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De Angelis C, Fu X, Cataldo ML, Nardone A, Pereira R, Veeraraghavan J, Nanda S, Qin L, Sethunath V, Wang T, Hilsenbeck SG, Benelli M, Migliaccio I, Guarducci C, Malorni L, Litchfield LM, Liu J, Donaldson J, Selenica P, Brown DN, Weigelt B, Reis-Filho JS, Park BH, Hurvitz SA, Slamon DJ, Rimawi MF, Jansen VM, Jeselsohn R, Osborne CK, Schiff R. Correction: Activation of the IFN Signaling Pathway is Associated with Resistance to CDK4/6 Inhibitors and Immune Checkpoint Activation in ER-Positive Breast Cancer. Clin Cancer Res 2021; 27:4939. [PMID: 34470810 DOI: 10.1158/1078-0432.ccr-21-2431] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Mahdi AH, Huo Y, Chen Y, Selenica P, Sharma A, Merritt E, Barnard N, Chan C, Ganesan S, Reis-Filho JS, Weigelt B, De S, Xia B. Loss of the BRCA1-PALB2 interaction accelerates p53-associated tumor development in mice. Genes Dis 2020; 9:807-813. [PMID: 35782971 PMCID: PMC9243321 DOI: 10.1016/j.gendis.2020.08.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 08/28/2020] [Accepted: 08/31/2020] [Indexed: 11/18/2022] Open
Abstract
The BRCA1-PALB2-BRCA2 axis, or the BRCA pathway, plays key roles in genome stability maintenance and suppression of breast and several other cancers. Due to frequent p53 mutations in human BRCA1 breast cancers and mouse mammary tumors from Brca1, Brca2 and Palb2 conditional knockout models, it is often thought that p53 inactivation accelerates BRCA1/2 and PALB2-associated tumorigenesis. Here, we studied tumor development in mice with a mutation in Palb2 that disengages the PALB2-BRCA1 interaction in different Trp53 backgrounds. Rather than mammary tumors, Palb2 and Trp53 compound mutant mice developed, with greatly reduced latencies, lymphomas and sarcomas that are typically associated with germline Trp53 inactivation. Whole exome sequencing failed to identify any significant differences in genomic features between the same tumor types of Trp53 single mutant and Palb2;Trp53 compound mutant mice. These results suggest that loss of the BRCA pathway accelerates p53-associated tumor development, possibly without altering the fundamental tumorigenic processes.
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Veeraraghavan J, Gutierrez C, De Angelis C, Davis R, Wang T, Pascual T, Selenica P, Sanchez K, Nitta H, Kapadia M, Pavlick AC, Galvan P, Rexer B, Forero-Torres A, Nanda R, Storniolo AM, Krop IE, Goetz MP, Nangia JR, Wolff AC, Weigelt B, Reis-Filho JS, Hilsenbeck SG, Prat A, Osborne CK, Schiff R, Rimawi MF. A Multiparameter Molecular Classifier to Predict Response to Neoadjuvant Lapatinib plus Trastuzumab without Chemotherapy in HER2+ Breast Cancer. Clin Cancer Res 2023; 29:3101-3109. [PMID: 37195235 PMCID: PMC10923553 DOI: 10.1158/1078-0432.ccr-22-3753] [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] [Received: 12/12/2022] [Revised: 02/22/2023] [Accepted: 05/12/2023] [Indexed: 05/18/2023]
Abstract
PURPOSE Clinical trials reported 25% to 30% pathologic complete response (pCR) rates in HER2+ patients with breast cancer treated with anti-HER2 therapies without chemotherapy. We hypothesize that a multiparameter classifier can identify patients with HER2-"addicted" tumors who may benefit from a chemotherapy-sparing strategy. EXPERIMENTAL DESIGN Baseline HER2+ breast cancer specimens from the TBCRC023 and PAMELA trials, which included neoadjuvant treatment with lapatinib and trastuzumab, were used. In the case of estrogen receptor-positive (ER+) tumors, endocrine therapy was also administered. HER2 protein and gene amplification (ratio), HER2-enriched (HER2-E), and PIK3CA mutation status were assessed by dual gene protein assay (GPA), research-based PAM50, and targeted DNA-sequencing. GPA cutoffs and classifier of response were constructed in TBCRC023 using a decision tree algorithm, then validated in PAMELA. RESULTS In TBCRC023, 72 breast cancer specimens had GPA, PAM50, and sequencing data, of which 15 had pCR. Recursive partitioning identified cutoffs of HER2 ratio ≥ 4.6 and %3+ IHC staining ≥ 97.5%. With PAM50 and sequencing data, the model added HER2-E and PIK3CA wild-type (WT). For clinical implementation, the classifier was locked as HER2 ratio ≥ 4.5, %3+ IHC staining ≥ 90%, and PIK3CA-WT and HER2-E, yielding 55% and 94% positive (PPV) and negative (NPV) predictive values, respectively. Independent validation using 44 PAMELA cases with all three biomarkers yielded 47% PPV and 82% NPV. Importantly, our classifier's high NPV signifies its strength in accurately identifying patients who may not be good candidates for treatment deescalation. CONCLUSIONS Our multiparameter classifier differentially identifies patients who may benefit from HER2-targeted therapy alone from those who need chemotherapy and predicts pCR to anti-HER2 therapy alone comparable with chemotherapy plus dual anti-HER2 therapy in unselected patients.
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De Angelis C, Fu X, Cataldo ML, Nardone A, Jansen VM, Veeraraghavan J, Nanda S, Qin L, Sethunath V, Pereira R, Benelli M, Migliaccio I, Malorni L, Donaldson J, Selenica P, Brown DN, Weigelt B, Reis-Filho JS, Park BH, Hurvitz SA, Slamon DJ, Rimawi MF, Jeselsohn R, Osborne K, Schiff R. Abstract GS2-01: High levels of interferon-response gene signatures are associated with de novo and acquired resistance to CDK4/6 inhibitors in ER+ breast cancer. Cancer Res 2020. [DOI: 10.1158/1538-7445.sabcs19-gs2-01] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: The CDK4/6 inhibitors (i) palbociclib (Palbo), ribociclib, and abemaciclib remarkably improved the outcome of patients with metastatic ER+/HER2- breast cancer (BC) and are now under clinical investigation in early BC. Despite high efficacy, de novo and acquired resistance to CDK4/6i is common. Elucidating the molecular basis for sensitivity and resistance to CDK4/6i is crucial to identify predictive biomarkers and novel therapeutic targets to improve patient outcome. Materials and Methods: MCF7, T47D and ZR75-1 parental (P) BC cells and their derivatives made resistant to tamoxifen, estrogen deprivation (EDR), or fulvestrant were used. The P and EDR models of MCF7 and T47D cells were chronically exposed to increasing concentrations of Palbo to generate derivatives with acquired resistance to Palbo (PalboR). The transcriptomic profiles of P, endocrine-resistant (EndoR) and PalboR models were determined by RNA-seq. IC50s were determined by exposing MCF7, T47D, and ZR75-1 P and EndoR lines (n=12) to increasing concentrations of Palbo. Cell growth was assessed by methylene blue staining, and changes in the mRNA and protein levels of key cell cycle molecules were assessed by RT-PCR and Western blot, respectively. Gene expression data from the Cancer Dependency Map (DepMap), baseline tumors from the NeoPalAna (NCT01723774) and neoMONARCH (NCT02441946) neoadjuvant trials, as well as the TCGA and METABRIC datasets were interrogated for correlations of gene signatures and patient outcome (by KMPlot). Results: Palbo treatment resulted in a dose-dependent inhibition of the growth of P and EndoR BC cell lines, with varying degree of sensitivity among the models. GSEA analysis comparing the least sensitive (IC50>350nM) vs. the most sensitive (IC50<100) cell lines identified the ‘interferon gamma response’ (IFNg) and ‘interferon alpha response’ (IFNa) as the top-ranked hallmark enriched signatures. Likewise, DepMap analysis of ER+/HER2- BC cell lines (n=11) revealed that cells with low CDK4 dependency scores displayed high IFN-signaling. We derived a 35-gene signature (termed ‘IFN-Related Palbociclib-Resistance Signature’, IRPS) comprised of genes belonging to the INFg and INFa gene sets that positively correlated with the Palbo IC50 values of our collection of P and EndoR lines. To extend these findings to primary ER+ BC, we interrogated transcriptomic data from the NeoPalAna and neoMONARCH trials that evaluated neoadjuvant CDK4/6i with endocrine therapy. In both trials, the IFNg, IFNa, and IRPS gene signatures were highly enriched in patients with tumors exhibiting intrinsic resistance to CDK4/6i. We next investigated the underlying molecular changes and their association with IFN-signaling in our acquired resistant PalboR cell lines. Compared to the untreated cells, the PalboR models commonly displayed alterations in several components of the cyclin D-CDK4/6-Rb axis, including elevated expression of cyclin-D1, -E1, and CDK6, and reduced levels of Rb. Notably, the PalboR derivatives commonly displayed a dramatic activation of IFN/STAT1-signaling compared to their short-term treated or untreated counterparts. In primary ER+/HER2- tumors, the IRPS score was significantly higher in lumB vs. lumA subtype and correlated with increased gene expression of immune checkpoints (PD-1, PD-L1, CTLA-4), endocrine-resistance, and poor prognosis. Conclusion: Aberrant IFN-signaling predicts resistance to CDK4/6i in both ER+/HER2- BC cell lines and in primary BCs from neoadjuvant clinical trials. Experimentally, acquired resistance to Palbo is associated with activation of the IFN-pathway suggesting its involvement in resistance to CDK4/6i. Future studies are warranted to provide mechanistic insights into the association of IFN-signaling with response to CDK4/6i.
Citation Format: Carmine De Angelis, Xiaoyong Fu, Maria Letizia Cataldo, Agostina Nardone, Valerie M. Jansen, Jamunarani Veeraraghavan, Sarmistha Nanda, Lanfang Qin, Vidyalakshmi Sethunath, Resel Pereira, Matteo Benelli, Ilenia Migliaccio, Luca Malorni, Joshua Donaldson, Pier Selenica, David N. Brown, Britta Weigelt, Jorge S. Reis-Filho, Ben H. Park, Sara A. Hurvitz, Dennis J. Slamon, Mothaffar F. Rimawi, Rinath Jeselsohn, Kent Osborne, Rachel Schiff. High levels of interferon-response gene signatures are associated with de novo and acquired resistance to CDK4/6 inhibitors in ER+ breast cancer [abstract]. In: Proceedings of the 2019 San Antonio Breast Cancer Symposium; 2019 Dec 10-14; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2020;80(4 Suppl):Abstract nr GS2-01.
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Selenica P, Pareja F, Tadros A, Ferrando L, Brown DN, Zhang H, Razavi P, Mandelker D, Robson ME, Chandarlapaty S, Weigelt B, Reis-Filho JS. Abstract P4-05-08: Genomic landscape of breast cancer occurring in elderly individuals. Cancer Res 2020. [DOI: 10.1158/1538-7445.sabcs19-p4-05-08] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: There is evidence to suggest that the biology of breast cancer (BC) might vary according to age, as BCs in elderly patients might be associated with accumulation of DNA damage and BCs in younger individuals might be enriched for genetic alterations affecting cancer predisposition genes. Whether the genetic landscape of BC in elderly individuals differs is yet to be determined. Here, we sought to describe the spectrum of somatic genetic alterations and mutational signatures in BC according to age.
Materials and Methods: We conducted a re-analysis of two cohorts of BC: i) MSK-IMPACT targeted sequencing cohort (primary, n=918; metastatic, n=1,000) and ii) whole-exome sequencing data of primary BCs from The Cancer Genome Atlas (TCGA) BC study (n=1087). BCs of younger (<65 years old) and elderly individuals (≥ 65 years old) were compared, matched by estrogen receptor (ER)/HER2 status at a 2:1 ratio (MSK-IMPACT) or a 1:1 ratio (TCGA). Somatic single nucleotide variants and copy number alterations (CNAs) were determined using a validated bioinformatics pipeline, and mutational signatures were defined using DeconstructSigs and SigMA. Two-tailed Fisher’s exact test was performed.
Results: Primary BCs in elderly and younger patients, matched by ER/HER2 status, from the MSK-IMPACT (n=220 and n=440) and TCGA (n=290, each) cohorts, and metastatic BCs from elderly (n=98) and younger (n=196) patients from the MSK-IMPACT cohort, matched by ER/HER2 status, were compared. In both cohorts of primary BCs, PIK3CA, TP53 and CDH1 were the most frequently mutated genes. Compared to younger patients, primary BCs in elderly patients from the MSK-IMPACT cohort displayed a lower frequency of mutations in TP53 (23% vs 34%, P<0.01), AKT1 (2% vs 6%, P<0.05) and MAP2K4 (0.4% vs 4%, P<0.01). In the TCGA cohort, somatic mutations in AKT1 were found to be less frequent in elderly than in younger patients (1% vs 5%, P<0.05), whereas NF1 (2% vs 6%, P<0.05) mutations were more frequent in elderly than in younger patients with primary BCs. Our analyses of BC metastases subjected to MSK-IMPACT revealed that elderly patients harbored a higher frequency of mutations in NCOR1 (11% vs 4%, P<0.05) and RUNX1 (9% vs 2%, P<0.05) than younger patients. The frequency of bi-allelic inactivation of homologous recombination DNA repair deficiency (HRD) genes (i.e. BRCA1, BRCA2, PALB2, RAD51C and RAD51D) in primary BCs of elderly and younger individuals in the TCGA cohort was 2% and 5%, respectively. No differences in the frequency of CNAs were observed between the two groups. The most frequent mutational signatures found in primary BCs of elderly and younger patients were aging, APOBEC and HRD in the MSK-IMPACT cohort, and aging, APOBEC and HRD in primary BCs of the TCGA cohort, with APOBEC being enriched in younger patients compared to elderly patients. The most frequent mutational signatures in metastatic BCs in elderly and younger individuals of the MSK-IMPACT cohort were APOBEC followed by aging and HRD.
Conclusion: Our findings show that BCs in elderly patients harbor a lower frequency of somatic mutations in TP53, AKT1 and MAP2K4 than younger individuals. In contrast, BCs in elderly patients more frequently harbor somatic mutations in the transcription factors RUNX1 and NCOR1. Bi-allelic alterations affecting HRD-related genes was numerically more frequent in younger than in older patients. As expected, BCs in elderly patients show a numerically higher incidence of the aging signature, whereas primary BCs affecting younger patients displayed a higher frequency of the APOBEC signature than primary BCs from elderly individuals.
Citation Format: Pier Selenica, Fresia Pareja, Audree Tadros, Lorenzo Ferrando, David N Brown, Hong Zhang, Pedram Razavi, Diana Mandelker, Mark E Robson, Sarat Chandarlapaty, Britta Weigelt, Jorge S Reis-Filho. Genomic landscape of breast cancer occurring in elderly individuals [abstract]. In: Proceedings of the 2019 San Antonio Breast Cancer Symposium; 2019 Dec 10-14; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2020;80(4 Suppl):Abstract nr P4-05-08.
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Veeraraghavan J, Liao FT, Gordon T, Selenica P, Nanda S, Qin L, Zhu Y, Patel JA, Gazzo A, Stossi F, Mancini MA, Gutierrez C, Weigelt B, Reis-Filho JS, Osborne CK, Rimawi MF, Schiff R. Abstract LB517A: The role of EGFR in resistance to tucatinib and its therapeutic implications. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-lb517a] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Tucatinib (Tuc) was recently approved for metastatic disease and is moving towards the early setting in HER2+ breast cancer (BC). Given the increasing clinical use of Tuc, resistance will likely soon emerge as a challenge. Here, we explore the yet unknown mechanisms of resistance to Tuc and identify treatment strategies to overcome it. Our recently developed models of BT474 (AZ and ATCC) with acquired resistance to Tuc (TucR) and their sensitive parental (P) were used. DNA-seq, RNA-seq, and RPPA/western blot were performed. Knockdown studies were performed using EGFR siRNA. Drug efficacy studies involved cell growth assays by imaging-based or methylene blue assays. We recently reported (SABCS 2021) that our BT474 TucR models acquired EGFR amplification. The TucR cells displayed elevated levels of phosphorylated (p) and total (t) EGFR, pHER2, pHER3, and downstream pAKT and pS6, which were substantially suppressed by the EGFR-specific tyrosine kinase inhibitor (TKI) gefitinib (Gef) or even further when combined with Tuc. Our new results demonstrate that EGFR knockdown selectively inhibits the growth and pHER2 levels in TucR vs P cells, supporting our hypothesis that heterodimerization of amplified EGFR with HER2 leads to higher pHER2 levels in TucR cells. We have recently also shown that TucR models were hypersensitive to Gef and this inhibition was further enhanced with Gef+Tuc, implying their survival dependence on EGFR. Here, we demonstrate that the TucR cells made resistant to 200nM Tuc maintain their resistant growth and elevated EGFR-dependent signaling even when exposed to 500nM, and can begrown as xenografts in the presence of clinically relevant dose of Tuc, emphasizing their true resistance via amplified EGFR. Importantly, both TucR models vs P cells were cross-resistant to trastuzumab but maintain partial sensitivity to TDM1. While the EGFR-specific antibody cetuximab (Cet) was partially effective as a single agent only in the ATCC model, it potently inhibited growth and induced cell killing in combination with Tuc in both models. A significantly greater inhibition in cell growth and survival was also observed when trastuzumab or TDM1 was combined with either Gef or Cet. Taken together, our results suggest that the activation of HER2 and the resistant growth and survival in the TucR models is completely dependent on the amplified EGFR, which we are currently further corroborating by additional mechanistic and xenograft studies. Whilst we have previously reported that resistance to lapatinib and neratinib confer cross-resistance to Tuc, our recent findings show that resistance to Tuc may be overcome using dual/pan-HER TKIs or the combination of potent EGFR and HER2 inhibitors. Overall, our novel findings hold crucial implications in light of the current treatment landscape of HER2+ BC and biomarkers of resistance, and places a particular emphasis on considerations to sequence currently available TKIs.
Citation Format: Jamunarani Veeraraghavan, Fu-Tien Liao, Tia Gordon, Pier Selenica, Sarmistha Nanda, Lanfang Qin, Yingjie Zhu, Juber A. Patel, Andrea Gazzo, Fabio Stossi, Michael A. Mancini, Carolina Gutierrez, Britta Weigelt, Jorge S. Reis-Filho, C. Kent Osborne, Mothaffar F. Rimawi, Rachel Schiff. The role of EGFR in resistance to tucatinib and its therapeutic implications [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr LB517A.
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Ashley C, Brown D, Lakhman Y, Nincevic J, Stylianou A, Wu M, Selenica P, Patel J, Berger M, Leitao M, Sonoda Y, Jewell E, Reis-Filho J, Abu-Rustum N, Aghajanian C, Cadoo K, Weigelt B. Mutation detection in cell-free DNA using ultra-high depth sequencing in prospectively collected newly diagnosed endometrial cancer patients. Gynecol Oncol 2020. [DOI: 10.1016/j.ygyno.2020.06.079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Geyer FC, Burke KA, Li A, Papanastatiou AD, Pareja F, Schulteis AS, Ng CK, Piscuoglio S, Edelweiss M, Martelotto LG, Selenica P, Filippo MR, Macedo GS, Jungbluth A, Wen HY, Palazzo J, Varga Z, Rakha E, Ellis IO, Rubin B, Weigelt B, Reis-Filho JS. Abstract 3379: Massively parallel sequencing analysis of breast adenomyoepitheliomas reveals the heterogeneity of the disease and identifies a subset driven by HRAS hotspot mutations. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-3379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Adenomyoepithelioma (AME) is a rare biphasic proliferative breast lesion, which may resemble salivary gland epithelial-myoepithelial carcinomas (EMCs). Most AMEs have an indolent clinical course, but malignant transformation and local and distant recurrences have been reported. We sought to define the mutational landscape of AMEs and investigate the functional impact of recurrent likely pathogenic mutations identified in these tumors. Nineteen AMEs were subjected to whole-exome massively parallel sequencing (MPS, n=7) or targeted capture MPS using MSK-IMPACT assay (n=12). Somatic genetic alterations and the cancer cell fraction of mutations were defined using state-of-the-art bioinformatics algorithms. Selected genes (i.e. HRAS and PIK3CA) were subjected to Sanger sequencing in a series of 17 additional AMEs (total n=36). Non-tumorigenic mammary epithelial cells (i.e. MCF10A, MCF10A with the PIK3CAH1047R mutation and MCF12A), which are estrogen receptor (ER)-negative, were utilized for 2D and 3D functional studies. Of 36 cases, 22 were ER-positive and 14 were ER-negative. MPS analysis revealed a low mutation burden and HRASQ61 and PIK3CA hotspot mutations in 6/19 (32%) and 11/19 (58%) AMEs, respectively. All HRASQ61 and all but one PIK3CA mutations were clonal. ER-positive and ER-negative AMEs were fundamentally histologically and genetically distinct. Whilst ER-positive AMEs displayed recurrent PIK3CA mutations (50%, 11/22) but lacked HRAS mutations, ER-negative AMEs displayed, in addition to PIK3CA mutations (57%, 8/14), recurrent HRASQ61 mutations (57%, 8/14). HRASQ61 mutations co-occurred with PIK3CA mutations (50%, 4/8), PIK3R1 deletions (12.5%, 1/8) and/or CDKN2A homozygous deletions (25%, 2/8). HRASQ61 mutations, but not PIK3CA mutations, were significantly associated with ER-negativity (100% vs 21%), concurrent carcinoma (50% vs 7%), axillary metastases (38% vs 0%), high proliferation (63% vs 4%), necrosis (63% vs 11%) and nuclear pleomorphism (75% vs 29%). In vitro forced HRASQ61R expression in MCF10A and MCF12A cells resulted in increased proliferation and transformation. In 3D organotypic cell cultures, forced HRASQ61R resulted in a highly disorganized growth pattern, a partial loss of epithelial phenotype and acquisition of aberrant myoepithelial differentiation, which was more overt in PIK3CA-mutant MCF10A cells. In conclusion, AMEs are phenotypically and genetically heterogeneous. Whilst PIK3CA hotspot mutations occur across the spectrum of lesions, HRASQ61 hotspot mutations are restricted to ER-negative AMEs, which should arguably be classified as breast EMCs. Our genomic and functional analyses are consistent with the notion that HRASQ61 mutations are driver events in the pathogenesis of ER-negative AMEs and may be sufficient for the acquisition of myoepithelial differentiation in breast cells.
Citation Format: Felipe C. Geyer, Kathleen A. Burke, Anqi Li, Anastasios D. Papanastatiou, Fresia Pareja, Anne S. Schulteis, Charlotte K. Ng, Salvatore Piscuoglio, Marcia Edelweiss, Luciano G. Martelotto, Pier Selenica, Maria R. Filippo, Gabriel S. Macedo, Achim Jungbluth, Hannah Y. Wen, Juan Palazzo, Zsuzsanna Varga, Emad Rakha, Ian O. Ellis, Brian Rubin, Britta Weigelt, Jorge S. Reis-Filho. Massively parallel sequencing analysis of breast adenomyoepitheliomas reveals the heterogeneity of the disease and identifies a subset driven by HRAS hotspot mutations [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 3379. doi:10.1158/1538-7445.AM2017-3379
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Fu X, Pereira R, De Angelis C, Nanda S, Qin L, Veeraraghavan J, Selenica P, Weigelt B, Reis-Filho JS, Nardone A, Jeselsohn R, Brown M, Rimawi MF, Osborne CK, Schiff R. Abstract PD7-01: Identification of a high FOXA1-induced pro-metastatic enhancer signature in endocrine-resistant and metastatic breast cancer. Cancer Res 2020. [DOI: 10.1158/1538-7445.sabcs19-pd7-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Forkhead box A1 (FOXA1) is a pioneer transcription factor (TF) for chromatin binding and function of other lineage-specific TFs essential for the normal development of endoderm-derived organs. Aberrant FOXA1 signaling, due to genetic amplification or mutations and/or overexpression, has been frequently detected in metastatic tumors of the breast, prostate, pancreas, bladder and thyroid, suggesting a general role and mechanism of FOXA1-driven tumorigenesis and disease progression. We recently reported that high levels of FOXA1 (H-FOXA1) promote endocrine-resistant (EndoR) and metastatic phenotypes in estrogen receptor (ER)+ breast cancer (BC) cells. Here we sought to uncover the role and the mechanisms by which H-FOXA1 promotes EndoR metastatic BC.
Methods: Genomic sequencing data from an ER+/HER2- metastatic BC cohort (n=781, MSK-IMPACT; cBioportal) were used to compare mutations and copy number alterations of FOXA1 and ESR1. Genome-wide FOXA1-chromatin binding (cistrome) and distribution of the enhancer marks histone H3 lysine 27 acetylation (H3K27ac) and lysine 4 mono-methylation (H3K4me1) were analyzed by ChIP-seq in MCF7 cell model with inducible H-FOXA1. FOXA1 cistrome, H3K27ac distribution, and transcriptome of a FOXA1-overexpressing pancreatic ductal adenocarcinoma cell model (PDA-hT2) were obtained from NCBI GEO (GSE99311). The core regulatory circuitry (CRC) Mapper was used to identify auto-regulatory loop of TFs induced by H-FOXA1. Gene Ontology was used for gene set functional annotation. FOXA1-associated enhancers of ER+ metastatic vs. primary tumors were analyzed using the H3K27ac epigenome data (European Nucleotide Archive, PRJEB22757).
Results: The FOXA1 and ESR1 genetic amplification and mutations displayed a largely mutually exclusive pattern in ER+/HER2- metastatic BC, suggesting a role of hyperactive FOXA1 signaling in promoting EndoR and metastatic BC distinct from that of the ESR1 mutations. FOXA1 overexpression in BC cells resulted in increased FOXA1 DNA binding and the establishment of more regions with gained H3K27ac and/or H3K4me1, suggesting a more accessible and active chromatin state. H-FOXA1-induced upregulated genes were enriched for the gained H3K27ac or H3K4me1, especially for the enhancers with both marks. An enhancer signature with gained and overlapped H3K27ac and H3K4me1 predicts genes enriched for proliferation, anti-apoptosis and developmental signaling. Upregulated genes induced by H-FOXA1 with gained enhancers were further enriched for pro-metastatic processes, sharing the same characteristics of cellular morphogenesis during embryonic development. Similar results were obtained using integrated data from the PDA-hT2 cell model, sharing enriched pro-metastatic genes predicted by the H-FOXA1-induced enhancer signature. A CRC auto-regulatory TF loop, comprising components of the AP-1 and SMAD families, was predicted to amplify the impact of this enhancer signature on activation of the pro-metastatic transcriptional programs. In line with our preclinical findings, epigenetic changes of active enhancers in ER+ metastatic vs. primary BC were associated with the H-FOXA1-induced enhancer signature.
Conclusions: Our study suggests that in ER+ metastatic BC, genetic alterations of FOXA1 leading to hyperactive FOXA1 signaling involves epigenetic evolution to promote a pro-metastatic enhancer signature. This genome-wide H-FOXA1-induced enhancer signature supports the role of H-FOXA1 in unleashing oncogenic activities of lineage-specific TFs in many types of metastatic tumors. Developing therapeutics targeting FOXA1 itself or key components of the H-FOXA1-induced CRC is warranted to treat or prevent EndoR and metastatic BC effectively via targeting the entire aberrant transcriptional programs.
Citation Format: Xiaoyong Fu, Resel Pereira, Carmine De Angelis, Sarmistha Nanda, Lanfang Qin, Jamunarani Veeraraghavan, Pier Selenica, Britta Weigelt, Jorge S Reis-Filho, Agostina Nardone, Rinath Jeselsohn, Myles Brown, Mothaffar F Rimawi, C Kent Osborne, Rachel Schiff. Identification of a high FOXA1-induced pro-metastatic enhancer signature in endocrine-resistant and metastatic breast cancer [abstract]. In: Proceedings of the 2019 San Antonio Breast Cancer Symposium; 2019 Dec 10-14; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2020;80(4 Suppl):Abstract nr PD7-01.
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Pareja F, Ferrando L, da Silva EM, Paula ADC, Stylianou A, Brown DN, Selenica P, Serrano J, Wen HY, Zhang H, Brogi E, Norton L, Snuderl M, Reis-Filho JS, Weigelt B. Abstract P4-05-11: Methylation profiling of mucinous breast cancer. Cancer Res 2020. [DOI: 10.1158/1538-7445.sabcs19-p4-05-11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Mucinous carcinoma of the breast (MCB) is a rare histologic form of estrogen receptor (ER)-positive/HER2-negative breast cancer characterized by tumor cells floating in lakes of mucin. As compared to invasive ductal carcinoma of no special type (IDC-NST), we have recently shown that MCBs harbor a lower frequency of PIK3CA mutations and lack concurrent 1q gains and 16q losses, hallmark genetic alterations of ER-positive breast cancer. Despite their distinctive phenotype and previous efforts to characterize their genomic landscape by whole-genome, whole-exome and RNA-sequencing, no pathognomonic somatic mutation or fusion gene underpinning MCBs or the mucinous phenotype have been identified. In this study we sought to determine whether MCBs would be defined by specific epigenetic changes.
Materials and methods: Thirty-six MCBs were subjected to DNA methylation profiling using Infinium MethylationEPIC arrays. Following quantile normalization, low quality probe filtering, and data background and dye bias correction using the ‘noob’ algorithm, methylation profiling data of MCBs were compared to those of ER-positive/HER2-negative IDC-NSTs from The Cancer Genome Atlas (TCGA) lacking concurrent 1q gains/16q losses or PIK3CA hotspot mutations and matched according to age and menopausal status at a 1:2 ratio (n=72). An enrichment analysis of the differentially methylated targets in gene promoters and enhancers was conducted using Minfi and MethylGSEA R packages. A subset of 12 MCBs of this cohort was subjected to RNA-sequencing and compared to age, menopausal status and molecular features-matched ER-positive/HER2-negative IDC-NSTs from TCGA (1:2 ratio; n=24) using gene set enrichment analysis (GSEA).
Results: Enrichment analysis of differentially methylated probes revealed a significant enrichment of targets in promoters and enhancers of mucin-encoding genes and in genes of the mTOR signaling pathway between MCBs and matched IDC-NSTs from TCGA (P<0.01). Compared to matched IDC-NSTs, MCBs displayed promoter/enhancer hypomethylation of mucin-encoding genes, such as MUC1, MUC2 and MUCL1. We also observed promoter/enhancer hypomethylation of mTOR signaling pathway genes including MTOR, which encodes for the catalytic subunit of the mTORC complex, RPTOR, which codes for an mTOR binding protein that positively regulates the downstream effector S6 Kinase 1, EIF4E and EIF4B, key downstream effectors of the mTOR signaling pathway, and the oncogenes PIK3R2 and PIK3R3, which encode for regulatory isoforms of PI3K, in MCBs. Our gene expression analysis revealed that the mucin-encoding genes MUC1, MUC2 and MUCL1, and the mTOR signaling genes MTOR, RPTOR, EIF4E, EPIF4B, PIK3R1 and PIK3R2, found to be hypomethylated in MCBs, displayed a significantly higher gene expression in MCBs (P<0.001, each) compared to clinically and molecularly matched IDC-NSTs.
Conclusions: Taken together, our data suggest that MCBs display a high expression of mucin-encoding genes, due to hypomethylation of promoters and enhancers and could provide the basis for their distinctive phenotype. Moreover, our findings suggest that despite the lack of genetic alterations affecting genes of the PI3K/mTOR signaling pathway in MCBs, mTOR signaling might be constitutively active in these tumors via epigenetic mechanisms, supporting the notion that, in the absence of pathognomonic genetic alterations, a disruption of the epigenetic landscape is a critical driver in the development of this rare breast cancer type.
Citation Format: Fresia Pareja, Lorenzo Ferrando, Edaise M da Silva, Arnaud Da Cruz Paula, Anthe Stylianou, David N Brown, Pier Selenica, Jonathan Serrano, Hannah Y Wen, Hong Zhang, Edi Brogi, Larry Norton, Matjia Snuderl, Jorge S Reis-Filho, Britta Weigelt. Methylation profiling of mucinous breast cancer [abstract]. In: Proceedings of the 2019 San Antonio Breast Cancer Symposium; 2019 Dec 10-14; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2020;80(4 Suppl):Abstract nr P4-05-11.
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da Silva EM, Basili T, Yu J, Blanco-Heredia J, Selenica P, Ye Q, Paula ADC, Dopeso H, Marra A, Oesterreich S, Reis-Filho J, Bhargava R. Abstract P2-23-15: Histologic, immunohistochemical and genomic comparison between classic Invasive lobular carcinomas and lobular-like invasive ductal carcinomas. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p2-23-15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background: Invasive lobular carcinomas (ILCs) are the most frequent special histologic subtype of breast cancer, accounting for up to 15% of all breast cancer cases. ILCs are characterized by a distinctive discohesive growth pattern, with cells arranged in single cell infiltrative file and dispersed throughout the stroma, which stems from the loss of E-cadherin expression due to bi-allelic inactivation of the CDH1 gene. A subset of breast cancers display a similar single cell infiltrative growth pattern but, in contrast to classic ILC, display diffuse strong membranous E-cadherin reactivity and membranous p120 expression. We refer to such cases as “lobular-like invasive ductal carcinoma” (LLIDC), but it is unclear if this terminology is appropriate and if such cases show biallelic inactivation of CDH1, similarly to ILCs. Here, we sought to define whether LLIDCs would harbor bi-allelic alterations of CDH1 and to perform an exploratory, hypothesis generating analysis of the repertoire of somatic genetic alterations of LLIDCs and classic ILCs. Materials and methods: Representative H&Es, as well as sections subjected to E-cadherin and p120 immunohistochemistry from seven classic ILCs and seven bona fide “lobular-like invasive ductal carcinomas” were retrieved and independently reviewed by two pathologists with experience and expertise in breast pathology. DNA samples were extracted from representative sections from tumor and normal breast tissue from each patient and subjected to an FDA-approved targeted sequencing assay comprising the coding regions and selected regulatory elements of 515 genes. Somatic single nucleotide variants (SNVs) were detected with MuTect, indels with Strelka, Varscan2, Scalpel and Lancet. All mutations were manually inspected using the Integrative Genomics Viewer (IGV). The cancer cell fraction (CCF) of each mutation was inferred, as well as clonal probability, using ABSOLUTE. Copy number alterations and loss of heterozygosity were determined using FACETS. Mutational signatures were inferred using SigMA based on all synonymous and nonsynonymous somatic mutations. Results: Based on the histopathologic evaluation, of the 14 cases analyzed, seven were classified as ILC, and the other seven were classified as LLIDC. Sequencing analysis revealed that the classic ILCs harbored 16q LOH and CDH1 mutations (7/7), of which five were frameshift indel and two were splice site mutations consistently coupled with loss-of-heterozygosity (LOH) of the wild-type allele. Conversely, five of the seven LLIDCs did not harbor CDH1 mutations or genomic rearrangements. CDH1 mutations were identified in 2 LLIDCs: one harbored a subclonal CDH1 in-frame indel mutation coupled with LOH. This case displayed membranous E-cadherin and p120 expression with areas of aberrant expression. The other CDH1-mutated LLIDC harbored a complex in-frame indel with subclonal LOH. This case displayed membranous E-cadherin and p120 expression. The comparative analysis of the repertoire of somatic genetic alterations and mutational signatures present in LLIDCs and classic ILCs did not reveal any significant differences. Conclusion: Despite the histologic similarities, LLIDCs differ from classic lobular carcinomas based on the lack of CDH1 bi-allelic inactivation and the patterns of expression of E-cadherin and p120 catenin. Further whole-genome sequencing analyses are warranted to define the molecular basis of the discohesive cancer cells of LLIDC display.
Citation Format: Edaise M. da Silva, Thais Basili, Jing Yu, Juan Blanco-Heredia, Pier Selenica, Qiqi Ye, Arnaud da Cruz Paula, Higinio Dopeso, Antonio Marra, Steffi Oesterreich, Jorge Reis-Filho, Rohit Bhargava. Histologic, immunohistochemical and genomic comparison between classic Invasive lobular carcinomas and lobular-like invasive ductal carcinomas [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P2-23-15.
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Loeffler CML, El Nahhas OSM, Muti HS, Carrero ZI, Seibel T, van Treeck M, Cifci D, Gustav M, Bretz K, Gaisa NT, Lehmann KV, Leary A, Selenica P, Reis-Filho JS, Ortiz-Bruechle N, Kather JN. Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types. BMC Biol 2024; 22:225. [PMID: 39379982 PMCID: PMC11462727 DOI: 10.1186/s12915-024-02022-9] [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: 01/08/2024] [Accepted: 09/26/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND Homologous recombination deficiency (HRD) is recognized as a pan-cancer predictive biomarker that potentially indicates who could benefit from treatment with PARP inhibitors (PARPi). Despite its clinical significance, HRD testing is highly complex. Here, we investigated in a proof-of-concept study whether Deep Learning (DL) can predict HRD status solely based on routine hematoxylin & eosin (H&E) histology images across nine different cancer types. METHODS We developed a deep learning pipeline with attention-weighted multiple instance learning (attMIL) to predict HRD status from histology images. As part of our approach, we calculated a genomic scar HRD score by combining loss of heterozygosity (LOH), telomeric allelic imbalance (TAI), and large-scale state transitions (LST) from whole genome sequencing (WGS) data of n = 5209 patients across two independent cohorts. The model's effectiveness was evaluated using the area under the receiver operating characteristic curve (AUROC), focusing on its accuracy in predicting genomic HRD against a clinically recognized cutoff value. RESULTS Our study demonstrated the predictability of genomic HRD status in endometrial, pancreatic, and lung cancers reaching cross-validated AUROCs of 0.79, 0.58, and 0.66, respectively. These predictions generalized well to an external cohort, with AUROCs of 0.93, 0.81, and 0.73. Moreover, a breast cancer-trained image-based HRD classifier yielded an AUROC of 0.78 in the internal validation cohort and was able to predict HRD in endometrial, prostate, and pancreatic cancer with AUROCs of 0.87, 0.84, and 0.67, indicating that a shared HRD-like phenotype occurs across these tumor entities. CONCLUSIONS This study establishes that HRD can be directly predicted from H&E slides using attMIL, demonstrating its applicability across nine different tumor types.
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Praiss AM, White C, Iasonos A, Selenica P, Zivanovic O, Chi DS, Abu-Rustum NR, Weigelt B, Aghajanian C, Girshman J, Park KJ, Grisham RN. Mesonephric and mesonephric-like adenocarcinomas of gynecologic origin: A single-center experience with molecular characterization, treatment, and oncologic outcomes. Gynecol Oncol 2024; 182:32-38. [PMID: 38246044 PMCID: PMC10960687 DOI: 10.1016/j.ygyno.2024.01.015] [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: 11/08/2023] [Revised: 12/18/2023] [Accepted: 01/09/2024] [Indexed: 01/23/2024]
Abstract
OBJECTIVES Mesonephric (MA) and mesonephric-like (MLA) adenocarcinomas are rare cancers, and data on clinical behavior and response to therapy are limited. We sought to report molecular features, treatment, and outcomes of MA/MLA from a single institution. METHODS Patients with MA (cervix) or MLA (uterus, ovary, other) treated at Memorial Sloan Kettering Cancer Center (MSK) from 1/2008-12/2021 underwent pathologic re-review. For patients with initial treatment at MSK, progression-free survival (PFS1) was calculated as time from initial surgery to progression or death; second PFS (PFS2) was calculated as time from start of treatment for recurrence to subsequent progression or death. Overall survival (OS) was calculated for all patients. Images were retrospectively reviewed to determine treatment response. Somatic genetic alterations were assessed by clinical tumor-normal sequencing (MSK-Integrated Mutation Profiling of Actionable Cancer Targets [MSK-IMPACT]). RESULTS Of 81 patients with confirmed gynecologic MA/MLA, 36 received initial treatment at MSK. Sites of origin included cervix (n = 9, 11%), uterus (n = 42, 52%), ovary (n = 28, 35%), and other (n = 2, 2%). Of the 36 patients who received initial treatment at MSK, 20 (56%) recurred; median PFS1 was 33 months (95% CI: 17-not evaluable), median PFS2 was 8.3 months (95% CI: 6.9-14), and median OS was 87 months (95% CI: 58.2-not evaluable). Twenty-six of the 36 patients underwent MSK-IMPACT testing, and 25 (96%) harbored MAPK pathway alterations. CONCLUSION Most patients diagnosed with early-stage disease ultimately recurred. Somatic MAPK signaling pathway mutations appear to be highly prevalent in MA/MLA, and therapeutics that target this pathway are worthy of further study.
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Moufarrij S, Gazzo A, Rana S, Selenica P, Abu-Rustum NR, Ellenson LH, Liu YL, Weigelt B, Momeni-Boroujeni A. Concurrent POLE hotspot mutations and mismatch repair deficiency/microsatellite instability in endometrial cancer: A challenge in molecular classification. Gynecol Oncol 2024; 191:1-9. [PMID: 39276497 DOI: 10.1016/j.ygyno.2024.09.008] [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: 07/23/2024] [Revised: 08/30/2024] [Accepted: 09/05/2024] [Indexed: 09/17/2024]
Abstract
OBJECTIVE Endometrial carcinoma (EC) has different molecular subtypes associated with varied prognosis. We sought to characterize the molecular features of ECs with POLE hotspot mutations and concurrent mismatch repair (MMR) deficiency/high microsatellite instability (MSI). METHODS We identified POLE-mutated (POLEmut), MMR-deficient (MMRd)/MSI-high (MSI-H), or combined POLEmut/MMRd ECs subjected to clinical tumor-normal panel sequencing between 2014 and 2023. Clonality of somatic mutations, MSI scoring, tumor mutational burden (TMB), proportion of somatic insertions and deletions (indels), and single base substitution (SBS) mutational signatures were extracted. RESULTS We identified 41 ECs harboring POLE exonuclease domain hotspot mutations, 138 MMRd and/or MSI-H ECs, and 14 POLEmut/MMRd ECs. Among the 14 POLEmut/MMRd ECs, 11 (79 %) exhibited clonal POLE hotspot mutations; 4 (29 %) had a dominant POLE-related mutational signature, 4 (29 %) displayed dominant MMRd-related signatures, and 6 (43 %) had mixtures of POLE, aging/clock, MMRd, and POLEmut/MMRd-related SBS mutational signatures. The number of single nucleotide variants was higher in POLEmut/MMR-proficient (MMRp) and in POLEmut/MMRd ECs compared to POLE wild-type (wt)/MMRd EC (both p < 0.001). Small indels were enriched in POLEwt/MMRd ECs (p < 0.001). TMB was highest in POLEmut/MMRd EC compared to POLEmut/MMRp and POLEwt/MMRd ECs (both p < 0.001). Of 14 patients with POLEmut/MMRd EC, 21 % had a recurrence, versus 10 % of those with POLEmut/MMRp EC. Similar findings were noted in 3 POLEmut ECs in patients with Lynch syndrome; akin to somatic POLEmut ECs, these tumors had high TMB. CONCLUSION POLEmut/MMRd ECs may be genetically distinct. Further studies are needed to assess the impact on outcomes and treatment response within this population.
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Keane F, Bajwa R, Selenica P, Park W, Roehrl MH, Reis-Filho JS, Mandelker D, O'Reilly EM. Dramatic, durable response to therapy in gBRCA2-mutated pancreas neuroendocrine carcinoma: opportunity and challenge. NPJ Precis Oncol 2023; 7:40. [PMID: 37087482 PMCID: PMC10122663 DOI: 10.1038/s41698-023-00376-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 03/30/2023] [Indexed: 04/24/2023] Open
Abstract
Poorly differentiated pancreatic neuroendocrine tumors (PDNEC), are a subtype of pancreatic cancer encompassing both small cell and large cell neuroendocrine carcinoma subtypes, and are characterized as distinct in terms of biology and prognosis compared to the more common pancreatic adenocarcinoma. Until recently, there has been a paucity of data on the genomic features of this cancer type. We describe a male patient diagnosed with PDNEC and extensive metastatic disease in the liver at diagnosis. Genomic analysis demonstrated a germline pathogenic variant in BRCA2 with somatic loss-of-heterozygosity of the BRCA2 wild-type allele. Following a favorable response to platinum-based chemotherapy (and the addition of immunotherapy), the patient received maintenance therapy with olaparib, which resulted in a further reduction on follow-up imaging (Fig. 1). After seventeen months of systemic control with olaparib, the patient developed symptomatic central nervous system metastases, which harboured a BRCA2 reversion mutation. No other sites of disease progression were observed. Herein, we report an exceptional outcome through the incorporation of a personalized management approach for a patient with a pancreatic PDNEC, guided by comprehensive genomic sequencing.
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Praiss AM, Marra A, Zhou Q, Rios-Doria E, Momeni-Boroujeni A, Iasonos A, Selenica P, Brown DN, Aghajanian C, Abu-Rustum NR, Ellenson LH, Weigelt B. TERT promoter mutations and gene amplification in endometrial cancer. Gynecol Oncol 2023; 179:16-23. [PMID: 37890416 PMCID: PMC10841990 DOI: 10.1016/j.ygyno.2023.10.007] [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: 06/02/2023] [Revised: 10/06/2023] [Accepted: 10/14/2023] [Indexed: 10/29/2023]
Abstract
OBJECTIVE To assess the clinicopathologic, molecular profiles, and survival outcomes of patients with endometrial carcinomas (ECs) harboring telomerase reverse transcriptase (TERT) hotspot mutations or gene amplification. METHODS ECs harboring somatic TERT promoter hotspot mutations or gene amplification (TERT-altered) were identified from 1944 ECs that underwent clinical tumor-normal sequencing from 08/2016-12/2021. Clinicopathologic variables, somatic mutation profiles, and survival outcomes of TERT-alt and TERT-wild-type EC were assessed. RESULTS We identified 66 TERT-altered ECs (43 TERT-mutated and 23 TERT-amplified), representing 3% of the unselected ECs across histologic subtypes. Most TERT-altered ECs were of copy number (CN)-high/TP53abn molecular subtype (n = 40, 60%), followed by microsatellite-unstable (MSI-H) or CN-low/no specific molecular profile (NSMP)(n = 13, 20% each). TERT-amplified and TERT-mutated ECs were molecularly distinct, with TERT-amplified ECs being more genomically instable and more frequently harboring TP53 and PPP2R1A alterations (q < 0.1). Compared to TERT-wild-type ECs, TERT-altered ECs were more commonly of CN-H/TP53abn molecular subtype (31% vs 57%, p = 0.001), serous histology (10% vs 26%, p = 0.004), and were significantly enriched for TP53, CDKN2A/B, and DROSHA somatic genetic alterations (q < 0.1). Median progression-free survival was 18.7 months (95% CI 11.8-not estimable [NE]) for patients with TERT-altered EC and 80.9 months (65.8-NE) for patients with TERT-wild-type EC (HR 0.33, 95% CI 0.21-0.51, p < 0.001). Similarly, median overall survival was 46.7 months (95% CI 30-NE) for TERT-altered EC patients and not reached for TERT-wild-type EC patients (HR 0.24, 95% CI 0.13-0.44, p < 0.001). CONCLUSION TERT-altered ECs, although rare, are enriched for CN-high/TP53abn tumors, TP53, CDKN2A/B and DROSHA somatic mutations, and independently predict worse survival outcomes.
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Safonov AM, Bandlamudi C, Selenica P, Marra A, Ferraro E, Mandelker D, Solit DB, Berger MF, Norton L, Powell SN, Shen R, Robson ME, Chandarlapaty S, Reis-Filho JS, Razavi P. Allelic dosage of RB1 drives CDK4/6 inhibitor treatment resistance in metastatic breast cancer. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.1010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
1010 Background: We recently reported inferior outcomes to CDK4/6 inhibitors and endocrine therapy (CDK4/6i-ET) associated with germline BRCA2 (g BRCA2) in a cohort of estrogen receptor (ER) positive breast cancers. Co-occurrence of gBRCA2 with loss of heterozygosity (LOH) of neighboring RB1 was found to portend particularly poor outcomes. Here, we sought to define the effects of pre-treatment RB1 allelic copy number status on outcomes of CDK4/6i-ET and the likelihood of developing RB1 loss-of-function (LOF) mutations on CDK4/6i through the analysis of an expanded cohort of metastatic ER+ breast cancer patients. Methods: Patients who underwent sequencing on MSK-IMPACT from April 2014 to May 2021 were included. For every sample preceding CDK4/6i-ET, we performed FACETS to infer RB1 allele specific copy number, ploidy, tumor purity and fraction genome altered (FGA). Patients were categorized based on RB1 allelic status: HetLoss (total of one allelic copy), copy neutral LOH (CNLOH), other allelic imbalance including all other aneuploidy states, and diploid. Progression free survival (PFS) was assessed using univariate and multivariate Cox proportional hazard models adjusted for ET partner and FGA. Firth penalized logistic regression was used to study association of pre-treatment RB1 status with acquired RB1 LOF variants in paired post-CDK4/6i samples. Results: Of 2,630 potentially eligible patients, 279 patients had genomic sequencing performed prior to 1st line CDK4/6i-ET. Of these, 75 (26.8%) exhibited RB1 HetLoss, 39 (14.0%) had CNLOH of RB1, 111 (39.7%) exhibited diploid RB1 state, while 54 (19.4%) had other patterns of RB1 allelic imbalance. All non-diploid RB1 states were associated with significantly shortened PFS relative to diploid (univariate HetLoss HR: 2.05, 95% CI: 1.42, 2.97; CNLOH HR: 2.08, 95% CI: 1.32, 3.25; other imbalance HR: 1.70, 95% CI: 1.11, 2.58). Only HetLoss remained significant when adjusted for FGA (HR 1.61, 95% CI: 1.09, 2.38, p = 0.017). RB1 LOF was rare in pre-CDK4/6i tumors (< 1%); excluding these cases did not change our results. Of the 176 patients with paired pre- and post-CDK4/6i samples, only RB1 HetLoss in pre-CDK4/6i sample was significantly associated with development of RB1 LOF mutations in post-CDK4/6i sample (18.4%) as compared to diploid (4.2%, OR 4.25, 95% CI 1.02, 17.7, p = 0.047). These results indicate that tumors with one functional copy of RB1 are more likely to acquire RB1 LOF on CDK4/6i to achieve biallelic RB1 loss as a mechanism of CDK4/6i resistance. Conclusions: We demonstrate that LOH and allelic imbalance of RB1 are associated with shorter PFS on CDK4/6-ET. We postulate this may occur partly as a result of more frequent acquired RB1 LOF mutations under selective pressure of CDK4/6i. These data supports the implementation of more refined allele-specific copy number methods and identifies a high-risk population for escalated monitoring and treatment approaches.
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Pareja F, Geyer FC, Piscuoglio S, Selenica P, Kumar R, Lim RS, Guerini-Rocco E, Marchio C, Mariani O, Ng CKY, Brogi E, Norton L, Vincent-Salomon A, Weigelt B, Reis-Filho JS. Abstract P2-05-08: Mucinous breast carcinomas: A genomically distinct subtype of estrogen receptor-positive invasive breast cancers. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-p2-05-08] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Mucinous carcinoma of the breast (MCB) is a rare histologic form of estrogen receptor (ER)-positive invasive carcinoma, accounting for up to 2% of breast cancers. MCBs are characterized by clusters of tumor cells floating in lakes of extracellular mucin, and are classified into mucinous A (paucicellular) and mucinous B (hypercellular) subtypes. Some MCBs are found admixed with invasive ductal carcinoma components, and then classified as mixed MCBs. The aims of this study were to determine the repertoire of somatic mutations of MCBs and to ascertain whether these genetic alterations are distinct from those identified in common forms of ER+/HER2- invasive breast cancers (IBCs). We also sought to determine whether the mucinous and ductal components of mixed MCBs would be clonally related.
Materials and methods: Thirty MCBs including 25 pure MCBs (n=13 mucinous A, n=12 mucinous B) and five mixed MCBs were microdissected and subjected to whole exome sequencing. Each tumor component of mixed cases was microdissected and analyzed separately. Somatic mutations, copy number alterations and mutational signatures were defined using state-of-the-art bioinformatics methods. The mutational repertoire of MCBs was compared with that of ER+/HER2- IBCs (n = 240) from The Cancer Genome Atlas (TCGA) breast cancer study.
Results: The genes most frequently mutated in MCBs were GATA3 (27%, 8/30, all frameshift mutations), KMT2C (13%, 4/30) and MAP3K1 (10%, 3/30). No significant differences were identified in single gene comparisons between mucinous A and mucinous B MCBs or between pure MCBs and the mucinous component of mixed MCBs (Fisher's exact tests, p>0.05). As compared to common forms of ER+/HER2- IBC, MCBs had a lower frequency of PIK3CA mutations (7% vs 42%, p<0.001) and a higher frequency of GATA3 mutations (27% vs 12%, p=0.04). Mucinous B MCBs had a higher frequency of KMT2C mutations than ER+/HER2- IBCs (25% vs 6%, p=0.04). Most MCBs displayed the mutational signature 1 (aging-related; 20/30, 67%), and no differences in the frequency of specific mutational signatures according to the type of MCBs were observed. Concurrent 1q gains and 16q losses, which are the hallmark genetic alterations of low-grade ER+/HER2- breast cancers, were not observed in pure MCBs, but were found in three of the five mixed MCBs analyzed. The mucinous and ductal components of all five mixed MCBs shared a median of 58% of somatic mutations (range 42%-64%), including clonal GATA3 frameshift mutations in two of them, as well as a similar pattern of copy number alterations, supporting their clonal relatedness. Additional somatic mutations found to be restricted to the ductal or mucinous components of all mixed MCBs analyzed were identified, including clonal missense mutations in PIK3C2B and PIK3R2 in the ductal component of one case, and a PIK3R5 missense mutation in the mucinous component of another case.
Conclusions: The repertoire of somatic mutations in MCBs is distinct from that of common forms of ER+/HER2- IBCs. These differences include the lack of concurrent 1q gains/16q losses, a lower frequency of PIK3CA mutations and a higher frequency of GATA3 mutations in pure MCBs.
Citation Format: Pareja F, Geyer FC, Piscuoglio S, Selenica P, Kumar R, Lim RS, Guerini-Rocco E, Marchio C, Mariani O, Ng CKY, Brogi E, Norton L, Vincent-Salomon A, Weigelt B, Reis-Filho JS. Mucinous breast carcinomas: A genomically distinct subtype of estrogen receptor-positive invasive breast cancers [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr P2-05-08.
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Papanastasiou AD, De Filippo MR, Sirinian C, Selenica P, Repanti M, Reis-Filho JS, Weigelt B. Histologic and genomic characterization of a primary mucinous carcinoma of the skin. EJC SKIN CANCER 2023; 1:100011. [PMID: 38274496 PMCID: PMC10810048 DOI: 10.1016/j.ejcskn.2023.100011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/27/2024]
Abstract
Aims Primary skin mucinous carcinoma is a rare sweat gland neoplasm with a high local recurrence rate after conventional excision but a low distant-metastasis rate. The genetic underpinning of skin mucinous carcinoma is presently unknown. Here, we sought to define whether the repertoire of somatic mutations of a primary mucinous carcinoma of the skin would be similar to that of mucinous breast carcinomas, given the histologic similarities between these tumor types. Methods and results The tumor was situated in the dermis and partially involved the subcutaneous fat. Tumor cells were suspended in periodic acid-Schiff diastaseresistant- positive mucin lakes and expressed cytokeratin 7, synaptophysin and estrogen receptor. DNA samples extracted from microdissected tumor and matched normal tissue were subjected to massively parallel sequencing targeting 410 cancer-related genes. The skin mucinous tumor was found to have a low tumor mutation burden, but to harbor a clonal GATA3 frameshift mutation (p. T418Hfs*89) and amplification of FOXA1, genes not uncommonly altered in breast mucinous carcinomas. Conclusions In this primary skin mucinous carcinoma, GATA3 and FOXA1 driver genetic events were identified, consistent with a possible developmental relationship between skin and breast mucinous neoplasms.
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Shah OS, Nasrazadani A, Foldi J, Atkinson JM, Kleer CG, McAuliffe PF, Johnston TJ, Stallaert W, da Silva EM, Selenica P, Dopeso H, Pareja F, Mandelker D, Weigelt B, Reis-Filho JS, Bhargava R, Lucas PC, Lee AV, Oesterreich S. Spatial molecular profiling of mixed invasive ductal-lobular breast cancers reveals heterogeneity in intrinsic molecular subtypes, oncogenic signatures, and mutations. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.09.09.557013. [PMID: 38915645 PMCID: PMC11195088 DOI: 10.1101/2023.09.09.557013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
Mixed invasive ductal and lobular carcinoma (MDLC) is a rare histologic subtype of breast cancer displaying both E-cadherin positive ductal and E-cadherin negative lobular morphologies within the same tumor, posing challenges with regard to anticipated clinical management. It remains unclear whether these distinct morphologies also have distinct biology and risk of recurrence. Our spatially-resolved transcriptomic, genomic, and single-cell profiling revealed clinically significant differences between ductal and lobular tumor regions including distinct intrinsic subtype heterogeneity (e.g., MDLC with TNBC/basal ductal and ER+/luminal lobular regions), distinct enrichment of senescence/dormancy and oncogenic (ER and MYC) signatures, genetic and epigenetic CDH1 inactivation in lobular, but not ductal regions, and single-cell ductal and lobular sub-populations with unique oncogenic signatures further highlighting intra-regional heterogeneity. Altogether, we demonstrated that the intra-tumoral morphological/histological heterogeneity within MDLC is underpinned by intrinsic subtype and oncogenic heterogeneity which may result in prognostic uncertainty and therapeutic dilemma. Significance MDLC displays both ductal and lobular tumor regions. Our multi-omic profiling approach revealed that these morphologically distinct tumor regions harbor distinct intrinsic subtypes and oncogenic features that may cause prognostic uncertainty and therapeutic dilemma. Thus histopathological/molecular profiling of individual tumor regions may guide clinical decision making and benefit patients with MDLC, particularly in the advanced setting where there is increased reliance on next generation sequencing.
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Feinberg J, Da Cruz Paula A, da Silva EM, Pareja F, Patel J, Zhu Y, Selenica P, Leitao MM, Abu-Rustum NR, Reis-Filho JS, Joehlin-Price A, Weigelt B. Adenoid cystic carcinoma of the Bartholin's gland is underpinned by MYB- and MYBL1- rearrangements. Gynecol Oncol 2024; 185:58-67. [PMID: 38368814 PMCID: PMC11179993 DOI: 10.1016/j.ygyno.2024.02.015] [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: 01/13/2024] [Accepted: 02/09/2024] [Indexed: 02/20/2024]
Abstract
OBJECTIVE Adenoid cystic carcinoma (AdCC) of the Bartholin's gland (AdCC-BG) is a very rare gynecologic vulvar malignancy. AdCC-BGs are slow-growing but locally aggressive and are associated with high recurrence rates. Here we sought to characterize the molecular underpinning of AdCC-BGs. METHODS AdCC-BGs (n = 6) were subjected to a combination of RNA-sequencing, targeted DNA-sequencing, reverse-transcription PCR, fluorescence in situ hybridization (FISH) and MYB immunohistochemistry (IHC). Clinicopathologic variables, somatic mutations, copy number alterations and chimeric transcripts were assessed. RESULTS All six AdCC-BGs were biphasic, composed of ductal and myoepithelial cells. Akin to salivary gland and breast AdCCs, three AdCC-BGs had the MYB::NFIB fusion gene with varying breakpoints, all of which were associated with MYB overexpression by IHC. Two AdCC-BGs were underpinned by MYBL1 fusion genes with different gene partners, including MYBL1::RAD51B and MYBL1::EWSR1 gene fusions, and showed MYB protein expression. Although the final AdCC-BG studied had MYB protein overexpression, no gene fusion was identified. AdCC-BGs harbored few additional somatic genetic alterations, and only few mutations in cancer-related genes were identified, including GNAQ, GNAS, KDM6A, AKT1 and BCL2, none of which were recurrent. Two AdCC-BGs, both with a MYB::NFIB fusion gene, developed metastatic disease. CONCLUSIONS AdCC-BGs constitute a convergent phenotype, whereby activation of MYB or MYBL1 can be driven by the MYB::NFIB fusion gene or MYBL1 rearrangements. Our observations further support the notion that AdCCs, irrespective of organ site, constitute a genotypic-phenotypic correlation. Assessment of MYB or MYBL1 rearrangements may be used as an ancillary marker for the diagnosis of AdCC-BGs.
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Kim J, Geyer FC, Martelotto LG, Ng CKY, Lim RS, Selenica P, Li A, Pareja F, Fusco N, Edelweiss M, Mariani O, Badve S, Vincent-Salomon A, Norton L, Reis-Filho JS, Weigelt B. Abstract P2-05-03: Novel driver genetic alterations in MYB-NFIB-negative breast adenoid cystic carcinomas. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-p2-05-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Breast adenoid cystic carcinoma (AdCC) is a rare type of triple-negative breast cancer associated with an indolent clinical behavior. AdCCs provide a clear example of genotypic-phenotypic correlation with the majority harboring the MYB-NFIB fusion gene. In this study, we sought to identify alternative driver genetic alterations in breast AdCCs lacking the MYB-NFIB fusion gene.
Methods: Nucleic acids obtained from four breast AdCCs lacking the MYB-NFIB fusion gene as defined by reverse transcription (RT)-PCR and/or fluorescence in situ hybridization (FISH) were subjected to RNA-sequencing (n=3), whole-genome (n=2) and/or targeted (n=1) massively parallel sequencing. Sequencing data were analyzed using state-of-the-art bioinformatics algorithms, and potential alternative driver genetic alterations were validated using orthogonal sequencing and molecular pathology methods.
Results: RNA-sequencing revealed the presence of MYBL1-ACTN1 or MYBL1-NFIB fusion genes in two breast AdCCs, which were validated by whole-genome sequencing and/or MYBL1 FISH analysis. Both MYBL1 fusion gene-positive cases were found to overexpress MYBL1 as defined by quantitative RT-PCR analysis. In the third MYB-NFIB-negative breast AdCC studied, a high-level MYB gene amplification coupled with overexpression of MYB at the mRNA and protein levels was identified. In the fourth breast AdCC, which expressed high levels of MYB, whole-genome and RNA-sequencing revealed no definite alternative driver alteration, however, a MYBL2 intronic mutation was found in this case, which was associated with high levels of MYBL2 mRNA expression. In this case, single sample gene set enrichment analysis revealed activation of pathways similar to those activated in AdCCs harboring the MYB-NFIB or MYBL1 fusions genes.
Conclusion: We demonstrate that in breast AdCCs lacking the MYB-NFIB fusion gene MYBL1 rearrangements and MYB amplification are likely alternative driver genetic events. Given that activation of MYB/MYBL1 and their downstream targets can be driven by the MYB-NFIB fusion gene, MYBL1 rearrangements, MYB amplification or other yet to be validated mechanisms (e.g. MYBL2 non-coding mutations), our findings further suggest that breast AdCCs constitute a convergent phenotype.
Citation Format: Kim J, Geyer FC, Martelotto LG, Ng CKY, Lim RS, Selenica P, Li A, Pareja F, Fusco N, Edelweiss M, Mariani O, Badve S, Vincent-Salomon A, Norton L, Reis-Filho JS, Weigelt B. Novel driver genetic alterations in MYB-NFIB-negative breast adenoid cystic carcinomas [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr P2-05-03.
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Ashley C, Selenica P, Caldero S, Tuset-DerAbrain N, Reis-Filho J, Matias-Guiu X, Weigelt B. Landscape of somatic genetic alterations in endometrioid endometrial cancers with germline and somatic PTEN mutations. Gynecol Oncol 2018. [DOI: 10.1016/j.ygyno.2018.04.134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Jalan M, Sharma A, Pei X, Weinhold N, Buechelmaier ES, Zhu Y, Ahmed-Seghir S, Ratnakumar A, Di Bona M, McDermott N, Gomez-Aguilar J, Anderson KS, Ng CKY, Selenica P, Bakhoum SF, Reis-Filho JS, Riaz N, Powell SN. RAD52 resolves transcription-replication conflicts to mitigate R-loop induced genome instability. Nat Commun 2024; 15:7776. [PMID: 39237529 PMCID: PMC11377823 DOI: 10.1038/s41467-024-51784-x] [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: 12/15/2023] [Accepted: 08/15/2024] [Indexed: 09/07/2024] Open
Abstract
Collisions of the transcription and replication machineries on the same DNA strand can pose a significant threat to genomic stability. These collisions occur in part due to the formation of RNA-DNA hybrids termed R-loops, in which a newly transcribed RNA molecule hybridizes with the DNA template strand. This study investigated the role of RAD52, a known DNA repair factor, in preventing collisions by directing R-loop formation and resolution. We show that RAD52 deficiency increases R-loop accumulation, exacerbating collisions and resulting in elevated DNA damage. Furthermore, RAD52's ability to interact with the transcription machinery, coupled with its capacity to facilitate R-loop dissolution, highlights its role in preventing collisions. Lastly, we provide evidence of an increased mutational burden from double-strand breaks at conserved R-loop sites in human tumor samples, which is increased in tumors with low RAD52 expression. In summary, this study underscores the importance of RAD52 in orchestrating the balance between replication and transcription processes to prevent collisions and maintain genome stability.
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Finch L, Andres S, Iasonos A, Zhou Q, Girshman J, Chhetri-Long R, Green H, Selenica P, Jang D, O'Cearbhaill RE, Kyi C, Cohen S, Friedman CF, Makker V, Chi DS, Sonoda Y, Chiang S, Aghajanian C, Weigelt B, Grisham RN. Basket study of oral progesterone antagonist onapristone extended-release in combination with anastrozole in progesterone receptor-positive recurrent adult-type granulosa cell tumor of the ovary. Int J Gynecol Cancer 2025; 35:100005. [PMID: 39878266 DOI: 10.1016/j.ijgc.2024.100005] [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: 10/21/2024] [Accepted: 11/03/2024] [Indexed: 01/31/2025] Open
Abstract
OBJECTIVE We sought to determine the safety and efficacy of the oral progesterone antagonist onapristone in combination with anastrozole in patients with recurrent progesterone receptor-positive adult-type granulosa cell tumor of the ovary. METHODS This was a single-institution phase II study of patients with progesterone receptor-positive adult-type granulosa cell tumor who received at least 1 prior line of chemotherapy. Patients were enrolled from November 2021 to August 2022 and tissue was evaluated for progesterone receptor status via immunohistochemistry. Eligible patients had progesterone receptor expression ≥1% on tissue collected within 3 years of enrollment. Patients received 50 mg of onapristone extended-release twice daily and 1 mg of anastrozole by mouth daily until progression of disease or discontinuation of treatment. Adverse events were graded by Common Terminology Criteria for Adverse Events version 5.0. The primary end point was the overall response rate by Response Evaluation Criteria in Solid Tumors version 1.1. Secondary end points were response duration, clinical benefit rate, progression-free survival, and safety. RESULTS Fourteen patients with adult-type granulosa cell tumor enrolled and completed stage 1 accrual. There were no objective responses seen during the study period. The study was closed when further development of onapristone extended-release was discontinued. All 14 patients were evaluable, with median progression-free survival of 3.6 months (range; 1.7-7.1), a 6-month progression-free survival rate of 28.6% (range; 8.8%-52.4%), a 12-month progression-free survival rate of 10.7% (range; 0.8%-35.4%), and a clinical benefit rate of 42.9% (range; 17.7%-71.7%). CONCLUSION The study did not meet its primary end point. Although the combination of onapristone extended-release and anastrozole was well-tolerated, there were no objective responses in patients with progesterone receptor-positive adult-type granulosa cell tumor.
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Clinical Trial, Phase II |
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