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Harbers L, Agostini F, Nicos M, Poddighe D, Bienko M, Crosetto N. Somatic Copy Number Alterations in Human Cancers: An Analysis of Publicly Available Data From The Cancer Genome Atlas. Front Oncol 2021; 11:700568. [PMID: 34395272 PMCID: PMC8355892 DOI: 10.3389/fonc.2021.700568] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 07/06/2021] [Indexed: 12/24/2022] Open
Abstract
Somatic copy number alterations (SCNAs) are a pervasive trait of human cancers that contributes to tumorigenesis by affecting the dosage of multiple genes at the same time. In the past decade, The Cancer Genome Atlas (TCGA) and the International Cancer Genome Consortium (ICGC) initiatives have generated and made publicly available SCNA genomic profiles from thousands of tumor samples across multiple cancer types. Here, we present a comprehensive analysis of 853,218 SCNAs across 10,729 tumor samples belonging to 32 cancer types using TCGA data. We then discuss current models for how SCNAs likely arise during carcinogenesis and how genomic SCNA profiles can inform clinical practice. Lastly, we highlight open questions in the field of cancer-associated SCNAs.
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Affiliation(s)
- Luuk Harbers
- Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
- Bienko-Crosetto Lab, Science for Life Laboratory, Stockholm, Sweden
| | - Federico Agostini
- Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
- Bienko-Crosetto Lab, Science for Life Laboratory, Stockholm, Sweden
| | - Marcin Nicos
- Department of Pneumonology, Oncology and Allergology, Medical University of Lublin, Lublin, Poland
| | - Dimitri Poddighe
- Department of Medicine, Nazarbayev University School of Medicine, Nur-Sultan, Kazakhstan
- Clinical Academic Department of Pediatrics, National Research Center for Maternal and Child Health, University Medical Center, Nur-Sultan, Kazakhstan
| | - Magda Bienko
- Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
- Bienko-Crosetto Lab, Science for Life Laboratory, Stockholm, Sweden
| | - Nicola Crosetto
- Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
- Bienko-Crosetto Lab, Science for Life Laboratory, Stockholm, Sweden
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Gomes-Lima CJ, Shobab L, Wu D, Ylli D, Bikas A, McCoy M, Feldman R, Lee W, Rao SN, Jensen K, Vasko V, Castro LC, Jonklaas J, Wartofsky L, Burman KD. Do Molecular Profiles of Primary Versus Metastatic Radioiodine Refractory Differentiated Thyroid Cancer Differ? Front Endocrinol (Lausanne) 2021; 12:623182. [PMID: 33716974 PMCID: PMC7949910 DOI: 10.3389/fendo.2021.623182] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 01/18/2021] [Indexed: 12/13/2022] Open
Abstract
Management of metastatic radioiodine refractory differentiated thyroid cancer (DTC) can be a therapeutic challenge. Generally, little is known about the paired molecular profile of the primary tumor and the metastases and whether they harbor the same genetic abnormalities. The present study compared the molecular profile of paired tumor specimens (primary tumor/metastatic sites) from patients with radioiodine refractory DTC in order to gain insight into a possible basis for resistance to radioiodine. Twelve patients with radioiodine refractory metastases were studied; median age at diagnosis of 61 years (range, 25-82). Nine patients had papillary TC (PTC), one had follicular TC (FTC), and two had Hürthle cell TC (HTC). Distant metastases were present in the lungs (n = 10), bones (n = 4), and liver (n = 1). The molecular profiling of paired tumors was performed with a panel of 592 genes for Next Generation Sequencing, RNA-sequencing, and immunohistochemistry. Digital microfluidic PCR was used to investigate TERT promoter mutations. The genetic landscape of all paired sites comprised BRAF, NRAS, HRAS, TP53, ATM, MUTYH, POLE, and NTRK genes, including BRAF and NTRK fusions. BRAF V600E was the most common point mutation in the paired specimens (5/12). TERT promoter mutation C228T was detected in one case. PD-L1 expression at metastatic sites was highly positive (95%) for one patient with HTC. All specimens were stable for microsatellite instability testing, and the tumor mutation burden was low to intermediate. Therefore, the molecular profile of DTC primary and metastatic lesions can show heterogeneity, which may help explain some altered responses to therapeutic intervention.
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Affiliation(s)
- Cristiane J. Gomes-Lima
- Department of Internal Medicine, MedStar Clinical Research Center, MedStar Health Research Institute (MHRI), Washington, DC, United States
- Section of Endocrinology, MedStar Washington Hospital Center, Washington, DC, United States
- University of Brasilia School of Health Sciences, Postgraduate Program, Brasilia, Brazil
| | - Leila Shobab
- Section of Endocrinology, MedStar Washington Hospital Center, Washington, DC, United States
| | - Di Wu
- Department of Internal Medicine, MedStar Clinical Research Center, MedStar Health Research Institute (MHRI), Washington, DC, United States
- Section of Endocrinology, MedStar Washington Hospital Center, Washington, DC, United States
| | - Dorina Ylli
- Department of Internal Medicine, MedStar Clinical Research Center, MedStar Health Research Institute (MHRI), Washington, DC, United States
- Section of Endocrinology, MedStar Washington Hospital Center, Washington, DC, United States
| | - Athanasios Bikas
- Department of Internal Medicine, MedStar Georgetown University Hospital, Washington, DC, United States
| | - Matthew McCoy
- Innovation Center for Biomedical Informatics, Georgetown University Medical Center, Washington, DC, United States
| | - Rebecca Feldman
- Caris Life Sciences, Medical Affairs, Phoenix, AZ, United States
| | - Wen Lee
- Department of Internal Medicine, MedStar Georgetown University Hospital, Washington, DC, United States
| | - Sarika N. Rao
- Division of Endocrinology, Mayo Clinic, Jacksonville, FL, United States
| | - Kirk Jensen
- Department of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Vasily Vasko
- Department of Pediatrics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Luiz Claudio Castro
- Department of Pediatrics, University of Brasilia School of Medicine, Brasilia, Brazil
| | - Jacqueline Jonklaas
- Department of Medicine, Georgetown University, Washington, DC, United States
| | - Leonard Wartofsky
- Department of Internal Medicine, MedStar Clinical Research Center, MedStar Health Research Institute (MHRI), Washington, DC, United States
- Section of Endocrinology, MedStar Washington Hospital Center, Washington, DC, United States
| | - Kenneth D. Burman
- Section of Endocrinology, MedStar Washington Hospital Center, Washington, DC, United States
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Comprehensive Profiling of Primary and Metastatic ccRCC Reveals a High Homology of the Metastases to a Subregion of the Primary Tumour. Cancers (Basel) 2019; 11:cancers11060812. [PMID: 31212796 PMCID: PMC6628027 DOI: 10.3390/cancers11060812] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 06/04/2019] [Accepted: 06/05/2019] [Indexed: 12/19/2022] Open
Abstract
While intratumour genetic heterogeneity of primary clear cell renal cell carcinoma (ccRCC) is well characterized, the genomic profiles of metastatic ccRCCs are seldom studied. We profiled the genomes and transcriptomes of a primary tumour and matched metastases to better understand the evolutionary processes that lead to metastasis. In one ccRCC patient, four regions of the primary tumour, one region of the thrombus in the inferior vena cava, and four lung metastases (including one taken after pegylated (PEG)-interferon therapy) were analysed separately. Each sample was analysed for copy number alterations and somatic mutations by whole exome sequencing. We also evaluated gene expression profiles for this patient and 15 primary tumour and 15 metastasis samples from four additional patients. Copy number profiles of the index patient showed two distinct subgroups: one consisted of three primary tumours with relatively minor copy number changes, the other of a primary tumour, the thrombus, and the lung metastases, all with a similar copy number pattern and tetraploid-like characteristics. Somatic mutation profiles indicated parallel clonal evolution with similar numbers of private mutations in each primary tumour and metastatic sample. Expression profiling of the five patients revealed significantly changed expression levels of 57 genes between primary tumours and metastases, with enrichment in the extracellular matrix cluster. The copy number profiles suggest a punctuated evolution from a subregion of the primary tumour. This process, which differentiated the metastases from the primary tumours, most likely occurred rapidly, possibly even before metastasis formation. The evolutionary patterns we deduced from the genomic alterations were also reflected in the gene expression profiles.
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