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Kannan S, Vedia RA, Molldrem JJ. The immunobiology of myelodysplastic neoplasms: a mini-review. Front Immunol 2024; 15:1419807. [PMID: 39355256 PMCID: PMC11443505 DOI: 10.3389/fimmu.2024.1419807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 08/27/2024] [Indexed: 10/03/2024] Open
Abstract
This mini review summarizes the immunobiology of myelodysplastic syndromes, specifically focusing on the interactions between immune cells, cytokines, and dysplastic cells within the tumor microenvironment in the bone marrow. We elucidate in detail how immune dysregulation and evasion influence the initiation and progression of myelodysplastic syndromes, as well as resistance to therapy and progression to AML. In addition, we highlight a range of therapeutic strategies, including the most recent breakthroughs and experimental therapies for treating MDS. Finally, we address the existing knowledge gaps in the understanding of the immunobiology of MDS and propose future research directions, promising advancements toward enhancing clinical outcomes and survival for patients with MDS.
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Affiliation(s)
- Shruthi Kannan
- Department of Hematopoietic Biology and Malignancy, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Rolando A Vedia
- Department of Hematopoietic Biology and Malignancy, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jeffrey J Molldrem
- Department of Hematopoietic Biology and Malignancy, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- Evolution of Cancer, Leukemia, and Immunity Post Stem cEll transplant (ECLIPSE), Therapeutics Discovery Division, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- Department of Stem Cell Transplantation and Cellular Therapy, Division of Cancer Medicine, UT MD Anderson Cancer Center, Houston, TX, United States
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Chen H, Lu J, Wang Z, Wu S, Zhang S, Geng J, Hou C, He P, Lu X. Unlocking reproducible transcriptomic signatures for acute myeloid leukaemia: Integration, classification and drug repurposing. J Cell Mol Med 2024; 28:e70085. [PMID: 39267259 PMCID: PMC11392829 DOI: 10.1111/jcmm.70085] [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: 12/14/2023] [Revised: 07/25/2024] [Accepted: 09/03/2024] [Indexed: 09/17/2024] Open
Abstract
Acute myeloid leukaemia (AML) is a highly heterogeneous disease, which lead to various findings in transcriptomic research. This study addresses these challenges by integrating 34 datasets, including 26 control groups, 6 prognostic datasets and 2 single-cell RNA sequencing (scRNA-seq) datasets to identify 10,000 AML-related genes (ARGs). We focused on genes with low variability and high consistency and successfully discovered 191 AML signatures (ASs). Leveraging machine learning techniques, specifically the XGBoost model and our custom framework, we classified AML subtypes with both scRNA-seq and bulk RNA-seq data, complementing the ELN2022 classification approach. Our research also identified promising treatments for AML through drug repurposing, with solasonine showing potential efficacy for high-risk AML patients, supported by molecular docking and transcriptomic analyses. To enhance reproducibility and customizability, we developed CSAMLdb, a user-friendly database platform. It facilitates the reuse and personalized analysis of nearly all results obtained in this research, including single-gene prognostics, multi-gene scoring, enrichment analysis, machine learning risk assessment, drug repositioning analysis and literature abstract named entity recognition. CSAMLdb is available at http://www.csamldb.com.
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Affiliation(s)
- Haoran Chen
- School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China
- School of Management, Shanxi Medical University, Taiyuan, China
- Department of Nephrology, First Medical Center of Chinese PLA General Hospital, Nephrology Institute of the Chinese People's Liberation Army, National Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Disease Research, Beijing, China
| | - Jinqi Lu
- Department of Computer Science, Boston University, Boston, Massachusetts, USA
| | - Zining Wang
- Department of Hematology, The Second Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Geriatric Disease, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Shengnan Wu
- School of Management, Shanxi Medical University, Taiyuan, China
| | - Shengxiao Zhang
- Department of Rheumatology and Immunology, The Second Hospital of Shanxi Medical University, Taiyuan, China
- Key Laboratory of Coal Environmental Pathogenicity and Prevention at Shanxi Medical University, Ministry of Education, Taiyuan, Shanxi, China
| | - Jie Geng
- Basic Medicine College, Shanxi Medical University, Taiyuan, China
| | - Chuandong Hou
- Department of Hematology, The Second Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Geriatric Disease, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Peifeng He
- School of Management, Shanxi Medical University, Taiyuan, China
- Shanxi Key Laboratory of Big Data for Clinical Decision, Shanxi Medical University, Taiyuan, China
| | - Xuechun Lu
- School of Management, Shanxi Medical University, Taiyuan, China
- Department of Nephrology, First Medical Center of Chinese PLA General Hospital, Nephrology Institute of the Chinese People's Liberation Army, National Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Disease Research, Beijing, China
- Department of Hematology, The Second Medical Center of Chinese PLA General Hospital, National Clinical Research Center for Geriatric Disease, Beijing, China
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Monchusi B, Dube P, Takundwa MM, Kenmogne VL, Thimiri Govinda Raj DB. Advances in CRISPR-Cas systems for blood cancer. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2024; 208:261-284. [PMID: 39266186 DOI: 10.1016/bs.pmbts.2024.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/14/2024]
Abstract
CRISPR-Cas systems have revolutionised precision medicine by enabling personalised treatments tailored to an individual's genetic profile. Various CRISPR technologies have been developed to target specific disease-causing genes in blood cancers, and some have advanced to clinical trials. Although some studies have explored the in vivo applications of CRISPR-Cas systems, several challenges continue to impede their widespread use. Furthermore, CRISPR-Cas technology has shown promise in improving the response of immunotherapies to blood cancers. The emergence of CAR-T cell therapy has shown considerable success in the targeting and correcting of disease-causing genes in blood cancers. Despite the promising potential of CRISPR-Cas in the treatment of blood cancers, issues related to safety, ethics, and regulatory approval remain significant hurdles. This comprehensive review highlights the transformative potential of CRISPR-Cas technology to revolutionise blood cancer therapy.
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Affiliation(s)
- Bernice Monchusi
- Synthetic Nanobiotechnology and Biomachines, Synthetic Biology and Precision Medicine Centre, Future production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa
| | - Phumuzile Dube
- Synthetic Nanobiotechnology and Biomachines, Synthetic Biology and Precision Medicine Centre, Future production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa
| | - Mutsa Monica Takundwa
- Synthetic Nanobiotechnology and Biomachines, Synthetic Biology and Precision Medicine Centre, Future production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa
| | - Vanelle Larissa Kenmogne
- Synthetic Nanobiotechnology and Biomachines, Synthetic Biology and Precision Medicine Centre, Future production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa; Department of Surgery, University of the Witwatersrand, Johannesburg, South Africa
| | - Deepak Balaji Thimiri Govinda Raj
- Synthetic Nanobiotechnology and Biomachines, Synthetic Biology and Precision Medicine Centre, Future production Chemicals Cluster, Council for Scientific and Industrial Research, Pretoria, South Africa.
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Yang L, Wei X, Gong Y. Prognosis and risk factors for ASXL1 mutations in patients with newly diagnosed acute myeloid leukemia and myelodysplastic syndrome. Cancer Med 2024; 13:e6871. [PMID: 38146893 PMCID: PMC10807681 DOI: 10.1002/cam4.6871] [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: 07/05/2023] [Revised: 11/29/2023] [Accepted: 12/13/2023] [Indexed: 12/27/2023] Open
Abstract
OBJECTIVE The objective of the study was to determine the prognosis and risk factors for additional sex combs like 1 (ASXL1) mutations in patients with acute myeloid leukemia (AML) and myelodysplastic syndrome (MDS). POPULATION AND METHODS This retrospective study enrolled 219 adult patients with newly diagnosed AML and MDS, who were treated in West China Hospital from October 2018 to January 2022. The primary clinical outcome was evaluated by overall survival (OS) followed up to January 2023. Kaplan-Meier analysis and Cox multivariate regression analysis were performed to identify potential prognostic parameters in patients with ASXL1 mutations (mt). RESULTS A total of 34 (15.53%) ASXL1mt were detected, which occurred more frequently in the elderly and MDS cohorts (p < 0.001). Significantly lower blasts% (p < 0.001) and higher frequencies of mutant RUNX1, SRSF2, STAG2, EZH2, and SETBP1 (p < 0.02) were observed in the ASXL1mt cohort. Patients with ASXL1mt manifested with a worse complete remission rate (p = 0.011), and an inferior OS was shown in subgroups with MDS, co-mutations of RUNX1, SRSF2, or NRAS, as well as mutations in G646W (p < 0.05). Multivariate analysis considering age, diagnosis, co-mutations, and mutation site confirmed an independently adverse prognosis of mutations in G646W (HR = 4.302, 95% CI: 1.150-16.097) or RUNX1 co-mutations (HR = 4.620, 95% CI: 1.385-15.414) in the ASXL1mt cohort. CONCLUSION Our study indicated that mutations in G646W or RUNX1 co-mutations are closely associated with a dismal clinical outcome in patients with AML and MDS harboring ASXL1mt. Considering the poor prognosis and risk factors in patients with ASXL1mt, more available treatments should be pursued.
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Affiliation(s)
- Liqing Yang
- Department of Hematology, West China HospitalSichuan UniversityChengduSichuanChina
- Department of HematologyFujian Medical University Union Hospital, Fujian Medical UniversityFuzhouFujianChina
| | - Xiaoyu Wei
- Department of Hematology, West China HospitalSichuan UniversityChengduSichuanChina
| | - Yuping Gong
- Department of Hematology, West China HospitalSichuan UniversityChengduSichuanChina
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Vu KT, Wolfe RM, Lambird JE, Maracaja DLV. A case of VEXAS syndrome presenting with unusual bone marrow granulomas: a diagnostic dilemma. BMC Rheumatol 2023; 7:18. [PMID: 37430338 DOI: 10.1186/s41927-023-00343-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 07/03/2023] [Indexed: 07/12/2023] Open
Abstract
BACKGROUND VEXAS is a recently described inflammatory disease caused by mutations in the UBA1 gene. Symptoms are diverse and include fevers, cartilaginous inflammation, lung inflammation, vasculitis, neutrophilic dermatoses, and macrocytic anemia. Cytoplasmic inclusions in myeloid and erythroid progenitors in the bone marrow are a hallmark feature. Here we report the first case of VEXAS with non-caseating granulomas in the bone marrow. CASE PRESENTATION A 62-year-old Asian male presented with fevers, erythema nodosum, inflammatory arthritis, and periorbital inflammation. Labs were significant for persistently elevated inflammatory markers and macrocytic anemia. Over the years his symptoms and inflammatory markers only improved with glucocorticoids and recurred when prednisone dose was lowered below 15-20 mg daily. He underwent bone marrow biopsy showing non-caseating granulomas and PET scan showing hilar/mediastinal lymphadenopathy. He was initially diagnosed with IgG4-related disease (treated with rituximab) and later sarcoidosis (treated with infliximab). After failing these agents, the possibility of VEXAS was considered and later confirmed by molecular testing. CONCLUSIONS To the best of our knowledge, this is the first observation of non-caseating granulomas in VEXAS, a cautionary reminder of its non-specificity since misinterpretation can lead to diagnostic delay. VEXAS should be in the differential in patients with symptoms of chronic inflammation responding positively to steroids (but not to B-cell depletion or TNF inhibition), which is in line with previous literature.
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Affiliation(s)
- Khiem T Vu
- Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC, 27157, USA.
| | - Rachel M Wolfe
- Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC, 27157, USA
| | - Jonathan E Lambird
- Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC, 27157, USA
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