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Author Spotlight: Exploring Strategies for Successful Immune Response Against Tumors
Published on: August 16, 2024
Single-cell multi-omics in cancer immunotherapy: from tumor heterogeneity to personalized precision treatment
Jiayuan Le1,2,3,4,5, Yating Dian1,2,3,4,5, Deze Zhao6
1Department of Dermatology, Xiangya Hospital, Central South University, 87 Xiangya road, Changsha, Hunan, 410008, China.
Abstract:
Cancer immunotherapy has revolutionized clinical oncology; however, the inherent complexity and heterogeneity of cancer present substantial challenges to achieving broad therapeutic efficacy. Tumor heterogeneity manifests not only among different patients but also within individual tumors, further complicating personalized treatment approaches. Single-cell sequencing technologies encompassing genomics, transcriptomics, epigenomics, proteomics, and spatial omics have significantly enhanced our ability to dissect tumor heterogeneity at single-cell resolution with multi-layered depth. These approaches have illuminated tumor biology, immune escape mechanisms, treatment resistance, and patient-specific immune response mechanisms, thereby substantially advancing precision oncology strategies. This review systematically examines recent advances in single-cell multi-omics technologies across various cancer research areas, emphasizing their transformative impacts on understanding tumor heterogeneity, immunotherapy, minimal residual disease monitoring, and neoantigen discovery. Additionally, we discuss current technical and analytical limitations and unresolved questions associated with single-cell technologies. We anticipate single-cell multi-omics technologies will become central to precision oncology, facilitating truly personalized therapeutic interventions.
Insights
Single-cell multi-omics technologies offer deep insights into cancer heterogeneity, improving cancer immunotherapy and personalized treatments. These advanced methods are crucial for precision oncology and overcoming treatment resistance.
Area of Science:
- Oncology
- Genomics
- Immunology
Background:
- Cancer immunotherapy has transformed oncology but faces challenges due to tumor complexity and heterogeneity.
- Tumor heterogeneity within and between patients complicates personalized cancer treatment strategies.
Purpose of the Study:
- To review advances in single-cell multi-omics technologies for dissecting tumor heterogeneity.
- To highlight the impact of these technologies on cancer research, immunotherapy, and precision oncology.
Main Methods:
- Single-cell sequencing technologies including genomics, transcriptomics, epigenomics, proteomics, and spatial omics.
- Systematic examination of recent technological advancements and their applications in cancer research.
Main Results:
- Single-cell multi-omics provide multi-layered insights into tumor biology and immune responses at single-cell resolution.
- These technologies illuminate immune escape, treatment resistance, and enable neoantigen discovery.
Conclusions:
- Single-cell multi-omics are revolutionizing precision oncology by enabling a deeper understanding of tumor heterogeneity.
- These technologies are poised to become central to developing truly personalized cancer therapies and monitoring minimal residual disease.
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