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Li JY, Zuo LP, Xu J, Sun CY. Clinical applications of circulating tumor DNA in hematological malignancies: From past to the future. Blood Rev 2024:101237. [PMID: 39261219 DOI: 10.1016/j.blre.2024.101237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 08/26/2024] [Accepted: 08/27/2024] [Indexed: 09/13/2024]
Abstract
Liquid biopsy, particularly circulating tumor DNA (ctDNA), has drawn a lot of attention as a non- or minimal-invasive detection approach for clinical applications in patients with cancer. Many hematological malignancies are well suited for serial and repeated ctDNA surveillance due to relatively high ctDNA concentrations and high loads of tumor-specific genetic and epigenetic abnormalities. Progress of detecting technology in recent years has improved sensitivity and specificity significantly, thus broadening and strengthening the potential utilities of ctDNA including early diagnosis, prognosis estimation, treatment response evaluation, minimal residual disease monitoring, targeted therapy selection, and immunotherapy surveillance. This manuscript reviews the detection methodologies, clinical application and future challenges of ctDNA in hematological malignancies, especially for lymphomas, myeloma and leukemias.
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Affiliation(s)
- Jun-Ying Li
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of science and Technology, Wuhan, Hubei, China.
| | - Li-Ping Zuo
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of science and Technology, Wuhan, Hubei, China
| | - Jian Xu
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of science and Technology, Wuhan, Hubei, China
| | - Chun-Yan Sun
- Institute of Hematology, Union Hospital, Tongji Medical College, Huazhong University of science and Technology, Wuhan, Hubei, China.
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Chauhan A, Lai C, Kuhr F, Simmons H, Cheson BD. Long-Term Follow-Up of Patients With Follicular Lymphoma Using Next Generation Sequencing to Detect Minimal Residual Disease. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2024; 24:634-641. [PMID: 38789312 DOI: 10.1016/j.clml.2024.04.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 04/15/2024] [Accepted: 04/21/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND Follicular lymphoma (FL) is a highly treatable, indolent non-Hodgkin lymphoma. Although FL is considered incurable, a patient without progression of disease by 24 months after treatment is predicted to have a survival consistent with persons without lymphoma. Using a sensitive assessment of minimal residual disease (MRD), we tested the hypothesis that MRD monitoring can predict long term remissions. METHODS Unselected patients who were in a clinical remission for at least 24 months after their last treatment were enrolled and monitored prospectively for MRD detectability using a sensitive next-generation sequencing assay (clonoSEQ, Adaptive Biotechnologies, Seattle, WA). RESULTS Forty-seven consecutive patients were monitored. We evaluated the MRD thresholds 10-4, 10-5, and 10-6 for the ability to predict long-term remissions in this cohort and determined that undetectable disease at 10-6 was the best predictor with a specificity and negative predictive value (NPV) of 70% and 100%, respectively. While 3 patients exhibited clinical disease progression during the course of the study, none of the 31 patients with persistent MRD undetectability at 10-6 experienced relapse. CONCLUSIONS A significant proportion (31/47; 66.0%) of FL patients in clinical remission after ≥24 months following last therapy were undetectable at 10-6 by a sensitive assay of MRD. The threshold of sensitivity was 100%, specificity 70%, with a PPV of 19%, but a NPV of 100%. Although longer follow-up is needed for confirmation, many of these patients may continue to have durable complete remissions.
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Affiliation(s)
| | - Catherine Lai
- Perelman Center for Advanced Medicine, University of Pennsylvania, Philadelphia, PA
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Bardwell B, Bay J, Colburn Z. The clinical applications of immunosequencing. Curr Res Transl Med 2024; 72:103439. [PMID: 38447267 DOI: 10.1016/j.retram.2024.103439] [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: 11/23/2022] [Revised: 03/20/2023] [Accepted: 01/11/2024] [Indexed: 03/08/2024]
Abstract
Technological advances in high-throughput sequencing have opened the door for the interrogation of adaptive immune responses at unprecedented scale. It is now possible to determine the sequences of antibodies or T-cell receptors produced by individual B and T cells in a sample. This capability, termed immunosequencing, has transformed the study of both infectious and non-infectious diseases by allowing the tracking of dynamic changes in B and T cell clonal populations over time. This has improved our understanding of the pathology of cancers, autoimmune diseases, and infectious diseases. However, to date there has been only limited clinical adoption of the technology. Advances over the last decade and on the horizon that reduce costs and improve interpretability could enable widespread clinical use. Many clinical applications have been proposed and, while most are still undergoing research and development, some methods relying on immunosequencing data have been implemented, the most widespread of which is the detection of measurable residual disease. Here, we review the diagnostic, prognostic, and therapeutic applications of immunosequencing for both infectious and non-infectious diseases.
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Affiliation(s)
- B Bardwell
- Department of Clinical Investigation, Madigan Army Medical Center, 9040 Jackson Ave, Tacoma, WA 98431, USA
| | - J Bay
- Department of Medicine, Madigan Army Medical Center, 9040 Jackson Ave, Tacoma, WA 98431, USA
| | - Z Colburn
- Department of Clinical Investigation, Madigan Army Medical Center, 9040 Jackson Ave, Tacoma, WA 98431, USA.
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Jamal E, Poynton E, Elbogdady M, Shamaa S, Okosun J. Prospects for liquid biopsy approaches in lymphomas. Leuk Lymphoma 2024:1-11. [PMID: 39126310 DOI: 10.1080/10428194.2024.2389210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 07/24/2024] [Accepted: 07/31/2024] [Indexed: 08/12/2024]
Abstract
Analytes within liquid biopsies have emerged as promising alternatives to traditional tissue biopsies for various malignancies, including lymphomas. This review explores the clinical applications of one such liquid biopsy analyte, circulating tumor DNA (ctDNA) in different types of lymphoma, focusing on its role in diagnosis, disease monitoring, and relapse detection. Advancements in next-generation sequencing (NGS) and machine learning have enhanced ctDNA analysis, offering a multi-omic approach to understanding tumor genetics. In lymphoma, ctDNA provides insights into tumor heterogeneity, aids in genetic profiling, and predicts treatment response. Recent studies demonstrate the prognostic value of ctDNA and its potential to improve patient outcomes by facilitating early disease detection and personalized treatment strategies Despite these advancements, challenges remain in optimizing sample collection, processing, assay sensitivity, and overall consensus workflows in order to facilitate integration into routine clinical practice.
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Affiliation(s)
- Esraa Jamal
- Centre of Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
- Clinical Haematology Unit, Oncology Center, Mansoura University, Mansoura, Egypt
| | - Edward Poynton
- Centre of Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Mohamed Elbogdady
- Clinical Haematology Unit, Oncology Center, Mansoura University, Mansoura, Egypt
| | - Sameh Shamaa
- Clinical Haematology Unit, Oncology Center, Mansoura University, Mansoura, Egypt
| | - Jessica Okosun
- Centre of Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
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Monick S, Rosenthal A. Circulating Tumor DNA as a Complementary Prognostic Biomarker during CAR-T Therapy in B-Cell Non-Hodgkin Lymphomas. Cancers (Basel) 2024; 16:1881. [PMID: 38791959 PMCID: PMC11120115 DOI: 10.3390/cancers16101881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 05/09/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
The emergence of CD19-directed chimeric antigen receptor T-cell (CAR-T) therapy has revolutionized the treatment paradigm for R/R B-cell NHLs. However, challenges persist in accurately evaluating treatment response and detecting early relapse, necessitating the exploration of novel biomarkers. Circulating tumor DNA (ctDNA) via liquid biopsy is a non-invasive tool for monitoring therapy efficacy and predicting treatment outcomes in B-NHL following CAR-T therapy. By overcoming the limitations of conventional imaging modalities, ctDNA assessments offer valuable insights into response dynamics, molecular mechanisms of resistance, and early detection of molecular relapse. Integration of ctDNA monitoring into clinical practice holds promise for personalized therapeutic strategies, guiding the development of novel targeted therapies, and enhancing patient outcomes. However, standardization of assay methodologies and consensus on clinical response metrics are imperative to unlock the full potential of ctDNA in the management of B-NHL. Prospective validation of ctDNA in clinical trials is necessary to establish its role as a complementary decision aid.
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Affiliation(s)
- Sarah Monick
- Department of Medicine, Mayo Clinic Arizona, Phoenix, AZ 85054, USA;
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Zhao K, Zheng X, Liu X, Liu T, Ke Z, Zhu F, Wen Q, Xin B, Li Q, Zhang L. Tissue-Matched IgH Gene Rearrangement of Circulating Tumor DNA Shows Significant Value in Predicting the Progression of Diffuse Large B Cell Lymphoma. Oncologist 2024; 29:e672-e680. [PMID: 38297976 PMCID: PMC11067791 DOI: 10.1093/oncolo/oyae008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 01/04/2024] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND Evidence has demonstrated that monitoring of the variable, diversity, and joining gene segments (VDJ) rearrangement of the immunoglobulin (Ig) genes in the circulating tumor DNA (ctDNA) is of value in predicting the outcomes of diffuse large B cell lymphoma (DLBCL). In this study, we investigated the role of VDJ rearrangement proportion in ctDNA for predicting DLBCL progression. METHODS Patients diagnosed with newly diagnosed DLBCL were included in this study. The VDJ sequences of IgH were detected using next-generation sequencing (NGS) in formalin-fixed paraffin-embedded tissue and/or peripheral blood. The clonotype of the highest proportion in the peripheral blood was defined as the "dominant circulating clonotype," whilst the clonotype of the highest proportion in matched tissue that is detected in peripheral blood was defined as the "dominant tissue-matched clonotype." The decision tree, a machine learning-based methodology, was used to establish a progression-predicting model through a combination of "dominant tissue-matched clonotype" proportion or "dominant circulating clonotype" proportion, and the clinicopathological information, including age, sex, cell of origin, stage, international prognostic index, lactate dehydrogenase, number of extranodal involvements and β2-microglobulin. RESULTS A total of 55 patients with eligible sequencing data were used for prognosis analysis, among which 36 patients had matched tissue samples. The concordance rate of "dominant circulating clonotype" and "dominant tissue-matched clonotype" was 19.44% (7/36). The decision tree model showed that the combination of extranodal involvement event and "dominant circulating clonotype" proportion (≥37%) had a clinical value in predicting the prognosis of DLBCL following combined chemotherapy (sensitivity, 0.63; specificity, 0.81; positive prediction value (PPV), 0.59; negative prediction value, 0.83; kappa value, 0.42). Noticeably, the combination of the "dominant tissue-matched clonotype" and extranodal involvement event showed a higher value in predicting the progression (sensitivity, 0.85; specificity, 0.78; PPV, 0.69; kappa value, 0.64). CONCLUSION IgH proportion detected in the ctDNA samples traced from tissue samples has a high clinical value in predicting the progression of DLBCL.
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Affiliation(s)
- Kewei Zhao
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Xin Zheng
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Xinxiu Liu
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Tao Liu
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Zhonghe Ke
- Department of Research and Development, Shanghai Rightongene Biotechnology, Shanghai, People’s Republic of China
| | - Fang Zhu
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Qiuyue Wen
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Beibei Xin
- Department of Medicine, Shanghai Rightongene Biotechnology, Shanghai, People’s Republic of China
| | - Qiuhui Li
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Liling Zhang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
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Diez-Feijóo R, Andrade-Campos M, Gibert J, Sánchez-González B, Fernández-Ibarrondo L, Fernández-Rodríguez C, Garcia-Gisbert N, Camacho L, Lafuente M, Vázquez I, Colomo L, Salar A, Bellosillo B. Cell-Free DNA as a Biomarker at Diagnosis and Follow-Up in 256 B and T-Cell Lymphomas. Cancers (Basel) 2024; 16:321. [PMID: 38254810 PMCID: PMC10813584 DOI: 10.3390/cancers16020321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Revised: 01/04/2024] [Accepted: 01/05/2024] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Cell-free DNA (cfDNA) analysis has become a promising tool for the diagnosis, prognosis, and monitoring of lymphoma cases. Until now, research in this area has mainly focused on aggressive lymphomas, with scanty information from other lymphoma subtypes. METHODS We selected 256 patients diagnosed with lymphomas, including a large variety of B-cell and T-cell non-Hodgkin and Hodgkin lymphomas, and quantified cfDNA from plasma at the time of diagnosis. We further selected 49 large B-cell lymphomas (LBCL) and analyzed cfDNA levels at diagnosis (pre-therapy) and after therapy. In addition, we performed NGS on cfDNA and tissue in this cohort of LBCL. RESULTS Lymphoma patients showed a statistically significant higher cfDNA concentration than healthy controls (mean 53.0 ng/mL vs. 5.6 ng/mL, p < 0.001). The cfDNA concentration was correlated with lymphoma subtype, lactate dehydrogenase, the International Prognostic Index (IPI) score, Ann Arbor (AA), and B-symptoms. In 49 LBCL cases, the cfDNA concentration decreased after therapy in cases who achieved complete response (CR) and increased in non-responders. The median cfDNA at diagnosis of patients who achieved CR and later relapsed was higher (81.5 ng/mL) compared with levels of those who did not (38.6 ng/mL). A concordance of 84% was observed between NGS results in tumor and cfDNA samples. Higher VAF in cfDNA is correlated with advanced stage and bulky disease. CONCLUSIONS cfDNA analysis can be easily performed in almost all lymphoma cases. The cfDNA concentration correlated with the characteristics of the aggressiveness of the lymphomas and, in LBCL, with the response achieved after therapy. These results support the utility of cfDNA analysis as a complementary tool in the management of lymphoma patients.
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Affiliation(s)
- Ramón Diez-Feijóo
- Department of Hematology, Hospital del Mar, 08003 Barcelona, Spain; (R.D.-F.); (M.A.-C.); (B.S.-G.)
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
| | - Marcio Andrade-Campos
- Department of Hematology, Hospital del Mar, 08003 Barcelona, Spain; (R.D.-F.); (M.A.-C.); (B.S.-G.)
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
| | - Joan Gibert
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
| | - Blanca Sánchez-González
- Department of Hematology, Hospital del Mar, 08003 Barcelona, Spain; (R.D.-F.); (M.A.-C.); (B.S.-G.)
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
| | - Lierni Fernández-Ibarrondo
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
| | - Concepción Fernández-Rodríguez
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
- Department of Pathology, Hospital del Mar, Hospital del Mar Research Institute, 08003 Barcelona, Spain;
| | - Nieves Garcia-Gisbert
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
- Department of Pathology, Hospital del Mar, Hospital del Mar Research Institute, 08003 Barcelona, Spain;
| | - Laura Camacho
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
- Department of Pathology, Hospital del Mar, Hospital del Mar Research Institute, 08003 Barcelona, Spain;
| | - Marta Lafuente
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
| | - Ivonne Vázquez
- Department of Pathology, Hospital del Mar, Hospital del Mar Research Institute, 08003 Barcelona, Spain;
| | - Luis Colomo
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
- Department of Pathology, Hospital del Mar, Hospital del Mar Research Institute, 08003 Barcelona, Spain;
| | - Antonio Salar
- Department of Hematology, Hospital del Mar, 08003 Barcelona, Spain; (R.D.-F.); (M.A.-C.); (B.S.-G.)
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
| | - Beatriz Bellosillo
- Cancer Research Program, Hospital del Mar Research Institute, 08003 Barcelona, Spain; (J.G.); (L.F.-I.); (C.F.-R.); (N.G.-G.); (L.C.); (M.L.); (L.C.); (B.B.)
- Department of Pathology, Hospital del Mar, Hospital del Mar Research Institute, 08003 Barcelona, Spain;
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Cuzzo B, Lipsky A, Cherng HJJ. Measurable Residual Disease Monitoring in Lymphoma. Curr Hematol Malig Rep 2023; 18:292-304. [PMID: 37930608 DOI: 10.1007/s11899-023-00715-6] [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] [Accepted: 10/11/2023] [Indexed: 11/07/2023]
Abstract
PURPOSE OF REVIEW The utility of analyzing circulating tumor DNA (ctDNA), circulating tumor cells (CTCs), and disease in the bone marrow as an adjunctive tool in caring for hematologic cancer patients is expanding. This holds true for lymphoma where these biomarkers are being explored as a means of genotyping and quantifying disease. Regarding the latter, they can be used to monitor measurable residual disease (MRD) during and after treatment. This holds potential for aiding clinical decisions amidst treatment, detecting earlier relapse, and improving prognostication. Here, we review the evidence to support these applications in a variety of lymphoma subtypes. RECENT FINDINGS Numerous clinical trials across a variety of lymphomas have demonstrated value in MRD monitoring. MRD monitoring is often prognostic for progression free survival (PFS) and even overall survival (OS) at several time points in a disease course, particularly when utilizing serial measurements. With regards to tailoring treatment, there are a growing number of trials examining MRD-adaptive treatment strategies to intensify or de-escalate treatment to individualize care. Lastly, MRD monitoring has been utilized successfully in detecting earlier relapse when compared to more standard methods of clinical surveillance such as radiographic assessment. Although not routinely implemented into clinical practice, MRD monitoring in lymphoma is helping shape the future landscape of this disease by aiding in prognostication, guiding therapy, and detecting earlier relapse. Steps to standardize and further examine this technology prospectively are being taken to bring MRD monitoring to the forefront of the field.
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Affiliation(s)
- Brian Cuzzo
- Columbia University Medical Center, 161 Fort Washington Ave, New York, NY, 10032, USA
| | - Andrew Lipsky
- Columbia University Medical Center, 161 Fort Washington Ave, New York, NY, 10032, USA
| | - Hua-Jay J Cherng
- Columbia University Medical Center, 161 Fort Washington Ave, New York, NY, 10032, USA.
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Burack WR, Li H, Adlowitz D, Spence JM, Rimsza LM, Shadman M, Spier CM, Kaminski MS, Leonard JP, Leblanc ML, Smith SM, Friedberg JW. Subclonal TP53 mutations are frequent and predict resistance to radioimmunotherapy in follicular lymphoma. Blood Adv 2023; 7:5082-5090. [PMID: 37379264 PMCID: PMC10471938 DOI: 10.1182/bloodadvances.2022009467] [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: 12/02/2022] [Revised: 05/12/2023] [Accepted: 06/05/2023] [Indexed: 06/30/2023] Open
Abstract
Although TP53 is commonly mutated in transformed follicular lymphoma, mutations are reported in <5% of pretreatment follicular lymphoma (FL) specimens. We assayed archival follicular B-cell non-Hodgkin lymphoma specimens from a completed clinical trial, Southwest Oncology Group S0016, a phase 3 randomized intergroup trial of CHOP (cyclophosphamide, hydroxydaunorubicin, oncovin, and prednisone) chemotherapy plus R-CHOP (rituximab-CHOP) compared with CHOP chemotherapy plus 131-iodine tositumomab (radioimmunotherapy [RIT]-CHOP). Subclonal TP53 mutations (median allele frequency 0.02) were found in 25% of diagnostic FL specimens and in 27% of a separate validation cohort. In the R-CHOP arm, pathogenic TP53 mutations were not associated with progression-free survival (PFS) (10-year PFS 43% vs 44%). In contrast, among patients with no detectable pathogenic TP53 mutation, RIT-CHOP was associated with a longer PFS than with R-CHOP (10-year PFS 67% vs 44%; hazard ratio = 0.49; P = .008). No relationship was detected between PFS and the extent of activation-induced cytidine deaminase (AICDA)-mediated heterogeneity. In summary, subclonal TP53 mutations are common in FL and are a distinct phenomenon from AICDA-mediated genetic heterogeneity. The absence of a detectable subclonal mutation in TP53 defined a population that particularly benefited from RIT.
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Affiliation(s)
- W. Richard Burack
- Department of Pathology, University of Rochester Medical Center, Rochester, NY
| | - Hongli Li
- Clinical Research Division, Fred Hutchison Cancer Research Center, Seattle, WA
| | - Diana Adlowitz
- Department of Pathology, University of Rochester Medical Center, Rochester, NY
| | - Janice M. Spence
- Department of Pathology, University of Rochester Medical Center, Rochester, NY
| | - Lisa M. Rimsza
- Department of Laboratory Medicine and Pathology, Mayo Clinic in Arizona, Phoenix, AZ
| | - Mazyar Shadman
- Clinical Research Division, Fred Hutchison Cancer Research Center, Seattle, WA
| | | | - Mark S. Kaminski
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - John P. Leonard
- Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Michael L. Leblanc
- Clinical Research Division, Fred Hutchison Cancer Research Center, Seattle, WA
| | - Sonali M. Smith
- Department of Medicine, University of Chicago School of Medicine, Chicago, IL
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10
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Nagy Á, Bátai B, Kiss L, Gróf S, Király PA, Jóna Á, Demeter J, Sánta H, Bátai Á, Pettendi P, Szendrei T, Plander M, Körösmezey G, Alizadeh H, Kajtár B, Méhes G, Krenács L, Timár B, Csomor J, Tóth E, Schneider T, Mikala G, Matolcsy A, Alpár D, Masszi A, Bödör C. Parallel testing of liquid biopsy (ctDNA) and tissue biopsy samples reveals a higher frequency of EZH2 mutations in follicular lymphoma. J Intern Med 2023; 294:295-313. [PMID: 37259686 DOI: 10.1111/joim.13674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
BACKGROUND Recent genomic studies revealed enhancer of zeste homolog 2 (EZH2) gain-of-function mutations, representing novel therapeutic targets in follicular lymphoma (FL) in around one quarter of patients. However, these analyses relied on single-site tissue biopsies and did not investigate the spatial heterogeneity and temporal dynamics of these alterations. OBJECTIVES We aimed to perform a systematic analysis of EZH2 mutations using paired tissue (tumor biopsies [TB]) and liquid biopsies (LB) collected prior to treatment within the framework of a nationwide multicentric study. METHODS Pretreatment LB and TB samples were collected from 123 patients. Among these, 114 had paired TB and LB, with 39 patients characterized with paired diagnostic and relapse samples available. The EZH2 mutation status and allele burden were assessed using an in-house-designed, highly sensitive multiplex droplet digital PCR assay. RESULTS EZH2 mutation frequency was found to be 41.5% in the entire cohort. In patients with paired TB and LB samples, EZH2 mutations were identified in 37.8% of the patients with mutations exclusively found in 5.3% and 7.9% of TB and LB samples, respectively. EZH2 mutation status switch was documented in 35.9% of the patients with paired diagnostic and relapse samples. We also found that EZH2 wild-type clones may infiltrate the bone marrow more frequently compared to the EZH2 mutant ones. CONCLUSION The in-depth spatio-temporal analysis identified EZH2 mutations in a considerably higher proportion of patients than previously reported. This expands the subset of FL patients who most likely would benefit from EZH2 inhibitor therapy.
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Affiliation(s)
- Ákos Nagy
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Bence Bátai
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Laura Kiss
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Stefánia Gróf
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Péter Attila Király
- Hematology and Lymphoma Unit, National Institute of Oncology, Budapest, Hungary
| | - Ádám Jóna
- Department of Hematology, Faculty of Medicine, Medical School of Clinical Medicine, University of Debrecen, Debrecen, Hungary
| | - Judit Demeter
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Hermina Sánta
- Szent György Hospital of County Fejér, Székesfehérvár, Hungary
| | - Árpád Bátai
- Szent György Hospital of County Fejér, Székesfehérvár, Hungary
| | - Piroska Pettendi
- Hetényi Géza Hospital, Clinic of County Jász-Nagykun-Szolnok, Szolnok, Hungary
| | - Tamás Szendrei
- Markusovszky University Teaching Hospital, Szombathely, Hungary
| | - Márk Plander
- Markusovszky University Teaching Hospital, Szombathely, Hungary
| | - Gábor Körösmezey
- Department of Medicine, Military Hospital - Medical Centre, Hungarian Defence Forces, Budapest, Hungary
| | - Hussain Alizadeh
- 1st Department of Internal Medicine, Medical School, University of Pécs, Pécs, Hungary
| | - Béla Kajtár
- Department of Pathology, Medical School, Clinical Centre, University of Pécs, Pécs, Hungary
| | - Gábor Méhes
- Department of Pathology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - László Krenács
- Laboratory of Tumor Pathology and Molecular Diagnostics, Szeged, Hungary
| | - Botond Timár
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Judit Csomor
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Erika Tóth
- Department of Surgical and Molecular Pathology, National Institute of Oncology, Budapest, Hungary
| | - Tamás Schneider
- Hematology and Lymphoma Unit, National Institute of Oncology, Budapest, Hungary
| | - Gábor Mikala
- Department of Hematology and Stem Cell Transplantation, National Institute for Hematology and Infectious Diseases, South Pest Central Hospital, Budapest, Hungary
| | - András Matolcsy
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
- Department of Laboratory Medicine, Karolinska Institutet, Solna, Sweden
| | - Donát Alpár
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - András Masszi
- Hematology and Lymphoma Unit, National Institute of Oncology, Budapest, Hungary
| | - Csaba Bödör
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
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11
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Ji J, Tang Y, Ke Z, Xin B, Wu Y. NGS-based IgH gene rearrangement monitoring predicts relapse and guides maintenance therapy in DLBCL: A case report from indolent lymphoma to aggressive lymphoma. Pathol Res Pract 2023; 248:154644. [PMID: 37441867 DOI: 10.1016/j.prp.2023.154644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 05/29/2023] [Accepted: 06/25/2023] [Indexed: 07/15/2023]
Abstract
This report describes a case of extranodal marginal zone B-cell lymphoma (ENMZL) of the mucosa-associated lymphoid tissue (MALT) lymphoma that transformed to diffuse large B cell lymphoma (DLBCL) in a 39-year-old female patient with Hashimoto's thyroiditis (HT). The patient presented with MALT lymphoma in the thyroid tissue and DLBCL in the multiple site invasions, including the ovary, breast, and lymph nodes. We assessed the Ig gene rearrangement and mutation profile in lymphoma involved tissues and the collected stem cells. V(D)J sequence of the tumor clonotype detected in thyroid, ovary, and breast was identical, revealing a shared origin of the malignant lymphoma. Noticeably, a small percentage of tumor clonotype (the highest-ranking clonotype in tumor tissues) was detected in the stem cell sample, suggesting the malignant cells was residual in the stem cells, likely conferred disease relapse following ASCT. This patient recieved BTK inhibitor combined with radiotherapy to eradicate the residual tumor cells based on the V(D)J sequence monitoring after ASCT. Now the patient remains in complete remission following 12 months of ASCT.
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MESH Headings
- Female
- Humans
- Adult
- Lymphoma, B-Cell, Marginal Zone/genetics
- Lymphoma, B-Cell, Marginal Zone/therapy
- Lymphoma, B-Cell, Marginal Zone/pathology
- Lymphoma, Large B-Cell, Diffuse/genetics
- Lymphoma, Large B-Cell, Diffuse/pathology
- Hashimoto Disease
- Gene Rearrangement
- Recurrence
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Affiliation(s)
- Jie Ji
- Department of Hematology and Hematology Research Institute, West China Hospital, Sichuan University, Chengdu 610044, China; Stem Cell Transplantation & Cellular Therapy division, Clinic Trial Center, West China Hospital, Sichuan University, Chengdu 610044, China
| | - Yuan Tang
- Department of Pathology, West China Hospital, Sichuan University, Chengdu 610044, China
| | - Zhonghe Ke
- Department of Research and Development, Shanghai Rightongene Biotechnology Co., Ltd., Shanghai 201403, China
| | - Beibei Xin
- Department of Medicine, Shanghai Rightongene Biotechnology Co., Ltd., Shanghai 201403, China
| | - Yu Wu
- Department of Hematology and Hematology Research Institute, West China Hospital, Sichuan University, Chengdu 610044, China.
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12
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Lakhotia R, Roschewski M. Clinical applications of circulating tumor DNA in indolent B-cell lymphomas. Semin Hematol 2023; 60:164-172. [PMID: 37419716 PMCID: PMC10527907 DOI: 10.1053/j.seminhematol.2023.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 05/15/2023] [Accepted: 06/24/2023] [Indexed: 07/09/2023]
Abstract
Indolent B-cell lymphomas are generally incurable with standard therapy and most patients have a prolonged disease course that includes multiple treatments and periods of time in which they do not require therapy. Currently available tools to monitor disease burden and define response to treatment rely heavily on imaging scans that lack tumor specificity are unable to detect disease at the molecular level. Circulating tumor DNA (ctDNA) is a versatile and promising biomarker being developed across multiple lymphoma subtypes. Advantages of ctDNA include high tumor specificity and limits of detection that are significantly lower than imaging scans. Potential clinical applications of ctDNA in indolent B-cell lymphomas include baseline prognostication, early signs of treatment resistance, measurements of minimal residual disease, and a noninvasive method to directly monitor disease burden and clonal evolution after therapy. Clinical applications of ctDNA have not yet proven clinical utility but are increasingly used as translational endpoints in clinical trials testing novel approaches and the analytic techniques used for ctDNA continue to evolve. Advances in therapy for indolent B-cell lymphomas include novel targeted agents and combinations that achieve very high rates complete response which amplifies the need to improve our current methods to monitor disease.
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Affiliation(s)
- Rahul Lakhotia
- Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Mark Roschewski
- Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD.
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13
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Condoluci A, Rossi D. Special issue on circulating tumor DNA: Introductory editorial. Semin Hematol 2023; 60:125-131. [PMID: 37620237 DOI: 10.1053/j.seminhematol.2023.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 08/13/2023] [Indexed: 08/26/2023]
Affiliation(s)
- Adalgisa Condoluci
- Clinic of Hematology, Oncology Institute of Southern Switzerland, Ente Ospedaliero Cantonale, Bellinzona, Switzerland; Laboratory of Experimental Hematology, Institute of Oncology Research, Bellinzona, Switzerland; Università della Svizzera Italiana, Lugano, Switzerland
| | - 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; Università della Svizzera Italiana, Lugano, Switzerland; Faculty of Biomedical Sciences, Università della Svizzera Italiana, Lugano, Switzerland.
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14
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Haider Z, Wästerlid T, Spångberg LD, Rabbani L, Jylhä C, Thorvaldsdottir B, Skaftason A, Awier HN, Krstic A, Gellerbring A, Lyander A, Hägglund M, Jeggari A, Rassidakis G, Sonnevi K, Sander B, Rosenquist R, Tham E, Smedby KE. Whole-genome informed circulating tumor DNA analysis by multiplex digital PCR for disease monitoring in B-cell lymphomas: a proof-of-concept study. Front Oncol 2023; 13:1176698. [PMID: 37333831 PMCID: PMC10272573 DOI: 10.3389/fonc.2023.1176698] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 05/02/2023] [Indexed: 06/20/2023] Open
Abstract
Introduction Analyzing liquid biopsies for tumor-specific aberrations can facilitate detection of measurable residual disease (MRD) during treatment and at follow-up. In this study, we assessed the clinical potential of using whole-genome sequencing (WGS) of lymphomas at diagnosis to identify patient-specific structural (SVs) and single nucleotide variants (SNVs) to enable longitudinal, multi-targeted droplet digital PCR analysis (ddPCR) of cell-free DNA (cfDNA). Methods In 9 patients with B-cell lymphoma (diffuse large B-cell lymphoma and follicular lymphoma), comprehensive genomic profiling at diagnosis was performed by 30X WGS of paired tumor and normal specimens. Patient-specific multiplex ddPCR (m-ddPCR) assays were designed for simultaneous detection of multiple SNVs, indels and/or SVs, with a detection sensitivity of 0.0025% for SV assays and 0.02% for SNVs/indel assays. M-ddPCR was applied to analyze cfDNA isolated from serially collected plasma at clinically critical timepoints during primary and/or relapse treatment and at follow-up. Results A total of 164 SNVs/indels were identified by WGS including 30 variants known to be functionally relevant in lymphoma pathogenesis. The most frequently mutated genes included KMT2D, PIM1, SOCS1 and BCL2. WGS analysis further identified recurrent SVs including t(14;18)(q32;q21) (IGH::BCL2), and t(6;14)(p25;q32) (IGH::IRF4). Plasma analysis at diagnosis showed positive circulating tumor DNA (ctDNA) levels in 88% of patients and the ctDNA burden correlated with baseline clinical parameters (LDH and sedimentation rate, p-value <0.01). While clearance of ctDNA levels after primary treatment cycle 1 was observed in 3/6 patients, all patients analyzed at final evaluation of primary treatment showed negative ctDNA, hence correlating with PET-CT imaging. One patient with positive ctDNA at interim also displayed detectable ctDNA (average variant allele frequency (VAF) 6.9%) in the follow-up plasma sample collected 2 years after final evaluation of primary treatment and 25 weeks before clinical manifestation of relapse. Conclusion In summary, we demonstrate that multi-targeted cfDNA analysis, using a combination of SNVs/indels and SVs candidates identified by WGS analysis, provides a sensitive tool for MRD monitoring and can detect lymphoma relapse earlier than clinical manifestation.
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Affiliation(s)
- Zahra Haider
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Tove Wästerlid
- Department of Medicine, Division of Clinical Epidemiology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
- Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
| | - Linn Deleskog Spångberg
- Department of Medicine, Division of Clinical Epidemiology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Leily Rabbani
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Cecilia Jylhä
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Birna Thorvaldsdottir
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Aron Skaftason
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Hero Nikdin Awier
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Aleksandra Krstic
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Anna Gellerbring
- Clinical Genomics Stockholm, Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, Royal Institute of Technology, Stockholm, Sweden
| | - Anna Lyander
- Clinical Genomics Stockholm, Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, Royal Institute of Technology, Stockholm, Sweden
| | - Moa Hägglund
- Clinical Genomics Stockholm, Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, Royal Institute of Technology, Stockholm, Sweden
| | - Ashwini Jeggari
- Clinical Genomics Stockholm, Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, Royal Institute of Technology, Stockholm, Sweden
| | - Georgios Rassidakis
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Laboratory, Stockholm, Sweden
| | - Kristina Sonnevi
- Department of Medicine, Division of Clinical Epidemiology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
- Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
| | - Birgitta Sander
- Department of Laboratory Medicine, Division of Pathology and Cancer Diagnostics, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Richard Rosenquist
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
- Genomic Medicine Center Karolinska, Karolinska University Hospital, Stockholm, Sweden
| | - Emma Tham
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden
| | - Karin E. Smedby
- Department of Medicine, Division of Clinical Epidemiology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
- Department of Hematology, Karolinska University Hospital, Stockholm, Sweden
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15
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Bou Zerdan M, Kassab J, Saba L, Haroun E, Bou Zerdan M, Allam S, Nasr L, Macaron W, Mammadli M, Abou Moussa S, Chaulagain CP. Liquid biopsies and minimal residual disease in lymphoid malignancies. Front Oncol 2023; 13:1173701. [PMID: 37228488 PMCID: PMC10203459 DOI: 10.3389/fonc.2023.1173701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Accepted: 04/21/2023] [Indexed: 05/27/2023] Open
Abstract
Minimal residual disease (MRD) assessment using peripheral blood instead of bone marrow aspirate/biopsy specimen or the biopsy of the cancerous infiltrated by lymphoid malignancies is an emerging technique with enormous interest of research and technological innovation at the current time. In some lymphoid malignancies (particularly ALL), Studies have shown that MRD monitoring of the peripheral blood may be an adequate alternative to frequent BM aspirations. However, additional studies investigating the biology of liquid biopsies in ALL and its potential as an MRD marker in larger patient cohorts in treatment protocols are warranted. Despite the promising data, there are still limitations in liquid biopsies in lymphoid malignancies, such as standardization of the sample collection and processing, determination of timing and duration for liquid biopsy analysis, and definition of the biological characteristics and specificity of the techniques evaluated such as flow cytometry, molecular techniques, and next generation sequencies. The use of liquid biopsy for detection of minimal residual disease in T-cell lymphoma is still experimental but it has made significant progress in multiple myeloma for example. Recent attempt to use artificial intelligence may help simplify the algorithm for testing and may help avoid inter-observer variation and operator dependency in these highly technically demanding testing process.
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Affiliation(s)
- Maroun Bou Zerdan
- Department of Internal Medicine, State University of New York (SUNY) Upstate Medical University, Syracuse, NY, United States
| | - Joseph Kassab
- Cleveland Clinic, Research Institute, Cleveland, OH, United States
| | - Ludovic Saba
- Department of Hematology-Oncology, Myeloma and Amyloidosis Program, Maroone Cancer Center, Cleveland Clinic Florida, Weston, FL, United States
| | - Elio Haroun
- Department of Medicine, State University of New York (SUNY) Upstate Medical University, New York, NY, United States
| | | | - Sabine Allam
- Department of Medicine and Medical Sciences, University of Balamand, Balamand, Lebanon
| | - Lewis Nasr
- University of Texas MD Anderson Cancer Center, Texas, TX, United States
| | - Walid Macaron
- University of Texas MD Anderson Cancer Center, Texas, TX, United States
| | - Mahinbanu Mammadli
- Department of Internal Medicine, State University of New York (SUNY) Upstate Medical University, Syracuse, NY, United States
| | | | - Chakra P. Chaulagain
- Department of Hematology-Oncology, Myeloma and Amyloidosis Program, Maroone Cancer Center, Cleveland Clinic Florida, Weston, FL, United States
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16
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Talotta D, Almasri M, Cosentino C, Gaidano G, Moia R. Liquid biopsy in hematological malignancies: current and future applications. Front Oncol 2023; 13:1164517. [PMID: 37152045 PMCID: PMC10157039 DOI: 10.3389/fonc.2023.1164517] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Accepted: 04/03/2023] [Indexed: 05/09/2023] Open
Abstract
The assessment of the cancer mutational profile is crucial for patient management, stratification, and therapeutic decisions. At present, in hematological malignancies with a solid mass, such as lymphomas, tumor genomic profiling is generally performed on the tissue biopsy, but the tumor may harbor genetic lesions that are unique to other anatomical compartments. The analysis of circulating tumor DNA (ctDNA) on the liquid biopsy is an emerging approach that allows genotyping and monitoring of the disease during therapy and follow-up. This review presents the different methods for ctDNA analysis and describes the application of liquid biopsy in different hematological malignancies. In diffuse large B-cell lymphoma (DLBCL) and Hodgkin lymphoma (HL), ctDNA analysis on the liquid biopsy recapitulates the mutational profile of the tissue biopsy and can identify mutations otherwise absent on the tissue biopsy. In addition, changes in the ctDNA amount after one or two courses of chemotherapy significantly predict patient outcomes. ctDNA analysis has also been tested in myeloid neoplasms with promising results. In addition to mutational analysis, liquid biopsy also carries potential future applications of ctDNA, including the analysis of ctDNA fragmentation and epigenetic patterns. On these grounds, several clinical trials aiming at incorporating ctDNA analysis for treatment tailoring are currently ongoing in hematological malignancies.
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Affiliation(s)
| | | | | | | | - Riccardo Moia
- Division of Hematology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
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17
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Jiménez-Ubieto A, Poza M, Martin-Muñoz A, Ruiz-Heredia Y, Dorado S, Figaredo G, Rosa-Rosa JM, Rodriguez A, Barcena C, Navamuel LP, Carrillo J, Sanchez R, Rufian L, Juárez A, Rodriguez M, Wang C, de Toledo P, Grande C, Mollejo M, Casado LF, Calbacho M, Baumann T, Rapado I, Gallardo M, Sarandeses P, Ayala R, Martínez-López J, Barrio S. Real-life disease monitoring in follicular lymphoma patients using liquid biopsy ultra-deep sequencing and PET/CT. Leukemia 2023; 37:659-669. [PMID: 36596983 DOI: 10.1038/s41375-022-01803-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 12/09/2022] [Accepted: 12/19/2022] [Indexed: 01/05/2023]
Abstract
In the present study, we screened 84 Follicular Lymphoma patients for somatic mutations suitable as liquid biopsy MRD biomarkers using a targeted next-generation sequencing (NGS) panel. We found trackable mutations in 95% of the lymph node samples and 80% of the liquid biopsy baseline samples. Then, we used an ultra-deep sequencing approach with 2 · 10-4 sensitivity (LiqBio-MRD) to track those mutations on 151 follow-up liquid biopsy samples from 54 treated patients. Positive LiqBio-MRD at first-line therapy correlated with a higher risk of progression both at the interim evaluation (HRINT 11.0, 95% CI 2.10-57.7, p = 0.005) and at the end of treatment (HREOT, HR 19.1, 95% CI 4.10-89.4, p < 0.001). Similar results were observed by PET/CT Deauville score, with a median PFS of 19 months vs. NR (p < 0.001) at the interim and 13 months vs. NR (p < 0.001) at EOT. LiqBio-MRD and PET/CT combined identified the patients that progressed in less than two years with 88% sensitivity and 100% specificity. Our results demonstrate that LiqBio-MRD is a robust and non-invasive approach, complementary to metabolic imaging, for identifying FL patients at high risk of failure during the treatment and should be considered in future response-adapted clinical trials.
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Affiliation(s)
- Ana Jiménez-Ubieto
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain.
| | - María Poza
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain
| | | | - Yanira Ruiz-Heredia
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain.,Altum sequencing Co., Madrid, Spain
| | - Sara Dorado
- Altum sequencing Co., Madrid, Spain.,Computational Science Department, Carlos III University, Madrid, Spain
| | | | - Juan Manuel Rosa-Rosa
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain
| | - Antonia Rodriguez
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain
| | - Carmen Barcena
- Hospital Universitario 12 de Octubre, Departamento de Anatomía Patológica, Madrid, Spain
| | | | | | - Ricardo Sanchez
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain.,Altum sequencing Co., Madrid, Spain
| | - Laura Rufian
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain.,Altum sequencing Co., Madrid, Spain
| | - Alexandra Juárez
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain.,Altum sequencing Co., Madrid, Spain
| | - Margarita Rodriguez
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain.,Altum sequencing Co., Madrid, Spain
| | - Chongwu Wang
- Hosea Precision Medical Technology Co., Ltd., Weihai, Shangdong, China
| | - Paula de Toledo
- Computational Science Department, Carlos III University, Madrid, Spain
| | | | | | | | - María Calbacho
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain
| | - Tycho Baumann
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain
| | - Inmaculada Rapado
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain
| | - Miguel Gallardo
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain.,H12O-CNIO Haematological Malignancies Clinical Research Unit, CNIO, Madrid, Spain
| | - Pilar Sarandeses
- Hospital Universitario 12 de Octubre, Departamento de Medicina Nuclear, Madrid, Spain
| | - Rosa Ayala
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain
| | - Joaquín Martínez-López
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain
| | - Santiago Barrio
- Department of Hematology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), CNIO, CIBERONC, Madrid, Spain. .,Altum sequencing Co., Madrid, Spain.
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18
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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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19
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Rutherford SC, Yin J, Pederson L, Perez Burbano G, LaPlant B, Shadman M, Li H, LeBlanc ML, Kenkre VP, Hong F, Blum KA, Dockter T, Martin P, Jung SH, Grant B, Rosenbaum C, Ujjani C, Barr PM, Unger JM, Cheson BD, Bartlett NL, Kahl B, Friedberg JW, Mandrekar SJ, Leonard JP. Relevance of Bone Marrow Biopsies for Response Assessment in US National Cancer Institute National Clinical Trials Network Follicular Lymphoma Clinical Trials. J Clin Oncol 2023; 41:336-342. [PMID: 35787017 PMCID: PMC9839232 DOI: 10.1200/jco.21.02301] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Revised: 04/08/2022] [Accepted: 05/16/2022] [Indexed: 01/19/2023] Open
Abstract
PURPOSE Bone marrow biopsies (BMB) are performed before/after therapy to confirm complete response (CR) in patients with lymphoma on clinical trials. We sought to establish whether BMB add value in assessing response or predict progression-free survival (PFS) or overall survival (OS) outcomes in follicular lymphoma (FL) subjects in a large, multicenter, multitrial cohort. METHODS Data were pooled from seven trials of 580 subjects with previously untreated FL through Alliance for Clinical Trials in Oncology (Alliance) and SWOG Cancer Research Network (SWOG) completing enrollment from 2008 to 2016. RESULTS Only 5/580 (0.9%) had positive baseline BMB, CR on imaging, and subsequent positive BMB (P < .0001). Therefore, BMB were irrelevant to response in 99% of subjects. A sensitivity analysis of 385 FL subjects treated on an Eastern Cooperative Oncology Group study was included. In the Eastern Cooperative Oncology Group cohort, 5/385 (1.3%) had BMB that affected response assessment. Since some subjects do not undergo confirmatory BMB, we performed a landmark survival analysis from first radiologic CR with data from 580 subjects from Alliance and SWOG. Of subjects with CR on imaging (n = 187), PFS and OS were not significantly different among those with negative BMB to confirm CR (n = 47) versus those without repeat BMB (n = 140; PFS: adjusted hazard ratio, 1.10, 95% CI, 0.62 to 1.94, log-rank P = .686; OS: hazard ratio, 0.59, 95% CI, 0.23 to 1.53, log-rank P = .276). CONCLUSION We conclude that BMB add little value to response assessment in subjects with FL treated on clinical trials and we recommend eliminating BMB from clinical trial requirements. BMB should also be removed from diagnostic guidelines for FL except in scenarios in which it may change management including confirmation of limited stage and assessment of cytopenias. This would reduce cost, patient discomfort, resource utilization, and potentially remove a barrier to trial enrollment.
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Affiliation(s)
- Sarah C. Rutherford
- Weill Department of Medicine, Division of Hematology and Medical Oncology, Meyer Cancer Center, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY
| | | | | | | | | | | | - Hongli Li
- Fred Hutchinson Cancer Research Center, Seattle, WA
| | | | | | | | | | | | - Peter Martin
- Weill Department of Medicine, Division of Hematology and Medical Oncology, Meyer Cancer Center, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY
| | | | | | - Cara Rosenbaum
- Weill Department of Medicine, Division of Hematology and Medical Oncology, Meyer Cancer Center, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY
| | | | - Paul M. Barr
- University of Rochester, Wilmot Cancer Institute, Rochester, NY
| | | | - Bruce D. Cheson
- Scientific Advisor, Lymphoma Research Foundation, New York, NY
| | - Nancy L. Bartlett
- Washington University School of Medicine, Siteman Cancer Center, St Louis, MO
| | - Brad Kahl
- Washington University School of Medicine, Siteman Cancer Center, St Louis, MO
| | | | | | - John P. Leonard
- Weill Department of Medicine, Division of Hematology and Medical Oncology, Meyer Cancer Center, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY
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20
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Fernández-Miranda I, Pedrosa L, Llanos M, Franco FF, Gómez S, Martín-Acosta P, García-Arroyo FR, Gumá J, Horcajo B, Ballesteros AK, Gálvez L, Martínez N, Marín M, Sequero S, Navarro M, Yanguas-Casás N, Calvo V, Rueda-Domínguez A, Provencio M, Sánchez-Beato M. Monitoring of Circulating Tumor DNA Predicts Response to Treatment and Early Progression in Follicular Lymphoma: Results of a Prospective Pilot Study. Clin Cancer Res 2023; 29:209-220. [PMID: 36269794 PMCID: PMC9811164 DOI: 10.1158/1078-0432.ccr-22-1654] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 07/26/2022] [Accepted: 10/19/2022] [Indexed: 02/07/2023]
Abstract
PURPOSE Follicular lymphoma (FL) is the most frequent indolent non-Hodgkin lymphoma. Around 20% of patients suffer early disease progression within 24 months (POD24) of diagnosis. This study examined the significance of circulating tumor DNA (ctDNA) in predicting response to therapy and POD24 in patients with FL. EXPERIMENTAL DESIGN We collected 100 plasma samples, before and during the treatment, from 36 patients with FL prospectively enrolled in 8 Spanish hospitals. They were treated with a chemotherapy-rituximab regimen and followed up for a median of 3.43 years. We performed targeted deep sequencing in cell-free DNA (cfDNA) and tumor genomic DNA from 31 diagnostic biopsy samples. RESULTS Of the alterations detected in the diagnostic tissue samples, 73% (300/411) were also identified in basal cfDNA. The mean numbers of alterations per basal cfDNA sample in patients who suffered progression of disease within 24 months (POD24-pos) or did not achieve complete response (non-CR) were significantly higher than in POD24-neg or CR patients (unpaired samples t test, P = 0.0001 and 0.001, respectively). Pretreatment ctDNA levels, as haploid genome equivalents per milliliter of plasma, were higher in patients without CR (P = 0.02) and in POD24-pos patients compared with POD24-neg patients (P < 0.001). Dynamic analysis showed that ctDNA levels decreased dramatically after treatment, although the reduction was more significant in patients with CR and POD24-neg patients. CONCLUSIONS Basal ctDNA levels are associated with the risk of early progression and response to treatment in FL. cfDNA monitoring and genotyping during treatment and follow-up predict response to treatment and early progression.
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Affiliation(s)
- Ismael Fernández-Miranda
- Department of Medical Oncology, Lymphoma Research Group, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, Madrid, Spain.,PhD Program in Molecular Biosciences, Doctoral School, Universidad Autónoma de Madrid, Madrid, Spain
| | - Lucía Pedrosa
- Department of Medical Oncology, Lymphoma Research Group, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, Madrid, Spain.,PhD Program in Molecular Biosciences, Doctoral School, Universidad Autónoma de Madrid, Madrid, Spain
| | - Marta Llanos
- Department of Medical Oncology, Hospital Universitario de Canarias, Tenerife, Spain.,Grupo Oncológico para el Tratamiento y Estudio de los Linfomas (GOTEL), Madrid, Spain
| | - Fernando F. Franco
- Department of Medical Oncology, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Sagrario Gómez
- Department of Medical Oncology, Lymphoma Research Group, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, Madrid, Spain
| | - Paloma Martín-Acosta
- Department of Pathology, Cancer Molecular Pathology Group, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, CIBERONC, Madrid, Spain
| | - Francisco R. García-Arroyo
- Grupo Oncológico para el Tratamiento y Estudio de los Linfomas (GOTEL), Madrid, Spain.,Department of Medical Oncology, Complejo Hospitalario de Pontevedra, Spain
| | - Josep Gumá
- Grupo Oncológico para el Tratamiento y Estudio de los Linfomas (GOTEL), Madrid, Spain.,Department of Medical Oncology, IISPV-URV, Hospital Universitari Sant Joan de Reus, Reus, Spain
| | - Beatriz Horcajo
- Department of Medical Oncology, Lymphoma Research Group, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, Madrid, Spain
| | - Ana K. Ballesteros
- Department of Medical Oncology, Lymphoma Research Group, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, Madrid, Spain
| | - Laura Gálvez
- Grupo Oncológico para el Tratamiento y Estudio de los Linfomas (GOTEL), Madrid, Spain.,Department of Medical Oncology, Hospitales Universitarios Regional y Virgen de la Victoria de Málaga, Spain
| | - Natividad Martínez
- Grupo Oncológico para el Tratamiento y Estudio de los Linfomas (GOTEL), Madrid, Spain.,Department of Medical Oncology, Dr. Balmis General University Hospital, Alicante Institute for Health and Biomedical Research (ISABIAL), Alicante, Spain
| | - Miguel Marín
- Grupo Oncológico para el Tratamiento y Estudio de los Linfomas (GOTEL), Madrid, Spain.,Department of Medical Oncology, Hospital Clínico Universitario Virgen de la Arrixaca, Murcia, Spain
| | - Silvia Sequero
- Grupo Oncológico para el Tratamiento y Estudio de los Linfomas (GOTEL), Madrid, Spain.,Department of Medical Oncology, Hospital Universitario San Cecilio, Granada, Spain
| | - Marta Navarro
- Department of Medical Oncology, Lymphoma Research Group, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, Madrid, Spain
| | - Natalia Yanguas-Casás
- Department of Medical Oncology, Lymphoma Research Group, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, Madrid, Spain.,Centro de Investigación Biomédica en Red Fragilidad y Envejecimiento Saludable (CIBERFES), Madrid, Spain
| | - Virginia Calvo
- Grupo Oncológico para el Tratamiento y Estudio de los Linfomas (GOTEL), Madrid, Spain.,Department of Medical Oncology, Hospital Universitario Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Antonio Rueda-Domínguez
- Grupo Oncológico para el Tratamiento y Estudio de los Linfomas (GOTEL), Madrid, Spain.,Department of Medical Oncology, Hospitales Universitarios Regional y Virgen de la Victoria de Málaga, Spain
| | - Mariano Provencio
- Grupo Oncológico para el Tratamiento y Estudio de los Linfomas (GOTEL), Madrid, Spain.,Department of Medical Oncology, Hospital Universitario Puerta de Hierro-Majadahonda, Facultad de Medicina, Universidad Autónoma de Madrid, IDIPHISA, Madrid, Spain
| | - Margarita Sánchez-Beato
- Department of Medical Oncology, Lymphoma Research Group, Hospital Universitario Puerta de Hierro-Majadahonda, IDIPHISA, Madrid, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.,Corresponding Author: Margarita Sánchez-Beato, Joaquín Rodrigo 2, Majadahonda, Madrid 28222, Spain. Phone: 349-1191-6095; E-mail:
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21
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Sampathi S, Chernyavskaya Y, Haney MG, Moore LH, Snyder IA, Cox AH, Fuller BL, Taylor TJ, Yan D, Badgett TC, Blackburn JS. Nanopore sequencing of clonal IGH rearrangements in cell-free DNA as a biomarker for acute lymphoblastic leukemia. Front Oncol 2022; 12:958673. [PMID: 36591474 PMCID: PMC9795051 DOI: 10.3389/fonc.2022.958673] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 11/28/2022] [Indexed: 12/15/2022] Open
Abstract
Background Acute Lymphoblastic Leukemia (ALL) is the most common pediatric cancer, and patients with relapsed ALL have a poor prognosis. Detection of ALL blasts remaining at the end of treatment, or minimal residual disease (MRD), and spread of ALL into the central nervous system (CNS) have prognostic importance in ALL. Current methods to detect MRD and CNS disease in ALL rely on the presence of ALL blasts in patient samples. Cell-free DNA, or small fragments of DNA released by cancer cells into patient biofluids, has emerged as a robust and sensitive biomarker to assess cancer burden, although cfDNA analysis has not previously been applied to ALL. Methods We present a simple and rapid workflow based on NanoporeMinION sequencing of PCR amplified B cell-specific rearrangement of the (IGH) locus in cfDNA from B-ALL patient samples. A cohort of 5 pediatric B-ALL patient samples was chosen for the study based on the MRD and CNS disease status. Results Quantitation of IGH-variable sequences in cfDNA allowed us to detect clonal heterogeneity and track the response of individual B-ALL clones throughout treatment. cfDNA was detected in patient biofluids with clinical diagnoses of MRD and CNS disease, and leukemic clones could be detected even when diagnostic cell-count thresholds for MRD were not met. These data suggest that cfDNA assays may be useful in detecting the presence of ALL in the patient, even when blasts are not physically present in the biofluid sample. Conclusions The Nanopore IGH detection workflow to monitor cell-free DNA is a simple, rapid, and inexpensive assay that may ultimately serve as a valuable complement to traditional clinical diagnostic approaches for ALL.
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Affiliation(s)
- Shilpa Sampathi
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY, United States
| | - Yelena Chernyavskaya
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY, United States
| | - Meghan G. Haney
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY, United States,Markey Cancer Center, University of Kentucky, Lexington, KY, United States,College of Medicine, University of Kentucky, Lexington, KY, United States
| | - L. Henry Moore
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY, United States,College of Medicine, University of Kentucky, Lexington, KY, United States
| | - Isabel A. Snyder
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY, United States
| | - Anna H. Cox
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY, United States,College of Medicine, University of Kentucky, Lexington, KY, United States
| | - Brittany L. Fuller
- Department of Pediatric Oncology, University of Kentucky, Lexington, KY, United States
| | - Tamara J. Taylor
- Department of Pediatric Oncology, University of Kentucky, Lexington, KY, United States
| | - Donglin Yan
- Markey Cancer Center, University of Kentucky, Lexington, KY, United States,Department of Biostatistics, University of Kentucky, Lexington, KY, United States
| | - Tom C. Badgett
- Department of Pediatric Oncology, University of Kentucky, Lexington, KY, United States
| | - Jessica S. Blackburn
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY, United States,Markey Cancer Center, University of Kentucky, Lexington, KY, United States,*Correspondence: Jessica S. Blackburn,
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22
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Kambhampati S, Zain J. Circulating Tumor DNA in Lymphoma. Curr Hematol Malig Rep 2022; 17:298-305. [PMID: 36214943 DOI: 10.1007/s11899-022-00677-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/16/2022] [Indexed: 01/27/2023]
Abstract
PURPOSE OF REVIEW Recent advances have been made in circulating tumor DNA (ctDNA), the method to minimally invasive detect lymphoma sensitively with tumor-derived DNA in the blood of patients with lymphomas. This article discusses these various methods of ctDNA detection and the clinical context in which they have been applied to for a variety of lymphoma subtypes. RECENT FINDINGS ctDNA has been applied to a variety of subtypes of lymphoma and has been used in the context of genotyping somatic mutations and classification of disease, monitoring of response during treatment, detecting minimal residual disease even with radiographic remission, and predicting relapse and long-term survival outcomes. There are a variety of techniques used to measure ctDNA including digital polymerase chain reaction and next-generation sequencing techniques including high-throughput variable-diversity-joining rearrangement sequencing, high-throughput sequencing of somatic mutations, and Cancer Personalized Profiling by deep sequencing. While the greatest data has been generated in diffuse large B cell lymphoma, there have been studies utilizing application of ctDNA in follicular lymphoma, mantle cell lymphoma, Hodgkin's lymphoma, peripheral T cell lymphoma, and primary CNS lymphoma among others. ctDNA is an emerging biomarker in lymphoma that can minimally invasively provide further genotypic information, diagnostic clarification, and treatment prognostication by detection of minimal residual disease even without radiographic evidence of disease. Future studies are needed to standardize the use of ctDNA and translate its use clinically for the management of lymphoma patients.
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Affiliation(s)
| | - Jasmine Zain
- City of Hope National Medical Center, Duarte, CA, USA
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23
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Genetics of Transformed Follicular Lymphoma. HEMATO 2022. [DOI: 10.3390/hemato3040042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Histological transformation (HT) to a more aggressive disease–mostly diffuse large B-cell lymphoma–is considered one of the most dismal events in the clinical course of follicular lymphoma (FL). Current knowledge has not found a single biological event specific for HT, although different studies have highlighted common genetic alterations, such as TP53 and CDKN2A/B loss, and MYC translocations, among others. Together, they increase genomic complexity and mutational burden at HT. A better knowledge of HT pathogenesis would presumably help to find diagnostic biomarkers allowing the identification of patients at high-risk of transformation, as well as the discrimination from patients with FL recurrence, and those who remain in remission. This would also help to identify new drug targets and the design of clinical trials for the treatment of transformation. In the present review we provide a comprehensive overview of the genetic events frequently identified in transformed FL contributing to the switch towards aggressive behaviour, and we will discuss current open questions in the field of HT.
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24
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Deng X, Zhang M, Zhou J, Xiao M. Next-generation sequencing for MRD monitoring in B-lineage malignancies: from bench to bedside. Exp Hematol Oncol 2022; 11:50. [PMID: 36057673 PMCID: PMC9440501 DOI: 10.1186/s40164-022-00300-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 08/21/2022] [Indexed: 12/02/2022] Open
Abstract
Minimal residual disease (MRD) is considered the strongest relevant predictor of prognosis and an effective decision-making factor during the treatment of hematological malignancies. Remarkable breakthroughs brought about by new strategies, such as epigenetic therapy and chimeric antigen receptor-T (CAR-T) therapy, have led to considerably deeper responses in patients than ever, which presents difficulties with the widely applied gold-standard techniques of MRD monitoring. Urgent demands for novel approaches that are ultrasensitive and provide sufficient information have put a spotlight on high-throughput technologies. Recently, advances in methodology, represented by next-generation sequencing (NGS)-based clonality assays, have proven robust and suggestive in numerous high-quality studies and have been recommended by some international expert groups as disease-monitoring modalities. This review demonstrates the applicability of NGS-based clonality assessment for MRD monitoring of B-cell malignancies by summarizing the oncogenesis of neoplasms and the corresponding status of immunoglobulin (IG) rearrangements. Furthermore, we focused on the performance of NGS-based assays compared with conventional approaches and the interpretation of results, revealing directions for improvement and prospects in clinical practice.
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Affiliation(s)
- Xinyue Deng
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, Hubei, 430030, China
| | - Meilan Zhang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, Hubei, 430030, China
| | - Jianfeng Zhou
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China.,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, Hubei, 430030, China
| | - Min Xiao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China. .,Immunotherapy Research Center for Hematologic Diseases of Hubei Province, Wuhan, Hubei, 430030, China.
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25
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Lauer EM, Mutter J, Scherer F. Circulating tumor DNA in B-cell lymphoma: technical advances, clinical applications, and perspectives for translational research. Leukemia 2022; 36:2151-2164. [PMID: 35701522 PMCID: PMC9417989 DOI: 10.1038/s41375-022-01618-w] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 05/23/2022] [Accepted: 05/26/2022] [Indexed: 12/22/2022]
Abstract
Noninvasive disease monitoring and risk stratification by circulating tumor DNA (ctDNA) profiling has become a potential novel strategy for patient management in B-cell lymphoma. Emerging innovative therapeutic options and an unprecedented growth in our understanding of biological and molecular factors underlying lymphoma heterogeneity have fundamentally increased the need for precision-based tools facilitating personalized and accurate disease profiling and quantification. By capturing the entire mutational landscape of tumors, ctDNA assessment has some decisive advantages over conventional tissue biopsies, which usually target only one single tumor site. Due to its non- or minimal-invasive nature, serial and repeated ctDNA profiling provides a real-time picture of the genetic composition and facilitates quantification of tumor burden any time during the course of the disease. In this review, we present a comprehensive overview of technologies used for ctDNA detection and genotyping in B-cell lymphoma, focusing on pre-analytical and technical requirements, the advantages and limitations of various approaches, and highlight recent advances around improving sensitivity and suppressing technical errors. We broadly review potential applications of ctDNA in clinical practice and for translational research by describing how ctDNA might enhance lymphoma subtype classification, treatment response assessment, outcome prediction, and monitoring of measurable residual disease. We finally discuss how ctDNA could be implemented in prospective clinical trials as a novel surrogate endpoint and be utilized as a decision-making tool to guide lymphoma treatment in the future.
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Affiliation(s)
- Eliza M Lauer
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Jurik Mutter
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Florian Scherer
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
- German Cancer Consortium (DKTK) partner site Freiburg, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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26
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Gao F, Zhang T, Liu H, Li W, Liu X, Qiu L, Li L, Zhou S, Qian Z, Dong S, Zhao S, Wang X, Zhang H. Risk factors for POD24 in patients with previously untreated follicular lymphoma: a systematic review and meta-analysis. Ann Hematol 2022; 101:2383-2392. [PMID: 36029326 DOI: 10.1007/s00277-022-04914-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 06/28/2022] [Indexed: 11/28/2022]
Abstract
Progression of disease within 24 months (POD24) is strongly associated with a poor outcome in patients with follicular lymphoma (FL). Our study aimed to identify the potential risk factors for POD24 in patients with FL. Medline, EMBASE and the Cochrane Library were systematically searched from the earliest record to September 2020. Studies investigating the prognostic factors for POD24 in patients with newly diagnosed grade 1-3a FL were included. Among 10,014 pieces of literature, a total of 90 studies investigating 82 risk factors were included for qualitative analysis. Meta-analyses were performed in 31 studies with 11 factors. Results showed that elevated sIL-2R, β2m and LDH, total metabolic tumour volume > 510 cm3, vitamin D < 20 ng/mL, grade 3a and lymphoma-associated macrophages/high-power field ≥ 15 were significantly associated with an increased risk of POD24. No significant association was found between POD24 and the ALC/AMC ratio, sex, T effector signature or EZH2 genetic alteration. Additionally, minimal residual disease, Ki-67, PD-1 and TP53 were analysed narratively. Overall, this is the first study that comprehensively analysed the prognostic factors associated with POD24 in FL patients. We have confirmed the significance value of several common prognostic factors as well as others not commonly included in clinical study, helping to construct an integrated and more efficient model.
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Affiliation(s)
- Fenghua Gao
- Department of Lymphoma, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin's Clinical Research Center for Cancer, the Sino-US Center for Lymphoma and Leukemia Research, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin, 300060, China
| | - Tingting Zhang
- Department of Lymphoma, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin's Clinical Research Center for Cancer, the Sino-US Center for Lymphoma and Leukemia Research, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin, 300060, China
| | - Hengqi Liu
- Department of Lymphoma, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin's Clinical Research Center for Cancer, the Sino-US Center for Lymphoma and Leukemia Research, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin, 300060, China
| | - Wei Li
- Department of Lymphoma, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin's Clinical Research Center for Cancer, the Sino-US Center for Lymphoma and Leukemia Research, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin, 300060, China
| | - Xianming Liu
- Department of Lymphoma, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin's Clinical Research Center for Cancer, the Sino-US Center for Lymphoma and Leukemia Research, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin, 300060, China
| | - Lihua Qiu
- Department of Lymphoma, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin's Clinical Research Center for Cancer, the Sino-US Center for Lymphoma and Leukemia Research, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin, 300060, China
| | - Lanfang Li
- Department of Lymphoma, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin's Clinical Research Center for Cancer, the Sino-US Center for Lymphoma and Leukemia Research, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin, 300060, China
| | - Shiyong Zhou
- Department of Lymphoma, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin's Clinical Research Center for Cancer, the Sino-US Center for Lymphoma and Leukemia Research, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin, 300060, China
| | - Zhengzi Qian
- Department of Lymphoma, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin's Clinical Research Center for Cancer, the Sino-US Center for Lymphoma and Leukemia Research, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin, 300060, China
| | - Sitong Dong
- Systematic Review Solutions Ltd, The Ingenuity Centre, Nottingham, UK
| | - Sai Zhao
- Systematic Review Solutions Ltd, The Ingenuity Centre, Nottingham, UK
| | - Xianhuo Wang
- Department of Lymphoma, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin's Clinical Research Center for Cancer, the Sino-US Center for Lymphoma and Leukemia Research, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin, 300060, China.
| | - Huilai Zhang
- Department of Lymphoma, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin's Clinical Research Center for Cancer, the Sino-US Center for Lymphoma and Leukemia Research, Huanhuxi Road, Tiyuanbei, Hexi District, Tianjin, 300060, China.
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27
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Pirosa MC, Borchmann S, Jardin F, Gaidano G, Rossi D. Controversies in the Interpretation of Liquid Biopsy Data in Lymphoma. Hemasphere 2022; 6:e727. [PMID: 35747846 PMCID: PMC9208882 DOI: 10.1097/hs9.0000000000000727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 04/21/2022] [Indexed: 11/25/2022] Open
Abstract
The rapid evolution of genomic technologies over the last years has led to the development of different methods for the detection, measurement and analysis of cell-free DNA fragments (cfDNA) which are shed into the bloodstream by apoptotic cells and circulate at a low concentration in plasma. In cancer patients, the proportion of tumor-derived cfDNA is defined as circulating tumor DNA. This analysis, commonly known as liquid biopsy, allows to access tumor DNA through a simple blood sampling and therefore without the need of an invasive tissue biopsy. For this reason, this tool may have several clinical applications in terms of diagnosis, prognosis, and monitoring of minimal residual disease. However, there are still several critical issues that need to be resolved. In this review, we will discuss some of the controversies around this method and its potential clinical applications.
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Colmenares R, Álvarez N, Barrio S, Martínez-López J, Ayala R. The Minimal Residual Disease Using Liquid Biopsies in Hematological Malignancies. Cancers (Basel) 2022; 14:1310. [PMID: 35267616 PMCID: PMC8909350 DOI: 10.3390/cancers14051310] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 02/23/2022] [Accepted: 02/27/2022] [Indexed: 12/02/2022] Open
Abstract
The study of cell-free DNA (cfDNA) and other peripheral blood components (known as "liquid biopsies") is promising, and has been investigated especially in solid tumors. Nevertheless, it is increasingly showing a greater utility in the diagnosis, prognosis, and response to treatment of hematological malignancies; in the future, it could prevent invasive techniques, such as bone marrow (BM) biopsies. Most of the studies about this topic have focused on B-cell lymphoid malignancies; some of them have shown that cfDNA can be used as a novel way for the diagnosis and minimal residual monitoring of B-cell lymphomas, using techniques such as next-generation sequencing (NGS). In myelodysplastic syndromes, multiple myeloma, or chronic lymphocytic leukemia, liquid biopsies may allow for an interesting genomic representation of the tumor clones affecting different lesions (spatial heterogeneity). In acute leukemias, it can be helpful in the monitoring of the early treatment response and the prediction of treatment failure. In chronic lymphocytic leukemia, the evaluation of cfDNA permits the definition of clonal evolution and drug resistance in real time. However, there are limitations, such as the difficulty in obtaining sufficient circulating tumor DNA for achieving a high sensitivity to assess the minimal residual disease, or the lack of standardization of the method, and clinical studies, to confirm its prognostic impact. This review focuses on the clinical applications of cfDNA on the minimal residual disease in hematological malignancies.
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Affiliation(s)
- Rafael Colmenares
- Hematology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Imas12, 28041 Madrid, Spain; (R.C.); (N.Á.); (S.B.); (J.M.-L.)
| | - Noemí Álvarez
- Hematology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Imas12, 28041 Madrid, Spain; (R.C.); (N.Á.); (S.B.); (J.M.-L.)
- Hematological Malignancies Clinical Research Unit, CNIO, 28029 Madrid, Spain
| | - Santiago Barrio
- Hematology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Imas12, 28041 Madrid, Spain; (R.C.); (N.Á.); (S.B.); (J.M.-L.)
- Hematological Malignancies Clinical Research Unit, CNIO, 28029 Madrid, Spain
| | - Joaquín Martínez-López
- Hematology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Imas12, 28041 Madrid, Spain; (R.C.); (N.Á.); (S.B.); (J.M.-L.)
- Hematological Malignancies Clinical Research Unit, CNIO, 28029 Madrid, Spain
- Department of Medicine, Complutense University of Madrid, 28040 Madrid, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto Carlos III, 28029 Madrid, Spain
| | - Rosa Ayala
- Hematology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Imas12, 28041 Madrid, Spain; (R.C.); (N.Á.); (S.B.); (J.M.-L.)
- Hematological Malignancies Clinical Research Unit, CNIO, 28029 Madrid, Spain
- Department of Medicine, Complutense University of Madrid, 28040 Madrid, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto Carlos III, 28029 Madrid, Spain
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Roschewski M, Rossi D, Kurtz DM, Alizadeh AA, Wilson WH. Circulating Tumor DNA in Lymphoma: Principles and Future Directions. Blood Cancer Discov 2022; 3:5-15. [PMID: 35015693 PMCID: PMC9245363 DOI: 10.1158/2643-3230.bcd-21-0029] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/26/2021] [Accepted: 09/02/2021] [Indexed: 11/16/2022] Open
Abstract
Lymphomas are heterogeneous tumors with striking genetic diversity and variable outcomes even within pathologic diagnoses. Treatment response assessment relies on radiologic and nuclear scans, which cannot detect disease at the molecular level. Molecular tumor analyses require invasive tissue biopsies that cannot accurately capture spatial tumor heterogeneity within each patient. Circulating tumor DNA (ctDNA) is a minimally invasive and highly versatile biomarker that overcomes fundamental limitations of imaging scans and tissue biopsies and may aid clinical decision-making in lymphoma. In this review, we highlight the key established principles regarding ctDNA in lymphoma and emphasize the important research questions and future directions. SIGNIFICANCE: ctDNA is an emerging biomarker for lymphomas that noninvasively provides genotypic information and can measure the effectiveness of treatment by detecting the presence of minimal residual disease. Key principles have emerged related to ctDNA for lymphoma, but further studies are needed to standardize its use and establish clinical utility.
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Affiliation(s)
- Mark Roschewski
- Lymphoid Malignancies Branch, National Cancer Institute, Bethesda, Maryland.
| | - Davide Rossi
- Experimental Hematology, Institute of Oncology Research, Hematology, Oncology Institute of Southern Switzerland, Bellinzona, Switzerland
| | - David M Kurtz
- Division of Oncology, Department of Medicine, Stanford University, Stanford, California
| | - Ash A Alizadeh
- Division of Oncology, Department of Medicine; Division of Hematology, Department of Medicine, Institute for Stem Cell Biology and Regenerative Medicine, Stanford Cancer Institute, Stanford University, Stanford, California
| | - Wyndham H Wilson
- Lymphoid Malignancies Branch, National Cancer Institute, Bethesda, Maryland
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Giudice ID, Starza ID, Foà R. Does MRD have a role in the management of iNHL? HEMATOLOGY. AMERICAN SOCIETY OF HEMATOLOGY. EDUCATION PROGRAM 2021; 2021:320-330. [PMID: 34889425 PMCID: PMC8791119 DOI: 10.1182/hematology.2021000312] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Among indolent non-Hodgkin lymphomas (iNHLs), the analysis of measurable/minimal residual disease (MRD) has been extensively applied to follicular lymphoma (FL). Treatment combinations have deeply changed over the years, as well as the techniques to measure MRD, which is currently evaluated only in the setting of clinical trials. Here, we discuss the evidence on the role of molecular monitoring in the management of FL. Mature data support the quantification of molecular tumor burden at diagnosis as a tool to stratify patients in risk categories and of MRD evaluation at the end of treatment to predict progression-free survival and overall survival. Moreover, MRD deserves further studies as a tool to refine the clinical/metabolic response and to modulate treatment intensity/duration. Patients with a higher relapse probability can be identified, but the relevance of continuous molecular follow-up should be clarified by kinetic models of MRD analysis. Being the BCL2/heavy chain immunoglobulin gene hybrid rearrangement detectable in about 50% to 60% of advanced FL and in 30% of positron emission tomography/computed tomography-staged localized FL, technical advancements such as next-generation sequencing/target locus amplification may allow broadening the FL population carrying a molecular marker. Droplet digital polymerase chain reaction can better quantify MRD at low levels, and novel sources of DNA, such as cell-free DNA, may represent a noninvasive tool to monitor MRD. Finally, MRD in other iNHLs, such as lymphoplasmacytic lymphoma/Waldenström macroglobulinemia and marginal zone lymphoma, is beginning to be explored.
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Affiliation(s)
- Ilaria Del Giudice
- Hematology, Department of Translational and Precision Medicine, Sapienza University, Rome, Italy
| | - Irene Della Starza
- Hematology, Department of Translational and Precision Medicine, Sapienza University, Rome, Italy
| | - Robin Foà
- Hematology, Department of Translational and Precision Medicine, Sapienza University, Rome, Italy
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Follicular lymphoma: is there an optimal way to define risk? Hematology 2021; 2021:313-319. [DOI: 10.1182/hematology.2021000264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Abstract
Follicular lymphoma (FL) has a long natural history and typically indolent behavior. In the present era, there are a plethora of prognostic factors combining clinical, biological, and genetic data to determine patient prognosis and help develop treatment strategies over the course of a patient's lifetime. The rapid pace of tumor-specific and clinical advances in FL has created a challenge in the prioritization and implementation of these factors into clinical practice. Developing a comprehensive understanding of existing prognostic markers in FL will help select optimal ways of utilization in the clinical setting and investigate opportunities to define and intervene upon risk at FL diagnosis and disease recurrence.
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32
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Kambhampati S, Song JY, Herrera AF, Chan WC. Barriers to achieving a cure in lymphoma. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2021; 4:965-983. [PMID: 35582375 PMCID: PMC8992454 DOI: 10.20517/cdr.2021.66] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 10/08/2021] [Accepted: 10/26/2021] [Indexed: 11/23/2022]
Abstract
Lymphoma is a diverse disease with a variety of different subtypes, each characterized by unique pathophysiology, tumor microenvironment, and underlying signaling pathways leading to oncogenesis. With our increasing understanding of the molecular biology of lymphoma, there have been a number of novel targeted therapies and immunotherapy approaches that have been developed for the treatment of this complex disease. Despite rapid progress in the field, however, many patients still relapse largely due to the development of drug resistance to these therapies. A better understanding of the mechanisms underlying resistance is needed to develop more novel treatment strategies that circumvent these mechanisms and design better treatment algorithms that personalize therapies to patients and sequence these therapies in the most optimal manner. This review focuses on the recent advances in therapies in lymphoma, including targeted therapies, monoclonal antibodies, antibody-drug conjugates, cellular therapy, bispecific antibodies, and checkpoint inhibitors. We discuss the genetic and cellular principles of drug resistance that span across all the therapies, as well as some of the unique mechanisms of resistance that are specific to these individual classes of therapies and the strategies that have been developed to address these modes of resistance.
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Affiliation(s)
- Swetha Kambhampati
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Joo Y. Song
- Department of Pathology, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Alex F. Herrera
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA 91010, USA
| | - Wing C. Chan
- Department of Pathology, City of Hope National Medical Center, Duarte, CA 91010, USA
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Hudečková M, Koucký V, Rottenberg J, Gál B. Gene Mutations in Circulating Tumour DNA as a Diagnostic and Prognostic Marker in Head and Neck Cancer-A Systematic Review. Biomedicines 2021; 9:1548. [PMID: 34829777 PMCID: PMC8615469 DOI: 10.3390/biomedicines9111548] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/20/2021] [Accepted: 10/21/2021] [Indexed: 01/21/2023] Open
Abstract
(1) Background: Head and Neck Squamous Cell Carcinoma (HNSCC) is one of the most common malignancies globally. An early diagnosis of this disease is crucial, and the detection of gene mutations in circulating tumour DNA (ctDNA) through a liquid biopsy is a promising non-invasive diagnostic method. This review aims to provide an overview of ctDNA mutations in HNSCC patients and discuss the potential use of this tool in diagnosis and prognosis. (2) Methods: A systematic search for articles published in the English language between January 2000 and April 2021 in the Medline and Scopus databases was conducted. (3) Results: A total of 10 studies published in nine publications were selected and analysed. Altogether, 390 samples were obtained from HNSCC patients, and 79 control samples were evaluated. The most often explored gene mutation in ctDNA was TP53. (4) Conclusions: The examination of a larger group of gene mutations and the use of a combination of multiple detection methods contribute to a higher detection rate of mutated ctDNA. More studies are necessary to verify these conclusions and to translate them into clinical practice.
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Affiliation(s)
- Markéta Hudečková
- Department of Otorhinolaryngology and Head and Neck Surgery, Faculty of Medicine, Masaryk University and St. Anne’s University Hospital, 65691 Brno, Czech Republic; (M.H.); (J.R.)
| | - Vladimír Koucký
- Department of Otorhinolaryngology and Head and Neck Surgery, First Medical Faculty, Motol University Hospital, 15000 Prague, Czech Republic;
| | - Jan Rottenberg
- Department of Otorhinolaryngology and Head and Neck Surgery, Faculty of Medicine, Masaryk University and St. Anne’s University Hospital, 65691 Brno, Czech Republic; (M.H.); (J.R.)
| | - Břetislav Gál
- Department of Otorhinolaryngology and Head and Neck Surgery, Faculty of Medicine, Masaryk University and St. Anne’s University Hospital, 65691 Brno, Czech Republic; (M.H.); (J.R.)
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Vogt SL, Patel M, Lakha A, Philip V, Omar T, Ashmore P, Pather S, Haley LM, Zheng G, Stone J, Mayne E, Stevens W, Wagner-Johnston N, Gocke CD, Martinson NA, Ambinder RF, Xian RR. Feasibility of Cell-Free DNA Collection and Clonal Immunoglobulin Sequencing in South African Patients With HIV-Associated Lymphoma. JCO Glob Oncol 2021; 7:611-621. [PMID: 33909482 PMCID: PMC8162966 DOI: 10.1200/go.20.00651] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
PURPOSE Diagnosis of AIDS lymphoma in low-resource settings, like South Africa, is often delayed, leaving patients with limited treatment options. In tuberculosis (TB) endemic regions, overlapping signs and symptoms often lead to diagnostic delays. Assessment of plasma cell-free DNA (cfDNA) by next-generation sequencing (NGS) may expedite the diagnosis of lymphoma but requires high-quality cfDNA. METHODS People living with HIV with newly diagnosed aggressive B-cell lymphoma and those with newly diagnosed TB seeking care at Chris Hani Baragwanath Academic Hospital and its surrounding clinics, in Soweto, South Africa, were enrolled in this study. Each participant provided a whole blood specimen collected in cell-stabilizing tubes. Quantity and quality of plasma cfDNA were assessed. NGS of the immunoglobulin heavy chain was performed. RESULTS Nine HIV+ patients with untreated lymphoma and eight HIV+ patients with TB, but without lymphoma, were enrolled. All cfDNA quantity and quality metrics were similar between the two groups, except that cfDNA accounted for a larger fraction of recovered plasma DNA in patients with lymphoma. The concentration of cfDNA in plasma also trended higher in patients with lymphoma. NGS of immunoglobulin heavy chain showed robust amplification of DNA, with large amplicons (> 250 bp) being more readily detected in patients with lymphoma. Clonal sequences were detected in five of nine patients with lymphoma, and none of the patients with TB. CONCLUSION This proof-of-principle study demonstrates that whole blood collected for cfDNA in a low-resource setting is suitable for sophisticated sequencing analyses, including clonal immunoglobulin NGS. The detection of clonal sequences in more than half of patients with lymphoma shows promise as a diagnostic marker that may be explored in future studies.
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Affiliation(s)
- Samantha L Vogt
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD
| | - Moosa Patel
- Clinical Haematology Unit, Department of Medicine, Chris Hani Baragwanath Academic Hospital and Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Atul Lakha
- Clinical Haematology Unit, Department of Medicine, Chris Hani Baragwanath Academic Hospital and Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Vinitha Philip
- Clinical Haematology Unit, Department of Medicine, Chris Hani Baragwanath Academic Hospital and Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Tanvier Omar
- Division of Anatomical Pathology, National Health Laboratory Service, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Philippa Ashmore
- Clinical Haematology, Netcare Olivedale Hospital, Johannesburg, South Africa
| | - Sugeshnee Pather
- Division of Anatomical Pathology, National Health Laboratory Service, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Lisa M Haley
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD
| | - Gang Zheng
- Department of Pathology, Mayo Clinic, Rochester, MN
| | - Jennifer Stone
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD
| | - Elizabeth Mayne
- Molecular Medicine and Haematology, University of the Witwatersrand, Johannesburg, South Africa
| | - Wendy Stevens
- Department of Immunology, Faculty of Health Sciences, University of Witwatersrand and National Health Laboratory Service, Johannesburg, South Africa
| | - Nina Wagner-Johnston
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD
| | - Christopher D Gocke
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD.,Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD
| | - Neil A Martinson
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD.,Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg, South Africa
| | - Richard F Ambinder
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD.,Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD.,Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD
| | - Rena R Xian
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD.,Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD
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Poynton E, Okosun J. Liquid biopsy in lymphoma: Is it primed for clinical translation? EJHAEM 2021; 2:616-627. [PMID: 35844685 PMCID: PMC9175672 DOI: 10.1002/jha2.212] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 04/22/2021] [Accepted: 04/23/2021] [Indexed: 12/23/2022]
Abstract
The simultaneous growth in our understanding of lymphoma biology and the burgeoning therapeutic options has come with a renewed drive for precision-based approaches and how best to incorporate them into contemporary and future patient care. In the hunt for accurate and sensitive biomarkers, liquid biopsies, particularly circulating tumour DNA, have come to the forefront as a promising tool in multiple cancer types including lymphomas, with considerable implications for clinical practice. Liquid biopsy analyses could supplement existing tissue biopsies with distinct advantages including the minimally invasive nature and the ease with which it can be repeated during a patient's clinical journey. Circulating tumour DNA (ctDNA) analyses has been and continues to be evaluated across lymphoma subtypes with potential applications as a diagnostic, disease monitoring and treatment selection tool. To make the leap into the clinic, these assays must demonstrate accuracy, reliability and a quick turnaround to be employed in the real-time clinical management of lymphoma patients. Here, we review the available ctDNA assays and discuss key practical and technical issues around improving sensitivity. We then focus on their potential roles in several lymphoma subtypes exemplified by recent studies and provide a glimpse of different features that can be analysed beyond ctDNA.
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Affiliation(s)
- Edward Poynton
- Centre for Haemato‐OncologyBarts Cancer Institute, Queen Mary University of LondonLondonUK
| | - Jessica Okosun
- Centre for Haemato‐OncologyBarts Cancer Institute, Queen Mary University of LondonLondonUK
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36
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Bussot L, Chevalier S, Cristante J, Grange B, Tesson B, Deteix-Santana C, Orsini-Piocelle F, Leyronnas C, Dupire S, Gressin R, Salles G, Bachy E, Emadali A, Valmary-Degano S, Huet S, Lefebvre C, Carras S. Adverse outcome in follicular lymphoma is associated with MYC rearrangements but not MYC extra copies. Br J Haematol 2021; 194:382-392. [PMID: 34155628 DOI: 10.1111/bjh.17550] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 04/09/2021] [Accepted: 04/21/2021] [Indexed: 12/29/2022]
Abstract
Follicular lymphomas (FLs) with MYC rearrangements (MYC-R) and extra copies of MYC (MYC-EC) are rare and the prognosis impact is uncertain. We conducted a retrospective study including 321 FL patients, among whom 259 (81%) had no 8q24 alterations and 62 (19%) were assigned to 8qAlt. Forty-five cases were classified as MYC-EC and six as MYC-R. MYC-R patients were significantly older (P = 0·008), had higher follicular lymphoma international prognostic index (FLIPI) stage (P = 0·05) and β2-microglobulin (β2m; P = 0·05). Among patients treated with immuno-chemotherapy, four presented a MYC-R and 25 a MYC-EC. Univariate analysis showed the absence of significant difference between MYC-EC and normal MYC (MYC-NL) regarding progression-free survival (PFS; HR1·3; 95% CI [0·4-1·6]) and specific overall survival (SOS; HR 1·6; 95% CI [0·4-5·7]). Those results were compared to data from the PRIMA trial. This confirmed that MYC-EC had no impact on PFS (P = 0·86) or SOS (P = 0·9). Conversely, MYC-R was associated with a trend to inferior outcome regarding PFS (HR : 6·1; 95% CI [2·2-17·1]; P = 0·00026), lymphoma-related death (SOS; HR 13·6; 95% CI [2·9-65]; P = 0·00014) and risk of transformation (transformation-free survival (TFS); HR 82·7; 95% CI [14·8-463·4]; P < 0·0001). In conclusion, MYC-EC has no prognostic impact in FL but MYC-R FL tended to be associated with an increased risk of transformation and poorer outcome.
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Affiliation(s)
- Lucile Bussot
- Department of Hematology, Grenoble-Alpes University Hospital, Grenoble, France
| | - Simon Chevalier
- Cellular Hematology department, Grenoble-Alpes university hospital, Grenoble, France.,Grenoble-Alpes university, Grenoble, France.,Institute for Advanced Biosciences, (INSERM U1209 / CNRS UMR5309 / UGA), Grenoble Alpes University, Grenoble, France
| | | | - Béatrice Grange
- Cytogenetic and molecular biology department, Lyon-Sud university hospital, Hospices Civils de Lyon, Lyon, France
| | | | | | | | - Cécile Leyronnas
- Department of Hematology and Medical oncology, Daniel-Hollard Institute, Grenoble, France
| | - Sophie Dupire
- Department of Hematology, Bourg-en-Bresse Hospital, Bourg-en-Bresse, France
| | - Rémy Gressin
- Department of Hematology, Grenoble-Alpes University Hospital, Grenoble, France.,Institute for Advanced Biosciences, (INSERM U1209 / CNRS UMR5309 / UGA), Grenoble Alpes University, Grenoble, France
| | - Gilles Salles
- Department of Hematology, Hospices Civils de Lyon, Lyon-Sud Hospital, Pierre Benite, France.,Claude Bernard Lyon-1 University, Lyon University, Lyon, France.,Cancer Research Center of Lyon, UMR INSERM 1052 CNRS 5286, Team «Clinical and experimental models of lymphomagenesis», Lyon, France
| | - Emmanuel Bachy
- Department of Hematology, Hospices Civils de Lyon, Lyon-Sud Hospital, Pierre Benite, France.,Claude Bernard Lyon-1 University, Lyon University, Lyon, France.,Cancer Research Center of Lyon, UMR INSERM 1052 CNRS 5286, Team «Clinical and experimental models of lymphomagenesis», Lyon, France
| | - Anouk Emadali
- Institute for Advanced Biosciences, (INSERM U1209 / CNRS UMR5309 / UGA), Grenoble Alpes University, Grenoble, France
| | - Séverine Valmary-Degano
- Grenoble-Alpes university, Grenoble, France.,Department of pathology, Grenoble Alpes University Hospital, Grenoble, France
| | - Sarah Huet
- Claude Bernard Lyon-1 University, Lyon University, Lyon, France.,Cancer Research Center of Lyon, UMR INSERM 1052 CNRS 5286, Team «Clinical and experimental models of lymphomagenesis», Lyon, France.,Hospices Civils de Lyon, Service d'Hématologie Biologique, Hôpital Lyon-Sud, Pierre Bénite, France
| | - Christine Lefebvre
- Institute for Advanced Biosciences, (INSERM U1209 / CNRS UMR5309 / UGA), Grenoble Alpes University, Grenoble, France.,Cytogenetic and molecular biology department, Grenoble-Alpes university hospital, Grenoble, France
| | - Sylvain Carras
- Department of Hematology, Grenoble-Alpes University Hospital, Grenoble, France.,Grenoble-Alpes university, Grenoble, France.,Institute for Advanced Biosciences, (INSERM U1209 / CNRS UMR5309 / UGA), Grenoble Alpes University, Grenoble, France.,Cytogenetic and molecular biology department, Grenoble-Alpes university hospital, Grenoble, France
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Bohers E, Viailly PJ, Jardin F. cfDNA Sequencing: Technological Approaches and Bioinformatic Issues. Pharmaceuticals (Basel) 2021; 14:ph14060596. [PMID: 34205827 PMCID: PMC8234829 DOI: 10.3390/ph14060596] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 06/18/2021] [Accepted: 06/18/2021] [Indexed: 12/14/2022] Open
Abstract
In the era of precision medicine, it is crucial to identify molecular alterations that will guide the therapeutic management of patients. In this context, circulating tumoral DNA (ctDNA) released by the tumor in body fluids, like blood, and carrying its molecular characteristics is becoming a powerful biomarker for non-invasive detection and monitoring of cancer. Major recent technological advances, especially in terms of sequencing, have made possible its analysis, the challenge still being its reliable early detection. Different parameters, from the pre-analytical phase to the choice of sequencing technology and bioinformatic tools can influence the sensitivity of ctDNA detection.
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38
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Yao L, Xu H, Wo J, Zhao M, Liu Z, Dong T, Xiao S. Prognostic value of circulating tumor DNA in lymphoma: a meta-analysis. Clin Exp Med 2021; 22:1-7. [PMID: 33990849 DOI: 10.1007/s10238-021-00718-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 05/03/2021] [Indexed: 01/11/2023]
Abstract
Circulating tumor DNA (ctDNA) can be used to evaluate the prognosis of lymphoma. However, there is no uniform consensus about the mechanistic role that ctDNA plays in the prognosis of lymphoma. This meta-analysis explores the prognostic value of ctDNA in lymphoma, especially in diffuse large B cell lymphoma (DLBCL). All relevant reports published as of May 14, 2020, were retrieved by searching electronic databases in Pubmed, Embase and Cochrane Library. The prognostic value of ctDNA was evaluated using meta-analysis. Revman 5.3 software was used for prognostic data extraction and analysis. Eight studies, including a total of 767 lymphoma patients, were enrolled in this meta-analysis. Five out of eight studies investigated the association between ctDNA levels and progression-free survival (PFS) in 501 lymphoma patients, indicating that high levels of ctDNA were significantly associated with poor PFS (HR 2.24, 95%CI: 1.63-3.08, P < 0.00001). We conducted a subgroup analysis of 379 patients with DLBCL across three of the studies and came to the same conclusion (HR 2.01, 95%CI: 1.42-2.85, P < 0.0001). Two studies with a total of 192 lymphoma patients described the association between ctDNA levels and event-free survival (EFS), showing that high levels of ctDNA were also associated with adverse EFS (HR 4.53, 95%CI: 1.79-11.47, P = 0.001). The remaining two studies analyzed the potential clinical value of ctDNA for predicting the overall survival time (OS) of DLBCL patients, demonstrating that high levels of ctDNA correlated with inferior OS (HR 3.09, 95%CI: 1.50-6.35, P = 0.002). Our meta-analysis showed that high levels of ctDNA were associated with poor prognosis in patients with lymphoma, especially DLBCL.
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Affiliation(s)
- Laiyu Yao
- Department of Medicine, Medical College of Qingdao University, 266003, Qingdao, China
| | - Hong Xu
- Department of Hematology, The Affiliated Hospital of Qingdao University, 266003, Qingdao, China
| | - Jinshan Wo
- Department of Cardiovascular Medicine, The Affiliated Hospital of Qingdao University, 266003, Qingdao, China
| | - Meiqing Zhao
- Department of Hematology, Eighth People's Hospital of Qingdo, 266003, Qingdao, China
| | - Zhihe Liu
- Department of Hematology, The Affiliated Hospital of Qingdao University, 266003, Qingdao, China
| | - Tieying Dong
- Department of Hematology, The Affiliated Hospital of Qingdao University, 266003, Qingdao, China
| | - Shuxin Xiao
- Department of Hematology, The Affiliated Hospital of Qingdao University, 266003, Qingdao, China.
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Stance of MRD in Non-Hodgkin's Lymphoma and its upsurge in the novel era of cell-free DNA. Clin Transl Oncol 2021; 23:2206-2219. [PMID: 33991328 DOI: 10.1007/s12094-021-02635-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 05/02/2021] [Indexed: 10/21/2022]
Abstract
Cancer genomics has evolved over the years from understanding the pathogenesis of cancer to screening the future possibilities of cancer occurrence. Understanding the genetic profile of tumors holds a prognostic as well as a predictive value in this era of therapeutic surveillance, molecular remission, and precision medicine. Identifying molecular markers in tumors is the current standard of approach, and requires an efficient combination of an accessible sample type and a profoundly sensitive technique. Liquid biopsy or cell-free DNA has evolved as a novel sample type with promising results in recent years. Although cell-free DNA has significant role in various cancer types, this review focuses on its application in Non-Hodgkin's Lymphoma. Beginning with the current concept and clinical relevance of minimal residual disease in Non-Hodgkin's lymphoma, we discuss the literature on circulating DNA and its evolving application in the realm of cutting-edge technology.
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Alig S, Macaulay CW, Kurtz DM, Dührsen U, Hüttmann A, Schmitz C, Jin MC, Sworder BJ, Garofalo A, Shahrokh Esfahani M, Nabet BY, Soo J, Scherer F, Craig AFM, Casasnovas O, Westin JR, Gaidano G, Rossi D, Roschewski M, Wilson WH, Meignan M, Diehn M, Alizadeh AA. Short Diagnosis-to-Treatment Interval Is Associated With Higher Circulating Tumor DNA Levels in Diffuse Large B-Cell Lymphoma. J Clin Oncol 2021; 39:2605-2616. [PMID: 33909455 DOI: 10.1200/jco.20.02573] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
PURPOSE Patients with Diffuse Large B-cell Lymphoma (DLBCL) in need of immediate therapy are largely under-represented in clinical trials. The diagnosis-to-treatment interval (DTI) has recently been described as a metric to quantify such patient selection bias, with short DTI being associated with adverse risk factors and inferior outcomes. Here, we characterized the relationships between DTI, circulating tumor DNA (ctDNA), conventional risk factors, and clinical outcomes, with the goal of defining objective disease metrics contributing to selection bias. PATIENTS AND METHODS We evaluated pretreatment ctDNA levels in 267 patients with DLBCL treated across multiple centers in Europe and the United States using Cancer Personalized Profiling by Deep Sequencing. Pretreatment ctDNA levels were correlated with DTI, total metabolic tumor volumes (TMTVs), the International Prognostic Index (IPI), and outcome. RESULTS Short DTI was associated with advanced-stage disease (P < .001) and higher IPI (P < .001). We also found an inverse correlation between DTI and TMTV (RS = -0.37; P < .001). Similarly, pretreatment ctDNA levels were significantly associated with stage, IPI, and TMTV (all P < .001), demonstrating that both DTI and ctDNA reflect disease burden. Notably, patients with shorter DTI had higher pretreatment ctDNA levels (P < .001). Pretreatment ctDNA levels predicted short DTI independent of the IPI (P < .001). Although each risk factor was significantly associated with event-free survival in univariable analysis, ctDNA level was prognostic of event-free survival independent of DTI and IPI in multivariable Cox regression (ctDNA: hazard ratio, 1.5; 95% CI [1.2 to 2.0]; IPI: 1.1 [0.9 to 1.3]; -DTI: 1.1 [1.0 to 1.2]). CONCLUSION Short DTI largely reflects baseline tumor burden, which can be objectively measured using pretreatment ctDNA levels. Pretreatment ctDNA levels therefore have utility for quantifying and guarding against selection biases in prospective DLBCL clinical trials.
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Affiliation(s)
- Stefan Alig
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA
| | - Charles W Macaulay
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA
| | - David M Kurtz
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA
| | - Ulrich Dührsen
- Department of Hematology, University Hospital of Essen, Essen, Germany
| | - Andreas Hüttmann
- Department of Hematology, University Hospital of Essen, Essen, Germany
| | - Christine Schmitz
- Department of Hematology, University Hospital of Essen, Essen, Germany
| | - Michael C Jin
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA
| | - Brian J Sworder
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA
| | - Andrea Garofalo
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA
| | | | - Barzin Y Nabet
- Department of Radiation Oncology, Stanford University Medical Center, Stanford, CA
| | - Joanne Soo
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA
| | - Florian Scherer
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA.,Department Medicine I, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Alexander F M Craig
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA
| | - Olivier Casasnovas
- Hematology Department, University Hospital F. Mitterrand and Inserm UMR 1231, Dijon, France
| | - Jason R Westin
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Gianluca Gaidano
- Division of Hematology, Department of Translational Medicine, University of Piemonte Orientale Amedeo Avogadro, Novara, Italy
| | - Davide Rossi
- Oncology Institute of Southern Switzerland and Institute of Oncology Research, Bellinzona, Switzerland
| | - Mark Roschewski
- National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Wyndham H Wilson
- National Cancer Institute, National Institutes of Health, Bethesda, MD
| | | | - Maximilian Diehn
- Department of Radiation Oncology, Stanford University Medical Center, Stanford, CA.,Stanford Cancer Institute, Institute for Stem Cell Biology & Regenerative Medicine, Stanford, CA
| | - Ash A Alizadeh
- Department of Medicine, Divisions of Oncology and Hematology, Stanford University, Stanford, CA.,Stanford Cancer Institute, Institute for Stem Cell Biology & Regenerative Medicine, Stanford, CA
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Ogawa M, Yokoyama K, Imoto S, Tojo A. Role of Circulating Tumor DNA in Hematological Malignancy. Cancers (Basel) 2021; 13:2078. [PMID: 33923024 PMCID: PMC8123338 DOI: 10.3390/cancers13092078] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 04/23/2021] [Indexed: 02/07/2023] Open
Abstract
With the recent advances in noninvasive approaches for cancer diagnosis and surveillance, the term "liquid biopsy" has become more familiar to clinicians, including hematologists. Liquid biopsy provides a variety of clinically useful genetic data. In this era of personalized medicine, genetic information is critical to early diagnosis, aiding risk stratification, directing therapeutic options, and monitoring disease relapse. The validity of circulating tumor DNA (ctDNA)-mediated liquid biopsies has received increasing attention. This review summarizes the current knowledge of liquid biopsy ctDNA in hematological malignancies, focusing on the feasibility, limitations, and key areas of clinical application. We also highlight recent advances in the minimal residual disease monitoring of leukemia using ctDNA. This article will be useful to those involved in the clinical practice of hematopoietic oncology.
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Affiliation(s)
- Miho Ogawa
- Division of Molecular Therapy, Advanced Clinical Research Center, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan; (M.O.); (A.T.)
| | - Kazuaki Yokoyama
- Department of Hematology/Oncology, Research Hospital, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Seiya Imoto
- Division of Health Medical Intelligence, Human Genome Center, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan;
| | - Arinobu Tojo
- Division of Molecular Therapy, Advanced Clinical Research Center, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan; (M.O.); (A.T.)
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42
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Lv L, Liu Y. Clinical Application of Liquid Biopsy in Non-Hodgkin Lymphoma. Front Oncol 2021; 11:658234. [PMID: 33816315 PMCID: PMC8013700 DOI: 10.3389/fonc.2021.658234] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 03/02/2021] [Indexed: 12/14/2022] Open
Abstract
Non-Hodgkin lymphoma (NHL) is a common type of hematological malignant tumor, composed of multiple subtypes that originate from B lymphocytes, T lymphocytes, and natural killer cells. A diagnosis of NHL depends on the results of a pathology examination, which requires an invasive tissue biopsy. However, due to their invasive nature, tissue biopsies have many limitations in clinical applications, especially in terms of evaluating the therapeutic response and monitoring tumor progression. To overcome these limitations of traditional tissue biopsies, a technique known as "liquid biopsies" (LBs) was proposed. LBs refer to noninvasive examinations that can provide biological tumor data for analysis. Many studies have shown that LBs can be broadly applied to the diagnosis, treatment, prognosis, and monitoring of NHL. This article will briefly review various LB methods that aim to improve NHL management, including the evaluation of cell-free DNA/circulating tumor DNA, microRNA, and tumor-derived exosomes extracted from peripheral blood in NHL.
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Affiliation(s)
- Liwei Lv
- Department of Hematology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yuanbo Liu
- Department of Hematology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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43
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Tan X, Yan H, Chen L, Zhang Y, Sun C. Clinical Value of ctDNA in Hematological Malignancies (Lymphomas, Multiple Myeloma, Myelodysplastic Syndrome, and Leukemia): A Meta-Analysis. Front Oncol 2021; 11:632910. [PMID: 33747954 PMCID: PMC7970179 DOI: 10.3389/fonc.2021.632910] [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: 11/24/2020] [Accepted: 02/05/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Circulating tumor DNA (ctDNA) has offered a minimally invasive approach for the detection and measurement of cancer. However, its diagnostic and prognostic value in hematological malignancies remains unclear. Materials and methods: Pubmed, Embase, and Cochrane Library were searched for relating literature. Diagnostic accuracy variables and disease progression prediction data were pooled by the Meta-Disc version 1.4 software. Review Manager version 5.4 software was applied for prognostic data analysis. Results: A total of 11 studies met our inclusion criteria. In terms of diagnosis, the pooled sensitivity and specificity were 0.51 (95% confidence intervals (CI) 0.38–0.64) and 0.96 (95% CI 0.88–1.00), respectively. The AUSROC (area under the SROC) curve was 0.89 (95%CI 0.75–1.03). When it comes to the prediction of disease progression, the overall sensitivity and specificity was 0.83 (95% CI 0.67–0.94) and 0.98 (95% CI 0.93–1.00), respectively. Moreover, a significant association also existed between the presence of ctDNA and worse progression-free survival (HR 2.63, 95% CI 1.27–5.43, p = 0.009), as well as overall survival (HR 2.92, 95% CI 1.53–5.57, p = 0.001). Conclusions: The use of ctDNA in clinical practice for hematological malignancies is promising, as it may not only contribute to diagnosis, but could also predict the prognosis of patients so as to guide treatment. In the future, more studies are needed to realize the standardization of sequencing techniques and improve the detection sensitivity of exploration methods.
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Affiliation(s)
- Xiangyu Tan
- Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Han Yan
- Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lei Chen
- Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yuyang Zhang
- Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chunyan Sun
- Department of Hematology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Collaborative Innovation Center of Hematology, Huazhong University of Science and Technology, Wuhan, China
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Ghesquières H, Rossi C, Cherblanc F, Le Guyader-Peyrou S, Bijou F, Sujobert P, Fabbro-Peray P, Bernier A, Belot A, Chartier L, Fornecker LM, Baldi I, Bouabdallah K, Laurent C, Oberic L, Morineau N, Le Gouill S, Morschhauser F, Haioun C, Damaj G, Guidez S, Labouré G, Fitoussi O, Lebras L, Gressin R, Salles G, Ysebaert L, Monnereau A. A French multicentric prospective prognostic cohort with epidemiological, clinical, biological and treatment information to improve knowledge on lymphoma patients: study protocol of the "REal world dAta in LYmphoma and survival in adults" (REALYSA) cohort. BMC Public Health 2021; 21:432. [PMID: 33653294 PMCID: PMC7927409 DOI: 10.1186/s12889-021-10433-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 02/12/2021] [Indexed: 12/24/2022] Open
Abstract
Background Age-adjusted lymphoma incidence rates continue to rise in France since the early 80’s, although rates have slowed since 2010 and vary across subtypes. Recent improvements in patient survival in major lymphoma subtypes at population level raise new questions about patient outcomes (i.e. quality of life, long-term sequelae). Epidemiological studies have investigated factors related to lymphoma risk, but few have addressed the extent to which socioeconomic status, social institutional context (i.e. healthcare system), social relationships, environmental context (exposures), individual behaviours (lifestyle) or genetic determinants influence lymphoma outcomes, especially in the general population. Moreover, the knowledge of the disease behaviour mainly obtained from clinical trials data is partly biased because of patient selection. Methods The REALYSA (“REal world dAta in LYmphoma and Survival in Adults”) study is a real-life multicentric cohort set up in French areas covered by population-based cancer registries to study the prognostic value of epidemiological, clinical and biological factors with a prospective 9-year follow-up. We aim to include 6000 patients over 4 to 5 years. Adult patients without lymphoma history and newly diagnosed with one of the following 7 lymphoma subtypes (diffuse large B-cell, follicular, marginal zone, mantle cell, Burkitt, Hodgkin, mature T-cell) are invited to participate during a medical consultation with their hematologist. Exclusion criteria are: having already received anti-lymphoma treatment (except pre-phase) and having a documented HIV infection. Patients are treated according to the standard practice in their center. Clinical data, including treatment received, are extracted from patients’ medical records. Patients’ risk factors exposures and other epidemiological data are obtained at baseline by filling out a questionnaire during an interview led by a clinical research assistant. Biological samples are collected at baseline and during treatment. A virtual tumor biobank is constituted for baseline tumor samples. Follow-up data, both clinical and epidemiological, are collected every 6 months in the first 3 years and every year thereafter. Discussion This cohort constitutes an innovative platform for clinical, biological, epidemiological and socio-economic research projects and provides an opportunity to improve knowledge on factors associated to outcome of lymphoma patients in real life. Trial registration 2018-A01332–53, ClinicalTrials.gov identifier: NCT03869619. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-021-10433-4.
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Affiliation(s)
- Hervé Ghesquières
- Hospices Civils de Lyon, Lyon Sud Hospital, 165 Chemin du Grand Revoyet, 69310, Pierre-Bénite, France.
| | - Cédric Rossi
- CHU Dijon, 10 Boulevard Maréchal De Lattre De Tassigny, 21000, Dijon, France
| | - Fanny Cherblanc
- LYSARC, 165 Chemin du Grand Revoyet, 69310, Pierre-Bénite, France
| | | | - Fontanet Bijou
- Bergonié Institute, 229 Cours de l'Argonne, 33076, Bordeaux, France
| | - Pierre Sujobert
- Hospices Civils de Lyon, Lyon Sud Hospital, 165 Chemin du Grand Revoyet, 69310, Pierre-Bénite, France
| | | | - Adeline Bernier
- LYSARC, 165 Chemin du Grand Revoyet, 69310, Pierre-Bénite, France
| | - Aurélien Belot
- LYSARC, 165 Chemin du Grand Revoyet, 69310, Pierre-Bénite, France
| | - Loic Chartier
- LYSARC, 165 Chemin du Grand Revoyet, 69310, Pierre-Bénite, France
| | - Luc-Matthieu Fornecker
- Cancerology Institute Strasbourg Europe, Avenue Molière, BP 428, 67098, Strasbourg, France
| | - Isabelle Baldi
- Inserm U1219 - EPICENE team, Université de Bordeaux, Bordeaux, France
| | | | - Camille Laurent
- Toulouse Research Center in Cancerology, 2 Avenue Hubert Curien, 31037, Toulouse, France
| | - Lucie Oberic
- IUCT Oncopole, 1 Avenue Irène Joliot Curie, 31100, Toulouse, France
| | - Nadine Morineau
- CHD Vendée, Boulevard Stéphane Moreau, 85000, La Roche-sur-Yon, France
| | | | | | - Corinne Haioun
- Henri Mondor Hospital, 51 Avenue du Maréchal de Lattre de Tassigny, 94010, Créteil, France
| | - Gandhi Damaj
- Hematology Institute of Basse Normandie, 6 Avenue Côte de Nacre, 14033, Caen, France
| | | | - Gaëlle Labouré
- CH Libourne, 112 Rue de la Marne, 33500, Libourne, France
| | - Olivier Fitoussi
- Polyclinique Bordeaux Nord Aquitaine, 15-35 Rue Claude Boucher, 33300, Bordeaux, France
| | - Laure Lebras
- Léon Bérard Center, 28 rue Laennec, 69008, Lyon, France
| | - Rémy Gressin
- CHU Grenoble, Bd de la Chantourne BP 217, 38043, Grenoble, France
| | - Gilles Salles
- Hospices Civils de Lyon, Lyon Sud Hospital, 165 Chemin du Grand Revoyet, 69310, Pierre-Bénite, France
| | - Loïc Ysebaert
- IUCT Oncopole, 1 Avenue Irène Joliot Curie, 31100, Toulouse, France
| | - Alain Monnereau
- Inserm U1219 - EPICENE team, Université de Bordeaux, Bordeaux, France
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Lim JK, Kuss B, Talaulikar D. Role of cell-free DNA in haematological malignancies. Pathology 2021; 53:416-426. [PMID: 33648721 DOI: 10.1016/j.pathol.2021.01.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Accepted: 01/17/2021] [Indexed: 12/13/2022]
Abstract
Cell-free DNA (cfDNA) consists of fragments of double stranded DNA that are found in the circulation. They are released from the apoptosis of both normal haemopoietic cells and malignant cells. The use of cfDNA from easily accessible peripheral blood samples has created a new strategy in studying molecular genomics in haematological malignancies. Its use in diagnosis, prognosis and monitoring potentially precludes the need for repeated tissue samples, i.e., bone marrow biopsy or primary tissue biopsy. It also potentially provides a more comprehensive analysis of the disease as cfDNA are released from tumours from multiple sites of the body. While cfDNA research is still in its infancy, given its potential and the expansion in next generation sequencing (NGS) it has attracted a lot of attention in recent years. This review will focus on acute leukaemia, multiple myeloma and lymphoma and the potential diagnostic and prognostic implications of cfDNA, its role in response assessment and in detection of disease relapse.
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Affiliation(s)
- Jun K Lim
- Department of Haematology, The Canberra Hospital, Canberra, ACT, Australia
| | - Bryone Kuss
- Department of Molecular Medicine and Genetics, Flinders University/Flinders Medical Centre, SA Pathology Laboratories, Adelaide, SA, Australia
| | - Dipti Talaulikar
- Department of Haematology, The Canberra Hospital, Canberra, ACT, Australia; College of Health and Medicine, Australian National University, Canberra, ACT, Australia.
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Lakhotia R, Roschewski M. Circulating tumour DNA in B-cell lymphomas: current state and future prospects. Br J Haematol 2021; 193:867-881. [PMID: 33550600 DOI: 10.1111/bjh.17251] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Accepted: 11/03/2020] [Indexed: 12/19/2022]
Abstract
Circulating tumour DNA (ctDNA) is a highly versatile analyte and an emerging biomarker for detection of tumour-specific sequences in lymphoid malignancies. Since ctDNA is derived from tumour cells throughout the body, it overcomes fundamental limitations of tissue biopsies by capturing the complete molecular profile of tumours, including those from inaccessible anatomic locations. Assays for ctDNA are minimally invasive and serial sampling monitors the effectiveness of therapy and identifies minimal residual disease below the detection limit of standard imaging scans. Dynamic changes in ctDNA levels measure real-time tumour kinetics, and early reductions in ctDNA during treatment correlate with clinical outcomes in multiple B-cell lymphomas. After therapy, ctDNA can effectively discriminate between patients who achieved a complete molecular remission from those with residual treatment-resistant disease. Serial monitoring of ctDNA after therapy can detect early molecular relapse and identify drug-resistant clones that harbour targetable mutations. In order for ctDNA to reach its full potential, the standardization and harmonization of the optimal pre-analytical and analytical techniques for B-cell lymphomas is a critically necessary requirement. Prospective validation of ctDNA within clinical studies is also required to determine its clinical utility as an adjunctive decision-making tool.
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Affiliation(s)
- Rahul Lakhotia
- Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Mark Roschewski
- Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
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Lumish M, Falchi L, Imber BS, Scordo M, von Keudell G, Joffe E. How we treat mature B-cell neoplasms (indolent B-cell lymphomas). J Hematol Oncol 2021; 14:5. [PMID: 33407745 PMCID: PMC7789477 DOI: 10.1186/s13045-020-01018-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 12/02/2020] [Indexed: 12/30/2022] Open
Abstract
Mature B cell neoplasms, previously indolent non-Hodgkin lymphomas (iNHLs), are a heterogeneous group of malignancies sharing similar disease courses and treatment paradigms. Most patients with iNHL have an excellent prognosis, and in many, treatment can be deferred for years. However, some patients will have an accelerated course and may experience transformation into aggressive lymphomas. In this review, we focus on management concepts shared across iNHLs, as well as histology-specific strategies. We address open questions in the field, including the influence of genomics and molecular pathway alterations on treatment decisions. In addition, we review the management of uncommon clinical entities including nodular lymphocyte-predominant Hodgkin lymphoma, hairy cell leukemia, splenic lymphoma and primary lymphoma of extranodal sites. Finally, we include a perspective on novel targeted therapies, antibodies, antibody-drug conjugates, bispecific T cell engagers and chimeric antigen receptor T cell therapy.
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Affiliation(s)
- Melissa Lumish
- Lymphoma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, SR-441B, New York, NY, 10065, USA
| | - Lorenzo Falchi
- Lymphoma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, SR-441B, New York, NY, 10065, USA
| | - Brandon S Imber
- Lymphoma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, SR-441B, New York, NY, 10065, USA
| | - Michael Scordo
- Lymphoma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, SR-441B, New York, NY, 10065, USA
| | - Gottfried von Keudell
- Lymphoma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, SR-441B, New York, NY, 10065, USA
| | - Erel Joffe
- Lymphoma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, SR-441B, New York, NY, 10065, USA.
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The future of cell-free DNA testing to guide therapeutic decisions in B-cell lymphomas. Curr Opin Hematol 2020; 26:281-287. [PMID: 31082825 DOI: 10.1097/moh.0000000000000516] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
PURPOSE OF REVIEW Tissue biopsy is the current gold standard technique for diagnosis and molecular profiling of lymphomas, but it carries several disadvantages in terms of procedural risks (infectious and haemorrhagic complications, anaesthesiologic risks) and analytic aspects (heterogeneity of tumors, low representation of tumor cells in the tissue). Noninvasive genotyping of B-cell lymphomas through circulating tumor DNA (ctDNA) is emerging as a practical tool to monitor the genetics and course of the disease from diagnosis to eventual relapse.This review will explore recent advances in the field of liquid biopsy in lymphomas, highlighting their clinical implications. RECENT FINDINGS ctDNA has been recently proposed an alternative source of tumor DNA for genotyping purposes, especially for those samples having low tumor representation or when longitudinal genetic monitoring is limited by the inaccessibility of relapsed tumor tissues. Also, ctDNA has been recently proposed radiation-free tool for the early identification of chemorefractory lymphoma patients. SUMMARY The detection of ctDNA circulating in the bloodstream of lymphoma patients can inform about the genetics of the disease at diagnosis identifying druggable alterations, detect the onset of mutation of resistance during treatment, anticipate about relapse earlier than standard methods [e.g. PET associated with computed tomography (PET/CT)] during follow-up.
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Nagy Á, Bátai B, Balogh A, Illés S, Mikala G, Nagy N, Kiss L, Kotmayer L, Matolcsy A, Alpár D, Masszi T, Masszi A, Bödör C. Quantitative Analysis and Monitoring of EZH2 Mutations Using Liquid Biopsy in Follicular Lymphoma. Genes (Basel) 2020; 11:genes11070785. [PMID: 32668764 PMCID: PMC7397208 DOI: 10.3390/genes11070785] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Revised: 06/25/2020] [Accepted: 07/07/2020] [Indexed: 12/25/2022] Open
Abstract
Recent advances in molecular technologies enable sensitive and quantitative assessment of circulating tumor DNA, offering a noninvasive disease monitoring tool for patients with malignant disorders. Here, we demonstrated on four follicular lymphoma cases that circulating tumor DNA based EZH2 mutation analysis performed by a highly sensitive droplet digital PCR method may be a valuable treatment monitoring approach in EZH2 mutant follicular lymphoma. EZH2 variant allele frequencies changed in parallel with the volume of metabolically active tumor sites observed on 18F-fluorodeoxyglucose positron emission tomography combined with computer tomography (PET-CT) scans. Variant allele frequencies of EZH2 mutations decreased or were eliminated rapidly upon successful treatment, with treatment failure being associated with elevated EZH2 variant allele frequencies. We also demonstrated spatial heterogeneity in a patient with two different EZH2 mutations in distinct anatomical sites, with both mutations simultaneously detected in the liquid biopsy specimen. In summary, circulating tumor DNA based EZH2 mutation analysis offers a rapid, real-time, radiation-free monitoring tool for sensitive detection of EZH2 mutations deriving from different anatomical sites in follicular lymphoma patients receiving immunochemotherapy.
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Affiliation(s)
- Ákos Nagy
- MTA-SE Lendület Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (B.B.); (N.N.); (L.K.); (L.K.); (A.M.); (D.A.)
- Correspondence: (Á.N.); (C.B.)
| | - Bence Bátai
- MTA-SE Lendület Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (B.B.); (N.N.); (L.K.); (L.K.); (A.M.); (D.A.)
| | - Alexandra Balogh
- 3rd Department of Internal Medicine, Semmelweis University, 1088 Budapest, Hungary; (A.B.); (S.I.); (T.M.); (A.M.)
| | - Sarolta Illés
- 3rd Department of Internal Medicine, Semmelweis University, 1088 Budapest, Hungary; (A.B.); (S.I.); (T.M.); (A.M.)
| | - Gábor Mikala
- National Institute of Hematology and Infectious Diseases, Central Hospital of Southern Pest, 1097 Budapest, Hungary;
| | - Noémi Nagy
- MTA-SE Lendület Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (B.B.); (N.N.); (L.K.); (L.K.); (A.M.); (D.A.)
| | - Laura Kiss
- MTA-SE Lendület Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (B.B.); (N.N.); (L.K.); (L.K.); (A.M.); (D.A.)
| | - Lili Kotmayer
- MTA-SE Lendület Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (B.B.); (N.N.); (L.K.); (L.K.); (A.M.); (D.A.)
| | - András Matolcsy
- MTA-SE Lendület Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (B.B.); (N.N.); (L.K.); (L.K.); (A.M.); (D.A.)
- Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet, Karolinska University Hospital, 171 77 Stockholm, Sweden
| | - Donát Alpár
- MTA-SE Lendület Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (B.B.); (N.N.); (L.K.); (L.K.); (A.M.); (D.A.)
| | - Tamás Masszi
- 3rd Department of Internal Medicine, Semmelweis University, 1088 Budapest, Hungary; (A.B.); (S.I.); (T.M.); (A.M.)
| | - András Masszi
- 3rd Department of Internal Medicine, Semmelweis University, 1088 Budapest, Hungary; (A.B.); (S.I.); (T.M.); (A.M.)
| | - Csaba Bödör
- MTA-SE Lendület Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary; (B.B.); (N.N.); (L.K.); (L.K.); (A.M.); (D.A.)
- Correspondence: (Á.N.); (C.B.)
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Huet S, Salles G. Potential of Circulating Tumor DNA for the Management of Patients With Lymphoma. JCO Oncol Pract 2020; 16:561-568. [PMID: 32421389 DOI: 10.1200/jop.19.00691] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
The characterization of circulating tumor-derived DNA (ctDNA) has recently emerged in the field of oncology as a powerful method to identify tumor-specific genetic aberrations using peripheral blood testing. Several technical precautions are needed at the pre-analytic stage (given the short half-life of free nucleic acids in plasma), and numerous techniques-with different sensitivities-are available to identify these molecular aberrations, ranging from the detection of single point mutations to extended genetic screening panels. Although a "liquid biopsy" cannot be substituted for the pathological examination of tissue specimens for diagnostic purposes, it can sometimes complement pathology results or serve as a proxy approach for particular lymphoma presentations where biopsies are sometimes difficult to perform. Moreover, ctDNA testing can characterize, at diagnosis or during treatment, mutations that may contribute to the choice of an optimal targeted therapy (such as Bruton tyrosine kinase or EZH2 inhibitors) or detect the emergence of resistance to those therapies. High levels of ctDNA before treatment appear to be correlated with advanced disease stages and prognosis in diffuse large B-cell and follicular lymphomas. Real-time follow-up of ctDNA levels during therapy in several lymphoma subtypes (diffuse large B-cell and Hodgkin lymphomas) has been explored: preliminary studies have demonstrated that this monitoring technique can predict clinical outcomes (end of treatment response and risk of progression after treatment completion) and that this approach may complement the information provided by metabolic imaging assessments. Technical standardization and careful prospective evaluation of the role of ctDNA monitoring in clinical studies represent current important challenges to allowing its application in routine practice.
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Affiliation(s)
- Sarah Huet
- Hospices Civils de Lyon, Service d'Hématologie Biologique, Hôpital Lyon-Sud, Pierre Bénite, France.,Université Claude Bernard Lyon-1, Université de Lyon, Lyon, France.,Centre de Recherche en Cancérologie de Lyon, UMR INSERM 1052 CNRS 5286, Equipe "Clinical and experimental models of lymphomagenesis," Lyon, France
| | - Gilles Salles
- Université Claude Bernard Lyon-1, Université de Lyon, Lyon, France.,Centre de Recherche en Cancérologie de Lyon, UMR INSERM 1052 CNRS 5286, Equipe "Clinical and experimental models of lymphomagenesis," Lyon, France.,Hospices Civils de Lyon, Service d'Hématologie Clinique, Hôpital Lyon-Sud, Pierre Bénite France
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