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Updated: Jun 30, 2026

Transcriptome Analysis of Single Cells
Published on: April 25, 2011
Single-cell research: what determines its feasibility?
Alex Sabelnikov1, C Ruth Kempf
1Center for Security Studies and Research, East Carolina University, 129 Austing Building, East Campus, Greenville, NC 27858, USA.
Abstract:
A general problem in single-cell research (SCR) is whether a representative cell is picked for analysis. In many cases, it may determine feasibility of SCR. Here, using a probability approach, we analyze this problem for laser tweezers Raman spectroscopy (LTRS), a promising technique for SCR. The results suggest that two main parameters determine the success and feasibility of SCR: the probability of picking a representative cell and the number of representative cells to be picked and analyzed. Both parameters determine the number of experiments required to obtain meaningful results. The approach is verified on several particular examples of SCR.

