1
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Tetens MM, Omland LH, Dessau R, Ellermann-Eriksen S, Andersen NS, Jørgensen CS, Østergaard C, Bodilsen J, Søgaard KK, Bangsborg J, Nielsen AC, Møller JK, Chen M, Niemann CU, Lebech AM, Obel N. Risk of haematologic cancers among individuals tested for Borrelia burgdorferi antibodies, and Borrelia burgdorferi seropositive individuals: a nationwide population-based matched cohort study. Clin Microbiol Infect 2024; 30:231-239. [PMID: 37871679 DOI: 10.1016/j.cmi.2023.10.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 09/28/2023] [Accepted: 10/16/2023] [Indexed: 10/25/2023]
Abstract
OBJECTIVES In a nationwide, matched cohort study, we aimed to investigate risks of haematologic cancers among individuals tested for Borrelia burgdorferi (Bb) antibodies, and among serum Bb seropositive individuals. METHODS We identified all Bb seropositive individuals in Denmark (1993-2020) (n = 52 200) and constructed two age- and sex-matched comparison cohorts: (a) Bb seronegative controls (n = 104 400) and (b) background population controls (n = 261 000). We calculated short-term OR (aOR) (<1 month of study inclusion), and long-term hazard ratios (aHR) (>1 month after study inclusion) adjusted for age and sex. We stratified seropositive individuals on only Bb-IgM seropositive (n = 26 103), only Bb-IgG seropositive (n = 18 698), and Bb-IgM-and-IgG seropositive (n = 7399). RESULTS Compared with the background population, individuals tested for Bb antibodies had increased short-term (aOR: 12.6, 95% CI: 10.1-15.6) and long-term (aHR: 1.3, 95% CI: 1.2-1.4) risk of haematologic cancers. The Bb seropositive individuals had no increased risk of haematologic cancers compared with those who tested negative for Bb, except that Bb-IgM-and-IgG seropositive individuals had increased long-term risk of chronic lymphatic leukaemia (aHR: 2.0, 95% CI: 1.2-3.4). DISCUSSION Our results suggest that Bb antibody testing is included in the work-up of unspecific symptoms preceding diagnosis of haematologic cancers. Bb-IgM-and-IgG seropositivity was associated with a two-fold increased long-term risk of chronic lymphatic leukaemia, which warrants further investigation.
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Affiliation(s)
- Malte M Tetens
- Department of Infectious Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.
| | - Lars Haukali Omland
- Department of Infectious Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Ram Dessau
- Department of Clinical Microbiology, Zealand Hospital, Slagelse, Denmark; Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | | | - Nanna S Andersen
- Clinical Centre for Emerging and Vector-borne Infections, Department of Clinical Microbiology, Odense University Hospital, Odense, Denmark; Research Unit of Clinical Microbiology, University of Southern Denmark, Odense, Denmark
| | | | - Christian Østergaard
- Department of Clinical Microbiology, Copenhagen University Hospital - Hvidovre Hospital, Copenhagen, Denmark
| | - Jacob Bodilsen
- Department of Infectious Diseases, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Kirstine K Søgaard
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Department of Clinical Microbiology, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Jette Bangsborg
- Department of Clinical Microbiology, Copenhagen University Hospital - Herlev Hospital, Herlev, Denmark
| | - Alex Christian Nielsen
- Department of Clinical Microbiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Jens Kjølseth Møller
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark; Department of Clinical Microbiology, Vejle Hospital, University Hospital of Southern Denmark, Vejle, Denmark
| | - Ming Chen
- Department of Clinical Microbiology, Sønderborg Hospital, Sønderborg, Denmark
| | - Carsten Utoft Niemann
- Department of Hematology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Anne-Mette Lebech
- Department of Infectious Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Niels Obel
- Department of Infectious Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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2
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Vega-Benedetti AF, Loi E, Zavattari P. DNA methylation alterations caused by Leishmania infection may generate a microenvironment prone to tumour development. Front Cell Infect Microbiol 2022; 12:984134. [PMID: 36105147 PMCID: PMC9465093 DOI: 10.3389/fcimb.2022.984134] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 08/10/2022] [Indexed: 01/10/2023] Open
Abstract
DNA methylation is an epigenetic signature consisting of a methyl group at the 5’ cytosine of CpG dinucleotides. Modifications in DNA methylation pattern have been detected in cancer and infectious diseases and may be associated with gene expression changes. In cancer development DNA methylation aberrations are early events whereas in infectious diseases these epigenetic changes may be due to host/pathogen interaction. In particular, in leishmaniasis, a parasitic disease caused by the protozoan Leishmania, DNA methylation alterations have been detected in macrophages upon infection with Leishmania donovani and in skin lesions from patients with cutaneous leishmaniasis. Interestingly, different types of cancers, such as cutaneous malignant lesions, lymphoma and hepatocellular carcinoma, have been diagnosed in patients with a history of leishmaniasis. In fact, it is known that there exists an association between cancer and infectious diseases. Leishmania infection may increase susceptibility to develop cancer, but the mechanisms involved are not entirely clear. Considering these aspects, in this review we discuss the hypothesis that DNA methylation alterations induced by Leishmania may trigger tumorigenesis in long term infection since these epigenetic modifications may enhance and accumulate during chronic leishmaniasis.
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3
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Ouspenskaia T, Law T, Clauser KR, Klaeger S, Sarkizova S, Aguet F, Li B, Christian E, Knisbacher BA, Le PM, Hartigan CR, Keshishian H, Apffel A, Oliveira G, Zhang W, Chen S, Chow YT, Ji Z, Jungreis I, Shukla SA, Justesen S, Bachireddy P, Kellis M, Getz G, Hacohen N, Keskin DB, Carr SA, Wu CJ, Regev A. Unannotated proteins expand the MHC-I-restricted immunopeptidome in cancer. Nat Biotechnol 2022; 40:209-217. [PMID: 34663921 PMCID: PMC10198624 DOI: 10.1038/s41587-021-01021-3] [Citation(s) in RCA: 134] [Impact Index Per Article: 67.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 07/16/2021] [Indexed: 12/16/2022]
Abstract
Tumor-associated epitopes presented on MHC-I that can activate the immune system against cancer cells are typically identified from annotated protein-coding regions of the genome, but whether peptides originating from novel or unannotated open reading frames (nuORFs) can contribute to antitumor immune responses remains unclear. Here we show that peptides originating from nuORFs detected by ribosome profiling of malignant and healthy samples can be displayed on MHC-I of cancer cells, acting as additional sources of cancer antigens. We constructed a high-confidence database of translated nuORFs across tissues (nuORFdb) and used it to detect 3,555 translated nuORFs from MHC-I immunopeptidome mass spectrometry analysis, including peptides that result from somatic mutations in nuORFs of cancer samples as well as tumor-specific nuORFs translated in melanoma, chronic lymphocytic leukemia and glioblastoma. NuORFs are an unexplored pool of MHC-I-presented, tumor-specific peptides with potential as immunotherapy targets.
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Affiliation(s)
- Tamara Ouspenskaia
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Flagship Labs 69, Cambridge, MA, USA
| | - Travis Law
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Susan Klaeger
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Siranush Sarkizova
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | | | - Bo Li
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Center for Immunology and Inflammatory Diseases, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | | | - Phuong M Le
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | | | | | - Annie Apffel
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Giacomo Oliveira
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Wandi Zhang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | | | | | - Zhe Ji
- Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, USA
| | - Irwin Jungreis
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, MA, USA
| | - Sachet A Shukla
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Pavan Bachireddy
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Manolis Kellis
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, MA, USA
| | - Gad Getz
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Nir Hacohen
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Massachusetts General Hospital Cancer Center, Boston, MA, USA
| | - Derin B Keskin
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- The Translational Immunogenomics Lab, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Catherine J Wu
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
| | - Aviv Regev
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Genentech, South San Francisco, CA, USA.
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4
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Vojdeman FJ, Helby J, Pedersen LB, Brieghel C, Andersen MA, Nordestgaard BG, Bojesen SE, Niemann CU. Chronic lymphocytic leukaemia clones are detectable decades before diagnosis. Br J Haematol 2021; 196:784-787. [PMID: 34580859 DOI: 10.1111/bjh.17857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 09/05/2021] [Accepted: 09/12/2021] [Indexed: 11/29/2022]
Affiliation(s)
- Fie J Vojdeman
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
| | - Jens Helby
- Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Herlev, Denmark.,The Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark.,The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Copenhagen University Hospital, Herlev, Denmark
| | - Lone B Pedersen
- Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Herlev, Denmark
| | - Christian Brieghel
- Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Herlev, Denmark
| | - Michael A Andersen
- Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Herlev, Denmark
| | - Børge G Nordestgaard
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark.,The Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark.,The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Copenhagen University Hospital, Herlev, Denmark.,Institute for Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Herlev, Denmark
| | - Stig E Bojesen
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark.,The Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark.,The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Copenhagen University Hospital, Herlev, Denmark.,Institute for Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Herlev, Denmark
| | - Carsten U Niemann
- Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Herlev, Denmark.,Institute for Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Herlev, Denmark
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5
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Drillis G, Goulielmaki M, Spandidos DA, Aggelaki S, Zoumpourlis V. Non-coding RNAs (miRNAs and lncRNAs) and their roles in lymphogenesis in all types of lymphomas and lymphoid malignancies. Oncol Lett 2021; 21:393. [PMID: 33777216 PMCID: PMC7988683 DOI: 10.3892/ol.2021.12654] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 02/26/2021] [Indexed: 12/16/2022] Open
Abstract
Contemporary developments in molecular biology have been combined with discoveries on the analysis of the role of all non-coding RNAs (ncRNAs) in human diseases, particularly in cancer, by examining their roles in cells. Currently, included among these common types of cancer, are all the lymphomas and lymphoid malignancies, which represent a diverse group of neoplasms and malignant disorders. Initial data suggest that non-coding RNAs, particularly long ncRNAs (lncRNAs), play key roles in oncogenesis and that lncRNA-mediated biology is an important key pathway to cancer progression. Other non-coding RNAs, termed microRNAs (miRNAs or miRs), are very promising cancer molecular biomarkers. They can be detected in tissues, cell lines, biopsy material and all biological fluids, such as blood. With the number of well-characterized cancer-related lncRNAs and miRNAs increasing, the study of the roles of non-coding RNAs in cancer is bringing forth new hypotheses of the biology of cancerous cells. For the first time, to the best of our knowledge, the present review provides an up-to-date summary of the recent literature referring to all diagnosed ncRNAs that mediate the pathogenesis of all types of lymphomas and lymphoid malignancies.
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Affiliation(s)
- Georgios Drillis
- 1st Internal Medicine Clinic, Medical School, Laiko University Hospital of Athens, 115 27 Athens, Greece
| | - Maria Goulielmaki
- Biomedical Applications Unit, Institute of Chemical Biology, National Hellenic Research Foundation (NHRF), 116 35 Athens, Greece
| | - Demetrios A Spandidos
- Laboratory of Clinical Virology, Medical School, University of Crete, 71003 Heraklion, Greece
| | - Sofia Aggelaki
- Oncology Unit, Medical School, University of Crete, 71003 Heraklion, Greece
| | - Vassilios Zoumpourlis
- Biomedical Applications Unit, Institute of Chemical Biology, National Hellenic Research Foundation (NHRF), 116 35 Athens, Greece
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6
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Abstract
Patients with chronic lymphocytic leukemia can be divided into three categories: those who are minimally affected by the problem, often never requiring therapy; those that initially follow an indolent course but subsequently progress and require therapy; and those that from the point of diagnosis exhibit an aggressive disease necessitating treatment. Likewise, such patients pass through three phases: development of the disease, diagnosis, and need for therapy. Finally, the leukemic clones of all patients appear to require continuous input from the exterior, most often through membrane receptors, to allow them to survive and grow. This review is presented according to the temporal course that the disease follows, focusing on those external influences from the tissue microenvironment (TME) that support the time lines as well as those internal influences that are inherited or develop as genetic and epigenetic changes occurring over the time line. Regarding the former, special emphasis is placed on the input provided via the B-cell receptor for antigen and the C-X-C-motif chemokine receptor-4 and the therapeutic agents that block these inputs. Regarding the latter, prominence is laid upon inherited susceptibility genes and the genetic and epigenetic abnormalities that lead to the developmental and progression of the disease.
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MESH Headings
- Disease Progression
- Humans
- Immunotherapy
- Leukemia, Lymphocytic, Chronic, B-Cell/diagnosis
- Leukemia, Lymphocytic, Chronic, B-Cell/etiology
- Leukemia, Lymphocytic, Chronic, B-Cell/genetics
- Leukemia, Lymphocytic, Chronic, B-Cell/therapy
- Mutation
- PAX5 Transcription Factor/metabolism
- Receptors, Antigen, B-Cell
- Signal Transduction
- Tumor Microenvironment
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Affiliation(s)
- Nicholas Chiorazzi
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York 11030, USA
| | - Shih-Shih Chen
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York 11030, USA
| | - Kanti R Rai
- The Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York 11549, USA
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7
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Castagné R, Kelly-Irving M, Krogh V, Palli D, Panico S, Sacerdote C, Tumino R, Hebels DG, Kleinjans JC, de Kok TM, Georgiadis P, Kyrtopoulos SA, Vermeulen R, Stringhini S, Vineis P, Chadeau-Hyam M, Delpierre C. A multi-omics approach to investigate the inflammatory response to life course socioeconomic position. Epigenomics 2020; 12:1287-1302. [PMID: 32875816 DOI: 10.2217/epi-2019-0261] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Aim: Inflammation represents a potential pathway through which socioeconomic position (SEP) is biologically embedded. Materials & methods: We analyzed inflammatory biomarkers in response to life course SEP by integrating multi-omics DNA-methylation, gene expression and protein level in 178 European Prospective Investigation into Cancer and Nutrition-Italy participants. Results & conclusion: We identified 61 potential cis acting CpG loci whose methylation levels were associated with gene expression at a Bonferroni correction. We examined the relationships between life course SEP and these 61 cis-acting regulatory methylation sites individually and jointly using several scores. Less-advantaged SEP participants exhibit, later in life, a lower inflammatory methylome score, suggesting an overall increased expression of the corresponding inflammatory genes or proteins, supporting the hypothesis that SEP impacts adult physiology through inflammation.
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Affiliation(s)
- Raphaële Castagné
- LEASP, UMR 1027, Inserm-Université Toulouse III Paul Sabatier, Toulouse, France
| | | | - Vittorio Krogh
- Epidemiology & Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan 20133, Italy
| | - Domenico Palli
- Cancer Risk Factors & Lifestyle Epidemiology Unit, Institute for Cancer Research Prevention & Clinical Network-ISPRO, Florence 50141, Italy
| | - Salvatore Panico
- Department of Clinical Medicine & Surgery, University of Naples Federico II, Naples 80131, Italy
| | - Carlotta Sacerdote
- Unit of Cancer Epidemiology, Città della Salute e della Scienza University-Hospital & Center for Cancer Prevention (CPO), Turin 10133, Italy
| | - Rosario Tumino
- Cancer Registry & Department of Histopathology, Provicial Health Authority (ASP) Ragusa 97100, Italy
| | - Dennie Gaj Hebels
- MERLN Institute, Maastricht University, Universiteitssingel 40, 6229ER Maastricht, The Netherlands
| | - Jos Cs Kleinjans
- Department of Toxicogenomics, GROW Institute & Developmental Biology, Maastricht University, Maastricht 6211LK, The Netherlands
| | - Theo McM de Kok
- Department of Toxicogenomics, GROW Institute & Developmental Biology, Maastricht University, Maastricht 6211LK, The Netherlands
| | - Panagiotis Georgiadis
- National Hellenic Research Foundation, Institute of Chemical Biology, Vas. Constantinou 48, 11635 Athens, Greece
| | - Soterios A Kyrtopoulos
- National Hellenic Research Foundation, Institute of Chemical Biology, Vas. Constantinou 48, 11635 Athens, Greece
| | - Roel Vermeulen
- Division of Environmental Epidemiology, Institute for Risk Assessment Sciences (IRAS), Utrecht University, PO Box 80178, 3508 TD, Utrecht, The Netherlands
| | - Silvia Stringhini
- Institute of Social & Preventive Medicine, Lausanne University Hospital, Lausanne 1010, Switzerland
| | - Paolo Vineis
- MRC-PHE Centre for Environment & Health, School of Public Health, Department of Epidemiology & Biostatistics, Imperial College London, SW7 2BU, London, UK.,Molecular & Genetic Epidemiology Unit, Italian Institute for Genomic Medicine (IIGM), Torino 10126, Italy
| | - Marc Chadeau-Hyam
- MRC-PHE Centre for Environment & Health, School of Public Health, Department of Epidemiology & Biostatistics, Imperial College London, SW7 2BU, London, UK
| | - Cyrille Delpierre
- LEASP, UMR 1027, Inserm-Université Toulouse III Paul Sabatier, Toulouse, France
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8
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Xanthopoulos C, Kostareli E. Advances in Epigenetics and Epigenomics in Chronic Lymphocytic Leukemia. CURRENT GENETIC MEDICINE REPORTS 2019. [DOI: 10.1007/s40142-019-00178-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Abstract
Purpose of Review
The development and progression of chronic lymphocytic leukemia (CLL), a highly heterogenous B cell malignancy, are influenced by both genetic and environmental factors. Environmental factors, including pharmacological interventions, can affect the epigenetic landscape of CLL and thereby determine the CLL phenotype, clonal evolution, and clinical outcome. In this review, we critically present the latest advances in the field of CLL epigenomics/epigenetics in order to provide a systematic overview of to-date achievements and highlight the potential of epigenomics approaches in light of novel treatment therapies.
Recent Findings
Recent technological advances have enabled broad and precise mapping of the CLL epigenome. The identification of CLL-specific DNA methylation patterns has allowed for accurate CLL subtype definition, a better understanding of clonal origin and evolution, and the discovery of reliable biomarkers. More recently, studies have started to unravel the prognostic, predictive, and therapeutic potential of mapping chromatin dynamics and histone modifications in CLL. Finally, analysis of non-coding RNA expression has indicated their contribution to disease pathogenesis and helped to define prognostic subsets in CLL.
Summary
Overall, the potential of CLL epigenomics for predicting treatment response and resistance is mounting, especially with the advent of novel targeted CLL therapies.
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9
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Loi E, Moi L, Fadda A, Satta G, Zucca M, Sanna S, Amini Nia S, Cabras G, Padoan M, Magnani C, Miligi L, Piro S, Gentilini D, Ennas MG, Southey MC, Giles GG, Wong Doo N, Cocco P, Zavattari P. Methylation alteration of SHANK1 as a predictive, diagnostic and prognostic biomarker for chronic lymphocytic leukemia. Oncotarget 2019; 10:4987-5002. [PMID: 31452839 PMCID: PMC6697638 DOI: 10.18632/oncotarget.27080] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Accepted: 06/21/2019] [Indexed: 12/22/2022] Open
Abstract
Chronic lymphocytic leukemia (CLL) is a clinically heterogeneous disease characterized by the clonal expansion of malignant B cells. To predict the clinical course of the disease, the identification of diagnostic biomarkers is urgently needed. Aberrant methylation patterns may predict CLL development and its course, being very early changes during carcinogenesis. Our aim was to identify CLL specific methylation patterns and to evaluate whether methylation aberrations in selected genes are associated with changes in gene expression. Here, by performing a genome-wide methylation analysis, we identified several CLL-specific methylation alterations. We focused on the most altered one, at a CpG island located in the body of SHANK1 gene, in our CLL cases compared to healthy controls. This methylation alteration was successfully validated in a larger cohort including 139 CLL and 20 control in silico samples. We also found a positive correlation between SHANK1 methylation level and absolute lymphocyte count, in particular CD19+ B cells, in CLL patients. Moreover, we were able to detect gains of methylation at SHANK1 in blood samples collected years prior to diagnosis. Overall, our results suggest methylation alteration at this SHANK1 CpG island as a biomarker for risk and diagnosis of CLL, and also in the personalized quantification of tumor aggressiveness.
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Affiliation(s)
- Eleonora Loi
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, Cagliari, Italy
| | - Loredana Moi
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, Cagliari, Italy
| | - Antonio Fadda
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, Cagliari, Italy
| | - Giannina Satta
- Department of Medical Sciences and Public Health, Occupational Health Unit, University of Cagliari, Cagliari, Italy
| | - Mariagrazia Zucca
- Department of Biomedical Sciences, Cytomorphology Unit, University of Cagliari, Cagliari, Italy
| | - Sonia Sanna
- Department of Biomedical Sciences, Cytomorphology Unit, University of Cagliari, Cagliari, Italy
| | - Shadi Amini Nia
- Department of Medical Sciences and Public Health, Occupational Health Unit, University of Cagliari, Cagliari, Italy
| | | | - Marina Padoan
- Department of Medical Sciences, Unit of Medical Statistics and Cancer Epidemiology, University of Eastern Piedmont, Novara, Italy
| | - Corrado Magnani
- Department of Medical Sciences, Unit of Medical Statistics and Cancer Epidemiology, University of Eastern Piedmont, Novara, Italy
| | - Lucia Miligi
- Institute of Oncology Studies and Prevention, Florence, Italy
| | - Sara Piro
- Institute of Oncology Studies and Prevention, Florence, Italy
| | - Davide Gentilini
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.,Bioinformatics and Statistical Genomics Unit, Istituto Auxologico Italiano IRCCS, Cusano Milanino, Milan, Italy
| | - Maria Grazia Ennas
- Department of Biomedical Sciences, Cytomorphology Unit, University of Cagliari, Cagliari, Italy
| | - Melissa C Southey
- Precision Medicine, Monash University, Melbourne, Melbourne, Australia.,Department of Clinical Pathology, The University of Melbourne, Melbourne, Australia
| | - Graham G Giles
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Australia.,Centre for Epidemiology & Biostatistics, The University of Melbourne, Melbourne, Australia
| | - Nicole Wong Doo
- Cancer Epidemiology and Intelligence Division, Cancer Council Victoria, Melbourne, Australia.,Concord Hospital Clinical School, The University of Sydney, Sydney, Australia
| | - Pierluigi Cocco
- Department of Medical Sciences and Public Health, Occupational Health Unit, University of Cagliari, Cagliari, Italy
| | - Patrizia Zavattari
- Department of Biomedical Sciences, Unit of Biology and Genetics, University of Cagliari, Cagliari, Italy
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10
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Georgiadis P, Gavriil M, Rantakokko P, Ladoukakis E, Botsivali M, Kelly RS, Bergdahl IA, Kiviranta H, Vermeulen RCH, Spaeth F, Hebbels DGAJ, Kleinjans JCS, de Kok TMCM, Palli D, Vineis P, Kyrtopoulos SA. DNA methylation profiling implicates exposure to PCBs in the pathogenesis of B-cell chronic lymphocytic leukemia. ENVIRONMENT INTERNATIONAL 2019; 126:24-36. [PMID: 30776747 PMCID: PMC7063446 DOI: 10.1016/j.envint.2019.01.068] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 01/17/2019] [Accepted: 01/28/2019] [Indexed: 05/03/2023]
Abstract
OBJECTIVES To characterize the impact of PCB exposure on DNA methylation in peripheral blood leucocytes and to evaluate the corresponding changes in relation to possible health effects, with a focus on B-cell lymphoma. METHODS We conducted an epigenome-wide association study on 611 adults free of diagnosed disease, living in Italy and Sweden, in whom we also measured plasma concentrations of 6 PCB congeners, DDE and hexachlorobenzene. RESULTS We identified 650 CpG sites whose methylation correlates strongly (FDR < 0.01) with plasma concentrations of at least one PCB congener. Stronger effects were observed in males and in Sweden. This epigenetic exposure profile shows extensive and highly statistically significant overlaps with published profiles associated with the risk of future B-cell chronic lymphocytic leukemia (CLL) as well as with clinical CLL (38 and 28 CpG sites, respectively). For all these sites, the methylation changes were in the same direction for increasing exposure and for higher disease risk or clinical disease status, suggesting an etiological link between exposure and CLL. Mediation analysis reinforced the suggestion of a causal link between exposure, changes in DNA methylation and disease. Disease connectivity analysis identified multiple additional diseases associated with differentially methylated genes, including melanoma for which an etiological link with PCB exposure is established, as well as developmental and neurological diseases for which there is corresponding epidemiological evidence. Differentially methylated genes include many homeobox genes, suggesting that PCBs target stem cells. Furthermore, numerous polycomb protein target genes were hypermethylated with increasing exposure, an effect known to constitute an early marker of carcinogenesis. CONCLUSIONS This study provides mechanistic evidence in support of a link between exposure to PCBs and the etiology of CLL and underlines the utility of omic profiling in the evaluation of the potential toxicity of environmental chemicals.
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Affiliation(s)
- Panagiotis Georgiadis
- National Hellenic Research Foundation, Institute of Biology, Medicinal Chemistry and Biotechnology, 48 Vas. Constantinou Ave., Athens 11635, Greece
| | - Marios Gavriil
- National Hellenic Research Foundation, Institute of Biology, Medicinal Chemistry and Biotechnology, 48 Vas. Constantinou Ave., Athens 11635, Greece
| | - Panu Rantakokko
- National Institute for Health and Welfare, Department of Health Security, Environmental Health unit, P.O. Box 95, Kuopio, Finland
| | - Efthymios Ladoukakis
- National Hellenic Research Foundation, Institute of Biology, Medicinal Chemistry and Biotechnology, 48 Vas. Constantinou Ave., Athens 11635, Greece
| | - Maria Botsivali
- National Hellenic Research Foundation, Institute of Biology, Medicinal Chemistry and Biotechnology, 48 Vas. Constantinou Ave., Athens 11635, Greece
| | - Rachel S Kelly
- MRC-HPA Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, UK
| | - Ingvar A Bergdahl
- Department of Biobank Research, and Occupational and Environmental Medicine, Department of Public Health and Clinical Medicine, Umeå University, Sweden
| | - Hannu Kiviranta
- MRC-HPA Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, UK
| | - Roel C H Vermeulen
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, Netherlands
| | - Florentin Spaeth
- Department of Radiation Sciences, Oncology, Umeå University, Sweden
| | | | | | | | - Domenico Palli
- The Institute for Cancer Research and Prevention, Florence, Italy
| | - Paolo Vineis
- MRC-HPA Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, UK
| | - Soterios A Kyrtopoulos
- National Hellenic Research Foundation, Institute of Biology, Medicinal Chemistry and Biotechnology, 48 Vas. Constantinou Ave., Athens 11635, Greece.
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Solé C, Arnaiz E, Lawrie CH. MicroRNAs as Biomarkers of B-cell Lymphoma. Biomark Insights 2018; 13:1177271918806840. [PMID: 30349178 PMCID: PMC6195009 DOI: 10.1177/1177271918806840] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 09/20/2018] [Indexed: 12/13/2022] Open
Abstract
B-cell lymphomas represent a diverse group of neoplasms classified primarily by histopatholgy and are often challenging to accurately diagnose. Despite having been recognized less than 20 years ago, microRNAs (miRNAs) have emerged as one of the most promising class of cancer molecular biomarkers and are particularly attractive as they can be readily detected in formalin-fixed paraffin-embedded biopsy material and biological fluids such as blood. Many of the identified B-cell lymphoma miRNA biomarkers also play crucial regulatory roles in normal B-cell development. Below we consider the identity, function, and biomarker potential of miRNAs in B-cell lymphoma and most importantly the barriers that remain to be overcome if they are really to become part of routine clinical practice.
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Affiliation(s)
- Carla Solé
- Molecular Oncology Group, Biodonostia Research Institute, San Sebastián, Spain
| | - Esther Arnaiz
- Molecular Oncology Group, Biodonostia Research Institute, San Sebastián, Spain
| | - Charles H Lawrie
- Molecular Oncology Group, Biodonostia Research Institute, San Sebastián, Spain.,Nuffield Division of Clinical Laboratory Sciences, University of Oxford, Oxford, UK.,Ikerbasque, Basque Foundation for Science, Bilbao, Spain
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