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Oliveira DVNP, Schnack TH, Poulsen TS, Christiansen AP, Høgdall CK, Høgdall EV. Genomic Sub-Classification of Ovarian Clear Cell Carcinoma Revealed by Distinct Mutational Signatures. Cancers (Basel) 2021; 13:5242. [PMID: 34680390 PMCID: PMC8533704 DOI: 10.3390/cancers13205242] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 10/12/2021] [Accepted: 10/15/2021] [Indexed: 12/24/2022] Open
Abstract
Ovarian clear cell carcinoma (OCCC) is characterized by dismal prognosis, partially due to its low sensitivity to standard chemotherapy regimen. It is also well-known for presenting unique molecular features in comparison to other epithelial ovarian cancer subtypes. Here, we aim to identify potential subgroups of patients in order to (1) determine their molecular features and (2) characterize their mutational signature. Furthermore, we sought to perform the investigation based on a potentially clinically relevant setting. To that end, we assessed the mutational profile and genomic instability of 55 patients extracted from the Gynecologic Cancer Database (DGCD) by using a panel comprised of 409 cancer-associated genes and a microsatellite assay, respectively; both are currently used in our routine environment. In accordance with previous findings, ARID1A and PIK3CA were the most prevalent mutations, present in 49.1% and 41.8%, respectively. From those, the co-occurrence of ARID1A and PIK3CA mutations was observed in 36.1% of subjects, indicating that this association might be a common feature of OCCC. The microsatellite instability frequency was low across samples. An unbiased assessment of signatures identified the presence of three subgroups, where "PIK3CA" and "Double hit" (with ARID1A and PIK3CA double mutation) subgroups exhibited unique signatures, whilst "ARID1A" and "Undetermined" (no mutations on ARID1A nor PIK3CA) subgroups showed similar profiles. Those differences were further indicated by COSMIC signatures. Taken together, the current findings suggest that OCCC presents distinct mutational landscapes within its group, which may indicate different therapeutic approaches according to its subgroup. Although encouraging, it is noteworthy that the current results are limited by sample size, and further investigation on a larger group would be crucial to better elucidate them.
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Affiliation(s)
- Douglas V. N. P. Oliveira
- Molecular Unit, Department of Pathology, Herlev Hospital, University of Copenhagen, DK-2730 Herlev, Denmark; (D.V.N.P.O.); (T.S.P.)
| | - Tine H. Schnack
- Department of Gynecology, Juliane Marie Centre, Rigshospitalet, University of Copenhagen, DK-2100 Copenhagen, Denmark; (T.H.S.); (C.K.H.)
- Department of Gynecology, Odense University Hospital, DK-5000 Odense, Denmark
| | - Tim S. Poulsen
- Molecular Unit, Department of Pathology, Herlev Hospital, University of Copenhagen, DK-2730 Herlev, Denmark; (D.V.N.P.O.); (T.S.P.)
| | - Anne P. Christiansen
- Department of Pathology, Rigshospitalet, University of Copenhagen, DK-2100 Copenhagen, Denmark;
| | - Claus K. Høgdall
- Department of Gynecology, Juliane Marie Centre, Rigshospitalet, University of Copenhagen, DK-2100 Copenhagen, Denmark; (T.H.S.); (C.K.H.)
| | - Estrid V. Høgdall
- Molecular Unit, Department of Pathology, Herlev Hospital, University of Copenhagen, DK-2730 Herlev, Denmark; (D.V.N.P.O.); (T.S.P.)
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Madeddu C, Kotsonis P, Lavra F, Chiappe G, Melis L, Mura E, Scartozzi M, Macciò A. Next generation sequencing driven successful combined treatment with laparoscopic surgery and immunotherapy for relapsed stage IVB cervical and synchronous stage IV lung cancer. Oncotarget 2019; 10:2012-2021. [PMID: 31007844 PMCID: PMC6459345 DOI: 10.18632/oncotarget.26769] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Accepted: 02/22/2019] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND The treatment of patients with multiple synchronous tumors is challenging and complex. The use of next generation sequencing (NGS) may help in identification of germline mutations in genes involved in a common etiology for both tumors thus allowing a common effective therapeutic strategy. PATIENTS AND METHODS We describe the unexpected positive results obtained in a young woman with relapsed chemo-resistant stage IVB cervical and synchronous stage IV lung cancer, who underwent an interdisciplinary approach including palliative surgery with laparoscopic total pelvic exenteratio followed by a chemo-immunotherapy protocol with the anti-Programmed Death (PD)-1 antibody nivolumab plus metronomic cyclophosphamide. The treatment choice was based on tumor PD-Ligand 1 assessment and NGS analysis for the identification of potential treatment targets. Outcomes included tumor objective response and patient-centered outcomes (pain, performance status and overall quality of life). RESULTS Laparoscopic surgery obtained an immediate symptom control and allowed the early start of medical treatment. One month after combined therapy start the patient achieved a significant improvement in performance status, pain, overall Quality of life and after 3 months she resumed working. After 3 and 6 months of treatment we observed an objective dimensional and metabolic response. Currently, after 24 months (and 48 cycles of nivolumab) the patient is continuing to benefit from treatment: she is in complete remission, with good performance status and she is working and leading a self-dependent life. CONCLUSION Our study strongly affirms the efficacy of an interdisciplinary approach including surgical and innovative medical strategies based on immunotherapy in patients with advanced chemo-resistant synchronous cervical and lung cancer. The present findings support the use of NGS to drive a targeted rational treatment especially in heavily pre-treated patients.
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Affiliation(s)
- Clelia Madeddu
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Paraskevas Kotsonis
- Department of Gynecologic Oncology, Azienda Ospedaliera Brotzu, Cagliari, Italy
| | - Fabrizio Lavra
- Department of Gynecologic Oncology, Azienda Ospedaliera Brotzu, Cagliari, Italy
| | - Giacomo Chiappe
- Department of Gynecologic Oncology, Azienda Ospedaliera Brotzu, Cagliari, Italy
| | - Luca Melis
- Department of Nuclear Medicine, Azienda Ospedaliera Brotzu, Cagliari, Italy
| | - Ester Mura
- Department of Pathology, Azienda Ospedaliera Brotzu, Cagliari, Italy
| | - Mario Scartozzi
- Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Antonio Macciò
- Department of Gynecologic Oncology, Azienda Ospedaliera Brotzu, Cagliari, Italy
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Sanchez A, Bocklage T. Precision cytopathology: expanding opportunities for biomarker testing in cytopathology. J Am Soc Cytopathol 2019; 8:95-115. [PMID: 31287426 DOI: 10.1016/j.jasc.2018.12.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2018] [Revised: 12/14/2018] [Accepted: 12/15/2018] [Indexed: 06/09/2023]
Abstract
Precision cytopathology refers to therapeutically linked biomarker testing in cytopatology, a dynamically growing area of the discipline. This review describes basic steps to expand precision cytopathology services. Focusing exclusively on solid tumors, the review is divided into four sections: Section 1: Overview of precision pathology- opportunities and challenges; Section 2: Basic steps in establishing or expanding a precision cytopathology laboratory; Section 3: Cytopathology specimens suitable for next generation sequencing platforms; and Section 4: Summary. precision cytopathology continues to rapidly evolve in parallel with expanding targeted therapy options. Biomarker assays (companion diagnostics) comprise a multitude of test types including immunohistochemistry, in situ hybridization and molecular genetic tests such as PCR and next generation sequencing all of which are performable on cytology specimens. Best practices for precision cytopathology will incorporate traditional diagnostic approaches allied with careful specimen triage to enable successful biomarker analysis. Beyond triaging, cytopathologists knowledgeable about molecular test options and capabilities have the opportunity to refine diagnoses, prognoses and predictive information thereby assuming a lead role in precision oncology biomarker testing.
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Affiliation(s)
| | - Thèrése Bocklage
- Department of Pathology and Laboratory Medicine, University of Kentucky College of Medicine, MS.
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Development and validation of a targeted next generation DNA sequencing panel outperforming whole exome sequencing for the identification of clinically relevant genetic variants. Oncotarget 2017; 8:102033-102045. [PMID: 29254223 PMCID: PMC5731933 DOI: 10.18632/oncotarget.22116] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2017] [Accepted: 09/08/2017] [Indexed: 02/07/2023] Open
Abstract
Next generation sequencing (NGS) technologies have revolutionized our approach to genomic research. The use of whole genome sequencing (WGS), whole exome sequencing (WES), transcriptome profiling, and targeted DNA sequencing has exponentially improved our understanding of the human genome and the genetic complexities underlying malignancy. Yet, WGS and WES clinical applications remain limited due to high costs and the large volume of data generated. When utilized to address biological questions in basic science studies, targeted sequencing panels have proven extremely valuable due to reduced costs and higher sequencing depth. However, the routine application of targeted sequencing to the clinical setting is limited to a few cancer subtypes. Some highly aggressive tumor types, like type 2 endometrial cancer (EC), could greatly benefit from routine genomic analysis using targeted sequencing. To explore the potential utility of a mid size panel (~150 genes) in the clinical setting, we developed and validated a custom panel against WGS, WES, and another commercially available targeted panel. Our results indicate that a mid size custom designed panel is as efficient as WGS and WES in mapping variants of biological and clinical relevance, rendering higher coverage, at a lower cost, with fewer variants of uncertain significance. Because of the much higher sequencing depth that could be achieved, our results demonstrate that targeted sequencing outperformed WGS and WES in the mapping of pathogenic variants in a breast cancer case, as well as a case of mixed serous and high-grade endometrioid EC, the most aggressive EC subtype.
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Paolillo C, Londin E, Fortina P. Next generation sequencing in cancer: opportunities and challenges for precision cancer medicine. Scand J Clin Lab Invest Suppl 2016; 245:S84-91. [PMID: 27542004 DOI: 10.1080/00365513.2016.1210331] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Over the past decade, testing the genes of patients and their specific cancer types has become standardized practice in medical oncology since somatic mutations, changes in gene expression and epigenetic modifications are all hallmarks of cancer. However, while cancer genetic assessment has been limited to single biomarkers to guide the use of therapies, improvements in nucleic acid sequencing technologies and implementation of different genome analysis tools have enabled clinicians to detect these genomic alterations and identify functional and disease-associated genomic variants. Next-generation sequencing (NGS) technologies have provided clues about therapeutic targets and genomic markers for novel clinical applications when standard therapy has failed. While Sanger sequencing, an accurate and sensitive approach, allows for the identification of potential novel variants, it is however limited by the single amplicon being interrogated. Similarly, quantitative and qualitative profiling of gene expression changes also represents a challenge for the cancer field. Both RT-PCR and microarrays are efficient approaches, but are limited to the genes present on the array or being assayed. This leaves vast swaths of the transcriptome, including non-coding RNAs and other features, unexplored. With the advent of the ability to collect and analyze genomic sequence data in a timely fashion and at an ever-decreasing cost, many of these limitations have been overcome and are being incorporated into cancer research and diagnostics giving patients and clinicians new hope for targeted and personalized treatment. Below we highlight the various applications of next-generation sequencing in precision cancer medicine.
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Affiliation(s)
- Carmela Paolillo
- a Department of Cancer Biology , Sidney Kimmel Medical College , Philadelphia , PA , USA
| | - Eric Londin
- b Computational Medicine Center , Thomas Jefferson University , Philadelphia , PA , USA
| | - Paolo Fortina
- a Department of Cancer Biology , Sidney Kimmel Medical College , Philadelphia , PA , USA
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Maggi E, Patterson NE, Montagna C. Technological advances in precision medicine and drug development. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2016; 1:331-343. [PMID: 27622214 DOI: 10.1080/23808993.2016.1176527] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
New technologies are rapidly becoming available to expand the arsenal of tools accessible for precision medicine and to support the development of new therapeutics. Advances in liquid biopsies, which analyze cells, DNA, RNA, proteins, or vesicles isolated from the blood, have gained particular interest for their uses in acquiring information reflecting the biology of tumors and metastatic tissues. Through advancements in DNA sequencing that have merged unprecedented accuracy with affordable cost, personalized treatments based on genetic variations are becoming a real possibility. Extraordinary progress has been achieved in the development of biological therapies aimed to even further advance personalized treatments. We provide a summary of current and future applications of blood based liquid biopsies and how new technologies are utilized for the development of biological therapeutic treatments. We discuss current and future sequencing methods with an emphasis on how technological advances will support the progress in the field of precision medicine.
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Affiliation(s)
- Elaine Maggi
- Department of Genetics Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Nicole E Patterson
- Department of Genetics Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Cristina Montagna
- Department of Genetics Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Pathology Albert Einstein College of Medicine, Bronx, NY 10461, USA
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Mateo J, de Bono JS. Interrogating the Cancer Genome to Deliver More Precise Cancer Care. Am Soc Clin Oncol Educ Book 2016; 35:e577-e583. [PMID: 27249770 DOI: 10.1200/edbk_156908] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The aim of precision medicine is to select the best treatment option for each patient at the appropriate time in the natural history of the disease, based on understanding the molecular makeup of the tumor, with the ultimate objective of improving patient survival and quality of life. To achieve it, we must identify functionally distinct subtypes of cancers and, critically, have multiple therapy options available to match to these functional subtypes. As a result of the development of better and less costly next-generation sequencing assays, we can now interrogate the cancer genome, enabling us to use the DNA sequence itself for biomarker studies in drug development. The success of DNA-based biomarkers requires analytical validation and careful clinical qualification in prospective clinical trials. In this article, we review some of the challenges the scientific community is facing as a consequence of this sequencing revolution: reclassifying cancers based on biologic/phenotypic clusters relevant to clinical decision making; adapting how we conduct clinical trials; and adjusting our frameworks for regulatory approvals of biomarker technologies and drugs. Ultimately, we must ensure that this revolution can be safely implemented into routine clinical practice and benefit patients.
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Affiliation(s)
- Joaquin Mateo
- From The Institute of Cancer Research, Sutton, United Kingdom; The Royal Marsden NHS Foundation Trust, Sutton, United Kingdom
| | - Johann S de Bono
- From The Institute of Cancer Research, Sutton, United Kingdom; The Royal Marsden NHS Foundation Trust, Sutton, United Kingdom
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