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Ishak CA, Marhon SA, Tchrakian N, Hodgson A, Loo Yau H, Gonzaga IM, Peralta M, Lungu IM, Gomez S, Liang SB, Shen SY, Chen R, Chen J, Chatterjee B, Wanniarachchi KN, Lee J, Zehrbach N, Hosseini A, Mehdipour P, Sun S, Solovyov A, Ettayebi I, Francis KE, He A, Wu T, Feng S, da Silva Medina T, Campos de Almeida F, Bayani J, Li J, MacDonald S, Wang Y, Garcia SS, Arthofer E, Diab N, Srivastava A, Austin PT, Sabatini PJB, Greenbaum BD, O'Brien CA, Shepherd TG, Tsao MS, Chiappinelli KB, Oza AM, Clarke BA, Rottapel R, Lheureux S, De Carvalho DD. Chronic Viral Mimicry Induction following p53 Loss Promotes Immune Evasion. Cancer Discov 2025; 15:793-817. [PMID: 39776167 DOI: 10.1158/2159-8290.cd-24-0094] [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: 01/17/2024] [Revised: 10/02/2024] [Accepted: 01/02/2025] [Indexed: 01/11/2025]
Abstract
SIGNIFICANCE Our landmark discovery of viral mimicry characterized repetitive elements as immunogenic stimuli that cull cancer cells. If expressed repetitive elements cull cancer cells, why does every human cancer express repetitive elements? Our report offers an exciting advancement toward understanding this paradox and how to exploit this mechanism for cancer interception. See related commentary by Murayama and Cañadas, p. 670.
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Affiliation(s)
- Charles A Ishak
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Department of Epigenetics and Molecular Carcinogenesis, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sajid A Marhon
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Naïri Tchrakian
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Anjelica Hodgson
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Helen Loo Yau
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Isabela M Gonzaga
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Melanie Peralta
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Ilinca M Lungu
- Diagnostic Development Program, Ontario Institute of Cancer Research, Toronto, Canada
| | - Stephanie Gomez
- Department of Microbiology, Immunology and Tropical Medicine, The George Washington University Cancer Center, The George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Sheng-Ben Liang
- Princess Margaret Cancer Biobank, University Health Network, Toronto, Canada
| | - Shu Yi Shen
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Raymond Chen
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Jocelyn Chen
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Biji Chatterjee
- Department of Epigenetics and Molecular Carcinogenesis, University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Kevin N Wanniarachchi
- Department of Epigenetics and Molecular Carcinogenesis, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Junwoo Lee
- Department of Epigenetics and Molecular Carcinogenesis, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Nicholas Zehrbach
- Department of Epigenetics and Molecular Carcinogenesis, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Amir Hosseini
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Ludwig Institute for Cancer Research, University of Oxford, Oxford, United Kingdom
| | - Parinaz Mehdipour
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Ludwig Institute for Cancer Research, University of Oxford, Oxford, United Kingdom
| | - Siyu Sun
- Department of Epidemiology and Biostatistics, Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Alexander Solovyov
- Department of Epidemiology and Biostatistics, Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ilias Ettayebi
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Kyle E Francis
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Aobo He
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Taiyi Wu
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Shengrui Feng
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | | | | | - Jane Bayani
- Diagnostic Development Program, Ontario Institute of Cancer Research, Toronto, Canada
| | - Jason Li
- Diagnostic Development Program, Ontario Institute of Cancer Research, Toronto, Canada
| | - Spencer MacDonald
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Yadong Wang
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Sarah S Garcia
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Elisa Arthofer
- Department of Microbiology, Immunology and Tropical Medicine, The George Washington University Cancer Center, The George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Noor Diab
- Department of Microbiology, Immunology and Tropical Medicine, The George Washington University Cancer Center, The George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Aneil Srivastava
- Department of Microbiology, Immunology and Tropical Medicine, The George Washington University Cancer Center, The George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Paul Tran Austin
- Department of Microbiology, Immunology and Tropical Medicine, The George Washington University Cancer Center, The George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Peter J B Sabatini
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Benjamin D Greenbaum
- Department of Epidemiology and Biostatistics, Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Trevor G Shepherd
- Department of Obstetrics and Gynaecology, Western University, London, Canada
| | - Ming Sound Tsao
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Katherine B Chiappinelli
- Department of Microbiology, Immunology and Tropical Medicine, The George Washington University Cancer Center, The George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Amit M Oza
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Blaise A Clarke
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Robert Rottapel
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Stephanie Lheureux
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Daniel D De Carvalho
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
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2
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de Santiago PR, Sato S, Zhang SJ, Dougher MC, Devins KM, Bilecz AJ, Rayamajhi S, Mingo G, Rendulich HS, Feng Y, Wu C, Taylor MS, Zhuravlev Y, Jung E, Omran DK, Wang TL, Shih IM, Schwartz LE, Kim S, Morgan MA, Tanyi JL, Burns KH, Lengyel E, Parra-Herran C, Godwin AK, Walt DR, Drapkin R. LINE-1 ORF1p expression occurs in clear cell ovarian carcinoma precursors and is a candidate blood biomarker. NPJ Precis Oncol 2025; 9:62. [PMID: 40050409 PMCID: PMC11885553 DOI: 10.1038/s41698-025-00849-1] [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: 06/14/2024] [Accepted: 02/24/2025] [Indexed: 03/09/2025] Open
Abstract
Long interspersed element 1 (LINE-1) retrotransposons are repetitive sequences that can move within the genome by an autonomous mechanism. To limit their mutagenic potential, benign cells restrict LINE-1 expression through molecular mechanisms such as DNA methylation and histone modification, but these mechanisms are usually impaired in cancer. Clear cell ovarian carcinoma (CCOC) represents 5-10% of ovarian cancers and is thought to arise from endometriosis. Women with advanced CCOC face poor prognoses, highlighting the importance of understanding early disease pathogenesis. In our study, 33 of 40 cases (over 82%) of CCOC tumors express ORF1p, a LINE-1-encoded protein. We found that LINE-1 de-repression is an early event in CCOC, as ORF1p is enhanced during the transition from typical to atypical endometriosis and persists in invasive cancer. Finally, using single-molecule array (Simoa) assays, we detected ORF1p in patient blood, suggesting it as a potential minimally invasive biomarker for this disease.
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Affiliation(s)
- Pamela R de Santiago
- Penn Ovarian Cancer Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sho Sato
- Penn Ovarian Cancer Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Stephanie J Zhang
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, USA
| | - Meaghan C Dougher
- Department of Pathology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Kyle M Devins
- Department of Pathology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Agnes J Bilecz
- Department of Obstetrics and Gynecology/Section of Gynecologic Oncology, University of Chicago, Chicago, IL, USA
| | - Sagar Rayamajhi
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | - Gabriel Mingo
- Penn Ovarian Cancer Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Hannah S Rendulich
- Penn Ovarian Cancer Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Yi Feng
- Penn Ovarian Cancer Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Connie Wu
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, USA
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Yelena Zhuravlev
- Penn Ovarian Cancer Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Euihye Jung
- Penn Ovarian Cancer Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Dalia K Omran
- Penn Ovarian Cancer Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Tian-Li Wang
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ie-Ming Shih
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lauren E Schwartz
- Department of Pathology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Sarah Kim
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Mark A Morgan
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Janos L Tanyi
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Kathleen H Burns
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Pathology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Ernst Lengyel
- Department of Obstetrics and Gynecology/Section of Gynecologic Oncology, University of Chicago, Chicago, IL, USA
| | - Carlos Parra-Herran
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Andrew K Godwin
- Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA
- Kansas Institute for Precision Medicine, University of Kansas Medical Center, Kansas City, KS, USA
| | - David R Walt
- Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, USA
| | - Ronny Drapkin
- Penn Ovarian Cancer Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Hospital of the University of Pennsylvania, Philadelphia, PA, USA.
- Basser Center for BRCA, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
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3
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Karkas R, Abdullah KSA, Kaizer L, Ürmös Á, Raya M, Tiszlavicz L, Pankotai T, Nagy I, Mátés L, Sükösd F. LINE-1 ORF1p is a Promising Biomarker in Cervical Intraepithelial Neoplasia Degree Assessment. Int J Gynecol Pathol 2025; 44:22-30. [PMID: 38920137 PMCID: PMC11627315 DOI: 10.1097/pgp.0000000000001035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/27/2024]
Abstract
Cervical intraepithelial neoplasia (CIN) represents a spectrum of preinvasive squamous lesions within the cervical epithelium, whose identification is a diagnostic challenge due to subtle histomorphological differences among its categories. This study explores ORF1p, a nucleic acid-binding protein derived from long interspersed nuclear element-1 (LINE-1), as a potential biomarker for enhancing CIN diagnosis. A comprehensive analysis of 143 cervical specimens, encompassing CIN I (n=20), CIN II (n=46), CIN III (n=14), invasive cancer (n=32), and nondysplastic cases (normal cervical epithelia (n=24) and atrophy (n=7) were conducted. ORF1p, Ki67, and p16 expressions were evaluated using immunohistochemistry. ORF1p immunopositivity was detected in the vast majority [110/112 (98.2%)] of dysplastic and neoplastic (CIN and invasive cancer) specimens, whereas 19/24 (79.2%) of normal cervical specimens lacked ORF1p expression. The observed pattern of ORF1p expression showed a progressively increasing extent and intensity with advancing CIN grades. CIN I exhibited mild ORF1p expression in the lower one or two-thirds of the cervical epithelium [14/16 (87.5%)], whereas CIN II demonstrated moderate to strong ORF1p expression spanning the lower two-thirds [29/46 (63.0%)]. Pronounced transepithelial ORF1p immunopositivity characterized CIN III cases [13/14 (92.8%)] and cervical cancer [30/32 (93.8%)]. These findings propose ORF1p as a valuable indicator even for detecting CIN I, effectively discerning them from normal cervical tissue (p < 0.0001). Our findings underscore the potential of ORF1p as an early diagnostic marker for cervical neoplasia.
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Affiliation(s)
- Réka Karkas
- Laboratory of Cancer Genome Research, Institute of Genetics, HUN-REN Biological Research Centre, Szeged, Hungary
- Doctoral School of Multidisciplinary Medical Sciences, University of Szeged, Albert Szent-Györgyi Medical School, Szeged, Hungary
| | - Khaldoon Sadiq Ahmed Abdullah
- Laboratory of Cancer Genome Research, Institute of Genetics, HUN-REN Biological Research Centre, Szeged, Hungary
- Doctoral School of Multidisciplinary Medical Sciences, University of Szeged, Albert Szent-Györgyi Medical School, Szeged, Hungary
| | - László Kaizer
- Department of Pathology, Albert Szent-Györgyi Health Centre, University of Szeged, Szeged, Hungary
| | - Ádám Ürmös
- Genome Integrity and DNA Repair Core Group, Hungarian Centre of Excellence for Molecular Medicine, Szeged, Hungary
| | - May Raya
- Laboratory of Cancer Genome Research, Institute of Genetics, HUN-REN Biological Research Centre, Szeged, Hungary
- Doctoral School of Multidisciplinary Medical Sciences, University of Szeged, Albert Szent-Györgyi Medical School, Szeged, Hungary
| | - Lilla Tiszlavicz
- Department of Pediatrics and Pediatric Health Centre, Albert Szent-Györgyi Health Centre, University of Szeged, Szeged, Hungary
| | - Tibor Pankotai
- Department of Pathology, Albert Szent-Györgyi Health Centre, University of Szeged, Szeged, Hungary
- Genome Integrity and DNA Repair Core Group, Hungarian Centre of Excellence for Molecular Medicine, Szeged, Hungary
- Competence Centre of the Life Sciences Cluster of the Centre of Excellence for Interdisciplinary Research, Development and Innovation, University of Szeged, Hungary
| | - István Nagy
- Seqomics Biotechnology Ltd, Mórahalom, Hungary
- Sequencing Platform, Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, Hungary
| | - Lajos Mátés
- Laboratory of Cancer Genome Research, Institute of Genetics, HUN-REN Biological Research Centre, Szeged, Hungary
| | - Farkas Sükösd
- Department of Pathology, Albert Szent-Györgyi Health Centre, University of Szeged, Szeged, Hungary
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4
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Mendez-Dorantes C, Zeng X, Karlow JA, Schofield P, Turner S, Kalinowski J, Denisko D, Lee EA, Burns KH, Zhang CZ. Chromosomal rearrangements and instability caused by the LINE-1 retrotransposon. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.14.628481. [PMID: 39764018 PMCID: PMC11702581 DOI: 10.1101/2024.12.14.628481] [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: 01/19/2025]
Abstract
LINE-1 (L1) retrotransposition is widespread in many cancers, especially those with a high burden of chromosomal rearrangements. However, whether and to what degree L1 activity directly impacts genome integrity is unclear. Here, we apply whole-genome sequencing to experimental models of L1 expression to comprehensively define the spectrum of genomic changes caused by L1. We provide definitive evidence that L1 expression frequently and directly causes both local and long-range chromosomal rearrangements, small and large segmental copy-number alterations, and subclonal copy-number heterogeneity due to ongoing chromosomal instability. Mechanistically, all these alterations arise from DNA double-strand breaks (DSBs) generated by L1-encoded ORF2p. The processing of ORF2p-generated DSB ends prior to their ligation can produce diverse rearrangements of the target sequences. Ligation between DSB ends generated at distal loci can generate either stable chromosomes or unstable dicentric, acentric, or ring chromosomes that undergo subsequent evolution through breakage-fusion bridge cycles or DNA fragmentation. Together, these findings suggest L1 is a potent mutagenic force capable of driving genome evolution beyond simple insertions.
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Affiliation(s)
- Carlos Mendez-Dorantes
- Department of Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Department of Pathology, Harvard Medical School, Boston, Massachusetts 02115, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts 02142, USA
| | - Xi Zeng
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts 02115, USA
- Department of Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan, Hubei 430070, PRC
| | - Jennifer A Karlow
- Department of Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Department of Pathology, Harvard Medical School, Boston, Massachusetts 02115, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts 02142, USA
| | - Phillip Schofield
- Department of Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | - Serafina Turner
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | - Jupiter Kalinowski
- Department of Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | - Danielle Denisko
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Eunjung Alice Lee
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts, 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts 02115, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts 02142, USA
| | - Kathleen H Burns
- Department of Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Department of Pathology, Harvard Medical School, Boston, Massachusetts 02115, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts 02142, USA
| | - Cheng-Zhong Zhang
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
- Department of Pathology, Harvard Medical School, Boston, Massachusetts 02115, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts 02142, USA
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5
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Mendez-Dorantes C, Burns KH. LINE-1 retrotransposition and its deregulation in cancers: implications for therapeutic opportunities. Genes Dev 2023; 37:948-967. [PMID: 38092519 PMCID: PMC10760644 DOI: 10.1101/gad.351051.123] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2023]
Abstract
Long interspersed element 1 (LINE-1) is the only protein-coding transposon that is active in humans. LINE-1 propagates in the genome using RNA intermediates via retrotransposition. This activity has resulted in LINE-1 sequences occupying approximately one-fifth of our genome. Although most copies of LINE-1 are immobile, ∼100 copies are retrotransposition-competent. Retrotransposition is normally limited via epigenetic silencing, DNA repair, and other host defense mechanisms. In contrast, LINE-1 overexpression and retrotransposition are hallmarks of cancers. Here, we review mechanisms of LINE-1 regulation and how LINE-1 may promote genetic heterogeneity in tumors. Finally, we discuss therapeutic strategies to exploit LINE-1 biology in cancers.
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Affiliation(s)
- Carlos Mendez-Dorantes
- Department of Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA;
- Department of Pathology, Harvard Medical School, Boston, Massachusetts 02115, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts 02142, USA
| | - Kathleen H Burns
- Department of Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA;
- Department of Pathology, Harvard Medical School, Boston, Massachusetts 02115, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts 02142, USA
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6
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Taylor MS, Wu C, Fridy PC, Zhang SJ, Senussi Y, Wolters JC, Cajuso T, Cheng WC, Heaps JD, Miller BD, Mori K, Cohen L, Jiang H, Molloy KR, Chait BT, Goggins MG, Bhan I, Franses JW, Yang X, Taplin ME, Wang X, Christiani DC, Johnson BE, Meyerson M, Uppaluri R, Egloff AM, Denault EN, Spring LM, Wang TL, Shih IM, Fairman JE, Jung E, Arora KS, Yilmaz OH, Cohen S, Sharova T, Chi G, Norden BL, Song Y, Nieman LT, Pappas L, Parikh AR, Strickland MR, Corcoran RB, Mustelin T, Eng G, Yilmaz ÖH, Matulonis UA, Chan AT, Skates SJ, Rueda BR, Drapkin R, Klempner SJ, Deshpande V, Ting DT, Rout MP, LaCava J, Walt DR, Burns KH. Ultrasensitive Detection of Circulating LINE-1 ORF1p as a Specific Multicancer Biomarker. Cancer Discov 2023; 13:2532-2547. [PMID: 37698949 PMCID: PMC10773488 DOI: 10.1158/2159-8290.cd-23-0313] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 08/09/2023] [Accepted: 09/08/2023] [Indexed: 09/14/2023]
Abstract
Improved biomarkers are needed for early cancer detection, risk stratification, treatment selection, and monitoring treatment response. Although proteins can be useful blood-based biomarkers, many have limited sensitivity or specificity for these applications. Long INterspersed Element-1 (LINE-1) open reading frame 1 protein (ORF1p) is a transposable element protein overexpressed in carcinomas and high-risk precursors during carcinogenesis with negligible expression in normal tissues, suggesting ORF1p could be a highly specific cancer biomarker. To explore ORF1p as a blood-based biomarker, we engineered ultrasensitive digital immunoassays that detect mid-attomolar (10-17 mol/L) ORF1p concentrations in plasma across multiple cancers with high specificity. Plasma ORF1p shows promise for early detection of ovarian cancer, improves diagnostic performance in a multianalyte panel, provides early therapeutic response monitoring in gastroesophageal cancers, and is prognostic for overall survival in gastroesophageal and colorectal cancers. Together, these observations nominate ORF1p as a multicancer biomarker with potential utility for disease detection and monitoring. SIGNIFICANCE The LINE-1 ORF1p transposon protein is pervasively expressed in many cancers and is a highly specific biomarker of multiple common, lethal carcinomas and their high-risk precursors in tissue and blood. Ultrasensitive ORF1p assays from as little as 25 μL plasma are novel, rapid, cost-effective tools in cancer detection and monitoring. See related commentary by Doucet and Cristofari, p. 2502. This article is featured in Selected Articles from This Issue, p. 2489.
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Affiliation(s)
- Martin S. Taylor
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
| | - Connie Wu
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, Massachusetts
| | - Peter C. Fridy
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, New York
| | - Stephanie J. Zhang
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, Massachusetts
| | - Yasmeen Senussi
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, Massachusetts
| | - Justina C. Wolters
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Tatiana Cajuso
- Department of Pathology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Wen-Chih Cheng
- Department of Pathology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - John D. Heaps
- Department of Pathology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Bryant D. Miller
- Department of Pathology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Kei Mori
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
- Healthcare Optics Research Laboratory, Canon U.S.A., Inc., Cambridge, Massachusetts
| | - Limor Cohen
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, Massachusetts
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts
| | - Hua Jiang
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, New York
| | - Kelly R. Molloy
- Laboratory of Mass Spectrometry and Gaseous Ion Chemistry, The Rockefeller University, New York, New York
| | - Brian T. Chait
- Laboratory of Mass Spectrometry and Gaseous Ion Chemistry, The Rockefeller University, New York, New York
| | | | - Irun Bhan
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Joseph W. Franses
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Xiaoyu Yang
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Mary-Ellen Taplin
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Xinan Wang
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - David C. Christiani
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Bruce E. Johnson
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Matthew Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Ravindra Uppaluri
- Department of Surgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Ann Marie Egloff
- Department of Surgery, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Elyssa N. Denault
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Laura M. Spring
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Tian-Li Wang
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ie-Ming Shih
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Euihye Jung
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Kshitij S. Arora
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
| | - Osman H. Yilmaz
- Department of Pathology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - Sonia Cohen
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Tatyana Sharova
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Gary Chi
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Bryanna L. Norden
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Yuhui Song
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Linda T. Nieman
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Leontios Pappas
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Aparna R. Parikh
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Matthew R. Strickland
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Ryan B. Corcoran
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Tomas Mustelin
- Division of Rheumatology, Department of Medicine, University of Washington, Seattle, Washington
| | - George Eng
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
- The David H. Koch Institute for Integrative Cancer Research at MIT, Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Ömer H. Yilmaz
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
- The David H. Koch Institute for Integrative Cancer Research at MIT, Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Ursula A. Matulonis
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Andrew T. Chan
- Clinical and Translational Epidemiology Unit and Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Steven J. Skates
- MGH Biostatistics, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Bo R. Rueda
- Department of Obstetrics and Gynecology, Massachusetts General Hospital, and Harvard Medical School, Boston, Massachusetts
| | - Ronny Drapkin
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Samuel J. Klempner
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Vikram Deshpande
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
| | - David T. Ting
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Michael P. Rout
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, New York
| | - John LaCava
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, New York
- European Research Institute for the Biology of Ageing, University Medical Center Groningen, Groningen, the Netherlands
| | - David R. Walt
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
- Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, Massachusetts
| | - Kathleen H. Burns
- Department of Pathology, Mass General Brigham and Harvard Medical School, Boston, Massachusetts
- Department of Pathology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
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7
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Boeke JD, Burns KH, Chiappinelli KB, Classon M, Coffin JM, DeCarvalho DD, Dukes JD, Greenbaum B, Kassiotis G, Knutson SK, Levine AJ, Nath A, Papa S, Rios D, Sedivy J, Ting DT. Proceedings of the inaugural Dark Genome Symposium: November 2022. Mob DNA 2023; 14:18. [PMID: 37990347 PMCID: PMC10664479 DOI: 10.1186/s13100-023-00306-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 11/08/2023] [Indexed: 11/23/2023] Open
Abstract
In November 2022 the first Dark Genome Symposium was held in Boston, USA. The meeting was hosted by Rome Therapeutics and Enara Bio, two biotechnology companies working on translating our growing understanding of this vast genetic landscape into therapies for human disease. The spirit and ambition of the meeting was one of shared knowledge, looking to strengthen the network of researchers engaged in the field. The meeting opened with a welcome from Rosana Kapeller and Kevin Pojasek followed by a first session of field defining talks from key academics in the space. A series of panels, bringing together academia and industry views, were then convened covering a wide range of pertinent topics. Finally, Richard Young and David Ting gave their views on the future direction and promise for patient impact inherent in the growing understanding of the Dark Genome.
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Affiliation(s)
- Jef D Boeke
- Institute for Systems Genetics, NYU Langone Health, New York, NY, 10016, USA
- Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn, NY, 11201, USA
- Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, 10016, USA
| | - Kathleen H Burns
- Department of Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Katherine B Chiappinelli
- Department of Microbiology, Immunology and Tropical Medicine, The George Washington University, Washington, DC, USA
| | - Marie Classon
- Pfizer Centre for Therapeutic Innovation, San Diego, USA
| | - John M Coffin
- Department of Molecular Biology and Microbiology, Tufts University, Boston, MA, 02111, USA
| | - Daniel D DeCarvalho
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Joseph D Dukes
- Enara Bio Limited, Magdalen Centre, 1 Robert Robinson Avenue, The Oxford Science Park, Oxford, OX4 4GA, UK
| | - Benjamin Greenbaum
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - George Kassiotis
- Retroviral Immunology Laboratory, The Francis Crick Institute, London, UK
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
| | - Sarah K Knutson
- Rome Therapeutics, 201 Brookline Avenue, Suite 1001, Boston, MA, USA
| | - Arnold J Levine
- Simons Center for Systems Biology, Institute for Advanced Study, Princeton, NJ, USA
| | - Avindra Nath
- Section for Infections of the Nervous System, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Sophie Papa
- Enara Bio Limited, Magdalen Centre, 1 Robert Robinson Avenue, The Oxford Science Park, Oxford, OX4 4GA, UK.
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK.
| | - Daniel Rios
- Rome Therapeutics, 201 Brookline Avenue, Suite 1001, Boston, MA, USA
| | - John Sedivy
- Center on the Biology of Aging, Brown University, Providence, RI, USA
- Department of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence, RI, USA
| | - David T Ting
- Department of Medical Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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8
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Fu J, Qin T, Li C, Zhu J, Ding Y, Zhou M, Yang Q, Liu X, Zhou J, Chen F. Research progress of LINE-1 in the diagnosis, prognosis, and treatment of gynecologic tumors. Front Oncol 2023; 13:1201568. [PMID: 37546391 PMCID: PMC10399582 DOI: 10.3389/fonc.2023.1201568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 06/19/2023] [Indexed: 08/08/2023] Open
Abstract
The retrotransposon known as long interspersed nuclear element-1 (LINE-1), which is currently the sole autonomously mobile transposon in the human genome, can result in insertional mutations, chromosomal rearrangements, and genomic instability. In recent years, numerous studies have shown that LINE-1 is involved in the development of various diseases and also plays an important role in the immune regulation of the organism. The expression of LINE-1 in gynecologic tumors suggests that it is expected to be an independent indicator for early diagnosis and prognosis, and also, as a therapeutic target, LINE-1 is closely associated with gynecologic tumor prognosis. This article discusses the function of LINE-1 in the diagnosis, treatment, and prognosis of ovarian, cervical, and endometrial malignancies, as well as other gynecologic malignancies. It offers fresh perspectives on the early detection of tumors and the creation of novel anti-tumor medications.
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Affiliation(s)
- Jiaojiao Fu
- The First Clinical Medical College of Gansu University of Chinese Medicine, Gansu Provincial Hospital, Lanzhou, China
- Department of Obstetrics and Gynecology, Gansu Provincial Hospital, Lanzhou, Gansu, China
| | - Tiansheng Qin
- The First Clinical Medical College of Gansu University of Chinese Medicine, Gansu Provincial Hospital, Lanzhou, China
- Department of Obstetrics and Gynecology, Gansu Provincial Hospital, Lanzhou, Gansu, China
- The First Clinical Medical School, Lanzhou University, Lanzhou, Gansu, China
- National Health Commission (NHC) Key Laboratory of Diagnosis and Therapy of Gastrointestinal Tumor, Gansu Provincial Hospital, Lanzhou, Gansu, China
| | - Chaoming Li
- The First People’s Hospital of Longnan, Longnan City Hospital, Longnan, Gansu, China
| | - Jiaojiao Zhu
- The First Clinical Medical College of Gansu University of Chinese Medicine, Gansu Provincial Hospital, Lanzhou, China
- Department of Obstetrics and Gynecology, Gansu Provincial Hospital, Lanzhou, Gansu, China
| | - Yaoyao Ding
- The First Clinical Medical College of Gansu University of Chinese Medicine, Gansu Provincial Hospital, Lanzhou, China
- Department of Obstetrics and Gynecology, Gansu Provincial Hospital, Lanzhou, Gansu, China
| | - Meiying Zhou
- Department of Obstetrics and Gynecology, Gansu Provincial Hospital, Lanzhou, Gansu, China
| | - Qing Yang
- The First Clinical Medical College of Gansu University of Chinese Medicine, Gansu Provincial Hospital, Lanzhou, China
- Department of Obstetrics and Gynecology, Gansu Provincial Hospital, Lanzhou, Gansu, China
| | - Xiaofeng Liu
- The First Clinical Medical College of Gansu University of Chinese Medicine, Gansu Provincial Hospital, Lanzhou, China
- Department of Obstetrics and Gynecology, Gansu Provincial Hospital, Lanzhou, Gansu, China
| | - Juanhong Zhou
- The First Clinical Medical College of Gansu University of Chinese Medicine, Gansu Provincial Hospital, Lanzhou, China
- Department of Obstetrics and Gynecology, Gansu Provincial Hospital, Lanzhou, Gansu, China
| | - Fan Chen
- The First Clinical Medical College of Gansu University of Chinese Medicine, Gansu Provincial Hospital, Lanzhou, China
- Department of Obstetrics and Gynecology, Gansu Provincial Hospital, Lanzhou, Gansu, China
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9
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Sato S, Gillette M, de Santiago PR, Kuhn E, Burgess M, Doucette K, Feng Y, Mendez-Dorantes C, Ippoliti PJ, Hobday S, Mitchell MA, Doberstein K, Gysler SM, Hirsch MS, Schwartz L, Birrer MJ, Skates SJ, Burns KH, Carr SA, Drapkin R. LINE-1 ORF1p as a candidate biomarker in high grade serous ovarian carcinoma. Sci Rep 2023; 13:1537. [PMID: 36707610 PMCID: PMC9883229 DOI: 10.1038/s41598-023-28840-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 01/25/2023] [Indexed: 01/29/2023] Open
Abstract
Long interspersed element 1 (LINE-1) open reading frame 1 protein (ORF1p) expression is a common feature of many cancer types, including high-grade serous ovarian carcinoma (HGSOC). Here, we report that ORF1p is not only expressed but also released by ovarian cancer and primary tumor cells. Immuno-multiple reaction monitoring-mass spectrometry assays showed that released ORF1p is confidently detectable in conditioned media, ascites, and patients' plasma, implicating ORF1p as a potential biomarker. Interestingly, ORF1p expression is detectable in fallopian tube (FT) epithelial precursors of HGSOC but not in benign FT, suggesting that ORF1p expression in an early event in HGSOC development. Finally, treatment of FT cells with DNA methyltransferase inhibitors led to robust expression and release of ORF1p, validating the regulatory role of DNA methylation in LINE-1 repression in non-tumorigenic tissue.
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Affiliation(s)
- Sho Sato
- Penn Ovarian Cancer Research Center, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Michael Gillette
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.,Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Pamela R de Santiago
- Penn Ovarian Cancer Research Center, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Eric Kuhn
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Michael Burgess
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Kristen Doucette
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Yi Feng
- Penn Ovarian Cancer Research Center, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | | | - Paul J Ippoliti
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Sara Hobday
- Penn Ovarian Cancer Research Center, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Marilyn A Mitchell
- Penn Ovarian Cancer Research Center, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Kai Doberstein
- Penn Ovarian Cancer Research Center, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Stefan M Gysler
- Penn Ovarian Cancer Research Center, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Michelle S Hirsch
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, 02115, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Lauren Schwartz
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Michael J Birrer
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Steven J Skates
- Harvard Medical School, Boston, MA, 02115, USA.,Biostatistics and Computational Biology, Massachusetts General Hospital, Boston, MA, USA
| | - Kathleen H Burns
- Harvard Medical School, Boston, MA, 02115, USA.,Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Steven A Carr
- The Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.,Harvard Medical School, Boston, MA, 02115, USA
| | - Ronny Drapkin
- Penn Ovarian Cancer Research Center, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, 19104, USA. .,Basser Center for BRCA, Abramson Cancer Center, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, 19104, USA.
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10
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Ji JX, Cochrane DR, Negri GL, Colborne S, Spencer Miko SE, Hoang LN, Farnell D, Tessier-Cloutier B, Huvila J, Thompson E, Leung S, Chiu D, Chow C, Ta M, Köbel M, Feil L, Anglesio M, Goode EL, Bolton K, Morin GB, Huntsman DG. The proteome of clear cell ovarian carcinoma. J Pathol 2022; 258:325-338. [PMID: 36031730 PMCID: PMC9649886 DOI: 10.1002/path.6006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Revised: 08/05/2022] [Accepted: 08/26/2022] [Indexed: 01/19/2023]
Abstract
Clear cell ovarian carcinoma (CCOC) is the second most common subtype of epithelial ovarian carcinoma. Late-stage CCOC is not responsive to gold-standard chemotherapy and results in suboptimal outcomes for patients. In-depth molecular insight is urgently needed to stratify the disease and drive therapeutic development. We conducted global proteomics for 192 cases of CCOC and compared these with other epithelial ovarian carcinoma subtypes. Our results showed distinct proteomic differences in CCOC compared with other epithelial ovarian cancer subtypes including alterations in lipid and purine metabolism pathways. Furthermore, we report potential clinically significant proteomic subgroups within CCOC, suggesting the biologic plausibility of stratified treatment for this cancer. Taken together, our results provide a comprehensive understanding of the CCOC proteomic landscape to facilitate future understanding and research of this disease. © 2022 The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Jennifer X Ji
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Dawn R Cochrane
- Department of Molecular Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | - Gian Luca Negri
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Shane Colborne
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Sandra E Spencer Miko
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Lynn N Hoang
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - David Farnell
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Basile Tessier-Cloutier
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Jutta Huvila
- Department of Molecular Oncology, BC Cancer Agency, Vancouver, BC, Canada
- Department of Biomedicine, University of Turku, Turku, Finland
| | - Emily Thompson
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Samuel Leung
- Genetic Pathology Evaluation Center, Vancouver, BC, Canada
| | - Derek Chiu
- Genetic Pathology Evaluation Center, Vancouver, BC, Canada
| | - Christine Chow
- Genetic Pathology Evaluation Center, Vancouver, BC, Canada
| | - Monica Ta
- Genetic Pathology Evaluation Center, Vancouver, BC, Canada
| | - Martin Köbel
- Pathology and Laboratory Medicine, University of Calgary, Calgary, AB, Canada
| | - Lucas Feil
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, BC, Canada
| | - Michael Anglesio
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, BC, Canada
| | - Ellen L Goode
- Department of Health Science Research, Mayo Clinic, Rochester, MN, USA
| | - Kelly Bolton
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - Gregg B Morin
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Research Institute, University of British Columbia, Vancouver, BC, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
| | - David G Huntsman
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
- Department of Molecular Oncology, BC Cancer Agency, Vancouver, BC, Canada
- Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, BC, Canada
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11
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Grundy EE, Diab N, Chiappinelli KB. Transposable element regulation and expression in cancer. FEBS J 2022; 289:1160-1179. [PMID: 33471418 PMCID: PMC11577309 DOI: 10.1111/febs.15722] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 01/08/2021] [Accepted: 01/14/2021] [Indexed: 12/11/2022]
Abstract
Approximately 45% of the human genome is composed of transposable elements (TEs). Expression of these elements is tightly regulated during normal development. TEs may be expressed at high levels in embryonic stem cells but are epigenetically silenced in terminally differentiated cells. As part of the global 'epigenetic dysregulation' that cells undergo during transformation from normal to cancer, TEs can lose epigenetic silencing and become transcribed, and, in some cases, active. Here, we summarize recent advances detailing the consequences of TE activation in cancer and describe how these understudied residents of our genome can both aid tumorigenesis and potentially be harnessed for anticancer therapies.
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Affiliation(s)
- Erin E Grundy
- Department of Microbiology, Immunology, & Tropical Medicine, The George Washington University, Washington, DC, USA
- The GW Cancer Center, The George Washington University, Washington, DC, USA
- The Institute for Biomedical Sciences at The George Washington University, Washington, DC, USA
| | - Noor Diab
- Department of Microbiology, Immunology, & Tropical Medicine, The George Washington University, Washington, DC, USA
- The GW Cancer Center, The George Washington University, Washington, DC, USA
| | - Katherine B Chiappinelli
- Department of Microbiology, Immunology, & Tropical Medicine, The George Washington University, Washington, DC, USA
- The GW Cancer Center, The George Washington University, Washington, DC, USA
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12
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Ardeljan D, Steranka JP, Liu C, Li Z, Taylor MS, Payer LM, Gorbounov M, Sarnecki JS, Deshpande V, Hruban RH, Boeke JD, Fenyö D, Wu PH, Smogorzewska A, Holland AJ, Burns KH. Cell fitness screens reveal a conflict between LINE-1 retrotransposition and DNA replication. Nat Struct Mol Biol 2020; 27:168-178. [PMID: 32042151 PMCID: PMC7080318 DOI: 10.1038/s41594-020-0372-1] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 12/31/2019] [Indexed: 12/18/2022]
Abstract
LINE-1 retrotransposon overexpression is a hallmark of human cancers. We identified a colorectal cancer wherein a fast-growing tumor subclone downregulated LINE-1, prompting us to examine how LINE-1 expression affects cell growth. We find that nontransformed cells undergo a TP53-dependent growth arrest and activate interferon signaling in response to LINE-1. TP53 inhibition allows LINE-1+ cells to grow, and genome-wide-knockout screens show that these cells require replication-coupled DNA-repair pathways, replication-stress signaling and replication-fork restart factors. Our findings demonstrate that LINE-1 expression creates specific molecular vulnerabilities and reveal a retrotransposition-replication conflict that may be an important determinant of cancer growth.
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Affiliation(s)
- Daniel Ardeljan
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- McKusick-Nathans Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Medical Scientist Training Program, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Jared P Steranka
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Chunhong Liu
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Zhi Li
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York City, NY, USA
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Lindsay M Payer
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Mikhail Gorbounov
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jacob S Sarnecki
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Ralph H Hruban
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jef D Boeke
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York City, NY, USA
| | - David Fenyö
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York City, NY, USA
| | - Pei-Hsun Wu
- Johns Hopkins Physical Sciences Oncology Center, Johns Hopkins University, Baltimore, MD, USA
- Institute for NanoBiotechnology, Johns Hopkins University, Baltimore, MD, USA
| | - Agata Smogorzewska
- Laboratory of Genome Maintenance, The Rockefeller University, New York City, NY, USA
| | - Andrew J Holland
- Department of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kathleen H Burns
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- McKusick-Nathans Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Sydney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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