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Precision Medicine and Imaging

Mutational Landscape and Tumor Burden Assessed by Cell-free DNA in Diffuse Large B-Cell Lymphoma in a Population-Based Study

Alfredo Rivas-Delgado, Ferran Nadeu, Anna Enjuanes, Sebastián Casanueva-Eliceiry, Pablo Mozas, Laura Magnano, Natalia Castrejón de Anta, Jordina Rovira, Ivan Dlouhy, Silvia Martín, Miguel Osuna, Sonia Rodríguez, Marc Simó, Magda Pinyol, Tycho Baumann, Silvia Beà, Olga Balagué, Julio Delgado, Neus Villamor, Xavier Setoain, Elías Campo, Eva Giné and Armando López-Guillermo
Alfredo Rivas-Delgado
1Department of Hematology, Hospital Clínic de Barcelona, Barcelona, Spain.
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
3Universitat de Barcelona, Barcelona, Spain.
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  • ORCID record for Alfredo Rivas-Delgado
  • For correspondence: arivas@clinic.cat
Ferran Nadeu
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
4Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
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Anna Enjuanes
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
4Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
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Sebastián Casanueva-Eliceiry
5Department of Nuclear Medicine, Hospital Clínic de Barcelona, Barcelona, Spain.
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  • ORCID record for Sebastián Casanueva-Eliceiry
Pablo Mozas
1Department of Hematology, Hospital Clínic de Barcelona, Barcelona, Spain.
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
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Laura Magnano
1Department of Hematology, Hospital Clínic de Barcelona, Barcelona, Spain.
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
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Natalia Castrejón de Anta
6Hematopathology Unit, Department of Pathology, Hospital Clínic de Barcelona, Barcelona, Spain.
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  • ORCID record for Natalia Castrejón de Anta
Jordina Rovira
1Department of Hematology, Hospital Clínic de Barcelona, Barcelona, Spain.
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Ivan Dlouhy
1Department of Hematology, Hospital Clínic de Barcelona, Barcelona, Spain.
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Silvia Martín
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
3Universitat de Barcelona, Barcelona, Spain.
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Miguel Osuna
6Hematopathology Unit, Department of Pathology, Hospital Clínic de Barcelona, Barcelona, Spain.
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Sonia Rodríguez
7Department of Radiology, Hospital Clínic de Barcelona, Barcelona, Spain.
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Marc Simó
8Department of Nuclear Medicine, Instituto Universitario Dexeus, Grupo Quiron Salud, Barcelona, Spain.
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Magda Pinyol
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
4Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
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Tycho Baumann
1Department of Hematology, Hospital Clínic de Barcelona, Barcelona, Spain.
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
4Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
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Silvia Beà
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
3Universitat de Barcelona, Barcelona, Spain.
4Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
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Olga Balagué
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
3Universitat de Barcelona, Barcelona, Spain.
4Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
6Hematopathology Unit, Department of Pathology, Hospital Clínic de Barcelona, Barcelona, Spain.
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Julio Delgado
1Department of Hematology, Hospital Clínic de Barcelona, Barcelona, Spain.
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
3Universitat de Barcelona, Barcelona, Spain.
4Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
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Neus Villamor
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
4Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
6Hematopathology Unit, Department of Pathology, Hospital Clínic de Barcelona, Barcelona, Spain.
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Xavier Setoain
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
5Department of Nuclear Medicine, Hospital Clínic de Barcelona, Barcelona, Spain.
9Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBERBBN), Madrid, Spain.
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Elías Campo
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
3Universitat de Barcelona, Barcelona, Spain.
4Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
6Hematopathology Unit, Department of Pathology, Hospital Clínic de Barcelona, Barcelona, Spain.
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Eva Giné
1Department of Hematology, Hospital Clínic de Barcelona, Barcelona, Spain.
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
4Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
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Armando López-Guillermo
1Department of Hematology, Hospital Clínic de Barcelona, Barcelona, Spain.
2Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
3Universitat de Barcelona, Barcelona, Spain.
4Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Barcelona, Spain.
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  • ORCID record for Armando López-Guillermo
DOI: 10.1158/1078-0432.CCR-20-2558 Published January 2021
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Abstract

Purpose: We analyzed the utility of cell-free DNA (cfDNA) in a prospective population-based cohort to determine the mutational profile, assess tumor burden, and estimate its impact in response rate and outcome in patients with diffuse large B-cell lymphoma (DLBCL).

Experimental Design: A total of 100 patients were diagnosed with DLBCL during the study period. Mutational status of 112 genes was studied in cfDNA by targeted next-generation sequencing. Paired formalin-fixed, paraffin-embedded samples and volumetric PET/CT were assessed when available.

Results: Appropriate cfDNA to perform the analyses was obtained in 79 of 100 cases. At least one mutation could be detected in 69 of 79 cases (87%). The sensitivity of cfDNA to detect the mutations was 68% (95% confidence interval, 56.2–78.7). The mutational landscape found in cfDNA samples was highly consistent with that shown in the tissue and allowed genetic classification in 43% of the cases. A higher amount of circulating tumor DNA (ctDNA) significantly correlated with clinical parameters related to tumor burden (elevated lactate dehydrogenase and β2-microglobulin serum levels, advanced stage, and high-risk International Prognostic Index) and total metabolic tumor volume assessed by PET/CT. In patients treated with curative intent, high ctDNA levels (>2.5 log hGE/mL) were associated with lower complete response (65% vs. 96%; P < 0.004), shorter progression-free survival (65% vs. 85%; P = 0.038), and overall survival (73% vs. 100%; P = 0.007) at 2 years, although it did not maintain prognostic value in multivariate analyses.

Conclusions: In a population-based prospective DLBCL series, cfDNA resulted as an alternative source to estimate tumor burden and to determine the tumor mutational profile and genetic classification, which have prognostic implications and may contribute to a future tailored treatment.

Footnotes

  • Note: Supplementary data for this article are available at Clinical Cancer Research Online (http://clincancerres.aacrjournals.org/).

  • Clin Cancer Res 2021;27:513–21

  • Received July 2, 2020.
  • Revision received August 29, 2020.
  • Accepted October 26, 2020.
  • Published first October 29, 2020.
  • ©2020 American Association for Cancer Research.
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Clinical Cancer Research: 27 (2)
January 2021
Volume 27, Issue 2
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Mutational Landscape and Tumor Burden Assessed by Cell-free DNA in Diffuse Large B-Cell Lymphoma in a Population-Based Study
Alfredo Rivas-Delgado, Ferran Nadeu, Anna Enjuanes, Sebastián Casanueva-Eliceiry, Pablo Mozas, Laura Magnano, Natalia Castrejón de Anta, Jordina Rovira, Ivan Dlouhy, Silvia Martín, Miguel Osuna, Sonia Rodríguez, Marc Simó, Magda Pinyol, Tycho Baumann, Silvia Beà, Olga Balagué, Julio Delgado, Neus Villamor, Xavier Setoain, Elías Campo, Eva Giné and Armando López-Guillermo
Clin Cancer Res January 15 2021 (27) (2) 513-521; DOI: 10.1158/1078-0432.CCR-20-2558

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Mutational Landscape and Tumor Burden Assessed by Cell-free DNA in Diffuse Large B-Cell Lymphoma in a Population-Based Study
Alfredo Rivas-Delgado, Ferran Nadeu, Anna Enjuanes, Sebastián Casanueva-Eliceiry, Pablo Mozas, Laura Magnano, Natalia Castrejón de Anta, Jordina Rovira, Ivan Dlouhy, Silvia Martín, Miguel Osuna, Sonia Rodríguez, Marc Simó, Magda Pinyol, Tycho Baumann, Silvia Beà, Olga Balagué, Julio Delgado, Neus Villamor, Xavier Setoain, Elías Campo, Eva Giné and Armando López-Guillermo
Clin Cancer Res January 15 2021 (27) (2) 513-521; DOI: 10.1158/1078-0432.CCR-20-2558
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