1
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Corcoran SR, Phelan JD, Choi J, Shevchenko G, Fenner RE, Yu X, Scheich S, Hsiao T, Morris VM, Papachristou EK, Kishore K, D'Santos CS, Ji Y, Pittaluga S, Wright GW, Urlaub H, Pan KT, Oellerich T, Muppidi J, Hodson DJ, Staudt LM. Molecular Determinants of Sensitivity to Polatuzumab Vedotin in Diffuse Large B-Cell Lymphoma. Cancer Discov 2024; 14:1653-1674. [PMID: 38683128 DOI: 10.1158/2159-8290.cd-23-0802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 03/12/2024] [Accepted: 04/23/2024] [Indexed: 05/01/2024]
Abstract
Polatuzumab vedotin (Pola-V) is an antibody-drug conjugate directed to the CD79B subunit of the B-cell receptor (BCR). When combined with conventional immunochemotherapy, Pola-V improves outcomes in diffuse large B-cell lymphoma (DLBCL). To identify determinants of Pola-V sensitivity, we used CRISPR-Cas9 screening for genes that modulated Pola-V toxicity for lymphomas or the surface expression of its target, CD79B. Our results reveal the striking impact of CD79B glycosylation on Pola-V epitope availability on the lymphoma cell surface and on Pola-V toxicity. Genetic, pharmacological, and enzymatic approaches that remove sialic acid from N-linked glycans enhanced lymphoma killing by Pola-V. Pola-V toxicity was also modulated by KLHL6, an E3 ubiquitin ligase that is recurrently inactivated in germinal center derived lymphomas. We reveal how KLHL6 targets CD79B for degradation in normal and malignant germinal center B cells, thereby determining expression of the surface BCR complex. Our findings suggest precision medicine strategies to optimize Pola-V as a lymphoma therapeutic. Significance: These findings unravel the molecular basis of response heterogeneity to Pola-V and identify approaches that might be deployed therapeutically to enhance the efficacy of CD79B-specific tumor killing. In addition, they reveal a novel post-translational mechanism used by normal and malignant germinal center B cells to regulate expression of the BCR. See related commentary by Leveille, p. 1577 See related article by Meriranta et al.
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Affiliation(s)
- Sean R Corcoran
- Lymphoid Malignancies Branch, National Cancer Institute, NIH, Bethesda, Maryland
- Wellcome MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
- Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts
| | - James D Phelan
- Lymphoid Malignancies Branch, National Cancer Institute, NIH, Bethesda, Maryland
| | - Jaewoo Choi
- Lymphoid Malignancies Branch, National Cancer Institute, NIH, Bethesda, Maryland
| | - Galina Shevchenko
- Wellcome MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
| | - Rachel E Fenner
- Wellcome MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
| | - Xin Yu
- Lymphoid Malignancies Branch, National Cancer Institute, NIH, Bethesda, Maryland
| | - Sebastian Scheich
- Lymphoid Malignancies Branch, National Cancer Institute, NIH, Bethesda, Maryland
| | - Tony Hsiao
- Lymphoid Malignancies Branch, National Cancer Institute, NIH, Bethesda, Maryland
| | - Vivian M Morris
- Lymphoid Malignancies Branch, National Cancer Institute, NIH, Bethesda, Maryland
- Department of Biology, Johns Hopkins University, Baltimore, Maryland
| | | | - Kamal Kishore
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, United Kingdom
| | - Clive S D'Santos
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, United Kingdom
| | - Yanlong Ji
- Max-Planck-Institute for Multidisciplinary Sciences, Göttingen, Germany
| | - Stefania Pittaluga
- Laboratory of Pathology, National Cancer Institute, NIH, Bethesda, Maryland
| | - George W Wright
- Biometrics Research Program, National Cancer Institute, NIH, Bethesda, Maryland
| | - Henning Urlaub
- Max-Planck-Institute for Multidisciplinary Sciences, Göttingen, Germany
| | - Kuan-Ting Pan
- University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Thomas Oellerich
- University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Jagan Muppidi
- Lymphoid Malignancies Branch, National Cancer Institute, NIH, Bethesda, Maryland
| | - Daniel J Hodson
- Wellcome MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
| | - Louis M Staudt
- Lymphoid Malignancies Branch, National Cancer Institute, NIH, Bethesda, Maryland
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2
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Shi ZF, Li KKW, Liu APY, Chung NYF, Wong SC, Chen H, Woo PYM, Chan DTM, Mao Y, Ng HK. The Molecular Landscape of Primary CNS Lymphomas (PCNSLs) in Children and Young Adults. Cancers (Basel) 2024; 16:1740. [PMID: 38730692 PMCID: PMC11083424 DOI: 10.3390/cancers16091740] [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: 04/03/2024] [Revised: 04/26/2024] [Accepted: 04/26/2024] [Indexed: 05/13/2024] Open
Abstract
Pediatric brain tumors are often noted to be different from their adult counterparts in terms of molecular features. Primary CNS lymphomas (PCNSLs) are mostly found in elderly adults and are uncommon in children and teenagers. There has only been scanty information about the molecular features of PCNSLs at a young age. We examined PCNSLs in 34 young patients aged between 7 and 39 years for gene rearrangements of BCl2, BCL6, CCND1, IRF4, IGH, IGL, IGK, and MYC, homozygous deletions (HD) of CDKN2A, and HLA by FISH. Sequencing was performed using WES, panel target sequencing, or Sanger sequencing due to the small amount of available tissues. The median OS was 97.5 months and longer than that for older patients with PCNSLs. Overall, only 14 instances of gene rearrangement were found (5%), and patients with any gene rearrangement were significantly older (p = 0.029). CDKN2A HD was associated with a shorter OS (p < 0.001). Only 10/31 (32%) showed MYD88 mutations, which were not prognostically significant, and only three of them were L265P mutations. CARD11 mutations were found in 8/24 (33%) cases only. Immunophenotypically, the cases were predominantly GCB, in contrast to older adults (61%). In summary, we showed that molecular findings identified in the PCNSLs of the older patients were only sparingly present in pediatric and young adult patients.
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Affiliation(s)
- Zhi-Feng Shi
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, China;
- Hong Kong and Shanghai Brain Consortium (HSBC), Hong Kong, China
| | - Kay Ka-Wai Li
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong, China; (K.K.-W.L.); (N.Y.-F.C.); (S.-C.W.)
| | - Anthony Pak-Yin Liu
- Department of Paediatrics and Adolescent Medicine, The University of Hong Kong, Hong Kong, China
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children’s Hospital, Hong Kong, China
| | - Nellie Yuk-Fei Chung
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong, China; (K.K.-W.L.); (N.Y.-F.C.); (S.-C.W.)
| | - Sze-Ching Wong
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong, China; (K.K.-W.L.); (N.Y.-F.C.); (S.-C.W.)
| | - Hong Chen
- Department of Pathology, Huashan Hospital, Fudan University, Shanghai 200040, China;
| | - Peter Yat-Ming Woo
- Division of Neurosurgery, Department of Surgery, The Chinese University of Hong Kong, Shatin, Hong Kong, China; (P.Y.-M.W.); (D.T.-M.C.)
| | - Danny Tat-Ming Chan
- Division of Neurosurgery, Department of Surgery, The Chinese University of Hong Kong, Shatin, Hong Kong, China; (P.Y.-M.W.); (D.T.-M.C.)
| | - Ying Mao
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, China;
- Hong Kong and Shanghai Brain Consortium (HSBC), Hong Kong, China
| | - Ho-Keung Ng
- Hong Kong and Shanghai Brain Consortium (HSBC), Hong Kong, China
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong, China; (K.K.-W.L.); (N.Y.-F.C.); (S.-C.W.)
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3
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Rodriguez-Pinilla SM, Dojcinov S, Dotlic S, Gibson SE, Hartmann S, Klimkowska M, Sabattini E, Tousseyn TA, de Jong D, Hsi ED. Aggressive B-cell non-Hodgkin lymphomas: a report of the lymphoma workshop of the 20th meeting of the European Association for Haematopathology. Virchows Arch 2024; 484:15-29. [PMID: 37530792 PMCID: PMC10791773 DOI: 10.1007/s00428-023-03579-6] [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: 02/14/2023] [Revised: 05/22/2023] [Accepted: 06/07/2023] [Indexed: 08/03/2023]
Abstract
Aggressive B-cell non-Hodgkin lymphomas are a heterogeneous group of diseases and our concepts are evolving as we learn more about their clinical, pathologic, molecular genetic features. Session IV of the 2020 EAHP Workshop covered aggressive, predominantly high-grade B-cell lymphomas, many that were difficult to classify. In this manuscript, we summarize the features of the submitted cases and highlight differential diagnostic difficulties. We specifically review issues related to high-grade B-cell lymphomas (HGBCLs) with MYC and BCL2 and/or BCL6 rearrangements including TdT expression in these cases, HGBCL, not otherwise specified, large B-cell lymphomas with IRF4 rearrangement, high-grade/large B-cell lymphomas with 11q aberration, Burkitt lymphoma, and pleomorphic mantle cell lymphoma. Since the workshop, the 5th edition of the WHO Classification for Haematolymphoid Tumours (WHO-HAEM5) and International Consensus Classification (ICC) 2022 were published. We endeavor to use the updated terminology.
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Affiliation(s)
| | - Stefan Dojcinov
- Department of Pathology, Morriston Hospital, Swansea Bay University Health Board, Swansea, UK
| | - Snjezana Dotlic
- Department of Pathology and Cytology, University Hospital Centre Zagreb, Zagreb, Croatia
| | - Sarah E Gibson
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Phoenix, AZ, USA
| | - Sylvia Hartmann
- Dr. Senckenberg Institute of Pathology, Goethe University Frankfurt Am Main, Frankfurt Am Main, Germany
| | - Monika Klimkowska
- Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden
| | - Elena Sabattini
- Haematopathology Unit, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Thomas A Tousseyn
- Department of Imaging and Pathology, Translational Cell and Tissue Research Lab, KU Leuven, Leuven, Belgium
| | - Daphne de Jong
- Department of Pathology, Amsterdam UMC, Location VUMC, De Boelelaan 1117, 1081HV, Amsterdam, The Netherlands.
| | - Eric D Hsi
- Department of Pathology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
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Xiao A, Shahmarvand N, Nagy A, Kumar J, Van Ziffle J, Devine P, Huang F, Lezama L, Li P, Ohgami RS. TFG::ALK fusion in ALK positive large B-cell lymphoma: a case report and review of literature. Front Oncol 2023; 13:1174606. [PMID: 37305584 PMCID: PMC10248242 DOI: 10.3389/fonc.2023.1174606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 04/24/2023] [Indexed: 06/13/2023] Open
Abstract
Anaplastic lymphoma kinase (ALK) positive large B-cell lymphoma (ALK+ LBCL) is an aggressive and rare subtype of B-cell lymphoma. Patients typically present with advanced clinical stage disease and do not respond to conventional chemotherapy; the median overall survival is 1.8 years. The genetic landscape of this entity remains poorly understood. Here we report a unique case of ALK+ LBCL harbouring a rare TFG::ALK fusion. Targeted next-generation sequencing showed no significant single nucleotide variants, insertions/deletions, or other structural variants beyond the TFG::ALK fusion; deep deletions of FOXO1, PRKCA, and the MYB locus were also detected. Our case report draws attention to this rare disease, highlights a need for larger genetic profiling studies, and focuses on the pathogenesis and potential therapeutic targets of this aggressive disease. To our knowledge, this is the first report of a TFG::ALK fusion in ALK+ LBCL.
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Affiliation(s)
- Andrew Xiao
- Department of Pathology, University of California San Francisco, San Francisco, CA, United States
| | | | - Alexandra Nagy
- Department of Pathology, University of California San Francisco, San Francisco, CA, United States
| | - Jyoti Kumar
- Department of Pathology, Stanford University, Stanford, CA, United States
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Jessica Van Ziffle
- Department of Pathology, University of California San Francisco, San Francisco, CA, United States
| | - Patrick Devine
- Department of Pathology, University of California San Francisco, San Francisco, CA, United States
| | - Franklin Huang
- Department of Pathology, University of California San Francisco, San Francisco, CA, United States
| | - Lhara Lezama
- Department of Pathology, Kaiser Permanente, Los Angeles, CA, United States
| | - Peng Li
- Department of Pathology, University of Utah and ARUP Laboratories, Salt Lake City, UT, United States
| | - Robert S. Ohgami
- Department of Pathology, University of California San Francisco, San Francisco, CA, United States
- Department of Pathology, University of Utah and ARUP Laboratories, Salt Lake City, UT, United States
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5
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Xavier AC, Suzuki R, Attarbaschi A. Diagnosis and management of rare paediatric Non-Hodgkin lymphoma. Best Pract Res Clin Haematol 2023; 36:101440. [PMID: 36907633 DOI: 10.1016/j.beha.2023.101440] [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: 01/03/2023] [Accepted: 01/09/2023] [Indexed: 01/16/2023]
Abstract
Mature B-cell lymphomas, (B- or T-cell) lymphoblastic lymphomas (LBL), and anaplastic large cell lymphoma (ALCL) correspond to about 90% of all non-Hodgkin lymphoma (NHL) cases occurring in children and adolescents. The remaining 10% encompass a complex group of entities characterized by low/very low incidences, paucity of knowledge in terms of underlying biology in comparison to their adult counterparts, and consequent lack of standardization of care, information on clinical therapeutic efficacy and long-term survival. At the Seventh International Symposium on Childhood, Adolescent and Young Adult NHL, organized on October 20-23, 2022, in New York City, New York, US, we had the opportunity to discuss clinical, pathogenetic, diagnostic, and treatment aspects of certain subtypes of rare B- or T-cell NHL and they will be the topic of this review.
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Affiliation(s)
- Ana C Xavier
- Division of Hematology and Oncology, Department of Pediatrics, University of Alabama at Birmingham, 1600 7(th) Avenue South, Lowder 512 Birmingham, AL, 35233, USA.
| | - Ritsuro Suzuki
- Department of Hematology and Oncology, Shimane University, 89-1 En-ya Cho, Izumo, 693-8501, Japan.
| | - Andishe Attarbaschi
- Department of Pediatric Hematology and Oncology, St. Anna Children's Hospital, Medical University of Vienna, Kinderspitalgasse 6, 1090, Vienna, Austria; St. Anna Children's Cancer Research Institute, Zimmermannplatz 10, 1090, Vienna, Austria.
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6
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Jin Q, Jiang H, Han Y, Li C, Zhang L, Zhang Y, Chai Y, Zeng P, Yue L, Wu C. Frequent Gene Mutations and Their Possible Roles in the Pathogenesis, Treatment and Prognosis of Primary Central Nervous System Lymphoma. World Neurosurg 2023; 170:99-106. [PMID: 36396049 DOI: 10.1016/j.wneu.2022.11.056] [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: 11/10/2022] [Accepted: 11/12/2022] [Indexed: 11/16/2022]
Abstract
Primary central nervous system lymphoma (PCNSL) is a rare extranodal non-Hodgkin lymphoma with poor prognosis. In recent years, the emergence of genetic subtypes of systematic diffuse large B-cell lymphoma has highlighted the importance of molecular genetics, but large-scale research on the molecular genetics of PCNSL is lacking. Herein, we summarize the frequent gene mutations and discuss the possible pathogenesis of PCNSL. Myeloid differentiation primary response gene 88 (MYD88) and CD79B mutations, which cause abnormal activation of noncanonical nuclear factor-κB, are prominent genetic abnormalities in PCNSL. They are considered to play a major role in the pathogenesis of PCNSL. Other genes, such as caspase recruitment domain family member 11 (CARD11), tumor necrosis factor alpha induced protein 3 (TNFAIP3), transducin (β)-like 1 X-linked receptor 1, cyclin dependent kinase inhibitor 2A, PR domain zinc finger protein 1, and proviral insertion in murine malignancies 1, are also frequently mutated. Notably, the pathogenesis of immune insufficiency-associated PCNSL is related to Epstein-Barr virus infection, and its progression may be affected by different signaling pathways. The different mutational patterns in different studies highlight the heterogeneity of PCNSL. However, existing research on the molecular genetics of PCNSL is still limited, and further research into PCNSL is required to clarify the genetic characteristics of PCNSL.
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Affiliation(s)
- Qiqi Jin
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Haoyun Jiang
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Ye Han
- Department of Hematology, Xi'an Central Hospital, Xi'an, China
| | - Cuicui Li
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Litian Zhang
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Yurong Zhang
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Ye Chai
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Pengyun Zeng
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Lingling Yue
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China
| | - Chongyang Wu
- Department of Hematology, Lanzhou University Second Hospital, Lanzhou, China.
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7
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Mo SS, Cleveland J, Rubenstein JL. Primary CNS lymphoma: update on molecular pathogenesis and therapy. Leuk Lymphoma 2023; 64:57-65. [PMID: 36286546 DOI: 10.1080/10428194.2022.2133541] [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: 02/07/2023]
Abstract
Primary central nervous system lymphoma (PCNSL) is a rare and aggressive form of extra-nodal non-Hodgkin lymphoma that as a brain tumor poses a unique set of challenges in diagnosis and management. With the advent of next-generation sequencing, we review updates in the understanding of its molecular and genomic pathogenesis. We also highlight key issues in management, with a focus on emerging technologies and new biological therapies including monoclonal antibodies, IMiDs, BTK inhibitors, PD-1 inhibitors, and CAR-T therapy. Integration of these approaches will likely enhance induction and consolidation strategies to suppress NF-κB activation and the anti-tumor immune response, while minimizing the often noxious effects of genotoxic approaches.
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Affiliation(s)
- Shirley S Mo
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Joseph Cleveland
- Department of Medicine, University of California, San Francisco, CA, USA
| | - James L Rubenstein
- Department of Medicine, University of California, San Francisco, CA, USA.,Hematology/Oncology, University of California, San Francisco, CA, USA.,Department of Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
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Taraschi A, Cimini C, Colosimo A, Ramal-Sanchez M, Valbonetti L, Bernabò N, Barboni B. An interactive analysis of the mouse oviductal miRNA profiles. Front Cell Dev Biol 2022; 10:1015360. [PMID: 36340025 PMCID: PMC9627480 DOI: 10.3389/fcell.2022.1015360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 10/06/2022] [Indexed: 11/15/2022] Open
Abstract
MicroRNAs are small non-coding molecules that control several cellular functions and act as negative post-transcriptional regulators of the mRNA. While their implication in several biological functions is already known, an important role as regulators of different physiological and pathological processes in fertilization and embryo development is currently emerging. Indeed, miRNAs have been found in the oviductal fluid packaged within the extracellular vesicles, which might act as natural nanoshuttles by transporting lipids, proteins, RNA molecules and miRNAs from the oviduct to the gametes or embryos. Here, an exhaustive bibliography search was carried out, followed by the construction of a computational model based on the networks theory in an attempt to recreate and elucidate the pathways potentially activated by the oviductal miRNA. The omics data published to date were gathered to create the Oviductal MiRNome, in which the miRNA target genes and their interactions are represented by using stringApp and the Network analyzer from Cytoscape 3.7.2. Then, the hyperlinked nodes were identified to investigate the pathways in which they are involved using the gene ontology enrichment analysis. To study the phenotypical effects after the removal of key genes on the reproductive system and embryo, knockout mouse lines for every protein-coding gene were investigated by using the International Mouse Phenotyping Consortium database. The creation of the Oviductal MiRNome revealed the presence of important genes and their interactions within the network. The functional enrichment analysis revealed that the hyperlinked nodes are involved in fundamental cellular functions, both structural and regulatory/signaling, suggesting their implication in fertilization and early embryo development. This fact was as well evidenced by the effects of the gene deletion in KO mice on the reproductive system and embryo development. The present study highlights the importance of studying the miRNA profiles and their enormous potential as tools to improve the assisted reproductive techniques currently used in human and animal reproduction.
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Affiliation(s)
- Angela Taraschi
- Faculty of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
- Istituto Zooprofilattico Sperimentale Dell’Abruzzo e Del Molise “G. Caporale”, Teramo, Italy
| | - Costanza Cimini
- Faculty of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
| | - Alessia Colosimo
- Faculty of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
| | - Marina Ramal-Sanchez
- Faculty of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
| | - Luca Valbonetti
- Faculty of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
- Institute of Biochemistry and Cell Biology (CNR-IBBC/EMMA/Infrafrontier/IMPC), National Research Council, Rome, Italy
| | - Nicola Bernabò
- Faculty of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
- Institute of Biochemistry and Cell Biology (CNR-IBBC/EMMA/Infrafrontier/IMPC), National Research Council, Rome, Italy
- *Correspondence: Nicola Bernabò,
| | - Barbara Barboni
- Faculty of Biosciences and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
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