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Updated: Feb 28, 2026

Global and Current Research Trends of Single-Cell Sequencing in Cancer: A Bibliometric and Visualization Study
Published on: April 18, 2025
Emerging trends and converging evidence in tumor evolution: A comprehensive review
Chenqi Jin1, Weiqi Li1, Boqiang Liu2
1Department of General Surgery, Sir Run-Run Shaw Hospital, Zhejiang University, Zhejiang 310016, PR China; Zhejiang Key Laboratory of Precise Diagnosis and Treatment of Abdominal Infection, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Zhejiang 310016, PR China.
Tumor evolution is a complex process driven by genetic, epigenetic, and microenvironmental factors, leading to cancer progression and treatment resistance. Understanding these dynamics is key to developing adaptive therapies that target both cancer cells and their ecosystem.
Area of Science:
- Oncology
- Cancer Biology
- Evolutionary Medicine
Background:
- Tumor evolution is a spatiotemporal process involving genetic mutations, epigenetic changes, and microenvironmental interactions, driving cancer progression, metastasis, and resistance.
- Foundational models (linear, branched, neutral, parallel) explain tumor diversification via gradual mutations or genomic events, with applicability dependent on selective pressures.
- Somatic mutations act as lineage barcodes, while epigenetic dysregulation (DNA methylation, RNA modifications) provides phenotypic plasticity for rapid adaptation without DNA alteration.
Purpose of the Study:
- To elucidate the multifaceted drivers of tumor evolution, including genetic, epigenetic, and microenvironmental factors.
- To highlight the role of the tumor microenvironment as a dynamic orchestrator of cancer cell adaptation and heterogeneity.
- To emphasize the need for advanced technologies and integrated models to understand and combat tumor evolution and therapeutic resistance.
Main Methods:
- Analysis of foundational evolutionary models (linear, branched, neutral, parallel) in the context of tumor diversification.
- Investigation of somatic mutations and epigenetic dysregulation (DNA methylation, RNA modifications) as drivers of non-genetic heterogeneity.
- Exploration of tumor microenvironment influences (hypoxia, lactate, neural crosstalk) on cancer cell adaptation and spatial selection pressures.
- Leveraging emerging technologies like single-cell sequencing, spatial multi-omics, and liquid biopsies to decode intra-tumoral heterogeneity and clonal dynamics.
Main Results:
- Tumor evolution is shaped by a complex interplay of genetic, epigenetic, and microenvironmental factors, leading to phenotypic diversity.
- The tumor microenvironment actively orchestrates cancer evolution through distinct ecological niches and spatially heterogeneous selection pressures.
- Treatment pressures impose evolutionary bottlenecks, selecting for resistant clones and promoting cross-resistance.
- Emerging technologies enable real-time, multi-dimensional decoding of intra-tumoral heterogeneity and clonal evolution.
Conclusions:
- Integrating evolutionary models with multi-omics data is crucial for understanding tumor adaptation and developing temporally adaptive therapies.
- Current preclinical models require advancement to accurately recapitulate human tumor-microenvironment interactions for translational research.
- Future personalized oncology relies on artificial intelligence and longitudinal biomarker profiling to move beyond static genomic matching and control cancer evolution.
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