Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Review
. 2015 Mar 10:5:53.
doi: 10.3389/fonc.2015.00053. eCollection 2015.

Single cell transcriptomics: methods and applications

Affiliations
Review

Single cell transcriptomics: methods and applications

Itamar Kanter et al. Front Oncol. .

Abstract

Traditionally, gene expression measurements were performed on "bulk" samples containing populations of thousands of cells. Recent advances in genomic technology have made it possible to measure gene expression in hundreds of individual cells at a time. As a result, cellular properties that were previously masked in "bulk" measurements can now be observed directly. In this review, we will survey emerging technologies for single cell transcriptomics, and describe how they are used to study complex disease such as cancer, as well as other biological phenomena such as tissue regeneration, embryonic development, and immune response.

Keywords: FISH; RNA sequencing; gene expression; qPCR; single cell.

PubMed Disclaimer

Figures

Figure 1
Figure 1
A sketch of three methods for measuring single cell gene expression that were described in this manuscript: mRNA fluorescence in situ hybridization (mRNA–FISH), single cell qPCR, and single cell RNA sequencing.
Figure 2
Figure 2
Each crypt in the mammalian small intestine or colon is an independently regenerating unit. The stem cells reside at the bottom and their progeny migrate upwards as they proliferate and differentiate. In the colon, there are two main cell lineages: absorptive enterocytes and secretory goblet cells.
Figure 3
Figure 3
A sketch of the early stages of mammalian embryonic development starting from zygote, through morula (8–16 cells), to blastocyst (32–64 cells). TE, trophectoderm; ICM, inner cell mass; PE, primitive endoderm; EPI, epiblast (53).

References

    1. Saiki RK, Scharf S, Faloona F, Mullis KB, Horn GT, Erlich HA, et al. Enzymatic amplification of beta-globin genomic sequences and restriction site analysis for diagnosis of sickle cell anemia. Science (1985) 230:1350–410.1126/science.2999980 - DOI - PubMed
    1. Schena M, Shalon D, Davis RW, Brown PO. Quantitative monitoring of gene expression patterns with a complementary DNA microarray. Science (1995) 270:467–70.10.1126/science.270.5235.467 - DOI - PubMed
    1. Schena M, Shalon D, Heller R, Chai A, Brown PO, Davis RW. Parallel human genome analysis: microarray-based expression monitoring of 1000 genes. Proc Natl Acad Sci U S A (1996) 93:10614–9.10.1073/pnas.93.20.10614 - DOI - PMC - PubMed
    1. Brenner S, Johnson M, Bridgham J, Golda G, Lloyd DH, Johnson D, et al. Gene expression analysis by massively parallel signature sequencing (MPSS) on microbead arrays. Nat Biotechnol (2000) 18:630–4.10.1038/76469 - DOI - PubMed
    1. Sørlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, et al. Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci U S A (2001) 98:10869–74.10.1073/pnas.191367098 - DOI - PMC - PubMed