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Fang CF, Li Y, Yang C, Fang H, Li C. Bioinformatics analysis of intrinsic drivers of immune dysregulation in multiple myeloma to elucidate immune phenotypes and discover prognostic gene signatures. Sci Rep 2025; 15:15662. [PMID: 40325058 PMCID: PMC12053621 DOI: 10.1038/s41598-025-00074-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 04/24/2025] [Indexed: 05/07/2025] Open
Abstract
Multiple myeloma (MM) progression is driven by immune dysregulation within the tumor microenvironment (TME). However, myeloma-intrinsic mechanisms underlying immune dysfunction remain poorly defined, and current immunotherapies show limited efficacy. Using RNA-seq data from 859 MM patients (MMRF-CoMMpass), we integrated xCELL, CIBERSORT, and ESTIMATE algorithms to deconvolute immune-stromal dynamics. Consensus clustering identified immune subtypes, followed by differential gene analysis and LASSO-Cox regression to construct a prognostic model validated in an independent cohort (GSE19784, N = 328). Immune Subtype Classification: Two subgroups emerged: Multiple myeloma-associated immune-related cluster 1 (N = 482): Immune-dysfunctional TME with Th2 cell enrichment, preadipocyte accumulation, and CXCL family suppression, linked to poor survival (P < 0.001). Multiple myeloma-associated immune-related cluster 2 (N = 377): Immune-active TME with cytotoxic CD8 + T/NK cell infiltration and favorable outcomes. Prognostic Gene Signature: Ten immune-related genes (UBE2T, E2F2, EXO1, SH2D2A, DRP2, WNT9A, SHROOM3, TMC8, CDCA7, and GPR132) predicted survival (The One-year AUC = 0.682 and The Over 5-years AUC = 0.714). We define a myeloma-intrinsic immune classification system and a 10-gene prognostic index, offering a framework for risk-stratified immunotherapy. Integration with flow cytometry could optimize precision treatment in MM.
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Affiliation(s)
- Chuan-Feng Fang
- Department of Clinical Laboratory, The Fourth Affiliated Hospital of Harbin Medical University, Nangang District, Harbin, 150001, People's Republic of China.
| | - Yan Li
- Department of Anesthesia, The Fourth Affiliated Hospital of Harbin Medical University, Nangang District, Harbin, 150001, People's Republic of China
| | - Chun Yang
- Department of Clinical Laboratory, The Fourth Affiliated Hospital of Harbin Medical University, Nangang District, Harbin, 150001, People's Republic of China
| | - Hua Fang
- Department of Medical Oncology, Fuxing Hospital of the Capital Medical University, Xicheng District, Beijing, 10001, People's Republic of China
| | - Chen Li
- Department of Bioengineering, the Hebei Agriculture University, Baoding City, Hebei Provence, 071001, People's Republic of China
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Romero-Moya D, Pera J, Marin-Bejar O, Torralba-Sales E, Murillo-Sanjuán L, Diaz-de-Heredia C, Montoro J, Rodríguez-Ubreva J, Liquori A, Cervera J, Wlodarski MW, Català A, Giorgetti A. Multiple phenotypes and epigenetic profiles in a three-generation family history with GATA2 deficiency. Leukemia 2025; 39:962-966. [PMID: 39890964 PMCID: PMC11976269 DOI: 10.1038/s41375-025-02519-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Revised: 12/27/2024] [Accepted: 01/21/2025] [Indexed: 02/03/2025]
Affiliation(s)
- Damia Romero-Moya
- Regenerative Medicine Program, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain.
| | - Joan Pera
- Regenerative Medicine Program, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
- Department of Hematology and Oncology, Institut de Recerca Sant Joan de Déu, Hospital Sant Joan de Deu, Barcelona, Spain
| | - Oskar Marin-Bejar
- Regenerative Medicine Program, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
- Germans Trias i Pujol Health Science Research Institute (IGTP), Cancer Program, Badalona, Catalonia, Spain
| | - Eric Torralba-Sales
- Regenerative Medicine Program, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain
| | - Laura Murillo-Sanjuán
- Pediatric Hematology and Oncology Division, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Cristina Diaz-de-Heredia
- Pediatric Hematology and Oncology Division, Hospital Universitari Vall d'Hebron, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Julia Montoro
- Department of Hematology, Vall d'Hebron Hospital Universitari, Barcelona, Spain
| | - Javier Rodríguez-Ubreva
- Epigenetics and Immune Disease Group, Josep Carreras Research Institute (IJC), Badalona, Barcelona, Spain
| | - Alessandro Liquori
- Hematology Research Group, Instituto de Investigación Sanitaria La Fe, Valencia, Spain
- Centro de Investigación Biomédica en Red de Oncología (CIBERONC), Madrid, Spain
| | - José Cervera
- Hematology Research Group, Instituto de Investigación Sanitaria La Fe, Valencia, Spain
- Centro de Investigación Biomédica en Red de Oncología (CIBERONC), Madrid, Spain
| | - Marcin W Wlodarski
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Albert Català
- Department of Hematology and Oncology, Institut de Recerca Sant Joan de Déu, Hospital Sant Joan de Deu, Barcelona, Spain
- Instituto de Salud Carlos III, Biomedical Network Research Centre on Rare Diseases, Madrid, Spain
| | - Alessandra Giorgetti
- Regenerative Medicine Program, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Barcelona, Spain.
- Department of Pathology and Experimental Therapeutics, Faculty of Medicine and Health Sciences, Barcelona University, Barcelona, Spain.
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Li J, Han WH, Zhang MY, Fan JQ, Li GD, Li JY, Chen X. Hyper-IgE Syndrome: A Case Report with Insights from Bioinformatics Analysis of Key Pathways and Genes. Infect Drug Resist 2025; 18:1567-1580. [PMID: 40162035 PMCID: PMC11952148 DOI: 10.2147/idr.s507797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Accepted: 03/13/2025] [Indexed: 04/02/2025] Open
Abstract
Purpose This study reports on a patient with High IgE Syndrome(HIES), focusing on clinical manifestations and pathogenic mechanisms through bioinformatics to enhance understanding and treatment. Patients and Methods The patient received appropriate interventions and was currently undergoing treatment with close monitoring. Additionally, bioinformatics analyses were conducted to investigate potential signaling pathways and key genes associated with HIES. Results A 28-year-old woman presented with a 6-month history of cough, worsening dyspnea, and eczema was diagnosed with HIES after elevated immunoglobulin levels and a STAT3 mutation. Initially, she declined immunoglobulin therapy, but showed improvement with sulfamethoxazole-trimethoprim and subsequently required intravenous immunoglobulin therapy for ongoing management. KEGG pathway analysis revealed that these genes were primarily associated with infection-related signaling pathways, consistent with the susceptibility to infections observed in HIES patients. Protein-protein interaction (PPI) network analysis highlighted the importance of key genes such as IL6, CDH2, and CLDN1. Conclusion Increased HIES awareness among healthcare providers is crucial for patients with recurrent infections, requiring a multidisciplinary approach. Our study identified IL6, CDH2, and CLDN1 as key factors in HIES progression, suggesting naive B cells and dormant mast cells may be involved.
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Affiliation(s)
- Juan Li
- Department of Comprehensive Ward, The Affiliated Taian City Central Hospital of Qingdao University, Tai’an, People’s Republic of China
| | - Wei-Hua Han
- Department of Intensive Care Unit,The Affiliated Taian City Central Hospital of Qingdao University, Tai’an, People’s Republic of China
| | - Meng-Yu Zhang
- Department of Pulmonary and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, People’s Republic of China
| | - Jia-Qi Fan
- Jining Medical University, Jining, People’s Republic of China
| | - Guo-Dong Li
- Department of Pulmonary and Critical Care Medicine, The Affiliated Taian City Central Hospital of Qingdao University, Tai’an, People’s Republic of China
| | - Jun-Yi Li
- The Second Clinical Medical College of Nanchang University, Nanchang, People’s Republic of China
| | - Xiao Chen
- Department of Pulmonary and Critical Care Medicine, The Affiliated Taian City Central Hospital of Qingdao University, Tai’an, People’s Republic of China
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Cuevas D, Amigo R, Agurto A, Heredia AA, Guzmán C, Recabal-Beyer A, González-Pecchi V, Caprile T, Haigh JJ, Farkas C. The Role of Epithelial-to-Mesenchymal Transition Transcription Factors (EMT-TFs) in Acute Myeloid Leukemia Progression. Biomedicines 2024; 12:1915. [PMID: 39200378 PMCID: PMC11351244 DOI: 10.3390/biomedicines12081915] [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: 07/12/2024] [Revised: 07/31/2024] [Accepted: 08/02/2024] [Indexed: 09/02/2024] Open
Abstract
Acute myeloid leukemia (AML) is a diverse malignancy originating from myeloid progenitor cells, with significant genetic and clinical variability. Modern classification systems like those from the World Health Organization (WHO) and European LeukemiaNet use immunophenotyping, molecular genetics, and clinical features to categorize AML subtypes. This classification highlights crucial genetic markers such as FLT3, NPM1 mutations, and MLL-AF9 fusion, which are essential for prognosis and directing targeted therapies. The MLL-AF9 fusion protein is often linked with therapy-resistant AML, highlighting the risk of relapse due to standard chemotherapeutic regimes. In this sense, factors like the ZEB, SNAI, and TWIST gene families, known for their roles in epithelial-mesenchymal transition (EMT) and cancer metastasis, also regulate hematopoiesis and may serve as effective therapeutic targets in AML. These genes contribute to cell proliferation, differentiation, and extramedullary hematopoiesis, suggesting new possibilities for treatment. Advancing our understanding of the molecular mechanisms that promote AML, especially how the bone marrow microenvironment affects invasion and drug resistance, is crucial. This comprehensive insight into the molecular and environmental interactions in AML emphasizes the need for ongoing research and more effective treatments.
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Affiliation(s)
- Diego Cuevas
- Laboratorio de Investigación en Ciencias Biomédicas, Departamento de Ciencias Básicas y Morfología, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4030000, Chile; (D.C.); (A.A.); (A.A.H.); (C.G.); (V.G.-P.)
| | - Roberto Amigo
- Laboratorio de Regulación Transcripcional, Departamento de Bioquímica y Biología Molecular, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción 4030000, Chile;
| | - Adolfo Agurto
- Laboratorio de Investigación en Ciencias Biomédicas, Departamento de Ciencias Básicas y Morfología, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4030000, Chile; (D.C.); (A.A.); (A.A.H.); (C.G.); (V.G.-P.)
| | - Adan Andreu Heredia
- Laboratorio de Investigación en Ciencias Biomédicas, Departamento de Ciencias Básicas y Morfología, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4030000, Chile; (D.C.); (A.A.); (A.A.H.); (C.G.); (V.G.-P.)
| | - Catherine Guzmán
- Laboratorio de Investigación en Ciencias Biomédicas, Departamento de Ciencias Básicas y Morfología, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4030000, Chile; (D.C.); (A.A.); (A.A.H.); (C.G.); (V.G.-P.)
| | - Antonia Recabal-Beyer
- Departamento de Biología Celular, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción 4030000, Chile;
| | - Valentina González-Pecchi
- Laboratorio de Investigación en Ciencias Biomédicas, Departamento de Ciencias Básicas y Morfología, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4030000, Chile; (D.C.); (A.A.); (A.A.H.); (C.G.); (V.G.-P.)
| | - Teresa Caprile
- Departamento de Biología Celular, Facultad de Ciencias Biológicas, Universidad de Concepción, Concepción 4030000, Chile;
| | - Jody J. Haigh
- Paul Albrechtsen Research Institute, CancerCare Manitoba, Winnipeg, MB R3E 0V9, Canada
- Department of Pharmacology and Therapeutics, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3T 2N2, Canada
| | - Carlos Farkas
- Laboratorio de Investigación en Ciencias Biomédicas, Departamento de Ciencias Básicas y Morfología, Facultad de Medicina, Universidad Católica de la Santísima Concepción, Concepción 4030000, Chile; (D.C.); (A.A.); (A.A.H.); (C.G.); (V.G.-P.)
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Li W, Wang Y, Li X, Wu H, Jia L. Dexmedetomidine hydrochloride plus sufentanil citrate inhibits glucose metabolism and epithelial‑mesenchymal transition in human esophageal squamous carcinoma KYSE30 cells by modulating the JAK/STAT3/HIF‑1α axis. Oncol Lett 2024; 27:273. [PMID: 38686357 PMCID: PMC11056934 DOI: 10.3892/ol.2024.14406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 11/10/2023] [Indexed: 05/02/2024] Open
Abstract
Dexmedetomidine hydrochloride (DEX-HCl) and sufentanil citrate (SFC) are commonly used anesthetic drugs for esophageal cancer (EC) surgery. The present study was performed to investigate the effect of DEX-HCl and SFC treatment on glucose metabolism and epithelial-mesenchymal transition in EC. Cell counting kit-8 (CCK8), clonogenic, wound healing and Transwell migration assays were performed to assess the effects of the DEX-HCl and SFC on KYSE30 cell proliferation, invasion and migration. Changes in lactate and glucose levels in KYSE30 cells were also detected. Western blot analysis was used to determine the protein expression levels of the JAK/STAT signaling pathway and glucose metabolism-related proteins. The results of CCK8, clonogenic and wound healing assays demonstrated that DEX-HCl and SFC inhibited KYSE30 cell proliferation, invasion and migration. Similarly, the combined DEX-HCl and SFC treatment significantly reduced lactate production, ATP production and glucose levels in KYSE30 cells. Western blotting indicated that DEX-HCl and SFC could reduce JAK/STAT and metastasis-related protein expression. Demonstrating a reduction in Hexokinase 2, matrix metallopeptidase 2 and 9, N-cadherin and lactate dehydrogenase A protein expression levels. The effects of DEX-HCl and SFC combined treatment were counteracted by the addition of JAK/STAT pathway activator RO8191, which suggested that DEX-HCl and SFC could serve a role in mediating the JAK/STAT signaling pathway in KYSE30 cells.
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Affiliation(s)
- Weijing Li
- Department of Anesthesiology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Yong Wang
- Department of Anesthesiology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Xiaolin Li
- Department of Anesthesiology, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Han Wu
- Department of Anesthesiology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Li Jia
- Department of Anesthesiology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
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Varisli L, Vlahopoulos S. Epithelial-Mesenchymal Transition in Acute Leukemias. Int J Mol Sci 2024; 25:2173. [PMID: 38396852 PMCID: PMC10889420 DOI: 10.3390/ijms25042173] [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: 12/18/2023] [Revised: 01/27/2024] [Accepted: 01/30/2024] [Indexed: 02/25/2024] Open
Abstract
Epithelial-mesenchymal transition (EMT) is a metabolic process that confers phenotypic flexibility to cells and the ability to adapt to new functions. This transition is critical during embryogenesis and is required for the differentiation of many tissues and organs. EMT can also be induced in advanced-stage cancers, leading to further malignant behavior and chemotherapy resistance, resulting in an unfavorable prognosis for patients. Although EMT was long considered and studied only in solid tumors, it has been shown to be involved in the pathogenesis of hematological malignancies, including acute leukemias. Indeed, there is increasing evidence that EMT promotes the progression of acute leukemias, leading to the emergence of a more aggressive phenotype of the disease, and also causes chemotherapy resistance. The current literature suggests that the levels and activities of EMT inducers and markers can be used to predict prognosis, and that targeting EMT in addition to conventional therapies may increase treatment success in acute leukemias.
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Affiliation(s)
- Lokman Varisli
- Department of Molecular Biology and Genetics, Science Faculty, Dicle University, Diyarbakir 21280, Turkey
| | - Spiros Vlahopoulos
- First Department of Pediatrics, National and Kapodistrian University of Athens, Thivon & Levadeias 8, Goudi, 11527 Athens, Greece
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Yang Z, Dong R, Mao X, He XC, Li L. Stress-protecting harbors for hematopoietic stem cells. Curr Opin Cell Biol 2024; 86:102284. [PMID: 37995509 DOI: 10.1016/j.ceb.2023.102284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 10/26/2023] [Accepted: 11/01/2023] [Indexed: 11/25/2023]
Abstract
Hematopoietic stem cells (HSCs) rely on specialized microenvironments known as niches to maintain their self-renewal and multilineage potential to generate diverse types of blood cells continuously. Over the last two decades, substantial advancements have been made in unraveling the niche cell components and HSC localizations under homeostatic and stressed circumstances. Advances in imaging, combined with the discovery of phenotypic surface markers combinations and single cell sequencing, have greatly facilitated the systematic examination of HSC localizations. This review aims to present a summary of HSC localizations, highlighting potential distinctions between phenotypically and functionally defined HSCs, and explore the functionality of niches in ensuring the integrity and long-term maintenance of HSCs.
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Affiliation(s)
- Zhe Yang
- Stowers Institute for Medical Research, 1000 E. 50th St., Kansas City, MO 64110, USA
| | - Ruochen Dong
- Stowers Institute for Medical Research, 1000 E. 50th St., Kansas City, MO 64110, USA
| | - Xinjian Mao
- Stowers Institute for Medical Research, 1000 E. 50th St., Kansas City, MO 64110, USA
| | - Xi C He
- Stowers Institute for Medical Research, 1000 E. 50th St., Kansas City, MO 64110, USA
| | - Linheng Li
- Stowers Institute for Medical Research, 1000 E. 50th St., Kansas City, MO 64110, USA; University of Kansas Medical Center, Department of Pathology and Laboratory Medicine, Kansas City, KS 66160, USA.
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