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Ultrasensitive detection of circulating LINE-1 ORF1p as a specific multi-cancer biomarker

View ORCID ProfileMartin S. Taylor, Connie Wu, Peter C. Fridy, Yasmeen Senussi, Wen-Chih Cheng, John Heaps, Kei Mori, Limor Cohen, Kelly R. Molloy, Brian T. Chait, Michael Goggins, Irun Bhan, Joseph W. Franses, Xiaoyu Yang, Mary-Ellen Taplin, Xinan Wang, David C. Christiani, Bruce E. Johnson, Matthew Meyerson, Ravindra Uppaluri, Ann Marie Egloff, Elyssa N. Denault, Laura M. Spring, Tian-Li Wang, Ie-Ming Shih, Euihye Jung, Kshitij S. Arora, Lawrence R. Zukerberg, Osman H. Yilmaz, Gary Chi, Bryanna L. Norden, Yuhui Song, Linda Nieman, Aparna R. Parikh, Matthew Strickland, Tomas Mustelin, George Eng, Ömer H. Yilmaz, Ursula A. Matulonis, Steven J. Skates, Bo R. Rueda, Ronny Drapkin, Samuel J. Klempner, Vikram Deshpande, David T. Ting, Michael P. Rout, John LaCava, View ORCID ProfileDavid R. Walt, View ORCID ProfileKathleen H. Burns
doi: https://doi.org/10.1101/2023.01.25.525462
Martin S. Taylor
1Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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  • ORCID record for Martin S. Taylor
  • For correspondence: mstaylor@mgh.harvard.edu conniewu@umich.edu dwalt@bwh.harvard.edu kathleenh_burns@dfci.harvard.edu
Connie Wu
2Department of Pathology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
3Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, USA
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  • For correspondence: mstaylor@mgh.harvard.edu conniewu@umich.edu dwalt@bwh.harvard.edu kathleenh_burns@dfci.harvard.edu
Peter C. Fridy
4Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA
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Yasmeen Senussi
2Department of Pathology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
3Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, USA
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Wen-Chih Cheng
5Department of Pathology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
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John Heaps
5Department of Pathology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
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Kei Mori
2Department of Pathology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
6Healthcare Optics Research Laboratory, Canon U.S.A., Inc., Cambridge, MA, USA
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Limor Cohen
2Department of Pathology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
3Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, USA
7Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
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Kelly R. Molloy
8Laboratory of Mass Spectrometry and Gaseous Ion Chemistry, The Rockefeller University, New York, New York, USA
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Brian T. Chait
8Laboratory of Mass Spectrometry and Gaseous Ion Chemistry, The Rockefeller University, New York, New York, USA
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Michael Goggins
9Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Irun Bhan
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Joseph W. Franses
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Xiaoyu Yang
11Department of Medical Oncology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
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Mary-Ellen Taplin
11Department of Medical Oncology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
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Xinan Wang
12Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
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David C. Christiani
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
12Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
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Bruce E. Johnson
11Department of Medical Oncology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
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Matthew Meyerson
11Department of Medical Oncology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
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Ravindra Uppaluri
13Department of Surgery, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
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Ann Marie Egloff
13Department of Surgery, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
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Elyssa N. Denault
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Laura M. Spring
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Tian-Li Wang
9Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Ie-Ming Shih
9Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Euihye Jung
14University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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Kshitij S. Arora
1Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Lawrence R. Zukerberg
1Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Osman H. Yilmaz
15Department of Pathology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, USA
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Gary Chi
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Bryanna L. Norden
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Yuhui Song
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Linda Nieman
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Aparna R. Parikh
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Matthew Strickland
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Tomas Mustelin
16Division of Rheumatology, Department of Medicine, University of Washington, Seattle, WA, USA
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George Eng
1Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
17The David H. Koch Institute for Integrative Cancer Research at MIT, Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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Ömer H. Yilmaz
1Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
17The David H. Koch Institute for Integrative Cancer Research at MIT, Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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Ursula A. Matulonis
11Department of Medical Oncology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
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Steven J. Skates
18MGH Biostatistics, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Bo R. Rueda
19Department of Obstetrics and Gynecology, Massachusetts General Hospital, and Harvard Medical School, Boston, MA, USA
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Ronny Drapkin
14University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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Samuel J. Klempner
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Vikram Deshpande
1Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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David T. Ting
10Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Michael P. Rout
4Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA
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John LaCava
4Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA
20European Research Institute for the Biology of Ageing, University Medical Center Groningen, The Netherlands
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David R. Walt
2Department of Pathology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
3Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, USA
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  • For correspondence: mstaylor@mgh.harvard.edu conniewu@umich.edu dwalt@bwh.harvard.edu kathleenh_burns@dfci.harvard.edu
Kathleen H. Burns
2Department of Pathology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
5Department of Pathology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
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  • For correspondence: mstaylor@mgh.harvard.edu conniewu@umich.edu dwalt@bwh.harvard.edu kathleenh_burns@dfci.harvard.edu
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Abstract

Improved biomarkers are needed for early cancer detection, risk stratification, treatment selection, and monitoring treatment response. While proteins can be useful blood-based biomarkers, many have limited sensitivity or specificity for these applications. Long INterspersed Element-1 (LINE-1, L1) open reading frame 1 protein (ORF1p) is a transposable element protein overexpressed in carcinomas and high-risk precursors during carcinogenesis with negligible detectable expression in corresponding normal tissues, suggesting ORF1p could be a highly specific cancer biomarker. To explore the potential of ORF1p as a blood-based biomarker, we engineered ultrasensitive digital immunoassays that detect mid-attomolar (10−17 M) ORF1p concentrations in patient plasma samples across multiple cancers with high specificity. Plasma ORF1p shows promise for early detection of ovarian cancer, improves diagnostic performance in a multi-analyte panel, and provides early therapeutic response monitoring in gastric and esophageal cancers. Together, these observations nominate ORF1p as a multi-cancer biomarker with potential utility for disease detection and monitoring.

Competing Interest Statement

MST has received consulting fees from ROME Therapeutics and Tessera Therapeutics that are not related to this work. MST and JL have equity in ROME therapeutics. DTT has received consulting fees from ROME Therapeutics, Tekla Capital, Ikena Oncology, Foundation Medicine, Inc., NanoString Technologies, and Pfizer that are not related to this work. DTT is a founder and has equity in ROME Therapeutics, PanTher Therapeutics and TellBio, Inc., which is not related to this work. DTT receives research support from ACD-Biotechne, PureTech Health LLC, Ribon Therapeutics, and Incyte, which was not used in this work. LMS declares the following relationships: Consultant/advisory board: Novartis, Puma, G1 therapeutics, Daiichi Pharma, Astra Zeneca; Institutional research support: Phillips, Merck, Genentech, Gilead, Eli Lilly. SJK declares Consulting/advisory: Eli Lilly, Merck, BMS, Novartis, Astellas, AstraZeneca, Daiichi-Sankyo, Novartis, Sanofi-Aventis, Natera, Exact Sciences, Mersana. Stock/Equity: Turning Point Therapeutics, Nuvalent. BRR serves on SAB for VincenTech and receives research support from Novartis Institutes for Biomedical Research that are not related to this work. DRW has a financial interest in Quanterix Corporation, a company that develops an ultra-sensitive digital immunoassay platform. He is an inventor of the Simoa technology, a founder of the company and also serves on its Board of Directors. KHB declares relationships with Alamar Biosciences, Genscript, Oncolinea/PrimeFour Therapeutics, ROME Therapeutics, Scaffold Therapeutics, Tessera Therapeutics, and Transposon Therapeutics. MST and KHB receive royalties from sales of ORF1p antibodies and MST, CW, PCF, KRM, BTC, MPR, JL, DRW, and KHB are inventors on a patent related to this work.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-ND 4.0 International license.
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Ultrasensitive detection of circulating LINE-1 ORF1p as a specific multi-cancer biomarker
Martin S. Taylor, Connie Wu, Peter C. Fridy, Yasmeen Senussi, Wen-Chih Cheng, John Heaps, Kei Mori, Limor Cohen, Kelly R. Molloy, Brian T. Chait, Michael Goggins, Irun Bhan, Joseph W. Franses, Xiaoyu Yang, Mary-Ellen Taplin, Xinan Wang, David C. Christiani, Bruce E. Johnson, Matthew Meyerson, Ravindra Uppaluri, Ann Marie Egloff, Elyssa N. Denault, Laura M. Spring, Tian-Li Wang, Ie-Ming Shih, Euihye Jung, Kshitij S. Arora, Lawrence R. Zukerberg, Osman H. Yilmaz, Gary Chi, Bryanna L. Norden, Yuhui Song, Linda Nieman, Aparna R. Parikh, Matthew Strickland, Tomas Mustelin, George Eng, Ömer H. Yilmaz, Ursula A. Matulonis, Steven J. Skates, Bo R. Rueda, Ronny Drapkin, Samuel J. Klempner, Vikram Deshpande, David T. Ting, Michael P. Rout, John LaCava, David R. Walt, Kathleen H. Burns
bioRxiv 2023.01.25.525462; doi: https://doi.org/10.1101/2023.01.25.525462
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Ultrasensitive detection of circulating LINE-1 ORF1p as a specific multi-cancer biomarker
Martin S. Taylor, Connie Wu, Peter C. Fridy, Yasmeen Senussi, Wen-Chih Cheng, John Heaps, Kei Mori, Limor Cohen, Kelly R. Molloy, Brian T. Chait, Michael Goggins, Irun Bhan, Joseph W. Franses, Xiaoyu Yang, Mary-Ellen Taplin, Xinan Wang, David C. Christiani, Bruce E. Johnson, Matthew Meyerson, Ravindra Uppaluri, Ann Marie Egloff, Elyssa N. Denault, Laura M. Spring, Tian-Li Wang, Ie-Ming Shih, Euihye Jung, Kshitij S. Arora, Lawrence R. Zukerberg, Osman H. Yilmaz, Gary Chi, Bryanna L. Norden, Yuhui Song, Linda Nieman, Aparna R. Parikh, Matthew Strickland, Tomas Mustelin, George Eng, Ömer H. Yilmaz, Ursula A. Matulonis, Steven J. Skates, Bo R. Rueda, Ronny Drapkin, Samuel J. Klempner, Vikram Deshpande, David T. Ting, Michael P. Rout, John LaCava, David R. Walt, Kathleen H. Burns
bioRxiv 2023.01.25.525462; doi: https://doi.org/10.1101/2023.01.25.525462

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