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Ginno PA, Borgers H, Ernst C, Schneider A, Behm M, Aitken SJ, Taylor MS, Odom DT. Single-mitosis dissection of acute and chronic DNA mutagenesis and repair. Nat Genet 2024:10.1038/s41588-024-01712-y. [PMID: 38627597 DOI: 10.1038/s41588-024-01712-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 03/08/2024] [Indexed: 04/24/2024]
Abstract
How chronic mutational processes and punctuated bursts of DNA damage drive evolution of the cancer genome is poorly understood. Here, we demonstrate a strategy to disentangle and quantify distinct mechanisms underlying genome evolution in single cells, during single mitoses and at single-strand resolution. To distinguish between chronic (reactive oxygen species (ROS)) and acute (ultraviolet light (UV)) mutagenesis, we microfluidically separate pairs of sister cells from the first mitosis following burst UV damage. Strikingly, UV mutations manifest as sister-specific events, revealing mirror-image mutation phasing genome-wide. In contrast, ROS mutagenesis in transcribed regions is reduced strand agnostically. Successive rounds of genome replication over persisting UV damage drives multiallelic variation at CC dinucleotides. Finally, we show that mutation phasing can be resolved to single strands across the entire genome of liver tumors from F1 mice. This strategy can be broadly used to distinguish the contributions of overlapping cancer relevant mutational processes.
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Affiliation(s)
- Paul Adrian Ginno
- German Cancer Research Center (DKFZ), Division of Regulatory Genomics and Cancer Evolution, Heidelberg, Germany
| | - Helena Borgers
- German Cancer Research Center (DKFZ), Division of Regulatory Genomics and Cancer Evolution, Heidelberg, Germany
| | - Christina Ernst
- Cancer Research UK - Cambridge Institute, University of Cambridge, Cambridge, UK
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Anja Schneider
- German Cancer Research Center (DKFZ), Division of Regulatory Genomics and Cancer Evolution, Heidelberg, Germany
| | - Mikaela Behm
- German Cancer Research Center (DKFZ), Division of Regulatory Genomics and Cancer Evolution, Heidelberg, Germany
| | - Sarah J Aitken
- Cancer Research UK - Cambridge Institute, University of Cambridge, Cambridge, UK
- MRC Toxicology Unit, University of Cambridge, Cambridge, UK
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Martin S Taylor
- MRC Human Genetics Unit, MRC Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.
| | - Duncan T Odom
- German Cancer Research Center (DKFZ), Division of Regulatory Genomics and Cancer Evolution, Heidelberg, Germany.
- Cancer Research UK - Cambridge Institute, University of Cambridge, Cambridge, UK.
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2
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Goto N, Westcott PMK, Goto S, Imada S, Taylor MS, Eng G, Braverman J, Deshpande V, Jacks T, Agudo J, Yilmaz ÖH. SOX17 enables immune evasion of early colorectal adenomas and cancers. Nature 2024; 627:636-645. [PMID: 38418875 DOI: 10.1038/s41586-024-07135-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 01/30/2024] [Indexed: 03/02/2024]
Abstract
A hallmark of cancer is the avoidance of immune destruction. This process has been primarily investigated in locally advanced or metastatic cancer1-3; however, much less is known about how pre-malignant or early invasive tumours evade immune detection. Here, to understand this process in early colorectal cancers (CRCs), we investigated how naive colon cancer organoids that were engineered in vitro to harbour Apc-null, KrasG12D and Trp53-null (AKP) mutations adapted to the in vivo native colonic environment. Comprehensive transcriptomic and chromatin analyses revealed that the endoderm-specifying transcription factor SOX17 became strongly upregulated in vivo. Notably, whereas SOX17 loss did not affect AKP organoid propagation in vitro, its loss markedly reduced the ability of AKP tumours to persist in vivo. The small fraction of SOX17-null tumours that grew displayed notable interferon-γ (IFNγ)-producing effector-like CD8+ T cell infiltrates in contrast to the immune-suppressive microenvironment in wild-type counterparts. Mechanistically, in both endogenous Apc-null pre-malignant adenomas and transplanted organoid-derived AKP CRCs, SOX17 suppresses the ability of tumour cells to sense and respond to IFNγ, preventing anti-tumour T cell responses. Finally, SOX17 engages a fetal intestinal programme that drives differentiation away from LGR5+ tumour cells to produce immune-evasive LGR5- tumour cells with lower expression of major histocompatibility complex class I (MHC-I). We propose that SOX17 is a transcription factor that is engaged during the early steps of colon cancer to orchestrate an immune-evasive programme that permits CRC initiation and progression.
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Affiliation(s)
- Norihiro Goto
- Department of Biology, The David H. Koch Institute for Integrative Cancer Research at MIT, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Peter M K Westcott
- Department of Biology, The David H. Koch Institute for Integrative Cancer Research at MIT, Massachusetts Institute of Technology, Cambridge, MA, USA
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Saori Goto
- Department of Biology, The David H. Koch Institute for Integrative Cancer Research at MIT, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Shinya Imada
- Department of Biology, The David H. Koch Institute for Integrative Cancer Research at MIT, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - George Eng
- Department of Biology, The David H. Koch Institute for Integrative Cancer Research at MIT, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jonathan Braverman
- Department of Biology, The David H. Koch Institute for Integrative Cancer Research at MIT, Massachusetts Institute of Technology, Cambridge, MA, USA
- Innovative Genomics Institute, University of California, Berkeley, Berkeley, CA, USA
| | - Vikram Deshpande
- Department of Pathology, Beth Israel Deaconess Hospital and Harvard Medical School, Boston, MA, USA
| | - Tyler Jacks
- Department of Biology, The David H. Koch Institute for Integrative Cancer Research at MIT, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Judith Agudo
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Department of Immunology, Harvard Medical School, Boston, MA, USA.
- Ludwig Center at Harvard, Boston, MA, USA.
- Parker Institute for Cancer Immunotherapy at Dana-Farber Cancer Institute, Boston, MA, USA.
- New York Stem Cell Foundation-Robertson Investigator, New York, NY, USA.
| | - Ömer H Yilmaz
- Department of Biology, The David H. Koch Institute for Integrative Cancer Research at MIT, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
- Department of Pathology, Beth Israel Deaconess Hospital and Harvard Medical School, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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3
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Baldwin ET, van Eeuwen T, Hoyos D, Zalevsky A, Tchesnokov EP, Sánchez R, Miller BD, Di Stefano LH, Ruiz FX, Hancock M, Işik E, Mendez-Dorantes C, Walpole T, Nichols C, Wan P, Riento K, Halls-Kass R, Augustin M, Lammens A, Jestel A, Upla P, Xibinaku K, Congreve S, Hennink M, Rogala KB, Schneider AM, Fairman JE, Christensen SM, Desrosiers B, Bisacchi GS, Saunders OL, Hafeez N, Miao W, Kapeller R, Zaller DM, Sali A, Weichenrieder O, Burns KH, Götte M, Rout MP, Arnold E, Greenbaum BD, Romero DL, LaCava J, Taylor MS. Structures, functions and adaptations of the human LINE-1 ORF2 protein. Nature 2024; 626:194-206. [PMID: 38096902 PMCID: PMC10830420 DOI: 10.1038/s41586-023-06947-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 12/07/2023] [Indexed: 01/05/2024]
Abstract
The LINE-1 (L1) retrotransposon is an ancient genetic parasite that has written around one-third of the human genome through a 'copy and paste' mechanism catalysed by its multifunctional enzyme, open reading frame 2 protein (ORF2p)1. ORF2p reverse transcriptase (RT) and endonuclease activities have been implicated in the pathophysiology of cancer2,3, autoimmunity4,5 and ageing6,7, making ORF2p a potential therapeutic target. However, a lack of structural and mechanistic knowledge has hampered efforts to rationally exploit it. We report structures of the human ORF2p 'core' (residues 238-1061, including the RT domain) by X-ray crystallography and cryo-electron microscopy in several conformational states. Our analyses identified two previously undescribed folded domains, extensive contacts to RNA templates and associated adaptations that contribute to unique aspects of the L1 replication cycle. Computed integrative structural models of full-length ORF2p show a dynamic closed-ring conformation that appears to open during retrotransposition. We characterize ORF2p RT inhibition and reveal its underlying structural basis. Imaging and biochemistry show that non-canonical cytosolic ORF2p RT activity can produce RNA:DNA hybrids, activating innate immune signalling through cGAS/STING and resulting in interferon production6-8. In contrast to retroviral RTs, L1 RT is efficiently primed by short RNAs and hairpins, which probably explains cytosolic priming. Other biochemical activities including processivity, DNA-directed polymerization, non-templated base addition and template switching together allow us to propose a revised L1 insertion model. Finally, our evolutionary analysis demonstrates structural conservation between ORF2p and other RNA- and DNA-dependent polymerases. We therefore provide key mechanistic insights into L1 polymerization and insertion, shed light on the evolutionary history of L1 and enable rational drug development targeting L1.
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Affiliation(s)
| | - Trevor van Eeuwen
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA
| | - David Hoyos
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Arthur Zalevsky
- Department of Bioengineering and Therapeutic Sciences University of California, San Francisco, San Francisco, CA, USA
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA
- Quantitative Biology Institute, University of California, San Francisco, San Francisco, CA, USA
| | - Egor P Tchesnokov
- Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, Alberta, Canada
| | | | - Bryant D Miller
- Department of Pathology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Luciano H Di Stefano
- European Research Institute for the Biology of Ageing, University Medical Center Groningen, Groningen, The Netherlands
| | - Francesc Xavier Ruiz
- Center for Advanced Biotechnology and Medicine and Department of Chemistry and Chemical Biology, Rutgers University, Piscataway, NJ, USA
| | - Matthew Hancock
- Department of Bioengineering and Therapeutic Sciences University of California, San Francisco, San Francisco, CA, USA
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA
- Quantitative Biology Institute, University of California, San Francisco, San Francisco, CA, USA
| | - Esin Işik
- Department of Pathology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Carlos Mendez-Dorantes
- Department of Pathology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Thomas Walpole
- Charles River Laboratories, Chesterford Research Park, Saffron Walden, UK
| | - Charles Nichols
- Charles River Laboratories, Chesterford Research Park, Saffron Walden, UK
| | - Paul Wan
- Charles River Laboratories, Chesterford Research Park, Saffron Walden, UK
| | - Kirsi Riento
- Charles River Laboratories, Chesterford Research Park, Saffron Walden, UK
| | - Rowan Halls-Kass
- Charles River Laboratories, Chesterford Research Park, Saffron Walden, UK
| | | | - Alfred Lammens
- Proteros Biostructures GmbH, Martinsried, Planegg, Germany
| | - Anja Jestel
- Proteros Biostructures GmbH, Martinsried, Planegg, Germany
| | - Paula Upla
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA
| | - Kera Xibinaku
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | | | | | - Kacper B Rogala
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Anna M Schneider
- Structural Biology of Selfish RNA, Department of Protein Evolution, Max Planck Institute for Biology, Tübingen, Germany
| | | | | | | | | | | | | | | | | | | | - Andrej Sali
- Department of Bioengineering and Therapeutic Sciences University of California, San Francisco, San Francisco, CA, USA
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA
- Quantitative Biology Institute, University of California, San Francisco, San Francisco, CA, USA
| | - Oliver Weichenrieder
- Structural Biology of Selfish RNA, Department of Protein Evolution, Max Planck Institute for Biology, Tübingen, Germany
| | - Kathleen H Burns
- Department of Pathology, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA, USA.
| | - Matthias Götte
- Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, Alberta, Canada.
| | - Michael P Rout
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA.
| | - Eddy Arnold
- Center for Advanced Biotechnology and Medicine and Department of Chemistry and Chemical Biology, Rutgers University, Piscataway, NJ, USA.
| | - Benjamin D Greenbaum
- Computational Oncology, Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Physiology, Biophysics & Systems Biology, Weill Cornell Medicine, Weill Cornell Medical College, New York, NY, USA.
| | | | - John LaCava
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA.
- European Research Institute for the Biology of Ageing, University Medical Center Groningen, Groningen, The Netherlands.
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
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4
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Schnitzler GR, Kang H, Fang S, Angom RS, Lee-Kim VS, Ma XR, Zhou R, Zeng T, Guo K, Taylor MS, Vellarikkal SK, Barry AE, Sias-Garcia O, Bloemendal A, Munson G, Guckelberger P, Nguyen TH, Bergman DT, Hinshaw S, Cheng N, Cleary B, Aragam K, Lander ES, Finucane HK, Mukhopadhyay D, Gupta RM, Engreitz JM. Convergence of coronary artery disease genes onto endothelial cell programs. Nature 2024; 626:799-807. [PMID: 38326615 PMCID: PMC10921916 DOI: 10.1038/s41586-024-07022-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 01/03/2024] [Indexed: 02/09/2024]
Abstract
Linking variants from genome-wide association studies (GWAS) to underlying mechanisms of disease remains a challenge1-3. For some diseases, a successful strategy has been to look for cases in which multiple GWAS loci contain genes that act in the same biological pathway1-6. However, our knowledge of which genes act in which pathways is incomplete, particularly for cell-type-specific pathways or understudied genes. Here we introduce a method to connect GWAS variants to functions. This method links variants to genes using epigenomics data, links genes to pathways de novo using Perturb-seq and integrates these data to identify convergence of GWAS loci onto pathways. We apply this approach to study the role of endothelial cells in genetic risk for coronary artery disease (CAD), and discover 43 CAD GWAS signals that converge on the cerebral cavernous malformation (CCM) signalling pathway. Two regulators of this pathway, CCM2 and TLNRD1, are each linked to a CAD risk variant, regulate other CAD risk genes and affect atheroprotective processes in endothelial cells. These results suggest a model whereby CAD risk is driven in part by the convergence of causal genes onto a particular transcriptional pathway in endothelial cells. They highlight shared genes between common and rare vascular diseases (CAD and CCM), and identify TLNRD1 as a new, previously uncharacterized member of the CCM signalling pathway. This approach will be widely useful for linking variants to functions for other common polygenic diseases.
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Affiliation(s)
- Gavin R Schnitzler
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- The Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute, Cambridge, MA, USA
- Divisions of Genetics and Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Helen Kang
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Basic Science and Engineering Initiative, Stanford Children's Health, Betty Irene Moore Children's Heart Center, Stanford, CA, USA
| | - Shi Fang
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Divisions of Genetics and Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Ramcharan S Angom
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, Jacksonville, FL, USA
| | - Vivian S Lee-Kim
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Divisions of Genetics and Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - X Rosa Ma
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Basic Science and Engineering Initiative, Stanford Children's Health, Betty Irene Moore Children's Heart Center, Stanford, CA, USA
| | - Ronghao Zhou
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Basic Science and Engineering Initiative, Stanford Children's Health, Betty Irene Moore Children's Heart Center, Stanford, CA, USA
| | - Tony Zeng
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Basic Science and Engineering Initiative, Stanford Children's Health, Betty Irene Moore Children's Heart Center, Stanford, CA, USA
| | - Katherine Guo
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Basic Science and Engineering Initiative, Stanford Children's Health, Betty Irene Moore Children's Heart Center, Stanford, CA, USA
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Shamsudheen K Vellarikkal
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Divisions of Genetics and Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Aurelie E Barry
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Divisions of Genetics and Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Oscar Sias-Garcia
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Divisions of Genetics and Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Alex Bloemendal
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- The Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute, Cambridge, MA, USA
| | - Glen Munson
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Tung H Nguyen
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Drew T Bergman
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Stephen Hinshaw
- Department of Chemical and Systems Biology, ChEM-H, and Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Nathan Cheng
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Brian Cleary
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Faculty of Computing and Data Sciences, Departments of Biology and Biomedical Engineering, Biological Design Center, and Program in Bioinformatics, Boston University, Boston, MA, USA
| | - Krishna Aragam
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Eric S Lander
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biology, MIT, Cambridge, MA, USA
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA
| | - Hilary K Finucane
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Debabrata Mukhopadhyay
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine and Science, Jacksonville, FL, USA
| | - Rajat M Gupta
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- The Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute, Cambridge, MA, USA.
- Divisions of Genetics and Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
| | - Jesse M Engreitz
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- The Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute, Cambridge, MA, USA.
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA.
- Basic Science and Engineering Initiative, Stanford Children's Health, Betty Irene Moore Children's Heart Center, Stanford, CA, USA.
- Stanford Cardiovascular Institute, Stanford University, Stanford, CA, USA.
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5
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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: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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6
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McCulloch LH, Sambasivam V, Hughes AL, Annaluru N, Ramalingam S, Fanfani V, Lobzaev E, Mitchell LA, Cai J, Jiang H, LaCava J, Taylor MS, Bishai WR, Stracquadanio G, Steinmetz LM, Bader JS, Zhang W, Boeke JD, Chandrasegaran S. Consequences of a telomerase-related fitness defect and chromosome substitution technology in yeast synIX strains. Cell Genom 2023; 3:100419. [PMID: 38020974 PMCID: PMC10667316 DOI: 10.1016/j.xgen.2023.100419] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 09/07/2023] [Accepted: 09/11/2023] [Indexed: 12/01/2023]
Abstract
We describe the complete synthesis, assembly, debugging, and characterization of a synthetic 404,963 bp chromosome, synIX (synthetic chromosome IX). Combined chromosome construction methods were used to synthesize and integrate its left arm (synIXL) into a strain containing previously described synIXR. We identified and resolved a bug affecting expression of EST3, a crucial gene for telomerase function, producing a synIX strain with near wild-type fitness. To facilitate future synthetic chromosome consolidation and increase flexibility of chromosome transfer between distinct strains, we combined chromoduction, a method to transfer a whole chromosome between two strains, with conditional centromere destabilization to substitute a chromosome of interest for its native counterpart. Both steps of this chromosome substitution method were efficient. We observed that wild-type II tended to co-transfer with synIX and was co-destabilized with wild-type IX, suggesting a potential gene dosage compensation relationship between these chromosomes.
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Affiliation(s)
- Laura H. McCulloch
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY 10016, USA
| | - Vijayan Sambasivam
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Amanda L. Hughes
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, 69117 Heidelberg, Germany
| | - Narayana Annaluru
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Sivaprakash Ramalingam
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Viola Fanfani
- School of Biological Sciences, The University of Edinburgh, Edinburgh EH9 3BF, UK
| | - Evgenii Lobzaev
- School of Biological Sciences, The University of Edinburgh, Edinburgh EH9 3BF, UK
- School of Informatics, The University of Edinburgh, Edinburgh EH8 9AB, UK
| | - Leslie A. Mitchell
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY 10016, USA
| | - Jitong Cai
- Department of Biomedical Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
| | - Hua Jiang
- Laboratory of Cellular and Structural Biology, Rockefeller University, New York, NY 10065, USA
| | - John LaCava
- Laboratory of Cellular and Structural Biology, Rockefeller University, New York, NY 10065, USA
- European Research Institute for the Biology of Ageing, University Medical Center Groningen, Groningen, the Netherlands
| | - Martin S. Taylor
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - William R. Bishai
- Department of Medicine/Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | | | - Lars M. Steinmetz
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, 69117 Heidelberg, Germany
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA 94304, USA
- Department of Genetics, School of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Joel S. Bader
- Department of Biomedical Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
- High Throughput Biology Center, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Weimin Zhang
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY 10016, USA
| | - Jef D. Boeke
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY 10016, USA
- High Throughput Biology Center, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn, NY 11201, USA
| | - Srinivasan Chandrasegaran
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
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7
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Ukadike KC, Najjar R, Ni K, Laine A, Wang X, Bays A, Taylor MS, LaCava J, Mustelin T. Expression of L1 retrotransposons in granulocytes from patients with active systemic lupus erythematosus. Mob DNA 2023; 14:5. [PMID: 37165451 PMCID: PMC10170740 DOI: 10.1186/s13100-023-00293-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 05/04/2023] [Indexed: 05/12/2023] Open
Abstract
BACKGROUND Patients with systemic lupus erythematosus (SLE) have autoantibodies against the L1-encoded open-reading frame 1 protein (ORF1p). Here, we report (i) which immune cells ORF1p emanates from, (ii) which L1 loci are transcriptionally active, (iii) whether the cells express L1-dependent interferon and interferon-stimulated genes, and (iv) the effect of inhibition of L1 ORF2p by reverse transcriptase inhibitors. RESULTS L1 ORF1p was detected by flow cytometry primarily in SLE CD66b+CD15+ regular and low-density granulocytes, but much less in other immune cell lineages. The amount of ORF1p was higher in neutrophils from patients with SLE disease activity index (SLEDAI) > 6 (p = 0.011) compared to patients with inactive disease, SLEDAI < 4. Patient neutrophils transcribed seven to twelve human-specific L1 loci (L1Hs), but only 3 that are full-length and with an intact ORF1. Besides serving as a source of detectable ORF1p, the most abundant transcript encoded a truncated ORF2p reverse transcriptase predicted to remain cytosolic, while the two other encoded an intact full-length ORF2p. A number of genes encoding proteins that influence L1 transcription positively or negatively were altered in patients, particularly those with active disease, compared to healthy controls. Components of nucleic acid sensing and interferon induction were also altered. SLE neutrophils also expressed type I interferon-inducible genes and interferon β, which were substantially reduced after treatment of the cells with drugs known to inhibit ORF2p reverse transcriptase activity. CONCLUSIONS We identified L1Hs loci that are transcriptionally active in SLE neutrophils, and a reduction in the epigenetic silencing mechanisms that normally counteract L1 transcription. SLE neutrophils contained L1-encoded ORF1p protein, as well as activation of the type I interferon system, which was inhibited by treatment with reverse transcriptase inhibitors. Our findings will enable a deeper analysis of L1 dysregulation and its potential role in SLE pathogenesis.
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Affiliation(s)
- Kennedy C Ukadike
- Department of Medicine, Division of Rheumatology, University of Washington, 750 Republican Street, Room E507, Seattle, WA, 99108, USA
- Department of Internal Medicine, Renown Rheumatology, Renown Health - University of Nevada, Reno School of Medicine, 75 Pringle Way, Suite 701, Reno, NV, 89502, USA
| | - Rayan Najjar
- Department of Medicine, Division of Rheumatology, University of Washington, 750 Republican Street, Room E507, Seattle, WA, 99108, USA
| | - Kathryn Ni
- Department of Medicine, Division of Rheumatology, University of Washington, 750 Republican Street, Room E507, Seattle, WA, 99108, USA
| | - Amanda Laine
- Department of Medicine, Division of Rheumatology, University of Washington, 750 Republican Street, Room E507, Seattle, WA, 99108, USA
| | - Xiaoxing Wang
- Department of Medicine, Division of Rheumatology, University of Washington, 750 Republican Street, Room E507, Seattle, WA, 99108, USA
| | - Alison Bays
- Department of Medicine, Division of Rheumatology, University of Washington, 750 Republican Street, Room E507, Seattle, WA, 99108, USA
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - John LaCava
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA
- European Research Institute for the Biology of Ageing, University Medical Center Groningen, Groningen, The Netherlands
| | - Tomas Mustelin
- Department of Medicine, Division of Rheumatology, University of Washington, 750 Republican Street, Room E507, Seattle, WA, 99108, USA.
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8
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Taylor MS, Connie W, Fridy PC, Zhang SJ, Senussi Y, Wolters JC, Cheng WC, Heaps J, Miller BD, Mori K, Cohen L, Jiang H, Molloy KR, Norden BL, Chait BT, Goggins M, 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, Jung E, Arora KS, Zukerberg LR, Yilmaz OH, Chi G, Matulonis UA, Song Y, Nieman L, Parikh AR, Strickland M, Corcoran RB, Mustelin T, Eng G, Yilmaz ÃMH, 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 multi-cancer biomarker. bioRxiv 2023:2023.01.25.525462. [PMID: 36747644 PMCID: PMC9900799 DOI: 10.1101/2023.01.25.525462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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.
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9
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Di Stefano LH, Saba LJ, Oghbaie M, Jiang H, McKerrow W, Benitez-Guijarro M, Taylor MS, LaCava J. Affinity-Based Interactome Analysis of Endogenous LINE-1 Macromolecules. Methods Mol Biol 2023; 2607:215-256. [PMID: 36449166 DOI: 10.1007/978-1-0716-2883-6_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
During their proliferation and the host's concomitant attempts to suppress it, LINE-1 (L1) retrotransposons give rise to a collection of heterogeneous ribonucleoproteins (RNPs); their protein and RNA compositions remain poorly defined. The constituents of L1-associated macromolecules can differ depending on numerous factors, including, for example, position within the L1 life cycle, whether the macromolecule is productive or under suppression, and the cell type within which the proliferation is occurring. This chapter describes techniques that aid the capture and characterization of protein and RNA components of L1 macromolecules from tissues that natively express them. The protocols described have been applied to embryonal carcinoma cell lines that are popular model systems for L1 molecular biology (e.g., N2102Ep, NTERA-2, and PA-1 cells), as well as colorectal cancer tissues. N2102Ep cells are given as the use case for this chapter; the protocols should be applicable to essentially any tissue exhibiting endogenous L1 expression with minor modifications.
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10
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Sonal S, Deshpande V, Ting DT, Cusack JC, Parikh AR, Neyaz A, Pankaj A, Taylor MS, Dinaux AM, Leijssen LGJ, Boudreau C, Locascio JJ, Kunitake H, Goldstone RN, Bordeianou LG, Cauley CE, Ricciardi R, Berger DL. ASO Visual Abstract: Molecular Basis of Extramural Vascular Invasion (EMVI) in Colorectal Carcinoma : Tumor Microenvironment in EMVI-Positive Colorectal Carcinoma. Ann Surg Oncol 2022; 29:7384-7385. [PMID: 36008742 DOI: 10.1245/s10434-022-12343-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- Swati Sonal
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - David T Ting
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, USA
| | - James C Cusack
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Aparna R Parikh
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, USA
| | - Azfar Neyaz
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Amaya Pankaj
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA, USA
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Anne M Dinaux
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Chirurgie, Albert Schweitzer Ziekenhuis, Dordrecht, Zuid-Holland, Netherlands
| | - Lieve G J Leijssen
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Chloe Boudreau
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Joseph J Locascio
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Hiroko Kunitake
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Robert N Goldstone
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Liliana G Bordeianou
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Christy E Cauley
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Rocco Ricciardi
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - David L Berger
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
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11
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Sonal S, Deshpande V, Ting DT, Cusack JC, Parikh AR, Neyaz A, Pankaj A, Taylor MS, Dinaux AM, Leijssen LGJ, Boudreau C, Locascio JJ, Kunitake H, Goldstone RN, Bordeianou LG, Cauley CE, Ricciardi R, Berger DL. Molecular Basis of Extramural Vascular Invasion (EMVI) in Colorectal Carcinoma. Ann Surg Oncol 2022; 29:7372-7382. [PMID: 35917013 DOI: 10.1245/s10434-022-12212-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 06/27/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND Extramural vascular invasion (EMVI) is a known poor prognostic factor in colorectal carcinoma; however, its molecular basis has not been defined. This study aimed to assess the expression of molecular markers in EMVI positive colorectal carcinoma to understand their tumor microenvironment. METHODS Immunohistochemistry was performed on tissue microarrays of surgically resected colorectal cancer specimens for immunological markers, and BRAFV600E mutation (and on the tissue blocks for mismatch repair proteins). Automated quantification was used for CD8, LAG3, FOXP3, PU1, and CD163, and manual quantification was used for PDL1, HLA I markers (beta-2 microglobulin, HC10), and HLA II. The Wilcoxon rank-sum test was used to compare EMVI positive and negative tumors. A logistic regression model was fitted to assess the predictive effect of biomarkers on EMVI. RESULTS There were 340 EMVI positive and 678 EMVI negative chemo naïve tumors. PDL1 was barely expressed on tumor cells (median 0) in the entire cohort. We found a significantly lower expression of CD8, LAG3, FOXP3, PU1 cells, PDL1 positive macrophages, and beta-2 microglobulin on tumor cells in the EMVI positive subset (p ≤ 0.001). There was no association of BRAFV600E or deficient mismatch repair proteins (dMMR) with EMVI. PU1 (OR 0.8, 0.7-0.9) and low PDL1 (OR 1.6, 1.1-2.3) independently predicted EMVI on multivariate logistic regression among all biomarkers examined. CONCLUSION There is a generalized blunting of immune response in EMVI positive colorectal carcinoma, which may contribute to a worse prognosis. Tumor-associated macrophages seem to play the most significant role in determining EMVI.
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Affiliation(s)
- Swati Sonal
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - David T Ting
- Massachusetts General Hospital Cancer Center & Harvard Medical School, Boston, MA, USA
| | - James C Cusack
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Aparna R Parikh
- Massachusetts General Hospital Cancer Center & Harvard Medical School, Boston, MA, USA
| | - Azfar Neyaz
- Department of Pathology, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA.,Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Amaya Pankaj
- Massachusetts General Hospital Cancer Center & Harvard Medical School, Boston, MA, USA
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Anne M Dinaux
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA.,Chirurgie, Albert Schweitzer Ziekenhuis, Dordrecht, The Netherlands
| | - Lieve G J Leijssen
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA.,Department of Gastroenterology and Hepatology, Amsterdams University Medical Centers, Amsterdam, The Netherlands
| | - Chloe Boudreau
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Joseph J Locascio
- Department of Neurology, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Hiroko Kunitake
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Robert N Goldstone
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Liliana G Bordeianou
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Christy E Cauley
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - Rocco Ricciardi
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA
| | - David L Berger
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital & Harvard Medical School, Boston, MA, USA.
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12
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Rajurkar M, Parikh AR, Solovyov A, You E, Kulkarni AS, Chu C, Xu KH, Jaicks C, Taylor MS, Wu C, Alexander KA, Good CR, Szabolcs A, Gerstberger S, Tran AV, Xu N, Ebright RY, Van Seventer EE, Vo KD, Tai EC, Lu C, Joseph-Chazan J, Raabe MJ, Nieman LT, Desai N, Arora KS, Ligorio M, Thapar V, Cohen L, Garden PM, Senussi Y, Zheng H, Allen JN, Blaszkowsky LS, Clark JW, Goyal L, Wo JY, Ryan DP, Corcoran RB, Deshpande V, Rivera MN, Aryee MJ, Hong TS, Berger SL, Walt DR, Burns KH, Park PJ, Greenbaum BD, Ting DT. Reverse Transcriptase Inhibition Disrupts Repeat Element Life Cycle in Colorectal Cancer. Cancer Discov 2022; 12:1462-1481. [PMID: 35320348 PMCID: PMC9167735 DOI: 10.1158/2159-8290.cd-21-1117] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 01/27/2022] [Accepted: 03/08/2022] [Indexed: 11/16/2022]
Abstract
Altered RNA expression of repetitive sequences and retrotransposition are frequently seen in colorectal cancer, implicating a functional importance of repeat activity in cancer progression. We show the nucleoside reverse transcriptase inhibitor 3TC targets activities of these repeat elements in colorectal cancer preclinical models with a preferential effect in p53-mutant cell lines linked with direct binding of p53 to repeat elements. We translate these findings to a human phase II trial of single-agent 3TC treatment in metastatic colorectal cancer with demonstration of clinical benefit in 9 of 32 patients. Analysis of 3TC effects on colorectal cancer tumorspheres demonstrates accumulation of immunogenic RNA:DNA hybrids linked with induction of interferon response genes and DNA damage response. Epigenetic and DNA-damaging agents induce repeat RNAs and have enhanced cytotoxicity with 3TC. These findings identify a vulnerability in colorectal cancer by targeting the viral mimicry of repeat elements. SIGNIFICANCE Colorectal cancers express abundant repeat elements that have a viral-like life cycle that can be therapeutically targeted with nucleoside reverse transcriptase inhibitors (NRTI) commonly used for viral diseases. NRTIs induce DNA damage and interferon response that provide a new anticancer therapeutic strategy. This article is highlighted in the In This Issue feature, p. 1397.
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Affiliation(s)
- Mihir Rajurkar
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | - Aparna R. Parikh
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Alexander Solovyov
- Computational Oncology, Department of Epidemiology and Biostatistics; Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Eunae You
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | | | - Chong Chu
- Department of Biomedical Informatics, Harvard Medical School; Boston, MA, USA
| | - Katherine H. Xu
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | - Christopher Jaicks
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | - Martin S. Taylor
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Connie Wu
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School; Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard Medical School; Boston, MA, USA
| | - Katherine A. Alexander
- Epigenetics Institute, Departments of Cell and Developmental Biology, Genetics, and Biology, Perelman School of Medicine, University of Pennsylvania; Philadelphia, PA, USA
| | - Charly R. Good
- Epigenetics Institute, Departments of Cell and Developmental Biology, Genetics, and Biology, Perelman School of Medicine, University of Pennsylvania; Philadelphia, PA, USA
| | - Annamaria Szabolcs
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | - Stefanie Gerstberger
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Antuan V. Tran
- Department of Biomedical Informatics, Harvard Medical School; Boston, MA, USA
| | - Nova Xu
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | - Richard Y. Ebright
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | | | - Kevin D. Vo
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | - Eric C. Tai
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | - Chenyue Lu
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | | | - Michael J. Raabe
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | - Linda T. Nieman
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | - Niyati Desai
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | - Kshitij S. Arora
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Matteo Ligorio
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Vishal Thapar
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
| | - Limor Cohen
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School; Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard Medical School; Boston, MA, USA
| | - Padric M. Garden
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School; Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard Medical School; Boston, MA, USA
| | - Yasmeen Senussi
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School; Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard Medical School; Boston, MA, USA
| | - Hui Zheng
- Biostatistics Center, Massachusetts General Hospital, Boston, MA, USA
| | - Jill N. Allen
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Lawrence S. Blaszkowsky
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Jeffrey W. Clark
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Lipika Goyal
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Jennifer Y. Wo
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - David P. Ryan
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Ryan B. Corcoran
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Vikram Deshpande
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Miguel N. Rivera
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Martin J. Aryee
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Theodore S. Hong
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
| | - Shelley L. Berger
- Epigenetics Institute, Departments of Cell and Developmental Biology, Genetics, and Biology, Perelman School of Medicine, University of Pennsylvania; Philadelphia, PA, USA
| | - David R. Walt
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School; Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard Medical School; Boston, MA, USA
| | - Kathleen H. Burns
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School; Boston, MA, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Harvard Medical School; Boston, MA, USA
| | - Peter J. Park
- Department of Biomedical Informatics, Harvard Medical School; Boston, MA, USA
| | - Benjamin D. Greenbaum
- Computational Oncology, Department of Epidemiology and Biostatistics; Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Physiology, Biophysics & Systems Biology, Weill Cornell Medicine, Weill Cornell Medical College, New York, NY, USA
| | - David T. Ting
- Mass General Cancer Center, Harvard Medical School; Charlestown, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School; Boston, MA, USA
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13
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Reijns MAM, Parry DA, Williams TC, Nadeu F, Hindshaw RL, Rios Szwed DO, Nicholson MD, Carroll P, Boyle S, Royo R, Cornish AJ, Xiang H, Ridout K, Schuh A, Aden K, Palles C, Campo E, Stankovic T, Taylor MS, Jackson AP. Publisher Correction: Signatures of TOP1 transcription-associated mutagenesis in cancer and germline. Nature 2022; 605:E7. [PMID: 35504971 PMCID: PMC9117124 DOI: 10.1038/s41586-022-04812-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Affiliation(s)
- Martin A M Reijns
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK.
| | - David A Parry
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Thomas C Williams
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
- Biomedical Genomics, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Ferran Nadeu
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Rebecca L Hindshaw
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Diana O Rios Szwed
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Michael D Nicholson
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Paula Carroll
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Shelagh Boyle
- Genome Regulation, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Romina Royo
- Barcelona Supercomputing Center (BSC), Barcelona, Spain
| | | | - Hang Xiang
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - Kate Ridout
- Department of Oncology, University of Oxford, Oxford, UK
| | - Anna Schuh
- Department of Oncology, University of Oxford, Oxford, UK
| | - Konrad Aden
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - Claire Palles
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Elias Campo
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hospital Clínic of Barcelona, Barcelona, Spain
- Departament de Fonaments Clínics, Universitat de Barcelona, Barcelona, Spain
| | - Tatjana Stankovic
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Martin S Taylor
- Biomedical Genomics, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK.
| | - Andrew P Jackson
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK.
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14
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Younger NT, Wilson ML, Martinez Lyons A, Jarman EJ, Meynert AM, Grimes GR, Gournopanos K, Waddell SH, Tennant PA, Wilson DH, Guest RV, Wigmore SJ, Acosta JC, Kendall TJ, Taylor MS, Sproul D, Mill P, Boulter L. In Vivo Modeling of Patient Genetic Heterogeneity Identifies New Ways to Target Cholangiocarcinoma. Cancer Res 2022; 82:1548-1559. [PMID: 35074757 PMCID: PMC9359731 DOI: 10.1158/0008-5472.can-21-2556] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 12/14/2021] [Accepted: 01/18/2022] [Indexed: 01/07/2023]
Abstract
Intrahepatic cholangiocarcinoma (ICC) is an aggressive malignancy of the bile ducts within the liver characterized by high levels of genetic heterogeneity. In the context of such genetic variability, determining which oncogenic mutations drive ICC growth has been difficult, and developing modes of patient stratification and targeted therapies remains challenging. Here we model the interactions between rare mutations with more common driver genes and combine in silico analysis of patient data with highly multiplexed in vivo CRISPR-spCas9 screens to perform a functional in vivo study into the role genetic heterogeneity plays in driving ICC. Novel tumor suppressors were uncovered, which, when lost, cooperate with the RAS oncoprotein to drive ICC growth. Focusing on a set of driver mutations that interact with KRAS to initiate aggressive, sarcomatoid-type ICC revealed that tumor growth relies on Wnt and PI3K signaling. Pharmacologic coinhibition of Wnt and PI3K in vivo impeded ICC growth regardless of mutational profile. Therefore, Wnt and PI3K activity should be considered as a signature by which patients can be stratified for treatment independent of tumor genotype, and inhibitors of these pathways should be levied to treat ICC. SIGNIFICANCE This work shows that, despite significant genetic heterogeneity, intrahepatic cholangiocarcinoma relies on a limited number of signaling pathways to grow, suggesting common therapeutic vulnerabilities across patients.
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Affiliation(s)
- Nicholas T. Younger
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Mollie L. Wilson
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Anabel Martinez Lyons
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Edward J. Jarman
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Alison M. Meynert
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Graeme R. Grimes
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Konstantinos Gournopanos
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Scott H. Waddell
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Peter A. Tennant
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - David H. Wilson
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Rachel V. Guest
- Clinical Surgery, University of Edinburgh, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - Stephen J. Wigmore
- Clinical Surgery, University of Edinburgh, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - Juan Carlos Acosta
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, Crewe Road South, Edinburgh, United Kingdom
| | - Timothy J. Kendall
- Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
| | - Martin S. Taylor
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Duncan Sproul
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Pleasantine Mill
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
| | - Luke Boulter
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
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15
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Young RS, Talmane L, Marion de Procé S, Taylor MS. The contribution of evolutionarily volatile promoters to molecular phenotypes and human trait variation. Genome Biol 2022; 23:89. [PMID: 35379293 PMCID: PMC8978360 DOI: 10.1186/s13059-022-02634-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 02/16/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Promoters are sites of transcription initiation that harbour a high concentration of phenotype-associated genetic variation. The evolutionary gain and loss of promoters between species (collectively, termed turnover) is pervasive across mammalian genomes and may play a prominent role in driving human phenotypic diversity. RESULTS We classified human promoters by their evolutionary history during the divergence of mouse and human lineages from a common ancestor. This defined conserved, human-inserted and mouse-deleted promoters, and a class of functional-turnover promoters that align between species but are only active in humans. We show that promoters of all evolutionary categories are hotspots for substitution and often, insertion mutations. Loci with a history of insertion and deletion continue that mode of evolution within contemporary humans. The presence of an evolutionary volatile promoter within a gene is associated with increased expression variance between individuals, but only in the case of human-inserted and mouse-deleted promoters does that correspond to an enrichment of promoter-proximal genetic effects. Despite the enrichment of these molecular quantitative trait loci (QTL) at evolutionarily volatile promoters, this does not translate into a corresponding enrichment of phenotypic traits mapping to these loci. CONCLUSIONS Promoter turnover is pervasive in the human genome, and these promoters are rich in molecularly quantifiable but phenotypically inconsequential variation in gene expression. However, since evolutionarily volatile promoters show evidence of selection, coupled with high mutation rates and enrichment of QTLs, this implicates them as a source of evolutionary innovation and phenotypic variation, albeit with a high background of selectively neutral expression variation.
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Affiliation(s)
- Robert S Young
- Usher Institute, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG, UK. .,Zhejiang University - University of Edinburgh Institute, Zhejiang University, 718 East Haizhou Road, 314400, Haining, China. .,MRC Human Genetics Unit, Institute for Genetics and Cancer, University of Edinburgh, Crewe Road, Edinburgh, EH4 2XU, UK.
| | - Lana Talmane
- MRC Human Genetics Unit, Institute for Genetics and Cancer, University of Edinburgh, Crewe Road, Edinburgh, EH4 2XU, UK
| | - Sophie Marion de Procé
- Usher Institute, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG, UK.,MRC Human Genetics Unit, Institute for Genetics and Cancer, University of Edinburgh, Crewe Road, Edinburgh, EH4 2XU, UK
| | - Martin S Taylor
- MRC Human Genetics Unit, Institute for Genetics and Cancer, University of Edinburgh, Crewe Road, Edinburgh, EH4 2XU, UK.
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16
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Reijns MAM, Parry DA, Williams TC, Nadeu F, Hindshaw RL, Rios Szwed DO, Nicholson MD, Carroll P, Boyle S, Royo R, Cornish AJ, Xiang H, Ridout K, Schuh A, Aden K, Palles C, Campo E, Stankovic T, Taylor MS, Jackson AP. Signatures of TOP1 transcription-associated mutagenesis in cancer and germline. Nature 2022; 602:623-631. [PMID: 35140396 PMCID: PMC8866115 DOI: 10.1038/s41586-022-04403-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 01/04/2022] [Indexed: 12/24/2022]
Abstract
The mutational landscape is shaped by many processes. Genic regions are vulnerable to mutation but are preferentially protected by transcription-coupled repair1. In microorganisms, transcription has been demonstrated to be mutagenic2,3; however, the impact of transcription-associated mutagenesis remains to be established in higher eukaryotes4. Here we show that ID4-a cancer insertion-deletion (indel) mutation signature of unknown aetiology5 characterized by short (2 to 5 base pair) deletions -is due to a transcription-associated mutagenesis process. We demonstrate that defective ribonucleotide excision repair in mammals is associated with the ID4 signature, with mutations occurring at a TNT sequence motif, implicating topoisomerase 1 (TOP1) activity at sites of genome-embedded ribonucleotides as a mechanistic basis. Such TOP1-mediated deletions occur somatically in cancer, and the ID-TOP1 signature is also found in physiological settings, contributing to genic de novo indel mutations in the germline. Thus, although topoisomerases protect against genome instability by relieving topological stress6, their activity may also be an important source of mutations in the human genome.
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Affiliation(s)
- Martin A M Reijns
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK.
| | - David A Parry
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Thomas C Williams
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
- Biomedical Genomics, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Ferran Nadeu
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Rebecca L Hindshaw
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Diana O Rios Szwed
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Michael D Nicholson
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Paula Carroll
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Shelagh Boyle
- Genome Regulation, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Romina Royo
- Barcelona Supercomputing Center (BSC), Barcelona, Spain
| | | | - Hang Xiang
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - Kate Ridout
- Department of Oncology, University of Oxford, Oxford, UK
| | - Anna Schuh
- Department of Oncology, University of Oxford, Oxford, UK
| | - Konrad Aden
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - Claire Palles
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Elias Campo
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
- Hospital Clínic of Barcelona, Barcelona, Spain
- Departament de Fonaments Clínics, Universitat de Barcelona, Barcelona, Spain
| | - Tatjana Stankovic
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Martin S Taylor
- Biomedical Genomics, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK.
| | - Andrew P Jackson
- Disease Mechanisms, MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK.
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17
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Rickelt S, Neyaz A, Condon C, Whittaker CA, Zaidi AH, Taylor MS, Abbruzzese G, Mattia AR, Zukerberg L, Shroff SG, Yilmaz OH, Yılmaz O, Wu EY, Choi WT, Jobe BA, Odze RD, Patil DT, Deshpande V, Hynes RO. Agrin loss in Barrett's esophagus-related neoplasia and its utility as a diagnostic and predictive biomarker. Clin Cancer Res 2021; 28:1167-1179. [PMID: 34785582 DOI: 10.1158/1078-0432.ccr-21-2822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 09/29/2021] [Accepted: 11/10/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE There is an unmet need for identifying novel biomarkers in Barrett's esophagus (BE) that could stratify patients with regards to neoplastic progression. We investigate the expression patterns of extracellular matrix (ECM) molecules in BE and BE-related neoplasia, and assess their value as biomarkers for the diagnosis of BE-related neoplasia and to predict neoplastic progression. EXPERIMENTAL DESIGN Gene expression analyses of ECM matrisome gene sets were performed using publicly available data on human BE, BE-related dysplasia, esophageal ADCA and normal esophagus. Immunohistochemical expression of basement membrane (BM) marker agrin (AGRN) and p53 was analyzed in biopsies of BE-related neoplasia from 321 patients in three independent cohorts. RESULTS Differential gene expression analysis revealed significant enrichment of ECM matrisome gene sets in dysplastic BE and ADCA compared with controls. Loss of BM AGRN expression was observed in both BE-related dysplasia and ADCA. The mean AGRN loss in BE glands was significantly higher in BErelated dysplasia and ADCA compared to non-dysplastic BE (NDBE; p<0.001; specificity=82.2% and sensitivity=96.4%). Loss of AGRN was significantly higher in NDBE samples from progressors compared to non-progressors (p<0.001) and identified patients who progressed to advanced neoplasia with a specificity of 80.2% and sensitivity of 54.8%. Moreover, the combination of AGRN loss and abnormal p53 staining identified progression to BE-related advanced neoplasia with a specificity and sensitivity of 86.5% and 58.7%. CONCLUSIONS We highlight ECM changes during BE progression to neoplasia. BM AGRN loss is a novel diagnostic biomarker that can identify NDBE patients at increased risk of developing advanced neoplasia.
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Affiliation(s)
- Steffen Rickelt
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology
| | - Azfar Neyaz
- Department of Pathology, Massachusetts General Hospital
| | - Charlene Condon
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology
| | - Charles A Whittaker
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology
| | - Ali H Zaidi
- Esophageal and Lung Institute, Allegheny Health Network
| | | | - Genevieve Abbruzzese
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology
| | | | | | | | - Omer H Yilmaz
- The David H. Koch Institute for Integrative Cancer Research at MIT, Massachusetts Institute of Technology
| | - Osman Yılmaz
- Pathology & Laboratory Medicine, Boston University School of Medicine
| | | | - Won-Tak Choi
- Department of Pathology, University of California, San Francisco
| | | | | | - Deepa T Patil
- Department of Pathology, Brigham and Women's Hospital
| | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School
| | - Richard O Hynes
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology
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18
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Kaiser VB, Talmane L, Kumar Y, Semple F, MacLennan M, FitzPatrick DR, Taylor MS, Semple CA. Mutational bias in spermatogonia impacts the anatomy of regulatory sites in the human genome. Genome Res 2021; 31:1994-2007. [PMID: 34417209 PMCID: PMC8559717 DOI: 10.1101/gr.275407.121] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 08/19/2021] [Indexed: 12/03/2022]
Abstract
Mutation in the germline is the ultimate source of genetic variation, but little is known about the influence of germline chromatin structure on mutational processes. Using ATAC-seq, we profile the open chromatin landscape of human spermatogonia, the most proliferative cell type of the germline, identifying transcription factor binding sites (TFBSs) and PRDM9 binding sites, a subset of which will initiate meiotic recombination. We observe an increase in rare structural variant (SV) breakpoints at PRDM9-bound sites, implicating meiotic recombination in the generation of structural variation. Many germline TFBSs, such as NRF1, are also associated with increased rates of SV breakpoints, apparently independent of recombination. Singleton short insertions (≥5 bp) are highly enriched at TFBSs, particularly at sites bound by testis active TFs, and their rates correlate with those of structural variant breakpoints. Short insertions often duplicate the TFBS motif, leading to clustering of motif sites near regulatory regions in this male-driven evolutionary process. Increased mutation loads at germline TFBSs disproportionately affect neural enhancers with activity in spermatogonia, potentially altering neurodevelopmental regulatory architecture. Local chromatin structure in spermatogonia is thus pervasive in shaping both evolution and disease.
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Affiliation(s)
- Vera B Kaiser
- MRC Human Genetics Unit, MRC Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, United Kingdom
| | - Lana Talmane
- MRC Human Genetics Unit, MRC Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, United Kingdom
| | - Yatendra Kumar
- MRC Human Genetics Unit, MRC Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, United Kingdom
| | - Fiona Semple
- MRC Human Genetics Unit, MRC Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, United Kingdom
| | - Marie MacLennan
- MRC Human Genetics Unit, MRC Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, United Kingdom
| | - David R FitzPatrick
- MRC Human Genetics Unit, MRC Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, United Kingdom
| | - Martin S Taylor
- MRC Human Genetics Unit, MRC Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, United Kingdom
| | - Colin A Semple
- MRC Human Genetics Unit, MRC Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, United Kingdom
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19
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Chebib I, Taylor MS, Nardi V, Rivera MN, Lennerz JK, Cote GM, Choy E, Lozano Calderón SA, Raskin KA, Schwab JH, Mullen JT, Chen YLE, Hung YP, Nielsen GP, Deshpande V. Clinical Utility of Anchored Multiplex Solid Fusion Assay for Diagnosis of Bone and Soft Tissue Tumors. Am J Surg Pathol 2021; 45:1127-1137. [PMID: 34115673 DOI: 10.1097/pas.0000000000001745] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Sarcoma diagnosis has become increasingly complex, requiring a combination of morphology, immunohistochemistry, and molecular studies to derive specific diagnoses. We evaluated the role of anchored multiplex polymerase chain reaction-based gene fusion assay in sarcoma diagnostics. Between 2015 and 2018, bone and soft tissue sarcomas with fusion assay results were compared with the histologic diagnosis. Of 143 sarcomas tested for fusions, 43 (30%) had a detectable fusion. In review, they could be classified into 2 main categories: (1) 31 tumors with concordant morphologic and fusion data; and (2) 12 tumors where the fusion panel identified an unexpected rearrangement that played a significant role in classification. The overall concordance of the fusion assay results with morphology/immunohistochemistry or alternate confirmatory molecular studies was 83%. Collectively, anchored multiplex polymerase chain reaction-based solid fusion assay represents a robust means of detecting targeted fusions with known and novel partners. The predictive value of the panel is highest in tumors that show a monomorphic cell population, round cell tumors, as well as tumors rich in inflammatory cells. However, with an increased ability to discover fusions of uncertain significance, it remains essential to emphasize that the diagnosis of bone and soft tissue neoplasms requires the integration of morphology and immunohistochemical profile with these molecular methods, for accurate diagnosis and optimal clinical management of sarcomas.
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Affiliation(s)
| | | | | | | | | | - Gregory M Cote
- Department of Internal Medicine, Division of Hematology/Oncology
| | - Edwin Choy
- Department of Internal Medicine, Division of Hematology/Oncology
| | | | | | | | | | - Yen-Lin E Chen
- Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Yin P Hung
- James Homer Wright Pathology Laboratories
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20
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Michelakos T, Cai L, Villani V, Sabbatino F, Kontos F, Fernández-Del Castillo C, Yamada T, Neyaz A, Taylor MS, Deshpande V, Kurokawa T, Ting DT, Qadan M, Weekes CD, Allen JN, Clark JW, Hong TS, Ryan DP, Wo JY, Warshaw AL, Lillemoe KD, Ferrone S, Ferrone CR. Tumor Microenvironment Immune Response in Pancreatic Ductal Adenocarcinoma Patients Treated With Neoadjuvant Therapy. J Natl Cancer Inst 2021; 113:182-191. [PMID: 32497200 DOI: 10.1093/jnci/djaa073] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 04/08/2020] [Accepted: 05/11/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Neoadjuvant folinic acid, fluorouracil, irinotecan, and oxaliplatin (FOLFIRINOX) and chemoradiation have been used to downstage borderline and locally advanced pancreatic ductal adenocarcinoma (PDAC). Whether neoadjuvant therapy-induced tumor immune response contributes to the improved survival is unknown. Therefore, we evaluated whether neoadjuvant therapy induces an immune response towards PDAC. METHODS Clinicopathological variables were collected for surgically resected PDACs at the Massachusetts General Hospital (1998-2016). Neoadjuvant regimens included FOLFIRINOX with or without chemoradiation, proton chemoradiation (25 Gy), photon chemoradiation (50.4 Gy), or no neoadjuvant therapy. Human leukocyte antigen (HLA) class I and II expression and immune cell infiltration (CD4+, FoxP3+, CD8+, granzyme B+ cells, and M2 macrophages) were analyzed immunohistochemically and correlated with clinicopathologic variables. The antitumor immune response was compared among neoadjuvant therapy regimens. All statistical tests were 2-sided. RESULTS Two hundred forty-eight PDAC patients were included. The median age was 64 years and 50.0% were female. HLA-A defects were less frequent in the FOLFIRINOX cohort (P = .006). HLA class II expression was lowest in photon and highest in proton patients (P = .02). The FOLFIRINOX cohort exhibited the densest CD8+ cell infiltration (P < .001). FOLFIRINOX and proton patients had the highest CD4+ and lowest T regulatory (FoxP3+) cell density, respectively. M2 macrophage density was statistically significantly higher in the treatment-naïve group (P < .001) in which dense M2 macrophage infiltration was an independent predictor of poor overall survival. CONCLUSIONS Neoadjuvant FOLFIRINOX with or without chemoradiation may induce immunologically relevant changes in the tumor microenvironment. It may reduce HLA-A defects, increase CD8+ cell density, and decrease T regulatory cell and M2 macrophage density. Therefore, neoadjuvant FOLFIRINOX therapy may benefit from combinations with checkpoint inhibitors, which can enhance patients' antitumor immune response.
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Affiliation(s)
- Theodoros Michelakos
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Lei Cai
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.,Department of Hepatobiliary Surgery, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Vincenzo Villani
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Francesco Sabbatino
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Filippos Kontos
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Teppei Yamada
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Azfar Neyaz
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Tomohiro Kurokawa
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - David T Ting
- Massachusetts General Hospital Cancer Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Motaz Qadan
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Colin D Weekes
- Department of Hematology/Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jill N Allen
- Department of Hematology/Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jeffrey W Clark
- Department of Hematology/Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Theodore S Hong
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - David P Ryan
- Department of Hematology/Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jennifer Y Wo
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Andrew L Warshaw
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Keith D Lillemoe
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Soldano Ferrone
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Cristina R Ferrone
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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21
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Pereira B, Chen CT, Goyal L, Walmsley C, Pinto CJ, Baiev I, Allen R, Henderson L, Saha S, Reyes S, Taylor MS, Fitzgerald DM, Broudo MW, Sahu A, Gao X, Winckler W, Brannon AR, Engelman JA, Leary R, Stone JR, Campbell CD, Juric D. Cell-free DNA captures tumor heterogeneity and driver alterations in rapid autopsies with pre-treated metastatic cancer. Nat Commun 2021; 12:3199. [PMID: 34045463 PMCID: PMC8160338 DOI: 10.1038/s41467-021-23394-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 04/23/2021] [Indexed: 02/04/2023] Open
Abstract
In patients with metastatic cancer, spatial heterogeneity of somatic alterations may lead to incomplete assessment of a cancer's mutational profile when analyzing a single tumor biopsy. In this study, we perform sequencing of cell-free DNA (cfDNA) and distinct metastatic tissue samples from ten rapid autopsy cases with pre-treated metastatic cancer. We show that levels of heterogeneity in genetic biomarkers vary between patients but that gene expression signatures representative of the tumor microenvironment are more consistent. Across nine patients with plasma samples available, we are able to detect 62/62 truncal and 47/121 non-truncal point mutations in cfDNA. We observe that mutation clonality in cfDNA is correlated with the number of metastatic lesions in which the mutation is detected and use this result to derive a clonality threshold to classify truncal and non-truncal driver alterations with reasonable specificity. In contrast, mutation truncality is more often incorrectly assigned when studying single tissue samples. Our results demonstrate the utility of a single cfDNA sample relative to that of single tissue samples when treating patients with metastatic cancer.
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Affiliation(s)
- Bernard Pereira
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - Christopher T. Chen
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Lipika Goyal
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Charlotte Walmsley
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Christopher J. Pinto
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Islam Baiev
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Read Allen
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Laura Henderson
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Supriya Saha
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Stephanie Reyes
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Martin S. Taylor
- grid.32224.350000 0004 0386 9924Department of Pathology, Massachusetts General Hospital, Boston, MA USA
| | - Donna M. Fitzgerald
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Maida Williams Broudo
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Avinash Sahu
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Xin Gao
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Wendy Winckler
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - A. Rose Brannon
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - Jeffrey A. Engelman
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - Rebecca Leary
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - James R. Stone
- grid.32224.350000 0004 0386 9924Department of Pathology, Massachusetts General Hospital, Boston, MA USA
| | - Catarina D. Campbell
- grid.418424.f0000 0004 0439 2056Novartis Institutes for Biomedical Research, Cambridge, MA USA
| | - Dejan Juric
- grid.38142.3c000000041936754XMassachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA USA
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22
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Miller JO, Shih AR, Mino-Kenudson M, Taylor MS, Goldman JL. Trimethoprim-Sulfamethoxazole-associated Fulminant Respiratory Failure in Children and Young Adults. Am J Respir Crit Care Med 2021; 203:918-921. [PMID: 33513317 DOI: 10.1164/rccm.202009-3421le] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Jenna O Miller
- University of Missouri-Kansas City and Children's Mercy Hospital Kansas City, Missouri and
| | - Angela R Shih
- Massachusetts General Hospital and Harvard Medical School Boston, Massachusetts
| | - Mari Mino-Kenudson
- Massachusetts General Hospital and Harvard Medical School Boston, Massachusetts
| | - Martin S Taylor
- Massachusetts General Hospital and Harvard Medical School Boston, Massachusetts
| | - Jennifer L Goldman
- University of Missouri-Kansas City and Children's Mercy Hospital Kansas City, Missouri and
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23
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Hung YP, Chen AL, Taylor MS, Huynh TG, Kem M, Selig MK, Nielsen GP, Lennerz JK, Azzoli CG, Dagogo-Jack I, Kradin RL, Mino-Kenudson M. Thoracic nuclear protein in testis (NUT) carcinoma: expanded pathological spectrum with expression of thyroid transcription factor-1 and neuroendocrine markers. Histopathology 2021; 78:896-904. [PMID: 33231320 DOI: 10.1111/his.14306] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Accepted: 11/19/2020] [Indexed: 12/21/2022]
Abstract
AIMS Nuclear protein in testis (NUT) carcinoma, an aggressive tumour driven by NUTM1 rearrangements, often involves the lung/mediastinum and shows squamous differentiation. We encountered an index patient with a thoracic NUT carcinoma diagnosed by molecular testing, showing extensive pleural involvement and diffuse thyroid transcription factor-1 (TTF-1) expression, initially suggestive of lung adenocarcinoma with pseudomesotheliomatous growth. We thus gathered an institutional series of thoracic NUT carcinomas to examine their pathological spectrum. METHODS AND RESULTS We searched for thoracic NUT carcinomas in our surgical pathology files and in 2289 consecutive patients with primary thoracic tumours investigated with RNA-based assays. We performed NUT immunohistochemistry on 425 additional lung adenocarcinomas. Collectively, we identified six patients (five men and one woman; age 31-80 years; four never-smokers) with thoracic NUT carcinomas confirmed by molecular testing (including five with positive NUT immunohistochemistry). They died at 2.3-12.9 months (median, 2.8 months) after presentation. Two patients were diagnosed by histopathological assessment, and the remaining four (including the index patient) were diagnosed by molecular testing. Analysis of the index case revealed expression of multiple neuroendocrine markers and TTF-1; no ultrastructural evidence of neuroendocrine differentiation was noted. No additional NUT-positive cases were found by immunohistochemical screening. CONCLUSIONS Although NUT carcinoma classically shows squamous differentiation, it can rarely express TTF-1 (even diffusely) and/or multiple neuroendocrine markers. This immunophenotypic spectrum may lead to diagnostic confusion with pulmonary adenocarcinoma, neuroendocrine tumour, and others. To circumvent this pitfall, NUT immunohistochemistry and/or NUTM1 molecular testing should be considered in primitive-appearing tumours, regardless of their immunophenotypic features.
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Affiliation(s)
- Yin P Hung
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Athena L Chen
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Tiffany G Huynh
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Marina Kem
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Martin K Selig
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - G Petur Nielsen
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jochen K Lennerz
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Christopher G Azzoli
- Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Ibiayi Dagogo-Jack
- Cancer Center and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Richard L Kradin
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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24
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Anderson MA, Dhami RS, Fadzen CM, Molina G, Taylor MS, Deshpande V, Qadan M, Catalano OA, Ferrone CR, Mojtahed A. CT and MRI features differentiating mucinous cystic neoplasms of the liver from pathologically simple cysts. Clin Imaging 2021; 76:46-52. [PMID: 33549919 DOI: 10.1016/j.clinimag.2021.01.036] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 01/18/2021] [Accepted: 01/28/2021] [Indexed: 01/11/2023]
Abstract
PURPOSE The purpose of this study was to determine if CT and MRI features can accurately differentiate mucinous cystic neoplasms (MCNs) from simple liver cysts and to compare accuracy of CT and MRI in detecting these features. METHODS Eighty-four surgically treated lesions with pre-operative CT or MRI were evaluated by two abdominal radiologists for upstream biliary dilatation, perfusional change, internal hemorrhage, thin septations, thick septations/nodularity, lobar location, and number of coexistent liver cysts. Odds ratios, sensitivities, specificities, and positive and negative predictive values were calculated for association of each feature with MCNs. RESULTS Of 84 liver lesions, 13 (15%) were MCNs, all in women, and 71 (85%) were simple cysts, in 59 women and 12 men. Thick septations/nodularity, upstream biliary dilation, thin septations, internal hemorrhage, perfusional change, and fewer than 3 coexistent liver cysts were more frequent in MCNs than in simple cysts. The combination of thick septations/nodularity and at least one additional associated feature showed high specificity for MCNs (94-98%). MRI detected significant associations of biliary dilation, thin septations, and hemorrhage/debris with MCNs which CT did not. CONCLUSION Surgically treated MCNs of the liver with preoperative imaging occurred at our institution only in women. Thick septations or nodularity, biliary dilation, thin septations, internal hemorrhage or debris, perfusional change, and fewer than 3 coexistent liver cysts are features that help differentiate MCNs from simple cysts. MRI has advantages over CT in detecting these features.
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Affiliation(s)
- Mark A Anderson
- Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA 02114, USA.
| | - Ranjodh S Dhami
- Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA 02114, USA.
| | - Colin M Fadzen
- Massachusetts General Hospital, Department of Surgery, 55 Fruit Street, Boston, MA 02114, USA.
| | - George Molina
- Brigham and Women's Hospital, Department of Surgery, 75 Francis Street, Boston, MA 02115, USA.
| | - Martin S Taylor
- Massachusetts General Hospital, Department of Pathology, 55 Fruit Street, Boston, MA 02114, USA.
| | - Vikram Deshpande
- Massachusetts General Hospital, Department of Pathology, 55 Fruit Street, Boston, MA 02114, USA.
| | - Motaz Qadan
- Massachusetts General Hospital, Department of Surgery, 55 Fruit Street, Boston, MA 02114, USA.
| | - Onofrio A Catalano
- Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA 02114, USA.
| | - Cristina R Ferrone
- Massachusetts General Hospital, Department of Surgery, 55 Fruit Street, Boston, MA 02114, USA.
| | - Amirkasra Mojtahed
- Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA 02114, USA.
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25
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Liang NE, Taylor MS, Ferrone CR. A Rare Case of Gallbladder Small Cell Carcinoma. J Gastrointest Surg 2021; 25:561-564. [PMID: 32394121 DOI: 10.1007/s11605-020-04620-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Accepted: 04/19/2020] [Indexed: 01/31/2023]
Affiliation(s)
- Norah E Liang
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Cristina R Ferrone
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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26
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Taylor MS. Evolutionary dependencies show paths to cancer development. Nat Genet 2020; 52:1135-1136. [PMID: 33128046 DOI: 10.1038/s41588-020-00728-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Martin S Taylor
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK.
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27
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Michelakos T, Taylor MS, Sekigami Y, Kontos F, Warshaw AL, Lillemoe KD, Ferrone S, Deshpande V, Ferrone CR. Mutation Profile of Borderline/Locally Advanced Pancreatic Ductal Adenocarcinoma Responding to Total Neoadjuvant Therapy with FOLFIRINOX. J Am Coll Surg 2020. [DOI: 10.1016/j.jamcollsurg.2020.07.598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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28
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Ramilowski JA, Yip CW, Agrawal S, Chang JC, Ciani Y, Kulakovskiy IV, Mendez M, Ooi JLC, Ouyang JF, Parkinson N, Petri A, Roos L, Severin J, Yasuzawa K, Abugessaisa I, Akalin A, Antonov IV, Arner E, Bonetti A, Bono H, Borsari B, Brombacher F, Cameron CJ, Cannistraci CV, Cardenas R, Cardon M, Chang H, Dostie J, Ducoli L, Favorov A, Fort A, Garrido D, Gil N, Gimenez J, Guler R, Handoko L, Harshbarger J, Hasegawa A, Hasegawa Y, Hashimoto K, Hayatsu N, Heutink P, Hirose T, Imada EL, Itoh M, Kaczkowski B, Kanhere A, Kawabata E, Kawaji H, Kawashima T, Kelly ST, Kojima M, Kondo N, Koseki H, Kouno T, Kratz A, Kurowska-Stolarska M, Kwon ATJ, Leek J, Lennartsson A, Lizio M, López-Redondo F, Luginbühl J, Maeda S, Makeev VJ, Marchionni L, Medvedeva YA, Minoda A, Müller F, Muñoz-Aguirre M, Murata M, Nishiyori H, Nitta KR, Noguchi S, Noro Y, Nurtdinov R, Okazaki Y, Orlando V, Paquette D, Parr CJ, Rackham OJ, Rizzu P, Martinez DFS, Sandelin A, Sanjana P, Semple CA, Shibayama Y, Sivaraman DM, Suzuki T, Szumowski SC, Tagami M, Taylor MS, Terao C, Thodberg M, Thongjuea S, Tripathi V, Ulitsky I, Verardo R, Vorontsov IE, Yamamoto C, Young RS, Baillie JK, Forrest AR, Guigó R, Hoffman MM, Hon CC, Kasukawa T, Kauppinen S, Kere J, Lenhard B, Schneider C, Suzuki H, Yagi K, de Hoon MJ, Shin JW, Carninci P. Corrigendum: Functional annotation of human long noncoding RNAs via molecular phenotyping. Genome Res 2020. [DOI: 10.1101/gr.270330.120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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29
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Honselmann KC, Pergolini I, Castillo CFD, Deshpande V, Ting D, Taylor MS, Bolm L, Qadan M, Wellner U, Sandini M, Bausch D, Warshaw AL, Lillemoe KD, Keck T, Ferrone CR. Timing But Not Patterns of Recurrence Is Different Between Node-negative and Node-positive Resected Pancreatic Cancer. Ann Surg 2020; 272:357-365. [PMID: 32675550 PMCID: PMC6639153 DOI: 10.1097/sla.0000000000003123] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
OBJECTIVE Our aim was to evaluate recurrence patterns of surgically resected PDAC patients with negative (pN0) or positive (pN1) lymph nodes. SUMMARY BACKGROUND DATA Pancreatic ductal adenocarcinoma (PDAC) is predicted to become the second leading cause of cancer death by 2030. This is mostly due to early local and distant metastasis, even after surgical resection. Knowledge about patterns of recurrence in different patient populations could offer new therapeutic avenues. METHODS Clinicopathologic data were collected for 546 patients who underwent resection of their PDAC between 2005 and 2016 from 2 tertiary university centers. Patients were divided into an upfront resection group (n = 394) and a neoadjuvant group (n = 152). RESULTS Tumor recurrence was significantly less common in pN0 patients as compared with pN1 patients, (upfront surgery: 55% vs. 77%, P < 0.001 and 64% vs. 78%, P = 0.040 in the neoadjuvant group). In addition, time to recurrence was significantly longer in pN0 versus pN1 patients in the upfront resected patients (median 16 mo pN0 vs. 10 mo pN1 P < 0.001), and the neoadjuvant group (pN0 21 mo vs. 11 mo pN1, P < 0.001). Of the patients who recurred, 62% presented with distant metastases (63% of pN0 and 62% of pN1, P = 0.553), 24% with local disease (27% of pN0 and 23% of pN1, P = 0.672) and 14% with synchronous local and distant disease (10% of pN0 and 15% of pN1, P = 0.292). Similarly, there was no difference in recurrence patterns between pN0 and pN1 in the neoadjuvant group, in which 68% recurred with distant metastases (76% of pN0 and 64% of pN1, P = 0.326) and 18% recurred with local disease (pN0: 22% and pN1: 15%, P = 0.435). CONCLUSION Time to recurrence was significantly longer for pN0 patients. However, patterns of recurrence for pN0 vs. pN1 patients were identical. Lymph node status was predictive of time to recurrence, but not location of recurrence.
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Affiliation(s)
- Kim C Honselmann
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Ilaria Pergolini
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Carlos Fernandez-Del Castillo
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Vikram Deshpande
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - David Ting
- MGH Cancer Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Martin S Taylor
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Louisa Bolm
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Motaz Qadan
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Ulrich Wellner
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Marta Sandini
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Dirk Bausch
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Andrew L Warshaw
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Keith D Lillemoe
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Tobias Keck
- Department of Surgery, University Medical Center Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Cristina R Ferrone
- Department of Gastrointestinal Surgery and Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA
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30
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Longman D, Jackson-Jones KA, Maslon MM, Murphy LC, Young RS, Stoddart JJ, Hug N, Taylor MS, Papadopoulos DK, Cáceres JF. Identification of a localized nonsense-mediated decay pathway at the endoplasmic reticulum. Genes Dev 2020; 34:1075-1088. [PMID: 32616520 PMCID: PMC7397857 DOI: 10.1101/gad.338061.120] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 06/05/2020] [Indexed: 12/25/2022]
Abstract
Nonsense-mediated decay (NMD) is a translation-dependent RNA quality control mechanism that occurs in the cytoplasm. However, it is unknown how NMD regulates the stability of RNAs translated at the endoplasmic reticulum (ER). Here, we identify a localized NMD pathway dedicated to ER-translated mRNAs. We previously identified NBAS, a component of the Syntaxin 18 complex involved in Golgi-to-ER trafficking, as a novel NMD factor. Furthermore, we show that NBAS fulfills an independent function in NMD. This ER-NMD pathway requires the interaction of NBAS with the core NMD factor UPF1, which is partially localized at the ER in the proximity of the translocon. NBAS and UPF1 coregulate the stability of ER-associated transcripts, in particular those associated with the cellular stress response. We propose a model where NBAS recruits UPF1 to the membrane of the ER and activates an ER-dedicated NMD pathway, thus providing an ER-protective function by ensuring quality control of ER-translated mRNAs.
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Affiliation(s)
- Dasa Longman
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Kathryn A Jackson-Jones
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Magdalena M Maslon
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Laura C Murphy
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Robert S Young
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Jack J Stoddart
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Nele Hug
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Martin S Taylor
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Dimitrios K Papadopoulos
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Javier F Cáceres
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
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31
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Alam T, Agrawal S, Severin J, Young RS, Andersson R, Arner E, Hasegawa A, Lizio M, Ramilowski JA, Abugessaisa I, Ishizu Y, Noma S, Tarui H, Taylor MS, Lassmann T, Itoh M, Kasukawa T, Kawaji H, Marchionni L, Sheng G, R R Forrest A, Khachigian LM, Hayashizaki Y, Carninci P, de Hoon MJL. Comparative transcriptomics of primary cells in vertebrates. Genome Res 2020; 30:951-961. [PMID: 32718981 PMCID: PMC7397866 DOI: 10.1101/gr.255679.119] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Accepted: 06/09/2020] [Indexed: 12/18/2022]
Abstract
Gene expression profiles in homologous tissues have been observed to be different between species, which may be due to differences between species in the gene expression program in each cell type, but may also reflect differences in cell type composition of each tissue in different species. Here, we compare expression profiles in matching primary cells in human, mouse, rat, dog, and chicken using Cap Analysis Gene Expression (CAGE) and short RNA (sRNA) sequencing data from FANTOM5. While we find that expression profiles of orthologous genes in different species are highly correlated across cell types, in each cell type many genes were differentially expressed between species. Expression of genes with products involved in transcription, RNA processing, and transcriptional regulation was more likely to be conserved, while expression of genes encoding proteins involved in intercellular communication was more likely to have diverged during evolution. Conservation of expression correlated positively with the evolutionary age of genes, suggesting that divergence in expression levels of genes critical for cell function was restricted during evolution. Motif activity analysis showed that both promoters and enhancers are activated by the same transcription factors in different species. An analysis of expression levels of mature miRNAs and of primary miRNAs identified by CAGE revealed that evolutionary old miRNAs are more likely to have conserved expression patterns than young miRNAs. We conclude that key aspects of the regulatory network are conserved, while differential expression of genes involved in cell-to-cell communication may contribute greatly to phenotypic differences between species.
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Affiliation(s)
- Tanvir Alam
- College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar
| | - Saumya Agrawal
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan
| | - Jessica Severin
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan
| | - Robert S Young
- Centre for Global Health Research, Usher Institute, University of Edinburgh, Edinburgh EH8 9AG, United Kingdom.,MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Robin Andersson
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Erik Arner
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan
| | - Akira Hasegawa
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan
| | - Marina Lizio
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan
| | | | - Imad Abugessaisa
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan
| | - Yuri Ishizu
- RIKEN Center for Life Science Technologies, Division of Genomic Technologies, Yokohama 230-0045, Japan
| | - Shohei Noma
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan
| | - Hiroshi Tarui
- RIKEN Center for Life Science Technologies, Division of Genomic Technologies, Yokohama 230-0045, Japan
| | - Martin S Taylor
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Timo Lassmann
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan.,Telethon Kids Institute, University of Western Australia, Perth, WA 6009, Australia
| | - Masayoshi Itoh
- RIKEN Preventive Medicine and Diagnosis Innovation Program, Wako 351-0198, Japan
| | - Takeya Kasukawa
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan
| | - Hideya Kawaji
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan.,RIKEN Preventive Medicine and Diagnosis Innovation Program, Wako 351-0198, Japan
| | - Luigi Marchionni
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland 21287, USA
| | - Guojun Sheng
- International Research Center for Medical Sciences (IRCMS), Kumamoto University, Kumamoto 860-0811, Japan
| | - Alistair R R Forrest
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan.,Harry Perkins Institute of Medical Research, and the Centre for Medical Research, University of Western Australia, QEII Medical Centre, Perth, WA 6009, Australia
| | - Levon M Khachigian
- Vascular Biology and Translational Research, School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, NSW 2052 Australia
| | | | - Piero Carninci
- RIKEN Center for Integrative Medical Sciences, Yokohama 230-0045, Japan
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32
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Ramilowski JA, Yip CW, Agrawal S, Chang JC, Ciani Y, Kulakovskiy IV, Mendez M, Ooi JLC, Ouyang JF, Parkinson N, Petri A, Roos L, Severin J, Yasuzawa K, Abugessaisa I, Akalin A, Antonov IV, Arner E, Bonetti A, Bono H, Borsari B, Brombacher F, Cameron CJF, Cannistraci CV, Cardenas R, Cardon M, Chang H, Dostie J, Ducoli L, Favorov A, Fort A, Garrido D, Gil N, Gimenez J, Guler R, Handoko L, Harshbarger J, Hasegawa A, Hasegawa Y, Hashimoto K, Hayatsu N, Heutink P, Hirose T, Imada EL, Itoh M, Kaczkowski B, Kanhere A, Kawabata E, Kawaji H, Kawashima T, Kelly ST, Kojima M, Kondo N, Koseki H, Kouno T, Kratz A, Kurowska-Stolarska M, Kwon ATJ, Leek J, Lennartsson A, Lizio M, López-Redondo F, Luginbühl J, Maeda S, Makeev VJ, Marchionni L, Medvedeva YA, Minoda A, Müller F, Muñoz-Aguirre M, Murata M, Nishiyori H, Nitta KR, Noguchi S, Noro Y, Nurtdinov R, Okazaki Y, Orlando V, Paquette D, Parr CJC, Rackham OJL, Rizzu P, Sánchez Martinez DF, Sandelin A, Sanjana P, Semple CAM, Shibayama Y, Sivaraman DM, Suzuki T, Szumowski SC, Tagami M, Taylor MS, Terao C, Thodberg M, Thongjuea S, Tripathi V, Ulitsky I, Verardo R, Vorontsov IE, Yamamoto C, Young RS, Baillie JK, Forrest ARR, Guigó R, Hoffman MM, Hon CC, Kasukawa T, Kauppinen S, Kere J, Lenhard B, Schneider C, Suzuki H, Yagi K, de Hoon MJL, Shin JW, Carninci P. Functional annotation of human long noncoding RNAs via molecular phenotyping. Genome Res 2020; 30:1060-1072. [PMID: 32718982 PMCID: PMC7397864 DOI: 10.1101/gr.254219.119] [Citation(s) in RCA: 71] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 06/24/2020] [Indexed: 12/12/2022]
Abstract
Long noncoding RNAs (lncRNAs) constitute the majority of transcripts in the mammalian genomes, and yet, their functions remain largely unknown. As part of the FANTOM6 project, we systematically knocked down the expression of 285 lncRNAs in human dermal fibroblasts and quantified cellular growth, morphological changes, and transcriptomic responses using Capped Analysis of Gene Expression (CAGE). Antisense oligonucleotides targeting the same lncRNAs exhibited global concordance, and the molecular phenotype, measured by CAGE, recapitulated the observed cellular phenotypes while providing additional insights on the affected genes and pathways. Here, we disseminate the largest-to-date lncRNA knockdown data set with molecular phenotyping (over 1000 CAGE deep-sequencing libraries) for further exploration and highlight functional roles for ZNF213-AS1 and lnc-KHDC3L-2.
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Affiliation(s)
- Jordan A Ramilowski
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Chi Wai Yip
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Saumya Agrawal
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Jen-Chien Chang
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Yari Ciani
- Laboratorio Nazionale Consorzio Interuniversitario Biotecnologie (CIB), Trieste 34127, Italy
| | - Ivan V Kulakovskiy
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow 119991, Russia.,Institute of Protein Research, Russian Academy of Sciences, Pushchino 142290, Russia
| | - Mickaël Mendez
- Department of Computer Science, University of Toronto, Toronto, Ontario M5S 1A1, Canada
| | | | - John F Ouyang
- Program in Cardiovascular and Metabolic Disorders, Duke-National University of Singapore Medical School, Singapore 169857, Singapore
| | - Nick Parkinson
- Roslin Institute, University of Edinburgh, Edinburgh EH25 9RG, United Kingdom
| | - Andreas Petri
- Center for RNA Medicine, Department of Clinical Medicine, Aalborg University, Copenhagen 9220, Denmark
| | - Leonie Roos
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London W12 0NN, United Kingdom.,Computational Regulatory Genomics, MRC London Institute of Medical Sciences, London W12 0NN, United Kingdom
| | - Jessica Severin
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Kayoko Yasuzawa
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Imad Abugessaisa
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Altuna Akalin
- Berlin Institute for Medical Systems Biology, Max Delbrük Center for Molecular Medicine in the Helmholtz Association, Berlin 13125, Germany
| | - Ivan V Antonov
- Institute of Bioengineering, Research Center of Biotechnology, Russian Academy of Sciences, Moscow 117312, Russia
| | - Erik Arner
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Alessandro Bonetti
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Hidemasa Bono
- Graduate School of Integrated Sciences for Life, Hiroshima University, Higashi-Hiroshima City 739-0046, Japan
| | - Beatrice Borsari
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Catalonia 08003, Spain
| | - Frank Brombacher
- International Centre for Genetic Engineering and Biotechnology (ICGEB), University of Cape Town, Cape Town 7925, South Africa.,Institute of Infectious Diseases and Molecular Medicine (IDM), Department of Pathology, Division of Immunology and South African Medical Research Council (SAMRC) Immunology of Infectious Diseases, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
| | - Christopher JF Cameron
- School of Computer Science, McGill University, Montréal, Québec H3G 1Y6, Canada.,Department of Biochemistry, Rosalind and Morris Goodman Cancer Research Center, McGill University, Montréal, Québec H3G 1Y6, Canada.,Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, Connecticut 06510, USA
| | - Carlo Vittorio Cannistraci
- Biomedical Cybernetics Group, Biotechnology Center (BIOTEC), Center for Molecular and Cellular Bioengineering (CMCB), Center for Systems Biology Dresden (CSBD), Cluster of Excellence Physics of Life (PoL), Department of Physics, Technische Universität Dresden, Dresden 01062, Germany.,Center for Complex Network Intelligence (CCNI) at the Tsinghua Laboratory of Brain and Intelligence (THBI), Department of Bioengineering, Tsinghua University, Beijing 100084, China
| | - Ryan Cardenas
- Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, United Kingdom
| | - Melissa Cardon
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan
| | - Howard Chang
- Center for Personal Dynamic Regulome, Stanford University, Stanford, California 94305, USA
| | - Josée Dostie
- Department of Biochemistry, Rosalind and Morris Goodman Cancer Research Center, McGill University, Montréal, Québec H3G 1Y6, Canada
| | - Luca Ducoli
- Institute of Pharmaceutical Sciences, Swiss Federal Institute of Technology, Zurich 8093, Switzerland
| | - Alexander Favorov
- Department of Computational Systems Biology, Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow 119991, Russia.,Department of Oncology, Johns Hopkins University, Baltimore, Maryland 21287, USA
| | - Alexandre Fort
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Diego Garrido
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Catalonia 08003, Spain
| | - Noa Gil
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Juliette Gimenez
- Epigenetics and Genome Reprogramming Laboratory, IRCCS Fondazione Santa Lucia, Rome 00179, Italy
| | - Reto Guler
- International Centre for Genetic Engineering and Biotechnology (ICGEB), University of Cape Town, Cape Town 7925, South Africa.,Institute of Infectious Diseases and Molecular Medicine (IDM), Department of Pathology, Division of Immunology and South African Medical Research Council (SAMRC) Immunology of Infectious Diseases, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
| | - Lusy Handoko
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Jayson Harshbarger
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Akira Hasegawa
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Yuki Hasegawa
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Kosuke Hashimoto
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Norihito Hayatsu
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan
| | - Peter Heutink
- Genome Biology of Neurodegenerative Diseases, German Center for Neurodegenerative Diseases (DZNE), Tübingen 72076, Germany
| | - Tetsuro Hirose
- Graduate School of Frontier Biosciences, Osaka University, Suita 565-0871, Japan
| | - Eddie L Imada
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland 21287, USA
| | - Masayoshi Itoh
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Preventive Medicine and Diagnosis Innovation Program (PMI), Saitama 351-0198, Japan
| | - Bogumil Kaczkowski
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Aditi Kanhere
- Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, United Kingdom
| | - Emily Kawabata
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Hideya Kawaji
- RIKEN Preventive Medicine and Diagnosis Innovation Program (PMI), Saitama 351-0198, Japan
| | - Tsugumi Kawashima
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - S Thomas Kelly
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan
| | - Miki Kojima
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Naoto Kondo
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Haruhiko Koseki
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan
| | - Tsukasa Kouno
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Anton Kratz
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Mariola Kurowska-Stolarska
- Institute of Infection, Immunity, and Inflammation, University of Glasgow, Glasgow, Scotland G12 8QQ, United Kingdom
| | - Andrew Tae Jun Kwon
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Jeffrey Leek
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland 21287, USA
| | - Andreas Lennartsson
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge 14157, Sweden
| | - Marina Lizio
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Fernando López-Redondo
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Joachim Luginbühl
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Shiori Maeda
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan
| | - Vsevolod J Makeev
- Department of Computational Systems Biology, Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow 119991, Russia.,Moscow Institute of Physics and Technology, Dolgoprudny 141701, Russia
| | - Luigi Marchionni
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland 21287, USA
| | - Yulia A Medvedeva
- Institute of Bioengineering, Research Center of Biotechnology, Russian Academy of Sciences, Moscow 117312, Russia.,Moscow Institute of Physics and Technology, Dolgoprudny 141701, Russia
| | - Aki Minoda
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Ferenc Müller
- Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, United Kingdom
| | - Manuel Muñoz-Aguirre
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Catalonia 08003, Spain
| | - Mitsuyoshi Murata
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Hiromi Nishiyori
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Kazuhiro R Nitta
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Shuhei Noguchi
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Yukihiko Noro
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Ramil Nurtdinov
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Catalonia 08003, Spain
| | - Yasushi Okazaki
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Valerio Orlando
- Biological and Environmental Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Kingdom of Saudi Arabia
| | - Denis Paquette
- Department of Biochemistry, Rosalind and Morris Goodman Cancer Research Center, McGill University, Montréal, Québec H3G 1Y6, Canada
| | - Callum J C Parr
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan
| | - Owen J L Rackham
- Program in Cardiovascular and Metabolic Disorders, Duke-National University of Singapore Medical School, Singapore 169857, Singapore
| | - Patrizia Rizzu
- Genome Biology of Neurodegenerative Diseases, German Center for Neurodegenerative Diseases (DZNE), Tübingen 72076, Germany
| | | | - Albin Sandelin
- Department of Biology and BRIC, University of Copenhagen, Denmark, Copenhagen N DK2200, Denmark
| | - Pillay Sanjana
- Institute of Cancer and Genomic Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, United Kingdom
| | - Colin A M Semple
- MRC Human Genetics Unit, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Youtaro Shibayama
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Divya M Sivaraman
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Takahiro Suzuki
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | | | - Michihira Tagami
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Martin S Taylor
- MRC Human Genetics Unit, University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Chikashi Terao
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan
| | - Malte Thodberg
- Department of Biology and BRIC, University of Copenhagen, Denmark, Copenhagen N DK2200, Denmark
| | - Supat Thongjuea
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Vidisha Tripathi
- National Centre for Cell Science, Pune, Maharashtra 411007, India
| | - Igor Ulitsky
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Roberto Verardo
- Laboratorio Nazionale Consorzio Interuniversitario Biotecnologie (CIB), Trieste 34127, Italy
| | - Ilya E Vorontsov
- Department of Computational Systems Biology, Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow 119991, Russia
| | - Chinatsu Yamamoto
- RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Robert S Young
- Centre for Global Health Research, Usher Institute, University of Edinburgh, Edinburgh EH8 9AG, United Kingdom
| | - J Kenneth Baillie
- Roslin Institute, University of Edinburgh, Edinburgh EH25 9RG, United Kingdom
| | - Alistair R R Forrest
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan.,Harry Perkins Institute of Medical Research, QEII Medical Centre and Centre for Medical Research, The University of Western Australia, Nedlands, Perth, Western Australia 6009, Australia
| | - Roderic Guigó
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Catalonia 08003, Spain.,Universitat Pompeu Fabra (UPF), Barcelona, Catalonia 08002, Spain
| | | | - Chung Chau Hon
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Takeya Kasukawa
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Sakari Kauppinen
- Center for RNA Medicine, Department of Clinical Medicine, Aalborg University, Copenhagen 9220, Denmark
| | - Juha Kere
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge 14157, Sweden.,Stem Cells and Metabolism Research Program, University of Helsinki and Folkhälsan Research Center, 00290 Helsinki, Finland
| | - Boris Lenhard
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London W12 0NN, United Kingdom.,Computational Regulatory Genomics, MRC London Institute of Medical Sciences, London W12 0NN, United Kingdom.,Sars International Centre for Marine Molecular Biology, University of Bergen, Bergen N-5008, Norway
| | - Claudio Schneider
- Laboratorio Nazionale Consorzio Interuniversitario Biotecnologie (CIB), Trieste 34127, Italy.,Department of Medicine and Consorzio Interuniversitario Biotecnologie p.zle Kolbe 1 University of Udine, Udine 33100, Italy
| | - Harukazu Suzuki
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Ken Yagi
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Michiel J L de Hoon
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Jay W Shin
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
| | - Piero Carninci
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan.,RIKEN Center for Life Science Technologies, Yokohama, Kanagawa 230-0045, Japan
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Aitken SJ, Anderson CJ, Connor F, Pich O, Sundaram V, Feig C, Rayner TF, Lukk M, Aitken S, Luft J, Kentepozidou E, Arnedo-Pac C, Beentjes SV, Davies SE, Drews RM, Ewing A, Kaiser VB, Khamseh A, López-Arribillaga E, Redmond AM, Santoyo-Lopez J, Sentís I, Talmane L, Yates AD, Semple CA, López-Bigas N, Flicek P, Odom DT, Taylor MS. Pervasive lesion segregation shapes cancer genome evolution. Nature 2020; 583:265-270. [PMID: 32581361 PMCID: PMC7116693 DOI: 10.1038/s41586-020-2435-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Accepted: 05/07/2020] [Indexed: 02/08/2023]
Abstract
Cancers arise through the acquisition of oncogenic mutations and grow by clonal expansion1,2. Here we reveal that most mutagenic DNA lesions are not resolved into a mutated DNA base pair within a single cell cycle. Instead, DNA lesions segregate, unrepaired, into daughter cells for multiple cell generations, resulting in the chromosome-scale phasing of subsequent mutations. We characterize this process in mutagen-induced mouse liver tumours and show that DNA replication across persisting lesions can produce multiple alternative alleles in successive cell divisions, thereby generating both multiallelic and combinatorial genetic diversity. The phasing of lesions enables accurate measurement of strand-biased repair processes, quantification of oncogenic selection and fine mapping of sister-chromatid-exchange events. Finally, we demonstrate that lesion segregation is a unifying property of exogenous mutagens, including UV light and chemotherapy agents in human cells and tumours, which has profound implications for the evolution and adaptation of cancer genomes.
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Affiliation(s)
- Sarah J Aitken
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Department of Pathology, University of Cambridge, Cambridge, UK
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Craig J Anderson
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Frances Connor
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Oriol Pich
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Vasavi Sundaram
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Christine Feig
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Tim F Rayner
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Margus Lukk
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Stuart Aitken
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Juliet Luft
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | | | - Claudia Arnedo-Pac
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Sjoerd V Beentjes
- School of Mathematics and Maxwell Institute, University of Edinburgh, Edinburgh, UK
| | - Susan E Davies
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Ruben M Drews
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Ailith Ewing
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Vera B Kaiser
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Ava Khamseh
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
- Higgs Centre for Theoretical Physics, University of Edinburgh, Edinburgh, UK
| | - Erika López-Arribillaga
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Aisling M Redmond
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | | | - Inés Sentís
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Lana Talmane
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Andrew D Yates
- European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Colin A Semple
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Núria López-Bigas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Paul Flicek
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Duncan T Odom
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.
- German Cancer Research Center (DKFZ), Division of Regulatory Genomics and Cancer Evolution, Heidelberg, Germany.
| | - Martin S Taylor
- MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK.
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Neyaz A, Tabb ES, Shih A, Zhao Q, Shroff S, Taylor MS, Rickelt S, Wo JY, Fernandez-Del Castillo C, Qadan M, Hong TS, Lillemoe KD, Ting DT, Ferrone CR, Deshpande V. Pancreatic ductal adenocarcinoma: tumour regression grading following neoadjuvant FOLFIRINOX and radiation. Histopathology 2020; 77:35-45. [PMID: 32031712 DOI: 10.1111/his.14086] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Revised: 01/21/2020] [Accepted: 02/04/2020] [Indexed: 01/29/2023]
Abstract
AIMS In the adjuvant setting, when compared to gemcitabine, patients with pancreatic ductal adenocarcinoma (PDAC) treated with FOLFIRINOX (Folinic Acid, Fluorouracil, Irinotecan, and Oxaliplatin) show superior survival. In this study, we quantitatively assess the pathological tumour response to chemoradiation in pancreatectomy specimens and reassess guidelines for tumour regression grading. METHODS AND RESULTS We evaluated 92 patients with borderline resectable/locally advanced PDAC following pancreatectomy and neoadjuvant treatment with FOLFIRINOX and radiation. Demographic data, CAP tumour regression grade (TRG) and overall survival (OS) were recorded. A quantitative analysis of residual tumour was performed on the slide with the highest tumour burden to derive a tumour-to-tumour bed ratio. On univariate analysis, only lymph node status (P = 0.043) and CAP TRG (P = 0.038) correlated with OS. Sixteen per cent of patients showed a complete pathological response. The optimal tumour-to-tumour bed ratio cut-point was 11.6%, and on a multivariate model was the only pathological parameter that correlated with OS (P = 0.016) (hazard ratio = 2.27). CONCLUSIONS The high proportion of patients with PDAC showing complete and near-complete pathological responses supports the use of FOLFIRINOX and radiation in the neoadjuvant setting. Several traditional pathology parameters fail to predict OS in patients treated with chemoradiation, while a quantitative tumour-to-tumour bed ratio is a powerful predictor of OS. The data support a two-tiered approach to TRG based on tumour-to-tumour bed ratio, and quantitative analysis merits further consideration.
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Affiliation(s)
- Azfar Neyaz
- Department of Pathology, Massachusetts General Hospital, Massachusetts, MA, USA
| | - Elisabeth S Tabb
- Department of Pathology, Massachusetts General Hospital, Massachusetts, MA, USA
| | - Angela Shih
- Department of Pathology, Massachusetts General Hospital, Massachusetts, MA, USA
| | - Qing Zhao
- Department of Pathology, Boston Medical Center, Boston, MA, USA
| | - Stuti Shroff
- Department of Pathology, Massachusetts General Hospital, Massachusetts, MA, USA
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital, Massachusetts, MA, USA
| | - Steffen Rickelt
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jennifer Y Wo
- Department of Radiation Oncology, Massachusetts General Hospital, Massachusetts, MA, USA
| | | | - Motaz Qadan
- Department of Surgery, Massachusetts General Hospital, Massachusetts, MA, USA
| | - Theodore S Hong
- Department of Radiation Oncology, Massachusetts General Hospital, Massachusetts, MA, USA
| | - Keith D Lillemoe
- Department of Surgery, Massachusetts General Hospital, Massachusetts, MA, USA
| | - David T Ting
- Department of Medicine, Division of Oncology, Massachusetts General Hospital, Massachusetts, MA, USA
| | - Cristina R Ferrone
- Department of Surgery, Massachusetts General Hospital, Massachusetts, MA, USA
| | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital, Massachusetts, MA, USA
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35
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Erstad DJ, Sojoodi M, Taylor MS, Jordan VC, Farrar CT, Axtell AL, Rotile NJ, Jones C, Graham-O'Regan KA, Ferreira DS, Michelakos T, Kontos F, Chawla A, Li S, Ghoshal S, Chen YCI, Arora G, Humblet V, Deshpande V, Qadan M, Bardeesy N, Ferrone CR, Lanuti M, Tanabe KK, Caravan P, Fuchs BC. Fibrotic Response to Neoadjuvant Therapy Predicts Survival in Pancreatic Cancer and Is Measurable with Collagen-Targeted Molecular MRI. Clin Cancer Res 2020; 26:5007-5018. [PMID: 32611647 DOI: 10.1158/1078-0432.ccr-18-1359] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 04/05/2019] [Accepted: 06/26/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE To evaluate the prognostic value of posttreatment fibrosis in human PDAC patients, and to compare a type I collagen targeted MRI probe, CM-101, to the standard contrast agent, Gd-DOTA, for their abilities to identify FOLFIRINOX-induced fibrosis in a murine model of PDAC. EXPERIMENTAL DESIGN Ninety-three chemoradiation-treated human PDAC samples were stained for fibrosis and outcomes evaluated. For imaging, C57BL/6 and FVB mice were orthotopically implanted with PDAC cells and FOLFIRINOX was administered. Mice were imaged with Gd-DOTA and CM-101. RESULTS In humans, post-chemoradiation PDAC tumor fibrosis was associated with longer overall survival (OS) and disease-free survival (DFS) on multivariable analysis (OS P = 0.028, DFS P = 0.047). CPA increased the prognostic accuracy of a multivariable logistic regression model comprised of previously established PDAC risk factors [AUC CPA (-) = 0.76, AUC CPA (+) = 0.82]. In multiple murine orthotopic PDAC models, FOLFIRINOX therapy reduced tumor weight (P < 0.05) and increased tumor fibrosis by collagen staining (P < 0.05). CM-101 MR signal was significantly increased in fibrotic tumor regions. CM-101 signal retention was also increased in the more fibrotic FOLFIRINOX-treated tumors compared with untreated controls (P = 0.027), consistent with selective probe binding to collagen. No treatment-related differences were observed with Gd-DOTA imaging. CONCLUSIONS In humans, post-chemoradiation tumor fibrosis is associated with OS and DFS. In mice, our MR findings indicate that translation of collagen molecular MRI with CM-101 to humans might provide a novel imaging technique to monitor fibrotic response to therapy to assist with prognostication and disease management.
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Affiliation(s)
- Derek J Erstad
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
| | - Mozhdeh Sojoodi
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Veronica Clavijo Jordan
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts
| | - Christian T Farrar
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts
| | - Andrea L Axtell
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nicholas J Rotile
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts
| | - Chloe Jones
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts
| | - Katherine A Graham-O'Regan
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts
| | - Diego S Ferreira
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts
| | - Theodoros Michelakos
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Filippos Kontos
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Akhil Chawla
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Shen Li
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Sarani Ghoshal
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Yin-Ching Iris Chen
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts
| | - Gunisha Arora
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | | | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Motaz Qadan
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nabeel Bardeesy
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Cristina R Ferrone
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Michael Lanuti
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Kenneth K Tanabe
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
| | - Peter Caravan
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, Massachusetts.,Institute for Innovation in Imaging, Massachusetts General Hospital, Boston, Massachusetts
| | - Bryan C Fuchs
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
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36
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Erstad DJ, Taylor MS, Qadan M, Axtell AL, Fuchs BC, Berger DL, Clancy TE, Tanabe KK, Chang DC, Ferrone CR. Platelet and neutrophil to lymphocyte ratios predict survival in patients with resectable colorectal liver metastases. Am J Surg 2020; 220:1579-1585. [PMID: 32580870 DOI: 10.1016/j.amjsurg.2020.05.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 05/04/2020] [Accepted: 05/05/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND The prognostic significance of the platelet (PLR) and neutrophil (NLR) to lymphocyte ratios for patients with resectable colorectal cancer liver metastases (CLM) was evaluated. METHODS Clinicopathologic data from patients who underwent hepatectomy for CLM at two tertiary care hospitals between 1995 and 2017 were collected. Blood counts were evaluated for prognostic significance. RESULTS 151 patients met inclusion criteria. The median age was 58 years, 44% were female, and 58% had synchronous metastases. Median number of liver metastases was 2, and 59% of patients underwent lobectomy or extended lobectomy. On multivariable analysis, NLR ≥5 (HR 2.46 [1.08-5.60 CI], p = 0.032), PLR ≥ 220 (HR 2.10 [1.04-4.23 CI], p = 0.037), and greater than 2 liver metastases (HR 2.41 [1.06-5.45 CI], p = 0.035) were associated with reduced overall survival. CONCLUSIONS PLR ≥ 220 and NLR ≥ 5 may have utility as preoperative prognostic markers for overall survival in patients with resectable CLM.
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Affiliation(s)
- Derek J Erstad
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Motaz Qadan
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Andrea L Axtell
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States; Codman Center for Clinical Effectiveness in Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Bryan C Fuchs
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - David L Berger
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Thomas E Clancy
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - Kenneth K Tanabe
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - David C Chang
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States; Codman Center for Clinical Effectiveness in Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Cristina R Ferrone
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.
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Mordstein C, Savisaar R, Young RS, Bazile J, Talmane L, Luft J, Liss M, Taylor MS, Hurst LD, Kudla G. Codon Usage and Splicing Jointly Influence mRNA Localization. Cell Syst 2020; 10:351-362.e8. [PMID: 32275854 PMCID: PMC7181179 DOI: 10.1016/j.cels.2020.03.001] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 12/19/2019] [Accepted: 03/05/2020] [Indexed: 12/11/2022]
Abstract
In the human genome, most genes undergo splicing, and patterns of codon usage are splicing dependent: guanine and cytosine (GC) content is the highest within single-exon genes and within first exons of multi-exon genes. However, the effects of codon usage on gene expression are typically characterized in unspliced model genes. Here, we measured the effects of splicing on expression in a panel of synonymous reporter genes that varied in nucleotide composition. We found that high GC content increased protein yield, mRNA yield, cytoplasmic mRNA localization, and translation of unspliced reporters. Splicing did not affect the expression of GC-rich variants. However, splicing promoted the expression of AT-rich variants by increasing their steady-state protein and mRNA levels, in part through promoting cytoplasmic localization of mRNA. We propose that splicing promotes the nuclear export of AU-rich mRNAs and that codon- and splicing-dependent effects on expression are under evolutionary pressure in the human genome.
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Affiliation(s)
- Christine Mordstein
- MRC Human Genetics Unit, Institute for Genetics and Molecular Medicine, The University of Edinburgh, Edinburgh, UK; Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath, UK
| | - Rosina Savisaar
- Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath, UK; Instituto de Medicina Molecular, João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal
| | - Robert S Young
- MRC Human Genetics Unit, Institute for Genetics and Molecular Medicine, The University of Edinburgh, Edinburgh, UK; Centre for Global Health Research, Usher Institute, The University of Edinburgh, Edinburgh, UK
| | - Jeanne Bazile
- MRC Human Genetics Unit, Institute for Genetics and Molecular Medicine, The University of Edinburgh, Edinburgh, UK
| | - Lana Talmane
- MRC Human Genetics Unit, Institute for Genetics and Molecular Medicine, The University of Edinburgh, Edinburgh, UK
| | - Juliet Luft
- MRC Human Genetics Unit, Institute for Genetics and Molecular Medicine, The University of Edinburgh, Edinburgh, UK
| | - Michael Liss
- Thermo Fisher Scientific, GENEART GmbH, Regensburg, Germany
| | - Martin S Taylor
- MRC Human Genetics Unit, Institute for Genetics and Molecular Medicine, The University of Edinburgh, Edinburgh, UK
| | - Laurence D Hurst
- Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath, UK
| | - Grzegorz Kudla
- MRC Human Genetics Unit, Institute for Genetics and Molecular Medicine, The University of Edinburgh, Edinburgh, UK.
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38
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Carter V, LaCava J, Taylor MS, Liang SY, Mustelin C, Ukadike KC, Bengtsson A, Lood C, Mustelin T. High Prevalence and Disease Correlation of Autoantibodies Against p40 Encoded by Long Interspersed Nuclear Elements in Systemic Lupus Erythematosus. Arthritis Rheumatol 2020; 72:89-99. [PMID: 31342656 DOI: 10.1002/art.41054] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 07/18/2019] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Long interspersed nuclear element 1 (LINE-1) encodes 2 proteins, the RNA binding protein p40 and endonuclease and reverse transcriptase (open-reading frame 2p [ORF2p]), which are both required for LINE-1 to retrotranspose. In cells expressing LINE-1, these proteins assemble with LINE-1 RNA and additional RNA binding proteins, some of which are well-known autoantigens in patients with systemic lupus erythematosus (SLE). This study was undertaken to investigate whether SLE patients also produce autoantibodies against LINE-1 p40. METHODS Highly purified p40 protein was used to quantitate IgG autoantibodies in serum from 172 SLE patients and from disease controls and age-matched healthy subjects by immunoblotting and enzyme-linked immunosorbent assay (ELISA). Preparations of p40 that also contained associated proteins were analyzed by immunoblotting with patient sera. RESULTS Antibodies reactive with p40 were detected in the majority of patients and many healthy controls. Their levels were higher in patients with SLE, but not those with systemic sclerosis, compared to healthy subjects (P = 0.01). Anti-p40 reactivity was higher in patients during a flare than in patients with disease in remission (P = 0.03); correlated with the SLE Disease Activity Index score (P = 0.0002), type I interferon score (P = 0.006), decrease in complement C3 level (P = 0.0001), the presence of anti-DNA antibodies (P < 0.0001) and anti-C1q antibodies (P = 0.004), and current or past history of nephritis (P = 0.02 and P = 0.003, respectively); and correlated inversely with age (r = -0.49, P < 0.0001). SLE patient sera also reacted with p40-associated proteins. CONCLUSION Autoantibodies reacting with LINE-1 p40 characterize a population of SLE patients with severe and active disease. These autoantibodies may represent an early immune response against LINE-1 p40 that does not yet by itself imply clinically significant autoimmunity, but may represent an early, and still reversible, step toward SLE pathogenesis.
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Affiliation(s)
| | - John LaCava
- The Rockefeller University, New York, New York, and European Research Institute for the Biology of Ageing, University Medical Center Groningen, Groningen, The Netherlands
| | - Martin S Taylor
- Massachusetts General Hospital, Boston, and Whitehead Institute, Cambridge, Massachusetts
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39
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Zubiri L, Allen IM, Taylor MS, Guidon AC, Chen ST, Schoenfeld SR, Neilan TG, Sise ME, Mooradian MJ, Rubin KM, Leaf RK, Parikh AR, Faje A, Gainor JF, Cohen JV, Fintelmann FJ, Kohler MJ, Dougan M, Reynolds KL. Immune-Related Adverse Events in the Setting of PD-1/L1 Inhibitor Combination Therapy. Oncologist 2020; 25:e398-e404. [PMID: 32162817 PMCID: PMC7066708 DOI: 10.1634/theoncologist.2018-0883] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 08/02/2019] [Indexed: 12/12/2022] Open
Abstract
In 2018, a multi‐disciplinary workshop was held at the Massachusetts General Hospital to discuss challenges in defining, diagnosing, and treating immune‐related adverse events (irAE), including those that occur in patients administered PD‐1/L1 inhibitor combination therapy. In this commentary, the workshop participants present a clinical case that illustrates the complexity of irAE diagnosis and management in a patient receiving PD‐1/L1 combination therapy, summarize the current state of PD‐1/L1 combination therapy, and discuss challenges and opportunities for the evaluation of irAEs as these combinations become more widely used to treat patients with cancer.
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Affiliation(s)
- Leyre Zubiri
- Massachusetts General HospitalBostonMassachusettsUSA
| | - Ian M. Allen
- Massachusetts General HospitalBostonMassachusettsUSA
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40
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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: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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Chivukula RR, Montoro DT, Leung HM, Yang J, Shamseldin HE, Taylor MS, Dougherty GW, Zariwala MA, Carson J, Daniels MLA, Sears PR, Black KE, Hariri LP, Almogarri I, Frenkel EM, Vinarsky V, Omran H, Knowles MR, Tearney GJ, Alkuraya FS, Sabatini DM. Author Correction: A human ciliopathy reveals essential functions for NEK10 in airway mucociliary clearance. Nat Med 2020; 26:300. [PMID: 31996837 DOI: 10.1038/s41591-020-0773-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
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Affiliation(s)
- Raghu R Chivukula
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA. .,Whitehead Institute for Biomedical Research, Cambridge, MA, USA. .,Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA. .,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA. .,Koch Institute for Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
| | - Daniel T Montoro
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Hui Min Leung
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Jason Yang
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA.,Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Koch Institute for Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Hanan E Shamseldin
- Department of Genetics, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Martin S Taylor
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA.,Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Koch Institute for Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.,Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Gerard W Dougherty
- Department of General Pediatrics, University Children's Hospital Muenster, Münster, Germany
| | - Maimoona A Zariwala
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Johnny Carson
- Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - M Leigh Anne Daniels
- Division of Pulmonary Diseases and Critical Care Medicine, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Patrick R Sears
- Cystic Fibrosis/Pulmonary Research and Treatment Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Katharine E Black
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Lida P Hariri
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Ibrahim Almogarri
- Department of Pediatrics, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Evgeni M Frenkel
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA.,Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Koch Institute for Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Vladimir Vinarsky
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Heymut Omran
- Department of General Pediatrics, University Children's Hospital Muenster, Münster, Germany
| | - Michael R Knowles
- Cystic Fibrosis/Pulmonary Research and Treatment Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Guillermo J Tearney
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Department of Pathology, Massachusetts General Hospital, Boston, MA, USA.,Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA
| | - Fowzan S Alkuraya
- Department of Genetics, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia.
| | - David M Sabatini
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA.,Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Koch Institute for Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
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Chivukula RR, Montoro DT, Leung HM, Yang J, Shamseldin HE, Taylor MS, Dougherty GW, Zariwala MA, Carson J, Daniels MLA, Sears PR, Black KE, Hariri LP, Almogarri I, Frenkel EM, Vinarsky V, Omran H, Knowles MR, Tearney GJ, Alkuraya FS, Sabatini DM. A human ciliopathy reveals essential functions for NEK10 in airway mucociliary clearance. Nat Med 2020; 26:244-251. [PMID: 31959991 PMCID: PMC7018620 DOI: 10.1038/s41591-019-0730-x] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Accepted: 12/06/2019] [Indexed: 12/16/2022]
Affiliation(s)
- Raghu R Chivukula
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA. .,Whitehead Institute for Biomedical Research, Cambridge, MA, USA. .,Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA. .,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA. .,Koch Institute for Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
| | - Daniel T Montoro
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Hui Min Leung
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Jason Yang
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA.,Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Koch Institute for Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Hanan E Shamseldin
- Department of Genetics, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Martin S Taylor
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA.,Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Koch Institute for Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.,Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Gerard W Dougherty
- Department of General Pediatrics, University Children's Hospital Muenster, Münster, Germany
| | - Maimoona A Zariwala
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Johnny Carson
- Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - M Leigh Anne Daniels
- Division of Pulmonary Diseases and Critical Care Medicine, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Patrick R Sears
- Cystic Fibrosis/Pulmonary Research and Treatment Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Katharine E Black
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Lida P Hariri
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Ibrahim Almogarri
- Department of Pediatrics, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Evgeni M Frenkel
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA.,Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Koch Institute for Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Vladimir Vinarsky
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Heymut Omran
- Department of General Pediatrics, University Children's Hospital Muenster, Münster, Germany
| | - Michael R Knowles
- Cystic Fibrosis/Pulmonary Research and Treatment Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Guillermo J Tearney
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Department of Pathology, Massachusetts General Hospital, Boston, MA, USA.,Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA
| | - Fowzan S Alkuraya
- Department of Genetics, King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia.
| | - David M Sabatini
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA.,Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Koch Institute for Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
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Ardeljan D, Wang X, Oghbaie M, Taylor MS, Husband D, Deshpande V, Steranka JP, Gorbounov M, Yang WR, Sie B, Larman HB, Jiang H, Molloy KR, Altukhov I, Li Z, McKerrow W, Fenyö D, Burns KH, LaCava J. LINE-1 ORF2p expression is nearly imperceptible in human cancers. Mob DNA 2019; 11:1. [PMID: 31892958 PMCID: PMC6937734 DOI: 10.1186/s13100-019-0191-2] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Accepted: 11/22/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Long interspersed element-1 (LINE-1, L1) is the major driver of mobile DNA activity in modern humans. When expressed, LINE-1 loci produce bicistronic transcripts encoding two proteins essential for retrotransposition, ORF1p and ORF2p. Many types of human cancers are characterized by L1 promoter hypomethylation, L1 transcription, L1 ORF1p protein expression, and somatic L1 retrotransposition. ORF2p encodes the endonuclease and reverse transcriptase activities required for L1 retrotransposition. Its expression is poorly characterized in human tissues and cell lines. RESULTS We report mass spectrometry-based tumor proteome profiling studies wherein ORF2p eludes detection. To test whether ORF2p could be detected with specific reagents, we developed and validated five rabbit monoclonal antibodies with immunoreactivity for specific epitopes on the protein. These reagents readily detect ectopic ORF2p expressed from bicistronic L1 constructs. However, endogenous ORF2p is not detected in human tumor samples or cell lines by western blot, immunoprecipitation, or immunohistochemistry despite high levels of ORF1p expression. Moreover, we report endogenous ORF1p-associated interactomes, affinity isolated from colorectal cancers, wherein we similarly fail to detect ORF2p. These samples include primary tumors harboring hundreds of somatically acquired L1 insertions. The new data are available via ProteomeXchange with identifier PXD013743. CONCLUSIONS Although somatic retrotransposition provides unequivocal genetic evidence for the expression of ORF2p in human cancers, we are unable to directly measure its presence using several standard methods. Experimental systems have previously indicated an unequal stoichiometry between ORF1p and ORF2p, but in vivo, the expression of these two proteins may be more strikingly uncoupled. These findings are consistent with observations that ORF2p is not tolerable for cell growth.
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Affiliation(s)
- Daniel Ardeljan
- McKusick Nathans Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205 USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205 USA
| | - Xuya Wang
- Institute for Systems Genetics, Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, NY 10016 USA
| | - Mehrnoosh Oghbaie
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY 10065 USA
| | - Martin S. Taylor
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205 USA
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA
| | - David Husband
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205 USA
| | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA
| | - Jared P. Steranka
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205 USA
| | - Mikhail Gorbounov
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205 USA
| | - Wan Rou Yang
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205 USA
| | - Brandon Sie
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205 USA
| | - H. Benjamin Larman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205 USA
| | - Hua Jiang
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY 10065 USA
| | - Kelly R. Molloy
- Laboratory of Mass Spectrometry and Gaseous Ion Chemistry, The Rockefeller University, New York, NY 10065 USA
| | - Ilya Altukhov
- Moscow Institute of Physics and Technology, Dolgoprudny, 141701 Russia
| | - Zhi Li
- Institute for Systems Genetics, Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, NY 10016 USA
| | - Wilson McKerrow
- Institute for Systems Genetics, Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, NY 10016 USA
| | - David Fenyö
- Institute for Systems Genetics, Department of Biochemistry and Molecular Pharmacology, NYU School of Medicine, New York, NY 10016 USA
| | - Kathleen H. Burns
- McKusick Nathans Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205 USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205 USA
| | - John LaCava
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY 10065 USA
- European Research Institute for the Biology of Ageing, University Medical Center Groningen, Groningen, 9713 AV The Netherlands
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Taylor MS, Zelinkova V, Plancikova D, Melichova J, Sivco P, Rusnak M, Majdan M. Seasonal patterns of traumatic brain injury deaths due to traffic-related incidents in the Slovak Republic. Traffic Inj Prev 2019; 21:55-59. [PMID: 31790603 DOI: 10.1080/15389588.2019.1666981] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Revised: 09/09/2019] [Accepted: 09/09/2019] [Indexed: 06/10/2023]
Abstract
Objective: Traumatic Brain Injuries (TBIs) are an important type of injury in terms of both morbidity and mortality. Road Traffic Incidents are one of the most frequent causes of TBI. This analysis seeks to quantify the number of such injuries occurring in the Slovak Republic, and examine patterns of TBI according to mode of transport and seasonality.Methods: Data concerning total numbers of TBIs occurring from the years 1996-2015 were obtained from the Statistical Office of the Slovak Republic. The events caused by road incidents were examined separately according the external cause stated on death certification. Events were classified into seasons according to the month of death. Summary statistics were produced concerning numbers of deaths according to sex, mode of transport and season. Analyses were performed to examine trends in TBI by season and type of road user.Results: During a period of 20 years from 1996, there were 17,047 recorded deaths involving TBI in the Slovak Republic. Of these, 5,370 were caused by road traffic incidents (RTIs). Age standardized rates tended to decrease from 8.3/100,000/year (1996) to 2.5/100,000/year (2015). Males made up approximately 79% of road traffic-caused TBIs. Summer and autumn showed significantly more events than any other season, with motorcyclists and cyclists in particular being more frequently injured at this time of year.Conclusions: The results show that Slovakia, like many countries, suffers a considerable burden of TBI and that RTIs are a major contributor to this, especially among young adults. Rates of TBI vary by season in Slovakia, and users of different modes of transport appear more or less likely to suffer such injury during different seasons. Considerable variability in rates of injury exists between road users and times of year. Improved understanding of the timing and sufferers of injuries may allow better planning of response and care services. Further research into transport modes and policies aimed at safer driving should be explored.
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Affiliation(s)
- M S Taylor
- Department of Public Health, Faculty of Health Sciences and Social Work, Trnava University, Trnava, Slovakia
| | - V Zelinkova
- Department of Public Health, Faculty of Health Sciences and Social Work, Trnava University, Trnava, Slovakia
| | - D Plancikova
- Department of Public Health, Faculty of Health Sciences and Social Work, Trnava University, Trnava, Slovakia
| | - J Melichova
- Department of Public Health, Faculty of Health Sciences and Social Work, Trnava University, Trnava, Slovakia
| | - P Sivco
- Department of Public Health, Faculty of Health Sciences and Social Work, Trnava University, Trnava, Slovakia
| | - M Rusnak
- Department of Public Health, Faculty of Health Sciences and Social Work, Trnava University, Trnava, Slovakia
| | - M Majdan
- Department of Public Health, Faculty of Health Sciences and Social Work, Trnava University, Trnava, Slovakia
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45
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Halachev M, Meynert A, Taylor MS, Vitart V, Kerr SM, Klaric L, Aitman TJ, Haley CS, Prendergast JG, Pugh C, Hume DA, Harris SE, Liewald DC, Deary IJ, Semple CA, Wilson JF. Increased ultra-rare variant load in an isolated Scottish population impacts exonic and regulatory regions. PLoS Genet 2019; 15:e1008480. [PMID: 31765389 PMCID: PMC6901239 DOI: 10.1371/journal.pgen.1008480] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 12/09/2019] [Accepted: 10/15/2019] [Indexed: 01/03/2023] Open
Abstract
Human population isolates provide a snapshot of the impact of historical demographic processes on population genetics. Such data facilitate studies of the functional impact of rare sequence variants on biomedical phenotypes, as strong genetic drift can result in higher frequencies of variants that are otherwise rare. We present the first whole genome sequencing (WGS) study of the VIKING cohort, a representative collection of samples from the isolated Shetland population in northern Scotland, and explore how its genetic characteristics compare to a mainland Scottish population. Our analyses reveal the strong contributions played by the founder effect and genetic drift in shaping genomic variation in the VIKING cohort. About one tenth of all high-quality variants discovered are unique to the VIKING cohort or are seen at frequencies at least ten fold higher than in more cosmopolitan control populations. Multiple lines of evidence also suggest relaxation of purifying selection during the evolutionary history of the Shetland isolate. We demonstrate enrichment of ultra-rare VIKING variants in exonic regions and for the first time we also show that ultra-rare variants are enriched within regulatory regions, particularly promoters, suggesting that gene expression patterns may diverge relatively rapidly in human isolates.
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Affiliation(s)
- Mihail Halachev
- MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Crewe Road, Edinburgh, United Kingdom
| | - Alison Meynert
- MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Crewe Road, Edinburgh, United Kingdom
| | - Martin S. Taylor
- MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Crewe Road, Edinburgh, United Kingdom
| | - Veronique Vitart
- MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Crewe Road, Edinburgh, United Kingdom
| | - Shona M. Kerr
- MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Crewe Road, Edinburgh, United Kingdom
| | - Lucija Klaric
- MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Crewe Road, Edinburgh, United Kingdom
| | | | - Timothy J. Aitman
- Centre for Genomic and Experimental Medicine, MRC IGMM, University of Edinburgh, Crewe Road, Edinburgh, United Kingdom
| | - Chris S. Haley
- MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Crewe Road, Edinburgh, United Kingdom
- The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian, United Kingdom
| | - James G. Prendergast
- The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian, United Kingdom
| | - Carys Pugh
- Centre for Clinical Brain Sciences, Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, United Kingdom
| | - David A. Hume
- Mater Research Institute, University of Queensland, Woolloongabba, Australia
| | - Sarah E. Harris
- Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, School of Philosophy, Psychology and Language Sciences, University of Edinburgh, George Square, Edinburgh, United Kingdom
| | - David C. Liewald
- Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, School of Philosophy, Psychology and Language Sciences, University of Edinburgh, George Square, Edinburgh, United Kingdom
| | - Ian J. Deary
- Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, School of Philosophy, Psychology and Language Sciences, University of Edinburgh, George Square, Edinburgh, United Kingdom
| | - Colin A. Semple
- MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Crewe Road, Edinburgh, United Kingdom
| | - James F. Wilson
- MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Crewe Road, Edinburgh, United Kingdom
- Centre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Teviot Place, Edinburgh, United Kingdom
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46
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Krystel-Whittemore M, Taylor MS, Rivera M, Lennerz JK, Le LP, Dias-Santagata D, Iafrate AJ, Deshpande V, Chebib I, Nielsen GP, Wu CL, Nardi V. Novel and established EWSR1 gene fusions and associations identified by next-generation sequencing and fluorescence in-situ hybridization. Hum Pathol 2019; 93:65-73. [PMID: 31430493 DOI: 10.1016/j.humpath.2019.08.006] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 08/06/2019] [Accepted: 08/07/2019] [Indexed: 02/07/2023]
Abstract
EWSR1 is a 'promiscuous' gene that can fuse with many different partner genes in phenotypically identical tumors or partner with the same genes in morphologically and behaviorally different neoplasms. Our study set out to examine the EWSR1 fusions identified at our institution over a 3-year period, using various methods, their association with specific entities and possible detection of novel partners and associations. Sixty-three consecutive cases investigated for EWSR1 gene fusions between 2015 and 2018 at our institution were included in this study. Fusions were identified by either break-apart fluorescence in-situ hybridization (FISH), our clinical RNA-based assay for fusion transcript detection or both. Twenty-eight cases were concurrently tested by FISH and NGS, 24 were tested by FISH alone and 11 by NGS alone. Of the 28 cases with dual testing, 24 were positive by both assays for an EWSR1 gene fusion, 3 cases were discordant with a positive FISH assay and a negative NGS assay, and 1 case was discordant with a negative FISH assay but a positive NGS assay. Three novel fusions were identified: a complex rearrangement involving three genes (EWSR1/RBFOX2/ERG) in Ewing sarcoma, a EWSR1/TCF7L2 fusion in a colon adenocarcinoma, and a EWSR1/TFEB fusion in a translocation-associated renal cell carcinoma. Both colonic adenocarcinoma and renal cell carcinoma had not been previously associated with EWSR1 rearrangements to our knowledge. In a subset of cases, detection of a specific partner had an impact on the histological diagnosis and patient management. In our experience, the use of a targeted NGS-based fusion assay is superior to EWSR1 break-apart FISH for the detection of known and novel EWSR1 rearrangements and fusion partners, particularly given the emerging understanding that distinct fusion partners result in different diseases with distinct prognostic and therapeutic implications.
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Affiliation(s)
- Melissa Krystel-Whittemore
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA
| | - Martin S Taylor
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA
| | - Miguel Rivera
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA
| | - Jochen K Lennerz
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA
| | - Long P Le
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA
| | - Dora Dias-Santagata
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA
| | - Anthony John Iafrate
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA
| | - Vikram Deshpande
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA
| | - Ivan Chebib
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA
| | - Gunnlaugur Petur Nielsen
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA
| | - Chin-Lee Wu
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA
| | - Valentina Nardi
- Massachusetts General Hospital, Department of Pathology, and Harvard Medical School, Boston, MA, 02114, USA.
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47
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Diaz-Perez JA, Nielsen GP, Antonescu C, Taylor MS, Lozano-Calderon SA, Rosenberg AE. EWSR1/FUS-NFATc2 rearranged round cell sarcoma: clinicopathological series of 4 cases and literature review. Hum Pathol 2019; 90:45-53. [PMID: 31078563 DOI: 10.1016/j.humpath.2019.05.001] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 05/05/2019] [Indexed: 12/27/2022]
Abstract
The classification of bone neoplasms composed of small round cells is experiencing a transformation after the discovery of various gene fusion rearrangements that determine diagnosis, behavior, and response to therapy. We present herein 4 new cases of small round cell tumor of the bone that harbor NFATc2 rearrangements involving either EWSR1 or FUS genes. We studied the clinical presentation, pathologic features, genetics (FISH, targeted RNA sequencing) and outcome in these 4 patients. We also reviewed the literature describing similar cases. All our patients were male. The median age at diagnosis was 33.5 years. All tumors presented in long bones of the extremities as a large destructive mass with a mean size of 12.5 cm. All cases were hypercellular with prominent collagenous stroma and consisted of small to medium size round cells arranged in cords, thin trabeculae, and pseudoacinar structures. Most cases showed focal or diffuse membrane staining for CD99; whereas S100, synaptophysin and chromogranin were negative. EMA showed cytoplasmic staining in one case. Genetic studies identified EWSR1-NFATc2 fusion in 3 cases, and FUS-NFATc2 fusion in one case. Two patients were treated with neoadjuvant chemotherapy using Ewing sarcoma regimens, and surgical excision was performed on 3 patients; necrosis was minimal. Follow-up is limited; after a median follow-up of 8.7 months, one patient developed local recurrence and metastases to the lungs. Poorly differentiated round cell sarcoma with EWSR1/FUS-NFATc2 fusions are uncommon. The tumors have consistent clinical findings, morphology, and immunoprofile that in combination are distinctive and differ from that of Ewing sarcoma. Importantly, these tumors do not respond to Ewing sarcoma chemotherapy regimens.
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Affiliation(s)
- Julio A Diaz-Perez
- Department of Pathology and Laboratory Medicine, Miller School of Medicine, University of Miami, Miami, FL
| | - G Petur Nielsen
- Department of Pathology and Laboratory Medicine, Massachusetts General Hospital, Harvard University, Boston, MA
| | - Cristina Antonescu
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Martin S Taylor
- Department of Pathology and Laboratory Medicine, Massachusetts General Hospital, Harvard University, Boston, MA
| | | | - Andrew E Rosenberg
- Department of Pathology and Laboratory Medicine, Miller School of Medicine, University of Miami, Miami, FL.
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Jiang H, Taylor MS, Molloy KR, Altukhov I, LaCava J. Identification of RNase-sensitive LINE-1 Ribonucleoprotein Interactions by Differential Affinity Immobilization. Bio Protoc 2019; 9:e3200. [PMID: 31106238 PMCID: PMC6519465 DOI: 10.21769/bioprotoc.3200] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Revised: 03/26/2019] [Accepted: 03/12/2019] [Indexed: 01/19/2023] Open
Abstract
Long Interspersed Nuclear Element-1 (LINE-1, L1) constitutes a family of autonomous, self-replicating genetic elements known as retrotransposons. Although most are inactive, copious L1 sequences populate the human genome. L1s proliferate in a 'copy-and-paste' fashion through an RNA intermediate; a full-length L1 transcript is ~6,000 nucleotides long and functions as a bicistronic mRNA that encodes and assembles in cis with two main polypeptides, ORF1p and ORF2p, forming a ribonucleoprotein (RNP); L1 RNPs also interact with a wide range of host factors in positive and negative regulatory capacities. The following protocol describes an approach to affinity enrich ectopically expressed L1 RNPs and, using RNases, release the fraction of protein that depends upon the presence of intact RNA for retention in the immobilized macromolecules.
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Affiliation(s)
- Hua Jiang
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, USA
| | - Martin S. Taylor
- Department of Pathology, Massachusetts General Hospital, Boston, USA
| | - Kelly R. Molloy
- Laboratory of Mass Spectrometry and Gaseous Ion Chemistry, The Rockefeller University, New York, USA
| | - Ilya Altukhov
- Moscow Institute of Physics and Technology, Dolgoprudny, Russia
| | - John LaCava
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, USA
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Suster DI, Deshpande V, Chebib I, Taylor MS, Mullen J, Bredella MA, Nielsen GP. Spindle cell liposarcoma with a TRIO-TERT fusion transcript. Virchows Arch 2019; 475:391-394. [DOI: 10.1007/s00428-019-02545-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 02/08/2019] [Accepted: 02/11/2019] [Indexed: 01/07/2023]
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Leijssen LGJ, Dinaux AM, Amri R, Taylor MS, Deshpande V, Bordeianou LG, Kunitake H, Berger DL. Impact of intramural and extramural vascular invasion on stage II-III colon cancer outcomes. J Surg Oncol 2019; 119:749-757. [PMID: 30644557 DOI: 10.1002/jso.25367] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 12/26/2018] [Indexed: 01/20/2023]
Abstract
BACKGROUND AND OBJECTIVES Vascular invasion, in particular extramural venous invasion (EMVI), is a pathologic characteristic that has been extensively studied in rectal cancer but rarely in colon cancer. This study aims to evaluate its prognostic role in stage II-III colon cancer. METHODS All stage II-III colon cancer patients who underwent surgery between 2004 and 2015 were reviewed. We compared patients without invasion, with intramural invasion only (IMVI), EMVI only, and both IMVI/EMVI (n = 923). RESULTS EMVI was associated with other high-risk features, including T4, N+ disease, lymphatic, and perineural invasion (P < 0.001). EMVI+ patients had higher rates of locoregional and distant recurrence and subsequently disease-specific mortality (stage-II, odds ratio [OR] 3.64; P = 0.001; stage-III OR, 1.94; P = 0.009), whereas outcomes were comparable between IMVI and no vascular invasion (OR, 1.21; P = 0.764; OR, 1.28, P = 0.607, respectively). The adjusted HRs for EMVI+ patients on disease-free survival, and disease-specific survival were 2.07 ( P < 0.001) and 1.67 ( P = 0.027), respectively. Moreover, EMVI+ stage-II patients fared worse than EMVI- stage-III patients, even after adjusting for adjuvant chemotherapy. CONCLUSION EMVI is a strong predictor for worse oncologic outcomes in stage II-III colon cancer patients, whereas IMVI is not. It is also associated with worse outcomes compared in patients with higher stage disease who are EMVI negative.
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Affiliation(s)
- Lieve G J Leijssen
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Anne M Dinaux
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Ramzi Amri
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Liliana G Bordeianou
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Hiroko Kunitake
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - David L Berger
- Department of General and Gastrointestinal Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
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