Advancements in the Application of scRNA-Seq in Breast Research: A Review DOI Open Access
Zhenyu Zhang,

Xiao‐Ming Ma,

Yongfu La

et al.

International Journal of Molecular Sciences, Journal Year: 2024, Volume and Issue: 25(24), P. 13706 - 13706

Published: Dec. 22, 2024

Single-cell sequencing technology provides apparent advantages in cell population heterogeneity, allowing individuals to better comprehend tissues and organs. Sequencing is currently moving beyond the standard transcriptome single-cell level, which likely bring new insights into function of breast cells. In this study, we examine primary types involved development, as well achievements study scRNA-seq microenvironment, stressing finding novel subsets using approaches analyzing problems solutions scRNA-seq. Furthermore, are excited about field’s promising future.

Language: Английский

mRNA vaccines in tumor targeted therapy: mechanism, clinical application, and development trends DOI Creative Commons
Yu Gao,

Liang Yang,

Zhenning Li

et al.

Biomarker Research, Journal Year: 2024, Volume and Issue: 12(1)

Published: Aug. 31, 2024

Abstract Malignant tumors remain a primary cause of human mortality. Among the various treatment modalities for neoplasms, tumor vaccines have consistently shown efficacy and promising potential. These offer advantages such as specificity, safety, tolerability, with mRNA representing platforms. By introducing exogenous mRNAs encoding antigens into somatic cells subsequently synthesizing through gene expression systems, can effectively induce immune responses. Katalin Karikó Drew Weissman were awarded 2023 Nobel Prize in Physiology or Medicine their great contributions to vaccine research. Compared traditional vaccines, several advantages, including rapid preparation, reduced contamination, nonintegrability, high biodegradability. Tumor-targeted therapy is an innovative modality that enables precise targeting cells, minimizes damage normal tissues, safe at doses, demonstrates efficacy. Currently, targeted has become important option malignant tumors. The application tumor-targeted expanding, numerous clinical trials underway. We systematically outline delivery mechanism by which anti-tumor responses, describe current research applications therapy, forecast future development trends therapy.

Language: Английский

Citations

8

The Triad of Sleep, Immunity, and Cancer: A Mediating Perspective DOI Creative Commons
Giuseppe Lanza, Maria P. Mogavero, Michele Salemi

et al.

Cells, Journal Year: 2024, Volume and Issue: 13(15), P. 1246 - 1246

Published: July 24, 2024

The triadic interplay between sleep, immunity, and cancer represents a growing area of biomedical research with significant clinical implications. This review synthesizes the current knowledge on how sleep influences immune function, system’s role in dynamics, direct connections patterns risk. After comprehensive overview interrelationships among these three domains, mechanisms function are described, detailing regulates system, effects duration quality responses, underlying molecular cellular mechanisms. Also, complex relationship immunity is explored, highlighting prevention progression, surveillance, tumor microenvironment, implications immunodeficiency modulation then presenting epidemiological evidence linking to risk, biological that influence development, disorders prognosis. mediating highlighted, proposing hypothesized pathways, summarizing from experimental studies, evaluating impact interventions outcomes. concludes by discussing future directions, emphasizing potential for sleep-based treatment, integration management oncology immunotherapy, outlining agenda. agenda includes understanding sleep–immunity–cancer interplay, conducting studies assessing treatment protocols, exploring microenvironment interactions, considering policy public health Through detailed examination interconnected this underscores critical importance modulating outcomes, advocating interdisciplinary strategies harness improved

Language: Английский

Citations

7

Re‐evaluating prognostic indicators: The critical role of body composition and gene expression in endometrial cancer outcomes DOI Open Access
Mauricio Cuello, Fernán Gómez‐Valenzuela,

Enrique Ossandón

et al.

International Journal of Gynecology & Obstetrics, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 21, 2025

Language: Английский

Citations

0

Single-cell profiling in ovarian germ cell and sex cord-stromal tumours DOI
Tina Laga, Anne‐Sophie Van Rompuy,

P. Busschaert

et al.

British Journal of Cancer, Journal Year: 2025, Volume and Issue: unknown

Published: April 23, 2025

Language: Английский

Citations

0

Cytokine-based immunotherapy for gastric cancer: targeting inflammation for tumor control DOI Creative Commons

Mathan Muthu Chinakannu Marimuthu,

Bhavani Sowndharya Balamurugan,

Sundaram Vickram

et al.

Exploration of Targeted Anti-tumor Therapy, Journal Year: 2025, Volume and Issue: 6

Published: April 26, 2025

Emerging cancer immunotherapy methods, notably cytokine-based ones that modify immune systems' inflammatory reactions to tumor cells, may help slow gastric progression. Cytokines, tiny signaling proteins communicate between or hinder growth. Pro-inflammatory cytokines encourage development, whereas antitumor the host reject cells. This study considers cytokine-targeted methods for pro-inflammatory and responses. Researchers want renew cells like cytotoxic T lymphocytes (CTLs) natural killer (NK) by delivering interleukin-2 (IL-2), interferons (IFNs), necrosis factor-alpha (TNF-α) activate pathways combat tumors. Since have significant pleiotropic effects, their therapeutic use is difficult cause excessive systemic inflammation immunological suppression. review covers current advancements in synthetic cytokines, cytokine-conjugates, local administration of these aimed enhance index: increase potential kill while minimizing off-target damage. The examines relationship microenvironment (TME), revealing role immunosuppressive IL-10 transforming growth factor-beta (TGF-β) promoting an immune-evasive phenotype. These results suggest inhibitory pathway targeting, therapy overcome resistance mechanisms. Cytokine-based immunotherapies combined with checkpoint inhibitors are predicted change rebuild tumor-immune dynamics, restoring immunity. Comprehensive data from clinical studies will assist establishing position treatments cancer.

Language: Английский

Citations

0

Integrating single‐cell transcriptomics and machine learning to predict breast cancer prognosis: A study based on natural killer cell‐related genes DOI Creative Commons
Juanjuan Mao,

Ling‐lin Liu,

Qian Shen

et al.

Journal of Cellular and Molecular Medicine, Journal Year: 2024, Volume and Issue: 28(15)

Published: Aug. 1, 2024

Abstract Breast cancer (BC) is the most commonly diagnosed in women globally. Natural killer (NK) cells play a vital role tumour immunosurveillance. This study aimed to establish prognostic model using NK cell‐related genes (NKRGs) by integrating single‐cell transcriptomic data with machine learning. We identified 44 significantly expressed NKRGs involved cytokine and T functions. Using 101 learning algorithms, Lasso + RSF showed highest predictive accuracy nine key NKRGs. explored cell‐to‐cell communication CellChat, assessed immune‐related pathways microenvironment gene set variation analysis ssGSEA, observed immune components HE staining. Additionally, drug activity predictions potential therapies, expression validation through immunohistochemistry RNA‐seq confirmed clinical applicability of The nomogram high concordance between predicted actual survival, linking higher purity risk scores reduced score. NKRG‐based offers novel approach for assessment personalized treatment BC, enhancing precision medicine.

Language: Английский

Citations

3

Innovative cell therapies for systemic sclerosis: available evidence and new perspectives DOI

Alain Lescoat,

Monalisa Ghosh, Stephan Kadauke

et al.

Expert Review of Clinical Immunology, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 15

Published: Sept. 16, 2024

Systemic sclerosis (SSc) is the rheumatic disease with highest individual mortality rate a detrimental impact on quality of life. Cell-based therapies may offer new perspectives for this as recent phase I trials support safety IV infusion allogeneic mesenchymal stromal cells in SSc and case reports highlight potential use Chimeric Antigen Receptor (CAR)-T targeting CD19 active patients who have not responded to conventional immunosuppressive therapies.

Language: Английский

Citations

1

Immune Biomarkers and Predictive Signatures in Gastric Cancer: Optimizing Immunotherapy Responses DOI

Sundaram Vickram,

Shofia Saghya Infant,

S. Manikandan

et al.

Pathology - Research and Practice, Journal Year: 2024, Volume and Issue: 265, P. 155743 - 155743

Published: Nov. 26, 2024

Language: Английский

Citations

1

Efficient Design and Optimization of High-Speed Electronic System Interconnects Using Machine Learning Applications DOI
A. Saravanan,

S. Bathrinath,

Hari Banda

et al.

Advances in systems analysis, software engineering, and high performance computing book series, Journal Year: 2024, Volume and Issue: unknown, P. 254 - 273

Published: June 28, 2024

This work presents a holistic framework for automating automated guided vehicles (AGVs) in industrial settings by using well-positioned sensors and sophisticated machine learning models. The AGV is put through rigorous testing along variety of pathways. It outfitted with such as wheel encoders, proximity sensors, ultrasonic LIDAR. Microcontrollers the high-speed electronic system enable real-time data processing decision-making based on sensor inputs. For purpose anticipating impediments maximising routes, models decision trees (DT), artificial neural networks (ANN), support vector machines (SVM), random forests (RF) are developed assessed. Experiments showing accuracy, F1 score, precision, recall show how well integrated is. prime example effective route planning, obstacle avoidance, navigation busy settings.

Language: Английский

Citations

0

Single-cell sequencing technology to characterize stem T-cell subpopulations in acute T-lymphoblastic leukemia and the role of stem T-cells in the disease process DOI Creative Commons
Yan Li, Zhenwei Jia, Xiaoyan Liu

et al.

Aging, Journal Year: 2024, Volume and Issue: unknown

Published: Oct. 17, 2024

Precursor T-cell acute lymphoblastic leukemia (Pre-T ALL) is a malignant neoplastic disease in which T-cells proliferate the bone marrow. Single-cell sequencing technology could identify characteristic cell types, facilitating study of therapeutic mechanisms Pre-T ALL.

Language: Английский

Citations

0