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Geiger-Schuller K, Eraslan B, Kuksenko O, Dey KK, Jagadeesh KA, Thakore PI, Karayel O, Yung AR, Rajagopalan A, Meireles AM, Yang KD, Amir-Zilberstein L, Delorey T, Phillips D, Raychowdhury R, Moussion C, Price AL, Hacohen N, Doench JG, Uhler C, Rozenblatt-Rosen O, Regev A. Systematically characterizing the roles of E3-ligase family members in inflammatory responses with massively parallel Perturb-seq. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.23.525198. [PMID: 36747789 PMCID: PMC9900845 DOI: 10.1101/2023.01.23.525198] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
E3 ligases regulate key processes, but many of their roles remain unknown. Using Perturb-seq, we interrogated the function of 1,130 E3 ligases, partners and substrates in the inflammatory response in primary dendritic cells (DCs). Dozens impacted the balance of DC1, DC2, migratory DC and macrophage states and a gradient of DC maturation. Family members grouped into co-functional modules that were enriched for physical interactions and impacted specific programs through substrate transcription factors. E3s and their adaptors co-regulated the same processes, but partnered with different substrate recognition adaptors to impact distinct aspects of the DC life cycle. Genetic interactions were more prevalent within than between modules, and a deep learning model, comβVAE, predicts the outcome of new combinations by leveraging modularity. The E3 regulatory network was associated with heritable variation and aberrant gene expression in immune cells in human inflammatory diseases. Our study provides a general approach to dissect gene function.
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Renosi F, Callanan M, Lefebvre C. Genetics and Epigenetics in Neoplasms with Plasmacytoid Dendritic Cells. Cancers (Basel) 2022; 14:cancers14174132. [PMID: 36077669 PMCID: PMC9454802 DOI: 10.3390/cancers14174132] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/19/2022] [Accepted: 08/22/2022] [Indexed: 12/16/2022] Open
Abstract
Simple Summary Differential diagnosis between Blastic pDC Neoplasm (BPDCN) and Acute Myeloid Leukemia with pDC expansion (pDC-AML) is particularly challenging, and genomic features can help in diagnosis. This review aims at clarifying recent data on genomics features because the past five years have generated a large amount of original data regarding pDC neoplasms. The genetic landscape of BPDCN is now well-defined, with important updates concerning MYC/MYC rearrangements, but also epigenetic defects and novel concepts in oncogenic and immune pathways. Concerning pDC-AML, they now appear to exhibit an original mutation landscape, especially with RUNX1 mutations, which is of interest for diagnostic criteria and for therapeutic purposes. We highlight here these two different profiles, which contribute to differential diagnosis between BPDCN and pDC-AML. This point is particularly important for the study of different therapeutic strategies between BPDCN and AML. Abstract Plasmacytoid Dendritic Cells (pDC) are type I interferon (IFN)-producing cells that play a key role in immune responses. Two major types of neoplastic counterparts for pDC are now discriminated: Blastic pDC Neoplasm (BPDCN) and Mature pDC Proliferation (MPDCP), associated with myeloid neoplasm. Two types of MPDCP are now better described: Chronic MyeloMonocytic Leukemia with pDC expansion (pDC-CMML) and Acute Myeloid Leukemia with pDC expansion (pDC-AML). Differential diagnosis between pDC-AML and BPDCN is particularly challenging, and genomic features can help for diagnosis. Here, we systematically review the cytogenetic, molecular, and transcriptional characteristics of BPDCN and pDC-AML. BPDCN are characterized by frequent complex karyotypes with recurrent MYB/MYC rearrangements as well as recurrent deletions involving ETV6, IKZF1, RB1, and TP53 loci. Epigenetic and splicing pathways are also particularly mutated, while original processes are dysregulated, such as NF-kB, TCF4, BCL2, and IFN pathways; neutrophil-specific receptors; and cholinergic signaling. In contrast, cytogenetic abnormalities are limited in pDC-AML and are quite similar to other AML. Interestingly, RUNX1 is the most frequently mutated gene (70% of cases). These typical genomic features are of potential interest for diagnosis, and also from a prognostic or therapeutic perspective.
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Affiliation(s)
- Florian Renosi
- INSERM, EFS BFC, UMR1098 RIGHT, University of Bourgogne Franche-Comté, F-25000 Besancon, France
- Laboratoire d’Hématologie et d’Immunologie Régional, Etablissement Français du Sang Bourgogne Franche-Comté, F-25000 Besancon, France
- Correspondence:
| | - Mary Callanan
- INSERM 1231 and 1209, University of Bourgogne-Franche Comté, F-21000 Dijon, France
- Service d’Oncologie Génétique, CHU Dijon Bourgogne, F-21000 Dijon, France
| | - Christine Lefebvre
- INSERM 1209 and CNRS UMR 5309, Université Grenoble-Alpes, F-38000 Grenoble, France
- Laboratoire de Génétique des hémopathies, Institut de Biologie et de Pathologie, CHU Grenoble Alpes, F-38000 Grenoble, France
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Zhang Y, Sokol L. Clinical Insights into the Management of Blastic Plasmacytoid Dendritic Cell Neoplasm. Cancer Manag Res 2022; 14:2107-2117. [PMID: 35789956 PMCID: PMC9250318 DOI: 10.2147/cmar.s330398] [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: 02/18/2022] [Accepted: 06/01/2022] [Indexed: 12/02/2022] Open
Abstract
Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is aggressive hematologic malignancy derived from plasmacytoid dendritic cell precursors of myeloid cell lineage. Patients frequently present with bruise-like skin lesions, which typically are followed months later by progressive cytopenias. Historically, BPDCN prognosis has been dismal, with median overall survival ranging from 9 to 13 months. In the past 2 decades, our understanding of BPDCN pathogenesis has led to the successful development of novel therapeutics. In December 2018, the FDA approved tagraxofusp-erzs for adults and pediatric patients older than 2 years who have either treatment-naïve or relapsed/refractory BPDCN. Acute lymphoblastic leukemia (ALL)-based chemotherapy regimens also provide comparable outcomes to tagraxofusp. In our practice, for patients with good performance status, we use tagraxofusp, ALL-based chemotherapy regimens, or clinical trials as frontline induction therapy, followed by consolidation with allogeneic stem cell transplant once the first complete response has been achieved. Our induction regimen also includes intrathecal chemotherapy for central nervous system prophylaxis. Patients with poor performance status who are treatment-naïve or patients with relapsed/refractory disease have limited therapeutic options, and we strongly recommend enrollment in clinical trials; several novel agents and combinations are currently under clinical investigation for both treatment-naïve and relapsed/refractory BPDCN.
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Affiliation(s)
- Yumeng Zhang
- Department of Internal Medicine, University of South Florida, Tampa, FL, USA.,Department of Malignant Hematology, Moffitt Cancer Center, Tampa, FL, USA
| | - Lubomir Sokol
- Department of Malignant Hematology, Moffitt Cancer Center, Tampa, FL, USA
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Yin CC, Pemmaraju N, You MJ, Li S, Xu J, Wang W, Tang Z, Alswailmi O, Bhalla KN, Qazilbash MH, Konopleva M, Khoury JD. Integrated Clinical Genotype-Phenotype Characteristics of Blastic Plasmacytoid Dendritic Cell Neoplasm. Cancers (Basel) 2021; 13:cancers13235888. [PMID: 34884997 PMCID: PMC8656770 DOI: 10.3390/cancers13235888] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/17/2021] [Accepted: 11/18/2021] [Indexed: 11/16/2022] Open
Abstract
Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is a rare, aggressive neoplasm derived from plasmacytoid dendritic cells. While advances in understanding the pathophysiology of the disease have been made, integrated systematic analyses of the spectrum of immunophenotypic and molecular alterations in real-world clinical cases remain limited. We performed mutation profiling of 50 BPDCN cases and assessed our findings in the context of disease immunophenotype, cytogenetics, and clinical characteristics. Patients included 42 men and 8 women, with a median age of 68 years (range, 14-84) at diagnosis. Forty-two (84%) patients had at least one mutation, and 23 (46%) patients had ≥3 mutations. The most common mutations involved TET2 and ASXL1, detected in 28 (56%) and 23 (46%) patients, respectively. Co-existing TET2 and ASXL1 mutations were present in 17 (34%) patients. Other recurrent mutations included ZRSR2 (16%), ETV6 (13%), DNMT3A (10%), NRAS (10%), IKZF1 (9%), SRSF2 (9%), IDH2 (8%), JAK2 (6%), KRAS (4%), NOTCH1 (4%), and TP53 (4%). We also identified mutations that have not been reported previously, including ETNK1, HNRNPK, HRAS, KDM6A, RAD21, SF3A1, and SH2B3. All patients received chemotherapy, and 20 patients additionally received stem cell transplantation. With a median follow-up of 10.5 months (range, 1-71), 21 patients achieved complete remission, 4 had persistent disease, and 24 died. Patients younger than 65 years had longer overall survival compared to those who were ≥65 years (p = 0.0022). Patients who had ≥3 mutations or mutations in the DNA methylation pathway genes had shorter overall survival (p = 0.0119 and p = 0.0126, respectively). Stem cell transplantation significantly prolonged overall survival regardless of mutation status. In conclusion, the majority of patients with BPDCN have somatic mutations involving epigenetic regulators and RNA splicing factors, in addition to ETV6 and IKZF1, which are also frequently mutated. Older age, multiple mutations, and mutations in the DNA methylation pathway are poor prognostic factors.
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Affiliation(s)
- C. Cameron Yin
- Department of Hematopathology, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA; (M.J.Y.); (S.L.); (J.X.); (W.W.); (Z.T.); (O.A.)
- Correspondence: (C.C.Y.); (J.D.K.); Tel.: +1-(713)-745-6134 (C.C.Y.); +1-(713)-745-6452 (J.D.K.)
| | - Naveen Pemmaraju
- Department of Leukemia, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA; (N.P.); (K.N.B.); (M.K.)
| | - M. James You
- Department of Hematopathology, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA; (M.J.Y.); (S.L.); (J.X.); (W.W.); (Z.T.); (O.A.)
| | - Shaoying Li
- Department of Hematopathology, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA; (M.J.Y.); (S.L.); (J.X.); (W.W.); (Z.T.); (O.A.)
| | - Jie Xu
- Department of Hematopathology, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA; (M.J.Y.); (S.L.); (J.X.); (W.W.); (Z.T.); (O.A.)
| | - Wei Wang
- Department of Hematopathology, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA; (M.J.Y.); (S.L.); (J.X.); (W.W.); (Z.T.); (O.A.)
| | - Zhenya Tang
- Department of Hematopathology, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA; (M.J.Y.); (S.L.); (J.X.); (W.W.); (Z.T.); (O.A.)
| | - Omar Alswailmi
- Department of Hematopathology, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA; (M.J.Y.); (S.L.); (J.X.); (W.W.); (Z.T.); (O.A.)
| | - Kapil N. Bhalla
- Department of Leukemia, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA; (N.P.); (K.N.B.); (M.K.)
| | - Muzaffar H. Qazilbash
- Department of Stem Cell Transplantation, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Marina Konopleva
- Department of Leukemia, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA; (N.P.); (K.N.B.); (M.K.)
| | - Joseph D. Khoury
- Department of Hematopathology, The University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA; (M.J.Y.); (S.L.); (J.X.); (W.W.); (Z.T.); (O.A.)
- Correspondence: (C.C.Y.); (J.D.K.); Tel.: +1-(713)-745-6134 (C.C.Y.); +1-(713)-745-6452 (J.D.K.)
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Sapienza MR, Pileri S. Molecular Features of Blastic Plasmacytoid Dendritic Cell Neoplasm: DNA Mutations and Epigenetics. Hematol Oncol Clin North Am 2020; 34:511-521. [PMID: 32336416 DOI: 10.1016/j.hoc.2020.01.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is a rare hematologic neoplasm with a dismal prognosis and no standard therapy. In the past, its cellular ontogenesis was obscure, and BPDCN had been erroneously named CD56+/TdT+ blastic NK cell tumor and CD4+/CD56+ hematodermic neoplasm. Finally, in 2008, the BPDCN was correctly recognized as a neoplasm deriving from the malignant transformation of plasmacytoid dendritic cell precursors and classified among the myeloid neoplasms. Since then, the understanding of BPDCN biology has improved rapidly: the DNA mutational status of BPDCN has been extensively investigated revealing a spectrum perfectly resembling its myeloid lineage derivation.
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Affiliation(s)
- Maria Rosaria Sapienza
- Division of Diagnostic Haematopathology, European Institute of Oncology, IRCCS, Via Ripamonti 435, Milan 20141, Italy.
| | - Stefano Pileri
- Division of Diagnostic Haematopathology, European Institute of Oncology, IRCCS, Via Ripamonti 435, Milan 20141, Italy
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