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Huang L, Shi L, Li M, Yin X, Ji X. Oxidative stress in endometriosis: Sources, mechanisms and therapeutic potential of antioxidants (Review). Int J Mol Med 2025; 55:72. [PMID: 40052588 DOI: 10.3892/ijmm.2025.5513] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Accepted: 01/20/2025] [Indexed: 05/13/2025] Open
Abstract
Endometriosis affects ~15% of women of reproductive age worldwide, impacting ~190 million individuals. Despite its high prevalence, the precise pathogenesis of endometriosis remains unclear. Emerging evidence has highlighted oxidative stress as a pivotal factor in the initiation and progression of this disease. The present review comprehensively summarizes the sources of oxidative stress in endometriosis, including redox imbalance characterized by increased oxidative markers and diminished antioxidant defenses, mitochondrial dysfunction leading to excessive production of reactive oxygen species (ROS), and aberrant iron metabolism that further amplifies ROS generation. The accumulation of ROS disrupts cellular redox homeostasis, thereby exacerbating oxidative stress and activating key cell proliferation signaling pathways, such as the Raf/MEK/ERK and mTOR pathways. Activation of these pathways promotes the survival and proliferation of ectopic endometrial cells, contributing to lesion development and disease progression. The present review also discusses how oxidative stress induces epigenetic modifications that may further drive the pathological features of endometriosis. Finally, the recent advances in the application of antioxidants as therapeutic agents for endometriosis are highlighted, underscoring their potential to mitigate oxidative stress and ameliorate disease symptoms. Understanding the intricate relationship between oxidative stress and endometriosis may pave the way for novel diagnostic and therapeutic strategies aimed at improving patient outcomes.
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Affiliation(s)
- Li Huang
- Department of Gynecology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 610072, P.R. China
| | - Ling Shi
- Department of Gynecology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 610072, P.R. China
| | - Maoya Li
- Department of Gynecology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 610072, P.R. China
| | - Xiaolan Yin
- Department of Gynecology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 610072, P.R. China
| | - Xiaoli Ji
- Department of Gynecology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 610072, P.R. China
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Han D, Wu C, Jin H. Anti-tumor immune modulation and favorable survival outcomes in uterine corpus endometrial carcinoma: insights from PIK3CA/ARID1A co-mutation analysis. Discov Oncol 2025; 16:641. [PMID: 40301230 PMCID: PMC12040806 DOI: 10.1007/s12672-025-02422-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Accepted: 04/17/2025] [Indexed: 05/01/2025] Open
Abstract
BACKGROUND Uterine corpus endometrial carcinoma (UCEC) is the most prevalent cancer of the female reproductive system, posing significant risks to women's reproductive health and imposing considerable economic burdens on families and society due to high treatment costs. METHODS The study population comprised 529 UCEC patients who were selected and retrieved from the cBioPortal public database for a comprehensive integrated analysis. This study aims to explore the prognostic significance of co-mutation in PIK3CA/ARID1A genes in UCEC, utilizing various bioinformatics approaches, including differential expression genes (DEGs) analysis, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, Gene Set Enrichment Analysis (GSEA), immune infiltration analysis, and the establishment of nomogram model. RESULTS PIK3CA/ARID1A co-mutation group had a better prognosis than the other three groups. The co-mutation of PIK3CA/ARID1A was associated with a significantly improved overall survival (OS) in patients with UCEC and immunotherapy markers. This result was further corroborated in the MSK cohort, reinforcing the robustness of our observations. Our findings revealed that 222 genes were upregulated and 1,464 genes downregulated in the co-mutation group compared to the non-co-mutation (NCM) group, providing a molecular basis for understanding the biological roles of these gene mutations in UCEC. Additionally, pathway analysis identified significant enrichment in immune-related pathways, emphasizing the potential for co-mutation to influence tumor progression via immune modulation. Notably, patients with co-mutations exhibited improved overall survival (P < 0.05), suggesting their role as vital prognostic markers. The developed Cox proportional hazards model demonstrated high predictive accuracy (C-index = 0.835), supporting personalized management for UCEC patients. CONCLUSION In conclusion, this study underscores the importance of PIK3CA and ARID1A co-mutations in UCEC, advocating for their further exploration in clinical applications and therapeutic strategies.
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Affiliation(s)
- Dongmei Han
- Center for Precision Cancer Medicine and Translation Research, Tianjin Cancer Hospital Airport Hospital, Tianjin, 300181, China
- Center for Precision Cancer Medicine and Translation Research, Tianjin Medical University Cancer Institute & Hospital, No. 99, East 5 th Road, Tianjin Airport Economic Zone, Tianjin, 300060, China
| | - Caihong Wu
- Center for Precision Cancer Medicine and Translation Research, Tianjin Cancer Hospital Airport Hospital, Tianjin, 300181, China
- Center for Precision Cancer Medicine and Translation Research, Tianjin Medical University Cancer Institute & Hospital, No. 99, East 5 th Road, Tianjin Airport Economic Zone, Tianjin, 300060, China
| | - Hao Jin
- Center for Precision Cancer Medicine and Translation Research, Tianjin Cancer Hospital Airport Hospital, Tianjin, 300181, China.
- Center for Precision Cancer Medicine and Translation Research, Tianjin Medical University Cancer Institute & Hospital, No. 99, East 5 th Road, Tianjin Airport Economic Zone, Tianjin, 300060, China.
- Clinical Research Management Department, Tianjin Cancer Hospital Airport Hospital, Tianjin, 300181, China.
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Sia TY, Allison DHR, Da Cruz Paula A, da Silva EM, Ye Q, Selenica P, Pareja F, Green H, Abu-Rustum NR, Weigelt B, Ellenson LH. Clinicopathologic and Genomic Analysis of Uterine Serous Carcinomas Arising From Endometrial Hyperplasia. Am J Surg Pathol 2025:00000478-990000000-00514. [PMID: 40298247 DOI: 10.1097/pas.0000000000002401] [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: 04/30/2025]
Abstract
Uterine serous carcinoma (USC) typically arises from atrophic endometrium but may be associated with hyperplasia in 5% to 10% of cases. We sought to identify USC with concurrent hyperplasia and (i) define if these are clonally related, and (ii) determine if USC associated with hyperplasia is genetically distinct from USC without hyperplasia. Patients diagnosed with USC and hyperplasia from their hysterectomy specimen between January 1, 2014 and February 29, 2022 were identified. Hyperplasia and carcinoma were separately subjected to tumor-normal panel sequencing. Their repertoire of genetic alterations was compared with that of a separate cohort of atrophy-associated USCs. Of 267 USCs with clinical sequencing and slides available for review, 8 with concurrent carcinoma and hyperplasia had sufficient tissue for molecular studies. In 7 (87.5%) of these 8 cases, USC and hyperplasia were clonally related and shared multiple mutations, including TP53 in 4 cases (57%). In 1 case (USC4), USC and hyperplasia were unrelated at the genetic level, and the hyperplasia was TP53 wild-type. In another case (USC5), USC and TP53 wild-type hyperplasia shared 1 of 11 mutations while being distinct at the copy number level. The prevalence of ARID1A mutations was higher in hyperplasia-associated USC compared with atrophy-associated USC (43% vs. 0%, respectively; P=0.02). USC and co-occurring hyperplasia were clonally related in most cases, commonly harboring TP53 hotspot mutations in both components. These results suggest an alternative origin of tumorigenesis in this rare subset of endometrial cancers.
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Affiliation(s)
| | | | - Arnaud Da Cruz Paula
- Department of Pathology, Memorial Sloan Kettering Cancer Center
- i3S Instituto de Investigação e Inovação em Saúde, Porto, Portugal
| | | | - Qiqi Ye
- Department of Pathology, Memorial Sloan Kettering Cancer Center
| | - Pier Selenica
- Department of Pathology, Memorial Sloan Kettering Cancer Center
| | - Fresia Pareja
- Department of Pathology, Memorial Sloan Kettering Cancer Center
| | - Hunter Green
- Department of Pathology, Memorial Sloan Kettering Cancer Center
| | - Nadeem R Abu-Rustum
- Department of Surgery, Gynecology Service
- Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Britta Weigelt
- Department of Pathology, Memorial Sloan Kettering Cancer Center
| | - Lora H Ellenson
- Department of Pathology, Memorial Sloan Kettering Cancer Center
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4
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Datkhayeva Z, Iskakova A, Mireeva A, Seitaliyeva A, Skakova R, Kulniyazova G, Shayakhmetova A, Koshkimbayeva G, Sarmuldayeva C, Nurseitova L, Koshenova L, Imanbekova G, Maxutova D, Yerkenova S, Shukirbayeva A, Pernebekova U, Dushimova Z, Amirkhanova A. The Multifactorial Pathogenesis of Endometriosis: A Narrative Review Integrating Hormonal, Immune, and Microbiome Aspects. MEDICINA (KAUNAS, LITHUANIA) 2025; 61:811. [PMID: 40428769 PMCID: PMC12113382 DOI: 10.3390/medicina61050811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2025] [Revised: 04/18/2025] [Accepted: 04/22/2025] [Indexed: 05/29/2025]
Abstract
Endometriosis (EM) is a common estrogen-dependent chronic inflammatory disorder affecting reproductive-aged women, yet its pathogenesis remains incompletely understood. Recent evidence suggests that the gut microbiota significantly influence immune responses, estrogen metabolism, and systemic inflammation, potentially contributing to EM progression. This narrative review explores the relationship between the gut microbiota and EM, emphasizing microbial dysbiosis, inflammation, estrogen regulation, and potential microbiome-targeted therapies. Studies published within the last 30 years were included, focusing on the microbiota composition, immune modulation, estrogen metabolism, and therapeutic interventions in EM. The selection criteria prioritized peer-reviewed articles, clinical trials, meta-analyses, and narrative reviews investigating the gut microbiota's role in EM pathophysiology and treatment. Microbial dysbiosis in EM is characterized by a reduced abundance of beneficial bacteria (Lactobacillus, Bifidobacterium, and Ruminococcaceae) and an increased prevalence of pro-inflammatory taxa (Escherichia/Shigella, Streptococcus, and Bacteroides). The gut microbiota modulate estrogen metabolism via the estrobolome, contributing to increased systemic estrogen levels and lesion proliferation. Additionally, lipopolysaccharides (LPS) from Gram-negative bacteria activate the TLR4/NF-κB signaling pathway, exacerbating inflammation and EM symptoms. The interaction between the gut microbiota, immune dysregulation, and estrogen metabolism suggests a critical role in EM pathogenesis. While microbiota-targeted interventions offer potential therapeutic benefits, further large-scale, multi-center studies are needed to validate microbial biomarkers and optimize microbiome-based therapies for EM. Integrating microbiome research with precision medicine may enhance the diagnostic accuracy and improve the EM treatment efficacy.
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Affiliation(s)
- Zaure Datkhayeva
- Department of General Medical Practice No. 2, School of Medicine, S.D. Asfendiyarov Kazakh National Medical University, Tole-bi 94, Almaty 050012, Kazakhstan; (Z.D.); (A.M.); (L.N.); (D.M.); (S.Y.)
| | - Ainur Iskakova
- Department of Public Health and Social Sciences, Kazakhstan’s Medical University “KSPH”, Utepov str.19A., Almaty 050000, Kazakhstan
| | - Alla Mireeva
- Department of General Medical Practice No. 2, School of Medicine, S.D. Asfendiyarov Kazakh National Medical University, Tole-bi 94, Almaty 050012, Kazakhstan; (Z.D.); (A.M.); (L.N.); (D.M.); (S.Y.)
| | - Aida Seitaliyeva
- Higher School of Medicine, Al-Farabi Kazakh National University, Tole-bi 96, Almaty 050040, Kazakhstan; (A.S.); (G.K.); (A.S.); (Z.D.)
| | - Raikhan Skakova
- Department of Obstetrics and Gynecology, School of Medicine, S.D. Asfendiyarov Kazakh National Medical University, Tole-bi 94, Almaty 050012, Kazakhstan; (R.S.); (L.K.); (A.S.); (U.P.)
| | - Gulshat Kulniyazova
- Higher School of Medicine, Al-Farabi Kazakh National University, Tole-bi 96, Almaty 050040, Kazakhstan; (A.S.); (G.K.); (A.S.); (Z.D.)
| | - Aiman Shayakhmetova
- Higher School of Medicine, Al-Farabi Kazakh National University, Tole-bi 96, Almaty 050040, Kazakhstan; (A.S.); (G.K.); (A.S.); (Z.D.)
| | - Gaukhar Koshkimbayeva
- Department of General Medical Practice with Courses, Kazakh-Russian Medical University, Abylai Khan 51/53, Almaty 050000, Kazakhstan;
| | - Chapen Sarmuldayeva
- City Center for Human Reproduction, st. Zhibek-Zholy 7W6M+CQR, Almaty 050000, Kazakhstan;
| | - Lazzat Nurseitova
- Department of General Medical Practice No. 2, School of Medicine, S.D. Asfendiyarov Kazakh National Medical University, Tole-bi 94, Almaty 050012, Kazakhstan; (Z.D.); (A.M.); (L.N.); (D.M.); (S.Y.)
| | - Lyailya Koshenova
- Department of Obstetrics and Gynecology, School of Medicine, S.D. Asfendiyarov Kazakh National Medical University, Tole-bi 94, Almaty 050012, Kazakhstan; (R.S.); (L.K.); (A.S.); (U.P.)
| | - Gulzhan Imanbekova
- “Almaty City Hospital No. 29” Communal State Enterprise on the Right of Economic Management, Microdistrict Zerdeli 371/3, Almaty 050000, Kazakhstan;
| | - Dina Maxutova
- Department of General Medical Practice No. 2, School of Medicine, S.D. Asfendiyarov Kazakh National Medical University, Tole-bi 94, Almaty 050012, Kazakhstan; (Z.D.); (A.M.); (L.N.); (D.M.); (S.Y.)
| | - Sandugash Yerkenova
- Department of General Medical Practice No. 2, School of Medicine, S.D. Asfendiyarov Kazakh National Medical University, Tole-bi 94, Almaty 050012, Kazakhstan; (Z.D.); (A.M.); (L.N.); (D.M.); (S.Y.)
| | - Aigerim Shukirbayeva
- Department of Obstetrics and Gynecology, School of Medicine, S.D. Asfendiyarov Kazakh National Medical University, Tole-bi 94, Almaty 050012, Kazakhstan; (R.S.); (L.K.); (A.S.); (U.P.)
| | - Ulzhan Pernebekova
- Department of Obstetrics and Gynecology, School of Medicine, S.D. Asfendiyarov Kazakh National Medical University, Tole-bi 94, Almaty 050012, Kazakhstan; (R.S.); (L.K.); (A.S.); (U.P.)
| | - Zaure Dushimova
- Higher School of Medicine, Al-Farabi Kazakh National University, Tole-bi 96, Almaty 050040, Kazakhstan; (A.S.); (G.K.); (A.S.); (Z.D.)
| | - Akerke Amirkhanova
- School of Pharmacy, S.D. Asfendiyarov Kazakh National Medical University, Tole-bi 94, Almaty 050012, Kazakhstan
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5
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Garvey M. Endometriosis: Future Biological Perspectives for Diagnosis and Treatment. Int J Mol Sci 2024; 25:12242. [PMID: 39596309 PMCID: PMC11595046 DOI: 10.3390/ijms252212242] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Revised: 11/06/2024] [Accepted: 11/13/2024] [Indexed: 11/28/2024] Open
Abstract
Endometriosis is an oestrogen-dependent inflammatory disease affecting menstruating women, with varying levels of severity. Oestrogen dysregulation is responsible for chronic inflammation, angiogenesis, endometrial lesion development, progression, and infertility during menarche in afflicted women. The inflammatory mediators associated with this chronic painful disease have been established, with research also indicating the relationship between dysbiosis and disease manifestation. Endometriosis is also present with several painful comorbidities, including endometrial cancer, cardiovascular disease, and autoimmunity. The lack of specific and sensitive non-invasive diagnostic procedures, coupled with poor response to current therapeutic approaches, means that treatment needs remain unmet. Surgical procedures are performed to remove endometriosis ectopic lesions, for which the recurrence rate of disease is up to 50%, with certain patients exhibiting no alleviation of symptoms. This review aims to outline the aetiology of endometriosis, detailing novel diagnostic approaches and potential therapeutic approaches, namely advanced therapeutic medical products (ATMPs), including stem cell therapy and clustered regularly interspaced short palindromic repeats (CRISPR) gene editing. This timely review also provides novel insights into the important recent modalities which may be applied for the diagnosis and therapeutic response of endometriosis, including biomarkers, microfluidic platforms, and organoid systems. Undoubtedly, reliable, reproducible, sensitive, and specific models of endometriosis in humans are urgently needed to investigate and detail the aetiology of this debilitating disease.
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Affiliation(s)
- Mary Garvey
- Department of Life Science, Atlantic Technological University, Ash Lane, F91 YW50 Sligo, Ireland
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6
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Shi M. The Efficacy of Ganoderma lucidum Extracts on Treating Endometrial Cancer: A Network Pharmacology Approach. Reprod Sci 2024; 31:1881-1894. [PMID: 38448739 PMCID: PMC11217070 DOI: 10.1007/s43032-024-01500-3] [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: 07/28/2023] [Accepted: 02/09/2024] [Indexed: 03/08/2024]
Abstract
Ganoderma lucidum (GL) is a prominent medicinal mushroom in traditional Chinese medicine, known for its potent antitumor properties. This study aimed to illustrate the efficacy of GL extracts (GLE) on treating endometrial cancer (EC) and explore the underlying mechanisms via network pharmacology and experimental validation. Network pharmacological analysis was conducted to explore the therapeutic efficacy and mechanisms of GL on EC. In vitro experimental validation was performed on human endometrial cancer cell lines HEC-1-A and KLE. Network pharmacology revealed that key targets of GL against EC were primarily associated with the Rap1 signaling pathway. In in vitro experiments, GLE or GGTI-298 (a GTPase inhibitor) treatment inhibited cell proliferation and migration, promoted cell apoptosis, increased caspase-3 level, and arrested cell cycle in G1 phase in HEC-1-A and KLE cells. GLE increased the protein expression of Rap1-GTP, p-AKT, and p-ERK2 in HEC-1-A and KLE cells. Moreover, GGTI-298 enhanced the effects of GLE on suppressing the malignant progression of EC cells and on activating Rap1 signaling pathway. GLE inhibited the malignant progression of EC cells probably via activating the Rap1 signaling pathway.
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Affiliation(s)
- Min Shi
- Department of Medical Oncology, Zhejiang Putuo Hospital, Zhoushan, 316100, Zhejiang Province, China.
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7
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Angelico G, Attanasio G, Colarossi L, Colarossi C, Montalbano M, Aiello E, Di Vendra F, Mare M, Orsi N, Memeo L. ARID1A Mutations in Gastric Cancer: A Review with Focus on Clinicopathological Features, Molecular Background and Diagnostic Interpretation. Cancers (Basel) 2024; 16:2062. [PMID: 38893181 PMCID: PMC11171396 DOI: 10.3390/cancers16112062] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 05/23/2024] [Accepted: 05/28/2024] [Indexed: 06/21/2024] Open
Abstract
AT-rich interaction domain 1 (ARID1A) is a pivotal gene with a significant role in gastrointestinal tumors which encodes a protein referred to as BAF250a or SMARCF1, an integral component of the SWI/SNF (SWItch/sucrose non-fermentable) chromatin remodeling complex. This complex is instrumental in regulating gene expression by modifying the structure of chromatin to affect the accessibility of DNA. Mutations in ARID1A have been identified in various gastrointestinal cancers, including colorectal, gastric, and pancreatic cancers. These mutations have the potential to disrupt normal SWI/SNF complex function, resulting in aberrant gene expression and potentially contributing to the initiation and progression of these malignancies. ARID1A mutations are relatively common in gastric cancer, particularly in specific adenocarcinoma subtypes. Moreover, such mutations are more frequently observed in specific molecular subtypes, such as microsatellite stable (MSS) cancers and those with a diffuse histological subtype. Understanding the presence and implications of ARID1A mutations in GC is of paramount importance for tailoring personalized treatment strategies and assessing prognosis, particularly given their potential in predicting patient response to novel treatment strategies including immunotherapy, poly(ADP) ribose polymerase (PARP) inhibitors, mammalian target of rapamycin (mTOR) inhibitors, and enhancer of zeste 2 polycomb repressive complex 2 subunit (EZH2) inhibitors.
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Affiliation(s)
- Giuseppe Angelico
- Department of Medicine and Surgery, Kore University of Enna, 94100 Enna, Italy;
| | - Giulio Attanasio
- Department of Medical, Surgical Sciences and Advanced Technologies G.F. Ingrassia, Anatomic Pathology, University of Catania, 95123 Catania, Italy;
| | - Lorenzo Colarossi
- Pathology Unit, Department of Experimental Oncology, Mediterranean Institute of Oncology, 95029 Catania, Italy; (L.C.); (C.C.); (E.A.)
| | - Cristina Colarossi
- Pathology Unit, Department of Experimental Oncology, Mediterranean Institute of Oncology, 95029 Catania, Italy; (L.C.); (C.C.); (E.A.)
| | - Matteo Montalbano
- Pathology Unit, Department of Experimental Oncology, Mediterranean Institute of Oncology, 95029 Catania, Italy; (L.C.); (C.C.); (E.A.)
- PhD Program in Precision Medicine, University of Palermo, 90144 Palermo, Italy
| | - Eleonora Aiello
- Pathology Unit, Department of Experimental Oncology, Mediterranean Institute of Oncology, 95029 Catania, Italy; (L.C.); (C.C.); (E.A.)
| | - Federica Di Vendra
- Department of Chemical, Biological and Environmental Chemistry, University of Messina, 98122 Messina, Italy
| | - Marzia Mare
- Medical Oncology Unit, Department of Experimental Oncology, Mediterranean Institute of Oncology, Viagrande, 95029 Catania, Italy
| | - Nicolas Orsi
- Leeds Institute of Medical Research, St James’s University Hospital, The University of Leeds, Leeds LS9 7TF, UK;
| | - Lorenzo Memeo
- Pathology Unit, Department of Experimental Oncology, Mediterranean Institute of Oncology, 95029 Catania, Italy; (L.C.); (C.C.); (E.A.)
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8
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Li Y, Liu Y, Yang K, Jin L, Yang J, Huang S, Liu Y, Hu B, Liu R, Liu W, Liu A, Zheng Q, Zhang Y. Impact of ARID1A and TP53 mutations in pediatric refractory or relapsed mature B-Cell lymphoma treated with CAR-T cell therapy. Cancer Cell Int 2023; 23:281. [PMID: 37981695 PMCID: PMC10657579 DOI: 10.1186/s12935-023-03122-2] [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: 08/18/2023] [Accepted: 11/02/2023] [Indexed: 11/21/2023] Open
Abstract
BACKGROUND Chimeric antigen receptor (CAR)-T cell therapy has been used to treat pediatric refractory or relapsed mature B-cell non-Hodgkin lymphoma (r/r MB-NHL) with significantly improved outcomes, but a proportion of patients display no response or experience relapse after treatment. To investigate whether tumor-intrinsic somatic genetic alterations have an impact on CAR-T cell treatment, the genetic features and treatment outcomes of 89 children with MB-NHL were analyzed. METHODS 89 pediatric patients treated at multiple clinical centers of the China Net Childhood Lymphoma (CNCL) were included in this study. Targeted next-generation sequencing for a panel of lymphoma-related genes was performed on tumor samples. Survival rates and relapse by genetic features and clinical factors were analyzed. Survival curves were calculated using a log-rank (Mantel-Cox) test. The Wilcox sum-rank test and Fisher's exact test were applied to test for group differences. RESULTS A total of 89 driver genes with somatic mutations were identified. The most frequently mutated genes were TP53 (66%), ID3 (55%), and ARID1A (31%). The incidence of ARID1A mutation and co-mutation of TP53 and ARID1A was high in patients with r/r MB-NHL (P = 0.006; P = 0.018, respectively). CAR-T cell treatment significantly improved survival in r/r MB-NHL patients (P = 0.00081), but patients with ARID1A or ARID1A and TP53 co-mutation had poor survival compared to those without such mutations. CONCLUSION These results indicate that children with MB-NHL harboring ARID1A or TP53 and ARID1A co-mutation are insensitive to initial conventional chemotherapy and subsequent CAR-T cell treatment. Examination of ARID1A and TP53 mutation status at baseline might have prognostic value, and risk-adapted or more effective therapies should be considered for patients with these high-risk genetic alterations.
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Affiliation(s)
- Yang Li
- Molecular diagnostics laboratory, Beijing GoBroad Boren Hospital, Beijing, China
| | - Yang Liu
- Department of Pediatric Lymphoma, Beijing GoBroad Boren Hospital, Beijing, China
| | - Keyan Yang
- Molecular diagnostics laboratory, Beijing GoBroad Boren Hospital, Beijing, China
| | - Ling Jin
- Department of Hematology/Oncology, Beijing Children's Hospital, National Center for Children's Health, Capital Medical University, Beijing, China
| | - Jing Yang
- Department of Hematology/Oncology, Beijing Children's Hospital, National Center for Children's Health, Capital Medical University, Beijing, China
| | - Shuang Huang
- Department of Hematology/Oncology, Beijing Children's Hospital, National Center for Children's Health, Capital Medical University, Beijing, China
| | - Ying Liu
- Department of Pediatric Lymphoma, Beijing GoBroad Boren Hospital, Beijing, China
| | - Bo Hu
- Department of Pediatric Lymphoma, Beijing GoBroad Boren Hospital, Beijing, China
| | - Rong Liu
- Department of Hematology/Oncology, Capital institute of pediatric, Beijing, China
| | - Wei Liu
- Department of Hematology/Oncology, Zhengzhou Children's Hospital, Zhengzhou, China
| | - Ansheng Liu
- Department of Hematology/Oncology, Xian Children's Hospital, Xi'An, China
| | - Qinlong Zheng
- Molecular diagnostics laboratory, Beijing GoBroad Boren Hospital, Beijing, China.
| | - Yonghong Zhang
- Department of Pediatric Lymphoma, Beijing GoBroad Boren Hospital, Beijing, China.
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9
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Marquardt RM, Tran DN, Lessey BA, Rahman MS, Jeong JW. Epigenetic Dysregulation in Endometriosis: Implications for Pathophysiology and Therapeutics. Endocr Rev 2023; 44:1074-1095. [PMID: 37409951 PMCID: PMC10638603 DOI: 10.1210/endrev/bnad020] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 02/15/2023] [Accepted: 07/05/2023] [Indexed: 07/07/2023]
Abstract
Endometriosis is a prevalent gynecological condition associated with pelvic pain and infertility. Despite more than a century of research, the etiology of endometriosis still eludes scientific consensus. This lack of clarity has resulted in suboptimal prevention, diagnosis, and treatment options. Evidence of genetic contributors to endometriosis is interesting but limited; however, significant progress has been made in recent years in identifying an epigenetic role in the pathogenesis of endometriosis through clinical studies, in vitro cell culture experiments, and in vivo animal models. The predominant findings include endometriosis-related differential expression of DNA methyltransferases and demethylases, histone deacetylases, methyltransferases, and demethylases, and regulators of chromatin architecture. There is also an emerging role for miRNAs in controlling epigenetic regulators in the endometrium and endometriosis. Changes in these epigenetic regulators result in differential chromatin organization and DNA methylation, with consequences for gene expression independent of a genetic sequence. Epigenetically altered expression of genes related to steroid hormone production and signaling, immune regulation, and endometrial cell identity and function have all been identified and appear to play into the pathophysiological mechanisms of endometriosis and resulting infertility. This review summarizes and critically discusses early seminal findings, the ever-growing recent evidence of epigenetic contributions to the pathophysiology of endometriosis, and implications for proposed epigenetically targeted therapeutics.
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Affiliation(s)
- Ryan M Marquardt
- Department of Obstetrics, Gynecology & Reproductive Biology, Michigan State University, Grand Rapids, MI, USA
| | - Dinh Nam Tran
- Department of Obstetrics, Gynecology and Women's Health, University of Missouri, Columbia, MO, USA
| | - Bruce A Lessey
- Department of Obstetrics and Gynecology, Wake Forest Baptist Health, Winston-Salem, NC, USA
| | - Md Saidur Rahman
- Department of Obstetrics, Gynecology and Women's Health, University of Missouri, Columbia, MO, USA
| | - Jae-Wook Jeong
- Department of Obstetrics, Gynecology and Women's Health, University of Missouri, Columbia, MO, USA
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10
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Navaridas R, Vidal‐Sabanés M, Ruiz‐Mitjana A, Altés G, Perramon‐Güell A, Yeramian A, Egea J, Encinas M, Gatius S, Matias‐Guiu X, Dolcet X. In Vivo Intra-Uterine Delivery of TAT-Fused Cre Recombinase and CRISPR/Cas9 Editing System in Mice Unveil Histopathology of Pten/p53-Deficient Endometrial Cancers. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2303134. [PMID: 37749866 PMCID: PMC10646277 DOI: 10.1002/advs.202303134] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 07/25/2023] [Indexed: 09/27/2023]
Abstract
Phosphatase and TENsin homolog (Pten) and p53 are two of the most frequently mutated tumor suppressor genes in endometrial cancer. However, the functional consequences and histopathological manifestation of concomitant p53 and Pten loss of function alterations in the development of endometrial cancer is still controversial. Here, it is demonstrated that simultaneous Pten and p53 deletion is sufficient to cause epithelial to mesenchymal transition phenotype in endometrial organoids. By a novel intravaginal delivery method using HIV1 trans-activator of transcription cell penetrating peptide fused with a Cre recombinase protein (TAT-Cre), local ablation of both p53 and Pten is achieved specifically in the uterus. These mice developed high-grade endometrial carcinomas and a high percentage of uterine carcinosarcomas resembling those found in humans. To further demonstrate that carcinosarcomas arise from epithelium, double Pten/p53 deficient epithelial cells are mixed with wild type stromal and myometrial cells and subcutaneously transplanted to Scid mice. All xenotransplants resulted in the development of uterine carcinosarcomas displaying high nuclear pleomorphism and metastatic potential. Accordingly, in vivo CRISPR/Cas9 disruption of Pten and p53 also triggered the development of metastatic carcinosarcomas. The results unfadingly demonstrate that simultaneous deletion of p53 and Pten in endometrial epithelial cells is enough to trigger epithelial to mesenchymal transition that is consistently translated to the formation of uterine carcinosarcomas in vivo.
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Affiliation(s)
- Raúl Navaridas
- Developmental and Oncogenic Signalling Group, Department of Basic Medical Sciences and Department of Experimental MedicineInstitut de Recerca Biomèdica de Lleida, IRBLleida. University of Lleida, UdL.Av. Rovira Roure 80LleidaCatalonia25198Spain
| | - Maria Vidal‐Sabanés
- Developmental and Oncogenic Signalling Group, Department of Basic Medical Sciences and Department of Experimental MedicineInstitut de Recerca Biomèdica de Lleida, IRBLleida. University of Lleida, UdL.Av. Rovira Roure 80LleidaCatalonia25198Spain
| | - Anna Ruiz‐Mitjana
- Developmental and Oncogenic Signalling Group, Department of Basic Medical Sciences and Department of Experimental MedicineInstitut de Recerca Biomèdica de Lleida, IRBLleida. University of Lleida, UdL.Av. Rovira Roure 80LleidaCatalonia25198Spain
| | - Gisela Altés
- Developmental and Oncogenic Signalling Group, Department of Basic Medical Sciences and Department of Experimental MedicineInstitut de Recerca Biomèdica de Lleida, IRBLleida. University of Lleida, UdL.Av. Rovira Roure 80LleidaCatalonia25198Spain
| | - Aida Perramon‐Güell
- Developmental and Oncogenic Signalling Group, Department of Basic Medical Sciences and Department of Experimental MedicineInstitut de Recerca Biomèdica de Lleida, IRBLleida. University of Lleida, UdL.Av. Rovira Roure 80LleidaCatalonia25198Spain
| | - Andree Yeramian
- Developmental and Oncogenic Signalling Group, Department of Basic Medical Sciences and Department of Experimental MedicineInstitut de Recerca Biomèdica de Lleida, IRBLleida. University of Lleida, UdL.Av. Rovira Roure 80LleidaCatalonia25198Spain
| | - Joaquim Egea
- Developmental and Oncogenic Signalling Group, Department of Basic Medical Sciences and Department of Experimental MedicineInstitut de Recerca Biomèdica de Lleida, IRBLleida. University of Lleida, UdL.Av. Rovira Roure 80LleidaCatalonia25198Spain
| | - Mario Encinas
- Developmental and Oncogenic Signalling Group, Department of Basic Medical Sciences and Department of Experimental MedicineInstitut de Recerca Biomèdica de Lleida, IRBLleida. University of Lleida, UdL.Av. Rovira Roure 80LleidaCatalonia25198Spain
| | - Sonia Gatius
- Oncologic Pathology Group, Department of Basic Medical SciencesBiomedical Research Institute of Lleida (IRBLleida), CIBERONC.Av. Rovira Roure 80LleidaCatalonia25198Spain
| | - Xavier Matias‐Guiu
- Oncologic Pathology Group, Department of Basic Medical SciencesBiomedical Research Institute of Lleida (IRBLleida), CIBERONC.Av. Rovira Roure 80LleidaCatalonia25198Spain
| | - Xavier Dolcet
- Developmental and Oncogenic Signalling Group, Department of Basic Medical Sciences and Department of Experimental MedicineInstitut de Recerca Biomèdica de Lleida, IRBLleida. University of Lleida, UdL.Av. Rovira Roure 80LleidaCatalonia25198Spain
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11
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Wilson MR, Harkins S, Reske JJ, Siwicki RA, Adams M, Bae-Jump VL, Teixeira JM, Chandler RL. PIK3CA mutation in endometriotic epithelial cells promotes viperin-dependent inflammatory response to insulin. Reprod Biol Endocrinol 2023; 21:43. [PMID: 37170094 PMCID: PMC10173629 DOI: 10.1186/s12958-023-01094-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 04/30/2023] [Indexed: 05/13/2023] Open
Abstract
Endometrial epithelia are known to harbor cancer driver mutations in the absence of any pathologies, including mutations in PIK3CA. Insulin plays an important role in regulating uterine metabolism during pregnancy, and hyperinsulinemia is associated with conditions impacting fertility. Hyperinsulinemia also promotes cancer, but the direct action of insulin on mutated endometrial epithelial cells is unknown. Here, we treated 12Z endometriotic epithelial cells carrying the PIK3CAH1047R oncogene with insulin and examined transcriptomes by RNA-seq. While cells naively responded to insulin, the magnitude of differential gene expression (DGE) was nine times greater in PIK3CAH1047R cells, representing a synergistic effect between insulin signaling and PIK3CAH1047R expression. Interferon signaling and the unfolded protein response (UPR) were enriched pathways among affected genes. Insulin treatment in wild-type cells activated normal endoplasmic reticulum stress (ERS) response programs, while PIK3CAH1047R cells activated programs necessary to avoid ERS-induced apoptosis. PIK3CAH1047R expression alone resulted in overexpression (OE) of Viperin (RSAD2), which is involved in viral response and upregulated in the endometrium during early pregnancy. The transcriptional changes induced by insulin in PIK3CAH1047R cells were rescued by knockdown of Viperin, while Viperin OE alone was insufficient to induce a DGE response to insulin, suggesting that Viperin is necessary but not sufficient for the synergistic effect of PIK3CAH1047R and insulin treatment. We identified interferon signaling, viral response, and protein targeting pathways that are induced by insulin but dependent on Viperin in PIK3CAH1047R mutant cells. These results suggest that response to insulin signaling is altered in mutated endometriotic epithelial cells.
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Affiliation(s)
- Mike R Wilson
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
| | - Shannon Harkins
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
| | - Jake J Reske
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
| | - Rebecca A Siwicki
- Genomics Core Facility, Van Andel Research Institute, Grand Rapids, MI, 49503, USA
| | - Marie Adams
- Genomics Core Facility, Van Andel Research Institute, Grand Rapids, MI, 49503, USA
| | - Victoria L Bae-Jump
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- Division of Gynecologic Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Jose M Teixeira
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
- Reproductive and Developmental Sciences Program, Michigan State University, East Lansing, MI, 48824, USA
| | - Ronald L Chandler
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA.
- Reproductive and Developmental Sciences Program, Michigan State University, East Lansing, MI, 48824, USA.
- Department for Epigenetics, Van Andel Research Institute, Grand Rapids, MI, 49503, USA.
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12
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Czegle I, Huang C, Soria PG, Purkiss DW, Shields A, Wappler-Guzzetta EA. The Role of Genetic Mutations in Mitochondrial-Driven Cancer Growth in Selected Tumors: Breast and Gynecological Malignancies. Life (Basel) 2023; 13:996. [PMID: 37109525 PMCID: PMC10145875 DOI: 10.3390/life13040996] [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: 12/28/2022] [Revised: 03/15/2023] [Accepted: 03/31/2023] [Indexed: 04/29/2023] Open
Abstract
There is an increasing understanding of the molecular and cytogenetic background of various tumors that helps us better conceptualize the pathogenesis of specific diseases. Additionally, in many cases, these molecular and cytogenetic alterations have diagnostic, prognostic, and/or therapeutic applications that are heavily used in clinical practice. Given that there is always room for improvement in cancer treatments and in cancer patient management, it is important to discover new therapeutic targets for affected individuals. In this review, we discuss mitochondrial changes in breast and gynecological (endometrial and ovarian) cancers. In addition, we review how the frequently altered genes in these diseases (BRCA1/2, HER2, PTEN, PIK3CA, CTNNB1, RAS, CTNNB1, FGFR, TP53, ARID1A, and TERT) affect the mitochondria, highlighting the possible associated individual therapeutic targets. With this approach, drugs targeting mitochondrial glucose or fatty acid metabolism, reactive oxygen species production, mitochondrial biogenesis, mtDNA transcription, mitophagy, or cell death pathways could provide further tailored treatment.
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Affiliation(s)
- Ibolya Czegle
- Department of Internal Medicine and Haematology, Semmelweis University, H-1085 Budapest, Hungary
| | - Chelsea Huang
- Department of Pathology and Laboratory Medicine, Loma Linda University Health, Loma Linda, CA 92354, USA
| | - Priscilla Geraldine Soria
- Department of Pathology and Laboratory Medicine, Loma Linda University Health, Loma Linda, CA 92354, USA
| | - Dylan Wesley Purkiss
- Department of Pathology and Laboratory Medicine, Loma Linda University Health, Loma Linda, CA 92354, USA
| | - Andrea Shields
- Department of Pathology and Laboratory Medicine, Loma Linda University Health, Loma Linda, CA 92354, USA
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13
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Salutari V, Ghizzoni V, Carbone MV, Giudice E, Cappuccio S, Fanfani F, Scambia G, Lorusso D. Genome tumor profiling in endometrial cancer and clinical relevance in endometrial cancer management: a retrospective single-center experience. Int J Gynecol Cancer 2023; 33:514-520. [PMID: 36746489 DOI: 10.1136/ijgc-2022-003997] [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] [Indexed: 02/08/2023] Open
Abstract
OBJECTIVE Next-generation sequencing (NGS) analysis has become an essential tool for endometrial carcinoma management. Moreover, molecular-driven therapies play an increasingly remarkable role in the era of precision oncology. This study aims to determine the clinical relevance of NGS testing in endometrial carcinoma management by analyzing the clinical benefit of NGS-driven targeted therapies. METHODS A single-center retrospective study was conducted on 25 endometrial carcinoma patients who underwent Foundation Medicine CDx assay at Fondazione Policlinico Universitario Agostino Gemelli, IRCCS (Rome, Italy). Tumor samples were analyzed by Foundation One CDx. A descriptive analysis of tumor genome profiles was performed. Assessment of clinical benefit according to RECIST 1.1 criteria was analyzed for patients who received a tailored treatment according to actionable targets identified by NGS testing. RESULTS Out of 25 endometrial carcinoma patients, 11 received targeted therapy. One patient was excluded from the clinical benefit assessment because of COVID-19-related death 1 month after starting the treatment. Eight of the remaining 10 patients benefited from targeted therapies, with an overall clinical benefit rate of 80%. A targeted agent belonging to the PI3K pathway was given to seven patients, with evidence of three partial responses (42.9%), three stable diseases (42.9%), and one progressive disease (14.2%) according to RECIST 1.1 criteria. One complete response (33.3%), one stable disease (33.3%), and one progressive disease (33.3%) were observed in the three patients treated with poly(ADP-ribose) polymerase (PARP) inhibitors according to their homologous recombination deficiency (HRD) status. CONCLUSION This study highlights the importance of characterizing the mutation profile of patient tumors through NGS. Our findings suggest a clinical benefit of using NGS-driven targeted therapies in endometrial carcinoma patients. However, this personalized approach could benefit the health system in terms of cost-effectiveness by reducing the costs of inappropriate, ineffective, and often expensive treatments.
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Affiliation(s)
- Vanda Salutari
- Department of Woman, Child and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Viola Ghizzoni
- Department of Woman, Child and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Maria Vittoria Carbone
- Department of Woman, Child and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Elena Giudice
- Institute of Obstetrics and Gynecology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Serena Cappuccio
- Department of Woman, Child and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Francesco Fanfani
- Department of Woman, Child and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Institute of Obstetrics and Gynecology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Giovanni Scambia
- Department of Woman, Child and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Institute of Obstetrics and Gynecology, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Domenica Lorusso
- Department of Woman, Child and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Institute of Obstetrics and Gynecology, Università Cattolica del Sacro Cuore, Rome, Italy
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14
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Vaicekauskaitė I, Dabkevičienė D, Šimienė J, Žilovič D, Čiurlienė R, Jarmalaitė S, Sabaliauskaitė R. ARID1A, NOTCH and WNT Signature in Gynaecological Tumours. Int J Mol Sci 2023; 24:ijms24065854. [PMID: 36982928 PMCID: PMC10057440 DOI: 10.3390/ijms24065854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 03/03/2023] [Accepted: 03/17/2023] [Indexed: 03/30/2023] Open
Abstract
Ovarian cancer (OC) is among the deadliest gynaecologic malignancies in the world. The majority of OC patients are diagnosed at an advanced stage, with high-grade serous OC (HGSOC). The lack of specific symptoms and suitable screening strategies lead to short progression-free survival times in HGSOC patients. The chromatin-remodelling, WNT and NOTCH pathways are some of the most dysregulated in OC; thus their gene mutations and expression profile could serve as diagnostic or prognostic OC biomarkers. Our pilot study investigated mRNA expression of the SWI/SNF chromatin-remodelling complex gene ARID1A, NOTCH receptors, WNT pathway genes CTNNB1 and FBXW7 mRNA expression in two OC cell cultures as well as 51 gynaecologic tumour tissues. A four-gene panel consisting of ARID1A, CTNNB1, FBXW7 and PPP2R1A was used to investigate mutations in gynaecologic tumour tissue. All seven analysed genes were found to be significantly downregulated in OC when compared with non-malignant gynaecologic tumour tissues. NOTCH3 was also downregulated in SKOV3 cells when compared to A2780. Fifteen mutations were found in 25.5% (13/51) of the tissue samples. ARID1A predicted mutations were the most prevalent with alterations detected in 19% (6/32) HGSOC and 67% (6/9) of other OC cases. Thus, ARID1A and NOTCH/WNT-pathway-related changes could be useful diagnostic biomarkers in OC.
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Affiliation(s)
- Ieva Vaicekauskaitė
- National Cancer Institute, LT-08660 Vilnius, Lithuania
- Institute of Biosciences, Life Sciences Center, Vilnius University, LT-08412 Vilnius, Lithuania
| | - Daiva Dabkevičienė
- National Cancer Institute, LT-08660 Vilnius, Lithuania
- Institute of Biosciences, Life Sciences Center, Vilnius University, LT-08412 Vilnius, Lithuania
| | - Julija Šimienė
- National Cancer Institute, LT-08660 Vilnius, Lithuania
- Institute of Biosciences, Life Sciences Center, Vilnius University, LT-08412 Vilnius, Lithuania
| | - Diana Žilovič
- National Cancer Institute, LT-08660 Vilnius, Lithuania
- Institute of Biosciences, Life Sciences Center, Vilnius University, LT-08412 Vilnius, Lithuania
| | | | - Sonata Jarmalaitė
- National Cancer Institute, LT-08660 Vilnius, Lithuania
- Institute of Biosciences, Life Sciences Center, Vilnius University, LT-08412 Vilnius, Lithuania
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15
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Development and Experimental Validation of a Novel Prognostic Signature for Gastric Cancer. Cancers (Basel) 2023; 15:cancers15051610. [PMID: 36900401 PMCID: PMC10000504 DOI: 10.3390/cancers15051610] [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: 11/11/2022] [Revised: 01/18/2023] [Accepted: 02/16/2023] [Indexed: 03/08/2023] Open
Abstract
BACKGROUND Gastric cancer is a malignant tumor with high morbidity and mortality. Therefore, the accurate recognition of prognostic molecular markers is the key to improving treatment efficacy and prognosis. METHODS In this study, we developed a stable and robust signature through a series of processes using machine-learning approaches. This PRGS was further experimentally validated in clinical samples and a gastric cancer cell line. RESULTS The PRGS is an independent risk factor for overall survival that performs reliably and has a robust utility. Notably, PRGS proteins promote cancer cell proliferation by regulating the cell cycle. Besides, the high-risk group displayed a lower tumor purity, higher immune cell infiltration, and lower oncogenic mutation than the low-PRGS group. CONCLUSIONS This PRGS could be a powerful and robust tool to improve clinical outcomes for individual gastric cancer patients.
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16
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Asami Y, Kobayashi Kato M, Hiranuma K, Matsuda M, Shimada Y, Ishikawa M, Koyama T, Komatsu M, Hamamoto R, Nagashima M, Terao Y, Itakura A, Kohno T, Sekizawa A, Matsumoto K, Kato T, Shiraishi K, Yoshida H. Utility of molecular subtypes and genetic alterations for evaluating clinical outcomes in 1029 patients with endometrial cancer. Br J Cancer 2023; 128:1582-1591. [PMID: 36797358 PMCID: PMC10070437 DOI: 10.1038/s41416-023-02203-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 02/03/2023] [Accepted: 02/06/2023] [Indexed: 02/18/2023] Open
Abstract
BACKGROUND We investigated the utility of a molecular classifier tool and genetic alterations for predicting prognosis in Japanese patients with endometrial cancer. METHODS A total of 1029 patients with endometrial cancer from two independent cohorts were classified into four molecular subtype groups. The primary and secondary endpoints were relapse-free survival (RFS) and overall survival (OS), respectively. RESULTS Among the 265 patients who underwent initial surgery, classified according to immunohistochemistry, patients with DNA polymerase epsilon exonuclease domain mutation had an excellent prognosis (RFS and OS), patients with no specific molecular profile (NSMP) and mismatch repair protein deficiency had an intermediate prognosis, and those with protein 53 abnormal expression (p53abn) had the worst prognosis (P < 0.001). In the NSMP group, mutant KRAS and wild-type ARID1A were associated with significantly poorer 5-year RFS (41.2%) than other genomic characteristics (P < 0.001). The distribution of the subtypes differed significantly between patients with recurrence/progression and classified by sequencing (n = 764) and patients who underwent initial surgery (P < 0.001). Among patients with recurrence/progression, 51.4% had the opportunity to receive molecular targeted therapy. CONCLUSIONS A molecular classifier is a useful tool for determining prognosis and eligibility for molecularly targeted therapy in patients with endometrial cancer.
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Affiliation(s)
- Yuka Asami
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, 104-0045, Japan.,Department of Obstetrics and Gynecology, Showa University School of Medicine, Tokyo, 142-8555, Japan
| | - Mayumi Kobayashi Kato
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, 104-0045, Japan.,Department of Gynecology, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Kengo Hiranuma
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, 104-0045, Japan.,Department of Obstetrics and Gynecology, Juntendo University Faculty of Medicine, Tokyo, 113-8421, Japan
| | - Maiko Matsuda
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, 104-0045, Japan
| | - Yoko Shimada
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, 104-0045, Japan
| | - Mitsuya Ishikawa
- Department of Gynecology, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Takafumi Koyama
- Department of Experimental Therapeutics, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Masaaki Komatsu
- Division of Medical AI Research and Development, National Cancer Center Research Institute, Tokyo, 104-0045, Japan.,Cancer Translational Research Team, RIKEN Center for Advanced Intelligence Project, Tokyo, 103-0027, Japan
| | - Ryuji Hamamoto
- Division of Medical AI Research and Development, National Cancer Center Research Institute, Tokyo, 104-0045, Japan.,Cancer Translational Research Team, RIKEN Center for Advanced Intelligence Project, Tokyo, 103-0027, Japan
| | - Minoru Nagashima
- Department of Obstetrics and Gynecology, Showa University School of Medicine, Tokyo, 142-8555, Japan
| | - Yasuhisa Terao
- Department of Obstetrics and Gynecology, Juntendo University Faculty of Medicine, Tokyo, 113-8421, Japan
| | - Atsuo Itakura
- Department of Obstetrics and Gynecology, Juntendo University Faculty of Medicine, Tokyo, 113-8421, Japan
| | - Takashi Kohno
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, 104-0045, Japan
| | - Akihiko Sekizawa
- Department of Obstetrics and Gynecology, Showa University School of Medicine, Tokyo, 142-8555, Japan
| | - Koji Matsumoto
- Department of Obstetrics and Gynecology, Showa University School of Medicine, Tokyo, 142-8555, Japan
| | - Tomoyasu Kato
- Department of Gynecology, National Cancer Center Hospital, Tokyo, 104-0045, Japan
| | - Kouya Shiraishi
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, 104-0045, Japan.
| | - Hiroshi Yoshida
- Department of Diagnostic Pathology, National Cancer Center Hospital, 104-0045, Tokyo, Japan.
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17
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Jia B, Xia P, Dong J, Feng W, Wang W, Liu E, Jiang G, Qin Y. Genetic testing and prognosis of sarcomatoid hepatocellular carcinoma patients. Front Oncol 2023; 12:1086908. [PMID: 36741696 PMCID: PMC9891294 DOI: 10.3389/fonc.2022.1086908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 12/20/2022] [Indexed: 01/19/2023] Open
Abstract
Background Sarcomatoid hepatocellular carcinoma (SHC) is a rare epithelial malignancy with high invasiveness and poor prognosis. However, the molecular characteristics and main driver genes for SHC have not been determined. The aim of this study is to explore the potentially actionable mutations of driver genes, which may provide more therapeutic options for SHC. Methods In this study, DNA extraction and library preparation were performed using tumor tissues from 28 SHC patients. Then we used Miseq platform (Illumina) to sequence the target-enriched library, and we aligned and processed the sequencing data. The gene groups were tested for SNVs/Indels/CNVs. Tumor mutation burden (TMB) was assessed by the 425-cancer-relevant gene panel. Multivariate analysis of COX's model was used for survival analysis (OS) of patients' clinical characteristics. Result The median overall survival (OS) of the patients was only 4.4 months. TP53, TERT, and KRAS were the top three frequently mutated genes, with frequencies of 89.3%, 64.3%, and 21.4%, respectively. A considerable number of patients carried mutations in genes involved in the TP53 pathway (96%) and DNA Damage Repair (DDR) pathway (21%). Multiple potentially actionable mutations, such as NTRK1 fusions and BRCA1/2 mutations, were identified in SHCs. Conclusions This study shows a landscape of gene mutations in SHC. SHC has high mutation rates in TP53 pathway and DDR pathway. The potentially actionable mutations of driver genes may provide more therapeutic options for SHC. Survival analysis found that age, smoking, drinking, and tumor diameter may be independent prognostic predictors of SHC.
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Affiliation(s)
- Bin Jia
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Peiyi Xia
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Junqiang Dong
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Wenhao Feng
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Wenjia Wang
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Enjie Liu
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Guozhong Jiang
- Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China,*Correspondence: Guozhong Jiang, ; Yanru Qin,
| | - Yanru Qin
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China,*Correspondence: Guozhong Jiang, ; Yanru Qin,
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18
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Vinceti A, Trastulla L, Perron U, Raiconi A, Iorio F. A heuristic algorithm solving the mutual-exclusivity-sorting problem. Bioinformatics 2023; 39:btad016. [PMID: 36669133 PMCID: PMC9857977 DOI: 10.1093/bioinformatics/btad016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 11/14/2022] [Accepted: 01/11/2023] [Indexed: 01/13/2023] Open
Abstract
MOTIVATION Binary (or Boolean) matrices provide a common effective data representation adopted in several domains of computational biology, especially for investigating cancer and other human diseases. For instance, they are used to summarize genetic aberrations-copy number alterations or mutations-observed in cancer patient cohorts, effectively highlighting combinatorial relations among them. One of these is the tendency for two or more genes not to be co-mutated in the same sample or patient, i.e. a mutual-exclusivity trend. Exploiting this principle has allowed identifying new cancer driver protein-interaction networks and has been proposed to design effective combinatorial anti-cancer therapies rationally. Several tools exist to identify and statistically assess mutual-exclusive cancer-driver genomic events. However, these tools need to be equipped with robust/efficient methods to sort rows and columns of a binary matrix to visually highlight possible mutual-exclusivity trends. RESULTS Here, we formalize the mutual-exclusivity-sorting problem and present MutExMatSorting: an R package implementing a computationally efficient algorithm able to sort rows and columns of a binary matrix to highlight mutual-exclusivity patterns. Particularly, our algorithm minimizes the extent of collective vertical overlap between consecutive non-zero entries across rows while maximizing the number of adjacent non-zero entries in the same row. Here, we demonstrate that existing tools for mutual-exclusivity analysis are suboptimal according to these criteria and are outperformed by MutExMatSorting. AVAILABILITY AND IMPLEMENTATION https://github.com/AleVin1995/MutExMatSorting. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Alessandro Vinceti
- Computational Biology Research Centre, Human Technopole, 20157 Milano, Italy
| | - Lucia Trastulla
- Computational Biology Research Centre, Human Technopole, 20157 Milano, Italy
| | - Umberto Perron
- Computational Biology Research Centre, Human Technopole, 20157 Milano, Italy
| | - Andrea Raiconi
- Institute for Applied Mathematics “Mauro Picone”, National Research Council (IAC-CNR), 80131 Napoli, Italy
| | - Francesco Iorio
- Computational Biology Research Centre, Human Technopole, 20157 Milano, Italy
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19
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Wilson MR, Skalski H, Reske JJ, Wegener M, Adams M, Hostetter G, Hoffmann HM, Bernard JJ, Bae-Jump VL, Teixeira JM, Chandler RL. Obesity alters the mouse endometrial transcriptome in a cell context-dependent manner. Reprod Biol Endocrinol 2022; 20:163. [PMID: 36424602 PMCID: PMC9686036 DOI: 10.1186/s12958-022-01030-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 11/02/2022] [Indexed: 11/25/2022] Open
Abstract
Obesity impacts fertility and is positively correlated with endometrial hyperplasia and endometrial cancer occurrence. Endometrial epithelia often harbor disease driver-mutations, while endometrial stroma are highly regulative of neighboring epithelia. Here, we sought to determine distinct transcriptome changes occurring in individual cell types in the obese mouse uterus. Outbred CD-1 mice were fed high-fat or control diets for 18 weeks, estrous cycle staged, and endometrial epithelia, macrophages, and stroma isolated for transcriptomic analysis. High-fat diet mice displayed increased body mass and developed glucose intolerance, hyperinsulinemia, and fatty liver. Obese mouse epithelia displayed differential gene expression for genes related to innate immunity and leukocyte chemotaxis. The obese mouse stroma differentially expressed factors related to circadian rhythm, and expression of these genes correlated with glucose tolerance or body mass. We observed correlations between F4/80 + macrophage numbers, Cleaved Caspase 3 (CC3) apoptosis marker staining and glucose intolerance among obese mice, including a subgroup of obese mice with high CC3 + luminal epithelia. This subgroup displayed differential gene expression among all cell types, with pathways related to immune escape in epithelia and macrophages, while the stroma dysregulated pathways related to regulation of epithelia. These results suggest an important role for differential response of both the epithelia and stroma in their response to obesity, while macrophages are dysregulated in the context of apoptotic epithelia. The obesity-related gene expression programs in cells within the uterine microenvironment may influence the ability of the endometrium to function during pregnancy and influence disease pathogenesis.
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Affiliation(s)
- Mike R Wilson
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
| | - Hilary Skalski
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
| | - Jake J Reske
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
| | - Marc Wegener
- Genomics Core Facility, Van Andel Research Institute, Grand Rapids, MI, 49503, USA
| | - Marie Adams
- Genomics Core Facility, Van Andel Research Institute, Grand Rapids, MI, 49503, USA
| | - Galen Hostetter
- Pathology and Biorepository Core, Van Andel Research Institute, Grand Rapids, MI, 49503, USA
| | - Hanne M Hoffmann
- Reproductive and Developmental Sciences Program, Michigan State University, East Lansing, MI, 48824, USA
- Department of Animal Science, Michigan State University, East Lansing, MI, USA
| | - Jamie J Bernard
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, MI, 48824, USA
- Division of Dermatology, Department of Medicine, Michigan State University, East Lansing, MI, USA
| | - Victoria L Bae-Jump
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- Division of Gynecologic Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Jose M Teixeira
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
- Reproductive and Developmental Sciences Program, Michigan State University, East Lansing, MI, 48824, USA
| | - Ronald L Chandler
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA.
- Reproductive and Developmental Sciences Program, Michigan State University, East Lansing, MI, 48824, USA.
- Department of Epigenetics, Van Andel Research Institute, Grand Rapids, MI, 49503, USA.
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20
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Wilson MR, Reske JJ, Chandler RL. AP-1 Subunit JUNB Promotes Invasive Phenotypes in Endometriosis. Reprod Sci 2022; 29:3266-3277. [PMID: 35616875 PMCID: PMC9669088 DOI: 10.1007/s43032-022-00974-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 05/15/2022] [Indexed: 01/06/2023]
Abstract
Endometriosis is a disease defined by the presence of abnormal endometrium at ectopic sites, causing pain and infertility in 10% of women. Mutations in the chromatin remodeling protein ARID1A (AT-rich interactive domain-containing protein 1A) have been identified in endometriosis, particularly in the more severe deep infiltrating endometriosis and ovarian endometrioma subtypes. ARID1A has been shown to regulate chromatin at binding sites of the Activator Protein 1 (AP-1) transcription factor, and AP-1 expression has been shown in multiple endometriosis models. Here, we describe a role for AP-1 subunit JUNB in promoting invasive phenotypes in endometriosis. Through a series of knockdown experiments in the 12Z endometriosis cell line, we show that JUNB expression in endometriosis promotes the expression of epithelial-to-mesenchymal transition genes co-regulated by ARID1A including transcription factors SNAI1 and SNAI2, cell adhesion molecules ICAM1 and VCAM1, and extracellular matrix remodelers LOX and LOXL2. In highly invasive ARID1A-deficient endometriotic cells, co-knockdown of JUNB is sufficient to suppress invasion. These results suggest that AP-1 plays an important role in the progression of invasive endometriosis, and that therapeutic inhibition of AP-1 could prevent the occurrence of deep infiltrating endometriosis.
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Affiliation(s)
- Mike R Wilson
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
| | - Jake J Reske
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
| | - Ronald L Chandler
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA.
- Department of Epigenetics, Van Andel Research Institute, Grand Rapids, MI, 49503, USA.
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21
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Zhang W, Yuan Y, Huang G, Xiao J. Potential Molecular Mechanism of Guishen Huoxue Decoction against Intrauterine Adhesion Based on Network Pharmacology. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE : ECAM 2022; 2022:4049147. [PMID: 36193142 PMCID: PMC9525774 DOI: 10.1155/2022/4049147] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 08/31/2022] [Accepted: 09/06/2022] [Indexed: 11/18/2022]
Abstract
Objective Intrauterine adhesion (IUA) represents an endometrial repair disorder that is associated with menstrual disorders, recurrent pregnancy loss, and infertility. This study aimed to explore the underlying biological mechanisms of Guishen Huoxue decoction for the treatment of IUA based on network pharmacology. Methods The selection of active compounds for Guishen Huoxue decoction and prediction of relevant targets were performed by the TCMSP and Swiss Target Prediction databases, respectively. The targets of IUA were obtained by three databases, including Online Mendelian Inheritance in Man (OMIM), DisGeNET, and GeneCards. The drug-disease regulatory network was constructed via Cytoscape software, following the acquisition of common genes of active compounds of drug Guishen Huoxue decoction and disease IUA, which was carried out through Venny software. Protein-protein interaction (PPI) network and function enrichment analyses were performed. Results According to the data obtained from TCMSP, a total of 200 potential active compounds of Guishen Huoxue decoction and their related targets (1068) were screened by the Swiss Target Prediction database. 1303 disease targets and 134 common targets were identified. The drug-disease regulatory network showed that 165 active compounds were found to be involved in the treatment of IUA. Among 134 common targets, AKT1, SRC, TP53, VEGFA, and IL-6 were predicted as core genes against IUA. PI3K-Akt, Rap1, Ras, and AGE-RAGE were the main signaling pathways that participated in the treatment of Guishen Huoxue decoction for IUA. Conclusion The active compounds of Guishen Huoxue decoction confer therapeutic effects against IUA by regulating fibrosis, inflammation, and oxidative stress through major signaling pathways such as PI3K-Akt and AGE-RAGE.
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Affiliation(s)
- Wenyan Zhang
- Department of Gynaecology, The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Gynaecology, Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Yuan Yuan
- Department of Gynaecology, Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Guangrong Huang
- Department of Gynaecology, Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Jing Xiao
- Department of Gynaecology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
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22
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Chang T, Yang L, Wang X, Lu Y, Yang L, Yang C, Cai X, Li J, Zeng J. A
CD8
+ T cell‐related genes prognostic model for hepatocellular carcinoma patients. Scand J Immunol 2022. [DOI: 10.1111/sji.13216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Tanjie Chang
- Departments of Medical Oncology The First Affiliated Hospital of Hainan Medical University Haikou China
| | - Liangxia Yang
- Departments of Medical Oncology The First Affiliated Hospital of Hainan Medical University Haikou China
| | - Xiaojing Wang
- Anesthesia Resuscitation Room The First Affiliated Hospital of Hainan Medical University Haikou China
| | - Yanda Lu
- Departments of Medical Oncology The First Affiliated Hospital of Hainan Medical University Haikou China
| | - Lu Yang
- Departments of Medical Oncology The First Affiliated Hospital of Hainan Medical University Haikou China
| | - Changcheng Yang
- Departments of Medical Oncology The First Affiliated Hospital of Hainan Medical University Haikou China
| | - Xingrui Cai
- Departments of Medical Oncology The First Affiliated Hospital of Hainan Medical University Haikou China
| | - Jingquan Li
- Departments of Medical Oncology The First Affiliated Hospital of Hainan Medical University Haikou China
| | - Jiangzheng Zeng
- Departments of Medical Oncology The First Affiliated Hospital of Hainan Medical University Haikou China
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23
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Mandal J, Mandal P, Wang TL, Shih IM. Treating ARID1A mutated cancers by harnessing synthetic lethality and DNA damage response. J Biomed Sci 2022; 29:71. [PMID: 36123603 PMCID: PMC9484255 DOI: 10.1186/s12929-022-00856-5] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 09/13/2022] [Indexed: 11/10/2022] Open
Abstract
Chromatin remodeling is an essential cellular process for organizing chromatin structure into either open or close configuration at specific chromatin locations by orchestrating and modifying histone complexes. This task is responsible for fundamental cell physiology including transcription, DNA replication, methylation, and damage repair. Aberrations in this activity have emerged as epigenomic mechanisms in cancer development that increase tumor clonal fitness and adaptability amidst various selection pressures. Inactivating mutations in AT-rich interaction domain 1A (ARID1A), a gene encoding a large nuclear protein member belonging to the SWI/SNF chromatin remodeling complex, result in its loss of expression. ARID1A is the most commonly mutated chromatin remodeler gene, exhibiting the highest mutation frequency in endometrium-related uterine and ovarian carcinomas. As a tumor suppressor gene, ARID1A is essential for regulating cell cycle, facilitating DNA damage repair, and controlling expression of genes that are essential for maintaining cellular differentiation and homeostasis in non-transformed cells. Thus, ARID1A deficiency due to somatic mutations propels tumor progression and dissemination. The recent success of PARP inhibitors in treating homologous recombination DNA repair-deficient tumors has engendered keen interest in developing synthetic lethality-based therapeutic strategies for ARID1A-mutated neoplasms. In this review, we summarize recent advances in understanding the biology of ARID1A in cancer development, with special emphasis on its roles in DNA damage repair. We also discuss strategies to harness synthetic lethal mechanisms for future therapeutics against ARID1A-mutated cancers.
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Affiliation(s)
- Jayaprakash Mandal
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Tian-Li Wang
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Ie-Ming Shih
- Department of Gynecology and Obstetrics, Johns Hopkins University School of Medicine, Baltimore, USA.
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24
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Wang Y, Jin X, Fan Q, Li C, Zhang M, Wang Y, Wu Q, Li J, Liu X, Wang S, Wang Y, Li L, Ling J, Li C, Wang Q, Liu Y. Deciphering the Active Compounds and Mechanisms of HSBDF for Treating ALI via Integrating Chemical Bioinformatics Analysis. Front Pharmacol 2022; 13:879268. [PMID: 35721141 PMCID: PMC9201258 DOI: 10.3389/fphar.2022.879268] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 04/06/2022] [Indexed: 01/08/2023] Open
Abstract
The Huashi Baidu Formula (HSBDF), a key Chinese medical drug, has a remarkable clinical efficacy in treating acute lung injury (ALI), and it has been officially approved by the National Medical Products Administration of China for drug clinical trials. Nevertheless, the regulated mechanisms of HSBDF and its active compounds in plasma against ALI were rarely studied. Based on these considerations, the key anti-inflammatory compounds of HSBDF were screened by molecular docking and binding free energy. The key compounds were further identified in plasma by LC/MS. Network pharmacology was employed to identify the potential regulatory mechanism of the key compounds in plasma. Next, the network pharmacological prediction was validated by a series of experimental assays, including CCK-8, EdU staining, test of TNF-α, IL-6, MDA, and T-SOD, and flow cytometry, to identify active compounds. Molecular dynamic simulation and binding interaction patterns were used to evaluate the stability and affinity between active compounds and target. Finally, the active compounds were subjected to predict pharmacokinetic properties. Molecular docking revealed that HSBDF had potential effects of inhibiting inflammation by acting on IL-6R and TNF-α. Piceatannol, emodin, aloe-emodin, rhein, physcion, luteolin, and quercetin were key compounds that may ameliorate ALI, and among which, there were five compounds (emodin, aloe-emodin, rhein, luteolin, and quercetin) in plasma. Network pharmacology results suggested that five key compounds in plasma likely inhibited ALI by regulating inflammation and oxidative damage. Test performed in vitro suggested that HSBDF (0.03125 mg/ml), quercetin (1.5625 μM), emodin (3.125 μM), and rhein (1.5625 μM) have anti-inflammatory function against oxidative damage and decrease apoptosis in an inflammatory environment by LPS-stimulation. In addition, active compounds (quercetin, emodin, and rhein) had good development prospects, fine affinity, and stable conformations with the target protein. In summary, this study suggested that HSBDF and its key active components in plasma (quercetin, emodin, and rhein) can decrease levels of pro-inflammatory factors (IL-6 and TNF-α), decrease expression of MDA, increase expression of T-SOD, and decrease cell apoptosis in an inflammatory environment. These data suggest that HSBDF has significant effect on anti-inflammation and anti-oxidative stress and also can decrease cell apoptosis in treating ALI. These findings provided an important strategy for developing new agents and facilitated clinical use of HSBDF against ALI.
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Affiliation(s)
- Yanru Wang
- Gansu University Key Laboratory for Molecular Medicine and Chinese Medicine Prevention and Treatment of Major Diseases, Gansu University of Chinese Medicine, Lanzhou, China
| | - Xiaojie Jin
- Gansu University Key Laboratory for Molecular Medicine and Chinese Medicine Prevention and Treatment of Major Diseases, Gansu University of Chinese Medicine, Lanzhou, China.,College of Pharmacy, Gansu University of Chinese Medicine, Lanzhou, China
| | - Qin Fan
- Gansu University of Chinese Medicine, Lanzhou, China
| | - Chenghao Li
- Gansu University Key Laboratory for Molecular Medicine and Chinese Medicine Prevention and Treatment of Major Diseases, Gansu University of Chinese Medicine, Lanzhou, China
| | - Min Zhang
- College of Pharmacy, Gansu University of Chinese Medicine, Lanzhou, China
| | - Yongfeng Wang
- Gansu University of Chinese Medicine, Lanzhou, China
| | - Qingfeng Wu
- Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, China
| | - Jiawei Li
- Gansu University Key Laboratory for Molecular Medicine and Chinese Medicine Prevention and Treatment of Major Diseases, Gansu University of Chinese Medicine, Lanzhou, China
| | - Xiuzhu Liu
- Gansu University Key Laboratory for Molecular Medicine and Chinese Medicine Prevention and Treatment of Major Diseases, Gansu University of Chinese Medicine, Lanzhou, China
| | - Siyu Wang
- Gansu University Key Laboratory for Molecular Medicine and Chinese Medicine Prevention and Treatment of Major Diseases, Gansu University of Chinese Medicine, Lanzhou, China
| | - Yu Wang
- College of Pharmacy, Gansu University of Chinese Medicine, Lanzhou, China
| | - Ling Li
- Gansu University Key Laboratory for Molecular Medicine and Chinese Medicine Prevention and Treatment of Major Diseases, Gansu University of Chinese Medicine, Lanzhou, China
| | - Jia Ling
- College of Pharmacy, Gansu University of Chinese Medicine, Lanzhou, China
| | - Chaoxin Li
- College of Pharmacy, Gansu University of Chinese Medicine, Lanzhou, China
| | - Qianqian Wang
- Chronic Disease Research Center, Medical College, Dalian University, Dalian, China
| | - Yongqi Liu
- Gansu University Key Laboratory for Molecular Medicine and Chinese Medicine Prevention and Treatment of Major Diseases, Gansu University of Chinese Medicine, Lanzhou, China.,Key Laboratory of Dunhuang Medical and Transformation, Ministry of Education of The People's Republic of China, Lanzhou, China
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25
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Conde M, Frew IJ. Therapeutic significance of ARID1A mutation in bladder cancer. Neoplasia 2022; 31:100814. [PMID: 35750014 PMCID: PMC9234250 DOI: 10.1016/j.neo.2022.100814] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 06/08/2022] [Indexed: 11/23/2022] Open
Abstract
Bladder cancer (BC) develops from the tissues of the urinary bladder and is responsible for nearly 200,000 deaths annually. This review aims to integrate knowledge of recently discovered functions of the chromatin remodelling tumour suppressor protein ARID1A in bladder urothelial carcinoma with a focus on highlighting potential new avenues for the development of personalised therapies for ARID1A mutant bladder tumours. ARID1A is a component of the SWI/SNF chromatin remodelling complex and functions to control many important biological processes such as transcriptional regulation, DNA damage repair (DDR), cell cycle control, regulation of the tumour microenvironment and anti-cancer immunity. ARID1A mutation is emerging as a truncal driver mutation that underlies the development of a sub-set of urothelial carcinomas, in cooperation with other driver mutations, to cause dysregulation of a number of key cellular processes. These processes represent tumour drivers but also represent potentially attractive therapeutic targets.
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Affiliation(s)
- Marina Conde
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Centre - University of Freiburg, Freiburg, Baden-Württemberg, Germany
| | - Ian J Frew
- Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, Faculty of Medicine, Medical Centre - University of Freiburg, Freiburg, Baden-Württemberg, Germany; German Cancer Consortium (DKTK), Partner Site Freiburg, and German Cancer Research Center (DKFZ), Heidelberg, Baden-Württemberg, Germany; Signalling Research Centre BIOSS, University of Freiburg, Freiburg, Baden-Württemberg, Germany; Comprehensive Cancer Center Freiburg (CCCF), Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Baden-Württemberg, Germany.
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26
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Sahoo SS, Ramanand SG, Gao Y, Abbas A, Kumar A, Cuevas IC, Li HD, Aguilar M, Xing C, Mani RS, Castrillon DH. FOXA2 suppresses endometrial carcinogenesis and epithelial-mesenchymal transition by regulating enhancer activity. J Clin Invest 2022; 132:157574. [PMID: 35703180 PMCID: PMC9197528 DOI: 10.1172/jci157574] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 05/04/2022] [Indexed: 01/23/2023] Open
Abstract
FOXA2 encodes a transcription factor mutated in 10% of endometrial cancers (ECs), with a higher mutation rate in aggressive variants. FOXA2 has essential roles in embryonic and uterine development. However, FOXA2’s role in EC is incompletely understood. Functional investigations using human and mouse EC cell lines revealed that FOXA2 controls endometrial epithelial gene expression programs regulating cell proliferation, adhesion, and endometrial-epithelial transition. In live animals, conditional inactivation of Foxa2 or Pten alone in endometrial epithelium did not result in ECs, but simultaneous inactivation of both genes resulted in lethal ECs with complete penetrance, establishing potent synergism between Foxa2 and PI3K signaling. Studies in tumor-derived cell lines and organoids highlighted additional invasion and cell growth phenotypes associated with malignant transformation and identified key mediators, including Myc and Cdh1. Transcriptome and cistrome analyses revealed that FOXA2 broadly controls gene expression programs through modification of enhancer activity in addition to regulating specific target genes, rationalizing its tumor suppressor functions. By integrating results from our cell lines, organoids, animal models, and patient data, our findings demonstrated that FOXA2 is an endometrial tumor suppressor associated with aggressive disease and with shared commonalities among its roles in endometrial function and carcinogenesis.
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Affiliation(s)
| | | | | | | | - Ashwani Kumar
- Eugene McDermott Center for Human Growth and Development
| | | | | | | | - Chao Xing
- Eugene McDermott Center for Human Growth and Development.,Department of Bioinformatics.,Department of Population and Data Sciences
| | - Ram S Mani
- Department of Pathology.,Harold C. Simmons Comprehensive Cancer Center.,Department of Urology, and
| | - Diego H Castrillon
- Department of Pathology.,Harold C. Simmons Comprehensive Cancer Center.,Department of Obstetrics and Gynecology, UT Southwestern Medical Center, Dallas, Texas, USA
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27
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Marquardt RM, Ahn SH, Reske JJ, Chandler RL, Petroff MG, Kim TH, Jeong JW. Endometrial Epithelial ARID1A Is Required for Uterine Immune Homeostasis during Early Pregnancy. Int J Mol Sci 2022; 23:6067. [PMID: 35682747 PMCID: PMC9181301 DOI: 10.3390/ijms23116067] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/13/2022] [Accepted: 05/24/2022] [Indexed: 12/14/2022] Open
Abstract
A growing body of work suggests epigenetic dysregulation contributes to endometriosis pathophysiology and female infertility. The chromatin remodeling complex subunit AT-rich interaction domain 1A (ARID1A) must be properly expressed to maintain normal uterine function. Endometrial epithelial ARID1A is indispensable for pregnancy establishment in mice through regulation of endometrial gland function; however, ARID1A expression is decreased in infertile women with endometriosis. We hypothesized that ARID1A performs critical operations in the endometrial epithelium necessary for fertility besides maintaining gland function. To identify alterations in uterine gene expression resulting from loss of epithelial ARID1A, we performed RNA-sequencing analysis on pre-implantation uteri from LtfiCre/+Arid1af/f and control mice. Differential expression analysis identified 4181 differentially expressed genes enriched for immune-related ingenuity canonical pathways including agranulocyte adhesion and diapedesis and natural killer cell signaling. RT-qPCR confirmed an increase in pro-inflammatory cytokine and macrophage-related gene expression but a decrease in natural killer cell signaling. Immunostaining confirmed a uterus-specific increase in macrophage infiltration. Flow cytometry delineated an increase in inflammatory macrophages and a decrease in uterine dendritic cells in LtfiCre/+Arid1af/f uteri. These findings demonstrate a role for endometrial epithelial ARID1A in suppressing inflammation and maintaining uterine immune homeostasis, which are required for successful pregnancy and gynecological health.
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Affiliation(s)
- Ryan M. Marquardt
- Department of Obstetrics, Gynecology and Reproductive Biology, Michigan State University, Grand Rapids, MI 49503, USA; (R.M.M.); (J.J.R.); (R.L.C.); (T.H.K.)
- Cell and Molecular Biology Program, College of Natural Science, Michigan State University, East Lansing, MI 48824, USA;
| | - Soo Hyun Ahn
- Department of Pathobiology and Diagnostic Investigation, College of Veterinary Medicine, Michigan State University, East Lansing, MI 48824, USA;
| | - Jake J. Reske
- Department of Obstetrics, Gynecology and Reproductive Biology, Michigan State University, Grand Rapids, MI 49503, USA; (R.M.M.); (J.J.R.); (R.L.C.); (T.H.K.)
| | - Ronald L. Chandler
- Department of Obstetrics, Gynecology and Reproductive Biology, Michigan State University, Grand Rapids, MI 49503, USA; (R.M.M.); (J.J.R.); (R.L.C.); (T.H.K.)
| | - Margaret G. Petroff
- Cell and Molecular Biology Program, College of Natural Science, Michigan State University, East Lansing, MI 48824, USA;
- Department of Pathobiology and Diagnostic Investigation, College of Veterinary Medicine, Michigan State University, East Lansing, MI 48824, USA;
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, MI 48824, USA
| | - Tae Hoon Kim
- Department of Obstetrics, Gynecology and Reproductive Biology, Michigan State University, Grand Rapids, MI 49503, USA; (R.M.M.); (J.J.R.); (R.L.C.); (T.H.K.)
| | - Jae-Wook Jeong
- Department of Obstetrics, Gynecology and Reproductive Biology, Michigan State University, Grand Rapids, MI 49503, USA; (R.M.M.); (J.J.R.); (R.L.C.); (T.H.K.)
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28
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Yin C, Kulasekaran M, Roy T, Decker B, Alexander S, Margolis M, Jha RC, Kupfer GM, He AR. Homologous Recombination Repair in Biliary Tract Cancers: A Prime Target for PARP Inhibition? Cancers (Basel) 2022; 14:2561. [PMID: 35626165 PMCID: PMC9140037 DOI: 10.3390/cancers14102561] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/10/2022] [Accepted: 05/14/2022] [Indexed: 01/27/2023] Open
Abstract
Biliary tract cancers (BTCs) are a heterogeneous group of malignancies that make up ~7% of all gastrointestinal tumors. It is notably aggressive and difficult to treat; in fact, >70% of patients with BTC are diagnosed at an advanced, unresectable stage and are not amenable to curative therapy. For these patients, chemotherapy has been the mainstay treatment, providing an inadequate overall survival of less than one year. Despite the boom in targeted therapies over the past decade, only a few targeted agents have been approved in BTCs (i.e., IDH1 and FGFR inhibitors), perhaps in part due to its relatively low incidence. This review will explore current data on PARP inhibitors (PARPi) used in homologous recombination deficiency (HRD), particularly with respect to BTCs. Greater than 28% of BTC cases harbor mutations in genes involved in homologous recombination repair (HRR). We will summarize the mechanisms for PARPi and its role in synthetic lethality and describe select genes in the HRR pathway contributing to HRD. We will provide our rationale for expanding patient eligibility for PARPi use based on literature and anecdotal evidence pertaining to mutations in HRR genes, such as RAD51C, and the potential use of reliable surrogate markers of HRD.
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Affiliation(s)
- Chao Yin
- Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20007, USA; (C.Y.); (M.K.); (T.R.)
| | - Monika Kulasekaran
- Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20007, USA; (C.Y.); (M.K.); (T.R.)
| | - Tina Roy
- Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20007, USA; (C.Y.); (M.K.); (T.R.)
| | - Brennan Decker
- Foundation Medicine, Cambridge, MA 20007, USA; (B.D.); (S.A.); (M.M.)
| | - Sonja Alexander
- Foundation Medicine, Cambridge, MA 20007, USA; (B.D.); (S.A.); (M.M.)
| | - Mathew Margolis
- Foundation Medicine, Cambridge, MA 20007, USA; (B.D.); (S.A.); (M.M.)
| | - Reena C. Jha
- Department of Radiology, Georgetown University Medical Center, Washington, DC 20007, USA;
| | - Gary M. Kupfer
- Departments of Oncology and Pediatrics, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20007, USA;
| | - Aiwu R. He
- Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20007, USA; (C.Y.); (M.K.); (T.R.)
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Wilson MR, Reske JJ, Koeman J, Adams M, Joshi NR, Fazleabas AT, Chandler RL. SWI/SNF Antagonism of PRC2 Mediates Estrogen-Induced Progesterone Receptor Expression. Cells 2022; 11:1000. [PMID: 35326450 PMCID: PMC8946988 DOI: 10.3390/cells11061000] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 03/08/2022] [Accepted: 03/12/2022] [Indexed: 12/11/2022] Open
Abstract
Endometrial cancer (EC) is characterized by high estrogen levels unopposed by progesterone. Treatment with progestins is standard for early EC, but the response to progestins is dependent on progesterone receptor (PGR) expression. Here, we show that the expression of PGR in endometrial epithelial cells is dependent on ARID1A, a DNA-binding subunit of the SWI/SNF chromatin-remodeling complex that is commonly mutated in EC. In endometrial epithelial cells with estrogen receptor overexpression, we find that ARID1A promotes estrogen signaling and regulates common gene expression programs. Normally, endometrial epithelial cells expressing estrogen receptors respond to estrogen by upregulating the PGR. However, when ARID1A expression is lost, upregulation of PGR expression is significantly reduced. This phenomenon can also occur following the loss of the SWI/SNF subunit BRG1, suggesting a role for ARID1A- and BRG1-containing complexes in PGR regulation. We find that PGR is regulated by a bivalent promoter, which harbors both H3K4me3 and H3K27me3 histone tail modifications. H3K27me3 is deposited by EZH2, and inhibition of EZH2 in the context of ARID1A loss results in restoration of estrogen-induced PGR expression. Our results suggest a role for ARID1A deficiency in the loss of PGR in late-stage EC and a therapeutic utility for EZH2 inhibitors in this disease.
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Affiliation(s)
- Mike R. Wilson
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI 49503, USA; (M.R.W.); (J.J.R.); (N.R.J.); (A.T.F.)
| | - Jake J. Reske
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI 49503, USA; (M.R.W.); (J.J.R.); (N.R.J.); (A.T.F.)
| | - Julie Koeman
- Genomics Core Facility, Van Andel Research Institute, Grand Rapids, MI 49503, USA; (J.K.); (M.A.)
| | - Marie Adams
- Genomics Core Facility, Van Andel Research Institute, Grand Rapids, MI 49503, USA; (J.K.); (M.A.)
| | - Niraj R. Joshi
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI 49503, USA; (M.R.W.); (J.J.R.); (N.R.J.); (A.T.F.)
| | - Asgerally T. Fazleabas
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI 49503, USA; (M.R.W.); (J.J.R.); (N.R.J.); (A.T.F.)
- Department of Women’s Health, Spectrum Health System, Grand Rapids, MI 49341, USA
| | - Ronald L. Chandler
- Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI 49503, USA; (M.R.W.); (J.J.R.); (N.R.J.); (A.T.F.)
- Department of Women’s Health, Spectrum Health System, Grand Rapids, MI 49341, USA
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, MI 49503, USA
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