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Gusev A. Germline mechanisms of immunotherapy toxicities in the era of genome-wide association studies. Immunol Rev 2023; 318:138-156. [PMID: 37515388 DOI: 10.1111/imr.13253] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 06/29/2023] [Indexed: 07/30/2023]
Abstract
Cancer immunotherapy has revolutionized the treatment of advanced cancers and is quickly becoming an option for early-stage disease. By reactivating the host immune system, immunotherapy harnesses patients' innate defenses to eradicate the tumor. By putatively similar mechanisms, immunotherapy can also substantially increase the risk of toxicities or immune-related adverse events (irAEs). Severe irAEs can lead to hospitalization, treatment discontinuation, lifelong immune complications, or even death. Many irAEs present with similar symptoms to heritable autoimmune diseases, suggesting that germline genetics may contribute to their onset. Recently, genome-wide association studies (GWAS) of irAEs have identified common germline associations and putative mechanisms, lending support to this hypothesis. A wide range of well-established GWAS methods can potentially be harnessed to understand the etiology of irAEs specifically and immunotherapy outcomes broadly. This review summarizes current findings regarding germline effects on immunotherapy outcomes and discusses opportunities and challenges for leveraging germline genetics to understand, predict, and treat irAEs.
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Affiliation(s)
- Alexander Gusev
- Division of Population Sciences, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
- Division of Genetics, Brigham & Women's Hospital, Boston, Massachusetts, USA
- The Broad Institute, Cambridge, Massachusetts, USA
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Azzollini J, Agnelli L, Conca E, Torelli T, Busico A, Capone I, Angelini M, Tamborini E, Perrone F, Vingiani A, Lorenzini D, Peissel B, Pruneri G, Manoukian S. Prevalence of BRCA homopolymeric indels in an ION Torrent-based tumour-to-germline testing workflow in high-grade ovarian carcinoma. Sci Rep 2023; 13:7781. [PMID: 37179432 PMCID: PMC10182972 DOI: 10.1038/s41598-023-33857-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 04/20/2023] [Indexed: 05/15/2023] Open
Abstract
Tumour DNA sequencing is essential for precision medicine since it guides therapeutic decisions but also fosters the identification of patients who may benefit from germline testing. Notwithstanding, the tumour-to-germline testing workflow presents a few caveats. The low sensitivity for indels at loci with sequences of identical bases (homopolymers) of ion semiconductor-based sequencing techniques represents a well-known limitation, but the prevalence of indels overlooked by these techniques in high-risk populations has not been investigated. In our study, we addressed this issue at the homopolymeric regions of BRCA1/2 in a retrospectively selected cohort of 157 patients affected with high-grade ovarian cancer and negative at tumour testing by ION Torrent sequencing. Variant allele frequency (VAF) of indels at each of the 29 investigated homopolymers was systematically revised with the IGV software. Thresholds to discriminate putative germline variants were defined by scaling the VAF to a normal distribution and calculating the outliers that exceeded the mean + 3 median-adjusted deviations of a control population. Sanger sequencing of the outliers confirmed the occurrence of only one of the five putative indels in both tumour and blood from a patient with a family history of breast cancer. Our results indicated that the prevalence of homopolymeric indels overlooked by ion semiconductor techniques is seemingly low. A careful evaluation of clinical and family history data would further help minimise this technique-bound limitation, highlighting cases in which a deeper look at these regions would be recommended.
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Affiliation(s)
- Jacopo Azzollini
- Unit of Medical Genetics, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Luca Agnelli
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
- Medical Oncology 1 Department, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Elena Conca
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Tommaso Torelli
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
- Medical Oncology 1 Department, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Adele Busico
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Iolanda Capone
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Marta Angelini
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Elena Tamborini
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Federica Perrone
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Andrea Vingiani
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
- Oncology and Hemato-Oncology Department, University of Milan, Milan, Italy
| | - Daniele Lorenzini
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Bernard Peissel
- Unit of Medical Genetics, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
| | - Giancarlo Pruneri
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy
- Oncology and Hemato-Oncology Department, University of Milan, Milan, Italy
| | - Siranoush Manoukian
- Unit of Medical Genetics, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, via Venezian 1, 20133, Milan, Italy.
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Ménard T. Inferences of Mutational Status for Variants Detected From Tumor-Only Sequencing-A Quality Assurance Strategy. JCO Precis Oncol 2022; 6:e2200125. [PMID: 35709403 DOI: 10.1200/po.22.00125] [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: 11/20/2022] Open
Affiliation(s)
- Timothé Ménard
- Timothé Ménard, F. Hoffmann-La Roche, Basel, Switzerland
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Jalloul N, Ganesan S, Garber JE, Khiabanian H. Reply to T. Ménard. JCO Precis Oncol 2022; 6:e2200188. [PMID: 35709401 DOI: 10.1200/po.22.00188] [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: 11/20/2022] Open
Affiliation(s)
- Nahed Jalloul
- Nahed Jalloul, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ; Shridar Ganesan, MD, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ, Department of Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ; Judy E. Garber, MD, Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA; and Hossein Khiabanian, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ, Department of Pathology and Laboratory Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ
| | - Shridar Ganesan
- Nahed Jalloul, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ; Shridar Ganesan, MD, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ, Department of Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ; Judy E. Garber, MD, Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA; and Hossein Khiabanian, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ, Department of Pathology and Laboratory Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ
| | - Judy E Garber
- Nahed Jalloul, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ; Shridar Ganesan, MD, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ, Department of Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ; Judy E. Garber, MD, Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA; and Hossein Khiabanian, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ, Department of Pathology and Laboratory Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ
| | - Hossein Khiabanian
- Nahed Jalloul, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ; Shridar Ganesan, MD, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ, Department of Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ; Judy E. Garber, MD, Division of Cancer Genetics and Prevention, Dana-Farber Cancer Institute, Boston, MA, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA; and Hossein Khiabanian, PhD, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, NJ, Department of Pathology and Laboratory Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ
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Tong S, Devine WP, Shieh JT. Tumor and Constitutional Sequencing for Neurofibromatosis Type 1. JCO Precis Oncol 2022; 6:e2100540. [PMID: 35584348 PMCID: PMC9200388 DOI: 10.1200/po.21.00540] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
NF1 variants in tumors are important to recognize, as multiple mechanisms may give rise to biallelic variants. Both deletions and copy-neutral loss of heterozygosity (LOH) are potential mechanisms of NF1 loss, distinct from point mutations, and additional genes altered may drive different tumor types. This study investigates whether tumors from individuals with neurofibromatosis type 1 (NF1) demonstrate additional gene variants and detects NF1 second hits using paired germline and somatic sequencing. In addition, rare tumor types in NF1 may also be characterized by tumor sequencing. NF1 second hits are primarily copy-neutral LOH and offer opportunity for variant interpretation
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Affiliation(s)
- Schuyler Tong
- Division of Hematology/Oncology, Pediatrics, Benioff Children's Hospital Oakland, University of California San Francisco, San Francisco, CA
| | - W Patrick Devine
- Department of Pathology, University of California San Francisco, San Francisco, CA.,Institute for Human Genetics, University of California San Francisco, San Francisco, CA
| | - Joseph T Shieh
- Institute for Human Genetics, University of California San Francisco, San Francisco, CA.,Division of Medical Genetics, Pediatrics, Benioff Children's Hospital, University of California San Francisco, San Francisco, CA
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Azzollini J, Vingiani A, Agnelli L, Tamborini E, Perrone F, Conca E, Capone I, Busico A, Peissel B, Rosina E, Ducceschi M, Mantiero M, Lopez S, Raspagliesi F, Niger M, Duca M, Damian S, Proto C, de Braud F, Pruneri G, Manoukian S. Management of BRCA Tumour Testing in an Integrated Molecular Tumour Board Multidisciplinary Model. Front Oncol 2022; 12:857515. [PMID: 35463374 PMCID: PMC9026437 DOI: 10.3389/fonc.2022.857515] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 03/17/2022] [Indexed: 11/13/2022] Open
Abstract
Tumour testing of the BRCA1/2 genes is routinely performed in patients with different cancer histological subtypes. To accurately identify patients with tumour-detected germline pathogenic variants (PVs) is a relevant issue currently under investigation. This study aims at evaluating the performance of the tumour-to-germline diagnostic flowchart model defined at our Institutional Molecular Tumour Board (MTB). Results from tumour BRCA sequencing of 641 consecutive unselected cancer patients were discussed during weekly MTB meetings with the early involvement of clinical geneticists for appropriate referral to genetic counselling. The overall tumour detection rate of BRCA1/2 PVs was 8.7% (56/641), ranging from 24.4% (31/127) in high-grade ovarian cancer to 3.9% (12/304) in tumours not associated with germline BRCA1/2 PVs. Thirty-seven patients with PVs (66%) were evaluated by a clinical geneticist, and in 24 of them (64.9%), germline testing confirmed the presence of the PV in blood. Nine of these patients (37.5%) were not eligible for germline testing according to the criteria in use at our institution. Cascade testing was subsequently performed on 18 relatives. The tumour-to-germline diagnostic pipeline, developed in the framework of our institutional MTB, compared with guideline-based germline testing following genetic counselling, proved to be effective in identifying a higher number of germline BRCA PVs carriers.
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Affiliation(s)
- Jacopo Azzollini
- Unit of Medical Genetics, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Andrea Vingiani
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.,Oncology and Hemato-oncology Department, University of Milan, Milan, Italy
| | - Luca Agnelli
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.,Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Elena Tamborini
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Federica Perrone
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Elena Conca
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Iolanda Capone
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Adele Busico
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Bernard Peissel
- Unit of Medical Genetics, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Erica Rosina
- Unit of Medical Genetics, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Monika Ducceschi
- Department of Gynecologic Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Mara Mantiero
- Department of Gynecologic Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Salvatore Lopez
- Department of Gynecologic Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Francesco Raspagliesi
- Department of Gynecologic Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Monica Niger
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Matteo Duca
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Silvia Damian
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Claudia Proto
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Filippo de Braud
- Oncology and Hemato-oncology Department, University of Milan, Milan, Italy.,Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Giancarlo Pruneri
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.,Oncology and Hemato-oncology Department, University of Milan, Milan, Italy
| | - Siranoush Manoukian
- Unit of Medical Genetics, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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