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Hatiboglu MA, Karacam B, Khan I, Akdur K, Elbasan EB, Mahfooz S, Seyithanoglu MH, Cetin G, Papaker MG, Oztanir MN. Liquid biopsy for CNS lymphoma: CSF exosomes and CSF exosomal miR-15a, miR-21, miR-155, miR-210, and miR-19b are promising biomarkers for diagnosis. Mol Biol Rep 2024; 51:1035. [PMID: 39361107 DOI: 10.1007/s11033-024-09967-8] [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: 07/29/2024] [Accepted: 09/23/2024] [Indexed: 10/05/2024]
Abstract
BACKGROUND Central nervous system lymphoma (CNSL) is a devastating disease with a poor prognosis. Early diagnosis, monitoring of the treatment response, and outcome prediction carry the utmost importance in the management of patients with CNSL. Surgical biopsy is the gold standard for tissue diagnosis, however, this procedure has potential complications. Therefore, there is a need for a method that provides information about diagnosis and patient monitoring to avoid surgical risks. The study aimed to investigate potential diagnostic biomarkers for patients with CNSL. METHODS AND RESULTS Patients with secondary CNSL were included in this study. Serum and cerebrospinal fluid (CSF) samples were collected before treatment and after completion of the treatment. Cell-free DNA (cfDNA), exosomes, free and exosomal microRNA (miR)-15a, miR-21, miR-155, miR-210, and miR-19b in both serum and CSF were examined, and they were compared with the controls. Also, their levels before and after treatment were compared. Nine patients with the diagnosis of secondary CNSL were reviewed. cfDNA, miR-15a, and miR-155 in serum, and exosome in CSF were found to be significantly higher in CNSL patients compared to the controls. Exosomal miR-15a, miR-21, miR-155, miR-210, and miR-19b in CSF were found to be significantly higher in CNSL patients compared to controls, whereas their levels in serum were not significantly high. CONCLUSIONS Our findings suggested that exosomes and exosomal miR-15a, miR-21, miR-155, miR-210 and miR-19b in CSF would be promising biomarkers for the diagnosis of patients with CNSL. Further studies are needed to confirm our findings.
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Affiliation(s)
- Mustafa Aziz Hatiboglu
- Department of Neurosurgery, Bezmialem Vakif University Medical School, Vatan Street, Fatih, Istanbul, Turkey.
- Department of Molecular Biology, Beykoz Institute of Life Sciences and Biotechnology, Bezmialem Vakif University, Yalikoy, Beykoz, Istanbul, Turkey.
| | - Busra Karacam
- Department of Molecular Biology, Beykoz Institute of Life Sciences and Biotechnology, Bezmialem Vakif University, Yalikoy, Beykoz, Istanbul, Turkey
| | - Imran Khan
- Department of Molecular Biology, Beykoz Institute of Life Sciences and Biotechnology, Bezmialem Vakif University, Yalikoy, Beykoz, Istanbul, Turkey
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Kerime Akdur
- Department of Neurosurgery, Bezmialem Vakif University Medical School, Vatan Street, Fatih, Istanbul, Turkey
| | - Elif Burce Elbasan
- Department of Molecular Biology, Beykoz Institute of Life Sciences and Biotechnology, Bezmialem Vakif University, Yalikoy, Beykoz, Istanbul, Turkey
| | - Sadaf Mahfooz
- Department of Molecular Biology, Beykoz Institute of Life Sciences and Biotechnology, Bezmialem Vakif University, Yalikoy, Beykoz, Istanbul, Turkey
| | - Mehmet Hakan Seyithanoglu
- Department of Neurosurgery, Bezmialem Vakif University Medical School, Vatan Street, Fatih, Istanbul, Turkey
| | - Guven Cetin
- Department of Hematology, Bezmialem Vakif University Medical School, Vatan Street, Fatih, Istanbul, Turkey
| | - Meliha Gundag Papaker
- Department of Neurosurgery, Bezmialem Vakif University Medical School, Vatan Street, Fatih, Istanbul, Turkey
| | - Mustafa Namik Oztanir
- Department of Neurosurgery, Bezmialem Vakif University Medical School, Vatan Street, Fatih, Istanbul, Turkey
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Wang S, Mouliere F, Pegtel DM, Chamuleau MED. Turning the tide in aggressive lymphoma: liquid biopsy for risk-adapted treatment strategies. Trends Mol Med 2024; 30:660-672. [PMID: 38692937 DOI: 10.1016/j.molmed.2024.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 03/30/2024] [Accepted: 04/04/2024] [Indexed: 05/03/2024]
Abstract
Diffuse large B cell lymphoma (DLBCL) exhibits significant biological and clinical heterogeneity that presents challenges for risk stratification and disease surveillance. Existing tools for risk stratification, including the international prognostic index (IPI), tissue molecular analyses, and imaging, have limited accuracy in predicting outcomes. The therapeutic landscape for aggressive lymphoma is rapidly evolving, and there is a pressing need to identify patients at risk of refractory or relapsed (R/R) disease in the context of personalized therapy. Liquid biopsy, a minimally invasive method for cancer signal detection, has been explored to address these challenges. We review advances in liquid biopsy strategies focusing on circulating nucleic acids in DLBCL patients and highlight their clinical potential. We also provide recommendations for biomarker-guided trials to support risk-adapted treatment modalities.
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Affiliation(s)
- Steven Wang
- Department of Hematology, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan, 1117, Amsterdam, The Netherlands; Imaging and Biomarkers, Cancer Center Amsterdam, De Boelelaan, 1117, Amsterdam, The Netherlands
| | - Florent Mouliere
- Department of Pathology, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan, 1117, Amsterdam, The Netherlands; Imaging and Biomarkers, Cancer Center Amsterdam, De Boelelaan, 1117, Amsterdam, The Netherlands; Cancer Research UK National Biomarker Centre, University of Manchester, Wilmslow Road, Manchester, UK
| | - D Michiel Pegtel
- Department of Pathology, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan, 1117, Amsterdam, The Netherlands; Imaging and Biomarkers, Cancer Center Amsterdam, De Boelelaan, 1117, Amsterdam, The Netherlands
| | - Martine E D Chamuleau
- Department of Hematology, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan, 1117, Amsterdam, The Netherlands; Imaging and Biomarkers, Cancer Center Amsterdam, De Boelelaan, 1117, Amsterdam, The Netherlands.
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3
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Cherng HJJ, Herrera A. Circulating Tumor DNA in Diffuse Large B-Cell Lymphoma: from Bench to Bedside? Curr Treat Options Oncol 2024; 25:659-678. [PMID: 38656685 DOI: 10.1007/s11864-024-01201-8] [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: 03/25/2024] [Indexed: 04/26/2024]
Abstract
OPINION STATEMENT Diffuse large B-cell lymphoma (DLBCL) is a curable disease with variable outcomes due to underlying heterogeneous clinical and molecular features-features that are insufficiently characterized with our current tools. Due to these limitations, treatment largely remains a "one-size-fits-all" approach. Circulating tumor DNA (ctDNA) is a novel biomarker in cancers that is increasingly utilized for risk stratification and response assessment. ctDNA is readily detectable from the plasma of patients with DLBCL but has not yet been incorporated into clinical care to guide treatment. Here, we describe how ctDNA sequencing represents a promising technology in development to personalize the care of patients with DLBCL. We will review the different types of ctDNA assays being studied and the rapidly growing body of evidence supporting the utility of ctDNA in different treatment settings in DLBCL. Risk stratification by estimation of tumor burden and liquid genotyping, molecular response assessment during treatment, and monitoring for measurable residual disease (MRD) to identify therapy resistance and predict clinical relapse are all potential applications of ctDNA. It is time for clinical trials in DLBCL to utilize ctDNA as an integral biomarker for patient selection, response-adapted designs, and surrogate endpoints. As more ctDNA assays become commercially available for routine use, clinicians should consider liquid biopsy when treatment response is equivocal on imaging. Incorporating MRD may also guide decision-making if patients experience severe treatment toxicities. Though important barriers remain, we believe that ctDNA will soon be ready to transition from bench to bedside to individualize treatment for our patients with DLBCL.
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MESH Headings
- Lymphoma, Large B-Cell, Diffuse/therapy
- Lymphoma, Large B-Cell, Diffuse/diagnosis
- Lymphoma, Large B-Cell, Diffuse/blood
- Lymphoma, Large B-Cell, Diffuse/genetics
- Humans
- Circulating Tumor DNA/blood
- Biomarkers, Tumor/blood
- Liquid Biopsy/methods
- Disease Management
- Translational Research, Biomedical
- Precision Medicine/methods
- Prognosis
- Clinical Decision-Making
- Disease Susceptibility
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Affiliation(s)
- Hua-Jay J Cherng
- Lymphoma Service, Division of Hematology & Oncology, Columbia University Irving Medical Center, 177 Fort Washington Avenue, 6GN-Rm 435, New York, NY, 10032, USA.
| | - Alex Herrera
- Division of Lymphoma, Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA, USA
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4
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Roschewski M, Patel MR, Reagan PM, Saba NS, Collins GP, Arkenau HT, de Vos S, Nuttall B, Acar M, Burke K, White RD, Udriste M, Sharma S, Dougherty B, Stetson D, Jenkins D, Mortlock A, Forcina A, Munugalavadla V, Flinn I. Phase I Study of Acalabrutinib Plus Danvatirsen (AZD9150) in Relapsed/Refractory Diffuse Large B-Cell Lymphoma Including Circulating Tumor DNA Biomarker Assessment. Clin Cancer Res 2023; 29:3301-3312. [PMID: 37364001 PMCID: PMC10472096 DOI: 10.1158/1078-0432.ccr-22-2483] [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: 08/11/2022] [Revised: 01/16/2023] [Accepted: 06/21/2023] [Indexed: 06/28/2023]
Abstract
PURPOSE Novel targeted and immunotherapies have improved outcomes in relapsed/refractory (R/R) diffuse large B-cell lymphoma (DLBCL), but toxicities limit widespread use. The selective Bruton tyrosine kinase (BTK) inhibitor acalabrutinib has activity in patients with R/R DLBCL but durable responses are uncommon. STAT3 inhibition has demonstrated clinical activity in DLBCL. PATIENTS AND METHODS Final results of the phase I study of acalabrutinib plus STAT3 inhibitor (danvatirsen; AZD9150) in patients with R/R DLBCL are reported. Danvatirsen 200 mg intravenous infusion [Days 1, 3, 5 (Cycle 1); weekly infusions starting Day 8, Cycle 1] was administered in combination with oral acalabrutinib 100 mg twice daily until progressive disease (PD) or unacceptable toxicity. Primary endpoints were safety and tolerability. Secondary endpoints included efficacy, pharmacokinetics, and immunogenicity. RESULTS Seventeen patients received combination treatment. One dose-limiting toxicity (Grade 3 liver transaminase) occurred in 1 patient. The most common reason for treatment discontinuation was PD (65%). In evaluable patients (n = 17), objective response rate was 24%; median duration of response was 1.9 months. All responders with available DLBCL cell-of-origin data were either activated B-cell or nongerminal center B-cell like subtype. Genetic subtype did not correlate with response. Baseline and longitudinal plasma cell-free DNA (cfDNA) concentrations were mostly higher in nonresponding patients. cfDNA changes were generally concordant with imaging. Pretreatment circulating B-cell levels were higher in responders versus nonresponders. CONCLUSIONS Targeting both STAT3 and BTK in combination is safe and tolerable but efficacy is limited in R/R DLBCL. Results support evaluation of circulating tumor DNA as a biomarker for clinical response.
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Affiliation(s)
- Mark Roschewski
- Lymphoid Malignancies Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Manish R. Patel
- Florida Cancer Specialists/Sarah Cannon Research Institute, Sarasota, Florida
| | - Patrick M. Reagan
- Division of Hematology/Oncology, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
| | - Nakhle S. Saba
- Section of Hematology and Medical Oncology, Deming Department of Medicine, Tulane University, New Orleans, Louisiana
| | - Graham P. Collins
- NIHR Oxford Biomedical Research Centre, Oxford Cancer and Haematology Centre, Churchill Hospital, Oxford, United Kingdom
| | | | - Sven de Vos
- David Geffen School of Medicine at UCLA, Los Angeles, California
| | | | - Melih Acar
- AstraZeneca, South San Francisco, California
| | | | | | | | | | | | | | | | | | | | | | - Ian Flinn
- Sarah Cannon Research Institute, Nashville, Tennessee
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Fader KA, Gosink MM, Xia S, Lanz TA, Halsey C, Vaidya VS, Radi ZA. Thymic lymphoma detection in RORγ knockout mice using 5-hydroxymethylcytosine profiling of circulating cell-free DNA. Toxicol Appl Pharmacol 2023; 473:116582. [PMID: 37295732 DOI: 10.1016/j.taap.2023.116582] [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: 05/24/2023] [Accepted: 06/04/2023] [Indexed: 06/12/2023]
Abstract
A high incidence of thymic lymphoma has been noted in mice deficient of retinoid-related orphan receptor γ2 (RORγ2), which is required for differentiation of naïve CD4+ T cells into TH17 cells. Using a RORγ homozygous knockout (KO) mouse model of thymic lymphoma, we characterized this tumor progression and investigated the utility of 5-hydroxymethylcytosine (5hmC) signatures as a non-invasive circulating biomarker for early prediction of malignancy. No evidence for malignancy was noted in the wild-type mice, while primary thymic lymphoma with multi-organ metastasis was observed microscopically in 97% of the homozygous RORγ KO mice. The severity of thymic lymphoma was not age-dependent in the KO mice of 2 to 4 months old. Differential enrichment of 5hmC in thymic DNA and plasma cell-free DNA (cfDNA) was compared across different stages of tumor progression. Random forest modeling of plasma cfDNA achieved good predictivity (AUC = 0.74) in distinguishing early non-metastatic thymic lymphoma compared to cancer-free controls, while perfect predictivity was achieved with advanced multi-organ metastatic disease (AUC = 1.00). Lymphoid-specific genes involved in thymocyte selection during T cell development (Themis, Tox) were differentially enriched in both plasma and thymic tissue. This could help in differentiating thymic lymphoma from other tumors commonly detected in rodent carcinogenicity studies used in pharmaceutical drug development to inform human malignancy risk. Overall, these results provide a proof-of-concept for using circulating cfDNA profiles in rodent carcinogenicity studies for early risk assessment of novel pharmaceutical targets.
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Affiliation(s)
- Kelly A Fader
- Pfizer Worldwide Research, Development and Medical; Early Clinical Development; Groton, CT, USA.
| | - Mark M Gosink
- Boehringer Ingelheim Pharmaceuticals, Inc.; Ridgefield, CT, USA
| | - Shuhua Xia
- Pfizer Worldwide Research, Development and Medical; Drug Safety Research and Development; Groton, CT, USA
| | - Thomas A Lanz
- Pfizer Worldwide Research, Development and Medical; Drug Safety Research and Development; Groton, CT, USA
| | - Charles Halsey
- Pfizer Worldwide Research, Development and Medical; Drug Safety Research and Development; Groton, CT, USA
| | - Vishal S Vaidya
- Pfizer Worldwide Research, Development and Medical; Drug Safety Research and Development; Cambridge, MA, USA
| | - Zaher A Radi
- Pfizer Worldwide Research, Development and Medical; Drug Safety Research and Development; Cambridge, MA, USA
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6
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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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7
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From Biology to Diagnosis and Treatment: The Ariadne’s Thread in Cancer of Unknown Primary. Int J Mol Sci 2023; 24:ijms24065588. [PMID: 36982662 PMCID: PMC10053301 DOI: 10.3390/ijms24065588] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/10/2023] [Accepted: 03/13/2023] [Indexed: 03/17/2023] Open
Abstract
Cancer of unknown primary (CUP) encloses a group of heterogeneous tumours, the primary sites for which cannot be identified at the time of diagnosis, despite extensive investigations. CUP has always posed major challenges both in its diagnosis and management, leading to the hypothesis that it is rather a distinct entity with specific genetic and phenotypic aberrations, considering the regression or dormancy of the primary tumour; the development of early, uncommon systemic metastases; and the resistance to therapy. Patients with CUP account for 1–3% of all human malignancies and can be categorised into two prognostic subsets according to their clinicopathologic characteristics at presentation. The diagnosis of CUP mainly depends on the standard evaluation comprising a thorough medical history; complete physical examination; histopathologic morphology and algorithmic immunohistochemistry assessment; and CT scan of the chest, abdomen, and pelvis. However, physicians and patients do not fare well with these criteria and often perform additional time-consuming evaluations to identify the primary tumour site to guide treatment decisions. The development of molecularly guided diagnostic strategies has emerged to complement traditional procedures but has been disappointing thus far. In this review, we present the latest data on CUP regarding the biology, molecular profiling, classification, diagnostic workup, and treatment.
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Targeting DNA Methylation in Leukemia, Myelodysplastic Syndrome, and Lymphoma: A Potential Diagnostic, Prognostic, and Therapeutic Tool. Int J Mol Sci 2022; 24:ijms24010633. [PMID: 36614080 PMCID: PMC9820560 DOI: 10.3390/ijms24010633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 12/19/2022] [Accepted: 12/20/2022] [Indexed: 12/31/2022] Open
Abstract
DNA methylation represents a crucial mechanism of epigenetic regulation in hematologic malignancies. The methylation process is controlled by specific DNA methyl transferases and other regulators, which are often affected by genetic alterations. Global hypomethylation and hypermethylation of tumor suppressor genes are associated with hematologic cancer development and progression. Several epi-drugs have been successfully implicated in the treatment of hematologic malignancies, including the hypomethylating agents (HMAs) decitabine and azacytidine. However, combinations with other treatment modalities and the discovery of new molecules are still the subject of research to increase sensitivity to anti-cancer therapies and improve patient outcomes. In this review, we summarized the main functions of DNA methylation regulators and genetic events leading to changes in methylation landscapes. We provide current knowledge about target genes with aberrant methylation levels in leukemias, myelodysplastic syndromes, and malignant lymphomas. Moreover, we provide an overview of the clinical trials, focused mainly on the combined therapy of HMAs with other treatments and its impact on adverse events, treatment efficacy, and survival rates among hematologic cancer patients. In the era of precision medicine, a transition from genes to their regulation opens up the possibility of an epigenetic-based approach as a diagnostic, prognostic, and therapeutic tool.
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Shi S, Wang B, Wan J, Song L, Zhu G, Du J, Ye L, Zhao Q, Cai J, Chen Q, Xiao K, He J, Yu L, Dai Z. TMEM106A transcriptionally regulated by promoter methylation is involved in invasion and metastasis of hepatocellular carcinoma. Acta Biochim Biophys Sin (Shanghai) 2022; 54:1008-1020. [PMID: 35713314 PMCID: PMC9827947 DOI: 10.3724/abbs.2022069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 05/17/2022] [Indexed: 11/25/2022] Open
Abstract
Expression of transmembrane protein 106A (TMEM106A) has been reported to be dysregulated in several types of cancers. However, the role of TMEM106A in hepatocellular carcinoma (HCC) is still unknown. In the present study, we demonstrate that TMEM106A is markedly downregulated in HCC compared with normal liver tissue. In particular, tumor-specific DNA methylation of TMEM106A is frequently observed in tumor tissues from HCC patients. Immunohistochemistry and pyrosequencing reveal a significant relationship between TMEM106A methylation and downregulation of protein expression. Receiver operating characteristic (ROC) curve analysis reveals that methylation of TMEM106A in tumor samples is different from that in non-malignant adjacent tissues of HCC patients. Moreover, HCC patients with TMEM106A hypermethylation have a poor clinical prognosis. 5-Aza-2'-deoxycytidin treatment of hypermethylated TMEM106A in highly metastatic HCC cells increases the expression of TMEM106A. Functional assays reveal that overexpression of TMEM106A significantly suppresses the malignant behavior of HCC cells in vitro and decreases tumorigenicity and lung metastasis in vivo. Mechanistically, TMEM106A inhibits epithelial mesenchymal transition (EMT) of HCC cells through inactivation of the Erk1/2/Slug signaling pathway. In conclusion, our findings demonstrate that TMEM106A is an inhibitor of HCC EMT and metastasis, and TMEM106A is often transcriptionally downregulated by promoter methylation, which results in reduced levels of TMEM106A protein and predicts poor survival outcomes for HCC patients.
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Affiliation(s)
- Shiming Shi
- Liver Cancer InstituteZhongshan HospitalFudan University & State Key Laboratory of Genetic EngineeringFudan UniversityShanghai200032China
- Department of Radiation OncologyZhongshan HospitalFudan UniversityShanghai200032China
- Department of Pediatric Surgerythe First Affiliated Hospital of Sun Yat-sen UniversityGuangzhou510080China
| | - Biao Wang
- Liver Cancer InstituteZhongshan HospitalFudan University & State Key Laboratory of Genetic EngineeringFudan UniversityShanghai200032China
- Department of Radiation OncologyZhongshan HospitalFudan UniversityShanghai200032China
| | - Jinglei Wan
- Liver Cancer InstituteZhongshan HospitalFudan University & State Key Laboratory of Genetic EngineeringFudan UniversityShanghai200032China
| | - Lina Song
- Liver Cancer InstituteZhongshan HospitalFudan University & State Key Laboratory of Genetic EngineeringFudan UniversityShanghai200032China
| | - Guiqi Zhu
- Liver Cancer InstituteZhongshan HospitalFudan University & State Key Laboratory of Genetic EngineeringFudan UniversityShanghai200032China
| | - Junxian Du
- Liver Cancer InstituteZhongshan HospitalFudan University & State Key Laboratory of Genetic EngineeringFudan UniversityShanghai200032China
| | - Luxi Ye
- Department of Radiation OncologyZhongshan HospitalFudan UniversityShanghai200032China
| | - Qianqian Zhao
- Department of Radiation OncologyZhongshan HospitalFudan UniversityShanghai200032China
| | - Jialiang Cai
- Liver Cancer InstituteZhongshan HospitalFudan University & State Key Laboratory of Genetic EngineeringFudan UniversityShanghai200032China
| | - Qing Chen
- Department of General SurgeryZhongshan Hospital (South)Fudan UniversityShanghai Public Health Clinical CenterFudan UniversityShanghai200083China
| | - Kun Xiao
- Liver Cancer InstituteZhongshan HospitalFudan University & State Key Laboratory of Genetic EngineeringFudan UniversityShanghai200032China
- Department of Gastrointestinal SurgeryShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinan250021China
| | - Jian He
- Department of Radiation OncologyZhongshan HospitalFudan UniversityShanghai200032China
| | - Lei Yu
- Liver Cancer InstituteZhongshan HospitalFudan University & State Key Laboratory of Genetic EngineeringFudan UniversityShanghai200032China
- Department of Liver Surgery and TransplantationLiver Cancer InstituteZhongshan HospitalFudan UniversityShanghai200032China
| | - Zhi Dai
- Liver Cancer InstituteZhongshan HospitalFudan University & State Key Laboratory of Genetic EngineeringFudan UniversityShanghai200032China
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10
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Risk profiling of patients with relapsed/refractory diffuse large B-cell lymphoma by measuring circulating tumor DNA. Blood Adv 2022; 6:1651-1660. [PMID: 35086141 PMCID: PMC8941482 DOI: 10.1182/bloodadvances.2021006415] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 01/20/2022] [Indexed: 11/20/2022] Open
Abstract
The level of baseline ctDNA correlated with PFS and OS in patients with R/R DLBCL receiving pola plus BR or BR alone. Patients with a CR had a significantly greater median decrease in ctDNA levels at end of treatment than patients without a CR.
Patients with relapsed/refractory (R/R) diffuse large B-cell lymphoma (DLBCL) have heterogeneous outcomes; durable remissions are infrequently observed with standard approaches. Circulating tumor DNA (ctDNA) assessment is a sensitive, potentially prognostic tool in this setting. We assessed baseline ctDNA to identify patients with R/R DLBCL at high risk of relapse after receiving polatuzumab vedotin and bendamustine plus rituximab (BR) or BR alone. Patients were transplant ineligible and had received ≥1 prior line of therapy. The ctDNA assay, based on a customized panel of recurrently mutated genes in DLBCL, measured mutant molecules per mL (MMPM) at baseline and end of treatment (EOT). Endpoints included progression-free survival (PFS) and overall survival (OS) in subgroups stratified by baseline ctDNA and log-fold change in ctDNA at EOT vs baseline. In biomarker-evaluable patients (n = 33), baseline ctDNA level correlated with serum lactate dehydrogenase (LDH) concentration, number of prior therapies, stage, and International Prognostic Index (IPI). After adjusting for number of prior therapies ≥2, IPI score ≥3, and LDH above the upper limit of normal, high (greater than median) baseline ctDNA MMPM was independently prognostic for shorter PFS (adjusted hazard ratio [HR], 0.18 [95% CI, 0.05-0.65]) and OS (adjusted HR, 0.20 [95% CI, 0.06-0.68]). In 23 patients with baseline and EOT samples, a significantly greater decrease in ctDNA MMPM was observed in patients with complete response (CR) (n = 13) than those without CR (n = 10); P = .0025. Baseline ctDNA assessment may identify patients at high risk of progression and should be further evaluated as a monitoring tool in R/R DLBCL. This trial was registered at www.clinicaltrials.gov as #NCT02257567.
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11
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Frazzi R, Cusenza VY, Pistoni M, Canovi L, Cascione L, Bertoni F, Merli F. KLF4, DAPK1 and SPG20 promoter methylation is not affected by DNMT1 silencing and hypomethylating drugs in lymphoma cells. Oncol Rep 2021; 47:10. [PMID: 34751409 PMCID: PMC8600396 DOI: 10.3892/or.2021.8221] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 10/11/2021] [Indexed: 11/05/2022] Open
Abstract
Promoter methylation represents one of the major epigenetic mechanisms responsible for the regulation of gene expression. Hypomethylating drugs are currently approved for the treatment of myelodysplastic syndromes and acute myeloid leukemia, and some studies have recently been carried out on diffuse large B cell lymphoma (DLBCL). DLBCL is a type of Non-Hodgkin lymphoma. The aim of the present study was to assess the role of DNA methyltransferase (DNMT)1 in mediating the epigenetic regulation of some key targets previously emerged as hypermethylated in Non-Hodgkin lymphoma. Reverse transcription-quantitative PCR, genome-wide arrays and methylation-specific PCR were used to determine the level of methylation of specific targets. Gene silencing, gene expression and immunoblotting were used to investigate the role of DNMT1 and DNMT3a in lymphoma cells. The present study showed that lymphoma cell lines displayed a completely different methylation profile on selected targets compared with primary B lymphocytes and peripheral blood mononuclear cells. 5′-aza-cytidine (5AZA) and 5′-aza-2-deoxycitidine (decitabine) exerted their activity through, at least in part, mechanisms independent of DNMT1 downregulation. Despite a global hypomethylating effect of 5AZA and decitabine, DNMT1 was not found to be necessary to maintain the hypermethylation of Krüppel-like factor 4 (KLF4), death associated protein 1 (DAPK1) and spastic paraplegia 20 (SPG20). SPG20 was found to be a completely methylated target in all the tested cell lines, but not in peripheral blood mononuclear cells, suggesting its association with malignancy. The highest methylation was clustered upstream of the transcription starting site in a panel of 28 DLBCL cell lines and the results were unaffected by the silencing of DNMT1 expression. These data demonstrated the epigenetic regulation of SPG20 in lymphoid cells and identified a number of novel markers associated with lymphomas that deserve further investigation.
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Affiliation(s)
- Raffaele Frazzi
- Laboratory of Translational Research, Azienda Unità Sanitaria Locale ‑ IRCCS di Reggio Emilia, I‑42123 Reggio Emilia, Emilia‑Romagna, Italy
| | - Vincenza Ylenia Cusenza
- Laboratory of Translational Research, Azienda Unità Sanitaria Locale ‑ IRCCS di Reggio Emilia, I‑42123 Reggio Emilia, Emilia‑Romagna, Italy
| | - Mariaelena Pistoni
- Laboratory of Translational Research, Azienda Unità Sanitaria Locale ‑ IRCCS di Reggio Emilia, I‑42123 Reggio Emilia, Emilia‑Romagna, Italy
| | - Laura Canovi
- Immunohematology and Transfusional Medicine Division, Azienda Unità Sanitaria Locale ‑ IRCCS di Reggio Emilia, I‑42123 Reggio Emilia, Emilia‑Romagna, Italy
| | - Luciano Cascione
- Institute of Oncology Research, Faculty of Biomedical Sciences, University of Italian Switzerland, 6501 Bellinzona, Ticino, Switzerland
| | - Francesco Bertoni
- Institute of Oncology Research, Faculty of Biomedical Sciences, University of Italian Switzerland, 6501 Bellinzona, Ticino, Switzerland
| | - Francesco Merli
- Hematology Division, Azienda Unità Sanitaria Locale ‑ IRCCS di Reggio Emilia, I‑42123 Reggio Emilia, Emilia‑Romagna, Italy
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12
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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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13
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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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14
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Zhang W, Wang W, Han X, Gan Y, Qian L, Zhang Y, Zhang C, Wang Y, Guan Y, Yang L, Zhou D. Circulating tumor DNA by high-throughput sequencing of T cell receptor monitored treatment response and predicted treatment failure in T cell lymphomas. Int J Lab Hematol 2021; 43:1041-1049. [PMID: 33734593 DOI: 10.1111/ijlh.13498] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 02/05/2021] [Accepted: 02/09/2021] [Indexed: 12/27/2022]
Abstract
INTRODUCTION Next-generation sequencing (NGS)-based circulating tumor DNA (ctDNA) detection is a promising monitoring tool for lymphoid malignancies. Studies for T cell lymphoma are limited. METHODS We explored whether this technology is applicable to T cell lymphoma with different subtypes and assessed its performance in clinical settings. RESULTS Thirty tumor and 74 blood samples were analyzed in our study. Malignant clone was identified in 23 of the 30 (76.7%) tumor samples through high-throughput sequencing (HTS) combined with PCR. We detected the same tumor clone in plasma in 18out of the 23 (78.3%) patients. Circulating tumor DNA fraction correlated with lactate dehydrogenase (LDH) (r = .52, P = .017), high level of ctDNA predicted treatment failure (P = .0003) and there was a trend patients with high ctDNA burden would have poorer PFS Furthermore, ctDNA changed in concordance with clinical outcome and was more sensitive than PET/CT. Also, recurrence of ctDNA was an important clue for relapse. CONCLUSION In conclusion, our study indicated that ctDNA monitoring was suitable for T cell lymphoma. High level of pretreatment ctDNA was a poor prognosis factor and changes of ctDNA correlated well with clinical courses and was sensitive to find early relapse.
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Affiliation(s)
- Wei Zhang
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | - Wei Wang
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | - Xiao Han
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | - Yulai Gan
- Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China
| | - Long Qian
- Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China
| | - Yan Zhang
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | | | | | | | | | - Daobin Zhou
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
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15
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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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16
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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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17
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Chen HY, Zhang WL, Zhang L, Yang P, Li F, Yang ZR, Wang J, Pang M, Hong Y, Yan C, Li W, Liu J, Xu N, Chen L, Xiao XB, Qin Y, He XH, Liu H, Zhu HC, He C, Lin J, Jing HM. 5-Hydroxymethylcytosine profiles of cfDNA are highly predictive of R-CHOP treatment response in diffuse large B cell lymphoma patients. Clin Epigenetics 2021; 13:33. [PMID: 33573703 PMCID: PMC7879534 DOI: 10.1186/s13148-020-00973-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 11/09/2020] [Indexed: 02/06/2023] Open
Abstract
Background Although R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone) remains the standard chemotherapy regimen for diffuse large B cell lymphoma (DLBCL) patients, not all patients are responsive to the scheme, and there is no effective method to predict treatment response. Methods We utilized 5hmC-Seal to generate genome-wide 5hmC profiles in plasma cell-free DNA (cfDNA) from 86 DLBCL patients before they received R-CHOP chemotherapy. To investigate the correlation between 5hmC modifications and curative effectiveness, we separated patients into training (n = 56) and validation (n = 30) cohorts and developed a 5hmC-based logistic regression model from the training cohort to predict the treatment response in the validation cohort. Results In this study, we identified thirteen 5hmC markers associated with treatment response. The prediction performance of the logistic regression model, achieving 0.82 sensitivity and 0.75 specificity (AUC = 0.78), was superior to existing clinical indicators, such as LDH and stage. Conclusions Our findings suggest that the 5hmC modifications in cfDNA at the time before R-CHOP treatment are associated with treatment response and that 5hmC-Seal may potentially serve as a clinical-applicable, minimally invasive approach to predict R-CHOP treatment response for DLBCL patients.
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Affiliation(s)
- Hang-Yu Chen
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Innovation Center for Genomics, Peking University, Beijing, 100871, People's Republic of China
| | - Wei-Long Zhang
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Lei Zhang
- Yang Sheng Tang Natural Medicine Research Institute, Hangzhou, 310024, People's Republic of China
| | - Ping Yang
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Fang Li
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Ze-Ruo Yang
- Yang Sheng Tang Natural Medicine Research Institute, Hangzhou, 310024, People's Republic of China
| | - Jing Wang
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Meng Pang
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Yun Hong
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Changjian Yan
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Wei Li
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Jia Liu
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People's Republic of China
| | - Nuo Xu
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Innovation Center for Genomics, Peking University, Beijing, 100871, People's Republic of China
| | - Long Chen
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Innovation Center for Genomics, Peking University, Beijing, 100871, People's Republic of China
| | - Xiu-Bing Xiao
- Lymphoma Head and Neck Oncology, Fifth Medical Center of PLA General Hospital, Beijing, 100039, People's Republic of China
| | - Yan Qin
- Department of Medical Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, People's Republic of China
| | - Xiao-Hui He
- Department of Medical Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, People's Republic of China
| | - Hui Liu
- Department of Hematology, Beijing Hospital, National Center of Gerontology, Beijing, 1000730, People's Republic of China
| | - Hai-Chuan Zhu
- Institute of Biology and Medicine, College of Life and Health 20 Sciences, Wuhan University of Science and Technology, Hubei, 430081, People's Republic of China
| | - Chuan He
- Department of Chemistry, University of Chicago, Chicago, IL, 60637, USA
| | - Jian Lin
- Synthetic and Functional Biomolecules Center, Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Innovation Center for Genomics, Peking University, Beijing, 100871, People's Republic of China.
| | - Hong-Mei Jing
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People's Republic of China.
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18
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Lv X, Wang Q, Ge X, Xue C, Liu X. Application of high-throughput gene sequencing in lymphoma. Exp Mol Pathol 2021; 119:104606. [PMID: 33493455 DOI: 10.1016/j.yexmp.2021.104606] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 11/30/2020] [Accepted: 01/12/2021] [Indexed: 12/29/2022]
Abstract
As a malignant tumor originating from the lymphoid hematopoietic tissues, lymphoma has an increased incidence in recent years and has ranked among the top ten malignant tumors in the world. But until now, due to the multiple pathological subtypes and the unclear molecular mechanism, it's still difficult to make rapid diagnosis and accurate prognosis assessment for lymphoma patients. Recently, the development of high-throughput gene sequencing technology has provided the possibility to solve these clinical problems. This technology has realized large-scale screening of specific markers for lymphoma at the molecular biology level, followed by discovery of prognostic indicators and biological targets for new drug research. In this paper, we summarize the results of large-scale high-throughput gene sequencing research, and introduce the genetic changes associated with occurrence and prognosis of lymphomas with different pathological subtypes, hoping to further promote the application of this technology in clinical research of lymphoma.
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Affiliation(s)
- Xiao Lv
- Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, China
| | - Qian Wang
- State Grid Electronic Commerce CO.,LTD, China
| | - Xueling Ge
- Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, China
| | - Chao Xue
- Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, China
| | - Xin Liu
- Department of Hematology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, China.
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19
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Luo H, Wei W, Ye Z, Zheng J, Xu RH. Liquid Biopsy of Methylation Biomarkers in Cell-Free DNA. Trends Mol Med 2021; 27:482-500. [PMID: 33500194 DOI: 10.1016/j.molmed.2020.12.011] [Citation(s) in RCA: 139] [Impact Index Per Article: 46.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 12/28/2020] [Accepted: 12/30/2020] [Indexed: 02/09/2023]
Abstract
Liquid biopsies, in particular, analysis of cell-free DNA (cfDNA), have emerged as a promising noninvasive diagnostic approach in oncology. Abnormal distribution of DNA methylation is one of the hallmarks of many cancers and methylation changes occur early during carcinogenesis. Systemic analysis of cfDNA methylation profiles is being developed for cancer early detection, monitoring for minimal residual disease (MRD), predicting treatment response and prognosis, and tracing the tissue origin. This review highlights the advantages and disadvantages of ctDNA profiling for noninvasive diagnosis of early-stage cancers and explores recent advances in the clinical application of ctDNA methylation assays. We also summarize the technologies for ctDNA methylation analysis and provide a brief overview of the bioinformatic approaches for analyzing DNA methylation sequencing data.
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Affiliation(s)
- Huiyan Luo
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Wei Wei
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Ziyi Ye
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Jiabo Zheng
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Rui-Hua Xu
- Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China.
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20
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Koçana CÇ, Toprak SF, Sözer S. Extracellular genetic materials and their application in clinical practice. Cancer Genet 2020; 252-253:48-63. [PMID: 33387935 DOI: 10.1016/j.cancergen.2020.12.006] [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: 06/11/2020] [Revised: 11/12/2020] [Accepted: 12/20/2020] [Indexed: 11/20/2022]
Abstract
This study reviews the possible origins, functional roles, and diagnostic applications of 'extracellular genetic material' (EGM), a novel term introduced to cover DNA, RNA, and DNA/RNA-related molecules released from all types of cells into the extracellular region. The literature on EGMs shows them to play a dual role in diverse, fine-tuning mechanisms involved in both homeostasis and pathological events, including cancerogenesis and genometastasis. Recent developments in the next-generation technology have provided successful applications of low quantities of genomic materials into the diagnostic field, yielding high sensitivity and specificity in test results. Also, the successful application of EGMs into diagnostics has afforded promising outcomes for researchers and clinicians. This study of EGM provides a deeper understanding of the subject as an area of interest, especially cell-free DNA, aiming toward the eventual development of new therapeutic applications and diagnostic strategies.
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Affiliation(s)
- Cemal Çağıl Koçana
- Department of Genetic, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Turkey
| | - Selin Fulya Toprak
- Department of Genetic, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Turkey
| | - Selçuk Sözer
- Department of Genetic, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Turkey.
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21
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Cirillo M, Craig AFM, Borchmann S, Kurtz DM. Liquid biopsy in lymphoma: Molecular methods and clinical applications. Cancer Treat Rev 2020; 91:102106. [PMID: 33049623 PMCID: PMC8043056 DOI: 10.1016/j.ctrv.2020.102106] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 07/31/2020] [Accepted: 09/15/2020] [Indexed: 02/07/2023]
Abstract
In this article, we broadly review the application of cfDNA analysis to the diagnosis and management of lymphoma. We introduce the advantages of cfDNA measurement over conventional tissue biopsy and describe how cfDNA may be utilized for both genotyping and detection of minimal residual disease. First, we discuss genotyping, beginning with differences in identifying mutations from the blood plasma vs. from circulating cells. We review the technical distinctions between PCR- and NGS-based assays and describe two important applications of NGS-based cfDNA tests, namely the identification of resistance mutations and classification of disease subtype. We discuss difficulties in genotyping diseases with low burden of tumor cells and the application of cfDNA assays in these contexts. Second, we describe the utility of ctDNA measurement in assessing MRD. We cover recent advances in the assessment of pre-treatment disease burden as a prognostic biomarker, detection of molecular response to therapy, and early detection of relapsing disease. Third, we explore select emerging areas of research in ctDNA technologies that show promise in boosting the performance of existing ctDNA-based assays. These include cell-free DNA fragment structure analysis or 'fragmentomics', epigenetic modifications, and novel circulating analytes such as tumor-educated platelets and extracellular vesicular DNA. We also discuss alternative analytes to blood plasma for tumor detection, such as urine, saliva, and stool. Finally, we present a case that highlights potential applications of ctDNA approaches to the management of patients with lymphoma, while also defining important prerequisite advances before this can be fully realized. We close with a look to the future of cfDNA applications, outlining one potential timeline and path forward towards routine clinical application.
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Affiliation(s)
- Melita Cirillo
- Royal Perth Hospital, Perth, Australia; University of Western Australia, Perth, Australia
| | - Alexander F M Craig
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA, USA; University of California, San Francisco School of Medicine, San Francisco, CA, USA
| | - Sven Borchmann
- University of Cologne, Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, German Hodgkin Study Group, Cologne, Germany; University of Cologne, Faculty of Medicine and University Hospital of Cologne, Center for Molecular Medicine, Cologne, Germany; University of Cologne, Faculty of Medicine and University Hospital of Cologne, Else Kröner Forschungskolleg Clonal Evolution in Cancer, Cologne, Germany.
| | - David M Kurtz
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA, USA.
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22
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Diffuse large B-cell lymphoma: Time to focus on circulating blood nucleic acids? Blood Rev 2020; 47:100776. [PMID: 33229139 DOI: 10.1016/j.blre.2020.100776] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 10/05/2020] [Accepted: 10/28/2020] [Indexed: 01/10/2023]
Abstract
Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous neoplasm with diverse genetic abnormalities and outcomes. To date, DLBCL is invasively diagnosed by tissue biopsy and few biomarkers are available to predict patient outcome, treatment response and progression. The identification of patient-specific biomarkers would allow a "personalized medicine" approach for DLBCL patients. In this regard, "liquid biopsies" hold great promise, capturing the entire genetic landscape of the tumour and allowing a rapid and dynamic management of cancer. Liquid biopsy studies particularly focus on cell-free nucleic acids, such as cell-free DNA (cfDNA) and microRNAs, which are easy to collect and analyse. In accordance with the PRISMA criteria, we performed a systematic review on circulating nucleic acids as potential biomarkers for DLBCL management. The results suggest that combining information from the genetic (cfDNA) and epigenetic (microRNAs) landscape of the disease could lead to developing an integrated network of non-invasive biomarkers for the better management of DLBCL.
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23
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Prognostic implications of 5-hydroxymethylcytosines from circulating cell-free DNA in diffuse large B-cell lymphoma. Blood Adv 2020; 3:2790-2799. [PMID: 31570490 DOI: 10.1182/bloodadvances.2019000175] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Accepted: 08/18/2019] [Indexed: 12/17/2022] Open
Abstract
An elevated level of circulating cell-free DNA (cfDNA) has been associated with tumor bulk and poor prognosis in diffuse large B-cell lymphoma (DLBCL), but the tumor-specific molecular alterations in cfDNA with prognostic significance remain unclear. We investigated the association between 5-hydroxymethylcytosines (5hmC), a mark of active demethylation and gene activation, in cfDNA from blood plasma and prognosis in newly diagnosed DLBCL patients. We used 5hmC-Seal, a highly sensitive chemical labeling technique, to profile genome-wide 5hmC in plasma cfDNA from 48 DLBCL patients at the University of Chicago Medical Center between 2010 and 2013. Patients were followed through 31 December 2017. We found a distinct genomic distribution of 5hmC in cfDNA marking tissue-specific enhancers, consistent with their putative roles in gene regulation. The 5hmC profiles in cfDNA differed by cell of origin and were associated with clinical prognostic factors, including stage and the International Prognostic Index. We developed a 29 gene-based weighted prognostic score (wp-score) for predicting event-free survival (EFS) and overall survival (OS) by applying the elastic net regularization on the Cox proportional-hazards model. The wp-scores outperformed (eg, prognostic accuracy, sensitivity, specificity) established prognostic factors in predicting EFS and OS. In multivariate Cox models, patients with high wp-scores had worse EFS (hazard ratio, 9.17; 95% confidence interval, 2.01-41.89; P = .004) compared with those in the low-risk group. Our findings suggest that the 5hmC signatures in cfDNA at the time of diagnosis are associated with clinical outcomes and may provide a novel minimally invasive prognostic approach for DLBCL.
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The value of circulating microRNAs for early diagnosis of B-cell lymphoma: A case-control study on historical samples. Sci Rep 2020; 10:9637. [PMID: 32541886 PMCID: PMC7295742 DOI: 10.1038/s41598-020-66062-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 05/11/2020] [Indexed: 12/17/2022] Open
Abstract
MicroRNAs are small regulatory RNAs that are deregulated in a wide variety of human cancers, including different types of B-cell lymphoma. Nevertheless, the feasibility of circulating microRNA for early diagnosis of B-cell lymphoma has not been established. To address the possibility of detecting specific circulating microRNAs years before a B-cell lymphoma is diagnosed, we studied the plasma expression of microRNA first in pre-treatment samples from patients with diffuse large B-cell lymphoma and subsequently in repository samples from blood donors who later developed B-cell lymphomas. In addition, we studied the microRNA expression in the diagnostic lymphoma biopsy. The most strongly induced (miR-326) and suppressed (miR-375) plasma microRNA at diagnosis, when compared with healthy blood donors, were also substantially up- or down-regulated in plasma repository samples taken from several months to up to two years before the blood donors were diagnosed with B-cell lymphoma. Importantly, at these time points the donors had no signs of disease and felt healthy enough to donate blood. In conclusion, this first study of plasma microRNA profiles from apparently healthy individuals, taken several years before B-cell lymphoma diagnosis, suggests that plasma microRNA profiles may be predictive of lymphoma development.
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Yegin ZA, Can F, Gökçen S, Sadioğlu RE, Özkurt ZN, İlhan Ç, Yağcı M. The Impact of Pre-transplant Cell-free DNA Levels on Leukemia Relapse and Transplant-related Complications in Allogeneic Hematopoietic Stem Cell Transplant Recipients. Balkan Med J 2020; 37:138-143. [PMID: 31970974 PMCID: PMC7161624 DOI: 10.4274/balkanmedj.galenos.2020.2019.8.25] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Background: Cell-free DNA, which may be considered as “liquid” biopsy, may serve as a diagnostic and prognostic marker not only in hematological malignancies but in solid tumors as well. Aims: To investigate the prognostic role of pre-transplant cell-free DNA levels in allogeneic hematopoietic stem cell transplant recipients. Study Design: Retrospective cohort study. Methods: A total of 177 allogeneic hematopoietic stem cell transplant recipients [median age: 36 (16-66) years; male/female: 111/66] with an initial diagnosis of acute leukemia were included in the study. Cell-free DNA was extracted from pre-transplant serum samples by using the MagNA Pure Compact Nucleic Acid Isolation Kit I with the MagNA Pure Compact instrument (Roche Diagnostics, Penzberg, Germany). Results: A positive correlation was demonstrated between cell-free DNA and age (p=0.018; r=0.177). Pre-transplant cell-free DNA levels were lower in bcr-abl (+) patients (p=0.001), while an adverse correlation was indicated between cell-free DNA and bcr-abl levels (p=0.001; r=−0.531). Acute lymphoblastic leukemia patients with bcr-abl positivity (p=0.001) or abnormal cytogenetics (p=0.038) represented significantly lower pre-transplant cell-free DNA levels. Cell-free DNA levels were lower in patients who developed sinusoidal obstruction syndrome (p=0.035). In terms of long-term complications, acute myeloid leukemia patients who experienced post-transplant relapse had significantly lower pre-transplant cell-free DNA levels (p=0.024). Overall survival was not statistically different between high- and low- cell-free DNA groups (45.2% vs 22.5; p=0.821). Conclusion: In general, low serum levels of pre-transplant cell-free DNA seem to be associated with transplant-related morbidities and may be considered an adverse prognostic factor for allogeneic hematopoietic stem cell transplant recipients.
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Affiliation(s)
- Zeynep Arzu Yegin
- Department of Hematology, Gazi University School of Medicine, Ankara, Turkey
| | - Ferda Can
- Department of Hematology, Gazi University School of Medicine, Ankara, Turkey
| | - Sanem Gökçen
- Department of Hematology, Gazi University School of Medicine, Ankara, Turkey
| | - Rezzan Eren Sadioğlu
- Department of Internal Medicine, Gazi University School of Medicine, Ankara, Turkey
| | - Zübeyde Nur Özkurt
- Department of Hematology, Gazi University School of Medicine, Ankara, Turkey
| | - Çiğdem İlhan
- Department of Hematology, Gazi University School of Medicine, Ankara, Turkey
| | - Münci Yağcı
- Department of Hematology, Gazi University School of Medicine, Ankara, Turkey
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Bingham N, Spencer A. The role of cell free DNA and liquid biopsies in haematological conditions. CANCER DRUG RESISTANCE (ALHAMBRA, CALIF.) 2020; 3:521-531. [PMID: 35582436 PMCID: PMC8992501 DOI: 10.20517/cdr.2019.93] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Cell free nucleic acids (CFNAs) are nucleic acids released from cells that circulate within bodily fluids. Recent advances in molecular techniques have led the ability to interrogate CFNAs in a clinically meaningful way, for example the identification and assessment of foetal CFNAs in maternal blood, allowing minimally invasive testing for foetal genetic abnormalities. The majority of CFNAs arise from haemopoietic cells, making it a particularly rich source of genetic information in haematological conditions. Furthermore, the innate genetic heterogeneity of haematological malignancies, as epitomised by multiple myeloma, lend itself well to “liquid biopsies”. This approach promises to provide a more wholistic assessment of whole disease genetics, especially when contrasted against the current gold-standard of single site tissue biopsies. This review briefly summarises the definitions and physiology of CFNAs, both cell free DNA (cfDNA) and extracellular RNA (exRNA), before exploring the literature surrounding the current and future roles of cfDNA in the haematological malignancies and patient care.
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Affiliation(s)
- Nicholas Bingham
- Australian Centre for Blood Diseases, Monash University, Victoria 3181, Australia
| | - Andrew Spencer
- Australian Centre for Blood Diseases, Monash University, Victoria 3181, Australia
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Dvorská D, Braný D, Nagy B, Grendár M, Poka R, Soltész B, Jagelková M, Zelinová K, Lasabová Z, Zubor P, Danková Z. Aberrant Methylation Status of Tumour Suppressor Genes in Ovarian Cancer Tissue and Paired Plasma Samples. Int J Mol Sci 2019; 20:ijms20174119. [PMID: 31450846 PMCID: PMC6747242 DOI: 10.3390/ijms20174119] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 08/17/2019] [Accepted: 08/19/2019] [Indexed: 02/06/2023] Open
Abstract
Ovarian cancer is a highly heterogeneous disease and its formation is affected by many epidemiological factors. It has typical lack of early signs and symptoms, and almost 70% of ovarian cancers are diagnosed in advanced stages. Robust, early and non-invasive ovarian cancer diagnosis will certainly be beneficial. Herein we analysed the regulatory sequence methylation profiles of the RASSF1, PTEN, CDH1 and PAX1 tumour suppressor genes by pyrosequencing in healthy, benign and malignant ovarian tissues, and corresponding plasma samples. We recorded statistically significant higher methylation levels (p < 0.05) in the CDH1 and PAX1 genes in malignant tissues than in controls (39.06 ± 18.78 versus 24.22 ± 6.93; 13.55 ± 10.65 versus 5.73 ± 2.19). Higher values in the CDH1 gene were also found in plasma samples (22.25 ± 14.13 versus 46.42 ± 20.91). A similar methylation pattern with positive correlation between plasma and benign lesions was noted in the CDH1 gene (r = 0.886, p = 0.019) and malignant lesions in the PAX1 gene (r = 0.771, p < 0.001). The random forest algorithm combining methylation indices of all four genes and age determined 0.932 AUC (area under the receiver operating characteristic (ROC) curve) prediction power in the model classifying malignant lesions and controls. Our study results indicate the effects of methylation changes in ovarian cancer development and suggest that the CDH1 gene is a potential candidate for non-invasive diagnosis of ovarian cancer.
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Affiliation(s)
- Dana Dvorská
- Division of Molecular Medicine, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Dušan Braný
- Division of Molecular Medicine, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia.
| | - Bálint Nagy
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Marián Grendár
- Bioinformatic Unit, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Robert Poka
- Institute of Obstetrics and Gynecology, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Beáta Soltész
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - Marianna Jagelková
- Department of Gynaecology and Obstetrics, Martin University Hospital, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
- Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Katarína Zelinová
- Department of Gynaecology and Obstetrics, Martin University Hospital, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
- Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Zora Lasabová
- Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Pavol Zubor
- Department of Gynaecology and Obstetrics, Martin University Hospital, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Zuzana Danková
- Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
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28
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Dvorská D, Škovierová H, Braný D, Halašová E, Danková Z. Liquid Biopsy as a Tool for Differentiation of Leiomyomas and Sarcomas of Corpus Uteri. Int J Mol Sci 2019; 20:E3825. [PMID: 31387281 PMCID: PMC6695893 DOI: 10.3390/ijms20153825] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 07/31/2019] [Accepted: 08/01/2019] [Indexed: 01/10/2023] Open
Abstract
Utilization of liquid biopsy in the management of cancerous diseases is becoming more attractive. This method can overcome typical limitations of tissue biopsies, especially invasiveness, no repeatability, and the inability to monitor responses to medication during treatment as well as condition during follow-up. Liquid biopsy also provides greater possibility of early prediction of cancer presence. Corpus uteri mesenchymal tumors are comprised of benign variants, which are mostly leiomyomas, but also a heterogenous group of malignant sarcomas. Pre-surgical differentiation between these tumors is very difficult and the final description of tumor characteristics usually requires excision and histological examination. The leiomyomas and malignant leiomyosarcomas are especially difficult to distinguish and can, therefore, be easily misdiagnosed. Because of the very aggressive character of sarcomas, liquid biopsy based on early diagnosis and differentiation of these tumors would be extremely helpful. Moreover, after excision of the tumor, liquid biopsy can contribute to an increased knowledge of sarcoma behavior at the molecular level, especially on the formation of metastases which is still not well understood. In this review, we summarize the most important knowledge of mesenchymal uterine tumors, the possibilities and benefits of liquid biopsy utilization, the types of molecules and cells that can be analyzed with this approach, and the possibility of their isolation and capture. Finally, we review the typical abnormalities of leiomyomas and sarcomas that can be searched and analyzed in liquid biopsy samples with the final aim to pre-surgically differentiate between benign and malignant mesenchymal tumors.
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Affiliation(s)
- Dana Dvorská
- Division of Molecular Medicine, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Henrieta Škovierová
- Division of Molecular Medicine, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Dušan Braný
- Division of Molecular Medicine, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia.
| | - Erika Halašová
- Division of Molecular Medicine, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
| | - Zuzana Danková
- Division of Oncology, Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, 036 01 Martin, Slovakia
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29
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Arzuaga-Mendez J, Prieto-Fernández E, Lopez-Lopez E, Martin-Guerrero I, García-Ruiz JC, García-Orad A. Cell-free DNA as a biomarker in diffuse large B-cell lymphoma: A systematic review. Crit Rev Oncol Hematol 2019; 139:7-15. [DOI: 10.1016/j.critrevonc.2019.04.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 04/12/2019] [Accepted: 04/13/2019] [Indexed: 02/08/2023] Open
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Abstract
PURPOSE OF REVIEW Diffuse large B cell lymphoma (DLBCL) is characterized by clinical heterogeneity that is not fully accounted for by pathologic features. Furthermore, real-time treatment modifications and detection of relapse are typically guided by radiographic imaging modalities which are imperfect. Here, we review the potential utility of minimal residual disease (MRD) assessment for informing treatment decisions and detecting relapse. RECENT FINDINGS The most promising method of MRD detection is based on analysis of circulating tumor DNA in the peripheral blood of patients with DLBCL. This approach can predict outcomes and response to treatment as well as detect relapse prior to clinical signs of recurrent disease. While some studies of MRD in DLBCL have been in the prospective setting, the ability of this technology to alter clinical outcomes is currently unknown. MRD detection provides a non-invasive way to gather information about DLBCL at various time points throughout the disease course. Its role is evolving and should be incorporated into prospective studies in order to demonstrate an impact on patient outcomes.
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31
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Daniūnaitė K, Jarmalaitė S, Kriukienė E. Epigenomic technologies for deciphering circulating tumor DNA. Curr Opin Biotechnol 2019; 55:23-29. [DOI: 10.1016/j.copbio.2018.07.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 07/05/2018] [Accepted: 07/13/2018] [Indexed: 01/23/2023]
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Wang H, Zhou LY, Guan ZB, Zeng WB, Zhou LL, Liu YN, Pan XY. Prognostic significance of DAPK promoter methylation in lymphoma: A meta-analysis. PLoS One 2019; 14:e0210943. [PMID: 30682070 PMCID: PMC6347251 DOI: 10.1371/journal.pone.0210943] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2018] [Accepted: 01/04/2019] [Indexed: 01/15/2023] Open
Abstract
We aimed to characterize the clinical significance of epigenetic loss of death-associated protein kinase (DAPK) gene function through promoter methylation in the development and prognosis of lymphoma. PubMed, Web of Science and ProQuest databases were searched for relevant studies. Twelve studies involving 709 patients with lymphoma were identified. The prognostic value of DAPK methylation was expressed as risk ratio (RR) and its corresponding 95% confidence interval (CI), while the associations between DAPK methylation and the clinical characteristics of patients with lymphoma were expressed as odd ratios (ORs) and their corresponding 95% CIs. Meta-analysis showed that the 5-year survival rate was significantly lower in lymphoma patients with hypermethylated DAPK (RR = 0.85, 95% CI (0.73, 0.98), P = 0.025). Sensitivity analysis demonstrated consistent result. However, no associations were found between DAPK methylation and clinicopathological features of lymphoma, in relation to gender (OR = 1.07, 95% CI (0.72, 1.59), P = 0.751), age (OR = 1.01, 95% CI (0.66, 1.55), P = 0.974), international prognostic index (OR = 1.20, 95% CI (0.63, 2.27), P = 0.575), B symptoms (OR = 0.76, 95% CI (0.38, 1.51), P = 0.452), serum lactate dehydrogenase (OR = 1.13, 95% CI (0.62, 2.05), P = 0.683), and BCL-2 expression (OR = 1.55, 95% CI (0.91, 2.66), P = 0.106). Lymphoma patients with hypermethylated DAPK are at risk for poorer 5-year survival rate. DAPK methylation may serve as a negative prognostic biomarker among lymphoma patients, although it may not be associated with the progression of lymphoma.
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Affiliation(s)
- Hong Wang
- Department of Hematology, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Lin-Yu Zhou
- Department of Cardiology, The Third Affiliated Hospital of SUN YAT-SEN University, Guangzhou, Guangdong, People’s Republic of China
| | - Ze-Bing Guan
- Department of Hematology, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Wen-Bin Zeng
- Department of Hematology, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Lan-Lan Zhou
- Department of Hematology, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Ya-Nan Liu
- Department of Hematology, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
| | - Xue-Yi Pan
- Department of Hematology, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, Guangdong, People’s Republic of China
- * E-mail:
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Wu FT, Lu L, Xu W, Li JY. Circulating tumor DNA: clinical roles in diffuse large B cell lymphoma. Ann Hematol 2018; 98:255-269. [PMID: 30368587 DOI: 10.1007/s00277-018-3529-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Accepted: 10/17/2018] [Indexed: 12/16/2022]
Abstract
Diffuse large B cell lymphoma (DLBCL), the most common non-Hodgkin lymphoma (NHL), is a clinically and molecularly heterogeneous malignant lymphoproliferative disease. In the era of personalized medicine, genetic information is critical to early diagnosis, aiding risk stratification, directing therapeutic option, and monitoring disease relapse. However, lacking a circulating disease with most DLBCL cases hampers the acquisition of tumor genomic landscapes and disease dynamics. Circulating tumor DNA (ctDNA) is a novel noninvasive, real-time, and tumor-specific biomarker, reliably reflecting the comprehensive tumor genetic profiles, thus holds great promise in individualized medicine, including precise diagnosis and prognosis, response monitoring, and relapse detection of DLBCL. Here, we reviewed the recent advances of ctDNA in DLBCL and discussed its clinical values at different time points during the disease courses by comparing with the current routine methods in clinical practice. Collectively, we anticipated that ctDNA will ultimately be integrated into the management of DLBCL to facilitate precision medicine.
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Affiliation(s)
- Fang-Tian Wu
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, Nanjing, 210029, China
- Key Laboratory of Hematology of Nanjing Medical University, Nanjing, 210029, China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing, 210029, China
| | - Luo Lu
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, Nanjing, 210029, China
- Key Laboratory of Hematology of Nanjing Medical University, Nanjing, 210029, China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing, 210029, China
| | - Wei Xu
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, Nanjing, 210029, China.
- Key Laboratory of Hematology of Nanjing Medical University, Nanjing, 210029, China.
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing, 210029, China.
| | - Jian-Yong Li
- Department of Hematology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, Nanjing, 210029, China.
- Key Laboratory of Hematology of Nanjing Medical University, Nanjing, 210029, China.
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing, 210029, China.
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Insight into origins, mechanisms, and utility of DNA methylation in B-cell malignancies. Blood 2018; 132:999-1006. [PMID: 30037886 DOI: 10.1182/blood-2018-02-692970] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 07/15/2018] [Indexed: 12/12/2022] Open
Abstract
Understanding how tumor cells fundamentally alter their identity is critical to identify specific vulnerabilities for use in precision medicine. In B-cell malignancy, knowledge of genetic changes has resulted in great gains in our understanding of the biology of tumor cells, impacting diagnosis, prognosis, and treatment. Despite this knowledge, much remains to be explained as genetic events do not completely explain clinical behavior and outcomes. Many patients lack recurrent driver mutations, and said drivers can persist in nonmalignant cells of healthy individuals remaining cancer-free for decades. Epigenetics has emerged as a valuable avenue to further explain tumor phenotypes. The epigenetic landscape is the software that powers and stabilizes cellular identity by abridging a broad genome into the essential information required per cell. A genome-level view of B-cell malignancies reveals complex but recurrent epigenetic patterns that define tumor types and subtypes, permitting high-resolution classification and novel insight into tumor-specific mechanisms. Epigenetic alterations are guided by distinct cellular processes, such as polycomb-based silencing, transcription, signaling pathways, and transcription factor activity, and involve B-cell-specific aspects, such as activation-induced cytidine deaminase activity and germinal center-specific events. Armed with a detailed knowledge of the epigenetic events that occur across the spectrum of B-cell differentiation, B-cell tumor-specific aberrations can be detected with improved accuracy and serve as a model for identification of tumor-specific events in cancer. Insight gained through recent efforts may prove valuable in guiding the use of both epigenetic- and nonepigenetic-based therapies.
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Özdemir İ, Pınarlı FG, Pınarlı FA, Aksakal FNB, Okur A, Uyar Göçün P, Karadeniz C. Epigenetic silencing of the tumor suppressor genes SPI1, PRDX2, KLF4, DLEC1, and DAPK1 in childhood and adolescent lymphomas. Pediatr Hematol Oncol 2018; 35:131-144. [PMID: 30020823 DOI: 10.1080/08880018.2018.1467986] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The aim of the study was to investigate the expression and methylation status of seven distinctive genes with tumor suppressing properties in childhood and adolescent lymphomas. A total of 96 patients with Hodgkin Lymphoma (HL, n = 41), Non-Hodgkin Lymphoma (NHL, n = 15), and reactive lymphoid hyperplasia (RLH, n = 40, as controls) are included in the research. The expression status of CDKN2A, SPI1, PRDX2, DLEC1, FOXO1, KLF4 and DAPK1 genes were measured with QPCR method after the RNA isolation from paraffin blocks of tumor tissue and cDNA conversion. DNA isolation was performed from samples with low gene expression followed by methylation PCR study specific to promoter regions of these genes. We found that SPI1, PRDX2, DLEC1, KLF4, and DAPK1 genes are significantly less expressed in patient than the control group (p = 0.0001). However, expression of CDKNA2 and FOXO1 genes in the patient and control groups were not statistically different. The methylation ratios of all genes excluding the CDKN2A and FOXO1 were significantly higher in the HL and NHL groups than the controls (p = 0.0001). We showed that SPI1, PRDX2, DLEC1, KLF4 and DAPK1 genes are epigenetically silenced via hypermethylation in the tumor tissues of children with HL and NHL. As CDKN2A gene was not expressed in both patient and control groups, we conclude that it is not specific to malignancy. As FOXO1 gene was similarly expressed in both groups, its relationship with malignancy could not be established. The epigenetically silenced genes may be candidates for biomarkers or therapeutic targets in childhood and adolescent lymphomas.
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Affiliation(s)
- İhsan Özdemir
- a Department of Pediatrics , Gazi University Medical Faculty , Ankara , Turkey
| | - Faruk Güçlü Pınarlı
- b Department of Pediatric Oncology , Gazi University Medical Faculty , Ankara , Turkey
| | - Ferda Alpaslan Pınarlı
- c Center of Cell Research and Genetic Diagnosis, Dışkapı Yıldırım Beyazıt Research Hospital , Health Sciences University , Ankara , Turkey
| | - F Nur Baran Aksakal
- d Department of Public Health , Gazi University Medical Faculty , Ankara , Turkey
| | - Arzu Okur
- b Department of Pediatric Oncology , Gazi University Medical Faculty , Ankara , Turkey
| | - Pınar Uyar Göçün
- e Department of Pathology , Gazi University Medical Faculty , Ankara , Turkey
| | - Ceyda Karadeniz
- b Department of Pediatric Oncology , Gazi University Medical Faculty , Ankara , Turkey
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DNA Methylation Levels of the ELMO Gene Promoter CpG Islands in Human Glioblastomas. Int J Mol Sci 2018; 19:ijms19030679. [PMID: 29495584 PMCID: PMC5877540 DOI: 10.3390/ijms19030679] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Revised: 02/13/2018] [Accepted: 02/23/2018] [Indexed: 02/07/2023] Open
Abstract
Complete surgical resection of glioblastoma is difficult due to the invasive nature of this primary brain tumor, for which the molecular mechanisms behind remain poorly understood. The three human ELMO genes play key roles in cellular motility, and have been linked to metastasis and poor prognosis in other cancer types. The aim of this study was to investigate methylation levels of the ELMO genes and their correlation to clinical characteristics and outcome in patients diagnosed with glioblastoma. To measure DNA methylation levels we designed pyrosequencing assays targeting the promoter CpG island of each the ELMO genes. These were applied to diagnostic tumor specimens from a well-characterized cohort of 121 patients who received standard treatment consisting of surgery, radiation therapy, plus concomitant and adjuvant chemotherapy. The promoter methylation levels of ELMO1 and ELMO2 were generally low, whereas ELMO3 methylation levels were high, in the tumor biopsies. Thirteen, six, and 18 biopsies were defined as aberrantly methylated for ELMO1, ELMO2, and ELMO3, respectively. There were no significant associations between the methylation status of any of the ELMO gene promoter CpG islands and overall survival, progression-free survival, and clinical characteristics of the patients including intracranial tumor location. Therefore, the methylation status of the ELMO gene promoter CpG islands is unlikely to have prognostic value in glioblastoma.
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Abstract
Pyrosequencing, a real-time sequencing technology, is considered a "gold standard" for quantitative allele quantification at single base resolution. Quantitative bisulfite Pyrosequencing determines DNA methylation level by analyzing artificial "C/T" SNPs at CpG sites within a specific Pyrosequencing assay. The bisulfite Pyrosequencing methylation assay design is DNA strand specific and the primer design should not contain any CpG sites and should be free of high-frequency mutations. Additionally Pyrosequencing assays must be tested for preferential amplification during bisulfite PCR to ensure the sequencing quantification accuracy and reproducibility. Pyrosequencing analysis gives a reproducible measurement of average methylation at several CpG sites within the Pyrosequencing assay directly from a PCR product, rapidly and accurately for many samples at a time. It is therefore well suited for clinical research, validation of whole-genome methylation screening results, and global methylation analysis using repetitive elements including LINE-1, Alu, and Sat2. Pyrosequencing reproducibility and accuracy result in low measurement variance, thereby increasing the likelihood of early detection of small changes in methylation levels that may become apparent in response to treatment. For example, the high reproducibility of the LINE-1 assay is important for detecting the relatively small daily changes in methylation levels associated with hypomethylation. This enables detection of differences in patterns between normal and disease tissue such as in tumor suppresser genes, and to determine global methylation changes in response drug treatments. Relatively low cost and easy automation allows the researcher to increase the experiment's sample population to detect trends that would otherwise not have a sufficient sampling basis for statistical significance.
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Affiliation(s)
| | - Jeffrey Y Zhou
- University of Massachusetts Medical School, Worcester, MA, USA
| | | | - Toshi Shioda
- Massachusetts General Hospital Center for Cancer Research, Harvard Medical School, Charlestown, MA, USA
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Calapre L, Warburton L, Millward M, Ziman M, Gray ES. Circulating tumour DNA (ctDNA) as a liquid biopsy for melanoma. Cancer Lett 2017; 404:62-69. [PMID: 28687355 DOI: 10.1016/j.canlet.2017.06.030] [Citation(s) in RCA: 82] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Revised: 06/16/2017] [Accepted: 06/16/2017] [Indexed: 01/10/2023]
Abstract
Circulating tumour DNA (ctDNA) has emerged as a promising blood-based biomarker for monitoring disease status of patients with advanced cancers. In melanoma, ctDNA has been shown to have clinical value as an alternative tumour source for the detection clinically targetable mutations for the assessment of response to therapy. This review provides a critical summary of the evidence that gives credence to the utility of ctDNA as a biomarker for monitoring of disease status in advanced melanoma and the steps required for its implementation into clinical settings.
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Affiliation(s)
- Leslie Calapre
- School of Medical Science, Edith Cowan University, Joondalup, WA, Australia.
| | - Lydia Warburton
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
| | - Michael Millward
- Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, WA, Australia; School of Medicine and Pharmacology, The University of Western Australia, Crawley, Western Australia, Australia
| | - Mel Ziman
- School of Medical Science, Edith Cowan University, Joondalup, WA, Australia; School of Pathology and Laboratory Medicine, University of Western Australia, Crawley, WA, Australia
| | - Elin S Gray
- School of Medical Science, Edith Cowan University, Joondalup, WA, Australia
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Moran S, Martinez-Cardús A, Boussios S, Esteller M. Precision medicine based on epigenomics: the paradigm of carcinoma of unknown primary. Nat Rev Clin Oncol 2017; 14:682-694. [PMID: 28675165 DOI: 10.1038/nrclinonc.2017.97] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Epigenetic alterations are a common hallmark of human cancer. Single epigenetic markers are starting to be incorporated into clinical practice; however, the translational use of these biomarkers has not been validated at the 'omics' level. The identification of the tissue of origin in patients with cancer of unknown primary (CUP) is an example of how epigenomics can be incorporated in clinical settings, addressing an unmet need in the diagnostic and clinical management of these patients. Despite the great diagnostic advances made in the past decade, the use of traditional diagnostic procedures only enables the tissue of origin to be determined in ∼30% of patients with CUP. Thus, development of molecularly guided diagnostic strategies has emerged to complement traditional procedures, thereby improving the clinical management of patients with CUP. In this Review, we present the latest data on strategies using epigenetics and other molecular biomarkers to guide therapeutic decisions involving patients with CUP, and we highlight areas warranting further research to engage the medical community in this unmet need.
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Affiliation(s)
- Sebastián Moran
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Avinguda Gran Via 199-203, 08908 L'Hospitalet del Llobregat, Barcelona, Spain
| | - Anna Martinez-Cardús
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Avinguda Gran Via 199-203, 08908 L'Hospitalet del Llobregat, Barcelona, Spain
| | - Stergios Boussios
- Department of Medical Oncology, Ioannina University Hospital, Niarxou Avenue, 45110 Ioannina, Greece
| | - Manel Esteller
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Avinguda Gran Via 199-203, 08908 L'Hospitalet del Llobregat, Barcelona, Spain.,Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), Carrer de la Feixa Llarga, s/n, 08908 L'Hospitalet, Spain.,Institucio Catalana de Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, 08010 Barcelona, Spain
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40
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Wedge E, Hansen JW, Garde C, Asmar F, Tholstrup D, Kristensen SS, Munch-Petersen HD, Ralfkiaer E, Brown P, Grønbaek K, Kristensen LS. Global hypomethylation is an independent prognostic factor in diffuse large B cell lymphoma. Am J Hematol 2017; 92:689-694. [PMID: 28378885 DOI: 10.1002/ajh.24751] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 03/16/2017] [Accepted: 03/28/2017] [Indexed: 12/17/2022]
Abstract
Global hypomethylation has been linked to disease progression in several cancers, but has not been reported for Diffuse Large B Cell Lymphoma (DLBCL). This study aimed to assess global methylation in DLBCL and describe its prognostic value. Mean LINE1 methylation, a validated surrogate measure for global methylation, was measured in DNA from 67 tumor biopsies. Additionally, cell-free circulating DNA (cfDNA) in plasma samples from 74 patients was tested to assess the feasibility of global hypomethylation as a biomarker in liquid biopsies. LINE1 methylation was assessed using a commercially available kit, based on pyrosequencing of PCR amplified bisulfite-treated DNA. Global hypomethylation was detected in a subset of cases and was associated with poor overall survival in both tumor biopsies (P = .001) and cfDNA (P = .009). It was the strongest risk factor in multivariate analysis in both biopsies (HR: 10.65, CI: 2.03-55.81, P = .005) and cfDNA (HR: 11.87, CI: 2.80-50.20, P = .001), outperforming conventional clinical risk factors. Finally, hierarchical cluster analyses were performed for the cfDNA samples using previously published gene-specific methylation data. This analysis shows that global hypomethylation co-occurs with other epigenetic abnormalities, including DAPK1 promoter hypermethylation. In conclusion, we have shown that global hypomethylation is strongly associated with poor survival in DLBCL both when present in tumor biopsy DNA and when detected in plasma cfDNA, and has potential for clinical application as a prognostic biomarker.
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Affiliation(s)
- Eileen Wedge
- Department of Haematology; Rigshospitalet; Copenhagen Denmark
| | | | - Christian Garde
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen
| | - Fazila Asmar
- Department of Haematology; Rigshospitalet; Copenhagen Denmark
| | - Dorte Tholstrup
- Department of Haematology; Rigshospitalet; Copenhagen Denmark
| | | | - Helga D. Munch-Petersen
- Department of Haematology; Rigshospitalet; Copenhagen Denmark
- Department of Pathology; Rigshospitalet; Copenhagen Denmark
| | | | - Peter Brown
- Department of Haematology; Rigshospitalet; Copenhagen Denmark
| | | | - Lasse Sommer Kristensen
- Department of Haematology; Rigshospitalet; Copenhagen Denmark
- Department of Molecular Biology and Genetics; Aarhus University; Aarhus Denmark
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41
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Zenz T, Kreuz M, Fuge M, Klapper W, Horn H, Staiger AM, Winter D, Helfrich H, Huellein J, Hansmann ML, Stein H, Feller A, Möller P, Schmitz N, Trümper L, Loeffler M, Siebert R, Rosenwald A, Ott G, Pfreundschuh M, Stilgenbauer S. TP53 mutation and survival in aggressive B cell lymphoma. Int J Cancer 2017; 141:1381-1388. [PMID: 28614910 DOI: 10.1002/ijc.30838] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2017] [Revised: 04/08/2017] [Accepted: 04/25/2017] [Indexed: 12/11/2022]
Abstract
TP53 is mutated in 20-25% of aggressive B-cell lymphoma (B-NHL). To date, no studies have addressed the impact of TP53 mutations in prospective clinical trial cohorts. To evaluate the impact of TP53 mutation to current risk models in aggressive B-NHL, we investigated TP53 gene mutations within the RICOVER-60 trial. Of 1,222 elderly patients (aged 61-80 years) enrolled in the study and randomized to six or eight cycles of CHOP-14 with or without Rituximab (NCT00052936), 265 patients were analyzed for TP53 mutations. TP53 mutations were demonstrated in 63 of 265 patients (23.8%). TP53 mutation was associated with higher LDH (65% vs. 37%; p < 0.001), higher international prognostic index-Scores (IPI 4/5 27% vs. 12%; p = 0.025) and B-symptoms (41% vs. 24%; p = 0.011). Patients with TP53 mutation were less likely to obtain a complete remission CR/CRu (CR unconfirmed) 61.9% (mut) vs. 79.7% (wt) (p = 0.007). TP53 mutations were associated with decreased event-free (EFS), progression-free (PFS) and overall survival (OS) (median observation time of 40.2 months): the 3 year EFS, PFS and OS were 42% (vs. 60%; p = 0.012), 42% (vs. 67.5%; p < 0.001) and 50% (vs. 76%; p < 0.001) for the TP53 mutation group. In a Cox proportional hazard analysis adjusting for IPI-factors and treatment arms, TP53 mutation was shown to be an independent predictor of EFS (HR 1.5), PFS (HR 2.0) and OS (HR 2.3; p < 0.001). TP53 mutations are independent predictors of survival in untreated patients with aggressive CD20+ lymphoma. TP53 mutations should be considered for risk models in DLBCL and strategies to improve outcome for patients with mutant TP53 must be developed.
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Affiliation(s)
- Thorsten Zenz
- Molecular Therapy in Haematology and Oncology and Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (dkfz), Heidelberg, Germany.,Dept. of Medicine V, University Hospital Heidelberg, Heidelberg, Germany.,Dept. of Internal Medicine III, University of Ulm, Ulm, Germany
| | - Markus Kreuz
- Institute for Medical Informatics, Statistics and Epidemiology, Universität Leipzig, Leipzig, Germany
| | - Maxi Fuge
- Dept. of Internal Medicine III, University of Ulm, Ulm, Germany
| | - Wolfram Klapper
- Institute of Pathology, Hematopathology Section and Lymph Node Registry, Universitätsklinikum Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Heike Horn
- Department of Clinical Pathology, Robert-Bosch-Krankenhaus, and Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, and University of Tübingen, Stuttgart, Germany
| | - Annette M Staiger
- Department of Clinical Pathology, Robert-Bosch-Krankenhaus, and Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, and University of Tübingen, Stuttgart, Germany
| | - Doris Winter
- Dept. of Internal Medicine III, University of Ulm, Ulm, Germany
| | - Hanne Helfrich
- Dept. of Internal Medicine III, University of Ulm, Ulm, Germany
| | - Jennifer Huellein
- Molecular Therapy in Haematology and Oncology and Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (dkfz), Heidelberg, Germany
| | - Martin-Leo Hansmann
- Dr. Senckenberg Institute of Pathology, Universitätsklinikum Frankfurt, Frankfurt, Germany
| | | | - Alfred Feller
- Institute of Pathology, University Hospital Schleswig-Holstein, Campus Lübeck, and Hämatopathologie Lübeck, Germany
| | - Peter Möller
- Institute of Pathology, Universitätsklinikum Ulm, Ulm, Germany
| | - Norbert Schmitz
- Department of Hematology, Oncology and Pneumonology, University Hospital of Muenster, Muenster, Germany
| | - Lorenz Trümper
- Department of Hematology and Oncology, Georg-August Universität, Göttingen, Germany
| | - Markus Loeffler
- Institute for Medical Informatics, Statistics and Epidemiology, Universität Leipzig, Leipzig, Germany
| | - Reiner Siebert
- Institute of Human Genetics, University of Ulm, Ulm, Germany
| | - Andreas Rosenwald
- Institute of Pathology, and Comprehensive Cancer Center Mainfranken (CCC MF), University of Würzburg, Würzburg, Germany
| | - German Ott
- Department of Clinical Pathology, Robert-Bosch-Krankenhaus, Stuttgart, Germany
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42
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Affiliation(s)
- Leandro Cerchietti
- Leandro Cerchietti and Ari Melnick, Weill Cornell Medicine, New York, NY
| | - Ari Melnick
- Leandro Cerchietti and Ari Melnick, Weill Cornell Medicine, New York, NY
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43
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Mitchell SM, Ho T, Brown GS, Baker RT, Thomas ML, McEvoy A, Xu ZZ, Ross JP, Lockett TJ, Young GP, LaPointe LC, Pedersen SK, Molloy PL. Evaluation of Methylation Biomarkers for Detection of Circulating Tumor DNA and Application to Colorectal Cancer. Genes (Basel) 2016; 7:E125. [PMID: 27983717 PMCID: PMC5192501 DOI: 10.3390/genes7120125] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Revised: 11/03/2016] [Accepted: 11/29/2016] [Indexed: 12/29/2022] Open
Abstract
Solid tumors shed DNA into circulation, and there is growing evidence that the detection of circulating tumor DNA (ctDNA) has broad clinical utility, including monitoring of disease, prognosis, response to chemotherapy and tracking tumor heterogeneity. The appearance of ctDNA in the circulating cell-free DNA (ccfDNA) isolated from plasma or serum is commonly detected by identifying tumor-specific features such as insertions, deletions, mutations and/or aberrant methylation. Methylation is a normal cell regulatory event, and since the majority of ccfDNA is derived from white blood cells (WBC), it is important that tumour-specific DNA methylation markers show rare to no methylation events in WBC DNA. We have used a novel approach for assessment of low levels of DNA methylation in WBC DNA. DNA methylation in 29 previously identified regions (residing in 17 genes) was analyzed in WBC DNA and eight differentially-methylated regions (DMRs) were taken through to testing in clinical samples using methylation specific PCR assays. DMRs residing in four genes, BCAT1, GRASP, IKZF1 and IRF4, exhibited low positivity, 3.5% to 7%, in the plasma of colonoscopy-confirmed healthy subjects, with the sensitivity for detection of ctDNA in colonoscopy-confirmed patients with colorectal cancer being 65%, 54.5%, 67.6% and 59% respectively.
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Affiliation(s)
- Susan M Mitchell
- CSIRO Food and Nutrition, P.O. Box 52, North Ryde, NSW 1670, Australia.
| | - Thu Ho
- CSIRO Food and Nutrition, P.O. Box 52, North Ryde, NSW 1670, Australia.
| | - Glenn S Brown
- CSIRO Food and Nutrition, P.O. Box 52, North Ryde, NSW 1670, Australia.
| | - Rohan T Baker
- Clinical Genomics Pty Ltd., North Ryde, NSW 2113, Australia.
| | | | - Aidan McEvoy
- Clinical Genomics Pty Ltd., North Ryde, NSW 2113, Australia.
| | - Zheng-Zhou Xu
- CSIRO Food and Nutrition, P.O. Box 52, North Ryde, NSW 1670, Australia.
| | - Jason P Ross
- CSIRO Food and Nutrition, P.O. Box 52, North Ryde, NSW 1670, Australia.
| | - Trevor J Lockett
- CSIRO Food and Nutrition, P.O. Box 52, North Ryde, NSW 1670, Australia.
| | - Graeme P Young
- Flinders Centre for Innovation in Cancer, Flinders University of South Australia, GPO Box 2100, Adelaide, SA 5001, Australia.
| | | | | | - Peter L Molloy
- CSIRO Food and Nutrition, P.O. Box 52, North Ryde, NSW 1670, Australia.
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