1
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Santisteban-Espejo A, Bernal-Florindo I, Montero-Pavon P, Perez-Requena J, Atienza-Cuevas L, Fernandez-Valle MDC, Villalba-Fernandez A, Garcia-Rojo M. Pathogenic Variants Associated with Epigenetic Control and the NOTCH Pathway Are Frequent in Classic Hodgkin Lymphoma. Int J Mol Sci 2024; 25:2457. [PMID: 38473705 DOI: 10.3390/ijms25052457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 02/11/2024] [Accepted: 02/15/2024] [Indexed: 03/14/2024] Open
Abstract
Classic Hodgkin lymphoma (cHL) constitutes a B-cell neoplasm derived from germinal center lymphocytes. Despite high cure rates (80-90%) obtained with the current multiagent protocols, a significant proportion of cHL patients experience recurrences, characterized by a lower sensitivity to second-line treatments. The genomic background of chemorefractory cHL is still poorly understood, limiting personalized treatment strategies based on molecular features. In this study, using a targeted next-generation sequencing (NGS) panel specifically designed for cHL research, we compared chemosensitive and chemorefractory diagnostic tissue samples of cHL patients. Furthermore, we longitudinally examined paired diagnosis-relapsesamples of chemorefractory cHL in order to define patterns of dynamic evolution and clonal selection. Pathogenic variants in NOTCH1 and NOTCH2 genes frequently arise in cHL. Mutations in genes associated with epigenetic regulation (CREBBP and EP300) are particularly frequent in relapsed/refractory cHL. The appearance of novel clones characterized by mutations previously not identified at diagnosis is a common feature in cHL cases showing chemoresistance to frontline treatments. Our results expand current molecular and pathogenic knowledge of cHL and support the performance of molecular studies in cHL prior to the initiation of first-line therapies.
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Affiliation(s)
- Antonio Santisteban-Espejo
- Department of Pathology, Puerta del Mar University Hospital, 11009 Cadiz, Spain
- Department of Medicine and Surgery, Faculty of Medicine, University of Cadiz, 11003 Cadiz, Spain
- Institute of Research and Innovation in Biomedical Sciences of the Province of Cadiz (INiBICA), 11009 Cadiz, Spain
| | - Irene Bernal-Florindo
- Institute of Research and Innovation in Biomedical Sciences of the Province of Cadiz (INiBICA), 11009 Cadiz, Spain
- Department of Pathology, Jerez de la Frontera University Hospital, 11407 Cadiz, Spain
| | - Pedro Montero-Pavon
- Department of Pathology, Jerez de la Frontera University Hospital, 11407 Cadiz, Spain
| | - Jose Perez-Requena
- Department of Pathology, Puerta del Mar University Hospital, 11009 Cadiz, Spain
| | | | | | | | - Marcial Garcia-Rojo
- Institute of Research and Innovation in Biomedical Sciences of the Province of Cadiz (INiBICA), 11009 Cadiz, Spain
- Department of Pathology, Jerez de la Frontera University Hospital, 11407 Cadiz, Spain
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2
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Alig SK, Shahrokh Esfahani M, Garofalo A, Li MY, Rossi C, Flerlage T, Flerlage JE, Adams R, Binkley MS, Shukla N, Jin MC, Olsen M, Telenius A, Mutter JA, Schroers-Martin JG, Sworder BJ, Rai S, King DA, Schultz A, Bögeholz J, Su S, Kathuria KR, Liu CL, Kang X, Strohband MJ, Langfitt D, Pobre-Piza KF, Surman S, Tian F, Spina V, Tousseyn T, Buedts L, Hoppe R, Natkunam Y, Fornecker LM, Castellino SM, Advani R, Rossi D, Lynch R, Ghesquières H, Casasnovas O, Kurtz DM, Marks LJ, Link MP, André M, Vandenberghe P, Steidl C, Diehn M, Alizadeh AA. Distinct Hodgkin lymphoma subtypes defined by noninvasive genomic profiling. Nature 2024; 625:778-787. [PMID: 38081297 DOI: 10.1038/s41586-023-06903-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 11/28/2023] [Indexed: 01/06/2024]
Abstract
The scarcity of malignant Hodgkin and Reed-Sternberg cells hampers tissue-based comprehensive genomic profiling of classic Hodgkin lymphoma (cHL). By contrast, liquid biopsies show promise for molecular profiling of cHL due to relatively high circulating tumour DNA (ctDNA) levels1-4. Here we show that the plasma representation of mutations exceeds the bulk tumour representation in most cases, making cHL particularly amenable to noninvasive profiling. Leveraging single-cell transcriptional profiles of cHL tumours, we demonstrate Hodgkin and Reed-Sternberg ctDNA shedding to be shaped by DNASE1L3, whose increased tumour microenvironment-derived expression drives high ctDNA concentrations. Using this insight, we comprehensively profile 366 patients, revealing two distinct cHL genomic subtypes with characteristic clinical and prognostic correlates, as well as distinct transcriptional and immunological profiles. Furthermore, we identify a novel class of truncating IL4R mutations that are dependent on IL-13 signalling and therapeutically targetable with IL-4Rα-blocking antibodies. Finally, using PhasED-seq5, we demonstrate the clinical value of pretreatment and on-treatment ctDNA levels for longitudinally refining cHL risk prediction and for detection of radiographically occult minimal residual disease. Collectively, these results support the utility of noninvasive strategies for genotyping and dynamic monitoring of cHL, as well as capturing molecularly distinct subtypes with diagnostic, prognostic and therapeutic potential.
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Affiliation(s)
- Stefan K Alig
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | | | - Andrea Garofalo
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Michael Yu Li
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, British Columbia, Canada
| | - Cédric Rossi
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
- Hematology Department, University Hospital F. Mitterrand and Inserm UMR 1231, Dijon, France
| | - Tim Flerlage
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Jamie E Flerlage
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Ragini Adams
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, Stanford University, Stanford, CA, USA
| | - Michael S Binkley
- Department of Radiation Oncology, Stanford University Medical Center, Stanford, CA, USA
| | - Navika Shukla
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Michael C Jin
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Mari Olsen
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Adèle Telenius
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, British Columbia, Canada
| | - Jurik A Mutter
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Joseph G Schroers-Martin
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Brian J Sworder
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Shinya Rai
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, British Columbia, Canada
| | - Daniel A King
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Andre Schultz
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Jan Bögeholz
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Shengqin Su
- Department of Radiation Oncology, Stanford University Medical Center, Stanford, CA, USA
| | - Karan R Kathuria
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Chih Long Liu
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Xiaoman Kang
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Maya J Strohband
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Deanna Langfitt
- Department of Bone Marrow Transplant and Cellular Therapy, St Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Sherri Surman
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Feng Tian
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Valeria Spina
- Laboratory of Molecular Diagnostics, Department of Medical Genetics EOLAB, Bellinzona, Switzerland
| | - Thomas Tousseyn
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | | | - Richard Hoppe
- Department of Radiation Oncology, Stanford University Medical Center, Stanford, CA, USA
| | | | - Luc-Matthieu Fornecker
- Institut de Cancérologie Strasbourg Europe (ICANS) and University of Strasbourg, Strasbourg, France
| | - Sharon M Castellino
- Department of Pediatrics, Emory University, Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Ranjana Advani
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Davide Rossi
- Clinic of Hematology, Oncology Institute of Southern Switzerland, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
- Laboratory of Experimental Hematology, Institute of Oncology Research, Bellinzona, Switzerland
- Faculty of Biomedical Sciences, Università della Svizzera Italiana, Lugano, Switzerland
| | - Ryan Lynch
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Hervé Ghesquières
- Department of Hematology, Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, Pierre Benite, France
| | - Olivier Casasnovas
- Hematology Department, University Hospital F. Mitterrand and Inserm UMR 1231, Dijon, France
| | - David M Kurtz
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA
| | - Lianna J Marks
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, Stanford University, Stanford, CA, USA
| | - Michael P Link
- Department of Pediatrics, Division of Pediatric Hematology and Oncology, Stanford University, Stanford, CA, USA
| | - Marc André
- Department of Haematology, Université Catholique de Louvain, CHU UCL Namur, Yvoir, Belgium
| | - Peter Vandenberghe
- Department of Human Genetics, KU Leuven, Leuven, Belgium
- Department of Hematology, University Hospitals Leuven, Leuven, Belgium
| | - Christian Steidl
- Centre for Lymphoid Cancer, British Columbia Cancer, Vancouver, British Columbia, Canada
| | - Maximilian Diehn
- Department of Radiation Oncology, Stanford University Medical Center, Stanford, CA, USA.
| | - Ash A Alizadeh
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA, USA.
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3
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Heger JM, Ferdinandus J, Mattlener J, Borchmann S. Clinical applications of circulating tumor DNA in Hodgkin lymphoma. Semin Hematol 2023; 60:157-163. [PMID: 37422345 DOI: 10.1053/j.seminhematol.2023.06.005] [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: 04/12/2023] [Revised: 05/15/2023] [Accepted: 06/24/2023] [Indexed: 07/10/2023]
Abstract
Hodgkin lymphoma is a B-cell lymphoma often affecting young adults. Outcomes following intensive chemo- and radiotherapy are generally favourable but leave patients at high risk for early and late toxicities frequently reducing quality of life. Relapsed/refractory disease is regularly difficult to treat and ultimately results in death in a relevant subset of patients. Current strategies for risk stratification and response evaluation rely on clinical features and imaging only, and lack discriminatory power to detect patients at risk for disease progression. Here, we explore how circulating tumor DNA sequencing might help to overcome these shortcomings. We provide an overview over recent technical and methodological developments and suggest potential use cases for different clinical situations. Circulating tumor DNA sequencing offers the potential to significantly augment current risk stratification strategies with the ultimate goal of further individualizing treatment strategies for patients with HL.
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Affiliation(s)
- Jan-Michel Heger
- Department I of Internal Medicine, Center for Integrated Oncology (CIO) Aachen Bonn Cologne Duesseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany; Cancer Center Cologne Essen - Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany; Cologne Lymphoma Working Group (CLWG), Cologne, Germany.
| | - Justin Ferdinandus
- Department I of Internal Medicine, Center for Integrated Oncology (CIO) Aachen Bonn Cologne Duesseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany; Cancer Center Cologne Essen - Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany; German Hodgkin Study Group (GHSG), Cologne, Germany
| | - Julia Mattlener
- Department I of Internal Medicine, Center for Integrated Oncology (CIO) Aachen Bonn Cologne Duesseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany; Cancer Center Cologne Essen - Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany; German Hodgkin Study Group (GHSG), Cologne, Germany
| | - Sven Borchmann
- Department I of Internal Medicine, Center for Integrated Oncology (CIO) Aachen Bonn Cologne Duesseldorf, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany; Cancer Center Cologne Essen - Partner Site Cologne, CIO Cologne, University of Cologne, Cologne, Germany; Cologne Lymphoma Working Group (CLWG), Cologne, Germany; German Hodgkin Study Group (GHSG), Cologne, Germany.
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4
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Schroers-Martin JG, Alig S, Garofalo A, Tessoulin B, Sugio T, Alizadeh AA. Molecular Monitoring of Lymphomas. ANNUAL REVIEW OF PATHOLOGY 2023; 18:149-180. [PMID: 36130071 DOI: 10.1146/annurev-pathol-050520-044652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Molecular monitoring of tumor-derived alterations has an established role in the surveillance of leukemias, and emerging nucleic acid sequencing technologies are likely to similarly transform the clinical management of lymphomas. Lymphomas are well suited for molecular surveillance due to relatively high cell-free DNA and circulating tumor DNA concentrations, high somatic mutational burden, and the existence of stereotyped variants enabling focused interrogation of recurrently altered regions. Here, we review the clinical scenarios and key technologies applicable for the molecular monitoring of lymphomas, summarizing current evidence in the literature regarding molecular subtyping and classification, evaluation of treatment response, the surveillance of active cellular therapies, and emerging clinical trial strategies.
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Affiliation(s)
- Joseph G Schroers-Martin
- Department of Medicine, Divisions of Hematology and Oncology, Stanford University Medical Center, Stanford, California, USA;
| | - Stefan Alig
- Department of Medicine, Divisions of Hematology and Oncology, Stanford University Medical Center, Stanford, California, USA;
| | - Andrea Garofalo
- Department of Medicine, Divisions of Hematology and Oncology, Stanford University Medical Center, Stanford, California, USA;
| | - Benoit Tessoulin
- Department of Medicine, Divisions of Hematology and Oncology, Stanford University Medical Center, Stanford, California, USA; .,Current affiliation: Clinical Hematology Department, Nantes University Hospital, Nantes, France
| | - Takeshi Sugio
- Department of Medicine, Divisions of Hematology and Oncology, Stanford University Medical Center, Stanford, California, USA;
| | - Ash A Alizadeh
- Department of Medicine, Divisions of Hematology and Oncology, Stanford University Medical Center, Stanford, California, USA; .,Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, California, USA.,Stanford Cancer Institute, Stanford University, Stanford, California, USA
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5
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Ma J, Teng Y, Youming H, Tao X, Fan Y. The Value of Cell-Free Circulating DNA Profiling in Patients with Skin Diseases. Methods Mol Biol 2023; 2695:247-262. [PMID: 37450124 DOI: 10.1007/978-1-0716-3346-5_17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/18/2023]
Abstract
Liquid biopsy, also known as fluid biopsy or fluid-phase biopsy, is the sampling and analysis of the blood, cerebrospinal fluid, saliva, pleural fluid, ascites, and urine. Compared with tissue biopsy, liquid biopsy technology has the advantages of being noninvasive, having strong repeatability, enabling early diagnosis, dynamic monitoring, and overcoming tumor heterogeneity. However, interest in cfDNA and skin diseases has not expanded until recently. In this review, we present an overview of the literature related to the basic biology of cfDNA in the field of dermatology as a biomarker for early diagnosis, monitoring disease activity, predicting progression, and treatment response.
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Affiliation(s)
- Jingwen Ma
- Medical Cosmetic Center, Shanghai Skin Disease Hospital, Tongji University, Shanghai, People's Republic of China
| | - Yan Teng
- Health Management Center, Department of Dermatology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, People's Republic of China
| | - Huang Youming
- Health Management Center, Department of Dermatology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, People's Republic of China
| | - Xiaohua Tao
- Health Management Center, Department of Dermatology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, People's Republic of China
| | - Yibin Fan
- Health Management Center, Department of Dermatology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, People's Republic of China.
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6
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Tousseyn TA, King RL, Fend F, Feldman AL, Brousset P, Jaffe ES. Evolution in the definition and diagnosis of the Hodgkin lymphomas and related entities. Virchows Arch 2023; 482:207-226. [PMID: 36274093 DOI: 10.1007/s00428-022-03427-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 09/30/2022] [Accepted: 10/04/2022] [Indexed: 01/24/2023]
Abstract
Hodgkin lymphoma was the first of the lymphomas to be recognized as a specific disease entity. However, recent studies have highlighted the heterogeneity of the diseases associated with this eponym warranting clarification and refinement of diagnostic terminology. While classic Hodgkin lymphoma (CHL) remains an essentially unchanged diagnostic entity in the 2022 International Consensus Classification of Mature Lymphoid Neoplasms (2022 ICC), nodular lymphocyte predominant Hodgkin lymphoma (NLPHL) is now renamed nodular lymphocyte predominant B cell lymphoma (NLPBL) in recognition of the distinct pathologic, biologic, and clinical differences. Fan patterns A, B, and C (sharing the presence of evident follicular structures, and retention of a B cell rich background) will be combined in "typical" or grade 1, while the other "variant" patterns, D, E, and F, are considered grade 2. T-cell/histiocyte-rich large B cell lymphoma (THRBCL) is considered part of the "variant" NLPHL continuum.The entity previously known as "B cell lymphoma, unclassifiable (BCLU), with features intermediate between diffuse large B cell lymphoma (DLBCL) and CHL" has been renamed "mediastinal gray zone lymphoma" (MGZL) in recognition of the importance of the thymic niche in the biology of this tumor. The diagnostic criteria for MGZL have been refined and require both a high tumor cell density and a strongly preserved B cell program.This article will describe updates on CHL, NLPBL, and MGZL in the recently published 2022 ICC and provide some useful differential diagnostic clues in cases with atypical morphology or immunophenotype.
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Affiliation(s)
- Thomas A Tousseyn
- Department of Pathology, UZ Leuven, University Hospitals, Herestraat 49, B-3000, Leuven, Belgium. .,Translational Cell and Tissue Research Laboratory, KU Leuven, Leuven, Belgium.
| | - Rebecca L King
- Division of Hematopathology, Mayo Clinic, Rochester, MN, USA
| | - Falko Fend
- Institute of Pathology and Neuropathology and Comprehensive Cancer Center, Tübingen University Hospital, Tübingen, Germany
| | | | - Pierre Brousset
- Department of Pathology, IUCT-Oncopole, Labex TOUCAN, Toulouse, France
| | - Elaine S Jaffe
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
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7
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De Re V, Repetto O, Mussolin L, Brisotto G, Elia C, Lopci E, d’Amore ESG, Burnelli R, Mascarin M. Promising drugs and treatment options for pediatric and adolescent patients with Hodgkin lymphoma. Front Cell Dev Biol 2022; 10:965803. [PMID: 36506094 PMCID: PMC9729954 DOI: 10.3389/fcell.2022.965803] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 11/07/2022] [Indexed: 11/25/2022] Open
Abstract
Currently-available therapies for newly-diagnosed pediatric and adolescent patients with Hodgkin lymphoma result in >95% survival at 5 years. Long-term survivors may suffer from long-term treatment-related side effects, however, so the past 20 years have seen clinical trials for children and adolescents with HL gradually abandon the regimens used in adults in an effort to improve this situation. Narrower-field radiotherapy can reduce long-term toxicity while maintaining good tumor control. Various risk-adapted chemo-radiotherapy strategies have been used. Early assessment of tumor response with interim positron emission tomography and/or measuring metabolic tumor volume has been used both to limit RT in patients with favorable characteristics and to adopt more aggressive therapies in patients with a poor response. Most classical Hodgkin's lymphoma relapses occur within 3 years of initial treatment, while relapses occurring 5 years or more after diagnosis are rare. As the outcome for patients with relapsed/refractory classical Hodgkin lymphoma remains unsatisfactory, new drugs have been proposed for its prevention or treatment. This review summarizes the important advances made in recent years in the management of pediatric and adolescent with classical Hodgkin lymphoma, and the novel targeted treatments for relapsed and refractory classical Hodgkin lymphoma.
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Affiliation(s)
- Valli De Re
- Immunopatologia e Biomarcatori Oncologici, Dipartimento di Ricerca e Diagnostica Avanzata dei Tumori, CRO Aviano, National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS, Aviano, Italy,*Correspondence: Valli De Re, ; Maurizio Mascarin,
| | - Ombretta Repetto
- Immunopatologia e Biomarcatori Oncologici, Dipartimento di Ricerca e Diagnostica Avanzata dei Tumori, CRO Aviano, National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS, Aviano, Italy
| | - Lara Mussolin
- Pediatric Hemato-Oncology Unit, Department of Women’s and Children’s Health, University of Padua, Padua, Italy
| | - Giulia Brisotto
- Immunopatologia e Biomarcatori Oncologici, Dipartimento di Ricerca e Diagnostica Avanzata dei Tumori, CRO Aviano, National Cancer Institute, Istituto di Ricovero e Cura a Carattere Scientifico, IRCCS, Aviano, Italy
| | - Caterina Elia
- AYA Oncology and Pediatric Radiotherapy Unit, Centro di Riferimento Oncologico IRCCS, Aviano, Italy
| | - Egesta Lopci
- Nuclear Medicine, IRCCS—Humanitas Research Hospital, Rozzano, MI, Italy
| | | | - Roberta Burnelli
- Pediatric Hematology-Oncology Unit, Azienda Ospedaliera Universitaria, Ospedale Sant’Anna, Ferrara, Italy
| | - Maurizio Mascarin
- AYA Oncology and Pediatric Radiotherapy Unit, Centro di Riferimento Oncologico IRCCS, Aviano, Italy,*Correspondence: Valli De Re, ; Maurizio Mascarin,
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8
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Wästerlid T, Cavelier L, Haferlach C, Konopleva M, Fröhling S, Östling P, Bullinger L, Fioretos T, Smedby KE. Application of precision medicine in clinical routine in haematology-Challenges and opportunities. J Intern Med 2022; 292:243-261. [PMID: 35599019 PMCID: PMC9546002 DOI: 10.1111/joim.13508] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Precision medicine is revolutionising patient care in cancer. As more knowledge is gained about the impact of specific genetic lesions on diagnosis, prognosis and treatment response, diagnostic precision and the possibility for optimal individual treatment choice have improved. Identification of hallmark genetic aberrations such as the BCR::ABL1 gene fusion in chronic myeloid leukaemia (CML) led to the rapid development of efficient targeted therapy and molecular follow-up, vastly improving survival for patients with CML during recent decades. The assessment of translocations, copy number changes and point mutations are crucial for the diagnosis and risk stratification of acute myeloid leukaemia and myelodysplastic syndromes. Still, the often heterogeneous and complex genetic landscape of haematological malignancies presents several challenges for the implementation of precision medicine to guide diagnosis, prognosis and treatment choice. This review provides an introduction and overview of the important molecular characteristics and methods currently applied in clinical practice to guide clinical decision making in haematological malignancies of myeloid and lymphoid origin. Further, experimental ways to guide the choice of targeted therapy for refractory patients are reviewed, such as functional precision medicine using drug profiling. An example of the use of pipeline studies where the treatment is chosen according to the molecular characteristics in rare solid malignancies is also provided. Finally, the future opportunities and remaining challenges of precision medicine in the real world are discussed.
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Affiliation(s)
- Tove Wästerlid
- Department of Medicine Solna, Division of Clinical Epidemiology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.,Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
| | - Lucia Cavelier
- Department of Immunology, Genetics and Pathology, Clinical Genomics Uppsala, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | | | - Marina Konopleva
- Department of Leukemia, M.D. Anderson Cancer Center, Houston, Texas, USA
| | - Stefan Fröhling
- Department of Translational Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Päivi Östling
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Lars Bullinger
- Department of Hematology, Oncology and Tumor Immunology, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany.,German Cancer Consortium (DKTK) Berlin Site, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Thoas Fioretos
- Division of Clinical Genetics, Department of Laboratory Medicine, Science for Life Laboratory, Lund University and Clinical Genomics Lund, Lund, Sweden
| | - Karin E Smedby
- Department of Medicine Solna, Division of Clinical Epidemiology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.,Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
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9
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Blood-based Monitoring of Relapsed/Refractory Hodgkin Lymphoma Patients Predict Responses to Anti-PD-1 Treatment. Hemasphere 2022; 6:e749. [PMID: 35813096 PMCID: PMC9257296 DOI: 10.1097/hs9.0000000000000749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 06/01/2022] [Indexed: 11/25/2022] Open
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10
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van Bladel DAG, Stevens WBC, van den Brand M, Kroeze LI, Groenen PJTA, van Krieken JHJM, Hebeda KM, Scheijen B. Novel Approaches in Molecular Characterization of Classical Hodgkin Lymphoma. Cancers (Basel) 2022; 14:cancers14133222. [PMID: 35805000 PMCID: PMC9264882 DOI: 10.3390/cancers14133222] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Revised: 06/24/2022] [Accepted: 06/27/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary The unique tumor composition of classical Hodgkin lymphoma (cHL), with only a small fraction of malignant Hodgkin and Reed–Sternberg cells within the tumor tissue, has created many challenges to characterize the genetic alterations that drive this lymphoid malignancy. Major advances in sequencing technologies and detailed analysis of circulating tumor DNA in blood samples of patients have provided important contributions to enhance our understanding of the pathogenesis of cHL. In this review, we provide an overview of the recent advances in genotyping the clonal and mutational landscape of cHL. In addition, we discuss different next-generation sequencing applications to characterize tumor tissue and cell-free DNA, which are now available to improve the diagnosis of cHL, and to monitor therapeutic response or disease progression during treatment and follow up of cHL patients. Abstract Classical Hodgkin lymphoma (cHL) represents a B-cell lymphoproliferative disease characterized by clonal immunoglobulin gene rearrangements and recurrent genomic aberrations in the Hodgkin Reed–Sternberg cells in a reactive inflammatory background. Several methods are available for the molecular analysis of cHL on both tissue and cell-free DNA isolated from blood, which can provide detailed information regarding the clonal composition and genetic alterations that drive lymphoma pathogenesis. Clonality testing involving the detection of immunoglobulin and T cell receptor gene rearrangements, together with mutation analysis, represent valuable tools for cHL diagnostics, especially for patients with an atypical histological or clinical presentation reminiscent of a reactive lesion or another lymphoma subtype. In addition, clonality assessment may establish the clonal relationship of composite or subsequent lymphoma presentations within one patient. During the last few decades, more insight has been obtained on the molecular mechanisms that drive cHL development, including recurrently affected signaling pathways (e.g., NF-κB and JAK/STAT) and immune evasion. We provide an overview of the different approaches to characterize the molecular composition of cHL, and the implementation of these next-generation sequencing-based techniques in research and diagnostic settings.
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Affiliation(s)
- Diede A. G. van Bladel
- Radboud University Medical Center, Department of Pathology, 6525 GA Nijmegen, The Netherlands; (D.A.G.v.B.); (M.v.d.B.); (L.I.K.); (P.J.T.A.G.); (J.H.J.M.v.K.); (K.M.H.)
- Radboud Institute for Molecular Life Sciences, 6525 GA Nijmegen, The Netherlands
| | - Wendy B. C. Stevens
- Radboud University Medical Center, Department of Hematology, 6525 GA Nijmegen, The Netherlands;
| | - Michiel van den Brand
- Radboud University Medical Center, Department of Pathology, 6525 GA Nijmegen, The Netherlands; (D.A.G.v.B.); (M.v.d.B.); (L.I.K.); (P.J.T.A.G.); (J.H.J.M.v.K.); (K.M.H.)
- Pathology-DNA, Rijnstate Hospital, 6815 AD Arnhem, The Netherlands
| | - Leonie I. Kroeze
- Radboud University Medical Center, Department of Pathology, 6525 GA Nijmegen, The Netherlands; (D.A.G.v.B.); (M.v.d.B.); (L.I.K.); (P.J.T.A.G.); (J.H.J.M.v.K.); (K.M.H.)
| | - Patricia J. T. A. Groenen
- Radboud University Medical Center, Department of Pathology, 6525 GA Nijmegen, The Netherlands; (D.A.G.v.B.); (M.v.d.B.); (L.I.K.); (P.J.T.A.G.); (J.H.J.M.v.K.); (K.M.H.)
| | - J. Han J. M. van Krieken
- Radboud University Medical Center, Department of Pathology, 6525 GA Nijmegen, The Netherlands; (D.A.G.v.B.); (M.v.d.B.); (L.I.K.); (P.J.T.A.G.); (J.H.J.M.v.K.); (K.M.H.)
| | - Konnie M. Hebeda
- Radboud University Medical Center, Department of Pathology, 6525 GA Nijmegen, The Netherlands; (D.A.G.v.B.); (M.v.d.B.); (L.I.K.); (P.J.T.A.G.); (J.H.J.M.v.K.); (K.M.H.)
| | - Blanca Scheijen
- Radboud University Medical Center, Department of Pathology, 6525 GA Nijmegen, The Netherlands; (D.A.G.v.B.); (M.v.d.B.); (L.I.K.); (P.J.T.A.G.); (J.H.J.M.v.K.); (K.M.H.)
- Radboud Institute for Molecular Life Sciences, 6525 GA Nijmegen, The Netherlands
- Correspondence:
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11
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Che H, Jatsenko T, Lenaerts L, Dehaspe L, Vancoillie L, Brison N, Parijs I, Van Den Bogaert K, Fischerova D, Heremans R, Landolfo C, Testa AC, Vanderstichele A, Liekens L, Pomella V, Wozniak A, Dooms C, Wauters E, Hatse S, Punie K, Neven P, Wildiers H, Tejpar S, Lambrechts D, Coosemans A, Timmerman D, Vandenberghe P, Amant F, Vermeesch JR. Pan-Cancer Detection and Typing by Mining Patterns in Large Genome-Wide Cell-Free DNA Sequencing Datasets. Clin Chem 2022; 68:1164-1176. [PMID: 35769009 DOI: 10.1093/clinchem/hvac095] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Accepted: 04/25/2022] [Indexed: 11/13/2022]
Abstract
BACKGROUND Cell-free DNA (cfDNA) analysis holds great promise for non-invasive cancer screening, diagnosis, and monitoring. We hypothesized that mining the patterns of cfDNA shallow whole-genome sequencing datasets from patients with cancer could improve cancer detection. METHODS By applying unsupervised clustering and supervised machine learning on large cfDNA shallow whole-genome sequencing datasets from healthy individuals (n = 367) and patients with different hematological (n = 238) and solid malignancies (n = 320), we identified cfDNA signatures that enabled cancer detection and typing. RESULTS Unsupervised clustering revealed cancer type-specific sub-grouping. Classification using a supervised machine learning model yielded accuracies of 96% and 65% in discriminating hematological and solid malignancies from healthy controls, respectively. The accuracy of disease type prediction was 85% and 70% for the hematological and solid cancers, respectively. The potential utility of managing a specific cancer was demonstrated by classifying benign from invasive and borderline adnexal masses with an area under the curve of 0.87 and 0.74, respectively. CONCLUSIONS This approach provides a generic analytical strategy for non-invasive pan-cancer detection and cancer type prediction.
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Affiliation(s)
- Huiwen Che
- Department of Human Genetics, Laboratory for Cytogenetics and Genome Research, KU Leuven, Leuven, Belgium
| | - Tatjana Jatsenko
- Department of Human Genetics, Laboratory for Cytogenetics and Genome Research, KU Leuven, Leuven, Belgium
| | - Liesbeth Lenaerts
- Department of Oncology, Laboratory of Gynecological Oncology, KU Leuven, Leuven, Belgium
| | - Luc Dehaspe
- Centre for Human Genetics, University Hospitals Leuven, Leuven, Belgium
| | - Leen Vancoillie
- Centre for Human Genetics, University Hospitals Leuven, Leuven, Belgium
| | - Nathalie Brison
- Centre for Human Genetics, University Hospitals Leuven, Leuven, Belgium
| | - Ilse Parijs
- Centre for Human Genetics, University Hospitals Leuven, Leuven, Belgium
| | | | - Daniela Fischerova
- Department of Obstetrics and Gynaecology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Ruben Heremans
- Department of Development and Regeneration, Woman and Child, KU Leuven, Leuven, Belgium
| | - Chiara Landolfo
- Department of Gynecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | - Antonia Carla Testa
- Department of Woman and Child Health, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Università Cattolica del Sacro Cuore Roma, Rome, Italy
| | | | - Lore Liekens
- Department of Oncology, Molecular Digestive Oncology, KU Leuven, Leuven, Belgium
| | - Valentina Pomella
- Department of Oncology, Molecular Digestive Oncology, KU Leuven, Leuven, Belgium
| | - Agnieszka Wozniak
- Department of Oncology, Laboratory of Experimental Oncology, KU Leuven, Leuven, Belgium
| | - Christophe Dooms
- Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium.,Department of Pneumology, University Hospitals Leuven, Leuven, Belgium
| | - Els Wauters
- Department of Chronic Diseases and Metabolism, Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), KU Leuven, Leuven, Belgium.,Department of Pneumology, University Hospitals Leuven, Leuven, Belgium
| | - Sigrid Hatse
- Department of Oncology, Laboratory of Experimental Oncology, KU Leuven, Leuven, Belgium.,Multidisciplinary Breast Centre, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium
| | - Kevin Punie
- Multidisciplinary Breast Centre, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium.,Department of General Medical Oncology, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium
| | - Patrick Neven
- Department of Gynecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium.,Multidisciplinary Breast Centre, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium
| | - Hans Wildiers
- Multidisciplinary Breast Centre, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium.,Department of General Medical Oncology, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium
| | - Sabine Tejpar
- Department of Oncology, Molecular Digestive Oncology, KU Leuven, Leuven, Belgium
| | - Diether Lambrechts
- Department of Human Genetics, Laboratory of Translational Genetics, VIB-KU Leuven, Leuven, Belgium
| | - An Coosemans
- Department of Oncology, Laboratory of Tumor Immunology and Immunotherapy, Leuven Cancer Institute, KU Leuven, Leuven, Belgium
| | - Dirk Timmerman
- Department of Development and Regeneration, Woman and Child, KU Leuven, Leuven, Belgium.,Department of Gynecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | - Peter Vandenberghe
- Department of Human Genetics, Laboratory of Genetics of Malignant Diseases, KU Leuven, Leuven, Belgium.,Department of Hematology, University Hospitals Leuven, Leuven, Belgium
| | - Frédéric Amant
- Department of Oncology, Laboratory of Gynecological Oncology, KU Leuven, Leuven, Belgium.,Department of Gynecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium.,Department of Surgery, Center for Gynecological Oncology Amsterdam, Academic Medical Centre Amsterdam-University of Amsterdam and the Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Joris Robert Vermeesch
- Department of Human Genetics, Laboratory for Cytogenetics and Genome Research, KU Leuven, Leuven, Belgium.,Centre for Human Genetics, University Hospitals Leuven, Leuven, Belgium
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12
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Heesterbeek CJ, Aukema SM, Galjaard RJH, Boon EMJ, Srebniak MI, Bouman K, Faas BHW, Govaerts LCP, Hoffer MJV, den Hollander NS, Lichtenbelt KD, van Maarle MC, van Prooyen Schuurman L, van Rij MC, Schuring-Blom GH, Stevens SJC, Tan-Sindhunata G, Zamani Esteki M, de Die-Smulders CEM, Tjan-Heijnen VCG, Henneman L, Sistermans EA, Macville MVE. Noninvasive Prenatal Test Results Indicative of Maternal Malignancies: A Nationwide Genetic and Clinical Follow-Up Study. J Clin Oncol 2022; 40:2426-2435. [PMID: 35394817 DOI: 10.1200/jco.21.02260] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
PURPOSE Noninvasive prenatal testing (NIPT) for fetal aneuploidy screening using cell-free DNA derived from maternal plasma can incidentally raise suspicion for cancer. Diagnostic routing after malignancy suspicious-NIPT faces many challenges. Here, we detail malignancy suspicious-NIPT cases, and describe the clinical characteristics, chromosomal aberrations, and diagnostic routing of the patients with a confirmed malignancy. Clinical lessons can be learned from our experience. METHODS Patients with NIPT results indicative of a malignancy referred for tumor screening between April 2017 and April 2020 were retrospectively included from a Dutch nationwide NIPT implementation study, TRIDENT-2. NIPT profiles from patients with confirmed malignancies were reviewed, and the pattern of chromosomal aberrations related to tumor type was analyzed. We evaluated the diagnostic contribution of clinical and genetic examinations. RESULTS Malignancy suspicious-NIPT results were reported in 0.03% after genome-wide NIPT, and malignancies confirmed in 16 patients (16/48, 33.3%). Multiple chromosomal aberrations were seen in 23 of 48 patients with genome-wide NIPT, and a malignancy was confirmed in 16 patients (16/23, 69.6%). After targeted NIPT, 0.005% malignancy suspicious-NIPT results were reported, in 2/3 patients a malignancy was confirmed. Different tumor types and stages were diagnosed, predominantly hematologic malignancies (12/18). NIPT data showed recurrent gains and losses in primary mediastinal B-cell lymphomas and classic Hodgkin lymphomas. Magnetic resonance imaging and computed tomography were most informative in diagnosing the malignancy. CONCLUSION In 231,896 pregnant women, a low percentage (0.02%) of NIPT results were assessed as indicative of a maternal malignancy. However, when multiple chromosomal aberrations were found, the risk of a confirmed malignancy was considerably high. Referral for extensive oncologic examination is recommended, and may be guided by tumor-specific hallmarks in the NIPT profile.
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Affiliation(s)
- Catharina J Heesterbeek
- Department of Medical Oncology, GROW School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Sietse M Aukema
- Department of Clinical Genetics, GROW School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands
| | | | - Elles M J Boon
- Department of Human Genetics, and Amsterdam Reproduction & Development Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | | | - Katelijne Bouman
- Department of Human Genetics, and Amsterdam Reproduction & Development Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Brigitte H W Faas
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | | | - Mariëtte J V Hoffer
- Department of Clinical Genetics, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Klaske D Lichtenbelt
- Department of Genetics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Merel C van Maarle
- Department of Genetics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Lisanne van Prooyen Schuurman
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, the Netherlands.,Department of Human Genetics, and Amsterdam Reproduction & Development Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Maartje C van Rij
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | | | - Servi J C Stevens
- Department of Clinical Genetics, GROW School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Gita Tan-Sindhunata
- Department of Human Genetics, and Amsterdam Reproduction & Development Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Masoud Zamani Esteki
- Department of Clinical Genetics, GROW School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands.,Department of Public Health, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Christine E M de Die-Smulders
- Department of Clinical Genetics, GROW School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Vivianne C G Tjan-Heijnen
- Department of Medical Oncology, GROW School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Lidewij Henneman
- Department of Human Genetics, and Amsterdam Reproduction & Development Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Erik A Sistermans
- Department of Human Genetics, and Amsterdam Reproduction & Development Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Merryn V E Macville
- Department of Clinical Genetics, GROW School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, the Netherlands
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13
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Garaventa A, Parodi S, Guerrini G, Farruggia P, Sala A, Pillon M, Buffardi S, Rossi F, Bianchi M, Zecca M, Vinti L, Facchini E, Casini T, Bernasconi S, Amoroso L, D’Amico S, Provenzi M, De Santis R, Sau A, Muggeo P, Mura RM, Haupt R, Mascarin M, Burnelli R. Outcome of Children and Adolescents with Recurrent Classical Hodgkin Lymphoma: The Italian Experience. Cancers (Basel) 2022; 14:cancers14061471. [PMID: 35326622 PMCID: PMC8946075 DOI: 10.3390/cancers14061471] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 03/04/2022] [Accepted: 03/11/2022] [Indexed: 02/01/2023] Open
Abstract
The objective of this study was to identify prognostic factors for children and adolescents with relapsed or progressive classical Hodgkin’s lymphoma (cHL) to design salvage therapy tailored to them. We analyzed a homogeneous pediatric population, diagnosed with progressive/relapsed cHL previously enrolled in two subsequent protocols of the Italian Association of Pediatric Hematology and Oncology in the period 1996−2016. There were 272 eligible patients, 17.5% of treated patients with cHL. Overall survival (OS) and event-free survival (EFS) after a 10-year follow-up were 65.3% and 53.3%, respectively. Patients with progressive disease (PD), advanced stage at recurrence, and ≥5 involved sites showed a significantly worse OS. PD, advanced stage, and extra-nodal involvement at recurrence were significantly associated with a poorer EFS. Multivariable analysis identified three categories for OS based on the type of recurrence and number of localizations: PD and ≥5 sites: OS 34%; PD and <5 sites: OS 56.5%; relapses: OS 73.6%. Four categories were obtained for EFS based on the type of recurrence and stage: PD and stage 3−4: EFS 25.5%; PD and stage 1−2: EFS 43%; relapse and stage 3−4: EFS 55.4%; relapse and stage 1−2: EFS 72.1%. Patients with PD, in advanced stage, or with ≥5 involved sites had a very poor survival and they should be considered refractory to first- and second-line standard chemotherapy. Probably, they should be considered for more innovative approaches since the first progression. Conversely, patients who relapsed later with localized disease had a better prognosis, and they could be considered for a conservative approach.
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Affiliation(s)
- Alberto Garaventa
- Paediatric Oncology Unit, IRCCS Istituto Giannina Gaslini, L.go G. Gaslini 5, 16147 Genova, Italy; (A.G.); (L.A.)
| | - Stefano Parodi
- Epidemiology and Biostatistics Unit, IRCCS Istituto Giannina Gaslini, L.go G. Gaslini 5, 16147 Genova, Italy; (S.P.); (R.H.)
| | - Giulia Guerrini
- UOC Pediatria e Neonatologia, Grosseto USL-Toscana Sud-Est, Via Senese, 58100 Grosseto, Italy;
| | - Piero Farruggia
- Paediatric Haematology and Oncology Unit, A.R.N.A.S. Civic Hospital, Piazza Leotta Nicola 4, 90127 Palermo, Italy;
| | - Alessandra Sala
- Department of Paediatrics, Ospedale San Gerardo, University of Milano-Bicocca, Fondazione MBBM, Via Cadore, 20900 Monza, Italy;
| | - Marta Pillon
- Dipartimento di Oncoematologia Pediatrica, Università di Padova, Via Gattamelata 5687, 35128 Padova, Italy;
| | - Salvatore Buffardi
- Paediatric Haemato-Oncology Department, Santobono-Pausilipon Children’s Hospital, Via Mario Fiore 6, 80129 Naples, Italy;
| | - Francesca Rossi
- Dipartimento di Pediatria II Ateneo di Napoli, Servizio di Oncologia Pediatrica, Via Luigi De Crecchio 2, 80138 Naples, Italy;
| | - Maurizio Bianchi
- Pediatric Onco-Hematology and Stem Cell Transplant Division, City of Health and Science, Regina Margherita Children’s Hospital, Piazza Polonia 94, 10126 Turin, Italy;
| | - Marco Zecca
- Oncoematologia Pediatrica, Fondazione IRCCS Policlinico San Matteo, Viale Camillo Golgi 19, 27100 Pavia, Italy;
| | - Luciana Vinti
- Department of Hematology/Oncology and Stem Cell Transplantation, Bambino Gesù Children’s Hospital, Piazza di Sant’Onofrio 4, 00165 Rome, Italy;
| | - Elena Facchini
- Pediatric Oncology and Hematology Unit “LallaSeràgnoli”, Department of Pediatrics, University of Bologna, Sant’Orsola Malpighi Hospital, Via Giuseppe Massarenti 9, 40138 Bologna, Italy;
| | - Tommaso Casini
- Division of Pediatric Oncology/Hematology, Meyer University Children’s Hospital, Via Gaetano Pieraccini 24, 50139 Florence, Italy;
| | - Sayla Bernasconi
- Pediatric Hematology Oncology, Bone Marrow Transplant, S. Chiara University Hospital of Pisa, Via Bonanno Pisano 93, 56126 Pisa, Italy;
| | - Loredana Amoroso
- Paediatric Oncology Unit, IRCCS Istituto Giannina Gaslini, L.go G. Gaslini 5, 16147 Genova, Italy; (A.G.); (L.A.)
| | - Salvatore D’Amico
- Paediatric Haemato-Oncology Unit, Department of Clinical and Experimental Medicine, University of Catania, Piazza Università 2, 95124 Catania, Italy;
| | - Massimo Provenzi
- Department of Pediatrics, Civic Hospital, Piazza OMS 1, 24127 Bergamo, Italy;
| | - Raffaela De Santis
- IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Viale Cappuccini, 47156 Foggia, Italy;
| | - Antonella Sau
- Pediatric Hematology-Oncology Unit, Ospedale Civico, Via Fonte Romana 8, 65124 Pescara, Italy;
| | - Paola Muggeo
- Department of Biomedicine of Developmental Age, University of Bari, Piazza Umberto I 1, 70121 Bari, Italy;
| | - Rosa Maria Mura
- Department of Paediatric Oncohaematology, Microcitemico Hospital, Via Edward Jenner 18, 09121 Cagliari, Italy;
| | - Riccardo Haupt
- Epidemiology and Biostatistics Unit, IRCCS Istituto Giannina Gaslini, L.go G. Gaslini 5, 16147 Genova, Italy; (S.P.); (R.H.)
| | - Maurizio Mascarin
- AYA Oncology and Pediatric Radiotherapy Unit, CRO-Centro di Riferimento Oncologico di Aviano, IRCCS Aviano, Via Franco Gallini 2, 33081 Aviano, Italy;
| | - Roberta Burnelli
- Pediatric Hemato-Oncology Unit, Azienda Ospedaliero Universitaria Sant’Anna di Ferrara, Cona, Via Aldo Moro, 44124 Ferrara, Italy
- Correspondence: ; Tel.: +39-0532-236601; Fax: +39-0532-239328
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