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Brodsky AL, Flores Legarreta A, Fellman BM, Glassman D, How J, Vuttaradhi V, Sood AK, Ramondetta LM, Gershenson D, Hillman RT. TERT promoter mutations and survival outcomes in adult-type granulosa cell tumors. Int J Gynecol Cancer 2024:ijgc-2024-005837. [PMID: 39395821 DOI: 10.1136/ijgc-2024-005837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2024] Open
Abstract
OBJECTIVES T0 evaluate survival outcomes among patients with adult-type granulosa cell tumors who have telomerase reverse transcriptase (TERT) promoter mutations. METHODS This is a retrospective cohort study using the MD Anderson Rare Gynecologic Malignancy Registry. Patients with adult granulosa cell tumors who underwent molecular testing for TERT promoter and FOXL2 c.C402G mutations were included. We used descriptive statistics to compare demographic and clinical variables and estimated progression-free and overall survival with Kaplan-Meier curves. Cox proportional hazards regression and log-rank tests were employed for comparisons, with multivariable analyses adjusting for various factors. RESULTS Among 70 patients, 28 (40%) had TERT+ tumors. The median age at diagnosis was 40 years (range 12-71) for TERT- patients and 46 years (range 25-76) for TERT+ patients. At diagnosis, 22 (63%) of 35 TERT- patients were stage I, 10 (29%) stage II, and 3 (9%) stage III, while in the TERT+ group, 17/23 (74%) were stage I, 3 (13%) stage II, and 3 (13%) stage II. Univariable analysis showed no difference in time from diagnosis to first recurrence (p=0.19) and from first recurrence to second recurrence (p=0.24) based on tumor TERT status. The median time from first to second recurrence in the TERT- group was 27.3 months (95% CI 14.1 to 40.0) and in the TERT+ group was 14.8 months (95% CI 8.1 to 21.0). There was no observed difference in overall survival between the groups (HR=0.53; 95% CI 0.19 to 1.45; p=0.21). Multivariable analysis adjusting for age at diagnosis, TERT promoter mutation status, systemic chemotherapy, and stage demonstrated a significant difference in progression-free survival based on TERT mutation status (HR=2.89; 95% CI 1.32 to 6.36). CONCLUSIONS After adjustment for covariates, patients with adult granulosa cell tumors and TERT+ tumors had shorter progression-free survival after first recurrence. TERT promoter mutations may identify a subset of patients with recurrent adult granulosa cell tumors and less favorable outcomes.
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Affiliation(s)
- Allison L Brodsky
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Alejandra Flores Legarreta
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Bryan M Fellman
- Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Deanna Glassman
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jeffrey How
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Veena Vuttaradhi
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Anil K Sood
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Lois Michelle Ramondetta
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - David Gershenson
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Robert Tyler Hillman
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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Golmohammadi Tavallaee M, Hasanzadeh Mofrad M, Yousefi Z, Mottaghi M, Homaei Shandiz F, Davachi B, Hamidi B, Farazestanian M, Afzaljavan F. Risk Factors and Clinical Outcomes of Recurrence in Adult Ovarian Granulosa Cell Tumors. Cancer Rep (Hoboken) 2024; 7:e70036. [PMID: 39453686 PMCID: PMC11505513 DOI: 10.1002/cnr2.70036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 08/06/2024] [Accepted: 10/09/2024] [Indexed: 10/26/2024] Open
Abstract
PURPOSE Granulosa cell tumors (GCTs) of the ovary are rare but clinically significant malignancies. Despite advances in treatment, recurrence has remained a substantial challenge. This study aimed to identify clinical outcomes and potential prognostic risk factors for recurrence in patients diagnosed with GCTs. METHODS In a retrospective cohort study, the ovarian cancer database of the gynecological tertiary referral cancer center, Mashhad University of Medical Sciences, Mashhad, Iran, was searched from August 2012 to August 2023 to find GCT cases. Demographic, clinical, pathological, intervention-related factors, follow-up, and survival findings were meticulously collected. Data were analyzed using SPSS v 23. RESULTS Ninety-two patients with GCTs, including 86 AGCT and 6 JGCT subjects, were identified. Based on further analysis of AGCT patients, most patients were ages under 50 (58.1%), clinically presented pain (32.6%), and abnormal uterine bleeding (27.9%) as the most frequent symptoms. Stages IA (64.0%) and IC (20.9%) were common. Five-year overall and progression-free survival were 98.2% and 90.8%, respectively. With a median follow-up time of 72 (0.0-180) months, disease recurrence was observed in 19 patients (23.9%), and five patients (5.4%) died of the disease. Stage IV was a hazard factor of recurrence (HR = 7.62, 95%CI (1.89-30.63); p = 0.004). CONCLUSIONS The present study provides valuable insights into the outcomes and potential risk factors for recurrence in ovarian AGCTs. It duplicates the importance of stage in the prognosis of AGCT patients and highlights the safety of fertility-sparing surgery in stage I and the lack of need to administer chemotherapy in stage IC.
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Affiliation(s)
| | - Malihe Hasanzadeh Mofrad
- Department of Obstetrics and GynecologySchool of Medicine, Mashhad University of Medical SciencesMashhadIran
- Supporting the Family and the Youth of Population Research CenterMashhad University of Medical SciencesMashhadIran
| | - Zohreh Yousefi
- Department of Obstetrics and GynecologySchool of Medicine, Mashhad University of Medical SciencesMashhadIran
- Supporting the Family and the Youth of Population Research CenterMashhad University of Medical SciencesMashhadIran
| | - Mansoureh Mottaghi
- Department of Obstetrics and GynecologySchool of Medicine, Mashhad University of Medical SciencesMashhadIran
- Supporting the Family and the Youth of Population Research CenterMashhad University of Medical SciencesMashhadIran
| | | | - Behrouz Davachi
- Department of RadiologySchool of Medicine, Ghaem Hospital, Mashhad University of Medical SciencesMashhadIran
| | - Bahram Hamidi
- Faculty of MedicineMashhad University of Medical SciencesMashhadIran
| | - Marjaneh Farazestanian
- Department of Obstetrics and GynecologySchool of Medicine, Mashhad University of Medical SciencesMashhadIran
- Supporting the Family and the Youth of Population Research CenterMashhad University of Medical SciencesMashhadIran
| | - Fahimeh Afzaljavan
- Department of Obstetrics and GynecologySchool of Medicine, Mashhad University of Medical SciencesMashhadIran
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3
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Němejcová K, Šafanda A, Kendall Bártů M, Michálková R, Švajdler M, Shatokhina T, Laco J, Matěj R, Méhes G, Drozenová J, Hausnerová J, Špůrková Z, Náležinská M, Dundr P. An extensive immunohistochemical analysis of 290 ovarian adult granulosa cell tumors with 29 markers. Virchows Arch 2024; 485:427-437. [PMID: 38904760 DOI: 10.1007/s00428-024-03854-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 06/10/2024] [Accepted: 06/13/2024] [Indexed: 06/22/2024]
Abstract
The current knowledge about the immunohistochemical features of adult granulosa cell tumor (AGCT) is mostly limited to the "traditional" immunohistochemical markers of sex cord differentiation, such as inhibin, calretinin, FOXL2, SF1, and CD99. Knowledge about the immunohistochemical markers possibly used for predictive purpose is limited. In our study, we focused on the immunohistochemical examination of 290 cases of AGCT classified based on strict diagnostic criteria, including molecular testing. The antibodies used included 12 of the "diagnostic" antibodies already examined in previous studies, 10 antibodies whose expression has not yet been examined in AGCT, and 7 antibodies with possible predictive significance, including the expression of HER2, PD-L1, CTLA4, and 4 mismatch repair (MMR) proteins. The results of our study showed expression of FOXL2, SF1, CD99, inhibin A, calretinin, ER, PR, AR, CKAE1/3, and CAIX in 98%, 100%, 90%, 78%, 45%, 41%, 94%, 82%, 26%, and 9% of AGCT, respectively. GATA3, SATB2, napsin A, MUC4, TTF1, and CD44 were all negative. PTEN showed a loss of expression in 71% of cases and DPC4 in 4% of cases. The aberrant staining pattern (overexpression) of p53 was found in 1% (3/268) of cases, 2 primary tumors, and 1 recurrent case. Concerning the predictive markers, the results of our study showed that AGCT is microsatellite stable, do not express PD-L1, and are HER2 negative. The CTLA4 expression was found in almost 70% of AGCT tumor cells.
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Affiliation(s)
- Kristýna Němejcová
- Department of Pathology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Studničkova 2, 12800, Prague 2, Czech Republic.
| | - Adam Šafanda
- Department of Pathology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Studničkova 2, 12800, Prague 2, Czech Republic
| | - Michaela Kendall Bártů
- Department of Pathology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Studničkova 2, 12800, Prague 2, Czech Republic
| | - Romana Michálková
- Department of Pathology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Studničkova 2, 12800, Prague 2, Czech Republic
| | - Marián Švajdler
- Šikl's Department of Pathology, The Faculty of Medicine and Faculty Hospital in Pilsen, Charles University, Pilsen, Czech Republic
| | - Tetiana Shatokhina
- Department of Oncological Pathology, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Jan Laco
- The Fingerland Department of Pathology, Charles University Faculty of Medicine in Hradec Králové and University Hospital Hradec Králové, Charles University, Prague, Czech Republic
| | - Radoslav Matěj
- Department of Pathology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Studničkova 2, 12800, Prague 2, Czech Republic
- Department of Pathology, 3rd Faculty of Medicine, Charles University, University Hospital Královské Vinohrady, 10034, Prague, Czech Republic
- Department of Pathology and Molecular Medicine, Third Faculty of Medicine, Charles University, Thomayer University Hospital, Prague, Czech Republic
| | - Gábor Méhes
- Department of Pathology, Faculty of Medicine, University of Debrecen, 4032, Debrecen, Hungary
| | - Jana Drozenová
- Department of Pathology, 3rd Faculty of Medicine, Charles University, University Hospital Královské Vinohrady, 10034, Prague, Czech Republic
| | - Jitka Hausnerová
- Department of Pathology, University Hospital Brno and Medical Faculty, Masaryk University, Brno, Czech Republic
| | - Zuzana Špůrková
- Department of Pathology, Bulovka University Hospital, Prague, Czech Republic
| | - Monika Náležinská
- Division of Gynecologic Oncology, Department of Surgical Oncology, Masaryk Memorial Cancer Institute and Medical Faculty of Masaryk University, Brno, Czech Republic
| | - Pavel Dundr
- Department of Pathology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Studničkova 2, 12800, Prague 2, Czech Republic
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4
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Devins KM, Young RH, Oliva E. Sex Cord-Stromal Tumors of the Ovary: An Update and Review. Part II - Pure Sex Cord and Sex Cord-Stromal Tumors. Adv Anat Pathol 2024; 31:231-250. [PMID: 38420747 DOI: 10.1097/pap.0000000000000436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Abstract
We review the time honored but still frequently challenging features of ovarian sex cord-stromal tumors and also emphasize new developments, including unusual morphologic appearances that, despite the relative rarity of many of the tumors, result in a disproportionate number of differential diagnostic problems, variant immunohistochemical profiles, and specific molecular and syndromic associations. These neoplasms are also of historical interest as current knowledge is still based in significant part to the contributions of 2 giants of gynecologic pathology, Dr Robert Meyer and Dr. Robert E. Scully. In part I, we reviewed the pure ovarian stromal tumors. Now, in part II, we present the major clinical, pathologic, and genomic features of pure sex cord and sex cord-stromal tumors.
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Affiliation(s)
- Kyle M Devins
- James Homer Wright Pathology Laboratories, Massachusetts General Hospital, Harvard Medical School, Boston, MA
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5
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Karstensen S, Kaiser K, Moos C, Poulsen TS, Jochumsen K, Høgdall C, Lauszus F, Høgdall E. DNA alterations in ovarian adult granulosa cell tumours: A scoping review protocol. PLoS One 2024; 19:e0303989. [PMID: 38875223 PMCID: PMC11178167 DOI: 10.1371/journal.pone.0303989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 05/03/2024] [Indexed: 06/16/2024] Open
Abstract
BACKGROUND Identifying and describing molecular alterations in tumors has become common with the development of high-throughput sequencing. However, DNA sequencing in rare tumors, such as ovarian adult granulosa cell tumor (aGCT), often lacks statistical power due to the limited number of cases in each study. Questions regarding personalized treatment or prognostic biomarkers for recurrence or other malignancies therefore still need to be elucidated. This scoping review protocol aims to systematically map the current evidence and identify knowledge gaps regarding DNA alterations, actionable variations and prognostic biomarkers in aGCT. METHODS This scoping review will be conducted based on Arksey and O'Malley's methodological framework and later modifications by JBI Evidence Synthesis. The protocol complies with Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for scoping reviews. All original publications describing molecular alterations of aGCT will be included. The search will be performed in May 2024 in the following databases: MEDLINE (Ovid), Embase (Ovid), Web of Science Core Collection and Google Scholar (100-top ranked). DISCUSSION This scoping review will identify knowledge and gaps in the current understanding of the molecular landscape of aGCT, clinical trials on actionable variations and priorities for future research. As aGCT are rare, a possible limitation will be the small sample sizes and heterogenic study settings. SCOPING REVIEW REGISTRATION The review protocol is registered at Open Science Framework under https://doi.org/10.17605/OSF.IO/PX4MF.
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Affiliation(s)
- Sven Karstensen
- Department of Womens’s Health, University of Southern Denmark, Sygehus Sønderjylland, Aabenraa, Denmark
| | - Karsten Kaiser
- Department of Womens’s Health, University of Southern Denmark, Sygehus Sønderjylland, Aabenraa, Denmark
| | - Caroline Moos
- Department of Clinical Research, University of Southern Denmark, Sygehus Sønderjylland, Aabenraa, Denmark
| | - Tim Svenstrup Poulsen
- Department of Pathology, Molecular Unit, University of Copenhagen, Herlev Hospital, Herlev, Denmark
| | - Kirsten Jochumsen
- Department of Gynecology, University of Southern Denmark, Odense University Hospital, Odense, Denmark
| | - Claus Høgdall
- Department of Gynecology, University of Copenhagen, Rigshospitalet, Copenhagen, Denmark
| | - Finn Lauszus
- Department of Womens’s Health, University of Southern Denmark, Sygehus Sønderjylland, Aabenraa, Denmark
| | - Estrid Høgdall
- Department of Pathology, Molecular Unit, University of Copenhagen, Herlev Hospital, Herlev, Denmark
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6
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Summey RM, Gornstein E, Decker B, Dougherty KC, Rader JS, Hopp E. Landscape of potential germline pathogenic variants in select cancer susceptibility genes in patients with adult-type ovarian granulosa cell tumors. Cancer Med 2024; 13:e7340. [PMID: 38898688 PMCID: PMC11187164 DOI: 10.1002/cam4.7340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Revised: 05/14/2024] [Accepted: 05/18/2024] [Indexed: 06/21/2024] Open
Abstract
OBJECTIVE The objective of this study was to assess the frequency of potential germline pathogenic variants that may contribute to risk of development of adult granulosa cell tumors (AGCT) given the paucity of germline testing guidelines for these patients. METHODS This was a retrospective cross-sectional study analyzing comprehensive genomic profiling (CGP) results of AGCT with the FOXL2 p.C134W mutation submitted to Foundation Medicine between 2012 and 2022. Cases with a potential germline pathogenic variant were identified by filtering single nucleotide variants and short indels by variant allele frequency (VAF) and presence in ClinVar for select cancer susceptibility genes. Odds ratios for AGCT risk were calculated compared to a healthy population. RESULTS Prior to analysis, 595 patients were screened and 516 with a somatic FOXL2 p.C134W mutation were included. Potential germline pathogenic variants in a DNA repair-related gene (ATM, BRCA1, BRCA2, CHEK2, PALB2, PMS2, RAD51C, or RAD51D) were found in 6.6% of FOXL2-mutated AGCT. Potential germline pathogenic CHEK2 variants were found in 3.5% (18/516) of AGCT patients, a rate that was 2.8-fold higher than Genome Aggregation Database non-cancer subjects (95% CI 1.8-4.6, p < 0.001). The founder variants p.I157T (38.9%, 7/18) and p.T367fs*15 (c.1100delC; 27.8%, 5/18) were most commonly observed. CHEK2 VAF indicated frequent loss of the wildtype copy of the gene. CONCLUSIONS These results support ongoing utilization of genomic tumor profiling and confirmatory germline testing for potential germline pathogenic variants. Further prospective investigation into the biology of germline variants in this population is warranted.
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Affiliation(s)
- Rebekah M. Summey
- Division of Gynecologic Oncology, Department of Obstetrics and GynecologyMedical College of WisconsinMilwaukeeWisconsinUSA
| | | | | | | | - Janet S. Rader
- Division of Gynecologic Oncology, Department of Obstetrics and GynecologyMedical College of WisconsinMilwaukeeWisconsinUSA
| | - Elizabeth Hopp
- Division of Gynecologic Oncology, Department of Obstetrics and GynecologyMedical College of WisconsinMilwaukeeWisconsinUSA
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Wessman S, Fuentes BB, Severin-Karlsson J, Westbom-Fremer S, Nistér M, Kokaraki G, Petta TB, Haglund F, Carlson JW. FOXL2 Mutation Status in Sex Cord-stromal Tumors Cannot be Predicted by Morphology. Int J Gynecol Pathol 2024; 43:78-89. [PMID: 37255476 DOI: 10.1097/pgp.0000000000000953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Granulosa-cell tumors (GCTs) are the most common type of malignant ovarian sex cord-stromal tumor (SCST). The histopathologic diagnosis of these tumors can be challenging. A recurrent somatic mutation of the forkhead box L2 (FOXL2) gene has been identified in adult GCT. In this retrospective single-center study of 44 SCST, a morphologic review together with analysis of FOXL2 C134W was evaluated in relation to tumor morphology. In addition, TERT promoter mutation testing was performed. Twelve of 36 cases got an altered diagnosis based on morphology alone. The overarching architectural growth pattern in 32/44 (72.7%) tumors was diffuse/solid with several tumors showing markedly heterogeneous architecture. In correlation to FOXL2 C134W mutation status, cytoplasmic color, and nuclear shape, differed between the FOXL2 C134W positive and FOXL2 C134 W negative groups, but these differences were not significant when comparing them separately. Nineteen of 44 cases underwent TERT promoter sequencing with a positive result in 3 cases; 2 adult GCTs and 1 cellular fibroma. Three patients developed a recurrence of which 2 were FOXL2 C134W positive adult GCTs and the third was an unclassified SCST. In conclusion, the morphologic and immunohistochemical diagnosis of different SCSTs is challenging and one cannot reliably identify FOXL2 mutation-positive tumors solely by morphologic features. Therefore, broad use of molecular analysis of the FOXL2 C134W mutation is suggested for SCSTs, and further studies are needed to evaluate the clinical outcome of these tumors as well as the diagnostic and prognostic implications of TERT promoter mutations.
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Trecourt A, Donzel M, Alsadoun N, Allias F, Devouassoux-Shisheboran M. Relevance of Molecular Pathology for the Diagnosis of Sex Cord-Stromal Tumors of the Ovary: A Narrative Review. Cancers (Basel) 2023; 15:5864. [PMID: 38136408 PMCID: PMC10741682 DOI: 10.3390/cancers15245864] [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: 11/15/2023] [Revised: 12/12/2023] [Accepted: 12/13/2023] [Indexed: 12/24/2023] Open
Abstract
Ovarian sex cord-stromal tumors (SCSTs) account for 8% of all primary ovarian neo-plasms. Accurate diagnosis is crucial since each subtype has a specific prognostic and treatment. Apart from fibrosarcomas, stromal tumors are benign while sex cord tumors may recur, sometimes with a significant time to relapse. Although the diagnosis based on morphology is straightforward, in some cases the distinction between stromal tumors and sex cord tumors may be tricky. Indeed, the immunophenotype is usually nonspecific between stromal tumors and sex cord tumors. Therefore, molecular pathology plays an important role in the diagnosis of such entities, with pathognomonic or recurrent alterations, such as FOXL2 variants in adult granulosa cell tumors. In addition, these neoplasms may be associated with genetic syndromes, such as Peutz-Jeghers syndrome for sex cord tumors with annular tubules, and DICER1 syndrome for Sertoli-Leydig cell tumors (SLCTs), for which the pathologist may be in the front line of syndromic suspicion. Molecular pathology of SCST is also relevant for patient prognosis and management. For instance, the DICER1 variant is associated with moderately to poorly differentiated SLCTS and a poorer prognosis. The present review summarizes the histomolecular criteria useful for the diagnosis of SCST, using recent molecular data from the literature.
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Affiliation(s)
- Alexis Trecourt
- Service de Pathologie Multi-Site—Site Sud, Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, 69310 Lyon, France; (A.T.); (M.D.); (N.A.); (F.A.)
- UR 3738, Centre pour l’Innovation en Cancérologie de Lyon (CICLY), Université Claude Bernard Lyon 1, 69921 Lyon, France
| | - Marie Donzel
- Service de Pathologie Multi-Site—Site Sud, Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, 69310 Lyon, France; (A.T.); (M.D.); (N.A.); (F.A.)
| | - Nadjla Alsadoun
- Service de Pathologie Multi-Site—Site Sud, Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, 69310 Lyon, France; (A.T.); (M.D.); (N.A.); (F.A.)
| | - Fabienne Allias
- Service de Pathologie Multi-Site—Site Sud, Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, 69310 Lyon, France; (A.T.); (M.D.); (N.A.); (F.A.)
| | - Mojgan Devouassoux-Shisheboran
- Service de Pathologie Multi-Site—Site Sud, Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, 69310 Lyon, France; (A.T.); (M.D.); (N.A.); (F.A.)
- UR 3738, Centre pour l’Innovation en Cancérologie de Lyon (CICLY), Université Claude Bernard Lyon 1, 69921 Lyon, France
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9
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Deng L, Zeng J, Qiu JF, Yang LH, Ma J. Adult granulosa cell tumor of the testis with malignant tendency: A case report with genetic analysis using high-throughput sequencing. Medicine (Baltimore) 2023; 102:e34523. [PMID: 37565864 PMCID: PMC10419672 DOI: 10.1097/md.0000000000034523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 07/07/2023] [Indexed: 08/12/2023] Open
Abstract
BACKGROUND The adult granulosa cell tumor of the testis is a rare sex-cord/stromal tumor, with a potentiality for late recurrence and metastasis. Because of its rarity, this tumor is poorly understood, particularly in terms of its molecular features. As a result, it is necessary to register each occurrence in order to study the evolution of this rare malignancy and develop therapeutic strategies. METHODS A 50-year-old man discovered a painless right testicular mass unexpectedly, and the mass steadily expanded for 2 months. Ultrasonography showed a 5.2 cm × 4.0 cm × 3.6 cm mass in the right testicle. A right radical orchiectomy was performed on September 7, 2016. The pathologic diagnosis was a testicular adult granulosa cell tumor. The post-computed tomography scans and bone scintigraphy ruled out distant metastases. A high-throughput sequencing of 520 cancer-related genes revealed FOXL2 C134W, CDKN2A E87Gfs*24, TP53 S183*, TERT c.-124C > T, and H3F3A K28R mutations in this case. Because the patient stated he would be unable to return to the hospital for a follow-up appointment on time, he elected to have 4 cycles of adjuvant chemotherapy BEP (bleomycin, etoposide, and cisplatin) after the right radical orchiectomy. RESULTS The patient has not had a clinical recurrence or metastasis in 6 years. CONCLUSION Surgery together with adjuvant chemotherapy may be useful treatment options for these individuals with malignant tendencies who are unable to visit the hospital for a follow-up appointment on time. Adult testicular granulosa cell tumors have a relatively complex genetic profile; their etiology is linked to a number of common driver genes, including TERT, CDKN2A, TP53, and H3F3A.
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Affiliation(s)
- Lili Deng
- Department of Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
| | - Jingjing Zeng
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
| | - Jin Feng Qiu
- Department of Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
| | - Li Hua Yang
- Department of Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
| | - Jie Ma
- Department of Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Province, China
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Abstract
This article focuses on the recent advances in ovarian sex cord-stromal tumors, predominantly in the setting of their molecular underpinnings. The integration of genetic information with morphologic and immunohistochemical findings in this rare subset of tumors is of clinical significance from refining the diagnostic and prognostic stratifications to genetic counseling.
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Affiliation(s)
- Zehra Ordulu
- Department of Pathology, Immunology and Laboratory Medicine, University of Florida, 1345 Center Drive, Box 100275, Gainesville, FL 32610, USA.
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11
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Khlebus E, Vuttaradhi VK, Welte T, Khurana N, Celestino J, Beird HC, Gumbs C, Little L, Legarreta AF, Fellman BM, Nguyen T, Lawson B, Ferri-Borgogno S, Mok SC, Broaddus RR, Gershenson DM, Futreal PA, Hillman RT. Comparative Tumor Microenvironment Analysis of Primary and Recurrent Ovarian Granulosa Cell Tumors. Mol Cancer Res 2023; 21:483-494. [PMID: 37068116 PMCID: PMC10150241 DOI: 10.1158/1541-7786.mcr-22-0623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 12/08/2022] [Accepted: 02/02/2023] [Indexed: 04/18/2023]
Abstract
Adult-type granulosa cell tumors (aGCT) are rare ovarian sex cord tumors with few effective treatments for recurrent disease. The objective of this study was to characterize the tumor microenvironment (TME) of primary and recurrent aGCTs and to identify correlates of disease recurrence. Total RNA sequencing (RNA-seq) was performed on 24 pathologically confirmed, cryopreserved aGCT samples, including 8 primary and 16 recurrent tumors. After read alignment and quality-control filtering, DESeq2 was used to identify differentially expressed genes (DEG) between primary and recurrent tumors. Functional enrichment pathway analysis and gene set enrichment analysis was performed using "clusterProfiler" and "GSVA" R packages. TME composition was investigated through the analysis and integration of multiple published RNA-seq deconvolution algorithms. TME analysis results were externally validated using data from independent previously published RNA-seq datasets. A total of 31 DEGs were identified between primary and recurrent aGCTs. These included genes with known function in hormone signaling such as LHCGR and INSL3 (more abundant in primary tumors) and CYP19A1 (more abundant in recurrent tumors). Gene set enrichment analysis revealed that primarily immune-related and hormone-regulated gene sets expression was increased in recurrent tumors. Integrative TME analysis demonstrated statistically significant depletion of cancer-associated fibroblasts in recurrent tumors. This finding was confirmed in multiple independent datasets. IMPLICATIONS Recurrent aGCTs exhibit alterations in hormone pathway gene expression as well as decreased infiltration of cancer-associated fibroblasts, suggesting dual roles for hormonal signaling and TME remodeling underpinning disease relapse.
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Affiliation(s)
- Eleonora Khlebus
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Veena K. Vuttaradhi
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Thomas Welte
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Namrata Khurana
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Joseph Celestino
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hannah C. Beird
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Curtis Gumbs
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Latasha Little
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Alejandra Flores Legarreta
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Bryan M. Fellman
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Tri Nguyen
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Barrett Lawson
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sammy Ferri-Borgogno
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Samuel C. Mok
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Russell R. Broaddus
- Department of Pathology and Laboratory Medicine, The University of North Carolina, Chapel Hill, North Carolina
| | - David M. Gershenson
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - P. Andrew Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - R. Tyler Hillman
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
- CPRIT Scholar in Cancer Research, Houston, Texas
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12
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Dahoud W, Handler J, Parimi V, Meyer CF, Wethington SL, Eshleman JR, Vang R, Ronnett BM, Xing D. Adult Granulosa Cell Tumor With Sarcomatous Transformation: A Case Study With Emphasis on Molecular Alterations. Int J Gynecol Pathol 2022; 41:600-607. [PMID: 34856571 PMCID: PMC9167042 DOI: 10.1097/pgp.0000000000000845] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Adult granulosa cells tumors (AGCTs) are typically low-grade indolent tumors. On rare occasions, they undergo high-grade/sarcomatous transformation and behave aggressively. This transformation is postulated to occur as the result of acquired genetic alterations, some of which may be eligible for targeted therapy. Here we report a rare case of AGCT with sarcomatous transformation that harbored distinct molecular alterations from those typically seen with AGCTs supporting a molecularly driven approach to these malignancies. The patient is a 56-yr-old G3P3 woman with a history of multiple recurrences of ovarian AGCT for which the first diagnosis was made at the age of 25 when she was evaluated for infertility. The ovarian tumor displayed typical features of AGCT with low-grade, bland morphology. The first extraovarian spread of tumor involving the cul-de-sac was reported at the age of 39. After that, recurrences occurred every 2 to 3 yr with involvement of multiple anatomic sites and repeated surgical resections. At the age of 55 she developed a symptomatic recurrence in the pelvis and underwent resection of an isolated lesion (specimen 1) to no gross residual disease. Within 4 wk of resection she developed significant pelvic pain and imaging showed recurrence of the mass. Therefore, in 5 mo after the initial resection she underwent repeat excision of the lesion (specimen 2) and associated bowel. The sections from specimen 1 showed a biphasic morphology: a low-grade component with morphology and immunophenotype consistent with a typical AGCT and a high-grade spindle cell component with features consistent with a high-grade sarcoma. Specimen 2 featured a pure high-grade sarcoma characterized by coagulative tumor cell necrosis, readily recognizable mitoses, highly atypical cells with vesicular nuclei and prominent nucleoli. SF-1 positivity and the presence of FOXL2 C134W mutation in the sarcomatous component support the notion of transformation of typical AGCT. While detected TERT promoter C228T mutation may play a role in this process, we further identified genetic alterations affecting PI3K/AKT/mTOR pathway, including mutations in PIK3CA , PIK3R1 , AKT1 , and NF2 , which may also contribute to tumor progression/transformation. These findings provide rationale for molecular/pathway-based targeted therapy for patients with advanced AGCT.
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13
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Update on Ovarian Sex Cord-Stromal Tumors. Surg Pathol Clin 2022; 15:235-258. [PMID: 35715160 DOI: 10.1016/j.path.2022.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
This article focuses on the recent advances in ovarian sex cord-stromal tumors, predominantly in the setting of their molecular underpinnings. The integration of genetic information with morphologic and immunohistochemical findings in this rare subset of tumors is of clinical significance from refining the diagnostic and prognostic stratifications to genetic counseling.
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14
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Bennett JA, Ordulu Z, Pinto A, Wanjari P, Antonescu CR, Ritterhouse LL, Oliva E. Uterine PEComas: correlation between melanocytic marker expression and TSC alterations/TFE3 fusions. Mod Pathol 2022; 35:515-523. [PMID: 34131293 PMCID: PMC8671557 DOI: 10.1038/s41379-021-00855-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 05/19/2021] [Accepted: 06/01/2021] [Indexed: 11/09/2022]
Abstract
Uterine PEComas often present a diagnostic challenge as they share morphological and immunohistochemical features with smooth muscle tumors. Herein we evaluated a series of 19 uterine PEComas to compare the degree of melanocytic marker expression with their molecular profile. Patients ranged from 32-77 (median 48) years, with six tumors classified as malignant based on the modified gynecologic-specific prognostic algorithm. All patients with malignant PEComas were alive with disease or dead of disease at last follow-up, while all those of uncertain malignant potential were alive and well (median follow-up, 47 months).Seventeen of 19 (89%) PEComas harbored either a TSC1 or TSC2 alteration. One of the two remaining tumors showed a TFE3 rearrangement, but the other lacked alterations in all genes evaluated. All showed at least focal (usually strong) positivity for HMB-45, with 15/19 (79%) having >50% expression, while the tumor lacking TSC or TFE3 alterations was strongly positive in 10% of cells. Melan-A and MiTF were each positive in 15/19 (79%) tumors, but staining extent and intensity were much more variable than HMB-45. Five of six (83%) malignant PEComas also harbored alterations in TP53, ATRX, or RB1, findings not identified in any tumors of uncertain malignant potential. One malignant PEComa was microsatellite-unstable/mismatch repair protein-deficient.In summary, TSC alterations/TFE3 fusions and diffuse (>50%) HMB-45 expression are characteristic of uterine PEComas. In morphologically ambiguous mesenchymal neoplasms with myomelanocytic differentiation, especially those with metastatic or recurrent disease, next-generation sequencing is recommended to evaluate for TSC alterations; as such, patients can be eligible for targeted therapy.
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Affiliation(s)
| | - Zehra Ordulu
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | | | | | | | | | - Esther Oliva
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
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15
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Zhuang Y, Zhang S, Liu Y, Yang H. Can adjuvant chemotherapy improve the prognosis of adult ovarian granulosa cell tumors?: A narrative review. Medicine (Baltimore) 2022; 101:e29062. [PMID: 35356927 PMCID: PMC10513366 DOI: 10.1097/md.0000000000029062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Accepted: 02/24/2022] [Indexed: 11/26/2022] Open
Abstract
ABSTRACT Adult granulosa cell tumors (aGCTs) are rare ovarian neoplasms with a relatively favorable prognosis. They follow an indolent course, characterized by a prolonged natural history and a tendency to late recurrences, Around a quarter of patients develop recurrence and More than 70% of women with recurrence die from their disease, The percentage of patients received chemotherapy increases over time, whether adjuvant chemotherapy improve the prognosis of aGCTs is equivocal? The purpose of this review is to summarize the previously published evidence to evaluate whether adjuvant chemotherapy improve the prognosis of aGCTs to provide guidance for clinical practice. EMBASE, PubMed, Web of Science, WanFang Data and Chinese National Knowledge Infrastructure are searched up to December 2020, used the search strategy of ovar* and granulosa cell* and (tumor* or tumour* or malignan* or cancer* or carcinom* or neoplasm*) and chemotherapy. The screening process was conducted strictly based on inclusion and exclusion criteria. Clinical studies based on human including randomized controlled trial, quasi-randomised controlled trials, nonrandomised trials cohort study and case control study were included without restriction of time. The percentage of patients received chemotherapy increases over time, but the benefit of adjuvant chemotherapy is lack of high-grade evidence of prospective study, based on the current retrospective studies, we still do not have the evidence to confirm the survival benefit of adjuvant chemotherapy in early stage, advanced stage or recurrent aGCT with no residual tumor, but for inoperable disseminated disease or disease with suboptimal cytoreduction, adjuvant chemotherapy maybe an Optable options. Multinational prospective randomised controlled trials are urgently needed to validate the role of adjuvant chemotherapy. Further research on molecular mechanisms and developing novel targeted medicines may improve the survival of aGCTs.
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Affiliation(s)
- Yuan Zhuang
- Department of Gynecology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, China,Sun Yat-sen University, Zhuhai, China
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16
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Švajdler P, Vasovčák P, Švajdler M, Šedivcová M, Urbán V, Michal M, Mezencev R. CHEK2p.I157T Mutation Is Associated with Increased Risk of Adult-Type Ovarian Granulosa Cell Tumors. Cancers (Basel) 2022; 14:cancers14051208. [PMID: 35267514 PMCID: PMC8909001 DOI: 10.3390/cancers14051208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 02/15/2022] [Accepted: 02/18/2022] [Indexed: 12/10/2022] Open
Abstract
Pathogenic germline mutations c.1100delC and p.I157T in the CHEK2 gene have been associated with increased risk of breast, colon, kidney, prostate, and thyroid cancers; however, no associations have yet been identified between these two most common European founder mutations of the CHEK2 gene and ovarian cancers of any type. Our review of 78 female heterozygous carriers of these mutations (age > 18 years) found strikingly higher proportion of adult-type granulosa cell tumors of the ovary (AGCTs) among ovarian cancers that developed in these women (~36%) compared to women from the general population (1.3%). Based on this finding, we performed a cross-sectional study that included 93 cases previously diagnosed with granulosa cell tumors, refined and validated their AGCT diagnosis through an IHC study, determined their status for the two CHEK2 mutations, and compared the prevalence of these mutations in the AGCT cases and reference populations. The prevalence ratios for the p.I157T mutation in the AGCT group relative to the global (PR = 26.52; CI95: 12.55−56.03) and European non-Finnish populations (PR = 24.55; CI95: 11.60−51.97) support an association between the CHEK2p.I157T mutation and AGCTs. These rare gynecologic tumors have not been previously associated with known risk factors and genetic predispositions. Furthermore, our results support the importance of the determination of the FOXL2p.C134W somatic mutation for accurate diagnosis of AGCTs and suggest a combination of IHC markers that can serve as a surrogate diagnostic marker to infer the mutational status of this FOXL2 allele.
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Affiliation(s)
| | - Peter Vasovčák
- Agel Nový Jíčín, a.s., 741 01 Nový Jíčín, Czech Republic;
| | - Marián Švajdler
- Šikl’s Department of Pathology, Charles University in Prague, Faculty of Medicine and Faculty Hospital in Pilsen, 301 00 Pilsen, Czech Republic;
- Bioptická Laboratoř s. r. o., 326 00 Pilsen, Czech Republic;
- Correspondence: (M.Š.); (R.M.)
| | | | | | - Michal Michal
- Šikl’s Department of Pathology, Charles University in Prague, Faculty of Medicine and Faculty Hospital in Pilsen, 301 00 Pilsen, Czech Republic;
- Bioptická Laboratoř s. r. o., 326 00 Pilsen, Czech Republic;
| | - Roman Mezencev
- Georgia Institute of Technology, School of Biological Sciences, Atlanta, GA 30332, USA
- Correspondence: (M.Š.); (R.M.)
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17
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Mubeen A, Martin I, Dhall D. High-grade Transformation in Adult Granulosa Cell Tumor: Potential Diagnostic Challenges and the Utility of Molecular Testing. Int J Surg Pathol 2022; 30:668-672. [PMID: 35118890 DOI: 10.1177/10668969221076553] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Adult granulosa cell tumor (AGCT) is the most common sex cord-stromal tumor, accounting for about 1% of all ovarian tumors. It has a propensity for recurrences, especially late in the disease course. High-grade or sarcomatoid transformation has been rarely described in AGCT. We present a case of a 65 year old woman who presented with hemodynamic shock and bowel obstruction from a large pelvic mass. Histologic examination revealed predominantly high-grade epithelioid and spindled cells with high mitotic activity and necrosis. A minor component suggestive of AGCT was also identified. Molecular analysis confirmed the diagnosis of AGCT by revealing FOXL2 C134W mutations. Additionally, TP53 mutations were also detected which may contribute to the high-grade transformation. Our case is unique because the high-grade sarcomatous component constituted most of the tumor and the areas of "typical" AGCT were minor. Also, the clinical and operative findings did not suggest a specific site of origin leading to a broad differential diagnosis. High-grade transformation in AGCT is a rarely described phenomenon. The awareness of this presentation is helpful in reaching the correct diagnosis. Molecular analysis may be an extremely helpful adjunct in challenging cases.
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Affiliation(s)
| | - Ian Martin
- 9968University of Alabama at Birmingham, Birmingham, AL
| | - Deepti Dhall
- 9968University of Alabama at Birmingham, Birmingham, AL
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18
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Andersson N, Haltia UM, Färkkilä A, Wong SC, Eloranta K, Wilson DB, Unkila-Kallio L, Pihlajoki M, Kyrönlahti A, Heikinheimo M. Analysis of Non-Relapsed and Relapsed Adult Type Granulosa Cell Tumors Suggests Stable Transcriptomes during Tumor Progression. Curr Issues Mol Biol 2022; 44:686-698. [PMID: 35723333 PMCID: PMC8928977 DOI: 10.3390/cimb44020048] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 01/17/2022] [Accepted: 01/24/2022] [Indexed: 11/16/2022] Open
Abstract
Adult-type granulosa cell tumor (AGCT) is a rare ovarian malignancy characterized by slow growth and hormonal activity. The prognosis of AGCT is generally favorable, but one-third of patients with low-stage disease experience a late relapse, and over half of them die of AGCT. To identify markers that would distinguish patients at risk for relapse, we performed Lexogen QuantSeq 3′ mRNA sequencing on formalin-fixed paraffin-embedded, archival AGCT tissue samples tested positive for the pathognomonic Forkhead Box L2 (FOXL2) mutation. We compared the transcriptomic profiles of 14 non-relapsed archival primary AGCTs (follow-up time 17–26 years after diagnosis) with 13 relapsed primary AGCTs (follow-up time 1.7–18 years) and eight relapsed tumors (follow-up time 2.8–18.9 years). Non-relapsed and relapsed primary AGCTs had similar transcriptomic profiles. In relapsed tumors three genes were differentially expressed: plasmalemma vesicle associated protein (PLVAP) was upregulated (p = 0.01), whereas argininosuccinate synthase 1 (ASS1) (p = 0.01) and perilipin 4 (PLIN4) (p = 0.02) were downregulated. PLVAP upregulation was validated using tissue microarray RNA in situ hybridization. In our patient cohort with extremely long follow-up, we observed similar gene expression patterns in both primary AGCT groups, suggesting that relapse is not driven by transcriptomic changes. These results reinforce earlier findings that molecular markers do not predict AGCT behavior or risk of relapse.
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Affiliation(s)
- Noora Andersson
- HUSLAB, Helsinki University Hospital, Haartmaninkatu 4, 00290 Helsinki, Finland;
- Pediatric Research Center, Children’s Hospital, University of Helsinki and Helsinki University Hospital, Tukholmankatu 8, 00290 Helsinki, Finland; (K.E.); (A.K.); (M.H.)
| | - Ulla-Maija Haltia
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Haartmaninkatu 2, 00290 Helsinki, Finland; (U.-M.H.); (A.F.); (L.U.-K.)
| | - Anniina Färkkilä
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Haartmaninkatu 2, 00290 Helsinki, Finland; (U.-M.H.); (A.F.); (L.U.-K.)
- Research Program for Systems Oncology, University of Helsinki and Helsinki University Hospital, Haartmaninkatu 8, 00290 Helsinki, Finland
| | | | - Katja Eloranta
- Pediatric Research Center, Children’s Hospital, University of Helsinki and Helsinki University Hospital, Tukholmankatu 8, 00290 Helsinki, Finland; (K.E.); (A.K.); (M.H.)
| | - David B. Wilson
- Department of Pediatrics, Washington University in St. Louis, 660 S Euclid Ave, St. Louis, MO 63110, USA;
- Department of Developmental Biology, Washington University School of Medicine, 660 S. Euclid Avenue Campus Box 8103, St. Louis, MO 63110, USA
| | - Leila Unkila-Kallio
- Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Haartmaninkatu 2, 00290 Helsinki, Finland; (U.-M.H.); (A.F.); (L.U.-K.)
| | - Marjut Pihlajoki
- Pediatric Research Center, Children’s Hospital, University of Helsinki and Helsinki University Hospital, Tukholmankatu 8, 00290 Helsinki, Finland; (K.E.); (A.K.); (M.H.)
- Correspondence:
| | - Antti Kyrönlahti
- Pediatric Research Center, Children’s Hospital, University of Helsinki and Helsinki University Hospital, Tukholmankatu 8, 00290 Helsinki, Finland; (K.E.); (A.K.); (M.H.)
| | - Markku Heikinheimo
- Pediatric Research Center, Children’s Hospital, University of Helsinki and Helsinki University Hospital, Tukholmankatu 8, 00290 Helsinki, Finland; (K.E.); (A.K.); (M.H.)
- Department of Pediatrics, Washington University in St. Louis, 660 S Euclid Ave, St. Louis, MO 63110, USA;
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Vougiouklakis T, Zhu K, Vasudevaraja V, Serrano J, Shen G, Linn RL, Feng X, Chiang S, Barroeta JE, Thomas KM, Schwartz LE, Shukla PS, Malpica A, Oliva E, Cotzia P, DeLair DF, Snuderl M, Jour G. Integrated analysis of ovarian juvenile granulosa cell tumors reveals distinct epigenetic signatures and recurrent TERT rearrangements. Clin Cancer Res 2022; 28:1724-1733. [PMID: 35031544 DOI: 10.1158/1078-0432.ccr-21-3394] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 12/01/2021] [Accepted: 01/12/2022] [Indexed: 11/16/2022]
Abstract
PURPOSE Adult granulosa cell tumor (AGCT) is characterized by the somatic FOXL2 p.C134W mutation, and recurrences have been associated with TERT promoter and KMT2D-truncating mutations. Conversely, the molecular underpinnings of the rare juvenile granulosa cell tumor (JGCT) have not been well elucidated. To this end, we applied a tumor-only integrated approach to investigate the genomic, transcriptomic, and epigenomic landscape of 31 JGCTs to identify putative oncogenic drivers. EXPERIMENTAL DESIGN Multipronged analyses of 31 JGCTs were performed utilizing a clinically validated next-generation sequencing (NGS)-panel targeting 580 cancer-related genes for genomic interrogation, in addition to targeted RNA NGS for transcriptomic exploration. Genome-wide DNA methylation profiling was conducted using an Infinium Methylation EPIC array targeting 866,562 CpG methylation sites. RESULTS We identified frequent KMT2C-truncating mutations along with other mutated genes implicated in the switch/sucrose nonfermentable (SWI/SNF) chromatin remodeling complex, in addition to previously reported hotspot AKT1 and DICER1 mutations. Targeted transcriptome sequencing revealed recurrent TERT rearrangements (13%) involving partners CLPTM1L or DROSHA, and differential gene expression analysis showed FGFR1 upregulation in the TERT non-rearranged JGCTs under direct promoter control. Genome-wide DNA methylation rendered a clear delineation between AGCTs and JGCTs at the epigenomic level further supporting its diagnostic utility in distinguishing among these tumors. CONCLUSIONS This is the largest comprehensive molecular study of JGCTs, where we further expand our current understanding of JGCT pathogenesis and demonstrate putative oncogenic drivers and TERT rearrangements in a subset of tumors. Our findings further offer insights into possible targeted therapies in a rare entity.
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Affiliation(s)
| | - Kelsey Zhu
- pathology, New York University Langone Medical Center
| | | | | | | | - Rebecca L Linn
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia
| | | | - Sarah Chiang
- Department of Pathology, Memorial Sloan Kettering Cancer Center
| | | | | | - Lauren E Schwartz
- Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania
| | | | - Anais Malpica
- Department of Pathology, The University of Texas MD Anderson Cancer Center
| | - Esther Oliva
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School
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20
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Prevalence of predictive biomarkers in a large cohort of molecularly defined adult-type ovarian granulosa cell tumors. Gynecol Oncol 2021; 162:728-734. [PMID: 34238613 DOI: 10.1016/j.ygyno.2021.06.024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 06/22/2021] [Accepted: 06/23/2021] [Indexed: 01/09/2023]
Abstract
OBJECTIVE The objective of this study was to determine the prevalence of predictive biomarkers associated with FDA-approved therapies in molecularly defined adult-type ovarian granulosa cell tumors (aGCTs). METHODS We performed a retrospective cross-sectional cohort study of tumor profiles using the inclusion criteria of molecularly defined (FOXL2 c.C402G positive) aGCTs previously sequenced at Foundation Medicine, Inc. The dataset included coding variants for up to 406 genes, microsatellite instability, tumor mutational burden, and genomic loss of heterozygosity (gLOH). PD-L1 expression was determined using the tumor proportion score, as measured using the DAKO 22C3 immunohistochemistry assay. RESULTS 423 tumor profiles met inclusion criteria. The median age at the time of sample submission was 57 years (interquartile range 48-65). The mean tumor mutational burden was 1.8 mutations per megabase (range 0-8.8). No tumors exhibited microsatellite instability, and none were gLOH-High (≥16%). Sixty-seven tumors had PD-L1 expression measurement, and 94% were negative. Potentially actionable variants including MTAP deletion (12/173, 5.8%) and activating PIK3CA mutations (23/423, 5.4%) were identified. TP53-mutated aGCT had a higher tumor mutational burden (mean 2.4 mut/Mb, 95% CI 1.7-3.0 mut/Mb vs mean 1.7 mut/Mb, 95% CI 1.5-1.9 mut/Mb; P = .02) and higher gLOH score (mean 4.4%, 95% CI 2.7-6.1% vs mean 1.4%, 95% CI 1.2-1.6%; P = .002) than TP53 non-mutated tumors. CONCLUSIONS No women with molecularly defined aGCT in this large cohort would be eligible for FDA-approved pembrolizumab based on either microsatellite instability or high tumor mutational burden. TP53 mutation identified a subset of this tumor type with distinct molecular features. The development of precision treatment options remains a critical unmet need for this rare disease.
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21
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Mori S, Gotoh O, Kiyotani K, Low SK. Genomic alterations in gynecological malignancies: histotype-associated driver mutations, molecular subtyping schemes, and tumorigenic mechanisms. J Hum Genet 2021; 66:853-868. [PMID: 34092788 DOI: 10.1038/s10038-021-00940-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 05/14/2021] [Accepted: 05/25/2021] [Indexed: 02/08/2023]
Abstract
There are numerous histological subtypes (histotypes) of gynecological malignancies, with each histotype considered to largely reflect a feature of the "cell of origin," and to be tightly linked with the clinical behavior and biological phenotype of the tumor. The recent advances in massive parallel sequencing technologies have provided a more complete picture of the range of the genomic alterations that can persist within individual tumors, and have highlighted the types and frequencies of driver-gene mutations and molecular subtypes often associated with these histotypes. Several large-scale genomic cohorts, including the Cancer Genome Atlas (TCGA), have been used to characterize the genomic features of a range of gynecological malignancies, including high-grade serous ovarian carcinoma, uterine corpus endometrial carcinoma, uterine cervical carcinoma, and uterine carcinosarcoma. These datasets have also been pivotal in identifying clinically relevant molecular targets and biomarkers, and in the construction of molecular subtyping schemes. In addition, the recent widespread use of clinical sequencing for the more ubiquitous types of gynecological cancer has manifested in a series of large genomic datasets that have allowed the characterization of the genomes, driver mutations, and histotypes of even rare cancer types, with sufficient statistical power. Here, we review the field of gynecological cancer, and seek to describe the genomic features by histotype. We also will demonstrate how these are linked with clinicopathological attributes and highlight the potential tumorigenic mechanisms.
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Affiliation(s)
- Seiichi Mori
- Project for Development of Innovative Research on Cancer Therapeutics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan.
| | - Osamu Gotoh
- Project for Development of Innovative Research on Cancer Therapeutics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Kazuma Kiyotani
- Project for Immunogenomics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Siew Kee Low
- Project for Immunogenomics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
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FOXL2 and TERT promoter mutation detection in circulating tumor DNA of adult granulosa cell tumors as biomarker for disease monitoring. Gynecol Oncol 2021; 162:413-420. [PMID: 34083028 DOI: 10.1016/j.ygyno.2021.05.027] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 05/23/2021] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Adult granulosa cell tumors (aGCTs) represent a rare, hormonally active subtype of ovarian cancer that has a tendency to relapse late and repeatedly. Current serum hormone markers are inaccurate in reflecting tumor burden in a subset of aGCT patients, indicating the need for a novel biomarker. We investigated the presence of circulating tumor DNA (ctDNA) harboring a FOXL2 or TERT promoter mutation in serial plasma samples of aGCT patients to determine its clinical value for monitoring disease. METHODS In a national multicenter study, plasma samples (n = 110) were prospectively collected from 21 patients with primary (n = 3) or recurrent (n = 18) aGCT harboring a FOXL2 402C > G and/or TERT (C228T or C250T) promoter mutation. Circulating cell-free DNA was extracted and assessed for ctDNA containing one of either mutations using droplet digital PCR (ddPCR). Fractional abundance of FOXL2 mutant and TERT mutant ctDNA was correlated with clinical parameters. RESULTS FOXL2 mutant ctDNA was found in plasma of 11 out of 14 patients (78.6%) with aGCT with a confirmed FOXL2 mutation. TERT C228T or TERT C250T mutant ctDNA was detected in plasma of 4 of 10 (40%) and 1 of 2 patients, respectively. Both FOXL2 mutant ctDNA and TERT promoter mutant ctDNA levels correlated with disease progression and treatment response in the majority of patients. CONCLUSIONS FOXL2 mutant ctDNA was present in the majority of aGCT patients and TERT promoter mutant ctDNA has been identified in a smaller subset of patients. Both FOXL2 and TERT mutant ctDNA detection may have clinical value in disease monitoring.
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23
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Li J, Chu R, Chen Z, Meng J, Yao S, Song K, Kong B. Progress in the management of ovarian granulosa cell tumor: A review. Acta Obstet Gynecol Scand 2021; 100:1771-1778. [PMID: 34027996 DOI: 10.1111/aogs.14189] [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: 11/04/2020] [Revised: 05/14/2021] [Accepted: 05/15/2021] [Indexed: 11/29/2022]
Abstract
Ovarian granulosa cell tumor (GCT) is a rare, low-grade malignant tumor that accounts for 70% of the sex cord-stromal tumors. It has two histopathologic types with different clinical and biologic features: adult GCT and juvenile GCT. Most women diagnosed with the adult GCT have a favorable prognosis, with a 5-year survival rate of 97%-98%, but adult GCT has a feature of late relapse; the recurrence time could be more than 20 years after diagnosis. Juvenile GCT has a survival rate of 97% in stage I and a 5-year survival rate of 0%-22% in advanced stage with earlier recurrence than adult GCT. Consequently, the scenario emphasizes the need for early diagnosis, standardized treatment protocols, and long-term follow up. However, there is a lack of consensus regarding accurate diagnosis of GCT and adjuvant treatment. Furthermore, GCT tends to occur in young women, which emphasizes the viability of fertility-sparing surgery. The current review performed a systematic literature review of 60 articles to summarize the latest advances in GCT, with an emphasis on the molecular pathogenesis and survival after fertility-sparing surgery. We found that young women with fertility-sparing surgery had a desirable reproductive and survival outcome compared with those undergoing radical surgery.
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Affiliation(s)
- Junting Li
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Ran Chu
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Zhongshao Chen
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Jinyu Meng
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Shu Yao
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Kun Song
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Gynecology Oncology Key Laboratory, Qilu Hospital, Shandong University, Jinan, Shandong, China
| | - Beihua Kong
- Department of Obstetrics and Gynecology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.,Gynecology Oncology Key Laboratory, Qilu Hospital, Shandong University, Jinan, Shandong, China
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24
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Familial Occurrence of Adult Granulosa Cell Tumors: Analysis of Whole-Genome Germline Variants. Cancers (Basel) 2021; 13:cancers13102430. [PMID: 34069790 PMCID: PMC8157239 DOI: 10.3390/cancers13102430] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/10/2021] [Accepted: 05/14/2021] [Indexed: 11/19/2022] Open
Abstract
Simple Summary Although granulosa cell tumors can occur in rare syndromes and one familial case of a granulosa cell tumor has been described, a genetic predisposition for granulosa cell tumors has not been identified. Through our collaborations with patients, we identified four families in which two women of each family were diagnosed with an adult granulosa cell tumor. Although predicted deleterious variants in PIK3C2G, BMP5, and LRP2 were found, we could not identify an overlapping genetic variant or affected locus that may explain a genetic predisposition for granulosa cell tumors. The age of onset in the familial patients was significantly lower (median 38 years, range from 17 to 60) than in sporadic patients (median between 50 and 55 years). Furthermore, breast cancer, polycystic ovary syndrome, and subfertility were seen in these families. Abstract Adult granulosa cell tumor (AGCT) is a rare ovarian cancer subtype, with a peak incidence around 50–55 years. Although AGCT can occur in specific syndromes, a genetic predisposition for AGCT has not been identified. The aim of this study is to identify a genetic variant in families with AGCT patients, potentially contributing to tumor evolution. We identified four families, each including two women diagnosed with AGCT. Whole-genome sequencing was performed to identify overlapping germline variants or affected genes. Familial relationship was evaluated using genealogy and genomic analyses. Patient characteristics, medical (family) history, and pedigrees were collected. Findings were compared to a reference group of 33 unrelated AGCT patients. Mean age at diagnosis was 38 years (range from 17 to 60) versus 51 years in the reference group, and seven of eight patients were premenopausal. In two families, three first degree relatives were diagnosed with breast cancer. Furthermore, polycystic ovary syndrome (PCOS) and subfertility was reported in three families. Predicted deleterious variants in PIK3C2G, BMP5, and LRP2 were identified. In conclusion, AGCTs occur in families and could potentially be hereditary. In these families, the age of AGCT diagnosis is lower and cases of breast cancer, PCOS, and subfertility are present. We could not identify an overlapping genetic variant or affected locus that may explain a genetic predisposition for AGCT.
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25
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Pilsworth JA, Cochrane DR, Neilson SJ, Moussavi BH, Lai D, Munzur AD, Senz J, Wang YK, Zareian S, Bashashati A, Wong A, Keul J, Staebler A, van Meurs HS, Horlings HM, Kommoss S, Kommoss F, Oliva E, Färkkilä AEM, Gilks B, Huntsman DG. Adult-type granulosa cell tumor of the ovary: a FOXL2-centric disease. J Pathol Clin Res 2021; 7:243-252. [PMID: 33428330 PMCID: PMC8072996 DOI: 10.1002/cjp2.198] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 11/16/2020] [Accepted: 11/26/2020] [Indexed: 02/06/2023]
Abstract
Adult-type granulosa cell tumors (aGCTs) account for 90% of malignant ovarian sex cord-stromal tumors and 2-5% of all ovarian cancers. These tumors are usually diagnosed at an early stage and are treated with surgery. However, one-third of patients relapse between 4 and 8 years after initial diagnosis, and there are currently no effective treatments other than surgery for these relapsed patients. As the majority of aGCTs (>95%) harbor a somatic mutation in FOXL2 (c.C402G; p.C134W), the aim of this study was to identify genetic mutations besides FOXL2 C402G in aGCTs that could explain the clinical diversity of this disease. Whole-genome sequencing of 10 aGCTs and their matched normal blood was performed to identify somatic mutations. From this analysis, a custom amplicon-based panel was designed to sequence 39 genes of interest in a validation cohort of 83 aGCTs collected internationally. KMT2D inactivating mutations were present in 10 of 93 aGCTs (10.8%), and the frequency of these mutations was similar between primary and recurrent aGCTs. Inactivating mutations, including a splice site mutation in candidate tumor suppressor WNK2 and nonsense mutations in PIK3R1 and NLRC5, were identified at a low frequency in our cohort. Missense mutations were identified in cell cycle-related genes TP53, CDKN2D, and CDK1. From these data, we conclude that aGCTs are comparatively a homogeneous group of tumors that arise from a limited set of genetic events and are characterized by the FOXL2 C402G mutation. Secondary mutations occur in a subset of patients but do not explain the diverse clinical behavior of this disease. As the FOXL2 C402G mutation remains the main driver of this disease, progress in the development of therapeutics for aGCT would likely come from understanding the functional consequences of the FOXL2 C402G mutation.
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Affiliation(s)
- Jessica A Pilsworth
- Department of Molecular OncologyBritish Columbia Cancer Research CentreVancouverBCCanada
- Department of Medical GeneticsUniversity of British ColumbiaVancouverBCCanada
| | - Dawn R Cochrane
- Department of Molecular OncologyBritish Columbia Cancer Research CentreVancouverBCCanada
| | - Samantha J Neilson
- Department of Molecular OncologyBritish Columbia Cancer Research CentreVancouverBCCanada
| | - Bahar H Moussavi
- Department of Molecular OncologyBritish Columbia Cancer Research CentreVancouverBCCanada
| | - Daniel Lai
- Department of Molecular OncologyBritish Columbia Cancer Research CentreVancouverBCCanada
| | - Aslı D Munzur
- Department of Molecular OncologyBritish Columbia Cancer Research CentreVancouverBCCanada
| | - Janine Senz
- Department of Molecular OncologyBritish Columbia Cancer Research CentreVancouverBCCanada
| | - Yi Kan Wang
- Department of Molecular OncologyBritish Columbia Cancer Research CentreVancouverBCCanada
| | - Sina Zareian
- Department of Molecular OncologyBritish Columbia Cancer Research CentreVancouverBCCanada
| | - Ali Bashashati
- Department of Pathology and Laboratory MedicineUniversity of British ColumbiaVancouverBCCanada
- School of Biomedical EngineeringUniversity of British ColumbiaVancouverBCCanada
| | - Adele Wong
- Department of PathologyMassachusetts General HospitalBostonMAUSA
| | - Jacqueline Keul
- Department of Women's HealthTübingen University HospitalTübingenGermany
| | - Annette Staebler
- Institute of Pathology and NeuropathologyTübingen University HospitalTübingenGermany
| | - Hannah S van Meurs
- Department of GynecologyCenter for Gynecologic Oncology Amsterdam, Academic Medical CenterAmsterdamThe Netherlands
| | - Hugo M Horlings
- Department of PathologyThe Netherlands Cancer Institute – Antoni van LeeuwenhoekAmsterdamThe Netherlands
| | - Stefan Kommoss
- Department of Women's HealthTübingen University HospitalTübingenGermany
| | - Friedrich Kommoss
- Institute of Pathology, Medizin Campus BodenseeFriedrichshafenGermany
| | - Esther Oliva
- Department of PathologyMassachusetts General HospitalBostonMAUSA
| | - Anniina EM Färkkilä
- Research Program for Systems OncologyUniversity of Helsinki and Helsinki University HospitalHelsinkiFinland
| | - Blake Gilks
- Department of Pathology and Laboratory MedicineUniversity of British ColumbiaVancouverBCCanada
| | - David G Huntsman
- Department of Molecular OncologyBritish Columbia Cancer Research CentreVancouverBCCanada
- Department of Pathology and Laboratory MedicineUniversity of British ColumbiaVancouverBCCanada
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26
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Wang Y, Wang X, Huang X, Zhang J, Hu J, Qi Y, Xiang B, Wang Q. Integrated Genomic and Transcriptomic Analysis reveals key genes for predicting dual-phenotype Hepatocellular Carcinoma Prognosis. J Cancer 2021; 12:2993-3010. [PMID: 33854600 PMCID: PMC8040886 DOI: 10.7150/jca.56005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 02/20/2021] [Indexed: 12/24/2022] Open
Abstract
Dual-phenotype hepatocellular carcinoma (DPHCC) expresses both hepatocyte and cholangiocyte markers, and is characterized by high recurrence and low survival rates. The underlying molecular mechanisms of DPHCC pathogenesis are unclear. We performed whole exome sequencing and RNA sequencing of three subtypes of HCC (10 DPHCC, 10 CK19-positive HCC, and 14 CK19-negative HCC), followed by integrated bioinformatics analysis, including somatic mutation analysis, mutation signal analysis, differential gene expression analysis, and pathway enrichment analysis. Cox proportional hazard regression analyses were applied for exploring survival related characteristics. We found that mutated genes in DPHCC patients were associated with carcinogenesis and immunity, and the up-regulated genes were mainly enriched in transcription-related and cancer-related pathways, and the down-regulated genes were mainly enriched in immune-related pathways. CXCL9 was selected as the hub gene, which is associated with immune cells and survival prognosis. Our results showed that low CXCL9 expression was significantly associated with poor prognosis, and its expression was significantly reduced in DPHCC samples. In conclusion, we explored the molecular mechanisms governing DPHCC development and progression and identified CXCL9, which influences the immune microenvironment and prognosis of DPHCC and might be new clinically significant biomarkers for predicting prognosis.
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Affiliation(s)
- Yaobang Wang
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.,Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.,Department of Clinical Laboratory. First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Xi Wang
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.,Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Xiaoliang Huang
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.,Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Jie Zhang
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Guangxi Zhuang Autonomous Region, China
| | - Junwen Hu
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Guangxi Zhuang Autonomous Region, China
| | - Yapeng Qi
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Guangxi Zhuang Autonomous Region, China
| | - Bangde Xiang
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Guangxi Zhuang Autonomous Region, China
| | - Qiuyan Wang
- Guangxi Key Laboratory for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.,Guangxi Collaborative Innovation Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
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27
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Al Harbi R, McNeish IA, El-Bahrawy M. Ovarian sex cord-stromal tumors: an update on clinical features, molecular changes, and management. Int J Gynecol Cancer 2021; 31:161-168. [PMID: 33414107 DOI: 10.1136/ijgc-2020-002018] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 11/24/2020] [Accepted: 11/30/2020] [Indexed: 12/17/2022] Open
Abstract
Sex cord stromal-tumors are rare tumors of the ovary that include numerous tumor subtypes of variable histological features and biological behavior. Surgery is the main therapeutic modality for the management of these tumors, while chemotherapy and hormonal therapy may be used in some patients with progressive and recurrent tumors. Several studies investigated molecular changes in the different tumor types. Understanding molecular changes underlying the development and progression of sex cord-stromal tumors provides valuable information for diagnostic and prognostic biomarkers and potential therapeutic targets for these tumors. In this review, we provide an update on the clinical presentation, molecular changes, and management of sex cord-stromal tumors.
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Affiliation(s)
- Rehab Al Harbi
- Department of Metabolism, Digestion, and Reproduction, Imperial College London, London, UK
| | - Iain A McNeish
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Mona El-Bahrawy
- Department of Metabolism, Digestion, and Reproduction, Imperial College London, London, UK .,Department of Pathology, Faculty of Medicine, University of Alexandria, Alexandria, Egypt
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28
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Da Cruz Paula A, da Silva EM, Segura SE, Pareja F, Bi R, Selenica P, Kim SH, Ferrando L, Vahdatinia M, Soslow RA, Vidal A, Gatius S, Przybycin CG, Abu-Rustum NR, Matias-Guiu X, Rubin BP, Reis-Filho JS, DeLair DF, Weigelt B. Genomic profiling of primary and recurrent adult granulosa cell tumors of the ovary. Mod Pathol 2020; 33:1606-1617. [PMID: 32203090 PMCID: PMC7390666 DOI: 10.1038/s41379-020-0514-3] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 02/23/2020] [Accepted: 02/24/2020] [Indexed: 02/06/2023]
Abstract
Adult-type granulosa cell tumor (aGCT) is a rare malignant ovarian sex cord-stromal tumor, harboring recurrent FOXL2 c.C402G/p.C134W hotspot mutations in 97% of cases. These tumors are considered to have a favorable prognosis, however aGCTs have a tendency for local spread and late recurrences, which are associated with poor survival rates. We sought to determine the genetic alterations associated with aGCT disease progression. We subjected primary non-recurrent aGCTs (n = 7), primary aGCTs that subsequently recurred (n = 9) and their matched recurrences (n = 9), and aGCT recurrences without matched primary tumors (n = 10) to targeted massively parallel sequencing of ≥410 cancer-related genes. In addition, three primary non-recurrent aGCTs and nine aGCT recurrences were subjected to FOXL2 and TERT promoter Sanger sequencing analysis. All aGCTs harbored the FOXL2 C134W hotspot mutation. TERT promoter mutations were found to be significantly more frequent in recurrent (18/28, 64%) than primary aGCTs (5/19, 26%, p = 0.017). In addition, mutations affecting TP53, MED12, and TET2 were restricted to aGCT recurrences. Pathway annotation of altered genes demonstrated that aGCT recurrences displayed an enrichment for genetic alterations affecting cell cycle pathway-related genes. Analysis of paired primary and recurrent aGCTs revealed that TERT promoter mutations were either present in both primary tumors and matched recurrences or were restricted to the recurrence and absent in the respective primary aGCT. Clonal composition analysis of these paired samples further revealed that aGCTs display intra-tumor genetic heterogeneity and harbor multiple clones at diagnosis and relapse. We observed that in a subset of cases, recurrences acquired additional genetic alterations not present in primary aGCTs, including TERT, MED12, and TP53 mutations and CDKN2A/B homozygous deletions. Albeit harboring relatively simple genomes, our data provide evidence to suggest that aGCTs are genetically heterogeneous tumors and that TERT promoter mutations and/or genetic alterations affecting other cell cycle-related genes may be associated with disease progression and recurrences.
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Affiliation(s)
- Arnaud Da Cruz Paula
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Edaise M da Silva
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sheila E Segura
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Pathology and Laboratory Medicine, Indiana University, Indianapolis, IN, USA
| | - Fresia Pareja
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rui Bi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Fudan University Shanghai Cancer Center, Shanghai, PR China
| | - Pier Selenica
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sarah H Kim
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lorenzo Ferrando
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Internal Medicine, University of Genoa, Genova, Italy
| | - Mahsa Vahdatinia
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Robert A Soslow
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - August Vidal
- Department of Pathology, Hospital Universitari de Bellvitge, IDIBELL, University of Barcelona, CIBERONC, Barcelona, Spain
| | - Sonia Gatius
- Department of Pathology, Hospital Universitari Arnau de Vilanova, IRBLLEIDA, University of Lleida, CIBERONC, Lleida, Spain
| | - Christopher G Przybycin
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Nadeem R Abu-Rustum
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Xavier Matias-Guiu
- Department of Pathology, Hospital Universitari de Bellvitge, IDIBELL, University of Barcelona, CIBERONC, Barcelona, Spain
- Department of Pathology, Hospital Universitari Arnau de Vilanova, IRBLLEIDA, University of Lleida, CIBERONC, Lleida, Spain
| | - Brian P Rubin
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Deborah F DeLair
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Department of Pathology, NYU Langone Health, New York, NY, USA.
| | - Britta Weigelt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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29
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Molecular Pathways and Targeted Therapies for Malignant Ovarian Germ Cell Tumors and Sex Cord-Stromal Tumors: A Contemporary Review. Cancers (Basel) 2020; 12:cancers12061398. [PMID: 32485873 PMCID: PMC7353025 DOI: 10.3390/cancers12061398] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Revised: 05/13/2020] [Accepted: 05/20/2020] [Indexed: 12/13/2022] Open
Abstract
Non-epithelial ovarian tumors are heterogeneous and account for approximately 10% of ovarian malignancies. The most common subtypes of non-epithelial ovarian tumors arise from germ cells or sex cord and stromal cells of the gonads. These tumors are usually detected at an early stage, and management includes surgical staging and debulking. When indicated for advanced disease, most respond to chemotherapy; however, options for patients with refractory disease are limited, and regimens can be associated with significant toxicities, including permanent organ dysfunction, secondary malignancies, and death. Targeted therapies that potentially decrease chemotherapy-related adverse effects and improve outcomes for patients with chemotherapy-refractory disease are needed. Here, we review the molecular landscape of non-epithelial ovarian tumors for the purpose of informing rational clinical trial design. Recent genomic discoveries have uncovered recurring somatic alterations and germline mutations in subtypes of non-epithelial ovarian tumors. Though there is a paucity of efficacy data on targeted therapies, such as kinase inhibitors, antibody–drug conjugates, immunotherapy, and hormonal therapy, exceptional responses to some compounds have been reported. The rarity and complexity of non-epithelial ovarian tumors warrant collaboration and efficient clinical trial design, including high-quality molecular characterization, to guide future efforts.
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30
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Roze J, Monroe G, Kutzera J, Groeneweg J, Stelloo E, Paijens S, Nijman H, van Meurs H, van Lonkhuijzen L, Piek J, Lok C, Jonges G, Witteveen P, Verheijen R, van Haaften G, Zweemer R. Whole Genome Analysis of Ovarian Granulosa Cell Tumors Reveals Tumor Heterogeneity and a High-Grade TP53-Specific Subgroup. Cancers (Basel) 2020; 12:E1308. [PMID: 32455687 PMCID: PMC7281495 DOI: 10.3390/cancers12051308] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 05/14/2020] [Accepted: 05/19/2020] [Indexed: 12/11/2022] Open
Abstract
Adult granulosa cell tumors (AGCTs) harbor a somatic FOXL2 c.402C>G mutation in ~95% of cases and are mainly surgically removed due to limited systemic treatment effect. In this study, potentially targetable genomic alterations in AGCTs were investigated by whole genome sequencing on 46 tumor samples and matched normal DNA. Copy number variant (CNV) analysis confirmed gain of chromosome 12 and 14, and loss of 22. Pathogenic TP53 mutations were identified in three patients with highest tumor mutational burden and mitotic activity, defining a high-grade AGCT subgroup. Within-patient tumor comparisons showed 29-80% unique somatic mutations per sample, suggesting tumor heterogeneity. A higher mutational burden was found in recurrent tumors, as compared to primary AGCTs. FOXL2-wildtype AGCTs harbored DICER1, TERT(C228T) and TP53 mutations and similar CNV profiles as FOXL2-mutant tumors. Our study confirms that absence of the FOXL2 c.402C>G mutation does not exclude AGCT diagnosis. The lack of overlapping variants in targetable cancer genes indicates the need for personalized treatment for AGCT patients.
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Affiliation(s)
- Joline Roze
- Department of Gynaecological Oncology, UMC Utrecht Cancer Center, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands; (G.M.); (J.G.); (R.V.); (R.Z.)
| | - Glen Monroe
- Department of Gynaecological Oncology, UMC Utrecht Cancer Center, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands; (G.M.); (J.G.); (R.V.); (R.Z.)
| | - Joachim Kutzera
- Department of Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Oncode Institute, Utrecht University, 3584 CX Utrecht, The Netherlands; (J.K.); (E.S.); (G.v.H.)
| | - Jolijn Groeneweg
- Department of Gynaecological Oncology, UMC Utrecht Cancer Center, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands; (G.M.); (J.G.); (R.V.); (R.Z.)
| | - Ellen Stelloo
- Department of Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Oncode Institute, Utrecht University, 3584 CX Utrecht, The Netherlands; (J.K.); (E.S.); (G.v.H.)
| | - Sterre Paijens
- Department of Obstetrics and Gynaecology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (S.P.); (H.N.)
| | - Hans Nijman
- Department of Obstetrics and Gynaecology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (S.P.); (H.N.)
| | - Hannah van Meurs
- Department of Gynecological Oncology, Centre for Gynaecological Oncology Amsterdam, Amsterdam University Medical Center, 1105 AZ Amsterdam, The Netherlands; (H.v.M.); (L.v.L.)
| | - Luc van Lonkhuijzen
- Department of Gynecological Oncology, Centre for Gynaecological Oncology Amsterdam, Amsterdam University Medical Center, 1105 AZ Amsterdam, The Netherlands; (H.v.M.); (L.v.L.)
| | - Jurgen Piek
- Department of Obstetrics and Gynaecology, Catharina Hospital, 5623 EJ Eindhoven, The Netherlands;
| | - Christianne Lok
- Department of Gynaecological Oncology, Centre for Gynaecological Oncology Amsterdam, The Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, 1066 CX Amsterdam, The Netherlands;
| | - Geertruida Jonges
- Department of Pathology, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands;
| | - Petronella Witteveen
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands;
| | - René Verheijen
- Department of Gynaecological Oncology, UMC Utrecht Cancer Center, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands; (G.M.); (J.G.); (R.V.); (R.Z.)
| | - Gijs van Haaften
- Department of Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Oncode Institute, Utrecht University, 3584 CX Utrecht, The Netherlands; (J.K.); (E.S.); (G.v.H.)
| | - Ronald Zweemer
- Department of Gynaecological Oncology, UMC Utrecht Cancer Center, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands; (G.M.); (J.G.); (R.V.); (R.Z.)
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FOXL2 homozygous genotype and chromosome instability are associated with recurrence in adult granulosa cell tumors of the ovary. Oncotarget 2020; 11:419-428. [PMID: 32064045 PMCID: PMC6996913 DOI: 10.18632/oncotarget.27447] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Accepted: 01/04/2020] [Indexed: 12/22/2022] Open
Abstract
Introduction: Adult granulosa cell tumors (aGCTs) are extremely rare tumors characterized by the presence of the single missense mutation (c.402 C>G, p. C134W) in the FOXL2 gene. These tumors are frequently associated with a slow, indolent disease progression and a high probability of aggressive tumor recurrence. Hence, the identification of molecular markers that are predictive of recurrence and/or aggressive behavior would be a great asset in the management of aGCT. The present study focused on the influence of the FOXL2 genotype (heterozygous or homozygous) and copy number variations (CNVs) in recurrence by comparing the primary tumor with recurrent lesions in the same patient. We performed array comparative genomic hybridization (CGH) experiments and FOXL2 genotyping by allelic discrimination on 40 tumor samples. Results and Discussion: In array CGH results of recurrent tumors, few samples presented the multiple chromosome losses and gains characteristic of chromosome instability (CIN). We also observed that three recurrent tumors and one primary tumor appeared to be homozygous for the FOXL2 c.402C>G mutation. Interestingly, the homozygous FOXL2 genotype was correlated with a shorter time to relapse. A change in the FOXL2 genotype in cases of recurrence was correlated with the appearance of CIN. Conclusion: Despite the small number of matching primary and recurrent tumors analyzed here, the present study is the first to have shown that the FOXL2 homozygous genotype and CIN are prevalent in recurrent aGCTs. The two mechanisms are probably linked, and both almost certainly have a role in the molecular transformation of aGCTs.
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Cluzet V, Devillers MM, Petit F, Chauvin S, François CM, Giton F, Genestie C, di Clemente N, Cohen-Tannoudji J, Guigon CJ. Aberrant granulosa cell-fate related to inactivated p53/Rb signaling contributes to granulosa cell tumors and to FOXL2 downregulation in the mouse ovary. Oncogene 2019; 39:1875-1890. [DOI: 10.1038/s41388-019-1109-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Revised: 10/25/2019] [Accepted: 11/06/2019] [Indexed: 12/12/2022]
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Sebastiao APM, Pareja F, Kumar R, Brown DN, Silveira C, da Silva EM, Lee JY, Del A, Katabi N, Chiosea S, Weigelt B, Reis-Filho JS, Seethala RR. Genomic analysis of recurrences and high-grade forms of polymorphous adenocarcinoma. Histopathology 2019; 75:193-201. [PMID: 30843621 DOI: 10.1111/his.13854] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 03/04/2019] [Accepted: 03/07/2019] [Indexed: 01/30/2023]
Abstract
AIMS Polymorphous adenocarcinoma (PAC) usually follows an indolent course, but some cases may show recurrences and high-grade features. The genetic events associated with recurrences and high-grade versions are yet to be defined. Our aim was to determine the genetic underpinning of recurrent PACs of the salivary gland and the repertoire of somatic genetic alterations in cases with high-grade histology. METHODS AND RESULTS Four PACs from three patients, including one case with matching primary and recurrent tumours, one de-novo high-grade PAC, and a PAC that transformed to a high-grade tumour following multiple recurrences, were subjected to targeted sequencing (Memorial Sloan Kettering Mutation Profiling of Actionable Cancer Targets assay) or whole-exome sequencing. Both matching primary and recurrent tumours, and the de-novo high-grade PAC, harboured clonal PRKD1 E710D hotspot mutations, whereas the PAC that underwent high-grade transformation upon recurrence, which was wild-type for PRKD1, harboured a PRKD2 rearrangement. The PACs analysed here also harboured mutations targeting cancer genes such as PIK3CA, SETD2, ARID1A, and NOTCH2. A clonal decomposition analysis of the matching primary and recurrent PACs revealed that a minor subclone from the primary tumour became dominant in the recurrent tumour following a clonal selection evolutionary pattern. CONCLUSIONS Our findings demonstrate that recurrent and high-grade PACs are underpinned by PRKD1 E710D hotspot mutations or PRKD2 rearrangements, and that recurrences of PACs may stem from the selection of pre-existing subclones in the primary tumour.
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Affiliation(s)
- Ana P M Sebastiao
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Post-Graduate Programme in Health Sciences, Pontifical Catholic University of Paraná, Paraná, Brazil.,Department of Medical Pathology, Federal University of Paraná, Curitiba, Paraná, Brazil
| | - Fresia Pareja
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rahul Kumar
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David N Brown
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Catarina Silveira
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Edaise M da Silva
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ju Y Lee
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Angela Del
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nora Katabi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Simion Chiosea
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Britta Weigelt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Raja R Seethala
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
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