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Updated: Jun 5, 2026

Transcriptome Analysis of Single Cells
Published on: April 25, 2011
Methods toward Single-Cell Total-Analysis
Qiang Zhang1,2, Wenjun Liao3, Ling Lin3
1Key Laboratory of Bioorganic Phosphorus Chemistry & Chemical Biology (Ministry of Education), Beijing Key Laboratory of Microanalysis Methods and Instrumentation, Department of Chemistry, Tsinghua University, Beijing 100084, China.
None:
Single-cell total-analysis aims to bridge the gap between cellular molecular makeup and functional phenotype, deciphering how genomic, transcriptomic, proteomic, and metabolic networks orchestrate phenotypic outcomes. Despite rapid omics advances, a critical disconnect persists: nucleic acid-based analyses (genomics, epigenomics, transcriptomics) are mature, while proteomic/metabolomic profiling is incomplete, and comprehensive phenomics (the direct readout of cellular function) lags due to dynamic cellular complexity. This raises a core question: how to transcend isolated molecular layers to capture the ″molecular-phenotypic correlation″ in single cells? Multimodal integration progresses but is constrained by technical incompatibilities, throughput-depth trade-offs, and poor temporal resolution. This review examines advances in five core omics domains, identifies bottlenecks, analyzes multiomics coanalysis strategies, and outlines a roadmap for true single-cell total-analysis, emphasizing breakthrough approaches to unify molecular and phenotypic landscapes. We propose that true single-cell total-analysis is defined not by the accumulation of multiomic molecular layers, but by the direct establishment of phenotype-component correlations within the same individual cell.
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