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Supplementary Figure 1. Chromatin immunoprecipitation (ChIP) for Smad1, Zfx and E2f1 on histone gene promoters. From left to right: ChIP for Smad1 on H1 and H4 promoters, Zfx on H1 promoter, E2f1 on H1, H2a, H2b, H3 and H4 promoters. Next three bars and right-most bars show no enrichment for these factors on Serpin promoter and on an intergenic region, both of which were used as negative controls.

Supplementary Figure 2. Fold enrichment of E2f4 in different tissues. 1.7-fold in adipocyte (P = 1.3x10-3), 1.9-fold in liver (P = 1.8x10-4), 3.1-fold in Myoblast (P < 10-15 ), 3.9-fold in ESCs (P < 10-15 ), 5.4-fold in B-cell lymphoma (P < 10-15 ) and 7.5-fold in erythroleukemia (P < 10-15 ).

Supplementary Figure 3. Read density of p300 on chromosome 13 in ESC, forebrain, midbrain and limb bud.

Supplementary Figure 4. Histone genes are enriched with histone acetylation marks. Expected Vs. observed percentage of histones genes with modification.

Supplementary Figure 5. Percentage of histone genes bound by Tet1, within each subtype.

Supplementary Figure 6. Histone genes are enriched with Med1, Med12, Smc1, Smc3, Nipbl and Tet1. Read density of various TFs within locus chr13: 21866000-21877500.

Supplementary Table 1 References to and datasets TF/Histone modification Nanog, Pou5f1, Stat3, Smad1, Sox2, Zfx, c- Myc, n-myc, Klf4, Esrrb, Tcfcp2l1, E2f1 and CTCF Med1, Med12, Nipbl, Smc1, Smc3 Atrx Brg1 p300 Tet1 Sall1 Setdb1 Tcf3, H3K79me2 Jarid2 Smad3 Cnot3, Trim28 Reference Chen X, Xu H, Yuan P, Fang F, Huss M, et al. (2008) Integration of external signaling pathways with the core transcriptional network in embryonic stem cells. Cell 133: 1106-1117. Kagey MH, Newman JJ, Bilodeau S, Zhan Y, Orlando DA, et al. (2010) Mediator and cohesin connect gene expression and chromatin architecture. Nature 467: 430-435. Law MJ, Lower KM, Voon HP, Hughes JR, Garrick D, et al. (2010) ATR-X syndrome protein targets tandem repeats and influences allele-specific expression in a size-dependent manner. Cell 143: 367-378. Ho L, Jothi R, Ronan JL, Cui K, Zhao K, et al. (2009) An embryonic stem cell chromatin remodeling complex, esbaf, is an essential component of the core pluripotency transcriptional network. Proc Natl Acad Sci U S A 106: 5187-5191. Schnetz MP, Handoko L, Akhtar-Zaidi B, Bartels CF, Pereira CF, et al. (2010) CHD7 targets active gene enhancer elements to modulate ES cell-specific gene expression. PLoS Genet 6: e1001023. Xu Y, Wu F, Tan L, Kong L, Xiong L, et al. (2011) Genome-wide regulation of 5hmC, 5mC, and gene expression by Tet1 hydroxylase in mouse embryonic stem cells. Mol Cell 42: 451-464. Karantzali E, Lekakis V, Ioannou M, Hadjimichael C, Papamatheakis J, et al. (2011) Sall1 regulates embryonic stem cell differentiation in association with nanog. J Biol Chem 286: 1037-1045. Bilodeau S, Kagey MH, Frampton GM, Rahl PB, Young RA (2009) SetDB1 contributes to repression of genes encoding developmental regulators and maintenance of ES cell state. Genes Dev 23: 2484-2489. Marson A, Levine SS, Cole MF, Frampton GM, Brambrink T, et al. (2008) Connecting microrna genes to the core transcriptional regulatory circuitry of embryonic stem cells. Cell 134: 521-533. Shen X, Kim W, Fujiwara Y, Simon MD, Liu Y, et al. (2009) Jumonji modulates polycomb activity and selfrenewal versus differentiation of stem cells. Cell 139: 1303-1314. Mullen AC, Orlando DA, Newman JJ, Loven J, Kumar RM, et al. (2011) Master transcription factors determine cell-type-specific responses to TGF-beta signaling. Cell 147: 565-576. Hu G, Kim J, Xu Q, Leng Y, Orkin SH, et al. (2009) A Type of Experiment

Ezh1 Ezh2, YY1 (ESC,NPC) CTtr9 Nr0b(Dax1), Rex1, Zfp281, Nax1, c-myc Nr5a2 Gcn5, Tip60, E2f4 Sall4a, Sall4b Smad2 p300 (limb bud, forebrain, midbrain) Smad4 E2f4 (B-cell lymphoma, myoblast, erythroleukemia) E2f4 (liver, adipocyte) genome-wide RNAi screen identifies a new transcriptional module required for self-renewal. Genes Dev 23: 837-848. Shen X, Liu Y, Hsu YJ, Fujiwara Y, Kim J, et al. (2008) EZH1 mediates methylation on histone H3 lysine 27 and complements EZH2 in maintaining stem cell identity and executing pluripotency. Mol Cell 32: 491-502. Mendenhall EM, Koche RP, Truong T, Zhou VW, Issac B, et al. (2010) GC-rich sequence elements recruit PRC2 in mammalian ES cells. PLoS Genet 6: e1001244. Ding L, Paszkowski-Rogacz M, Nitzsche A, Slabicki MM, Heninger AK, et al. (2009) A genome-scale RNAi screen for Oct4 modulators defines a role of the Paf1 complex for embryonic stem cell identity. Cell Stem Cell 4: 403-415. Kim J, Chu J, Shen X, Wang J, Orkin SH (2008) An extended transcriptional network for pluripotency of embryonic stem cells. Cell 132: 1049-1061. Heng JC, Feng B, Han J, Jiang J, Kraus P, et al. (2010) The nuclear receptor Nr5a2 can replace Oct4 in the reprogramming of murine somatic cells to pluripotent cells. Cell Stem Cell 6: 167-174. Kim J, Woo AJ, Chu J, Snow JW, Fujiwara Y, et al. (2010) A Myc network accounts for similarities between embryonic stem and cancer cell transcription programs. Cell 143: 313-324. Rao S, Zhen S, Roumiantsev S, McDonald LT, Yuan GC, et al. (2010) Differential roles of Sall4 isoforms in embryonic stem cell pluripotency. Mol Cell Biol 30: 5364-5380. L ee KL, Lim SK, Orlov YL, Yit le Y, Yang H, et al. (2011) Graded Nodal/Activin signaling titrates conversion of quantitative phospho-smad2 levels into qualitative embryonic stem cell fate decisions. PLoS Genet 7: e1002130. Visel A, Blow MJ, Li Z, Zhang T, Akiyama JA, et al. (2009) accurately predicts tissue-specific activity of enhancers. Nature 457: 854-858. Fei T, Xia K, Li Z, Zhou B, Zhu S, et al. (2010) Genome-wide mapping of Smad target genes reveals the role of BMP signaling in embryonic stem cell fate determination. Genome Res 20: 36-44. ENCODE Project Consortium, Myers RM, Stamatoyannopoulos J, Snyder M, Dunham I, Hardison RC, Bernstein BE, Gingeras TR, Kent WJ, Birney E et al. (2011) A user's guide to the encyclopedia of DNA elements (ENCODE). PLoS Biol. 9: e1001046. MacIsaac KD, Lo KA, Gordon W, Motola S, Mazor T, et al. (2010) A quantitative model of transcriptional regulation reveals the influence of binding location on expression. PLoS Comput Biol. 6: e1000773.

H3K9ac H3K27ac, H3K4me1, H3K4me3 H3K9me3, H3K27me3, H3K36me3, H4K20me3 H3K4me2 RNA Pol II Hezroni H, Sailaja BS, Meshorer E (2011) Pluripotency-related, valproic acid (VPA)-induced genome-wide histone H3 lysine 9 (H3K9) acetylation patterns in embryonic stem cells. J Biol Chem 286: 35977-35988. Creyghton MP, Cheng AW, Welstead GG, Kooistra T, Carey BW, et al. (2010) Histone H3K27ac separates active from poised enhancers and predicts developmental state. Proc Natl Acad Sci U S A 107: 21931-21936. Mikkelsen TS, et al. Genome-wide maps of chromatin state in pluripotent and lineage-committed cells. Nature. 2007;448:553 560 Meissner A, et al. Genome-scale DNA methylation maps of pluripotent and differentiated cells.nature 2008;454:766 770 Seila AC, et al. Divergent transcription from active promoters. Science 2008 322: 1849-51

Supplementary Table 2 List of primer sequences used for ChIP Name Gene Sequence Smad1_H1 Hist1h1d F: TTTCCAATCCGGCTACACAAGGTG R: CTGATTGGTGCAACACCCATGACT Smad1_H4 Hist1h4i F: TGCCTACTGGAACTAAATGCGTGC R: GCATCCTCGTTCAGTCCATAATTGGG Zfx_H1 Hist1h1a F: CTTCGTCTTGGGTATAGCTGTTGT R: ACGCTTCGCCATGTCCGAGA E2f1_H1 Hist1h1b F: AACAGCCTTAGTGATGAGCTCGGA R: TCCCGCCAAGAAGAAGACAACGAA E2f1_H2A Hist1h2ae F: TGTTTGCCACGTCCAGACATTGAC R: CGAGTATAAGTAGCTTCTCGTCTGGC E2f1_H2B Hist1h2bk F: TACCCGTGGTGTTCCTATCTGCTT R: AGGCTCAGGCATGGCGTAGAAAT E2f1_H3 Hist1h3a F: CTAGAAAGCAAGCTGGTGAGCACT R: TCATCCAATCACTATCCTTTGCAT E2f1_H4 Hist1h4n F: TGCCACGACCAGACATGATGAAGA R: TCCGGTCCGCAAGTTCCCTATAA Genic Serpin F: GCTGGAAGCACTTACTTGTGTTTCTGAAGG R: AGATCTCAGGATCAGCCACACACA Intergenic F: TGCATGTATTACTTTGTGGAATTT R: CCTTTCTCACAAACTAGCTCATTAC

Supplementary Table 3 Smad2 knockout under TGF-β stimulated and non-stimulated conditions Fold change TGF-β (+)/TGF-β (-) Affymetrix ID Gene SMAD2 WT SMAD2 KO No TGF-β stimulation Fold change (KO/WT) TGF-β stimulated 1416101_a_at Hist1h1c 0.737873149 0.704235466 0.941517167 0.898595893 1418072_at Hist1h2bc 0.306910728 1.463938269 0.69935619 3.335869997 1418366_at Hist2h2aa2 0.801716407 1.066472735 0.890625778 1.184743261 1418367_x_at Hist2h2aa1, Hist2h2aa2 0.613544909 0.844744179 0.778291065 1.071570862 1422398_at Hist1h1e 0.551664714 0.751157158 0.962108204 1.310024814 1422948_s_at H4 0.595005417 0.625437887 0.758163593 0.796941041 1424854_at Hist1h4i 0.173612409 0.532563319 0.474188387 1.454592691 1427762_x_at Hist1h2bp 0.426113019 0.414640584 0.705561456 0.686565304 1427864_at Hist1h3d 0.475922568 0.792788554 0.637373684 1.061732717 1428014_at Hist1h4h 0.664402181 0.336298388 1.081139886 0.547237218 1431231_at Hist1h3f, Hist1h3e 0.361014693 0.847387956 0.718966313 1.687586143 1435865_at Hist3h2a 0.960636278 1.003775491 0.99863314 1.043478676 1435866_s_at Hist3h2a 0.755221818 1.475319366 1.151540319 2.24952417 1438009_at Hist1h2ao 0.671653959 0.84074474 1.072548892 1.342566104 1450608_at Hist1h1t 0.176773194 0.716825815 0.472517396 1.916086142 1452540_a_at H2b 0.486336272 0.580489283 0.850570106 1.015237519 1453573_at Hist1h3d 0.159931413 0.352559734 1.153273942 2.542327027 1460314_s_at H3 0.593952162 0.480641394 0.980307947 0.793290451

Supplementary Table 4 Smad2 activation/inhibition Affymetrix ID Gene Activation fold change Inhibition fold change Controlaverage Activationaverage Inhibitionaverage 1416101_a_at Hist1h1c 0.74676259 1.175539568 347.5 259.5 408.5 1418072_at Hist1h2bc 0.934640523 1.558823529 153 143 238.5 1418366_at Hist2h2aa2 1.169491525 1.293785311 88.5 103.5 114.5 1418367_x_at Hist2h2aa1, Hist2h2aa2 1.207317073 1.317073171 123 148.5 162 1422948_s_at H4 0.942602041 1.035714286 392 369.5 406 1431231_at Hist1h3f, Hist1h3e 1.047058824 1.2 85 89 102 1435865_at Hist3h2a 0.921015515 0.936530324 354.5 326.5 332 1436994_a_at Hist1h1c 0.752066116 1.425619835 121 91 172.5 1438009_at Hist1h2ao 0.90289542 0.882508555 20601.5 18601 18181 1449482_at Hist3h2ba 0.827272727 0.909090909 55 45.5 50 1452540_a_at H2b 0.976253298 1.270888303 568.5 555 722.5 1453573_at Hist1h3d 0.689655172 0.848275862 72.5 50 61.5 1460314_s_at H3 0.881147541 0.967213115 488 430 472