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Zhou Y, Wu X, Zhang Y, Li Z, Ge X, Chen H, Mao Y, Ding W. Performance of multigene testing in cytologically indeterminate thyroid nodules and molecular risk stratification. PeerJ 2023; 11:e16054. [PMID: 37744220 PMCID: PMC10512961 DOI: 10.7717/peerj.16054] [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: 03/20/2023] [Accepted: 08/16/2023] [Indexed: 09/26/2023] Open
Abstract
Objective Thyroid cancer is the third most prevalent cancer among females. Genetic testing based on next-generation sequencing may provide an auxiliary diagnosis to reduce cytologically diagnostic uncertainty. However, commercial multigene tests are not widely available and are not well-tested in the Chinese population. Methods In this study, we designed a multigene testing panel and evaluated its performance in 529 cytologically indeterminate thyroid nodules (Bethesda III, IV and V). The molecular data of the DNA mutations and RNA fusions of fine needle aspiration samples were reviewed in conjunction with a clinical diagnosis, pathological reports, and definitive surgery for retrospective analysis. Then, the molecular risk stratification was investigated for its accuracy in malignant risk prediction. Results The overall combined consistency revealed substantial agreement (Kappa = 0.726) with the sensitivity, specificity, positive predictive value, and negative predictive values of 97.80%, 82.14%, 98.99%, and 67.65%, respectively. The most common aberration was BRAFV600E (82.59%), followed by NRAS mutants (4.07%), RET fusions (3.70%), and KRAS mutants (3.15%). Two cases (0.44%) were categorized into a high-risk group, 426 cases (94.67%) were categorized into a BRAF-like group with totally histopathologic papillary patterned tumors, and 22 cases (4.89%) were categorized into a RAS-like group with 14 papillary and eight follicular patterned tumors when the cohort concurrent aberrations were excluded. Potentially aggressive features may be related to concurrent molecular alterations of BRAFV600E with TERTQ302R, and AKT1L52R, NRASG12C, NRASQ61R, and CCDC6-RET fusions. Conclusions This study provided a multigene panel for identifying benign nodules from cytologically indeterminate thyroid nodules to avoid unnecessary surgery. We provide further evidence for using molecular risk stratification as a promising predictor of disease outcomes. The results of this study may be limited by the extremely high prevalence of cancer in the cohort for clinical reference.
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Affiliation(s)
- Yuanyuan Zhou
- Genome Center, KingMed Center for Clinical Laboratory Co., Ltd, Hefei, Anhui Province, China
| | - Xinping Wu
- Department of Ultrasound, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Third Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, Jiangsu Province, China
| | - Yuzhi Zhang
- Department of Ultrasound, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Third Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, Jiangsu Province, China
| | - Zhiqiang Li
- Genome Center, KingMed Center for Clinical Laboratory Co., Ltd, Hefei, Anhui Province, China
| | - Xia Ge
- Department of Pathological Diagnosis, KingMed Center for Clinical Laboratory Co., Ltd, Hefei, Anhui Province, China
| | - Hao Chen
- Genome Center, KingMed Center for Clinical Laboratory Co., Ltd, Hefei, Anhui Province, China
| | - Yuan Mao
- Genome Center, KingMed Center for Clinical Laboratory Co., Ltd, Hefei, Anhui Province, China
| | - Wenbo Ding
- Department of Ultrasound, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Third Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, Jiangsu Province, China
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Bychkovsky BL, Lo MT, Yussuf A, Horton C, Hemyari P, LaDuca H, Garber JE, Scheib R, Rana HQ. Pathogenic variants among females with breast cancer and a non-breast cancer reveal opportunities for cancer interception. Breast Cancer Res Treat 2023; 200:63-72. [PMID: 36856935 DOI: 10.1007/s10549-023-06870-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 01/21/2023] [Indexed: 03/02/2023]
Abstract
PURPOSE Herein, we report the frequency and distribution of germline pathogenic variants (PVs) among females with breast cancer (BC) and at least one other non-BC who underwent multi-gene panel testing (MGPT). Among females with PVs diagnosed first with BC or ovarian cancer (OC), we sought to enumerate the frequency of subsequent PV-associated cancers. METHODS Females with BC and cancer of ≥ 1 other site (multiple primary cancers, MPC) who underwent MGPT through Ambry Genetics from March 2012 to December 2016 were included if they had testing of at least 21 genes of interest (ATM, BARD1, BRCA1, BRCA2, BRIP1, CDH1, CHEK2, EPCAM, MLH1, MSH2, MSH6, MUTYH, NBN, NF1, PALB2, PMS2, PTEN, RAD51C, RAD51D, STK11, and TP53). Phenotypic data were abstracted from test requisition forms and clinical notes. RESULTS Of 6,617 evaluable patients, most were White (70.8%) and median age at first cancer, second cancer, and MGPT was 49 (interquartile range [IQR]: 18), 59 (IQR: 16), and 63 (IQR: 16) years, respectively. PVs were found among 14.1% (932/6617) of the overall cohort and in 16.4% (440/2687) of females who were diagnosed first with BC. Among those, 55.2% (243/440) had an actionable PV associated with a subsequent cancer diagnosis including 150 OCs. Of the 2443 females with breast and ovarian cancer, few (n = 97, 9.5%) were diagnosed first with OC, limiting our analysis. CONCLUSIONS Females with MPC, including BC, have a high frequency of germline PVs (14.1%). These data delineate the opportunities for intercepting subsequent cancers associated with genetic risk among females diagnosed first with BC.
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Affiliation(s)
- Brittany L Bychkovsky
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA. .,Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA, USA. .,Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA.
| | | | | | | | | | | | - Judy E Garber
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA.,Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA, USA.,Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Rochelle Scheib
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA.,Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA, USA.,Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Huma Q Rana
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA.,Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
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Schwartz A, Manning DK, Koeller DR, Chittenden A, Isidro RA, Hayes CP, Abraamyan F, Manam MD, Dwan M, Barletta JA, Sholl LM, Yurgelun MB, Rana HQ, Garber JE, Ghazani AA. An integrated somatic and germline approach to aid interpretation of germline variants of uncertain significance in cancer susceptibility genes. Front Oncol 2022; 12:942741. [PMID: 36091175 PMCID: PMC9453486 DOI: 10.3389/fonc.2022.942741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 07/12/2022] [Indexed: 11/13/2022] Open
Abstract
Genomic profiles of tumors are often unique and represent characteristic mutational signatures defined by DNA damage or DNA repair response processes. The tumor-derived somatic information has been widely used in therapeutic applications, but it is grossly underutilized in the assessment of germline genetic variants. Here, we present a comprehensive approach for evaluating the pathogenicity of germline variants in cancer using an integrated interpretation of somatic and germline genomic data. We have previously demonstrated the utility of this integrated approach in the reassessment of pathogenic germline variants in selected cancer patients with unexpected or non-syndromic phenotypes. The application of this approach is presented in the assessment of rare variants of uncertain significance (VUS) in Lynch-related colon cancer, hereditary paraganglioma-pheochromocytoma syndrome, and Li-Fraumeni syndrome. Using this integrated method, germline VUS in PMS2, MSH6, SDHC, SHDA, and TP53 were assessed in 16 cancer patients after genetic evaluation. Comprehensive clinical criteria, somatic signature profiles, and tumor immunohistochemistry were used to re-classify VUS by upgrading or downgrading the variants to likely or unlikely actionable categories, respectively. Going forward, collation of such germline variants and creation of cross-institutional knowledgebase datasets that include integrated somatic and germline data will be crucial for the assessment of these variants in a larger cancer cohort.
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Affiliation(s)
- Alison Schwartz
- Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Danielle K. Manning
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, United States
| | - Diane R. Koeller
- Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Anu Chittenden
- Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Raymond A. Isidro
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Connor P. Hayes
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, United States
| | - Feruza Abraamyan
- Harvard Medical School, Boston, MA, United States
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, United States
| | - Monica Devi Manam
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, United States
| | - Meaghan Dwan
- Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Justine A. Barletta
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Lynette M. Sholl
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Matthew B. Yurgelun
- Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Huma Q. Rana
- Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Judy E. Garber
- Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Arezou A. Ghazani
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, United States
- *Correspondence: Arezou A. Ghazani,
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