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Lucas CHG, Gross AM, Romo CG, Dehner CA, Lazar AJ, Miettinen M, Pekmezci M, Quezado M, Rodriguez FJ, Stemmer-Rachamimov A, Viskochil D, Perry A. Consensus recommendations for an integrated diagnostic approach to peripheral nerve sheath tumors arising in the setting of Neurofibromatosis Type 1. Neuro Oncol 2025; 27:616-624. [PMID: 39500722 PMCID: PMC11889724 DOI: 10.1093/neuonc/noae235] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2025] Open
Abstract
Consensus recommendations published in 2017 histologically defining atypical neurofibromatous neoplasm of uncertain biologic potential (ANNUBP) and malignant peripheral nerve sheath tumor (MPNST) were codified in the 2021 WHO Classification of Tumors of the Central Nervous System and the 2022 WHO Classification of Tumors of Soft Tissue and Bone. However, given the shift in diagnostic pathology toward the use of integrated histopathologic and genomic approaches, the incorporation of additional molecular strata in the classification of Neurofibromatosis Type 1 (NF1)-associated peripheral nerve sheath tumors should be formalized to aid in accurate diagnosis and early identification of malignant transformation and enable appropriate intervention for affected patients. To this end, we assembled a multi-institutional expert pathology working group as part of a "Symposium on Atypical Neurofibroma: State of the Science." Herein, we provide a suggested framework for adequate interventional radiology and surgical sampling and recommend molecular profiling for clinically or radiologically worrisome noncutaneous lesions in patients with NF1 to identify diagnostically-relevant molecular features, including CDKN2A/B inactivation for ANNUBP, as well as SUZ12, EED, or TP53 inactivating mutations, or significant aneuploidy for MPNST. We also propose renaming "low-grade MPNST" to "ANNUBP with increased proliferation" to avoid the use of the "malignant" term in this group of tumors with persistent unknown biologic potential. This refined integrated diagnostic approach for NF1-associated peripheral nerve sheath tumors should continue to evolve in concert with our understanding of these neoplasms.
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Affiliation(s)
- Calixto-Hope G Lucas
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Andrea M Gross
- Pediatric Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Carlos G Romo
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Carina A Dehner
- Department of Pathology, Indiana University, Indianapolis, Indiana, USA
| | - Alexander J Lazar
- Departments of Pathology and Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Markku Miettinen
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Melike Pekmezci
- Department of Ophthalmology, University of California San Francisco, San Francisco, California, USA
- Department of Pathology, University of California San Francisco, San Francisco, California, USA
| | - Martha Quezado
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Fausto J Rodriguez
- Department of Pathology, University of California Los Angeles, Los Angeles, California, USA
| | | | - David Viskochil
- Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA
| | - Arie Perry
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, USA
- Department of Pathology, University of California San Francisco, San Francisco, California, USA
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Xiao K, Yang K, Hirbe AC. A Sequencing Overview of Malignant Peripheral Nerve Sheath Tumors: Findings and Implications for Treatment. Cancers (Basel) 2025; 17:180. [PMID: 39857962 PMCID: PMC11763529 DOI: 10.3390/cancers17020180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Revised: 01/06/2025] [Accepted: 01/07/2025] [Indexed: 01/27/2025] Open
Abstract
Malignant peripheral nerve sheath tumors (MPNSTs) are rare but aggressive malignancies with a low 5-year survival rate despite current treatments. MPNSTs frequently harbor mutations in key genes such as NF1, CDKN2A, TP53, and PRC2 components (EED or SUZ12) across different disease stages. With the rapid advancement of high-throughput sequencing technologies, the molecular characteristics driving MPNST development are becoming clearer. This review summarizes recent sequencing studies on peripheral nerve sheath tumors, including plexiform neurofibromas (PNs), atypical neurofibromatous neoplasm with uncertain biologic potential (ANNUBP), and MPNSTs, highlighting key mutation events in tumor progression from the perspectives of epigenetics, transcriptomics, genomics, proteomics, and metabolomics. We also discuss the therapeutic implications of these genomic findings, focusing on preclinical and clinical trials targeting these alterations. Finally, we conclude that overcoming tumor resistance through combined targeted therapies and personalized treatments based on the molecular characteristics of MPNSTs will be a key direction for future treatment strategies.
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Affiliation(s)
| | | | - Angela C. Hirbe
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA; (K.X.); (K.Y.)
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Odhiambo DA, Fan S, Hirbe AC. UBR5 in Tumor Biology: Exploring Mechanisms of Immune Regulation and Possible Therapeutic Implications in MPNST. Cancers (Basel) 2025; 17:161. [PMID: 39857943 PMCID: PMC11764400 DOI: 10.3390/cancers17020161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Revised: 12/09/2024] [Accepted: 01/04/2025] [Indexed: 01/27/2025] Open
Abstract
Malignant peripheral nerve sheath tumor (MPNST) is a rare but aggressive soft-tissue sarcoma characterized by poor response to therapy. The primary treatment remains surgical resection with negative margins. Nonetheless, in the setting of neurofibromatosis type 1 (NF1), the five-year survival rate is at 20-50%, with recurrence occurring in up to 50% of individuals. For patients with metastatic and unresectable disease, current treatment options include cytotoxic chemotherapy, which offers minimal benefit, and most patients die within five years of diagnosis. Despite advances in targeted therapy focusing on inhibiting Ras signaling and its downstream effectors, clinical trials report minimal clinical benefit, highlighting the need to explore alternative pathways in MPNST pathogenesis. Here, we discuss the role of the E3 ubiquitin ligase, UBR5, in cancer progression and immune modulation across various malignancies, including breast, lung, and ovarian cancer. We focus on mechanisms by which UBR5 contributes to tumorigenesis, focusing on its influence on tumor microenvironment and immune modulation. Additionally, we explore UBR5's roles in normal tissue function, DNA damage response, metastasis, and therapeutic resistance, illustrating its multifaceted contribution to cancer biology. We discuss evidence implicating UBR5 in immune evasion and highlight its potential as a therapeutic target to enhance the efficacy of immune checkpoint blockade (ICB) therapy in MPNST, a tumor typically characterized by an immune cold microenvironment. We outline current immune-based strategies and challenges in MPNST management, ongoing efforts to shift the immune landscape in MPNST, and ultimately, we suggest that targeting UBR5 could be a novel strategy to potentiate ICB therapy-mediated anti-tumor immune response and clinical outcomes, particularly in MPNST patients with inoperable or metastatic disease.
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Affiliation(s)
| | | | - Angela C. Hirbe
- Division of Oncology, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO 63110, USA; (D.A.O.); (S.F.)
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4
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Menyailo ME, Kopantseva EE, Khozyainova AA, Korobeynikova AA, Denisov EV. Soft tissue sarcomas at the single-cell and spatial resolution: new markers and targets. Cancer Gene Ther 2025; 32:11-21. [PMID: 39582085 DOI: 10.1038/s41417-024-00856-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 11/12/2024] [Accepted: 11/12/2024] [Indexed: 11/26/2024]
Abstract
Soft tissue sarcomas (STS) are heterogeneous and aggressive tumors, originating in connective tissues embryologically derived from the mesenchyme. Due to their rarity, crucial information about their biology is still lacking. In recent years, single-cell and spatial analyses have opened up new horizons in oncology, leading to the possibility of characterizing the internal architecture of the tumor at the single-cell and spatial levels. This review summarizes the first results acquired through these revolutionary methods for different types of STS. We discuss tumor cell populations and their evolution, interactions between tumor cells and the microenvironment, new prognostic markers, and clinically important targets. Finally, we examine the challenges presented by the single-cell and spatial omics of STS and the future perspectives in this field.
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Affiliation(s)
- Maxim E Menyailo
- Single Cell Biology Laboratory, Research Institute of Molecular and Cellular Medicine, Peoples' Friendship University of Russia, 115093, Moscow, Russia
- Laboratory of Cancer Progression Biology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, 634009, Tomsk, Russia
| | - Elena E Kopantseva
- Single Cell Biology Laboratory, Research Institute of Molecular and Cellular Medicine, Peoples' Friendship University of Russia, 115093, Moscow, Russia
| | - Anna A Khozyainova
- Laboratory of Cancer Progression Biology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, 634009, Tomsk, Russia
| | - Anastasia A Korobeynikova
- Single Cell Biology Laboratory, Research Institute of Molecular and Cellular Medicine, Peoples' Friendship University of Russia, 115093, Moscow, Russia
- Laboratory of Cancer Progression Biology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, 634009, Tomsk, Russia
| | - Evgeny V Denisov
- Single Cell Biology Laboratory, Research Institute of Molecular and Cellular Medicine, Peoples' Friendship University of Russia, 115093, Moscow, Russia.
- Laboratory of Cancer Progression Biology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, 634009, Tomsk, Russia.
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5
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Somaiah N, Paudyal B, Winkler RE, Van Tine BA, Hirbe AC. Malignant Peripheral Nerve Sheath Tumor, a Heterogeneous, Aggressive Cancer with Diverse Biomarkers and No Targeted Standard of Care: Review of the Literature and Ongoing Investigational Agents. Target Oncol 2024; 19:665-678. [PMID: 38954182 PMCID: PMC11392982 DOI: 10.1007/s11523-024-01078-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/30/2024] [Indexed: 07/04/2024]
Abstract
BACKGROUND Malignant peripheral sheath tumor (MPNST) is a rare, aggressive form of soft-tissue sarcoma that presents a unique set of diagnostic and treatment challenges and is associated with major unmet treatment medical needs. OBJECTIVE The chief aim of this review is to consider the epidemiology, histology, anatomic distribution, pathologic signaling pathways, diagnosis, and management of MPNST, with a focus on potential targeted therapies. A subordinate objective was to establish benchmarks for the antitumor activity of such treatments. RESULTS MPNST has an incidence of 1:100,000 in the general population and 1:3500 among patients with the inherited condition of neurofibromatosis-1. Spindle-cell sarcomas of neural-crest origin, MPNSTs are frequently situated in the extremities and pelvis/trunk, often at the confluence of large nerve roots and bundles. Highly copy-number aberrant and enriched in chromosome 8, MPNSTs have a complex molecular pathogenesis that likely involves the interplay of multiple signaling pathways, including Ras/AKT/mTOR/MAPK, EGFR, p53, PTEN, and PRC2, as well as factors in the tumor microenvironment. A combination of magnetic resonance imaging (MRI) and positron emission tomography with 18F-fluorodeoxyglucose (FDG-PET) enables comprehensive assessment of both morphology and metabolism, while MRI- and ultrasound-guided core needle biopsy can confirm histopathology. Although surgery with wide excisional margins is now the chief curative approach to localized disease, MPNST-specific survival has not improved in decades. For advanced and metastatic MPNST, radiation and chemotherapy (chiefly with anthracyclines plus ifosfamide) have somewhat promising but still largely uncertain treatment roles, chiefly in local control, downstaging, and palliation. No single druggable target has emerged, no objective responses have been observed with a number of targeted therapies (cumulative disease control rate in our review = 22.9-34.8%), and combinatorial approaches directed toward multiple signal transduction mechanisms are hallmarks of ongoing clinical trials. CONCLUSIONS Despite advances in our understanding of the genetics and molecular biology of MPNST, further research is warranted to: (1) unravel the complex pathogenesis of this condition; (2) improve diagnostic yield; (3) delineate the appropriate roles of chemotherapy and radiation; and (4) develop a targeted therapy (or combination of such treatments) that is well tolerated and prolongs survival.
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Affiliation(s)
- Neeta Somaiah
- Chair of Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | | | - Brian A Van Tine
- Medicine and of Pediatrics, Developmental Therapeutics (Phase 1) Program, Sarcoma Program, Washington University School of Medicine, Barnes and Jewish Hospital, Siteman Cancer Center, St. Louis, MO, USA
| | - Angela C Hirbe
- Medicine and Pediatrics, Adult Neurofibromatosis Clinical Program, Division of Oncology, Sarcoma Section, Couch Building, Room 3304, Washington University School of Medicine, Barnes Jewish Hospital, Siteman Cancer Center, 660 S. Euclid Avenue, Campus, Box 8076, St. Louis, MO, 63110-1010, USA.
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6
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Hirbe AC, Dehner CA, Dombi E, Eulo V, Gross AM, Sundby T, Lazar AJ, Widemann BC. Contemporary Approach to Neurofibromatosis Type 1-Associated Malignant Peripheral Nerve Sheath Tumors. Am Soc Clin Oncol Educ Book 2024; 44:e432242. [PMID: 38710002 PMCID: PMC11656191 DOI: 10.1200/edbk_432242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Most malignant peripheral nerve sheath tumors (MPNSTs) are clinically aggressive high-grade sarcomas, arising in individuals with neurofibromatosis type 1 (NF1) at a significantly elevated estimated lifetime frequency of 8%-13%. In the setting of NF1, MPNSTs arise from malignant transformation of benign plexiform neurofibroma and borderline atypical neurofibromas. Composed of neoplastic cells from the Schwannian lineage, these cancers recur in approximately 50% of individuals, and most patients die within five years of diagnosis, despite surgical resection, radiation, and chemotherapy. Treatment for metastatic disease is limited to cytotoxic chemotherapy and investigational clinical trials. In this article, we review the pathophysiology of this aggressive cancer and current approaches to surveillance and treatment.
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Affiliation(s)
- Angela C Hirbe
- Division of Oncology, Department of Medicine, Siteman Cancer Center, Barnes Jewish Hospital and Washington University School of Medicine, St Louis, MO
| | - Carina A Dehner
- Department of Anatomic Pathology and Laboratory Medicine, Indiana University, Indianapolis, IN
| | - Eva Dombi
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Vanessa Eulo
- Division of Oncology, Department of Medicine, University of Alabama, Birmingham, AL
| | - Andrea M Gross
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Taylor Sundby
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Alexander J Lazar
- Departments of Pathology & Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Brigitte C Widemann
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
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7
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Vasudevan HN, Payne E, Delley CL, John Liu S, Mirchia K, Sale MJ, Lastella S, Nunez MS, Lucas CHG, Eaton CD, Casey-Clyde T, Magill ST, Chen WC, Braunstein SE, Perry A, Jacques L, Reddy AT, Pekmezci M, Abate AR, McCormick F, Raleigh DR. Functional interactions between neurofibromatosis tumor suppressors underlie Schwann cell tumor de-differentiation and treatment resistance. Nat Commun 2024; 15:477. [PMID: 38216572 PMCID: PMC10786885 DOI: 10.1038/s41467-024-44755-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 01/03/2024] [Indexed: 01/14/2024] Open
Abstract
Schwann cell tumors are the most common cancers of the peripheral nervous system and can arise in patients with neurofibromatosis type-1 (NF-1) or neurofibromatosis type-2 (NF-2). Functional interactions between NF1 and NF2 and broader mechanisms underlying malignant transformation of the Schwann lineage are unclear. Here we integrate bulk and single-cell genomics, biochemistry, and pharmacology across human samples, cell lines, and mouse allografts to identify cellular de-differentiation mechanisms driving malignant transformation and treatment resistance. We find DNA methylation groups of Schwann cell tumors can be distinguished by differentiation programs that correlate with response to the MEK inhibitor selumetinib. Functional genomic screening in NF1-mutant tumor cells reveals NF2 loss and PAK activation underlie selumetinib resistance, and we find that concurrent MEK and PAK inhibition is effective in vivo. These data support a de-differentiation paradigm underlying malignant transformation and treatment resistance of Schwann cell tumors and elucidate a functional link between NF1 and NF2.
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Affiliation(s)
- Harish N Vasudevan
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA.
| | - Emily Payne
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Cyrille L Delley
- Department of Bioengineering, University of California San Francisco, San Francisco, CA, USA
| | - S John Liu
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA
| | - Kanish Mirchia
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA
| | - Matthew J Sale
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Sydney Lastella
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA
| | - Maria Sacconi Nunez
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | | | - Charlotte D Eaton
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA
| | - Tim Casey-Clyde
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA
| | - Stephen T Magill
- Department of Neurological Surgery, Northwestern University, Chicago, IL, USA
| | - William C Chen
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA
| | - Steve E Braunstein
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA
| | - Arie Perry
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA
| | - Line Jacques
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Alyssa T Reddy
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Melike Pekmezci
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA
| | - Adam R Abate
- Department of Bioengineering, University of California San Francisco, San Francisco, CA, USA
| | - Frank McCormick
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.
| | - David R Raleigh
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA, USA.
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA.
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA.
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8
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Bhunia MM, Stehn CM, Jubenville TA, Novacek EL, Larsson AT, Madala M, Suppiah S, Velez-Reyes GL, Williams KB, Sokolowski M, Williams RL, Finnerty SJ, Temiz NA, Caride A, Bhagwate AV, Nagaraj NK, Lee JH, Ordog T, Zadeh G, Largaespada DA. Multiomic analyses reveal new targets of polycomb repressor complex 2 in Schwann lineage cells and malignant peripheral nerve sheath tumors. Neurooncol Adv 2024; 6:vdae188. [PMID: 39620202 PMCID: PMC11606644 DOI: 10.1093/noajnl/vdae188] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2025] Open
Abstract
Background Malignant peripheral nerve sheath tumors (MPNSTs) can arise from atypical neurofibromas (ANF). Loss of the polycomb repressor complex 2 (PRC2) is a common event. Previous studies on PRC2-regulated genes in MPNST used genetic add-back experiments in highly aneuploid MPNST cell lines which may miss PRC2-regulated genes in NF1-mutant ANF-like precursor cells. A set of PRC2-regulated genes in human Schwann cells (SCs) has not been defined. We hypothesized that PRC2 loss has direct and indirect effects on gene expression resulting in MPNST, so we sought to identify PRC2-regulated genes in immortalized human Schwann cells (iHSCs). Methods We engineered NF1-deficient iHSCs with loss of function SUZ12 or EED mutations. RNA sequencing revealed 1327 differentially expressed genes to define PRC2-regulated genes. To investigate MPNST pathogenesis, we compared genes in iHSCs to consistent gene expression differences between ANF and MPNSTs. Chromatin immunoprecipitation sequencing was used to further define targets. Methylome and proteomic analyses were performed to further identify enriched pathways. Results We identified potential PRC2-regulated drivers of MPNST progression. Pathway analysis indicates many upregulated cancer-related pathways. We found transcriptional evidence for activated Notch and Sonic Hedgehog (SHH) signaling in PRC2-deficient iHSCs. Functional studies confirm that Notch signaling is active in MPNST cell lines, patient-derived xenografts, and transient cell models of PRC2 deficiency. A combination of MEK and γ-secretase inhibition shows synergy in MPNST cell lines. Conclusions We identified PRC2-regulated genes and potential drivers of MPNSTs. Our findings support the Notch pathway as a druggable target in MPNSTs. Our identification of PRC2-regulated genes and pathways could result in more novel therapeutic approaches.
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Affiliation(s)
- Minu M Bhunia
- Department of Genetics, Cell Biology and Development, University of Minnesota, Twin Cities, Minneapolis, Minnesota, USA
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Christopher M Stehn
- Department of Genetics, Cell Biology and Development, University of Minnesota, Twin Cities, Minneapolis, Minnesota, USA
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Tyler A Jubenville
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Ethan L Novacek
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Alex T Larsson
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Mahathi Madala
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Suganth Suppiah
- MacFeeters-Hamilton Center for Neuro-Oncology, Princess Margaret Cancer Center, Toronto, Ontario, Canada
- Division of Neurosurgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Germán L Velez-Reyes
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Kyle B Williams
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Mark Sokolowski
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Rory L Williams
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Samuel J Finnerty
- Department of Genetics, Cell Biology and Development, University of Minnesota, Twin Cities, Minneapolis, Minnesota, USA
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Nuri A Temiz
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Ariel Caride
- Epigenomics Development Laboratory, Epigenomics Program, Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Aditya V Bhagwate
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, USA
| | - Nagaswaroop K Nagaraj
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, USA
| | - Jeong-Heon Lee
- Epigenomics Development Laboratory, Epigenomics Program, Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Tamas Ordog
- Epigenomics Development Laboratory, Epigenomics Program, Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Gelareh Zadeh
- MacFeeters-Hamilton Center for Neuro-Oncology, Princess Margaret Cancer Center, Toronto, Ontario, Canada
- Division of Neurosurgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - David A Largaespada
- Department of Genetics, Cell Biology and Development, University of Minnesota, Twin Cities, Minneapolis, Minnesota, USA
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
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9
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Lemberg KM, Ali ES, Krecmerova M, Aguilar JMH, Alt J, Peters DE, Zhao L, Wu Y, Nuha N, Asara JM, Staedtke V, Pratilas CA, Majer P, Rais R, Ben-Sahra I, Slusher BS. Pro-905, a Novel Purine Antimetabolite, Combines with Glutamine Amidotransferase Inhibition to Suppress Growth of Malignant Peripheral Nerve Sheath Tumor. Mol Cancer Ther 2023; 22:1390-1403. [PMID: 37616542 PMCID: PMC10690047 DOI: 10.1158/1535-7163.mct-23-0258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/21/2023] [Accepted: 08/21/2023] [Indexed: 08/26/2023]
Abstract
Malignant peripheral nerve sheath tumors (MPNST) are highly aggressive soft-tissue sarcomas that arise from neural tissues and carry a poor prognosis. Previously, we found that the glutamine amidotransferase inhibitor JHU395 partially impeded tumor growth in preclinical models of MPNST. JHU395 inhibits de novo purine synthesis in human MPNST cells and murine tumors with partial decreases in purine monophosphates. On the basis of prior studies showing enhanced efficacy when glutamine amidotransferase inhibition was combined with the antimetabolite 6-mercaptopurine (6-MP), we hypothesized that such a combination would be efficacious in MPNST. Given the known toxicity associated with 6-MP, we set out to develop a more efficient and well-tolerated drug that targets the purine salvage pathway. Here, we report the discovery of Pro-905, a phosphoramidate protide that delivered the active nucleotide antimetabolite thioguanosine monophosphate (TGMP) to tumors over 2.5 times better than equimolar 6-MP. Pro-905 effectively prevented the incorporation of purine salvage substrates into nucleic acids and inhibited colony formation of human MPNST cells in a dose-dependent manner. In addition, Pro-905 inhibited MPNST growth and was well-tolerated in both human patient-derived xenograft (PDX) and murine flank MPNST models. When combined with JHU395, Pro-905 enhanced the colony formation inhibitory potency of JHU395 in human MPNST cells and augmented the antitumor efficacy of JHU395 in mice. In summary, the dual inhibition of the de novo and purine salvage pathways in preclinical models may safely be used to enhance therapeutic efficacy against MPNST.
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Affiliation(s)
- Kathryn M. Lemberg
- Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, Maryland
- Johns Hopkins Drug Discovery, Baltimore, Maryland
| | - Eunus S. Ali
- Department of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Marcela Krecmerova
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague, Czech Republic
| | | | - Jesse Alt
- Johns Hopkins Drug Discovery, Baltimore, Maryland
| | - Diane E. Peters
- Johns Hopkins Drug Discovery, Baltimore, Maryland
- Department of Pharmacology and Molecular Sciences, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Liang Zhao
- Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Ying Wu
- Johns Hopkins Drug Discovery, Baltimore, Maryland
| | - Naziba Nuha
- Johns Hopkins Drug Discovery, Baltimore, Maryland
| | - John M. Asara
- Division of Signal Transduction, Beth Israel Deaconess Medical Center and Department of Medicine, Harvard University School of Medicine, Boston, Massachusetts
| | - Verena Staedtke
- Department of Neurology, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Christine A. Pratilas
- Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Pavel Majer
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague, Czech Republic
| | - Rana Rais
- Johns Hopkins Drug Discovery, Baltimore, Maryland
- Department of Pharmacology and Molecular Sciences, School of Medicine, Johns Hopkins University, Baltimore, Maryland
- Department of Neurology, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Issam Ben-Sahra
- Department of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Barbara S. Slusher
- Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, Maryland
- Johns Hopkins Drug Discovery, Baltimore, Maryland
- Department of Pharmacology and Molecular Sciences, School of Medicine, Johns Hopkins University, Baltimore, Maryland
- Department of Neurology, School of Medicine, Johns Hopkins University, Baltimore, Maryland
- Departments of Medicine, Neuroscience, Psychiatry and Behavioral Sciences, School of Medicine, Johns Hopkins University, Baltimore, Maryland
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10
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Wang J, Calizo A, Zhang L, Pino JC, Lyu Y, Pollard K, Zhang X, Larsson AT, Conniff E, Llosa NJ, Wood DK, Largaespada DA, Moody SE, Gosline SJ, Hirbe AC, Pratilas CA. CDK4/6 inhibition enhances SHP2 inhibitor efficacy and is dependent upon RB function in malignant peripheral nerve sheath tumors. SCIENCE ADVANCES 2023; 9:eadg8876. [PMID: 38000020 PMCID: PMC10672174 DOI: 10.1126/sciadv.adg8876] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 10/24/2023] [Indexed: 11/26/2023]
Abstract
Malignant peripheral nerve sheath tumors (MPNSTs) are highly aggressive soft tissue sarcomas with limited treatment options, and new effective therapeutic strategies are desperately needed. We observe antiproliferative potency of genetic depletion of PTPN11 or pharmacological inhibition using the SHP2 inhibitor (SHP2i) TNO155. Our studies into the signaling response to SHP2i reveal that resistance to TNO155 is partially mediated by reduced RB function, and we therefore test the addition of a CDK4/6 inhibitor (CDK4/6i) to enhance RB activity and improve TNO155 efficacy. In combination, TNO155 attenuates the adaptive response to CDK4/6i, potentiates its antiproliferative effects, and converges on enhancement of RB activity, with greater suppression of cell cycle and inhibitor-of-apoptosis proteins, leading to deeper and more durable antitumor activity in in vitro and in vivo patient-derived models of MPNST, relative to either single agent. Overall, our study provides timely evidence to support the clinical advancement of this combination strategy in patients with MPNST and other tumors driven by loss of NF1.
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Affiliation(s)
- Jiawan Wang
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center (SKCCC) at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ana Calizo
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center (SKCCC) at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lindy Zhang
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center (SKCCC) at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - James C. Pino
- Pacific Northwest National Laboratory (PNNL), Seattle, WA, USA
| | - Yang Lyu
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Kai Pollard
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center (SKCCC) at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Xiaochun Zhang
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Alex T. Larsson
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Eric Conniff
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, USA
| | - Nicolas J. Llosa
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center (SKCCC) at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - David K. Wood
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, USA
| | - David A. Largaespada
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Susan E. Moody
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA
| | - Sara J. Gosline
- Pacific Northwest National Laboratory (PNNL), Seattle, WA, USA
| | - Angela C. Hirbe
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Christine A. Pratilas
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center (SKCCC) at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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11
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Larsson AT, Bhatia H, Calizo A, Pollard K, Zhang X, Conniff E, Tibbitts JF, Rono E, Cummins K, Osum SH, Williams KB, Crampton AL, Jubenville T, Schefer D, Yang K, Lyu Y, Pino JC, Bade J, Gross JM, Lisok A, Dehner CA, Chrisinger JSA, He K, Gosline SJC, Pratilas CA, Largaespada DA, Wood DK, Hirbe AC. Ex vivo to in vivo model of malignant peripheral nerve sheath tumors for precision oncology. Neuro Oncol 2023; 25:2044-2057. [PMID: 37246765 PMCID: PMC10628938 DOI: 10.1093/neuonc/noad097] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Indexed: 05/30/2023] Open
Abstract
BACKGROUND Malignant peripheral nerve sheath tumors (MPNST) are aggressive soft tissue sarcomas that often develop in patients with neurofibromatosis type 1 (NF1). To address the critical need for novel therapeutics in MPNST, we aimed to establish an ex vivo 3D platform that accurately captured the genomic diversity of MPNST and could be utilized in a medium-throughput manner for drug screening studies to be validated in vivo using patient-derived xenografts (PDX). METHODS Genomic analysis was performed on all PDX-tumor pairs. Selected PDX were harvested for assembly into 3D microtissues. Based on prior work in our labs, we evaluated drugs (trabectedin, olaparib, and mirdametinib) ex vivo and in vivo. For 3D microtissue studies, cell viability was the endpoint as assessed by Zeiss Axio Observer. For PDX drug studies, tumor volume was measured twice weekly. Bulk RNA sequencing was performed to identify pathways enriched in cells. RESULTS We developed 13 NF1-associated MPNST-PDX and identified mutations or structural abnormalities in NF1 (100%), SUZ12 (85%), EED (15%), TP53 (15%), CDKN2A (85%), and chromosome 8 gain (77%). We successfully assembled PDX into 3D microtissues, categorized as robust (>90% viability at 48 h), good (>50%), or unusable (<50%). We evaluated drug response to "robust" or "good" microtissues, namely MN-2, JH-2-002, JH-2-079-c, and WU-225. Drug response ex vivo predicted drug response in vivo, and enhanced drug effects were observed in select models. CONCLUSIONS These data support the successful establishment of a novel 3D platform for drug discovery and MPNST biology exploration in a system representative of the human condition.
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Affiliation(s)
- Alex T Larsson
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Himanshi Bhatia
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Ana Calizo
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins; Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kai Pollard
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins; Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Xiaochun Zhang
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Eric Conniff
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota, USA
| | - Justin F Tibbitts
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Elizabeth Rono
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota, USA
| | - Katherine Cummins
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota, USA
| | - Sara H Osum
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Kyle B Williams
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Alexandra L Crampton
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota, USA
| | - Tyler Jubenville
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Daniel Schefer
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Kuangying Yang
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Yang Lyu
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | - James C Pino
- Pacific Northwest National Laboratory, Seattle, Washington, USA
| | - Jessica Bade
- Pacific Northwest National Laboratory, Seattle, Washington, USA
| | - John M Gross
- Department of Pathology, Division of Surgical Pathology, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Alla Lisok
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins; Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Carina A Dehner
- Department of Pathology and Immunology, Washington University in St. Louis, Missouri, USA
| | - John S A Chrisinger
- Department of Pathology and Immunology, Washington University in St. Louis, Missouri, USA
| | - Kevin He
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
| | | | - Christine A Pratilas
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins; Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - David A Largaespada
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - David K Wood
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota, USA
| | - Angela C Hirbe
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis, St. Louis, Missouri, USA
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12
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Høland M, Berg KCG, Eilertsen IA, Bjerkehagen B, Kolberg M, Boye K, Lingjærde OC, Guren TK, Mandahl N, van den Berg E, Palmerini E, Smeland S, Picci P, Mertens F, Sveen A, Lothe RA. Transcriptomic subtyping of malignant peripheral nerve sheath tumours highlights immune signatures, genomic profiles, patient survival and therapeutic targets. EBioMedicine 2023; 97:104829. [PMID: 37837931 PMCID: PMC10585232 DOI: 10.1016/j.ebiom.2023.104829] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Revised: 09/26/2023] [Accepted: 09/26/2023] [Indexed: 10/16/2023] Open
Abstract
BACKGROUND Malignant peripheral nerve sheath tumour (MPNST) is an aggressive orphan disease commonly affecting adolescents or young adults. Current knowledge of molecular tumour biology has been insufficient for development of rational treatment strategies. We aimed to discover molecular subtypes of potential clinical relevance. METHODS Fresh frozen samples of MPNSTs (n = 94) and benign neurofibromas (n = 28) from 115 patients in a European multicentre study were analysed by DNA copy number and/or transcriptomic profiling. Unsupervised transcriptomic subtyping was performed and the subtypes characterized for genomic aberrations, clinicopathological associations and patient survival. FINDINGS MPNSTs were classified into two transcriptomic subtypes defined primarily by immune signatures and proliferative processes. "Immune active" MPNSTs (44%) had sustained immune signals relative to neurofibromas, were more frequently low-grade (P = 0.01) and had favourable prognostic associations in a multivariable model of disease-specific survival with clinicopathological factors (hazard ratio 0.25, P = 0.003). "Immune deficient" MPNSTs were more aggressive and characterized by proliferative signatures, high genomic complexity, aberrant TP53 and PRC2 loss, as well as high relative expression of several potential actionable targets (EGFR, ERBB2, EZH2, KIF11, PLK1, RRM2). Integrated gene-wise analyses suggested a DNA copy number-basis for proliferative transcriptomic signatures in particular, and the tumour copy number burden further stratified the transcriptomic subtypes according to patient prognosis (P < 0.01). INTERPRETATION Approximately half of MPNSTs belong to an "immune deficient" transcriptomic subtype associated with an aggressive disease course, PRC2 loss and expression of several potential therapeutic targets, providing a rationale for molecularly-guided intervention trials. FUNDING Research grants from non-profit organizations, as stated in the Acknowledgements.
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Affiliation(s)
- Maren Høland
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Kaja C G Berg
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Ina A Eilertsen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Bodil Bjerkehagen
- Institute for Clinical Medicine, University of Oslo, Oslo, Norway; Division of Laboratory Medicine, Department of Pathology, Oslo University Hospital, Oslo, Norway
| | - Matthias Kolberg
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Kjetil Boye
- Division of Cancer Medicine, Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Ole Christian Lingjærde
- Department of Informatics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
| | - Tormod K Guren
- Division of Cancer Medicine, Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Nils Mandahl
- Department of Clinical Genetics, University and Regional Laboratories, Lund University, Lund, Sweden
| | - Eva van den Berg
- Department of Genetics, The University Medical Center Groningen, the Netherlands
| | - Emanuela Palmerini
- Osteoncology, Bone and Soft Tissue Sarcomas and Innovative Therapies, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Sigbjørn Smeland
- Institute for Clinical Medicine, University of Oslo, Oslo, Norway; Division of Cancer Medicine, Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Piero Picci
- Laboratory of Experimental Oncology, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy
| | - Fredrik Mertens
- Department of Clinical Genetics, University and Regional Laboratories, Lund University, Lund, Sweden
| | - Anita Sveen
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Ragnhild A Lothe
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Institute for Clinical Medicine, University of Oslo, Oslo, Norway.
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13
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Akshintala S, Sundby RT, Bernstein D, Glod JW, Kaplan RN, Yohe ME, Gross AM, Derdak J, Lei H, Pan A, Dombi E, Palacio-Yance I, Herrera KR, Miettinen MM, Chen HX, Steinberg SM, Helman LJ, Mascarenhas L, Widemann BC, Navid F, Shern JF, Heske CM. Phase I trial of Ganitumab plus Dasatinib to Cotarget the Insulin-Like Growth Factor 1 Receptor and Src Family Kinase YES in Rhabdomyosarcoma. Clin Cancer Res 2023; 29:3329-3339. [PMID: 37398992 PMCID: PMC10529967 DOI: 10.1158/1078-0432.ccr-23-0709] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 05/05/2023] [Accepted: 06/29/2023] [Indexed: 07/04/2023]
Abstract
PURPOSE Antibodies against insulin-like growth factor (IGF) type 1 receptor have shown meaningful but transient tumor responses in patients with rhabdomyosarcoma (RMS). The SRC family member YES has been shown to mediate IGF type 1 receptor (IGF-1R) antibody acquired resistance, and cotargeting IGF-1R and YES resulted in sustained responses in murine RMS models. We conducted a phase I trial of the anti-IGF-1R antibody ganitumab combined with dasatinib, a multi-kinase inhibitor targeting YES, in patients with RMS (NCT03041701). PATIENTS AND METHODS Patients with relapsed/refractory alveolar or embryonal RMS and measurable disease were eligible. All patients received ganitumab 18 mg/kg intravenously every 2 weeks. Dasatinib dose was 60 mg/m2/dose (max 100 mg) oral once daily [dose level (DL)1] or 60 mg/m2/dose (max 70 mg) twice daily (DL2). A 3+3 dose escalation design was used, and maximum tolerated dose (MTD) was determined on the basis of cycle 1 dose-limiting toxicities (DLT). RESULTS Thirteen eligible patients, median age 18 years (range 8-29) enrolled. Median number of prior systemic therapies was 3; all had received prior radiation. Of 11 toxicity-evaluable patients, 1/6 had a DLT at DL1 (diarrhea) and 2/5 had a DLT at DL2 (pneumonitis, hematuria) confirming DL1 as MTD. Of nine response-evaluable patients, one had a confirmed partial response for four cycles, and one had stable disease for six cycles. Genomic studies from cell-free DNA correlated with disease response. CONCLUSIONS The combination of dasatinib 60 mg/m2/dose daily and ganitumab 18 mg/kg every 2 weeks was safe and tolerable. This combination had a disease control rate of 22% at 5 months.
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Affiliation(s)
- Srivandana Akshintala
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - R. Taylor Sundby
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Donna Bernstein
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - John W. Glod
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Rosandra N. Kaplan
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Marielle E. Yohe
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Frederick, Maryland
| | - Andrea M. Gross
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Joanne Derdak
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Haiyan Lei
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Alexander Pan
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Eva Dombi
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Isabel Palacio-Yance
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Kailey R. Herrera
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Markku M. Miettinen
- Laboratory of Pathology, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Helen X. Chen
- Cancer Therapy Evaluation Program (CTEP), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Seth M. Steinberg
- Biostatistics and Data Management, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Lee J. Helman
- Cancer and Blood Disease Institute, Children’s Hospital Los Angeles (CHLA), Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, California
- The Osteosarcoma Institute, Dallas, Texas
| | - Leo Mascarenhas
- Cancer and Blood Disease Institute, Children’s Hospital Los Angeles (CHLA), Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Brigitte C. Widemann
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Fariba Navid
- Cancer and Blood Disease Institute, Children’s Hospital Los Angeles (CHLA), Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Jack F. Shern
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
| | - Christine M. Heske
- Pediatric Oncology Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, Maryland
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14
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Dehner CA, Bell RC, Cao Y, He K, Chrisinger JS, Armstrong AE, Yohe M, Shern J, Hirbe AC. Loss of Chromosome 3q Is a Prognostic Marker in Fusion-Negative Rhabdomyosarcoma. JCO Precis Oncol 2023; 7:e2300037. [PMID: 37738543 PMCID: PMC10861018 DOI: 10.1200/po.23.00037] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 06/05/2023] [Accepted: 07/16/2023] [Indexed: 09/24/2023] Open
Abstract
PURPOSE Soft tissue sarcomas (STS) are rare mesenchymal neoplasms that frequently show complex chromosomal aberrations such as amplifications or deletions of DNA sequences or even whole chromosomes. We recently found that gain of chromosome (chr) 8 is associated with worse overall survival (OS) in STS as a group. We therefore aimed to investigate the overall copy number profile of rhabdomyosarcoma (RMS) to evaluate for prognostic signatures. METHODS Fluorescence in situ hybridization (FISH) testing was performed on a cohort of STS to assess for chr8 gain. Copy number variation (CNV) data from the National Cancer Institute were analyzed to assess for prognostically significant CNV aberrations in FOXO1 fusion-negative (FN)- versus fusion-positive (FP)-RMS. FISH testing was performed on a cohort of FN-RMS to assess for chr3q loss and correlate with outcomes. RESULTS Chr8 gain is a highly prevalent CNV in embryonal RMS and shows slightly improved prognosis. Meanwhile, loss of chr3q was associated with worse outcome in FN-RMS compared with FP-RMS. CONCLUSION The pathogenesis of STS including FN-RMS remains poorly understood, emphasizing the need for new therapeutic advances and adequate risk stratification. Our data demonstrate that loss of chr3q is associated with poor OS in FN-RMS, supporting it as an important tool for risk stratification.
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Affiliation(s)
- Carina A. Dehner
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO
- Department of Pathology/Dermatopathology, Indiana University, Indianapolis, IN
| | - Robert C. Bell
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | - Yang Cao
- Division of Oncology, Washington University School of Medicine, St Louis, MO
| | - Kevin He
- Division of Oncology, Washington University School of Medicine, St Louis, MO
| | - John S.A. Chrisinger
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO
| | - Amy E. Armstrong
- Division of Pediatric Hematology/Oncology, Washington University School of Medicine, St Louis, MO
| | - Marielle Yohe
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Jack Shern
- Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Angela C. Hirbe
- Division of Oncology, Washington University School of Medicine, St Louis, MO
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15
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Zhang X, Gopalan V, Syed N, Hannenhalli S, Shern JF. Protocol for using single-cell sequencing to study the heterogeneity of NF1 nerve sheath tumors from clinical biospecimens. STAR Protoc 2023; 4:102297. [PMID: 37167059 DOI: 10.1016/j.xpro.2023.102297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 03/23/2023] [Accepted: 04/20/2023] [Indexed: 05/13/2023] Open
Abstract
Single-cell sequencing is a powerful technology to understand the heterogeneity of clinical biospecimens. Here, we present a protocol for obtaining single-cell suspension from neurofibromatosis type 1-associated nerve sheath tumors for transcriptomic profiling on the 10x platform. We describe steps for clinical sample collection, generation of single-cell suspension, and cell capture and sequencing. We then detail methods for integrative analysis, developmental Schwann cell trajectory building using bioinformatic tools, and comparative analysis. This protocol can be adapted for single-cell sequencing using mouse nerve tumors. For complete details on the use and execution of this protocol, please refer to Zhang et al. (2022).1.
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Affiliation(s)
- Xiyuan Zhang
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA.
| | - Vishaka Gopalan
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Neeraja Syed
- Pediatric Oncology Branch Childhood Cancer Data Initiative, Frederick National Laboratory for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Sridhar Hannenhalli
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jack F Shern
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA.
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16
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Borcherding DC, Amin NV, He K, Zhang X, Lyu Y, Dehner C, Bhatia H, Gothra A, Daud L, Ruminski P, Pratilas CA, Pollard K, Sundby T, Widemann BC, Hirbe AC. MEK Inhibition Synergizes with TYK2 Inhibitors in NF1-Associated Malignant Peripheral Nerve Sheath Tumors. Clin Cancer Res 2023; 29:1592-1604. [PMID: 36799629 PMCID: PMC10102849 DOI: 10.1158/1078-0432.ccr-22-3722] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 01/23/2023] [Accepted: 02/15/2023] [Indexed: 02/18/2023]
Abstract
PURPOSE Malignant peripheral nerve sheath tumors (MPNST) are aggressive sarcomas with limited treatment options and poor survival rates. About half of MPNST cases are associated with the neurofibromatosis type 1 (NF1) cancer predisposition syndrome. Overexpression of TYK2 occurs in the majority of MPNST, implicating TYK2 as a therapeutic target. EXPERIMENTAL DESIGN The effects of pharmacologic TYK2 inhibition on MPNST cell proliferation and survival were examined using IncuCyte live cell assays in vitro, and downstream actions were analyzed using RNA-sequencing (RNA-seq), qPCR arrays, and validation of protein changes with the WES automated Western system. Inhibition of TYK2 alone and in combination with MEK inhibition was evaluated in vivo using both murine and human MPNST cell lines, as well as MPNST PDX. RESULTS Pharmacologic inhibition of TYK2 dose-dependently decreased proliferation and induced apoptosis over time. RNA-seq pathway analysis on TYK2 inhibitor-treated MPNST demonstrated decreased expression of cell cycle, mitotic, and glycolysis pathways. TYK2 inhibition resulted in upregulation of the MEK/ERK pathway gene expression, by both RNA-seq and qPCR array, as well as increased pERK1/2 levels by the WES Western system. The compensatory response was tested with dual treatment with TYK2 and MEK inhibitors, which synergistically decreased proliferation and increased apoptosis in vitro. Finally, combination therapy was shown to inhibit growth of MPNST in multiple in vivo models. CONCLUSIONS These data provide the preclinical rationale for the development of a phase I clinical trial of deucravacitinib and mirdametinib in NF1-assosciated MPNST.
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Affiliation(s)
- Dana C. Borcherding
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Neha V. Amin
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Kevin He
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Xiaochun Zhang
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Yang Lyu
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Carina Dehner
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri
| | - Himanshi Bhatia
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Angad Gothra
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Layla Daud
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Peter Ruminski
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Christine A. Pratilas
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland
| | - Kai Pollard
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland
| | - Taylor Sundby
- Pediatric Oncology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Brigitte C. Widemann
- Pediatric Oncology Branch, Center for Cancer Research, NCI, NIH, Bethesda, Maryland
| | - Angela C. Hirbe
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine, St. Louis, Missouri
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri
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17
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Adell MAY, Klockner TC, Höfler R, Wallner L, Schmid J, Markovic A, Martyniak A, Campbell CS. Adaptation to spindle assembly checkpoint inhibition through the selection of specific aneuploidies. Genes Dev 2023; 37:171-190. [PMID: 36859339 PMCID: PMC10111865 DOI: 10.1101/gad.350182.122] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 01/30/2023] [Indexed: 03/03/2023]
Abstract
Both the presence of an abnormal complement of chromosomes (aneuploidy) and an increased frequency of chromosome missegregation (chromosomal instability) are hallmarks of cancer. Analyses of cancer genome data have identified certain aneuploidy patterns in tumors; however, the bases behind their selection are largely unexplored. By establishing time-resolved long-term adaptation protocols, we found that human cells adapt to persistent spindle assembly checkpoint (SAC) inhibition by acquiring specific chromosome arm gains and losses. Independently adapted populations converge on complex karyotypes, which over time are refined to contain ever smaller chromosomal changes. Of note, the frequencies of chromosome arm gains in adapted cells correlate with those detected in cancers, suggesting that our cellular adaptation approach recapitulates selective traits that dictate the selection of aneuploidies frequently observed across many cancer types. We further engineered specific aneuploidies to determine the genetic basis behind the observed karyotype patterns. These experiments demonstrated that the adapted and engineered aneuploid cell lines limit CIN by extending mitotic duration. Heterozygous deletions of key SAC and APC/C genes recapitulated the rescue phenotypes of the monosomic chromosomes. We conclude that aneuploidy-induced gene dosage imbalances of individual mitotic regulators are sufficient for altering mitotic timing to reduce CIN.
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Affiliation(s)
- Manuel Alonso Y Adell
- Department of Chromosome Biology, Max Perutz Laboratories, University of Vienna, Vienna Biocenter (VBC), A-1030 Vienna, Austria
| | - Tamara C Klockner
- Department of Chromosome Biology, Max Perutz Laboratories, University of Vienna, Vienna Biocenter (VBC), A-1030 Vienna, Austria
| | - Rudolf Höfler
- Department of Chromosome Biology, Max Perutz Laboratories, University of Vienna, Vienna Biocenter (VBC), A-1030 Vienna, Austria
| | - Lea Wallner
- Department of Chromosome Biology, Max Perutz Laboratories, University of Vienna, Vienna Biocenter (VBC), A-1030 Vienna, Austria
| | - Julia Schmid
- Department of Chromosome Biology, Max Perutz Laboratories, University of Vienna, Vienna Biocenter (VBC), A-1030 Vienna, Austria
| | - Ana Markovic
- Department of Chromosome Biology, Max Perutz Laboratories, University of Vienna, Vienna Biocenter (VBC), A-1030 Vienna, Austria
| | - Anastasiia Martyniak
- Department of Chromosome Biology, Max Perutz Laboratories, University of Vienna, Vienna Biocenter (VBC), A-1030 Vienna, Austria
| | - Christopher S Campbell
- Department of Chromosome Biology, Max Perutz Laboratories, University of Vienna, Vienna Biocenter (VBC), A-1030 Vienna, Austria
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18
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Cortes-Ciriano I, Steele CD, Piculell K, Al-Ibraheemi A, Eulo V, Bui MM, Chatzipli A, Dickson BC, Borcherding DC, Feber A, Galor A, Hart J, Jones KB, Jordan JT, Kim RH, Lindsay D, Miller C, Nishida Y, Proszek PZ, Serrano J, Sundby RT, Szymanski JJ, Ullrich NJ, Viskochil D, Wang X, Snuderl M, Park PJ, Flanagan AM, Hirbe AC, Pillay N, Miller DT, for the Genomics of MPNST (GeM) Consortium. Genomic Patterns of Malignant Peripheral Nerve Sheath Tumor (MPNST) Evolution Correlate with Clinical Outcome and Are Detectable in Cell-Free DNA. Cancer Discov 2023; 13:654-671. [PMID: 36598417 PMCID: PMC9983734 DOI: 10.1158/2159-8290.cd-22-0786] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 11/09/2022] [Accepted: 12/16/2022] [Indexed: 01/05/2023]
Abstract
Malignant peripheral nerve sheath tumor (MPNST), an aggressive soft-tissue sarcoma, occurs in people with neurofibromatosis type 1 (NF1) and sporadically. Whole-genome and multiregional exome sequencing, transcriptomic, and methylation profiling of 95 tumor samples revealed the order of genomic events in tumor evolution. Following biallelic inactivation of NF1, loss of CDKN2A or TP53 with or without inactivation of polycomb repressive complex 2 (PRC2) leads to extensive somatic copy-number aberrations (SCNA). Distinct pathways of tumor evolution are associated with inactivation of PRC2 genes and H3K27 trimethylation (H3K27me3) status. Tumors with H3K27me3 loss evolve through extensive chromosomal losses followed by whole-genome doubling and chromosome 8 amplification, and show lower levels of immune cell infiltration. Retention of H3K27me3 leads to extensive genomic instability, but an immune cell-rich phenotype. Specific SCNAs detected in both tumor samples and cell-free DNA (cfDNA) act as a surrogate for H3K27me3 loss and immune infiltration, and predict prognosis. SIGNIFICANCE MPNST is the most common cause of death and morbidity for individuals with NF1, a relatively common tumor predisposition syndrome. Our results suggest that somatic copy-number and methylation profiling of tumor or cfDNA could serve as a biomarker for early diagnosis and to stratify patients into prognostic and treatment-related subgroups. This article is highlighted in the In This Issue feature, p. 517.
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Affiliation(s)
- Isidro Cortes-Ciriano
- European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, Cambridge, United Kingdom
| | - Christopher D. Steele
- Research Department of Pathology, University College London Cancer Institute, Bloomsbury, London, United Kingdom
| | - Katherine Piculell
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts
| | - Alyaa Al-Ibraheemi
- Department of Pathology, Boston Children's Hospital, Boston, Massachusetts
| | - Vanessa Eulo
- Division of Oncology, Department of Internal Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Marilyn M. Bui
- Department of Pathology, Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Aikaterini Chatzipli
- Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts
| | - Brendan C. Dickson
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Dana C. Borcherding
- Division of Oncology, Departments of Internal Medicine and Pediatrics, Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri
| | - Andrew Feber
- Clinical Genomics Translational Research, Institute of Cancer Research, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Alon Galor
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Jesse Hart
- Department of Pathology, Lifespan Laboratories, Rhode Island Hospital, Providence, Rhode Island
| | - Kevin B. Jones
- Departments of Orthopaedics and Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah
| | - Justin T. Jordan
- Pappas Center for Neuro-oncology, Massachusetts General Hospital, Boston, Massachusetts
| | - Raymond H. Kim
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Sinai Health System, Toronto, Ontario, Canada
- Hospital for Sick Children, University of Toronto, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Daniel Lindsay
- Department of Histopathology, Royal National Orthopaedic Hospital, NHS Trust, Middlesex, United Kingdom
| | - Colin Miller
- European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, Cambridge, United Kingdom
| | - Yoshihiro Nishida
- Department of Rehabilitation Medicine, Nagoya University Hospital, Nagoya, Aichi, Japan
| | - Paula Z. Proszek
- Clinical Genomics Translational Research, Institute of Cancer Research, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Jonathan Serrano
- Department of Pathology, New York University Langone Health, Perlmutter Cancer Center, New York City, New York
| | - R. Taylor Sundby
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Jeffrey J. Szymanski
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri
| | - Nicole J. Ullrich
- Department of Neurology, Boston Children's Hospital, Boston, Massachusetts
| | - David Viskochil
- Division of Medical Genetics, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah
| | - Xia Wang
- GeneHome, Department of Individualized Cancer Management, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Matija Snuderl
- Department of Pathology, New York University Langone Health, Perlmutter Cancer Center, New York City, New York
| | - Peter J. Park
- Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts
| | - Adrienne M. Flanagan
- Research Department of Pathology, University College London Cancer Institute, Bloomsbury, London, United Kingdom
- Department of Histopathology, Royal National Orthopaedic Hospital, NHS Trust, Middlesex, United Kingdom
| | - Angela C. Hirbe
- Division of Oncology, Departments of Internal Medicine and Pediatrics, Siteman Cancer Center, Washington University School of Medicine, St. Louis, Missouri
| | - Nischalan Pillay
- Research Department of Pathology, University College London Cancer Institute, Bloomsbury, London, United Kingdom
- Department of Histopathology, Royal National Orthopaedic Hospital, NHS Trust, Middlesex, United Kingdom
| | - David T. Miller
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts
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19
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Wang J, Calizo A, Zhang L, Pino JC, Lyu Y, Pollard K, Zhang X, Larsson AT, Conniff E, Llosa N, Wood DK, Largaespada DA, Moody SE, Gosline SJ, Hirbe AC, Pratilas CA. CDK4/6 inhibition enhances SHP2 inhibitor efficacy and is dependent upon restoration of RB function in malignant peripheral nerve sheath tumors. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.02.526674. [PMID: 36778419 PMCID: PMC9915673 DOI: 10.1101/2023.02.02.526674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
Malignant peripheral nerve sheath tumors (MPNST) are highly aggressive soft tissue sarcomas with limited treatment options, and novel effective therapeutic strategies are desperately needed. We observe anti-proliferative efficacy of genetic depletion or pharmacological inhibition using the clinically available SHP2 inhibitor (SHP2i) TNO155. Our studies into the signaling response to SHP2i reveal that resistance to TNO155 is partially mediated by reduced RB function, and we therefore test the addition of a CDK4/6 inhibitor (CDK4/6i) to enhance RB activity and improve TNO155 efficacy. In combination, TNO155 attenuates the adaptive response to CDK4/6i, potentiates its anti-proliferative effects, and converges on enhancement of RB activity, with greater suppression of cell cycle and inhibitor-of-apoptosis proteins, leading to deeper and more durable anti-tumor activity in in vitro and in vivo patient-derived models of MPNST, relative to either single agent. Overall, our study provides timely evidence to support the clinical advancement of this combination strategy in patients with MPNST and other tumors driven by loss of NF1.
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Affiliation(s)
- Jiawan Wang
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine; Baltimore, MD, USA
| | - Ana Calizo
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine; Baltimore, MD, USA
| | - Lindy Zhang
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine; Baltimore, MD, USA
| | - James C. Pino
- Pacific Northwest National Laboratory; Seattle, WA, USA
| | - Yang Lyu
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis; St. Louis, MO, USA
| | - Kai Pollard
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine; Baltimore, MD, USA
| | - Xiaochun Zhang
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis; St. Louis, MO, USA
| | - Alex T. Larsson
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota; Minneapolis, MN, USA
| | - Eric Conniff
- Department of Biomedical Engineering, University of Minnesota; Minneapolis, MN, USA
| | - Nicolas Llosa
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine; Baltimore, MD, USA
| | - David K. Wood
- Department of Biomedical Engineering, University of Minnesota; Minneapolis, MN, USA
| | - David A. Largaespada
- Department of Pediatrics, Masonic Cancer Center, University of Minnesota; Minneapolis, MN, USA
| | - Susan E. Moody
- Novartis Institutes for Biomedical Research; Cambridge, MA, USA
| | | | - Angela C. Hirbe
- Division of Oncology, Department of Internal Medicine, Siteman Cancer Center, Washington University in St. Louis; St. Louis, MO, USA
| | - Christine A. Pratilas
- Division of Pediatric Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Department of Oncology and Pediatrics, Johns Hopkins University School of Medicine; Baltimore, MD, USA
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20
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Zhang X, Lou HE, Gopalan V, Liu Z, Jafarah HM, Lei H, Jones P, Sayers CM, Yohe ME, Chittiboina P, Widemann BC, Thiele CJ, Kelly MC, Hannenhalli S, Shern JF. Single-cell sequencing reveals activation of core transcription factors in PRC2-deficient malignant peripheral nerve sheath tumor. Cell Rep 2022; 40:111363. [PMID: 36130486 PMCID: PMC9585487 DOI: 10.1016/j.celrep.2022.111363] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 05/16/2022] [Accepted: 08/24/2022] [Indexed: 11/26/2022] Open
Abstract
Loss-of-function mutations in the polycomb repressive complex 2 (PRC2) occur frequently in malignant peripheral nerve sheath tumor, an aggressive sarcoma that arises from NF1-deficient Schwann cells. To define the oncogenic mechanisms underlying PRC2 loss, we use engineered cells that dynamically reassemble a competent PRC2 coupled with single-cell sequencing from clinical samples. We discover a two-pronged oncogenic process: first, PRC2 loss leads to remodeling of the bivalent chromatin and enhancer landscape, causing the upregulation of developmentally regulated transcription factors that enforce a transcriptional circuit serving as the cell's core vulnerability. Second, PRC2 loss reduces type I interferon signaling and antigen presentation as downstream consequences of hyperactivated Ras and its cross talk with STAT/IRF transcription factors. Mapping of the transcriptional program of these PRC2-deficient tumor cells onto a constructed developmental trajectory of normal Schwann cells reveals that changes induced by PRC2 loss enforce a cellular profile characteristic of a primitive mesenchymal neural crest stem cell.
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Affiliation(s)
- Xiyuan Zhang
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Hannah E Lou
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Vishaka Gopalan
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Zhihui Liu
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Hilda M Jafarah
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Haiyan Lei
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Paige Jones
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Carly M Sayers
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Marielle E Yohe
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Prashant Chittiboina
- Neurosurgery Unit for Pituitary and Inheritable Diseases, National Institute of Neurological Diseases and Stroke, Bethesda, MD 20892, USA
| | - Brigitte C Widemann
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Carol J Thiele
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Michael C Kelly
- Center for Cancer Research Single Cell Analysis Facility, Cancer Research Technology Program, Frederick National Laboratory, Bethesda, MD 20892, USA
| | - Sridhar Hannenhalli
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jack F Shern
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA.
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21
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Sharbatoghli M, Fattahi F, Aboulkheyr Es H, Akbari A, Akhavan S, Ebrahimi M, Asadi-Lari M, Totonchi M, Madjd Z. Copy Number Variation of Circulating Tumor DNA (ctDNA) Detected Using NIPT in Neoadjuvant Chemotherapy-Treated Ovarian Cancer Patients. Front Genet 2022; 13:938985. [PMID: 35938032 PMCID: PMC9355329 DOI: 10.3389/fgene.2022.938985] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 06/15/2022] [Indexed: 12/24/2022] Open
Abstract
Analysis of circulating tumor DNA (ctDNA) can be used to characterize and monitor cancers. Recently, non-invasive prenatal testing (NIPT) as a new next-generation sequencing (NGS)-based approach has been applied for detecting ctDNA. This study aimed to investigate the copy number variations (CNVs) utilizing the non-invasive prenatal testing in plasma ctDNA from ovarian cancer (OC) patients who were treated with neoadjuvant chemotherapy (NAC). The plasma samples of six patients, including stages II–IV, were collected during the pre- and post-NAC treatment that were divided into NAC-sensitive and NAC-resistant groups during the follow-up time. CNV analysis was performed using the NIPT via two methods “an open-source algorithm WISECONDORX and NextGENe software.” Results of these methods were compared in pre- and post-NAC of OC patients. Finally, bioinformatics tools were used for data mining from The Cancer Genome Atlas (TCGA) to investigate CNVs in OC patients. WISECONDORX analysis indicated fewer CNV changes on chromosomes before treatment in the NAC-sensitive rather than NAC-resistant patients. NextGENe data indicated that CNVs are not only observed in the coding genes but also in non-coding genes. CNVs in six genes were identified, including HSF1, TMEM249, MROH1, GSTT2B, ABR, and NOMO2, only in NAC-resistant patients. The comparison of these six genes in NAC-resistant patients with The Cancer Genome Atlas data illustrated that the total alteration frequency is amplification, and the highest incidence of the CNVs (≥35% based on TCGA data) is found in MROH1, TMEM249, and HSF1 genes on the chromosome (Chr) 8. Based on TCGA data, survival analysis showed a significant reduction in the overall survival among chemotherapy-resistant patients as well as a high expression level of these three genes compared to that of sensitive samples (all, p < 0.0001). The continued Chr8 study using WISECONDORX revealed CNV modifications in NAC-resistant patients prior to NAC therapy, but no CNV changes were observed in NAC-sensitive individuals. Our findings showed that low coverage whole-genome sequencing analysis used for NIPT could identify CNVs in ctDNA of OC patients before and after chemotherapy. These CNVs are different in NAC-sensitive and -resistant patients highlighting the potential application of this approach in cancer patient management.
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Affiliation(s)
- Mina Sharbatoghli
- Oncopathology Research Center, Iran University of Medical Sciences (IUMS), Tehran, Iran
- Department of Embryology, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | - Fahimeh Fattahi
- Oncopathology Research Center, Iran University of Medical Sciences (IUMS), Tehran, Iran
| | | | - Arvand Akbari
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
| | - Setareh Akhavan
- Department of Gynecologic Oncology, Vali-Asr Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Marzieh Ebrahimi
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Mohsen Asadi-Lari
- Oncopathology Research Center, Iran University of Medical Sciences (IUMS), Tehran, Iran
- Department of Epidemiology, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | - Mehdi Totonchi
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
- *Correspondence: Zahra Madjd, ; Mehdi Totonchi,
| | - Zahra Madjd
- Oncopathology Research Center, Iran University of Medical Sciences (IUMS), Tehran, Iran
- Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
- *Correspondence: Zahra Madjd, ; Mehdi Totonchi,
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22
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Somatilaka BN, Sadek A, McKay RM, Le LQ. Malignant peripheral nerve sheath tumor: models, biology, and translation. Oncogene 2022; 41:2405-2421. [PMID: 35393544 PMCID: PMC9035132 DOI: 10.1038/s41388-022-02290-1] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 03/16/2022] [Accepted: 03/21/2022] [Indexed: 01/29/2023]
Abstract
Malignant peripheral nerve sheath tumors (MPNSTs) are aggressive, invasive cancer that comprise around 10% of all soft tissue sarcomas and develop in about 8-13% of patients with Neurofibromatosis Type 1. They are associated with poor prognosis and are the leading cause of mortality in NF1 patients. MPNSTs can also develop sporadically or following exposure to radiation. There is currently no effective targeted therapy to treat MPNSTs and surgical removal remains the mainstay treatment. Unfortunately, surgery is not always possible due to the size and location of the tumor, thus, a better understanding of MPNST initiation and development is required to design novel therapeutics. Here, we provide an overview of MPNST biology and genetics, discuss findings regarding the developmental origin of MPNST, and summarize the various model systems employed to study MPNST. Finally, we discuss current management strategies for MPNST, as well as recent developments in translating basic research findings into potential therapies.
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Affiliation(s)
- Bandarigoda N. Somatilaka
- Department of Dermatology, University of Texas Southwestern
Medical Center at Dallas, Dallas, Texas, 75390-9069, USA
| | - Ali Sadek
- Department of Dermatology, University of Texas Southwestern
Medical Center at Dallas, Dallas, Texas, 75390-9069, USA
| | - Renee M. McKay
- Department of Dermatology, University of Texas Southwestern
Medical Center at Dallas, Dallas, Texas, 75390-9069, USA
| | - Lu Q. Le
- Department of Dermatology, University of Texas Southwestern
Medical Center at Dallas, Dallas, Texas, 75390-9069, USA,Simmons Comprehensive Cancer Center, University of Texas
Southwestern Medical Center at Dallas, Dallas, Texas, 75390-9069, USA,UTSW Comprehensive Neurofibromatosis Clinic, University of
Texas Southwestern Medical Center at Dallas, Dallas, Texas, 75390-9069, USA,Hamon Center for Regenerative Science and Medicine,
University of Texas Southwestern Medical Center at Dallas, Dallas, Texas,
75390-9069, USA,O’Donnell Brain Institute, University of Texas
Southwestern Medical Center at Dallas, Dallas, Texas, 75390-9069, USA
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23
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Genetic Characterization, Current Model Systems and Prognostic Stratification in PAX Fusion-Negative vs. PAX Fusion-Positive Rhabdomyosarcoma. Genes (Basel) 2021; 12:genes12101500. [PMID: 34680895 PMCID: PMC8535289 DOI: 10.3390/genes12101500] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 09/19/2021] [Accepted: 09/24/2021] [Indexed: 12/17/2022] Open
Abstract
Rhabdomyosarcoma (RMS) is the most common soft tissue sarcoma in children and adolescents and accounts for approximately 2% of soft tissue sarcomas in adults. It is subcategorized into distinct subtypes based on histological features and fusion status (PAX-FOXO1/VGLL2/NCOA2). Despite advances in our understanding of the pathobiological and molecular landscape of RMS, the prognosis of these tumors has not significantly improved in recent years. Developing a better understanding of genetic abnormalities and risk stratification beyond the fusion status are crucial to developing better therapeutic strategies. Herein, we aim to highlight the genetic pathways/abnormalities involved, specifically in fusion-negative RMS, assess the currently available model systems to study RMS pathogenesis, and discuss available prognostic factors as well as their importance for risk stratification to achieve optimal therapeutic management.
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Szymanski JJ, Sundby RT, Jones PA, Srihari D, Earland N, Harris PK, Feng W, Qaium F, Lei H, Roberts D, Landeau M, Bell J, Huang Y, Hoffman L, Spencer M, Spraker MB, Ding L, Widemann BC, Shern JF, Hirbe AC, Chaudhuri AA. Cell-free DNA ultra-low-pass whole genome sequencing to distinguish malignant peripheral nerve sheath tumor (MPNST) from its benign precursor lesion: A cross-sectional study. PLoS Med 2021; 18:e1003734. [PMID: 34464388 PMCID: PMC8407545 DOI: 10.1371/journal.pmed.1003734] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Accepted: 07/14/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The leading cause of mortality for patients with the neurofibromatosis type 1 (NF1) cancer predisposition syndrome is the development of malignant peripheral nerve sheath tumor (MPNST), an aggressive soft tissue sarcoma. In the setting of NF1, this cancer type frequently arises from within its common and benign precursor, plexiform neurofibroma (PN). Transformation from PN to MPNST is challenging to diagnose due to difficulties in distinguishing cross-sectional imaging results and intralesional heterogeneity resulting in biopsy sampling errors. METHODS AND FINDINGS This multi-institutional study from the National Cancer Institute and Washington University in St. Louis used fragment size analysis and ultra-low-pass whole genome sequencing (ULP-WGS) of plasma cell-free DNA (cfDNA) to distinguish between MPNST and PN in patients with NF1. Following in silico enrichment for short cfDNA fragments and copy number analysis to estimate the fraction of plasma cfDNA originating from tumor (tumor fraction), we developed a noninvasive classifier that differentiates MPNST from PN with 86% pretreatment accuracy (91% specificity, 75% sensitivity) and 89% accuracy on serial analysis (91% specificity, 83% sensitivity). Healthy controls without NF1 (participants = 16, plasma samples = 16), PN (participants = 23, plasma samples = 23), and MPNST (participants = 14, plasma samples = 46) cohorts showed significant differences in tumor fraction in plasma (P = 0.001) as well as cfDNA fragment length (P < 0.001) with MPNST samples harboring shorter fragments and being enriched for tumor-derived cfDNA relative to PN and healthy controls. No other covariates were significant on multivariate logistic regression. Mutational analysis demonstrated focal NF1 copy number loss in PN and MPNST patient plasma but not in healthy controls. Greater genomic instability including alterations associated with malignant transformation (focal copy number gains in chromosome arms 1q, 7p, 8q, 9q, and 17q; focal copy number losses in SUZ12, SMARCA2, CDKN2A/B, and chromosome arms 6p and 9p) was more prominently observed in MPNST plasma. Furthermore, the sum of longest tumor diameters (SLD) visualized by cross-sectional imaging correlated significantly with paired tumor fractions in plasma from MPNST patients (r = 0.39, P = 0.024). On serial analysis, tumor fraction levels in plasma dynamically correlated with treatment response to therapy and minimal residual disease (MRD) detection before relapse. Study limitations include a modest MPNST sample size despite accrual from 2 major referral centers for this rare malignancy, and lack of uniform treatment and imaging protocols representing a real-world cohort. CONCLUSIONS Tumor fraction levels derived from cfDNA fragment size and copy number alteration analysis of plasma cfDNA using ULP-WGS significantly correlated with MPNST tumor burden, accurately distinguished MPNST from its benign PN precursor, and dynamically correlated with treatment response. In the future, our findings could form the basis for improved early cancer detection and monitoring in high-risk cancer-predisposed populations.
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Affiliation(s)
- Jeffrey J. Szymanski
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - R. Taylor Sundby
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Paul A. Jones
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Divya Srihari
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Noah Earland
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Peter K. Harris
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Wenjia Feng
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Faridi Qaium
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Haiyan Lei
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - David Roberts
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Michele Landeau
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Jamie Bell
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Yi Huang
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Leah Hoffman
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Melissa Spencer
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Matthew B. Spraker
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Siteman Cancer Center, Barnes Jewish Hospital and Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Li Ding
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Siteman Cancer Center, Barnes Jewish Hospital and Washington University School of Medicine, St. Louis, Missouri, United States of America
- McDonnel Genome Institute, Washington University in Saint Louis, Missouri, United States of America
- Department of Genetics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Brigitte C. Widemann
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Jack F. Shern
- Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
- * E-mail: (JFS); (ACH); (AAC)
| | - Angela C. Hirbe
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Siteman Cancer Center, Barnes Jewish Hospital and Washington University School of Medicine, St. Louis, Missouri, United States of America
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, United States of America
- * E-mail: (JFS); (ACH); (AAC)
| | - Aadel A. Chaudhuri
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Siteman Cancer Center, Barnes Jewish Hospital and Washington University School of Medicine, St. Louis, Missouri, United States of America
- Department of Biomedical Engineering, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, Missouri, United States of America
- * E-mail: (JFS); (ACH); (AAC)
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