Single cell cytometry of protein function in RNAi treated cells and in native populations

被引:10
作者
LaPan, Peter [2 ]
Zhang, Jing [1 ]
Pan, Jing [1 ]
Hill, Andrew [3 ]
Haney, Steven A. [1 ,4 ]
机构
[1] Wyeth Ayerst Res, Oncol Res, Dept Biol Technol, Cambridge, MA 02140 USA
[2] Wyeth Ayerst Res, Sect Biol Res, Dept Biol Technol, Cambridge, MA 02140 USA
[3] Wyeth Ayerst Res, Bioinformat, Dept Biol Technol, Cambridge, MA 02140 USA
[4] Pfizer Res Technol Ctr, Cambridge, MA 02139 USA
关键词
D O I
10.1186/1471-2121-9-43
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Background: High Content Screening has been shown to improve results of RNAi and other perturbations, however significant intra-sample heterogeneity is common and can complicate some analyses. Single cell cytometry can extract important information from subpopulations within these samples. Such approaches are important for immune cells analyzed by flow cytometry, but have not been broadly available for adherent cells that are critical to the study of solid-tumor cancers and other disease models. Results: We have directly quantitated the effect of resolving RNAi treatments at the single cell level in experimental systems for both exogenous and endogenous targets. Analyzing the effect of an siRNA that targets GFP at the single cell level permits a stronger measure of the absolute function of the siRNA by gating to eliminate background levels of GFP intensities. Extending these methods to endogenous proteins, we have shown that well-level results of the knockdown of PTEN results in an increase in phospho-S6 levels, but at the single cell level, the correlation reveals the role of other inputs into the pathway. In a third example, reduction of STAT3 levels by siRNA causes an accumulation of cells in the GI phase of the cell cycle, but does not induce apoptosis or necrosis when compared to control cells that express the same levels of STAT3. In a final example, the effect of reduced p53 levels on increased adriamycin sensitivity for colon carcinoma cells was demonstrated at the whole-well level using siRNA knockdown and in control and untreated cells at the single cell level. Conclusion: We find that single cell analysis methods are generally applicable to a wide range of experiments in adherent cells using technology that is becoming increasingly available to most laboratories. It is well-suited to emerging models of signaling dysfunction, such as oncogene addition and oncogenic shock. Single cell cytometry can demonstrate effects on cell function for protein levels that differ by as little as 20%. Biological differences that result from changes in protein level or pathway activation state can be modulated directly by RNAi treatment or extracted from the natural variability intrinsic to cells grown under normal culture conditions.
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页数:17
相关论文
共 87 条
[41]   Expression profiling reveals off-target gene regulation by RNAi [J].
Jackson, AL ;
Bartz, SR ;
Schelter, J ;
Kobayashi, SV ;
Burchard, J ;
Mao, M ;
Li, B ;
Cavet, G ;
Linsley, PS .
NATURE BIOTECHNOLOGY, 2003, 21 (06) :635-637
[42]  
JACKSON AL, 2006, RNA, V12, P1
[43]   The response of human epithelial cells to TNF involves an inducible autocrine cascade [J].
Janes, KA ;
Gaudet, S ;
Albeck, JG ;
Nielsen, UB ;
Lauffenburger, DA ;
Sorger, PK .
CELL, 2006, 124 (06) :1225-1239
[44]   Systems model of signaling identifies a molecular basis set for cytokine-induced apoptosis [J].
Janes, KA ;
Albeck, JG ;
Gaudet, S ;
Sorger, PK ;
Lauffenburger, DA ;
Yaffe, MB .
SCIENCE, 2005, 310 (5754) :1646-1653
[45]   Functional interaction of H2AX, NBS1, and p53 in ATM-dependent DNA damage responses and tumor suppression [J].
Kang, J ;
Ferguson, D ;
Song, H ;
Bassing, C ;
Eckersdorff, M ;
Alt, FW ;
Xu, Y .
MOLECULAR AND CELLULAR BIOLOGY, 2005, 25 (02) :661-670
[46]   An endoribonuclease-prepared siRNA screen in human cells identifies genes essential for cell division [J].
Kittler, R ;
Putz, G ;
Pelletier, L ;
Poser, I ;
Heninger, AK ;
Drechsel, D ;
Fischer, S ;
Konstantinova, I ;
Habermann, B ;
Grabner, H ;
Yaspo, ML ;
Himmelbauer, H ;
Korn, B ;
Neugebauer, K ;
Pisabarro, MT ;
Buchholz, F .
NATURE, 2004, 432 (7020) :1036-1040
[47]   Both Rb/p16INK4a inactivation and telomerase activity are required to immortalize human epithelial cells [J].
Kiyono, T ;
Foster, SA ;
Koop, JI ;
McDougall, JK ;
Galloway, DA ;
Klingelhutz, AJ .
NATURE, 1998, 396 (6706) :84-88
[48]   Knockdown of STAT3 expression by RNAi induces apoptosis in astrocytoma cells [J].
Konnikova, L ;
Kotecki, M ;
Kruger, MM ;
Cochran, BH .
BMC CANCER, 2003, 3 (1)
[49]   Analysis of protein phosphorylation and cellular signaling events by flow cytometry: techniques and clinical applications [J].
Krutzik, PO ;
Irish, JM ;
Nolan, GP ;
Perez, OD .
CLINICAL IMMUNOLOGY, 2004, 110 (03) :206-221
[50]   Cellular imaging in drug discovery [J].
Lang, P ;
Yeow, K ;
Nichols, A ;
Scheer, A .
NATURE REVIEWS DRUG DISCOVERY, 2006, 5 (04) :343-356