkey, 2022. "Data-driven learning how oncogenic gene expression locally alters heterocellular networks," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    8. Manuel Rodrigues & Giulia Vanoni & Pierre Loap & Coraline Dubot & Eleonora Timperi & Mathieu Minsat & Louis Bazire & Catherine Durdux & Virginie Fourchotte & Enora Laas & Nicolas Pouget & Zahra Castel, 2023. "Nivolumab plus chemoradiotherapy in locally-advanced cervical cancer: the NICOL phase 1 trial," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    9. Shu-Ling Chen & Chia-Ying Ho & Wei-Chun Lin & Chao-Wei Lee & Yu-Chun Chen & Jiun-Liang Chen & Hsing-Yu Chen, 2022. "The Characteristics and Mortality of Chinese Herbal Medicine Users among Newly Diagnosed Inoperable Huge Hepatocellular Carcinoma (≥10 cm) Patients: A Retrospective Cohort Study with Exploration of Co," IJERPH, MDPI, vol. 19(19), pages 1-18, September.
    10. Bei Li & Guohao Wang & Kai Miao & Aiping Zhang & Liangyu Sun & Xinwang Yu & Josh Haipeng Lei & Lisi Xie & Jie Yan & Wenxi Li & Chu-Xia Deng & Yunlu Dai, 2023. "Fueling sentinel node via reshaping cytotoxic T lymphocytes with a flex-patch for post-operative immuno-adjuvant therapy," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    11. Ghanizadeh, Mojtaba & Shariatpanahi, Seyed Peyman & Goliaei, Bahram & Rüegg, Curzio, 2021. "Mathematical modeling approach of cancer immunoediting reveals new insights in targeted-therapy and timing plan of cancer treatment," Chaos, Solitons & Fractals, Elsevier, vol. 152(C).
    12. Mihoko Saito-Adachi & Natsuko Hama & Yasushi Totoki & Hiromi Nakamura & Yasuhito Arai & Fumie Hosoda & Hirofumi Rokutan & Shinichi Yachida & Mamoru Kato & Akihiko Fukagawa & Tatsuhiro Shibata, 2023. "Oncogenic structural aberration landscape in gastric cancer genomes," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    13. Chaohui Li & Lingxi Chen & Guangze Pan & Wenqian Zhang & Shuai Cheng Li, 2023. "Deciphering complex breakage-fusion-bridge genome rearrangements with Ambigram," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    14. Linda K Sundermann & Jeff Wintersinger & Gunnar Rätsch & Jens Stoye & Quaid Morris, 2021. "Reconstructing tumor evolutionary histories and clone trees in polynomial-time with SubMARine," PLOS Computational Biology, Public Library of Science, vol. 17(1), pages 1-28, January.
    15. Sun Young Lee & Farhan Haq & Deokhoon Kim & Cui Jun & Hui-Jong Jo & Sung-Min Ahn & Won-Suk Lee, 2014. "Comparative Genomic Analysis of Primary and Synchronous Metastatic Colorectal Cancers," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-9, March.
    16. Bo Jiang & Xiaozhi Zhao & Wei Chen & Wenli Diao & Meng Ding & Haixiang Qin & Binghua Li & Wenmin Cao & Wei Chen & Yao Fu & Kuiqiang He & Jie Gao & Mengxia Chen & Tingsheng Lin & Yongming Deng & Chao Y, 2022. "Lysosomal protein transmembrane 5 promotes lung-specific metastasis by regulating BMPR1A lysosomal degradation," Nature Communications, Nature, vol. 13(1), pages 1-17, 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:12:y:2021:i:1:d:10.1038_s41467-021-25860-5. 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.