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Kahana-Edwin S, Torpy J, Cain LE, Mullins A, McCowage G, Woodfield SE, Vasudevan SA, Shea DPT, Minoche AE, Espinoza AF, Kummerfeld S, Goldstein LD, Karpelowsky J. Quantitative ctDNA Detection in Hepatoblastoma: Implications for Precision Medicine. Cancers (Basel) 2023; 16:12. [PMID: 38201440 PMCID: PMC10778269 DOI: 10.3390/cancers16010012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 12/11/2023] [Accepted: 12/15/2023] [Indexed: 01/12/2024] Open
Abstract
Hepatoblastoma is characterized by driver mutations in CTNNB1, making it an attractive biomarker for a liquid biopsy approach utilizing circulating tumor DNA (ctDNA). This prospective observational study sought to ascertain the feasibility of ctDNA detection in patients with hepatoblastoma and explore its associations with established clinical indicators and biomarkers, including serum Alpha-fetoprotein (AFP). We obtained 38 plasma samples and 17 tumor samples from 20 patients with hepatoblastoma. These samples were collected at various stages: 10 at initial diagnosis, 17 during neoadjuvant chemotherapy, 6 post-operatively, and 5 at disease recurrence. Utilizing a bespoke sequencing assay we developed called QUENCH, we identified single nucleotide variants and deletions in CTNNB1 ctDNA. Our study demonstrated the capability to quantitate ctDNA down to a variant allele frequency of 0.3%, achieving a sensitivity of 90% for patients at initial diagnosis, and a specificity of 100% at the patient level. Notably, ctDNA positivity correlated with tumor burden, and ctDNA levels exhibited associations with macroscopic residual disease and treatment response. Our findings provide evidence for the utility of quantitative ctDNA detection in hepatoblastoma management. Given the distinct detection targets, ctDNA and AFP-based stratification and monitoring approaches could synergize to enhance clinical decision-making. Further research is needed to elucidate the interplay between ctDNA and AFP and determine the optimal clinical applications for both methods in risk stratification and residual disease detection.
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Affiliation(s)
- Smadar Kahana-Edwin
- Children’s Cancer Research Unit, Kids Research, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia
| | - James Torpy
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Lucy E. Cain
- Cancer Centre for Children, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia
| | - Anna Mullins
- Cancer Centre for Children, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia
| | - Geoffrey McCowage
- Cancer Centre for Children, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia
| | - Sarah E. Woodfield
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children’s Surgical Oncology Program, Texas Children’s Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Sanjeev A. Vasudevan
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children’s Surgical Oncology Program, Texas Children’s Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Dan P. T. Shea
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Andre E. Minoche
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Andres F. Espinoza
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children’s Surgical Oncology Program, Texas Children’s Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Sarah Kummerfeld
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
- St Vincent’s Clinical School, UNSW Sydney, Sydney, NSW 2217, Australia
| | - Leonard D. Goldstein
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
- St Vincent’s Clinical School, UNSW Sydney, Sydney, NSW 2217, Australia
| | - Jonathan Karpelowsky
- Children’s Cancer Research Unit, Kids Research, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia
- Paediatric Oncology and Thoracic Surgery, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia
- Division of Child and Adolescent Health, The University of Sydney, Sydney, NSW 2050, Australia
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Cain LE, Stephen K, Antonenas V, Montgomery K, Meares B, Gabriel MA. Haematopoietic Progenitor Cell Mobilisation Following Blinatumomab Therapy in Childhood Acute Lymphoblastic Leukaemia. Transplant Cell Ther 2023. [DOI: 10.1016/s2666-6367(23)00227-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Cain LE, Araya M, Barbaric D, Chapman LRM, Manoharan N, Maurice LC, McCleary K, Mitchell R, O’Brien TA, Oswald C, Trahair TN, Trickett A, Nelson AS. Paediatric Experience of Chimeric Antigen Receptor T-Cell Therapy for Relapsed/Refractory Philadelphia Chromosome-Positive Acute Lymphoblastic Leukaemia. Transplant Cell Ther 2022. [DOI: 10.1016/s2666-6367(22)00376-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Kahana-Edwin S, Cain LE, McCowage G, Darmanian A, Wright D, Mullins A, Saletta F, Karpelowsky J. Neuroblastoma Molecular Risk-Stratification of DNA Copy Number and ALK Genotyping via Cell-Free Circulating Tumor DNA Profiling. Cancers (Basel) 2021; 13:3365. [PMID: 34282791 PMCID: PMC8267662 DOI: 10.3390/cancers13133365] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 06/25/2021] [Accepted: 06/29/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND MYCN amplification (MNA), segmental chromosomal aberrations (SCA) and ALK activating mutations are biomarkers for risk-group stratification and for targeted therapeutics for neuroblastoma, both of which are currently assessed on tissue biopsy. Increase in demand for tumor genetic testing for neuroblastoma diagnosis is posing a challenge to current practice, as the small size of the core needle biopsies obtained are required for multiple molecular tests. We evaluated the utility of detecting these biomarkers in the circulation. METHODS Various pre-analytical conditions tested to optimize circulating-tumor DNA (ctDNA) copy number changes evaluations. Plasma samples from 10 patients diagnosed with neuroblastoma assessed for SCA and MNA using single nucleotide polymorphism (SNP) array approach currently used for neuroblastoma diagnosis, with MNA status assessed independently using digital-droplet PCR (ddPCR). Three patients (one in common with the previous 10) tested for ALK activating mutations p.F1174L and p.F1245I using ddPCR. RESULTS Copy number detection is highly affected by physical perturbations of the blood sample (mimicking suboptimal sample shipment), which could be overcome using specialized preservative collection tubes. Pre-analytical DNA repair procedures on ctDNA before SNP chromosome microarray processing improved the lower limit of detection for SCA and MNA, defined as 20% and 10%, respectively. We detected SCA in 10/10 (100%) patients using SNP array, 7 of which also presented MNA. Circulating-free DNA (cfDNA) and matched tumor DNA profiles were generally identical. MNA was detected using ddPCR in 7/7 (100%) of MNA and 0/12 (0%) non-MNA cases. MNA and ALK mutation dynamic change was assessed in longitudinal samples from 4 and 3 patients (one patient with both), respectively, accurately reflected response to treatment in 6/6 (100%) and disease recurrence in 5/6 (83%) of cases. Samples taken prior to targeted treatment with the ALK inhibitor Lorlatinib and 6-8 weeks on treatment showed reduction/increase in ALK variants according to response to treatment. CONCLUSIONS These results demonstrate the feasibility of ctDNA profiling for molecular risk-stratification, and treatment monitoring in a clinically relevant time frame and the potential to reduce fresh tissue requirements currently embedded in the management of neuroblastoma.
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Affiliation(s)
- Smadar Kahana-Edwin
- Advanced Molecular Diagnostics, Children’s Cancer Research Unit, Kids Research, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia; (F.S.); (J.K.)
| | - Lucy E. Cain
- Cancer Centre for Children, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia; (L.E.C.); (G.M.); (A.M.)
| | - Geoffrey McCowage
- Cancer Centre for Children, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia; (L.E.C.); (G.M.); (A.M.)
| | - Artur Darmanian
- Cytogenetics Department, Sydney Genome Diagnostics, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia; (A.D.); (D.W.)
| | - Dale Wright
- Cytogenetics Department, Sydney Genome Diagnostics, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia; (A.D.); (D.W.)
- Division of Child and Adolescent Health, The University of Sydney, Sydney, NSW 2145, Australia
| | - Anna Mullins
- Cancer Centre for Children, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia; (L.E.C.); (G.M.); (A.M.)
| | - Federica Saletta
- Advanced Molecular Diagnostics, Children’s Cancer Research Unit, Kids Research, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia; (F.S.); (J.K.)
| | - Jonathan Karpelowsky
- Advanced Molecular Diagnostics, Children’s Cancer Research Unit, Kids Research, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia; (F.S.); (J.K.)
- Division of Child and Adolescent Health, The University of Sydney, Sydney, NSW 2145, Australia
- Paediatric Oncology and Thoracic Surgery, The Children’s Hospital at Westmead, Sydney, NSW 2145, Australia
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Kahana-Edwin S, Minoche AE, Cain LE, McCowage G, Woodfield SE, Vasudevan SA, Kummerfeld S, Karpelowsky J. Abstract 582: Utility of CTNNB1 ctDNA as a biomarker for hepatoblastoma. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Driver mutations in CTNNB1 are a hallmark of hepatoblastoma (HB) and offer a common biomarker for a liquid biopsy approach that is based on the presence of CTNNB1 circulating tumor DNA (ctDNA). Initial results 1 showed an association of CTNNB1 ctDNA variant allele frequency (VAF) identified through digital droplet PCR (ddPCR) and the levels of serum Alpha-fetoprotein (AFP, current HB biomarker) throughout the course of treatment of three patients with HB. However, applying custom probe-designed ddPCR assays may pose challenges for real-time data at diagnosis. Our primary objective is to investigate the utility of a universal next-generation sequencing (NGS) assay to detect CTNNB1 ctDNA in patients with HB. Our secondary objective is to compare the levels of: (1) NGS ctDNA, (2) ddPCR ctDNA, (3) AFP, and verify if they correlate with tumor burden and treatment response. We developed and tested a custom NGS assay covering exons 2 to 4 of CTNNB1 for detection of somatic mutations in plasma. We used the QIASeq platform which: (1) is based on a single primer extension and, thus, captures both single nucleotide variants (SNV) and structural variants (SV), and (2) integrates unique molecular indexing (UMI), thus allowing determination of ctDNA levels from VAF. Our cohort included 18 patients, 13 with Sanger sequencing confirmed CTNNB1 somatic mutations in the matched tumors: 6 missense SNVs and 7 deletions ranging from 96 to 348 base pairs. Our NGS assay was able to accurately detect mutations in 9/13 (69%, 7 SV and 2 SNV) of the Sanger confirmed cases, and SV and missense SNV in 2/5 (40%) cases pending orthogonal Sanger confirmation. Available ddPCR data for 3 patients (8 samples) 1 and corresponding NGS data showed similar ctDNA levels (deviation ranging between 1.2-8.5%). NGS CTNNB1 variants were detected in samples taken at initial diagnosis in 8/9 (89%), following neoadjuvant chemotherapy in 4/9 (44%), post-operatively for fully resected localized disease in 0/4 (0%), and metastatic recurrence in 1/5 (20%), suggesting a positive correlation between CTNNB1 variants and tumor burden. AFP levels were available for 24/27 samples, with abnormal levels detected in 23 samples. The ctDNA levels determined from NGS did not correlate with AFP levels; however, longitudinal plasma samples (n=9) showed similar dynamics of both ctDNA and AFP, reflecting the response to treatment. To conclude, we show that ctDNA detectable with our universal HB NGS assay is a good surrogate marker of tumor burden and shows correlation with treatment response. SV, prevalent in approximately 50% of cases of HB, may be inadequately captured and thereby misrepresented in probe-capture NGS platforms but were highly detectable in our assay. Further work is needed to understand the interplay of both AFP and ctDNA in HB monitoring. Reference: 1. Kahana-Edwin S, McCowage G, Cain L, et al. Exploration of CTNNB1 ctDNA as a putative biomarker for hepatoblastoma. Pediatr Blood Cancer. 2020. doi:10.1002/pbc.28594
Citation Format: Smadar Kahana-Edwin, Andre E. Minoche, Lucy E. Cain, Geoffrey McCowage, Sarah E. Woodfield, Sanjeev A. Vasudevan, Sarah Kummerfeld, Jonathan Karpelowsky. Utility of CTNNB1 ctDNA as a biomarker for hepatoblastoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 582.
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Affiliation(s)
| | | | - Lucy E. Cain
- 1The Children's Hospital at Westmead, Sydney, Australia
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Kahana-Edwin S, Cain LE, Karpelowsky J. Roadmap to Liquid Biopsy Biobanking from Pediatric Cancers-Challenges and Opportunities. Biopreserv Biobank 2021; 19:124-129. [PMID: 33493007 DOI: 10.1089/bio.2020.0117] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Liquid biopsy is rapidly gaining traction for potentially revolutionizing cancer diagnosis and treatment through blood-based utilization of shed biomolecules. This approach can provide a global picture of the cancer in real time, at multiple time points, and with minimal invasiveness. In this review, we familiarize cancer biobanks with the principles used for liquid biopsy work and highlight unique aspects of applying liquid biopsy approaches to pediatric cancers to enable high-quality and efficient translational research.
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Affiliation(s)
- Smadar Kahana-Edwin
- Children's Cancer Research Unit, Kids Research, The Children's Hospital at Westmead, Westmead, Australia
| | - Lucy E Cain
- Children's Cancer Research Unit, Kids Research, The Children's Hospital at Westmead, Westmead, Australia
| | - Jonathan Karpelowsky
- Children's Cancer Research Unit, Kids Research, The Children's Hospital at Westmead, Westmead, Australia
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Cain LE, Cole SR, Chmiel J, Margolick J, Rinaldo C, Detels R. 143-S: Effect of Haart on Repeated Aids Events Among Male HIV Seroconverters. Am J Epidemiol 2005. [DOI: 10.1093/aje/161.supplement_1.s36b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- L E Cain
- Johns Hopkins University, Baltimore, MD 21205
| | - S R Cole
- Johns Hopkins University, Baltimore, MD 21205
| | - J Chmiel
- Johns Hopkins University, Baltimore, MD 21205
| | - J Margolick
- Johns Hopkins University, Baltimore, MD 21205
| | - C Rinaldo
- Johns Hopkins University, Baltimore, MD 21205
| | - R Detels
- Johns Hopkins University, Baltimore, MD 21205
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