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Updated: Jul 12, 2026

Studying Cell Death Initiation Using a Digital Microscope
Published on: November 10, 2023
Insights into programmed cell death from multiple imaging modalities
Siqi Li1, Xinyang Zhang2, Dingding Li1
1Institute for Applied Research in Public Health, Key Laboratory of Jiangsu Higher Education Institutions for Advanced Medical Analytics and Public Health, School of Public Health, Nantong University, Nantong, China.
Abstract:
Programmed cell death (PCD) is a fundamental, genetically regulated process crucial for development and homeostasis in multicellular organisms. Despite its importance, studying PCD presents significant challenges. Traditional methods relying on static, fixed samples cannot capture the dynamic progression of PCD and rarely reproduce the complex in vivo microenvironment. This review provides a systematic comparison of molecular probes and imaging modalities for detecting and differentiating major PCD subtypes, including apoptosis, necroptosis, and pyroptosis. We systematically summarize recent advances, emphasizing their utility for imaging‑based identification of distinct cell death forms rather than solely focusing on dynamic visualization. Practical guidance is offered for selecting appropriate probes and imaging platforms according to specific biological questions. By enabling real-time monitoring of hallmark markers and deep-tissue dynamics in living organisms, in vivo imaging provides novel insights and advanced technical support for elucidating the biological roles and functional significance of PCD. Nevertheless, this review highlights that the current strength of these technologies lies primarily in their ability to detect and differentiate PCD subtypes, with real‑time monitoring of full spatiotemporal dynamics remaining an ongoing challenge.
Insights
This review compares molecular probes and imaging techniques for studying programmed cell death (PCD) subtypes like apoptosis, necroptosis, and pyroptosis. Current imaging excels at differentiating cell death forms, aiding research into their biological roles.
Area of Science:
- Cell Biology
- Molecular Biology
- Biomedical Imaging
Background:
- Programmed cell death (PCD) is vital for multicellular organism development and homeostasis.
- Studying PCD is challenging due to limitations of traditional static methods in capturing dynamic processes and in vivo environments.
- Differentiating PCD subtypes like apoptosis, necroptosis, and pyroptosis requires advanced techniques.
Purpose of the Study:
- To systematically compare molecular probes and imaging modalities for detecting and differentiating major PCD subtypes.
- To summarize recent advances in imaging-based identification of distinct cell death forms.
- To provide practical guidance for selecting appropriate probes and imaging platforms for PCD research.
Main Methods:
- Systematic review and comparison of molecular probes and imaging modalities.
- Emphasis on imaging-based identification of cell death forms.
- Analysis of utility for in vivo monitoring of hallmark markers and deep-tissue dynamics.
Main Results:
- Molecular probes and imaging modalities enable the detection and differentiation of apoptosis, necroptosis, and pyroptosis.
- In vivo imaging offers insights into biological roles and functional significance of PCD by monitoring hallmark markers.
- Current technologies are strongest in differentiating PCD subtypes, while real-time spatiotemporal dynamics monitoring is still developing.
Conclusions:
- Advanced imaging techniques and molecular probes are crucial for understanding PCD subtypes.
- In vivo imaging provides valuable support for elucidating the roles of PCD in biological systems.
- Further development is needed for real-time, comprehensive spatiotemporal monitoring of PCD dynamics.
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