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Lippert J, Smith G, Appenzeller S, Landwehr LS, Prete A, Steinhauer S, Asia M, Urlaub H, Elhassan YS, Kircher S, Arlt W, Fassnacht M, Altieri B, Ronchi CL. Circulating cell-free DNA-based biomarkers for prognostication and disease monitoring in adrenocortical carcinoma. Eur J Endocrinol 2024; 190:234-247. [PMID: 38451242 DOI: 10.1093/ejendo/lvae022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 01/11/2024] [Accepted: 02/16/2024] [Indexed: 03/08/2024]
Abstract
OBJECTIVE Adrenocortical carcinoma (ACC) is a rare aggressive cancer with heterogeneous behaviour. Disease surveillance relies on frequent imaging, which comes with significant radiation exposure. The aim of the study was to investigate the role of circulating cell-free DNA (ccfDNA)-related biomarkers (BMs) for prognostication and monitoring of ACC. DESIGN AND METHODS We investigated 34 patients with ACC and 23 healthy subjects (HSs) as controls. Circulating cell-free DNA was extracted by commercial kits and ccfDNA concentrations were quantified by fluorimeter (BM1). Targeted sequencing was performed using a customized panel of 27 ACC-specific genes. Leucocyte DNA was used to discriminate somatic variants (BM2), while tumour DNA was sequenced in 22/34 cases for comparison. Serial ccfDNA samples were collected during follow-up in 19 ACC patients (median period 9 months) and analysed in relationship with standard radiological imaging. RESULTS Circulating cell-free DNA concentrations were higher in ACC than HS (mean ± SD, 1.15 ± 1.56 vs 0.05 ± 0.05 ng/µL, P < .0001), 96% of them being above the cut-off of 0.146 ng/µL (mean HS + 2 SD, positive BM1). At ccfDNA sequencing, 47% of ACC showed at least 1 somatic mutation (positive BM2). A combined ccfDNA-BM score was strongly associated with both progression-free and overall survival (hazard ratio [HR] = 2.63; 95% CI, 1.13-6.13; P = .010, and HR = 5.98; 95% CI, 2.29-15.6; P = .0001, respectively). During disease monitoring, positive BM2 showed the best specificity (100%) and sensitivity (67%) to detect ACC recurrence or progress compared with BM1. CONCLUSION ccfDNA-related BMs are frequently detected in ACC patients and represent a promising, minimally invasive tool to predict clinical outcome and complement surveillance imaging. Our findings will be validated in a larger cohort of ACCs with long-term follow-up.
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Affiliation(s)
- Juliane Lippert
- Division of Endocrinology and Diabetes, Department of Medicine, University Hospital, University of Wuerzburg, 97080 Wuerzburg, Germany
- Institute of Human Genetics, University of Wuerzburg, 97070 Wuerzburg, Germany
| | - Gabrielle Smith
- Institute of Metabolism and System Research, University of Birmingham, B152TT Birmingham, United Kingdom
| | - Silke Appenzeller
- Core Unit Bioinformatics, Comprehensive Cancer Center Mainfranken, University of Wuerzburg, 97070 Wuerzburg, Germany
| | - Laura-Sophie Landwehr
- Division of Endocrinology and Diabetes, Department of Medicine, University Hospital, University of Wuerzburg, 97080 Wuerzburg, Germany
| | - Alessandro Prete
- Institute of Metabolism and System Research, University of Birmingham, B152TT Birmingham, United Kingdom
- Centre for Endocrinology, Diabetes and Metabolism (CEDAM), Birmingham Health Partners, B152TT Birmingham, United Kingdom
- NIHR Birmingham Biomedical Research Centre, University of Birmingham, University Hospitals Birmingham NHS Foundation Trust, B152GW Birmingham, United Kingdom
| | - Sonja Steinhauer
- Division of Endocrinology and Diabetes, Department of Medicine, University Hospital, University of Wuerzburg, 97080 Wuerzburg, Germany
| | - Miriam Asia
- Endocrine Department, Queen Elizabeth Hospital Birmingham NHS Trust, B152GW Birmingham, United Kingdom
| | - Hanna Urlaub
- Division of Endocrinology and Diabetes, Department of Medicine, University Hospital, University of Wuerzburg, 97080 Wuerzburg, Germany
| | - Yasir S Elhassan
- Institute of Metabolism and System Research, University of Birmingham, B152TT Birmingham, United Kingdom
- Endocrine Department, Queen Elizabeth Hospital Birmingham NHS Trust, B152GW Birmingham, United Kingdom
| | - Stefan Kircher
- Department of Pathology, University of Wuerzburg, 97080 Wuerzburg, Germany
| | - Wiebke Arlt
- Institute of Metabolism and System Research, University of Birmingham, B152TT Birmingham, United Kingdom
- MRC Laboratory of Medical Sciences, W120TN London, United Kingdom
| | - Martin Fassnacht
- Division of Endocrinology and Diabetes, Department of Medicine, University Hospital, University of Wuerzburg, 97080 Wuerzburg, Germany
| | - Barbara Altieri
- Division of Endocrinology and Diabetes, Department of Medicine, University Hospital, University of Wuerzburg, 97080 Wuerzburg, Germany
| | - Cristina L Ronchi
- Institute of Metabolism and System Research, University of Birmingham, B152TT Birmingham, United Kingdom
- Centre for Endocrinology, Diabetes and Metabolism (CEDAM), Birmingham Health Partners, B152TT Birmingham, United Kingdom
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Perge P, Nyirő G, Vékony B, Igaz P. Liquid biopsy for the assessment of adrenal cancer heterogeneity: where do we stand? Endocrine 2022; 77:425-431. [PMID: 35552979 PMCID: PMC9385753 DOI: 10.1007/s12020-022-03066-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Accepted: 04/27/2022] [Indexed: 02/06/2023]
Abstract
Almost 10 years have passed since the first attempts of liquid biopsy aimed at the characterisation of tumor cells present in the bloodstream from a regular sample of peripheral blood were performed. Liquid biopsy has been used to characterise tumor heterogeneity in various types of solid tumors including adrenocortical carcinoma. The development of molecular biology, genetics, and methodological advances such as digital PCR and next-generation sequencing allowed us to use besides circulating tumor cells a variety of circulating cell-free nucleic acids, DNAs, RNAs and microRNAs secreted by tumors into blood and other body fluids as specific molecular markers. These markers are used for diagnosis, to check tumor development, selecting efficient therapies, therapy monitoring and even possess prognostic power. In adrenocortical carcinoma, there are some studies reporting analysis of circulating tumor cells, circulating cell free DNA and microRNAs for assessing tumor heterogeneity. Among microRNAs, hsa-miR-483-5p seems to be the most important player. Combined with other microRNAs like hsa-miR-195, their expression correlates with recurrence-free survival. Most studies support the applicability of liquid biopsy for assessing temporal tumor heterogeneity (i.e. tumor progression) in adrenocortical cancer. In this mini-review, the available findings of liquid biopsy for assessing tumor heterogeneity in adrenocortical cancer are presented.
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Affiliation(s)
- Pál Perge
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, H-1083, Budapest, Hungary
| | - Gábor Nyirő
- Department of Endocrinology, ENS@T Research Center of Excellence, Faculty of Medicine, Semmelweis University, H-1083, Budapest, Hungary
- MTA-SE Molecular Medicine Research Group, Eötvös Loránd Research Network, H-1083, Budapest, Hungary
- Institute of Laboratory Medicine, Faculty of Medicine, Semmelweis University, H-1089, Budapest, Hungary
| | - Bálint Vékony
- Department of Endocrinology, ENS@T Research Center of Excellence, Faculty of Medicine, Semmelweis University, H-1083, Budapest, Hungary
| | - Peter Igaz
- Department of Internal Medicine and Oncology, Faculty of Medicine, Semmelweis University, H-1083, Budapest, Hungary.
- Department of Endocrinology, ENS@T Research Center of Excellence, Faculty of Medicine, Semmelweis University, H-1083, Budapest, Hungary.
- MTA-SE Molecular Medicine Research Group, Eötvös Loránd Research Network, H-1083, Budapest, Hungary.
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Grisanti S, Cosentini D, Sigala S, Berruti A. Molecular genotyping of adrenocortical carcinoma: a systematic analysis of published literature 2019-2021. Curr Opin Oncol 2022; 34:19-28. [PMID: 34669649 PMCID: PMC10863665 DOI: 10.1097/cco.0000000000000799] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
PURPOSE OF REVIEW comprehensive molecular characterization of adrenocortical carcinoma (ACC) through next-generation sequencing and bioinformatics analyses is expanding the number of targets with potential prognostic and therapeutic value. We performed a critical review of recent published literature on genotyping of ACC. RECENT FINDINGS 423 studies were published between 2019 and 2021. After manual curation we summarized selected evidence in two thematic areas: germline deoxyribonucleic acid (DNA) variations, genomic alterations and prognosis. SUMMARY the evolving genomic landscape of ACC requires target validation in terms of prognostic and predictive value within scientific consortia. Although the existing multiple driver genes are difficult targets in the perspective of precision oncology, alterations in DNA damage repair genes or in promoter hypermethylation could open new venues for repurposing of existing drugs in ACC.
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Affiliation(s)
- Salvatore Grisanti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili
| | - Deborah Cosentini
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili
| | - Sandra Sigala
- Section of Pharmacology, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Alfredo Berruti
- Medical Oncology Unit, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, ASST Spedali Civili
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Li K, Luo H, Huang L, Luo H, Zhu X. Microsatellite instability: a review of what the oncologist should know. Cancer Cell Int 2020; 20:16. [PMID: 31956294 PMCID: PMC6958913 DOI: 10.1186/s12935-019-1091-8] [Citation(s) in RCA: 289] [Impact Index Per Article: 57.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Accepted: 12/28/2019] [Indexed: 02/06/2023] Open
Abstract
The patients with high microsatellite instability (MSI-H)/mismatch repair deficient (dMMR) tumors recently have been reported that can benefit from immunotherapy, and MSI can be used as a genetic instability of a tumor detection index. However, many studies have shown that there are many heterogeneous phenomena in patients with MSI tumors in terms of immunotherapy, prognosis and chemotherapy sensitivity. Here we mainly review the research results of MSI detection methods, the mechanisms of MSI occurrence and its relationship with related tumors, aiming to make a brief analysis of the current research status of MSI and provide comparable reference and guidance value for further research in this field.
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Affiliation(s)
- Kai Li
- 1Guangdong Key Laboratory for Research and Development of Natural Drugs, Guangdong Medical University, Zhanjiang, 524023 China.,2The Marine Biomedical Research Institute, Southern Marine Science and Engineering Guangdong Laboratory Zhanjiang, Guangdong Medical University, Zhanjiang, 524023 China.,3Cancer Center, The Affiliated Hospital, Guangdong Medical University, Zhanjiang, 524023 China
| | - Haiqing Luo
- 3Cancer Center, The Affiliated Hospital, Guangdong Medical University, Zhanjiang, 524023 China
| | - Lianfang Huang
- 1Guangdong Key Laboratory for Research and Development of Natural Drugs, Guangdong Medical University, Zhanjiang, 524023 China.,2The Marine Biomedical Research Institute, Southern Marine Science and Engineering Guangdong Laboratory Zhanjiang, Guangdong Medical University, Zhanjiang, 524023 China
| | - Hui Luo
- 2The Marine Biomedical Research Institute, Southern Marine Science and Engineering Guangdong Laboratory Zhanjiang, Guangdong Medical University, Zhanjiang, 524023 China
| | - Xiao Zhu
- 1Guangdong Key Laboratory for Research and Development of Natural Drugs, Guangdong Medical University, Zhanjiang, 524023 China.,2The Marine Biomedical Research Institute, Southern Marine Science and Engineering Guangdong Laboratory Zhanjiang, Guangdong Medical University, Zhanjiang, 524023 China
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McCabe MJ, Gauthier MEA, Chan CL, Thompson TJ, De Sousa SMC, Puttick C, Grady JP, Gayevskiy V, Tao J, Ying K, Cipponi A, Deng N, Swarbrick A, Thomas ML, Lord RV, Johns AL, Kohonen-Corish M, O'Toole SA, Clark J, Mueller SA, Gupta R, McCormack AI, Dinger ME, Cowley MJ. Development and validation of a targeted gene sequencing panel for application to disparate cancers. Sci Rep 2019; 9:17052. [PMID: 31745186 PMCID: PMC6864073 DOI: 10.1038/s41598-019-52000-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 10/09/2019] [Indexed: 02/08/2023] Open
Abstract
Next generation sequencing has revolutionised genomic studies of cancer, having facilitated the development of precision oncology treatments based on a tumour's molecular profile. We aimed to develop a targeted gene sequencing panel for application to disparate cancer types with particular focus on tumours of the head and neck, plus test for utility in liquid biopsy. The final panel designed through Roche/Nimblegen combined 451 cancer-associated genes (2.01 Mb target region). 136 patient DNA samples were collected for performance and application testing. Panel sensitivity and precision were measured using well-characterised DNA controls (n = 47), and specificity by Sanger sequencing of the Aryl Hydrocarbon Receptor Interacting Protein (AIP) gene in 89 patients. Assessment of liquid biopsy application employed a pool of synthetic circulating tumour DNA (ctDNA). Library preparation and sequencing were conducted on Illumina-based platforms prior to analysis with our accredited (ISO15189) bioinformatics pipeline. We achieved a mean coverage of 395x, with sensitivity and specificity of >99% and precision of >97%. Liquid biopsy revealed detection to 1.25% variant allele frequency. Application to head and neck tumours/cancers resulted in detection of mutations aligned to published databases. In conclusion, we have developed an analytically-validated panel for application to cancers of disparate types with utility in liquid biopsy.
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Affiliation(s)
- Mark J McCabe
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- Hormones and Cancer Group, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- St Vincent's Clinical School, UNSW Australia, Sydney, NSW, Australia
| | - Marie-Emilie A Gauthier
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- The Sydney Head and Neck Cancer Institute, Chris O'Brien Lifehouse, Sydney, Australia
- Children's Cancer Institute, Randwick, NSW, Australia
| | - Chia-Ling Chan
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Tanya J Thompson
- Hormones and Cancer Group, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Sunita M C De Sousa
- Endocrine and Metabolic Unit, Royal Adelaide Hospital, Adelaide, SA, Australia
- Adult Genetics Unit, Royal Adelaide Hospital, Adelaide, SA, Australia
- Department of Genetics and Molecular Pathology, Centre for Cancer Biology, an SA Pathology and University of South Australia alliance, Adelaide, SA, Australia
- School of Medicine, University of Adelaide, Adelaide, SA, Australia
| | - Clare Puttick
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - John P Grady
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Velimir Gayevskiy
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Jiang Tao
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Kevin Ying
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Arcadi Cipponi
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Niantao Deng
- St Vincent's Clinical School, UNSW Australia, Sydney, NSW, Australia
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Alex Swarbrick
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Melissa L Thomas
- St Vincent's Centre for Applied Medical Research, Darlinghurst, NSW, Australia
| | - Reginald V Lord
- St Vincent's Centre for Applied Medical Research, Darlinghurst, NSW, Australia
- Notre Dame University School of Medicine, Sydney, NSW, Australia
| | - Amber L Johns
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Maija Kohonen-Corish
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- St George and Sutherland Clinical School, UNSW Australia, Sydney, NSW, Australia
- Woolcock Institute of Medical Research, University of Sydney, Sydney, NSW, Australia
| | - Sandra A O'Toole
- Northern Clinical School, The University of Sydney, Royal North Shore Hospital, St Leonards, NSW, Australia
- Sydney Medical School, The University of Sydney, Camperdown,, NSW, Australia
- Western Sydney University Medical School, Campbelltown, NSW, Australia
- Australian Clinical Labs, Bella Vista, NSW, Australia
| | - Jonathan Clark
- The Sydney Head and Neck Cancer Institute, Chris O'Brien Lifehouse, Sydney, Australia
- Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
- Central Clinical School, The University of Sydney, Sydney, NSW, Australia
| | - Simon A Mueller
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- The Sydney Head and Neck Cancer Institute, Chris O'Brien Lifehouse, Sydney, Australia
- Department for Oto-Rhino-Laryngology, Head and Neck Surgery, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Ruta Gupta
- The Sydney Head and Neck Cancer Institute, Chris O'Brien Lifehouse, Sydney, Australia
- Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
- Central Clinical School, The University of Sydney, Sydney, NSW, Australia
| | - Ann I McCormack
- Hormones and Cancer Group, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- St Vincent's Clinical School, UNSW Australia, Sydney, NSW, Australia
- Department of Endocrinology, St Vincent's Hospital, Darlinghurst, NSW, Australia
| | - Marcel E Dinger
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- St Vincent's Clinical School, UNSW Australia, Sydney, NSW, Australia
| | - Mark J Cowley
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia.
- St Vincent's Clinical School, UNSW Australia, Sydney, NSW, Australia.
- Children's Cancer Institute, Randwick, NSW, Australia.
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