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Zhang Z, Zhang Y. Transcriptional regulation of cancer stem cell: regulatory factors elucidation and cancer treatment strategies. J Exp Clin Cancer Res 2024; 43:99. [PMID: 38561775 PMCID: PMC10986082 DOI: 10.1186/s13046-024-03021-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 03/21/2024] [Indexed: 04/04/2024] Open
Abstract
Cancer stem cells (CSCs) were first discovered in the 1990s, revealing the mysteries of cancer origin, migration, recurrence and drug-resistance from a new perspective. The expression of pluripotent genes and complex signal regulatory networks are significant features of CSC, also act as core factors to affect the characteristics of CSC. Transcription is a necessary link to regulate the phenotype and potential of CSC, involving chromatin environment, nucleosome occupancy, histone modification, transcription factor (TF) availability and cis-regulatory elements, which suffer from ambient pressure. Especially, the expression and activity of pluripotent TFs are deeply affected by both internal and external factors, which is the foundation of CSC transcriptional regulation in the current research framework. Growing evidence indicates that regulating epigenetic modifications to alter cancer stemness is effective, and some special promoters and enhancers can serve as targets to influence the properties of CSC. Clarifying the factors that regulate CSC transcription will assist us directly target key stem genes and TFs, or hinder CSC transcription through environmental and other related factors, in order to achieve the goal of inhibiting CSC and tumors. This paper comprehensively reviews the traditional aspects of transcriptional regulation, and explores the progress and insights of the impact on CSC transcription and status through tumor microenvironment (TME), hypoxia, metabolism and new meaningful regulatory factors in conjunction with the latest research. Finally, we present opinions on omnidirectional targeting CSCs transcription to eliminate CSCs and address tumor resistance.
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Affiliation(s)
- Zhengyue Zhang
- Department of Oncology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 201900, People's Republic of China
- Shanghai Institute of Precision Medicine, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200125, People's Republic of China
| | - Yanjie Zhang
- Department of Oncology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 201900, People's Republic of China.
- Shanghai Institute of Precision Medicine, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200125, People's Republic of China.
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Zhao W, Li Y, Cheng H, Wang M, Zhang Z, Cai M, Zhao C, Xi X, Zhao X, Zhao W, Yang Y, Shao R. Myofibrillogenesis Regulator-1 Regulates the Ubiquitin Lysosomal Pathway of Notch3 Intracellular Domain Through E3 Ubiquitin-Protein Ligase Itchy Homolog in the Metastasis of Non-Small Cell Lung Cancer. Adv Sci (Weinh) 2024; 11:e2306472. [PMID: 38342606 PMCID: PMC11022719 DOI: 10.1002/advs.202306472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 12/28/2023] [Indexed: 02/13/2024]
Abstract
Myofibrillogenesis regulator-1 (MR-1) is a multifunctional protein involved in the development of various human tumors. The study is the first to report the promoting effect of MR-1 on the development and metastasis of non-small cell lung cancer (NSCLC). MR-1 is upregulated in NSCLC and positively associated with poor prognosis. The overexpression of MR-1 promotes the metastasis of NSCLC cells by stabilizing the expression of Notch3-ICD (NICD3) in the cytoplasm through enrichment analysis, in vitro and in vivo experimental researches. And Notch3 signaling can upregulate many genes related to metastasis. The stabilizing effect of MR-1 on NICD3 is achieved through the mono-ubiquitin lysosomal pathway and the specific E3 ubiquitin ligase is Itchy homolog (ITCH). There is a certain interaction between MR-1 and NICD3. Elevated MR-1 can affect the level of ITCH phosphorylation, reduce its E3 enzyme activity, and thus lead to reduce the ubiquitination and degradation of NICD3. Interference with the interaction between MR-1 and NICD3 can increase the degradation of NICD3 and impair the metastatic ability of NSCLC cells, which is a previously overlooked treatment option in NSCLC. In summary, interference with the interaction between MR-1 and NICD3 in the progression of lung cancer may be a promising therapeutic target.
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Affiliation(s)
- Wenxia Zhao
- NHC Key Laboratory of Antibiotic Bioengineering, Laboratory of OncologyInstitute of Medicinal Biotechnology Chinese Academy of Medical Sciences & Peking Union Medical College Beijing100050BeijingP. R. China
| | - Yang Li
- NHC Key Laboratory of Antibiotic Bioengineering, Laboratory of OncologyInstitute of Medicinal Biotechnology Chinese Academy of Medical Sciences & Peking Union Medical College Beijing100050BeijingP. R. China
| | - Hanzeng Cheng
- Beijing Key Laboratory of Active Substance Discovery and Druggability Evaluation, Institute of Materia MedicaPeking Union Medical College and Chinese Academy of Medical SciencesBeijing100050P. R. China
| | - Mengyan Wang
- NHC Key Laboratory of Antibiotic Bioengineering, Laboratory of OncologyInstitute of Medicinal Biotechnology Chinese Academy of Medical Sciences & Peking Union Medical College Beijing100050BeijingP. R. China
- Zhujiang HospitalSouthern Medical UniversityGuangzhouGuangdong510280P. R. China
| | - Zhishuo Zhang
- Department of EmergencyXinhua HospitalShanghai Jiaotong University School of MedicineShanghai200092P. R. China
- Department of Organ Transplantation and Hepatobiliary SurgeryThe First Hospital of China Medical UniversityShenyangLiaoning110001P. R. China
| | - Meilian Cai
- NHC Key Laboratory of Antibiotic Bioengineering, Laboratory of OncologyInstitute of Medicinal Biotechnology Chinese Academy of Medical Sciences & Peking Union Medical College Beijing100050BeijingP. R. China
| | - Cong Zhao
- NHC Key Laboratory of Antibiotic Bioengineering, Laboratory of OncologyInstitute of Medicinal Biotechnology Chinese Academy of Medical Sciences & Peking Union Medical College Beijing100050BeijingP. R. China
| | - Xiaoming Xi
- NHC Key Laboratory of Antibiotic Bioengineering, Laboratory of OncologyInstitute of Medicinal Biotechnology Chinese Academy of Medical Sciences & Peking Union Medical College Beijing100050BeijingP. R. China
| | - Xiaojun Zhao
- NHC Key Laboratory of Antibiotic Bioengineering, Laboratory of OncologyInstitute of Medicinal Biotechnology Chinese Academy of Medical Sciences & Peking Union Medical College Beijing100050BeijingP. R. China
| | - Wuli Zhao
- NHC Key Laboratory of Antibiotic Bioengineering, Laboratory of OncologyInstitute of Medicinal Biotechnology Chinese Academy of Medical Sciences & Peking Union Medical College Beijing100050BeijingP. R. China
| | - Yajun Yang
- Beijing Key Laboratory of Active Substance Discovery and Druggability Evaluation, Institute of Materia MedicaPeking Union Medical College and Chinese Academy of Medical SciencesBeijing100050P. R. China
| | - Rongguang Shao
- NHC Key Laboratory of Antibiotic Bioengineering, Laboratory of OncologyInstitute of Medicinal Biotechnology Chinese Academy of Medical Sciences & Peking Union Medical College Beijing100050BeijingP. R. China
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Horio Y, Kuroda H, Masago K, Matsushita H, Sasaki E, Fujiwara Y. Current diagnosis and treatment of salivary gland-type tumors of the lung. Jpn J Clin Oncol 2024; 54:229-247. [PMID: 38018262 DOI: 10.1093/jjco/hyad160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 11/02/2023] [Indexed: 11/30/2023] Open
Abstract
Salivary gland-type tumors of the lung are thought to originate from the submucosal exocrine glands of the large airways. Due to their rare occurrence, reports of their study are limited to small-scale or case reports. Therefore, daily clinical practices often require a search for previous reports. In the last 20 years, several genetic rearrangements have been identified, such as MYB::NF1B rearrangements in adenoid cystic carcinoma, CRTC1::MAML2 rearrangements in mucoepidermoid carcinoma, EWSR1::ATF1 rearrangements in hyalinizing clear cell carcinoma and rearrangements of the EWSR1 locus or FUS (TLS) locus in myoepithelioma and myoepithelial carcinoma. These molecular alterations have been useful in diagnosing these tumors, although they have not yet been linked to molecularly targeted therapies. The morphologic, immunophenotypic, and molecular characteristics of these tumors are similar to those of their counterparts of extrapulmonary origin, so clinical and radiologic differential diagnosis is required to distinguish between primary and metastatic disease of other primary sites. However, these molecular alterations can be useful in differentiating them from other primary lung cancer histologic types. The management of these tumors requires broad knowledge of the latest diagnostics, surgery, radiotherapy, bronchoscopic interventions, chemotherapy, immunotherapy as well as therapeutic agents in development, including molecularly targeted agents. This review provides a comprehensive overview of the current diagnosis and treatment of pulmonary salivary gland tumors, with a focus on adenoid cystic carcinoma and mucoepidermoid carcinoma, which are the two most common subtypes.
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Affiliation(s)
- Yoshitsugu Horio
- Department of Outpatient Services, Aichi Cancer Center Hospital, Nagoya, Japan
- Department of Thoracic Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Hiroaki Kuroda
- Department of Thoracic Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
- Department of Thoracic Surgery, Teikyo University Hospital, Mizonokuchi, Kanagawa-prefecture, Japan
| | - Katsuhiro Masago
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Hirokazu Matsushita
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Eiichi Sasaki
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Yutaka Fujiwara
- Department of Thoracic Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
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Wang M, Yu F, Zhang Y, Li P. Novel insights into Notch signaling in tumor immunity: potential targets for cancer immunotherapy. Front Immunol 2024; 15:1352484. [PMID: 38444855 PMCID: PMC10912471 DOI: 10.3389/fimmu.2024.1352484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 02/06/2024] [Indexed: 03/07/2024] Open
Abstract
Notch signaling pathway is a highly conserved system of cell-to-cell communication that participates in various biological processes, such as stem cell maintenance, cell fate decision, cell proliferation and death during homeostasis and development. Dysregulation of Notch signaling has been associated with many aspects of cancer biology, such as maintenance of cancer stem-like cells (CSCs), cancer cell metabolism, angiogenesis and tumor immunity. Particularly, Notch signaling can regulate antitumor or pro-tumor immune cells within the tumor microenvironment (TME). Currently, Notch signaling has drawn significant attention in the therapeutic development of cancer treatment. In this review, we focus on the role of Notch signaling pathway in remodeling tumor immune microenvironment. We describe the impact of Notch signaling on the efficacy of cancer immunotherapies. Furthermore, we summarize the results of relevant preclinical and clinical trials of Notch-targeted therapeutics and discuss the challenges in their clinical application in cancer therapy. An improved understanding of the involvement of Notch signaling in tumor immunity will open the door to new options in cancer immunotherapy treatment.
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Affiliation(s)
- Man Wang
- Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, Qingdao, China
| | | | | | - Peifeng Li
- Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, Qingdao, China
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Ludwig M, Birkeland A, Smith J, Gensterblum-Miller E, Zhai JI, Kulkarni A, Jiang H, Brenner C. A Genome Wide CRISPR Pro filing Approach Identi fies Mechanisms of Cisplatin Resistance in Head and Neck Squamous Cell Carcinoma. Res Sq 2024:rs.3.rs-3922565. [PMID: 38464196 PMCID: PMC10925415 DOI: 10.21203/rs.3.rs-3922565/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Background Head and neck squamous cell carcinoma (HNSCC) is a lethal disease with poor survival rates, especially for cancers arising in the oral cavity or larynx. Cisplatin is a key chemotherapeutic for HNSCC; however poor survival rates may be partially due to cisplatin resistance observed in some HNSCCs. Here, we examined the utility of genome-wide CRISPR knockout profiling for nominating pivotal mechanisms of cisplatin resistance in HNSCC models. Methods We characterized the cisplatin sensitivity of 18 HNSCC cell lines. Next, we used a genome-wide CRISPR/Cas9 library to identify genes involved in cisplatin resistance. We next performed validation assays in the UM-SCC-49 cell line model. Results Our data prioritized 207 genes as pivotal for cisplatin resistance in HNSCC, including novel genes VGLL3, CIRHA1, NCOR1, SPANXA1, MAP2K7, ULK1, and CDK16. Gene set enrichment analysis identified several NOTCH family genes comprising the top pathway driving cisplatin resistance, which we then validated using a targeted NOTCH1 knockout model. Interestingly, we noted that HNSCC models with natural NOTCH pathway alterations including single allele mutations and/or frameshift alterations had diverse responses to cisplatin treatment suggesting that complex and multi-faceted mechanisms contribute to cisplatin resistance in HNSCC. Conclusions Collectively, our study validates a genome-wide CRISPR/Cas9 approach for the discovery of resistance mechanisms in HNSCC, adds to the growing evidence that NOTCH1 status should be evaluated as a biomarker of cisplatin response and provides a framework for future work aimed at overcoming cisplatin resistance.
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Pagliaro L, Cerretani E, Vento F, Montanaro A, Moron Dalla Tor L, Simoncini E, Giaimo M, Gherli A, Zamponi R, Tartaglione I, Lorusso B, Scita M, Russo F, Sammarelli G, Todaro G, Silini EM, Rigolin GM, Quaini F, Cuneo A, Roti G. CAD204520 Targets NOTCH1 PEST Domain Mutations in Lymphoproliferative Disorders. Int J Mol Sci 2024; 25:766. [PMID: 38255842 PMCID: PMC10815907 DOI: 10.3390/ijms25020766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 01/01/2024] [Accepted: 01/03/2024] [Indexed: 01/24/2024] Open
Abstract
NOTCH1 PEST domain mutations are often seen in hematopoietic malignancies, including T-cell acute lymphoblastic leukemia (T-ALL), chronic lymphocytic leukemia (CLL), splenic marginal zone lymphoma (SMZL), mantle cell lymphoma (MCL), and diffuse large B-cell lymphoma (DLBCL). These mutations play a key role in the development and progression of lymphoproliferative tumors by increasing the Notch signaling and, consequently, promoting cell proliferation, survival, migration, and suppressing apoptosis. There is currently no specific treatment available for cancers caused by NOTCH1 PEST domain mutations. However, several NOTCH1 inhibitors are in development. Among these, inhibition of the Sarco-endoplasmic Ca2+-ATPase (SERCA) showed a greater effect in NOTCH1-mutated tumors compared to the wild-type ones. One example is CAD204520, a benzimidazole derivative active in T-ALL cells harboring NOTCH1 mutations. In this study, we preclinically assessed the effect of CAD204520 in CLL and MCL models and showed that NOTCH1 PEST domain mutations sensitize cells to the anti-leukemic activity mediated by CAD204520. Additionally, we tested the potential of CAD204520 in combination with the current first-line treatment of CLL, venetoclax, and ibrutinib. CAD204520 enhanced the synergistic effect of this treatment regimen only in samples harboring the NOTCH1 PEST domain mutations, thus supporting a role for Notch inhibition in these tumors. In summary, our work provides strong support for the development of CAD204520 as a novel therapeutic approach also in chronic lymphoproliferative disorders carrying NOTCH1 PEST domain mutations, emerging as a promising molecule for combination treatment in this aggressive subset of patients.
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Affiliation(s)
- Luca Pagliaro
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.P.); (A.M.); (L.M.D.T.); (E.S.); (M.G.); (A.G.); (R.Z.); (B.L.); (E.M.S.); (F.Q.)
- Translational Hematology and Chemogenomics (THEC), University of Parma, 43126 Parma, Italy; (E.C.); (F.V.); (I.T.)
- Hematology and BMT Unit, University Hospital of Parma, 43126 Parma, Italy; (F.R.); (G.S.); (G.T.)
| | - Elisa Cerretani
- Translational Hematology and Chemogenomics (THEC), University of Parma, 43126 Parma, Italy; (E.C.); (F.V.); (I.T.)
- Department of Medical Science, University of Ferrara, 44121 Ferrara, Italy; (M.S.); (G.M.R.); (A.C.)
| | - Federica Vento
- Translational Hematology and Chemogenomics (THEC), University of Parma, 43126 Parma, Italy; (E.C.); (F.V.); (I.T.)
- Department of Medical Science, University of Ferrara, 44121 Ferrara, Italy; (M.S.); (G.M.R.); (A.C.)
| | - Anna Montanaro
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.P.); (A.M.); (L.M.D.T.); (E.S.); (M.G.); (A.G.); (R.Z.); (B.L.); (E.M.S.); (F.Q.)
- Translational Hematology and Chemogenomics (THEC), University of Parma, 43126 Parma, Italy; (E.C.); (F.V.); (I.T.)
| | - Lucas Moron Dalla Tor
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.P.); (A.M.); (L.M.D.T.); (E.S.); (M.G.); (A.G.); (R.Z.); (B.L.); (E.M.S.); (F.Q.)
- Translational Hematology and Chemogenomics (THEC), University of Parma, 43126 Parma, Italy; (E.C.); (F.V.); (I.T.)
| | - Elisa Simoncini
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.P.); (A.M.); (L.M.D.T.); (E.S.); (M.G.); (A.G.); (R.Z.); (B.L.); (E.M.S.); (F.Q.)
- Translational Hematology and Chemogenomics (THEC), University of Parma, 43126 Parma, Italy; (E.C.); (F.V.); (I.T.)
| | - Mariateresa Giaimo
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.P.); (A.M.); (L.M.D.T.); (E.S.); (M.G.); (A.G.); (R.Z.); (B.L.); (E.M.S.); (F.Q.)
- Translational Hematology and Chemogenomics (THEC), University of Parma, 43126 Parma, Italy; (E.C.); (F.V.); (I.T.)
- Hematology and BMT Unit, University Hospital of Parma, 43126 Parma, Italy; (F.R.); (G.S.); (G.T.)
| | - Andrea Gherli
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.P.); (A.M.); (L.M.D.T.); (E.S.); (M.G.); (A.G.); (R.Z.); (B.L.); (E.M.S.); (F.Q.)
- Translational Hematology and Chemogenomics (THEC), University of Parma, 43126 Parma, Italy; (E.C.); (F.V.); (I.T.)
- Hematology and BMT Unit, University Hospital of Parma, 43126 Parma, Italy; (F.R.); (G.S.); (G.T.)
| | - Raffaella Zamponi
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.P.); (A.M.); (L.M.D.T.); (E.S.); (M.G.); (A.G.); (R.Z.); (B.L.); (E.M.S.); (F.Q.)
- Translational Hematology and Chemogenomics (THEC), University of Parma, 43126 Parma, Italy; (E.C.); (F.V.); (I.T.)
- Hematology and BMT Unit, University Hospital of Parma, 43126 Parma, Italy; (F.R.); (G.S.); (G.T.)
| | - Isotta Tartaglione
- Translational Hematology and Chemogenomics (THEC), University of Parma, 43126 Parma, Italy; (E.C.); (F.V.); (I.T.)
| | - Bruno Lorusso
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.P.); (A.M.); (L.M.D.T.); (E.S.); (M.G.); (A.G.); (R.Z.); (B.L.); (E.M.S.); (F.Q.)
| | - Matteo Scita
- Department of Medical Science, University of Ferrara, 44121 Ferrara, Italy; (M.S.); (G.M.R.); (A.C.)
| | - Filomena Russo
- Hematology and BMT Unit, University Hospital of Parma, 43126 Parma, Italy; (F.R.); (G.S.); (G.T.)
| | - Gabriella Sammarelli
- Hematology and BMT Unit, University Hospital of Parma, 43126 Parma, Italy; (F.R.); (G.S.); (G.T.)
| | - Giannalisa Todaro
- Hematology and BMT Unit, University Hospital of Parma, 43126 Parma, Italy; (F.R.); (G.S.); (G.T.)
| | - Enrico Maria Silini
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.P.); (A.M.); (L.M.D.T.); (E.S.); (M.G.); (A.G.); (R.Z.); (B.L.); (E.M.S.); (F.Q.)
| | - Gian Matteo Rigolin
- Department of Medical Science, University of Ferrara, 44121 Ferrara, Italy; (M.S.); (G.M.R.); (A.C.)
- Hematology Unit, University Hospital of Ferrara, 44121 Ferrara, Italy
| | - Federico Quaini
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.P.); (A.M.); (L.M.D.T.); (E.S.); (M.G.); (A.G.); (R.Z.); (B.L.); (E.M.S.); (F.Q.)
| | - Antonio Cuneo
- Department of Medical Science, University of Ferrara, 44121 Ferrara, Italy; (M.S.); (G.M.R.); (A.C.)
- Hematology Unit, University Hospital of Ferrara, 44121 Ferrara, Italy
| | - Giovanni Roti
- Department of Medicine and Surgery, University of Parma, 43126 Parma, Italy; (L.P.); (A.M.); (L.M.D.T.); (E.S.); (M.G.); (A.G.); (R.Z.); (B.L.); (E.M.S.); (F.Q.)
- Translational Hematology and Chemogenomics (THEC), University of Parma, 43126 Parma, Italy; (E.C.); (F.V.); (I.T.)
- Hematology and BMT Unit, University Hospital of Parma, 43126 Parma, Italy; (F.R.); (G.S.); (G.T.)
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Braune EB, Geist F, Tang X, Kalari K, Boughey J, Wang L, Leon-Ferre RA, D'Assoro AB, Ingle JN, Goetz MP, Kreis J, Wang K, Foukakis T, Seshire A, Wienke D, Lendahl U. Identification of a Notch transcriptomic signature for breast cancer. Breast Cancer Res 2024; 26:4. [PMID: 38172915 PMCID: PMC10765899 DOI: 10.1186/s13058-023-01757-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 12/19/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Dysregulated Notch signalling contributes to breast cancer development and progression, but validated tools to measure the level of Notch signalling in breast cancer subtypes and in response to systemic therapy are largely lacking. A transcriptomic signature of Notch signalling would be warranted, for example to monitor the effects of future Notch-targeting therapies and to learn whether altered Notch signalling is an off-target effect of current breast cancer therapies. In this report, we have established such a classifier. METHODS To generate the signature, we first identified Notch-regulated genes from six basal-like breast cancer cell lines subjected to elevated or reduced Notch signalling by culturing on immobilized Notch ligand Jagged1 or blockade of Notch by γ-secretase inhibitors, respectively. From this cadre of Notch-regulated genes, we developed candidate transcriptomic signatures that were trained on a breast cancer patient dataset (the TCGA-BRCA cohort) and a broader breast cancer cell line cohort and sought to validate in independent datasets. RESULTS An optimal 20-gene transcriptomic signature was selected. We validated the signature on two independent patient datasets (METABRIC and Oslo2), and it showed an improved coherence score and tumour specificity compared with previously published signatures. Furthermore, the signature score was particularly high for basal-like breast cancer, indicating an enhanced level of Notch signalling in this subtype. The signature score was increased after neoadjuvant treatment in the PROMIX and BEAUTY patient cohorts, and a lower signature score generally correlated with better clinical outcome. CONCLUSIONS The 20-gene transcriptional signature will be a valuable tool to evaluate the response of future Notch-targeting therapies for breast cancer, to learn about potential effects on Notch signalling from conventional breast cancer therapies and to better stratify patients for therapy considerations.
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Affiliation(s)
- Eike-Benjamin Braune
- Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm, Sweden
| | | | - Xiaojia Tang
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Krishna Kalari
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Judy Boughey
- Department of Surgery, Mayo Clinic, Rochester, MN, USA
| | - Liewei Wang
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | | | | | - James N Ingle
- Department of Oncology, Mayo Clinic, Rochester, MN, USA
| | - Matthew P Goetz
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
- Department of Oncology, Mayo Clinic, Rochester, MN, USA
| | | | - Kang Wang
- Department of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Theodoros Foukakis
- Department of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden
| | | | | | - Urban Lendahl
- Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm, Sweden.
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