
A multiply redundant genetic switch 'locks in' the transcriptional signature of regulatory t cells
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ABSTRACT The transcription factor Foxp3 participates dominantly in the specification and function of Foxp3+CD4+ regulatory T cells (Treg cells) but is neither strictly necessary nor
sufficient to determine the characteristic Treg cell signature. Here we used computational network inference and experimental testing to assess the contribution of other transcription
factors to this. Enforced expression of Helios or Xbp1 elicited distinct signatures, but Eos, IRF4, Satb1, Lef1 and GATA-1 elicited exactly the same outcome, acting in synergy with Foxp3 to
activate expression of most of the Treg cell signature, including key transcription factors, and enhancing occupancy by Foxp3 at its genomic targets. Conversely, the Treg cell signature was
robust after inactivation of any single cofactor. A redundant genetic switch thus 'locked in' the Treg cell phenotype, a model that would account for several aspects of Treg cell
physiology, differentiation and stability. Access through your institution Buy or subscribe This is a preview of subscription content, access via your institution ACCESS OPTIONS Access
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subscriptions * Read our FAQs * Contact customer support SIMILAR CONTENT BEING VIEWED BY OTHERS RUNX FACTORS LAUNCH T CELL AND INNATE LYMPHOID PROGRAMS VIA DIRECT AND GENE NETWORK-BASED
MECHANISMS Article 10 August 2023 CENTRAL CONTROL OF DYNAMIC GENE CIRCUITS GOVERNS T CELL REST AND ACTIVATION Article Open access 11 December 2024 FUNCTIONAL CRISPR DISSECTION OF GENE
NETWORKS CONTROLLING HUMAN REGULATORY T CELL IDENTITY Article 28 September 2020 ACCESSION CODES PRIMARY ACCESSIONS GENE EXPRESSION OMNIBUS * GSE13306 * GSE40278 * GSE7460 * GSE7596 * GSE7852
REFERENCES * Sakaguchi, S., Yamaguchi, T., Nomura, T. & Ono, M. Regulatory T cells and immune tolerance. _Cell_ 133, 775–787 (2008). Article CAS PubMed Google Scholar * Feuerer, M.
et al. Lean, but not obese, fat is enriched for a unique population of regulatory T cells that affect metabolic parameters. _Nat. Med._ 15, 930–939 (2009). Article CAS PubMed PubMed
Central Google Scholar * Josefowicz, S.Z., Lu, L.F., Rudensky, A.Y. & Regulatory, T. Cells: Mechanisms of differentiation and function. _Annu. Rev. Immunol._ 30, 531–564 (2012).
Article CAS PubMed PubMed Central Google Scholar * Curotto de Lafaille, M.A. & Lafaille, J.J. Natural and adaptive foxp3+ regulatory T cells: more of the same or a division of
labor? _Immunity_ 30, 626–635 (2009). Article CAS PubMed Google Scholar * Duarte, J.H. et al. Natural Treg cells spontaneously differentiate into pathogenic helper cells in lymphopenic
conditions. _Eur. J. Immunol._ 39, 948–955 (2009). Article CAS PubMed Google Scholar * Tsuji, M. et al. Preferential generation of follicular B helper T cells from Foxp3+ T cells in gut
Peyer's patches. _Science_ 323, 1488–1492 (2009). Article CAS PubMed Google Scholar * Murai, M. et al. Interleukin 10 acts on regulatory T cells to maintain expression of the
transcription factor Foxp3 and suppressive function in mice with colitis. _Nat. Immunol._ 10, 1178–1184 (2009). Article CAS PubMed PubMed Central Google Scholar * Zhou, X. et al.
Instability of the transcription factor Foxp3 leads to the generation of pathogenic memory T cells _in vivo_. _Nat. Immunol._ 10, 1000–1007 (2009). Article CAS PubMed PubMed Central
Google Scholar * Rubtsov, Y.P. et al. Stability of the regulatory T cell lineage _in vivo_. _Science_ 329, 1667–1671 (2010). Article CAS PubMed PubMed Central Google Scholar * Komatsu,
N. et al. Heterogeneity of natural Foxp3+ T cells: a committed regulatory T-cell lineage and an uncommitted minor population retaining plasticity. _Proc. Natl. Acad. Sci. USA_ 106,
1903–1908 (2009). Article CAS PubMed PubMed Central Google Scholar * Hill, J.A. et al. Foxp3 transcription-factor-dependent and -independent regulation of the regulatory T cell
transcriptional signature. _Immunity_ 27, 786–800 (2007). Article CAS PubMed Google Scholar * Feuerer, M., Hill, J.A., Mathis, D. & Benoist, C. Foxp3+ regulatory T cells:
differentiation, specification, subphenotypes. _Nat. Immunol._ 10, 689–695 (2009). Article CAS PubMed Google Scholar * Vignali, D.A., Collison, L.W. & Workman, C.J. How regulatory T
cells work. _Nat. Rev. Immunol._ 8, 523–532 (2008). Article CAS PubMed PubMed Central Google Scholar * Ziegler, S.F. FOXP3: of mice and men. _Annu. Rev. Immunol._ 24, 209–226 (2006).
Article CAS PubMed Google Scholar * Hori, S., Nomura, T. & Sakaguchi, S. Control of regulatory T cell development by the transcription factor Foxp3. _Science_ 299, 1057–1061 (2003).
Article CAS PubMed Google Scholar * Fontenot, J.D. et al. Regulatory T cell lineage specification by the forkhead transcription factor foxp3. _Immunity_ 22, 329–341 (2005). CAS PubMed
Google Scholar * Gavin, M.A. et al. Foxp3-dependent programme of regulatory T-cell differentiation. _Nature_ 445, 771–775 (2007). Article CAS PubMed Google Scholar * Lin, W. et al.
Regulatory T cell development in the absence of functional Foxp3. _Nat. Immunol._ 8, 359–368 (2007). Article CAS PubMed Google Scholar * Otsubo, K. et al. Identification of
FOXP3-negative regulatory T-like (CD4+CD25+CD127low) cells in patients with immune dysregulation, polyendocrinopathy, enteropathy, X-linked syndrome. _Clin. Immunol._ 141, 111–120 (2011).
Article CAS PubMed Google Scholar * Sugimoto, N. et al. Foxp3-dependent and -independent molecules specific for CD25+CD4+ natural regulatory T cells revealed by DNA microarray analysis.
_Int. Immunol._ 18, 1197–1209 (2006). Article CAS PubMed Google Scholar * Ono, M. et al. Foxp3 controls regulatory T-cell function by interacting with AML1/Runx1. _Nature_ 446, 685–689
(2007). Article CAS PubMed Google Scholar * Wu, Y. et al. FOXP3 controls regulatory T cell function through cooperation with NFAT. _Cell_ 126, 375–387 (2006). Article CAS PubMed
Google Scholar * Pan, F. et al. Eos mediates Foxp3-dependent gene silencing in CD4+ regulatory T cells. _Science_ 325, 1142–1146 (2009). Article CAS PubMed PubMed Central Google Scholar
* Zheng, Y. et al. Regulatory T-cell suppressor program co-opts transcription factor IRF4 to control TH2 responses. _Nature_ 458, 351–356 (2009). Article CAS PubMed PubMed Central
Google Scholar * Zhou, L. et al. TGF-β-induced Foxp3 inhibits TH17 cell differentiation by antagonizing RORγt function. _Nature_ 453, 236–240 (2008). Article CAS PubMed PubMed Central
Google Scholar * Beyer, M. et al. Repression of the genome organizer SATB1 in regulatory T cells is required for suppressive function and inhibition of effector differentiation. _Nat.
Immunol._ 12, 898–907 (2011). Article CAS PubMed PubMed Central Google Scholar * Chaudhry, A. et al. CD4+ regulatory T cells control TH17 responses in a Stat3-dependent manner.
_Science_ 326, 986–991 (2009). Article CAS PubMed PubMed Central Google Scholar * Shi, L.Z. et al. HIF1α-dependent glycolytic pathway orchestrates a metabolic checkpoint for the
differentiation of TH17 and Treg cells. _J. Exp. Med._ 208, 1367–1376 (2011). Article CAS PubMed PubMed Central Google Scholar * Dang, E.V. et al. Control of TH17/Treg balance by
hypoxia-inducible factor 1. _Cell_ 146, 772–784 (2011). Article CAS PubMed PubMed Central Google Scholar * Koch, M.A. et al. The transcription factor T-bet controls regulatory T cell
homeostasis and function during type 1 inflammation. _Nat. Immunol._ 10, 595–602 (2009). Article CAS PubMed PubMed Central Google Scholar * Wang, Y., Souabni, A., Flavell, R.A. &
Wan, Y.Y. An intrinsic mechanism predisposes Foxp3-expressing regulatory T cells to Th2 conversion _in vivo_. _J. Immunol._ 185, 5983–5992 (2010). Article CAS PubMed Google Scholar *
Gardner, T.S. & Faith, J.J. Reverse-engineering transcription control networks. _Phys. Life Rev._ 2, 65–88 (2010). Article Google Scholar * Basso, K. et al. Reverse engineering of
regulatory networks in human B cells. _Nat. Genet._ 37, 382–390 (2005). Article CAS PubMed Google Scholar * Battle, A., Segal, E. & Koller, D. Probabilistic discovery of overlapping
cellular processes and their regulation. _J. Comput. Biol._ 12, 909–927 (2005). Article CAS PubMed Google Scholar * Faith, J.J. et al. Large-scale mapping and validation of _Escherichia
coli_ transcriptional regulation from a compendium of expression profiles. _PLoS Biol._ 5, e8 (2007). Article PubMed PubMed Central Google Scholar * Thornton, A.M. et al. Expression of
Helios, an Ikaros transcription factor family member, differentiates thymic-derived from peripherally induced Foxp3+ T regulatory cells. _J. Immunol._ 184, 3433–3441 (2010). Article CAS
PubMed Google Scholar * Yu, C. et al. Targeted deletion of a high-affinity GATA-binding site in the GATA-1 promoter leads to selective loss of the eosinophil lineage _in vivo_. _J. Exp.
Med._ 195, 1387–1395 (2002). Article CAS PubMed PubMed Central Google Scholar * Lee, A.H., Scapa, E.F., Cohen, D.E. & Glimcher, L.H. Regulation of hepatic lipogenesis by the
transcription factor XBP1. _Science_ 320, 1492–1496 (2008). Article CAS PubMed PubMed Central Google Scholar * Cai, Q. et al. Helios deficiency has minimal impact on T cell development
and function. _J. Immunol._ 183, 2303–2311 (2009). Article CAS PubMed Google Scholar * Giraud, M. et al. Aire unleashes stalled RNA polymerase to induce ectopic gene expression in thymic
epithelial cells. _Proc. Natl. Acad. Sci. USA_ 109, 535–540 (2012). Article CAS PubMed Google Scholar * Johnson, A.D. et al. λ Repressor and cro—components of an efficient molecular
switch. _Nature_ 294, 217–223 (1981). Article CAS PubMed Google Scholar * Pittenger, C. & Kandel, E. A genetic switch for long-term memory. _C.R. Acad. Sci. III_ 321, 91–96 (1998).
Article CAS PubMed Google Scholar * Iliopoulos, D., Hirsch, H.A. & Struhl, K. An epigenetic switch involving NF-κB, Lin28, Let-7 MicroRNA, and IL6 links inflammation to cell
transformation. _Cell_ 139, 693–706 (2009). Article CAS PubMed PubMed Central Google Scholar * Young, R.A. Control of the embryonic stem cell state. _Cell_ 144, 940–954 (2011). Article
CAS PubMed PubMed Central Google Scholar * Huehn, J., Polansky, J.K. & Hamann, A. Epigenetic control of FOXP3 expression: the key to a stable regulatory T-cell lineage? _Nat. Rev.
Immunol._ 9, 83–89 (2009). Article CAS PubMed Google Scholar * Lio, C.W. & Hsieh, C.S. A two-step process for thymic regulatory T cell development. _Immunity_ 28, 100–111 (2008). CAS
PubMed PubMed Central Google Scholar * Burchill, M.A. et al. Linked T cell receptor and cytokine signaling govern the development of the regulatory T cell repertoire. _Immunity_ 28,
112–121 (2008). CAS PubMed PubMed Central Google Scholar * Hill, J.A. et al. Retinoic acid enhances Foxp3 induction indirectly by relieving inhibition from CD4+CD44hi Cells. _Immunity_
29, 758–770 (2008). Article CAS PubMed PubMed Central Google Scholar * Reich, M. et al. GenePattern 2.0. _Nat. Genet._ 38, 500–501 (2006). Article CAS PubMed Google Scholar * Rahl,
P.B. et al. c-Myc regulates transcriptional pause release. _Cell_ 141, 432–445 (2010). Article CAS PubMed PubMed Central Google Scholar Download references ACKNOWLEDGEMENTS We thank R.
Samstein and A. Rudensky for the unpublished ChIP-seq data; S. Smale (University of California, Los Angeles) for mouse cDNA encoding Helios; M. Calderwood and the Center for Cancer Systems
Biology for expression cDNA; P. Rahl for advice on ChIP-Seq; J. Ericson, S. Davis, H. Paik and R. Cruse for genomic data analysis; H. Chen and Q. Cai for experimental support; and J.
LaVecchio and G. Buruzala for sorting. This work benefited from public data generated by the Immunological Genome Project consortium. Supported by the US National Institutes of Health
(AI051530 to C.B. and D.M.; AI072073 to C.B., D.M. and J.C.; training grant T32 DK7260 for support of M.S.F.; and 3R24AI072073-03S1 for support of A.E.), GlaxoSmithKline, the Damon Runyon
Cancer Research Foundation (S.H.), the American Diabetes Association (7-07-BETA-14 to W.F.) and the Canadian Institutes of Health Research (J.H.). AUTHOR INFORMATION Author notes * Jonathan
A Hill & Sokol Haxhinasto Present address: Present addresses: Tempero Pharmaceuticals, Cambridge, Massachusetts, USA (J.A.H.), and Boehringer Ingelheim Pharmaceuticals, Ridgefield,
Connecticut, USA (S.H.)., * Ayla Ergun and Ting Lu: These authors contributed equally to this work. AUTHORS AND AFFILIATIONS * Division of Immunology, Department of Microbiology and
Immunobiology, Harvard Medical School, Boston, Massachusetts, USA Wenxian Fu, Ayla Ergun, Jonathan A Hill, Sokol Haxhinasto, Marlys S Fassett, Diane Mathis & Christophe Benoist *
Department of Biomedical Engineering, Howard Hughes Medical Institute, and Center for BioDynamics, Boston University, Boston, Massachusetts, USA Ayla Ergun, Ting Lu & James J Collins *
Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA Ting Lu * Immune Disease Institute, Program in Cellular and Molecular Medicine,
Children's Hospital Boston, Boston, Massachusetts, USA Roi Gazit & Derrick Rossi * Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston,
Massachusetts, USA Stanley Adoro & Laurie Glimcher * Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France Susan Chan & Philippe Kastner Authors * Wenxian
Fu View author publications You can also search for this author inPubMed Google Scholar * Ayla Ergun View author publications You can also search for this author inPubMed Google Scholar *
Ting Lu View author publications You can also search for this author inPubMed Google Scholar * Jonathan A Hill View author publications You can also search for this author inPubMed Google
Scholar * Sokol Haxhinasto View author publications You can also search for this author inPubMed Google Scholar * Marlys S Fassett View author publications You can also search for this
author inPubMed Google Scholar * Roi Gazit View author publications You can also search for this author inPubMed Google Scholar * Stanley Adoro View author publications You can also search
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also search for this author inPubMed Google Scholar * Philippe Kastner View author publications You can also search for this author inPubMed Google Scholar * Derrick Rossi View author
publications You can also search for this author inPubMed Google Scholar * James J Collins View author publications You can also search for this author inPubMed Google Scholar * Diane Mathis
View author publications You can also search for this author inPubMed Google Scholar * Christophe Benoist View author publications You can also search for this author inPubMed Google
Scholar CONTRIBUTIONS W.F., A.E., T.L., M.S.F., J.A.H., S.A., J.J.C., D.M. and C.B. designed experiments; W.F., J.A.H., S.H., M.S.F. and R.G. did experiments; A.E. and T.L. did computation;
L.G., S.C., P.K. and D.R. provided mice and advice; and W.F., A.E., T.L., J.A.H., R.G., M.S.F., J.J.C., D.M. and C.B. analyzed data and wrote manuscript. CORRESPONDING AUTHORS Correspondence
to Diane Mathis or Christophe Benoist. ETHICS DECLARATIONS COMPETING INTERESTS The authors declare no competing financial interests. SUPPLEMENTARY INFORMATION SUPPLEMENTARY TEXT AND FIGURES
Supplementary Figures 1–8 and Note (PDF 2747 kb) SUPPLEMENTARY TABLE 1 Cell samples use for CLR prediction. (XLSX 16 kb) SUPPLEMENTARY TABLE 2 CLR predicted TFs and the number of genes they
influence in the Treg signature. (XLSX 13 kb) SUPPLEMENTARY TABLE 3 Expression of Treg signature genes in Tconv cells transduced with different retroviruses, as indicated. (XLSX 70 kb)
SUPPLEMENTARY TABLE 4 Expression of endogenous TFs in transduced cells (FoldChange from control). (XLSX 11 kb) SUPPLEMENTARY TABLE 5 Summary and primary data for ChIP-seq. (XLSX 9 kb)
SUPPLEMENTARY TABLE 6 Genome-wide FoxP3 binding in Tconv cells transduced with FoxP3, or FoxP3+GATA1. (XLSX 1187 kb) RIGHTS AND PERMISSIONS Reprints and permissions ABOUT THIS ARTICLE CITE
THIS ARTICLE Fu, W., Ergun, A., Lu, T. _et al._ A multiply redundant genetic switch 'locks in' the transcriptional signature of regulatory T cells. _Nat Immunol_ 13, 972–980
(2012). https://doi.org/10.1038/ni.2420 Download citation * Received: 13 February 2012 * Accepted: 13 August 2012 * Published: 09 September 2012 * Issue Date: October 2012 * DOI:
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