Blood and Lymphatic Cancer-Targets and Therapy最新文献

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Serum ATIC Expression as a Novel Diagnostic and Prognostic Biomarker in Multiple Myeloma Patients. 血清ATIC表达作为多发性骨髓瘤患者新的诊断和预后生物标志物。
IF 4.9
Blood and Lymphatic Cancer-Targets and Therapy Pub Date : 2025-08-30 eCollection Date: 2025-01-01 DOI: 10.2147/BLCTT.S537524
Mengyuan Gu, Yanting Zheng, Yifan Wang, Qicai Wang, Jing Wu, Zengyi Xiong, Yanyu Nong, Chunni Huang, Zhongqing Li, Jun Luo, Zhian Ling, Ruolin Li
{"title":"Serum ATIC Expression as a Novel Diagnostic and Prognostic Biomarker in Multiple Myeloma Patients.","authors":"Mengyuan Gu, Yanting Zheng, Yifan Wang, Qicai Wang, Jing Wu, Zengyi Xiong, Yanyu Nong, Chunni Huang, Zhongqing Li, Jun Luo, Zhian Ling, Ruolin Li","doi":"10.2147/BLCTT.S537524","DOIUrl":"10.2147/BLCTT.S537524","url":null,"abstract":"<p><strong>Purpose: </strong>The study was constructed for investigating the serum expression levels of ATIC with multiple myeloma (MM) patients and its potential clinical value as a biomarker, and analyzing its association with disease stage, treatment response, genetic characteristics and prognosis.</p><p><strong>Patients and methods: </strong>The serum concentrations of ATIC were assessed in 186 MM patients and 201 healthy controls via ELISA, and the diagnostic efficacy was evaluated through ROC curve analysis. Correlation analysis was conducted based on clinical parameters, including common comorbidities, clinical stages, laboratory indicators, disease status, treatment response level, and pathological characteristics. The prognostic relevance of serum ATIC levels in MM patients was assessed using Kaplan-Meier survival analysis.</p><p><strong>Results: </strong>Serum ATIC levels showed a significant upregulated in MM patients (median = 38.26 ng/mL) compared to healthy controls group (median = 16.98 ng/mL) (p < 0.0001). Newly diagnosed MM (NDMM) patients showed higher ATIC levels (median = 46.73 ng/mL). Results from ROC curve analysis showed that ATIC had a good diagnostic performance (AUC = 0.720, p < 0.0001). ATIC levels decreased with treatment response, and the Remission Group (R group) exhibited a notable decrease than the Active Disease Group (AD group) (p < 0.05). Higher R-ISS staging was associated with elevated ATIC levels (p < 0.05). Positive correlations were found between serum ATIC levels and ESR (p = 0.029), β2-MG (p = 0.035), GLO (p = 0.044), UA (p = 0.037), abnormal FISH results (p = 0.02), as well as poor prognosis. Notably, MM patients with diabetes had lower ATIC levels than those without diabetes (p = 0.004).</p><p><strong>Conclusion: </strong>This study found that serum ATIC expression levels were significantly upregulated in MM patients, which is closely related to comorbidities, disease progression, renal dysfunction, and poor prognosis.</p>","PeriodicalId":42368,"journal":{"name":"Blood and Lymphatic Cancer-Targets and Therapy","volume":"15 ","pages":"133-147"},"PeriodicalIF":4.9,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12409478/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145016490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neutrophil-Related Genes Predict Prognosis and Contribute to Immunosuppression in Acute Myeloid Leukemia. 中性粒细胞相关基因预测急性髓系白血病的预后并参与免疫抑制。
IF 4.9
Blood and Lymphatic Cancer-Targets and Therapy Pub Date : 2025-08-18 eCollection Date: 2025-01-01 DOI: 10.2147/BLCTT.S529074
Di Zhang, Yongjian Li, Tingting Liu, Xiaomin Liu, Jingru Zhang
{"title":"Neutrophil-Related Genes Predict Prognosis and Contribute to Immunosuppression in Acute Myeloid Leukemia.","authors":"Di Zhang, Yongjian Li, Tingting Liu, Xiaomin Liu, Jingru Zhang","doi":"10.2147/BLCTT.S529074","DOIUrl":"10.2147/BLCTT.S529074","url":null,"abstract":"<p><strong>Introduction: </strong>Acute myeloid leukemia (AML) prognosis remains challenging due to limited biomarkers integrating tumor microenvironment (TME) dynamics. Neutrophils, key mediators of immune regulation, exhibit dual roles in cancer progression, yet their prognostic significance in AML is poorly defined. This study aimed to construct a neutrophil-related gene signature for AML risk stratification and explore its clinical and immunological implications.</p><p><strong>Methods: </strong>Utilizing transcriptomic and clinical data from TCGA (The Cancer Genome Atlas), GEO (Gene Expression Omnibus), and OHSU cohorts (n=1537), we identified 148 neutrophil-related genes through literature mining. Prognostic genes were selected via univariate Cox regression and LASSO regression (R packages: survival, glmnet). A 5-gene model (CSF3R, BRAF, FFAR2, CD300A, CD37) was validated across internal (TCGA) and external cohorts (GSE10358, GSE14468, OHSU). Immune profiling, drug sensitivity analysis (GDSC database), and TIDE scoring were performed to assess immunotherapy relevance.</p><p><strong>Results: </strong>The neutrophil-based model stratified AML patients into high- and low-risk groups with distinct overall survival (OS, <i>p</i><0.0001 in TCGA). Multivariate Cox analysis confirmed its independence from age, FLT3, and TP53 mutations (HR=2.14, <i>p</i>=0.015). CD37 emerged as the strongest prognostic marker (AUC 5-year=0.680, <i>p</i>=0.0026), correlating with immunosuppressive TME features: elevated myeloid-derived suppressor cells (MDSCs, <i>p</i><0.01), Treg infiltration (<i>p</i> <0.05), and upregulated immune checkpoints (PD1, CTLA4, LAG3; <i>p</i><0.001). High CD37 expression predicted immunotherapy responsiveness (TIDE score, <i>p</i>=0.004) and interacted with 146 potential therapeutic agents (eg, BCL2 inhibitors).</p><p><strong>Discussion: </strong>This study advances a novel 5-gene prognostic model integrating neutrophil biology into AML risk stratification. CD37, a key regulator of immune evasion, serves as a dual biomarker for prognosis and immunotherapy prediction. While validated across multiple cohorts, experimental studies are warranted to unravel CD37's mechanistic role. Our findings highlight the potential of neutrophil-centric biomarkers in guiding personalized AML therapy.</p>","PeriodicalId":42368,"journal":{"name":"Blood and Lymphatic Cancer-Targets and Therapy","volume":"15 ","pages":"115-132"},"PeriodicalIF":4.9,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12372834/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144973266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimizing Timing and Preparation for Allogeneic Hematopoietic Stem Cell Transplantation in Higher-Risk Myelodysplastic Syndromes. 高危骨髓增生异常综合征的异基因造血干细胞移植时机优化及准备。
IF 4.9
Blood and Lymphatic Cancer-Targets and Therapy Pub Date : 2025-08-01 eCollection Date: 2025-01-01 DOI: 10.2147/BLCTT.S527790
Liangquan Geng, Erling Chen, Yanping Ji, Huilan Liu, Zimin Sun
{"title":"Optimizing Timing and Preparation for Allogeneic Hematopoietic Stem Cell Transplantation in Higher-Risk Myelodysplastic Syndromes.","authors":"Liangquan Geng, Erling Chen, Yanping Ji, Huilan Liu, Zimin Sun","doi":"10.2147/BLCTT.S527790","DOIUrl":"10.2147/BLCTT.S527790","url":null,"abstract":"<p><strong>Introduction: </strong>Allogeneic hematopoietic stem cell transplantation (allo-HSCT) is the only curative treatment for higher-risk myelodysplastic syndromes (MDS), but optimal timing and donor selection remain controversial.</p><p><strong>Methods: </strong>We conducted a retrospective analysis of 70 higher-risk MDS patients classified by the revised International Prognostic Scoring System (IPSS-R) undergoing allo-HSCT. Patients were stratified by: 1) the interval from diagnosis to allo-HSCT (early: <6 months vs later: ≥6 months); 2) pre-transplant treatment cycles (fewer: <2 vs more: ≥2); 3) remission status (complete remission [CR] / partial remission [PR] vs non-remission [NR]), and 4) donor type (sibling vs unrelated cord blood [UCB]).</p><p><strong>Results: </strong>The results showed a significantly higher 3-year overall survival (OS) in the early HSCT group (70% vs 50%, p = 0.05) with lower transplant-related mortality (TRM) (22.7% vs 46.5%, p = 0.0205). Although more pre-transplant treatment cycles were linked to a lower relapse rate (2.3% vs 15.4%, p = 0.0403), they did not significantly affect OS or TRM. Early HSCT emerged as the only significant factor influencing both OS (Hazard Ratio [HR] 2.84, p = 0.01) and TRM (HR 3.21, p = 0.01). While no significant differences were noted between sibling HSCT and unrelated cord blood transplantation (UCBT) for OS and TRM, UCBT demonstrated a lower incidence of chronic graft-versus-host disease (cGVHD) (19.0% vs 52.9%, p = 0.003).</p><p><strong>Discussion: </strong>Our findings suggest early allo-HSCT may optimize outcomes in higher-risk MDS. In settings where sibling donors are unavailable, UCBT could serve as a potential alternative, though this observation requires validation in prospective multicenter studies to account for inherent selection biases and confounding factors.</p>","PeriodicalId":42368,"journal":{"name":"Blood and Lymphatic Cancer-Targets and Therapy","volume":"15 ","pages":"103-113"},"PeriodicalIF":4.9,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12323779/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144790317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical Characteristics, Prognostic Risk Factors, and Primary Treatment for Elderly Patients with Primary Central Nervous System Lymphoma: A Seer Database-Based Research. 老年原发性中枢神经系统淋巴瘤患者的临床特征、预后危险因素和主要治疗:一项基于Seer数据库的研究。
IF 3.9
Blood and Lymphatic Cancer-Targets and Therapy Pub Date : 2025-07-07 eCollection Date: 2025-01-01 DOI: 10.2147/BLCTT.S529249
Mengyao Zhang, Runyu Yang, Yue Du, Hui Feng, Yi Liu, Haibo Liu, Di Wu, Fan Niu, Pengcheng He
{"title":"Clinical Characteristics, Prognostic Risk Factors, and Primary Treatment for Elderly Patients with Primary Central Nervous System Lymphoma: A Seer Database-Based Research.","authors":"Mengyao Zhang, Runyu Yang, Yue Du, Hui Feng, Yi Liu, Haibo Liu, Di Wu, Fan Niu, Pengcheng He","doi":"10.2147/BLCTT.S529249","DOIUrl":"10.2147/BLCTT.S529249","url":null,"abstract":"<p><strong>Background: </strong>Primary central nervous system lymphoma (PCNSL) is a highly aggressive extranodal non-Hodgkin's lymphoma. Moreover, there is currently no specific prognostic model for elderly PCNSL patients.</p><p><strong>Methods: </strong>This study retrospectively selected patients diagnosed with PCNSL between 1975 and 2016 from the National Cancer Institute Surveillance, Epidemiology, and End Results Database (SEER NCI). The COX model was used to determine the risk factors for overall survival (OS) and disease-specific survival (DSS). The prognostic prediction models for DSS and OS were developed by integrating significant covariates identified through multivariate analysis.</p><p><strong>Results: </strong>A total of 3,554 patients with PCNSL were included in this retrospective study based on inclusion and exclusion criteria. Significant differences exist in clinical profiles between elderly (≥60 years) and younger (<60 years) patients with PCNSL. The results showed that the age at diagnosis, pathological subtype, whether or not they have undergone surgical treatment, and whether or not they have received chemotherapy are independent risk factors for DSS, among elderly PCNSL patients. In addition to the risk factors, etc for DSS, human immunodeficiency virus (HIV) infection was also an independent risk factor for OS. Based on this, we developed nomograms to estimate OS and DSS for 1, 2, and 3 years.</p><p><strong>Conclusion: </strong>This study found differences in baseline data between elderly PCNSL patients and younger PCNSL patients. Surgery and chemotherapy are associated with better OS and DSS. However, in the long run, radiotherapy is not beneficial to OS and DSS of elderly PCNSL patients.</p>","PeriodicalId":42368,"journal":{"name":"Blood and Lymphatic Cancer-Targets and Therapy","volume":"15 ","pages":"85-101"},"PeriodicalIF":3.9,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12248744/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144627375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep Dive into Targeted Therapies: Understanding IDH1-Mutant AML Treatments [Podcast]. 深入研究靶向治疗:了解idh1突变AML治疗[播客]。
IF 3.9
Blood and Lymphatic Cancer-Targets and Therapy Pub Date : 2025-07-02 eCollection Date: 2025-01-01 DOI: 10.2147/BLCTT.S549780
Amer M Zeidan, Courtney DiNardo
{"title":"Deep Dive into Targeted Therapies: Understanding IDH1-Mutant AML Treatments [Podcast].","authors":"Amer M Zeidan, Courtney DiNardo","doi":"10.2147/BLCTT.S549780","DOIUrl":"10.2147/BLCTT.S549780","url":null,"abstract":"<p><p>This podcast episode reviews recent advances in the treatment of IDH1-mutant acute myeloid leukemia (AML), focusing on the mechanisms, efficacy, and safety profiles of approved IDH1 inhibitors. The purpose is to present expert insights and clinical data from key trials that underscore the clinical benefits of these targeted therapies. Through discussion of key findings from pivotal clinical trial studies, including data supporting the use of these agents in both newly diagnosed and relapsed or refractory (R/R) settings, the episode highlights significant outcomes such as increased overall response and prolonged duration of remission in patients treated with IDH1 inhibitors. The analysis examines critical factors including treatment sequencing, combination regimens, and toxicity management, particularly the monitoring and mitigation of differentiation syndrome and QT interval prolongation. Emphasis is placed on the clinical rationale for individualized therapy selection and the importance of repeat mutation testing at diagnosis and relapse to guide treatment decisions. The results obtained from these clinical trials provide evidence that integrating oral targeted agents into the management of relapsed or refractory AML improves patient outcomes, especially for older or unfit patients who cannot undergo intensive chemotherapy. In conclusion, the episode demonstrates that the evolving use of IDH1 inhibitors, supported by rigorous clinical evidence, represents a promising advance in AML treatment by offering more precise, effective, and tolerable therapeutic options.</p>","PeriodicalId":42368,"journal":{"name":"Blood and Lymphatic Cancer-Targets and Therapy","volume":"15 ","pages":"77-83"},"PeriodicalIF":3.9,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12235440/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144592511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advancing AML Treatment: Evidence-Based Regimens and Guideline Updates for Targeted Treatments in R/R AML [Podcast]. 推进AML治疗:基于证据的治疗方案和指南更新的R/R AML靶向治疗[播客]。
IF 3.2
Blood and Lymphatic Cancer-Targets and Therapy Pub Date : 2025-07-02 eCollection Date: 2025-01-01 DOI: 10.2147/BLCTT.S548242
Amer M Zeidan, Eunice Wang
{"title":"Advancing AML Treatment: Evidence-Based Regimens and Guideline Updates for Targeted Treatments in R/R AML [Podcast].","authors":"Amer M Zeidan, Eunice Wang","doi":"10.2147/BLCTT.S548242","DOIUrl":"10.2147/BLCTT.S548242","url":null,"abstract":"<p><p>Acute myeloid leukemia (AML) is a heterogeneous malignancy characterized by diverse genetic mutations, including <i>IDH1</i> and <i>IDH2</i>, which are present in approximately 15-20% of cases. Recent clinical practice guidelines, including the 2025 NCCN guidelines, emphasize the importance of comprehensive mutational profiling at diagnosis and at relapse to guide targeted treatment strategies for patients with refractory or relapsed (R/R) AML. IDH1-mutations, which occur in 5-7% of AML cases, result in the production of the oncometabolite 2-hydroxyglutarate (2-HG), disrupting cellular differentiation. IDH1-inhibitors, such as ivosidenib and olutasidenib, block this aberrant metabolic pathway, allowing for differentiation and apoptosis of leukemia cells. Given the rarity of these mutations, comprehensive molecular testing remains essential to optimize therapeutic decision-making.</p>","PeriodicalId":42368,"journal":{"name":"Blood and Lymphatic Cancer-Targets and Therapy","volume":"15 ","pages":"69-75"},"PeriodicalIF":3.2,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12235439/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144592510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advancing Leukemia Diagnosis and Treatment: WHO-Supported Laboratory Innovations in Africa- A Narrative Review. 推进白血病诊断和治疗:世卫组织在非洲支持的实验室创新——叙述性回顾。
IF 3.2
Blood and Lymphatic Cancer-Targets and Therapy Pub Date : 2025-06-24 eCollection Date: 2025-01-01 DOI: 10.2147/BLCTT.S518005
Emmanuel Ifeanyi Obeagu
{"title":"Advancing Leukemia Diagnosis and Treatment: WHO-Supported Laboratory Innovations in Africa- A Narrative Review.","authors":"Emmanuel Ifeanyi Obeagu","doi":"10.2147/BLCTT.S518005","DOIUrl":"10.2147/BLCTT.S518005","url":null,"abstract":"<p><p>Leukemia remains a major health challenge in Africa, where limited access to advanced diagnostic technologies often leads to delayed diagnosis and suboptimal treatment outcomes. This review explores the role of WHO-supported laboratory innovations in advancing leukemia diagnosis across the continent. It examines key technologies such as molecular diagnostics, flow cytometry, and cytogenetics, highlighting how these innovations have enhanced the accuracy and speed of leukemia detection in resource-limited settings. By facilitating early and precise diagnoses, these technologies are improving patient management and treatment outcomes. Despite the promising advancements, significant barriers to widespread implementation persist, including high costs, inadequate infrastructure, and a shortage of trained personnel. WHO's efforts to address these challenges through regional collaborations, technical assistance, and capacity-building initiatives are pivotal in overcoming these obstacles. The establishment of specialized diagnostic centers and the integration of advanced technologies into national healthcare systems are key strategies to expand access and improve leukemia care in Africa.</p>","PeriodicalId":42368,"journal":{"name":"Blood and Lymphatic Cancer-Targets and Therapy","volume":"15 ","pages":"47-67"},"PeriodicalIF":3.2,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12205951/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144530226","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unveiling the Mysteries of Molecular Testing in AML: A Guide for Oncologists [Podcast]. 揭示AML分子检测的奥秘:肿瘤学家指南[播客]。
IF 3.9
Blood and Lymphatic Cancer-Targets and Therapy Pub Date : 2025-06-21 eCollection Date: 2025-01-01 DOI: 10.2147/BLCTT.S543541
Amer M Zeidan, Sanam Loghavi
{"title":"Unveiling the Mysteries of Molecular Testing in AML: A Guide for Oncologists [Podcast].","authors":"Amer M Zeidan, Sanam Loghavi","doi":"10.2147/BLCTT.S543541","DOIUrl":"10.2147/BLCTT.S543541","url":null,"abstract":"<p><p>In the first episode of the <i>AML Expert Series</i>, titled <i>Unveiling the Mysteries of Molecular Testing in AML: A Guide for Oncologists</i>, experts from Yale Cancer Center and MD Anderson Cancer Center describe the evolving landscape of molecular diagnostics in acute myeloid leukemia (AML). The discussion traces the shift from morphology- and immunophenotype-based classification to genomics-driven stratification, catalyzed by advancements in next-generation sequencing (NGS). Discussants emphasize the clinical importance of identifying key genetic mutations-such as <i>FLT3, IDH1/2, TP53, NPM1, KMT2A</i>, and <i>NUP98</i>-to inform prognosis and guide use of targeted therapies. They review the sensitivity and applications of testing modalities including Sanger sequencing, NGS, PCR, and capillary electrophoresis, and highlight how combining DNA and RNA analyses enhances detection of both mutations and gene fusions. Practical insights are offered on assay selection, test interpretation, and turnaround times, noting that while NGS is generally adequate for most targets, single-gene PCR may be needed for urgent decision-making. The episode concludes by underscoring the need for oncologists to partner with pathologists and review test coverage data to ensure appropriate molecular profiling. These insights support the integration of precise molecular diagnostics into routine AML management, enhancing personalized therapy and improving clinical outcomes.</p>","PeriodicalId":42368,"journal":{"name":"Blood and Lymphatic Cancer-Targets and Therapy","volume":"15 ","pages":"39-45"},"PeriodicalIF":3.9,"publicationDate":"2025-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12198350/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144508789","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Monocyte-Driven Prognostic Model for Multiple Myeloma: Multi-Omics and Machine Learning Insights. 单核细胞驱动的多发性骨髓瘤预后模型:多组学和机器学习见解。
IF 3.9
Blood and Lymphatic Cancer-Targets and Therapy Pub Date : 2025-06-16 eCollection Date: 2025-01-01 DOI: 10.2147/BLCTT.S517354
Linzhi Xie, Meng Gao, Shiming Tan, Yi Zhou, Jing Liu, Liwen Wang, Xin Li
{"title":"A Monocyte-Driven Prognostic Model for Multiple Myeloma: Multi-Omics and Machine Learning Insights.","authors":"Linzhi Xie, Meng Gao, Shiming Tan, Yi Zhou, Jing Liu, Liwen Wang, Xin Li","doi":"10.2147/BLCTT.S517354","DOIUrl":"10.2147/BLCTT.S517354","url":null,"abstract":"<p><strong>Background: </strong>Multiple myeloma (MM) is a haematological malignancy, driven by complex interactions between tumor and immune cells. Nevertheless, the overall pattern of immune cells and MM pathogenesis within the bone marrow tumor microenvironment (BM-TME) remains underexplored.</p><p><strong>Methods and results: </strong>Firstly, we performed Mendelian Randomization analysis for 731 immunocyte phenotypes and MM, identifying 21 immune traits significantly associated with increased MM risk (OR>1, P<sub>FDR</sub><0.05). Flow cytometry analysis confirmed that the MFI of CD14 (p<0.01) and HLA-DR (p<0.05) on CD14<sup>+</sup> monocytes was significantly elevated in early-stage MM. Secondly, we analyzed monocytes gene characteristics in the MM BM-TME via scRNA-seq, identifying 1,447 differentially expressed genes (moDEGs) (p<0.05). Subsequently, based on 482 prognostic moDEGs, we developed and validated an optimal model, termed the Monocyte-related Gene Prognostic Signature (MGPS), by integrating 101 predictive models generated from 10 machine learning algorithms across multiple transcriptome sequencing datasets. MGPS was found to be an independent prognostic factor for MM (HR 2.72, 95% CI: 1.84-4.0, p<0.001), and the MGPS-based nomogram exhibits robust and reliable predictive performances. Next, MM patients with the low MGPS score exhibiting significantly better overall survival (OS) than the high MGPS score (p<0.0001). Finally, we evaluated the predictive value of MGPS for treatment response and explored its molecular mechanisms. Results indicated that low-risk patients are more likely to benefit from immunotherapy, while a high MGPS score reflects cellular functional impairment.</p><p><strong>Conclusion: </strong>Our findings reveal a complex interplay between immune cells and MM. Through multi-omics analyses and machine learning algorithms, we established a robust monocyte-related prognostic signature. By identifying high-risk patients, MGPS may help refine treatment strategies, such as intensifying immunomodulatory therapies, potentially improving survival and immunotherapy outcomes for MM patients.</p>","PeriodicalId":42368,"journal":{"name":"Blood and Lymphatic Cancer-Targets and Therapy","volume":"15 ","pages":"21-37"},"PeriodicalIF":3.9,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12180464/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144369330","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Updated Indirect Comparison of Elranatamab Versus a Real-World External Control Arm in Triple-Class Refractory Multiple Myeloma. Elranatamab与现实世界外部对照臂治疗三级难治性多发性骨髓瘤的最新间接比较
IF 3.9
Blood and Lymphatic Cancer-Targets and Therapy Pub Date : 2025-06-05 eCollection Date: 2025-01-01 DOI: 10.2147/BLCTT.S516356
Luciano J Costa, Thomas W LeBlanc, Hans Tesch, Pieter Sonneveld, Sarasa M A Johnson, Francis Vekeman, Patrick Hlavacek, Aster Meche, Chai Hyun Kim, Paul Cislo, David M Hughes, Guido Nador, Marco DiBonaventura
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