Single-cell differences in matrix gene expression do not predict matrix deposition

被引:36
作者
Cote, Allison J. [1 ]
McLeod, Claire M. [1 ,2 ,3 ]
Farrell, Megan J. [1 ,2 ]
McClanahan, Patrick D. [1 ]
Dunagin, Margaret C. [1 ]
Raj, Arjun [1 ]
Mauck, Robert L. [1 ,2 ,3 ]
机构
[1] Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USA
[2] Univ Penn, Perelman Sch Med, McKay Orthopaed Res Lab, Dept Orthopaed Surg, Philadelphia, PA 19104 USA
[3] Philadelphia VA Med Ctr, Translat Musculoskeletal Res Ctr, Philadelphia, PA 19104 USA
基金
美国国家科学基金会;
关键词
MESENCHYMAL STEM-CELLS; HUMAN ARTICULAR CHONDROCYTES; MARROW STROMAL CELLS; BONE-MARROW; CHONDROGENIC DIFFERENTIATION; IN-VITRO; HETEROGENEITY; CARTILAGE; NOISE; PHENOTYPE;
D O I
10.1038/ncomms10865
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Mesenchymal stem cells (MSCs) display substantial cell-to-cell heterogeneity, complicating their use in regenerative medicine. However, conventional bulk assays mask this variability. Here we show that both chondrocytes and chondrogenically induced MSCs exhibit substantial mRNA expression heterogeneity. Single-molecule RNA FISH to measure mRNA expression of differentiation markers in single cells reveals that sister cell pairs have high levels of mRNA variability, suggesting that marker expression is not heritable. Surprisingly, this variability does not correlate with cell-to-cell differences in cartilage-like matrix production. Transcriptome-wide analysis suggests that no combination of markers can predict functional potential. De-differentiating chondrocytes also show a disconnect between mRNA expression of the cartilage marker aggrecan and cartilage-like matrix accumulation. Altogether, these quantitative analyses suggest that sorting subpopulations based on these markers would only marginally enrich the progenitor population for ' superior' MSCs. Our results suggest that instantaneous mRNA abundance of canonical markers is tenuously linked to the chondrogenic phenotype at the single-cell level.
引用
收藏
页数:13
相关论文
共 70 条
[1]   Cellular Heterogeneity: Do Differences Make a Difference? [J].
Altschuler, Steven J. ;
Wu, Lani F. .
CELL, 2010, 141 (04) :559-563
[2]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[3]   Chondrogenic differentiation of mesenchymal stem cells from bone marrow: Differentiation-dependent gene expression of matrix components [J].
Barry, F ;
Boynton, RE ;
Liu, BS ;
Murphy, JM .
EXPERIMENTAL CELL RESEARCH, 2001, 268 (02) :189-200
[4]   DEDIFFERENTIATED CHONDROCYTES REEXPRESS THE DIFFERENTIATED COLLAGEN PHENOTYPE WHEN CULTURED IN AGAROSE GELS [J].
BENYA, PD ;
SHAFFER, JD .
CELL, 1982, 30 (01) :215-224
[5]   REEXPRESSION OF CARTILAGE-SPECIFIC GENES BY DEDIFFERENTIATED HUMAN ARTICULAR CHONDROCYTES CULTURED IN ALGINATE BEADS [J].
BONAVENTURE, J ;
KADHOM, N ;
COHENSOLAL, L ;
NG, KH ;
BOURGUIGNON, J ;
LASSELIN, C ;
FREISINGER, P .
EXPERIMENTAL CELL RESEARCH, 1994, 212 (01) :97-104
[6]   Frequency-modulated nuclear localization bursts coordinate gene regulation [J].
Cai, Long ;
Dalal, Chiraj K. ;
Elowitz, Michael B. .
NATURE, 2008, 455 (7212) :485-U16
[7]   Mechanisms involved in cartilage proteoglycan catabolism [J].
Caterson, B ;
Flannery, CR ;
Hughes, GE ;
Little, CB .
MATRIX BIOLOGY, 2000, 19 (04) :333-344
[8]   Identification and Specification of the Mouse Skeletal Stem Cell [J].
Chan, Charles K. F. ;
Seo, Eun Young ;
Chen, James Y. ;
Lo, David ;
McArdle, Adrian ;
Sinha, Rahul ;
Tevlin, Ruth ;
Seita, Jun ;
Vincent-Tompkins, Justin ;
Wearda, Taylor ;
Lu, Wan-Jin ;
Senarath-Yapa, Kshemendra ;
Chung, Michael T. ;
Marecic, Owen ;
Tran, Misha ;
Yan, Kelley S. ;
Upton, Rosalynd ;
Walmsley, Graham G. ;
Lee, Andrew S. ;
Sahoo, Debashis ;
Kuo, Calvin J. ;
Weissman, Irving L. ;
Longaker, Michael T. .
CELL, 2015, 160 (1-2) :285-298
[9]   Comparison of gene expression patterns in articular cartilage and dedifferentiated articular chondrocytes [J].
Cheng, Tiffany ;
Maddox, Nicole C. ;
Wong, Andrew W. ;
Rahnama, Ruyan ;
Kuo, Alfred C. .
JOURNAL OF ORTHOPAEDIC RESEARCH, 2012, 30 (02) :234-245
[10]   A stochastic single-molecule event triggers phenotype switching of a bacterial cell [J].
Choi, Paul J. ;
Cai, Long ;
Frieda, Kirsten ;
Xie, Sunney .
SCIENCE, 2008, 322 (5900) :442-446