Publications
- 2022
- 197. Andreasson JOL, Gotrik MR, Wu MJ, Wayment-Steele HK, Kladwang W, Portela F, Wellington-Oguri R; Eterna Participants, Das R, Greenleaf WJ. (2022). Crowdsourced RNA design discovers diverse, reversible, efficient, self-contained molecular switches. Proc Natl Acad Sci U S A. 119, e2112979119. PMC9170038.
- 196. Baskar R, Chen AF, Favaro P, Reynolds W, Mueller F, Borges L, Jiang S, Park HS, Kool ET, Greenleaf WJ, Bendall SC. (2022). Integrating transcription-factor abundance with chromatin accessibility in human erythroid lineage commitment. Cell Rep Methods. 2, 100188. PMC9017139.
- 195. Zhang S, Cooper-Knock J, Weimer AK, Shi M, Moll T, Marshall JNG, Harvey C, Nezhad HG, Franklin J, Souza CDS, Ning K, Wang C, Li J, Dilliott AA, Farhan S, Elhaik E, Pasniceanu I, Livesey MR, Eitan C, Hornstein E, Kenna KP; Project MinE ALS Sequencing Consortium, Veldink JH, Ferraiuolo L, Shaw PJ, Snyder MP. (2022). Genome-wide identification of the genetic basis of amyotrophic lateral sclerosis. Neuron. 110, 992-1008. PMC9017397.
- 194. Marinov GK, Chen X, Wu T, He C, Grossman AR, Kundaje A, Greenleaf WJ. (2022). The chromatin organization of a chlorarachniophyte nucleomorph genome. Genome Biol. 23, 65. PMC8887012.
- 193. Lin Y, Wu TY, Wan S, Yang JYH, Wong WH, Wang YXR. (2022). scJoint integrates atlas-scale single-cell RNA-seq and ATAC-seq data with transfer learning. Nat Biotechnol. 40, 703-710. PMC9186323.
- 192. Ma S, Chen X, Zhu X, Tsao PS, Wong WH. (2022). Leveraging cell-type-specific regulatory networks to interpret genetic variants in abdominal aortic aneurysm. Proc Natl Acad Sci U S A. 119, e2115601119. PMC8740683.
- 191. Ferrer-Bonsoms JA, Morales X, Afshar PT, Wong WH, Rubio A. (2022). On the identifiability of the isoform deconvolution problem: application to select the proper fragment length in an RNAseq library. Bioinformatics. 38, 1491–6. PMC8896638.
- 2021
- 190. Maor-Nof M, Shipony Z, Marinov GK, Greenleaf WJ, Gitler AD.(2021). An optimized ATAC-seq protocol for genome-wide mapping of active regulatory elements in primary mouse cortical neurons. STAR Protoc. 2, 100854. PMC8496302.
- 189. Hung KL, Yost KE, Xie L, Shi Q, Helmsauer K, Luebeck J, Schöpflin R, Lange JT, Chamorro González R, Weiser NE, Chen C, Valieva ME, Wong IT, Wu S, Dehkordi SR, Duffy CV, Kraft K, Tang J, Belk JA, Rose JC, Corces MR, Granja JM, Li R, Rajkumar U, Friedlein J, Bagchi A, Satpathy AT, Tjian R, Mundlos S, Bafna V, Henssen AG, Mischel PS, Liu Z, Chang HY. (2021). ecDNA hubs drive cooperative intermolecular oncogene expression. Nature. 600, 731-736. PMC9126690.
- 188. Zou M, Duren Z, Yuan Q, Li H, Hutchins AP, Wong WH, Wang Y. (2021). MIMIC: an optimization method to identify cell type-specific marker panel for cell sorting. Brief Bioinform. 22, bbab235. PMC8575015.
- 187. Kim DS, Risca VI, Reynolds DL, Chappell J, Rubin AJ, Jung N, Donohue LKH, Lopez-Pajares V, Kathiria A, Shi M, Zhao Z, Deep H, Sharmin M, Rao D, Lin S, Chang HY, Snyder MP, Greenleaf WJ, Kundaje A, Khavari PA. (2021). The dynamic, combinatorial cis-regulatory lexicon of epidermal differentiation. Nat Genet. 53, 1564-1576. PMCID: PMC8763320.
- 186. Chen CK, Cheng R, Demeter J, Chen J, Weingarten-Gabbay S, Jiang L, Snyder MP, Weissman JS, Segal E, Jackson PK, Chang HY. (2021). Structured elements drive extensive circular RNA translation. Mol Cell. 81, 4300-4318.e13. PMC8567535.
- 185. King HW, Wells KL, Shipony Z, Kathiria AS, Wagar LE, Lareau C, Orban N, Capasso R, Davis MM, Steinmetz LM, James LK, Greenleaf WJ. (2021). Integrated single-cell transcriptomics and epigenomics reveals strong germinal center-associated etiology of autoimmune risk loci. Sci Immunol. 6, eabh3768. PMCID: PMC8859880.
- 184. Foster DS, Januszyk M, Yost KE, Chinta MS, Gulati GS, Nguyen AT, Burcham AR, Salhotra A, Ransom RC, Henn D, Chen K, Mascharak S, Tolentino K, Titan AL, Jones RE, da Silva O, Leavitt WT, Marshall CD, des Jardins-Park HE, Hu MS, Wan DC, Wernig G, Wagh D, Coller J, Norton JA, Gurtner GC, Newman AM, Chang HY, Longaker MT. (2021). Integrated spatial multiomics reveals fibroblast fate during tissue repair. Proc Natl Acad Sci U S A. 118, e2110025118. PMC8521719.
- 183. Chang HY. Personal regulome navigation of cancer. (2021). Nat Rev Cancer. 21, 609-610. PMC9169632.
- 182. Kalinowski A, Liliental J, Anker LA, Linkovski O, Culbertson C, Hall JN, Pattni R, Sabatti C, Noordsy D, Hallmayer JF, Mellins ED, Ballon JS, O'Hara R, Levinson DF, Urban AE. (2021). Increased activation product of complement 4 protein in plasma of individuals with schizophrenia. Transl Psychiatry. 11, 486. PMC8458380.
- 181. Marion-Poll L, Forêt B, Zielinski D, Massip F, Attia M, Carter AC, Syx L, Chang HY, Gendrel AV, Heard E. (2021). Locus specific epigenetic modalities of random allelic expression imbalance. Nat Commun. 12, 5330. PMC8429725.
- 180. Maas-Bauer K, Lohmeyer JK, Hirai T, Ramos TL, Fazal FM, Litzenburger UM, Yost KE, Ribado JV, Kambham N, Wenokur AS, Lin PY, Alvarez M, Mavers M, Baker J, Bhatt AS, Chang HY, Simonetta F, Negrin RS. (2021). Invariant natural killer T-cell subsets have diverse graft-versus-host-disease-preventing and antitumor effects. Blood. 138, PMC8432044.
- 179. Griffin MF, Borrelli MR, Garcia JT, Januszyk M, King M, Lerbs T, Cui L, Moore AL, Shen AH, Mascharak S, Diaz Deleon NM, Adem S, Taylor WL, desJardins-Park HE, Gastou M, Patel RA, Duoto BA, Sokol J, Wei Y, Foster D, Chen K, Wan DC, Gurtner GC, Lorenz HP, Chang HY, Wernig G, Longaker MT. (2021). JUN promotes hypertrophic skin scarring via CD36 in preclinical in vitro and in vivo models. Sci Transl Med. 13, eabb3312. PMC8988368.
- 178. Duren Z, Lu WS, Arthur JG, Shah P, Xin J, Meschi F, Li ML, Nemec CM, Yin Y, Wong WH. (2021). Sc-compReg enables the comparison of gene regulatory networks between conditions using single-cell data. Nat Commun. 12, 4763. PMC8346476.
- 177. Pierce SE, Granja JM, Corces MR, Brady JJ, Tsai MK, Pierce AB, Tang R, Chu P, Feldser DM, Chang HY, Bassik MC, Greenleaf WJ, Winslow MM. (2021). LKB1 inactivation modulates chromatin accessibility to drive metastatic progression. Nat Cell Biol. 23, 915-924. PMC8355205.
- 176. Wilk AJ, Lee MJ, Wei B, Parks B, Pi R, Martínez-Colón GJ, Ranganath T, Zhao NQ, Taylor S, Becker W; Stanford COVID-19 Biobank, Jimenez-Morales D, Blomkalns AL, O'Hara R, Ashley EA, Nadeau KC, Yang S, Holmes S, Rabinovitch M, Rogers AJ, Greenleaf WJ, Blish CA. (2021). Multi-omic profiling reveals widespread dysregulation of innate immunity and hematopoiesis in COVID-19. J Exp Med. 218, e20210582. PMC8210586.
- 175. Gennert DG, Lynn RC, Granja JM, Weber EW, Mumbach MR, Zhao Y, Duren Z, Sotillo E, Greenleaf WJ, Wong WH, Satpathy AT, Mackall CL, Chang HY. (2021). Dynamic chromatin regulatory landscape of human CAR T cell exhaustion. Proc Natl Acad Sci U S A. 118, e2104758118. PMC8325267.
- 174. Kakuk B, Tombácz D, Balázs Z, Moldován N, Csabai Z, Torma G, Megyeri K, Snyder M, Boldogkői Z. (2021). Combined nanopore and single-molecule real-time sequencing survey of human betaherpesvirus 5 transcriptome. Sci Rep. 11, 14487. PMC8280142.
- 173. Ram-Mohan N, Thair SA, Litzenburger UM, Cogill S, Andini N, Yang X, Chang HY, Yang S. (2021). Profiling chromatin accessibility responses in human neutrophils with sensitive pathogen detection. Life Sci Alliance. 4, e202000976. PMC8321655.
- 172. Liu Q, Chen S, Jiang R, Wong WH. (2021). Simultaneous deep generative modeling and clustering of single cell genomic data. Nat Mach Intell. 3, 536-544. PMC8223760.
- 171. Bahmani A, Xing Z, Krishnan V, Ray U, Mueller F, Alavi A, Tsao PS, Snyder MP, Pan C. (2021). Hummingbird: Efficient Performance Prediction for Executing Genomic Applications in the Cloud. Bioinformatics. btab161. PMID: 33693476. PMCID: In Process.
- 170. Nuñez JK, Chen J, Pommier GC, Cogan JZ, Replogle JM, Adriaens C, Ramadoss GN, Shi Q, Hung KL, Samelson AJ, Pogson AN, Kim JYS, Chung A, Leonetti MD, Chang HY, Kampmann M, Bernstein BE, Hovestadt V, Gilbert LA, Weissman JS. (2021). Genome-wide programmable transcriptional memory by CRISPR-based epigenome editing. Cell. 184, 2503-2519. PMC8376083.
- 169. Wu KE, Yost KE, Chang HY, Zou J. (2021). BABEL enables cross-modality translation between multiomic profiles at single-cell resolution. Proc Natl Acad Sci U S A. 118, e2023070118. PMC8054007.
- 168. Granja JM, Corces MR, Pierce SE, Bagdatli ST, Choudhry H, Chang HY, Greenleaf WJ. (2021). ArchR is a scalable software package for integrative single-cell chromatin accessibility analysis. Nat Genet. 53, 403-411. PMCID: PMC8012210.
- 167. Zhang S, Zhang X, Purmann C, Ma S, Shrestha A, Davis KN, Ho M, Huang Y, Pattni R, Wong WH, Bernstein JA, Hallmayer J, Urban AE. (2021). Network Effects of the 15q13.3 Microdeletion on the Transcriptome and Epigenome in Human-Induced Neurons. Biol. Psychiatry. 89, 497-509. PMID: 32919612. PMCID: In Process.
- 166. Boyle EA, Becker WR, Bai HB, Chen JS, Doudna JA, Greenleaf WJ. (2021). Quantification of Cas9 binding and cleavage across diverse guide sequences maps landscapes of target engagement. Sci Adv. 7(8):eabe5496. PMC7895440.
- 165. Maor-Nof M, Shipony Z, Lopez-Gonzalez R, Nakayama L, Zhang YJ, Couthouis J, Blum JA, Castruita PA, Linares GR, Ruan K, Ramaswami G, Simon DJ, Nof A, Santana M, Han K, Sinnott-Armstrong N, Bassik MC, Geschwind DH, Tessier-Lavigne M, Attardi LD, Lloyd TE, Ichida JK, Gao FB, Greenleaf WJ, Yokoyama JS, Petrucelli L, Gitler AD. (2021). p53 is a central regulator driving neurodegeneration caused by C9orf72 poly(PR). Cell. 184, 689-708. PMC7886018.
- 164. Yu B, Qi Y, Li R, Shi Q, Satpathy A, Chang HY. (2021). B cell-specific XIST complex enforces X-inactivation and restrains atypical B cells. bioRxiv [Preprint]. 2021 Jan 5:2021.01.03.425167. doi: 10.1101/2021.01.03.425167. Update in: Cell. 2021 Mar 11. PMC7805439.
- 2020
- 163. Kebschull JM, Richman EB, Ringach N, Friedmann D, Albarran E, Kolluru SS, Jones RC, Allen WE, Wang Y, Cho SW, Zhou H, Ding JB, Chang HY, Deisseroth K, Quake SR, Luo L. (2020). Cerebellar nuclei evolved by repeatedly duplicating a conserved cell-type set. Science. 370, eabd5059. PMC8510508.
- 162. Lu Z, Guo JK, Wei Y, Dou DR, Zarnegar B, Ma Q, Li R, Zhao Y, Liu F, Choudhry H, Khavari PA, Chang HY. (2020). Structural modularity of the XIST ribonucleoprotein complex. Nat. Commun. 11, 6163. PMC7710737.
- 161. Leavitt T, Hu MS, Borrelli MR, Januszyk M, Garcia JT, Ransom RC, Mascharak S, desJardins-Park HE, Litzenburger UM, Walmsley GG, Marshall CD, Moore AL, Duoto B, Adem S, Foster DS, Salhotra A, Shen AH, Griffin M, Shen EZ, Barnes LA, Zielins ER, Maan ZN, Wei Y, Chan CKF, Wan DC, Lorenz HP, Chang HY, Gurtner GC, Longaker MT. (2020). Prrx1 Fibroblasts Represent a Pro-fibrotic Lineage in the Mouse Ventral Dermis. Cell Rep. 33, 108356. PMC7742512.
- 160. Corces MR, Shcherbina A, Kundu S, Gloudemans MJ, Frésard L, Granja JM, Louie BH, Eulalio T, Shams S, Bagdatli ST, Mumbach MR, Liu B, Montine KS, Greenleaf WJ, Kundaje A, Montgomery SB, Chang HY, Montine TJ. (2020). Single-cell epigenomic analyses implicate candidate causal variants at inherited risk loci for Alzheimer's and Parkinson's diseases. Nat Genet. 52, 1158-1168. PMCID: PMC7606627.
- 159. Nielsen SCA, Yang F, Jackson KJL, Hoh RA, Röltgen K, Jean GH, Stevens BA, Lee JY, Rustagi A, Rogers AJ, Powell AE, Hunter M, Najeeb J, Otrelo-Cardoso AR, Yost KE, Daniel B, Nadeau KC, Chang HY, Satpathy AT, Jardetzky TS, Kim PS, Wang TT, Pinsky BA, Blish CA, Boyd SD. (2020). Human B Cell Clonal Expansion and Convergent Antibody Responses to SARS-CoV-2. Cell Host Microbe. 28, 516-525. PMC7470783.
- 158. Flynn RA, Belk JA, Qi Y, Yasumoto Y, Schmitz CO, Mumbach MR, Limaye A, Wei J, Alfajaro MM, Parker KR, Chang HY, Horvath TL, Carette JE, Bertozzi C, Wilen CB, Satpathy AT. (2020). Systematic discovery and functional interrogation of SARS-CoV-2 viral RNA-host protein interactions during infection. bioRxiv [Preprint]. 2020.10.06.327445. doi: 10.1101/2020.10.06.327445. Update in: Cell. 2021 Mar 11, PMC7553159.
- 157. Jiang L, Wang M, Lin S, Jian R, Li X, Chan J, Dong G, Fang H, Robinson AE; GTEx Consortium, Snyder MP. (2020). A Quantitative Proteome Map of the Human Body. Cell. 183, 269-283. PMC7575058.
- 156. McGuire AL, Gabriel S, Tishkoff SA, Wonkam A, Chakravarti A, Furlong EEM, Treutlein B, Meissner A, Chang HY, López-Bigas N, Segal E, Kim JS. (2020). The road ahead in genetics and genomics. Nat. Rev. Genet. 21, 581-596. PMC7444682.
- 155. Parker KR, Migliorini D, Perkey E, Yost KE, Bhaduri A, Bagga P, Haris M, Wilson NE, Liu F, Gabunia K, Scholler J, Montine TJ, Bhoj VG, Reddy R, Mohan S, Maillard I, Kriegstein AR, June CH, Chang HY, Posey AD Jr, Satpathy AT. (2020). Single-Cell Analyses Identify Brain Mural Cells Expressing CD19 as Potential Off-Tumor Targets for CAR-T Immunotherapies. Cell. 183, 126-142. PMC7640763.
- 154. Xin J, Zhang H, He Y, Duren Z, Bai C, Chen L, Luo X, Yan DS, Zhang C, Zhu X, Yuan Q, Feng Z, Cui C, Qi X, Ouzhuluobu, Wong WH, Wang Y, Su B. (2020). Chromatin accessibility landscape and regulatory network of high-altitude hypoxia adaptation. Nat. Commun. 11, 4928. PMC7529806.
- 153. Wilson KD, Ameen M, Guo H, Abilez OJ, Tian L, Mumbach MR, Diecke S, Qin X, Liu Y, Yang H, Ma N, Gaddam S, Cunningham NJ, Gu M, Neofytou E, Prado M, Hildebrandt TB, Karakikes I, Chang HY, Wu JC. (2020). Endogenous Retrovirus-Derived lncRNA BANCR Promotes Cardiomyocyte Migration in Humans and Non-human Primates. Dev Cell. 54, 694-709. PMC7529962.
- 152. Leylek R, Alcántara-Hernández M, Granja JM, Chavez M, Perez K, Diaz OR, Li R, Satpathy AT, Chang HY, Idoyaga J. (2020). Chromatin Landscape Underpinning Human Dendritic Cell Heterogeneity. Cell Rep. 32, 108180. PMC7546547.
- 151. Kim H, Nguyen NP, Turner K, Wu S, Gujar AD, Luebeck J, Liu J, Deshpande V, Rajkumar U, Namburi S, Amin SB, Yi E, Menghi F, Schulte JH, Henssen AG, Chang HY, Beck CR, Mischel PS, Bafna V, Verhaak RGW. (2020). Extrachromosomal DNA is associated with oncogene amplification and poor outcome across multiple cancers. Nat Genet. 52, 891-897. PMC7484012.
- 150. Li W, Duren Z, Jiang R, Wong WH. (2020). A method for scoring the cell type-specific impacts of noncoding variants in personal genomes. Proc. Natl. Acad. Sci. U S A. 117, 21364-21372. PMC7474608.
- 149. Paik DT, Cho S, Tian L, Chang HY, Wu JC. (2020). Single-cell RNA sequencing in cardiovascular development, disease and medicine. Nat Rev Cardiol. 17, 457-473. PMC7528042.
- 148. Wu KE, Fazal FM, Parker KR, Zou J, Chang HY. (2020). RNA-GPS Predicts SARS-CoV-2 RNA Residency to Host Mitochondria and Nucleolus. Cell Syst. 11, 102-108. PMC7305881.
- 147. Nasrallah R, Imianowski CJ, Bossini-Castillo L, Grant FM, Dogan M, Placek L, Kozhaya L, Kuo P, Sadiyah F, Whiteside SK, Mumbach MR, Glinos D, Vardaka P, Whyte CE, Lozano T, Fujita T, Fujii H, Liston A, Andrews S, Cozzani A, Yang J, Mitra S, Lugli E, Chang HY, Unutmaz D, Trynka G, Roychoudhuri R. (2020). A distal enhancer at risk locus 11q13.5 promotes suppression of colitis by Treg cells. Nature. 583, 447-452. PMC7116706.
- 146. Yang AC, Stevens MY, Chen MB, Lee DP, Stähli D, Gate D, Contrepois K, Chen W, Iram T, Zhang L, Vest RT, Chaney A, Lehallier B, Olsson N, du Bois H, Hsieh R, Cropper HC, Berdnik D, Li L, Wang EY, Traber GM, Bertozzi CR, Luo J, Snyder MP, Elias JE, Quake SR, James ML, Wyss-Coray T. (2020). Physiological blood-brain transport is impaired with age by a shift in transcytosis. Nature. 583, 425-430. PMC8331074.
- 145. Xie L, Dong P, Chen X, Hsieh TS, Banala S, De Marzio M, English BP, Qi Y, Jung SK, Kieffer-Kwon KR, Legant WR, Hansen AS, Schulmann A, Casellas R, Zhang B, Betzig E, Lavis LD, Chang HY, Tjian R, Liu Z. (2020). 3D ATAC-PALM: super-resolution imaging of the accessible genome. Nat Methods. 17, 430-436. PMC7207063.
- 144. Shipony Z, Marinov GK, Swaffer MP, Sinnott-Armstrong NA, Skotheim JM, Kundaje A, Greenleaf WJ. (2020). Long-range single-molecule mapping of chromatin accessibility in eukaryotes. Nat Methods. 17, 319-327. PMC7968351.
- 143. Robakis TK, Zhang S, Rasgon NL, Li T, Wang T, Roth MC, Humphreys KL, Gotlib IH, Ho M, Khechaduri A, Watson K, Roat-Shumway S, Budhan VV, Davis KN, Crowe SD, Ellie Williams K, Urban AE. (2020). Epigenetic signatures of attachment insecurity and childhood adversity provide evidence for role transition in the pathogenesis of perinatal depression. Transl Psychiatry. 10, 48. PMC7026105.
- 142. Trevino AE, Sinnott-Armstrong N, Andersen J, Yoon SJ, Huber N, Pritchard JK, Chang HY, Greenleaf WJ, Pașca SP. (2020). Chromatin accessibility dynamics in a model of human forebrain development. Science. 367, eaay1645. PMC7313757.
- 2019
- 141. Fang J, Ma Q, Chu C, Huang B, Li L, Cai P, Batista PJ, Tolentino KEM, Xu J, Li R, Du P, Qu K, Chang HY. (2019). PIRCh-seq: functional classification of non-coding RNAs associated with distinct histone modifications. Genome Biol. 20, 292. PMC6924075.
- 140. Lynn RC, Weber EW, Sotillo E, Gennert D, Xu P, Good Z, Anbunathan H, Lattin J, Jones R, Tieu V, Nagaraja S, Granja J, de Bourcy CFA, Majzner R, Satpathy AT, Quake SR, Monje M, Chang HY, Mackall CL. (2019). c-Jun overexpression in CAR T cells induces exhaustion resistance. Nature. 576, 293-300. PMC6944329.
- 139. Granja JM, Klemm S, McGinnis LM, Kathiria AS, Mezger A, Corces MR, Parks B, Gars E, Liedtke M, Zheng GXY, Chang HY, Majeti R, Greenleaf WJ. (2019). Single-cell multiomic analysis identifies regulatory programs in mixed-phenotype acute leukemia. Nat. Biotechnol., 37, 1458-1465. PMC7258684.
- 138. Wu S, Turner KM, Nguyen N, Raviram R, Erb M, Santini J, Luebeck J, Rajkumar U, Diao Y, Li B, Zhang W, Jameson N, Corces MR, Granja JM, Chen X, Coruh C, Abnousi A, Houston J, Ye Z, Hu R, Yu M, Kim H, Law JA, Verhaak RGW, Hu M, Furnari FB, Chang HY, Ren B, Bafna V, Mischel PS. (2019). Circular ecDNA promotes accessible chromatin and high oncogene expression. Nature, 575, 699-703. PMC7094777.
- 137. Zeng W, Chen X, Duren Z, Wang Y, Jiang R, Wong WH. (2019). DC3 is a method for deconvolution and coupled clustering from bulk and single-cell genomics data. Nat Commun., 10, 4613. PMC6787340.
- 136. Calderon D, Nguyen MLT, Mezger A, Kathiria A, Müller F, Nguyen V, Lescano N, Wu B, Trombetta J, Ribado JV, Knowles DA, Gao Z, Blaeschke F, Parent AV, Burt TD, Anderson MS, Criswell LA, Greenleaf WJ, Marson A, Pritchard JK. (2019). Landscape of stimulation responsive chromatin across diverse human immune cells. Nat Genet. 51, 1494-1505. PMC6858557.
- 135. Hilliard AT, Xie D, Ma Z, Snyder MP, Fernald RD. (2019). Genome-wide effects of social status on DNA methylation in the brain of a cichlid fish, Astatotilapia burtoni. BMC Genomics. 20, 699. PMC6737626.
- 134. Tycko J, Wainberg M, Marinov GK, Ursu O, Hess GT, Ego BK, Aradhana, Li A, Truong A, Trevino AE, Spees K, Yao D, Kaplow IM, Greenside PG, Morgens DW, Phanstiel DH, Snyder MP, Bintu L, Greenleaf WJ, Kundaje A, Bassik MC. (2019). Mitigation of off-target toxicity in CRISPR-Cas9 screens for essential non-coding elements. Nat Commun. 10, 4063. PMC6731277.
- 133. Bousard A, Raposo AC, Żylicz JJ, Picard C, Pires VB, Qi Y, Gil C, Syx L, Chang HY, Heard E, da Rocha ST. (2019). The role of Xist-mediated Polycomb recruitment in the initiation of X-chromosome inactivation. EMBO Rep. 20, e48019. PMC6776897.
- 132. Gruber JJ, Chen J, Geller B, Jäger N, Lipchik AM, Wang G, Kurian AW, Ford JM, Snyder MP. (2019). Chromatin Remodeling in Response to BRCA2-Crisis. Cell Rep. 28, 2182-2193. PMC6754178.
- 131. Bagadia P, Huang X, Liu TT, Durai V, Grajales-Reyes GE, Nitschké M, Modrusan Z, Granja JM, Satpathy AT, Briseño CG, Gargaro M, Iwata A, Kim S, Chang HY, Shaw AS, Murphy TL, Murphy KM. (2019). An Nfil3-Zeb2-Id2 pathway imposes Irf8 enhancer switching during cDC1 development. Nat Immunol. 20, 1174-1185. PMC6707889.
- 130. Satpathy AT, Granja JM, Yost KE, Qi Y, Meschi F, McDermott GP, Olsen BN, Mumbach MR, Pierce SE, Corces MR, Shah P, Bell JC, Jhutty D, Nemec CM, Wang J, Wang L, Yin Y, Giresi PG, Chang ALS, Zheng GXY, Greenleaf WJ, Chang HY. (2019). Massively parallel single-cell chromatin landscapes of human immune cell development and intratumoral T cell exhaustion. Nat Biotechnol. 37, 925-936. PMC7299161.
- 129. Yost KE, Satpathy AT, Wells DK, Qi Y, Wang C, Kageyama R, McNamara KL, Granja JM, Sarin KY, Brown RA, Gupta RK, Curtis C, Bucktrout SL, Davis MM, Chang ALS, Chang HY. (2019). Clonal replacement of tumor-specific T cells following PD-1 blockade. Nat. Med. 25, 1251-1259. PMC6689255.
- 128. Becker WR, Ober-Reynolds B, Jouravleva K, Jolly SM, Zamore PD, Greenleaf WJ. (2019). High-Throughput Analysis Reveals Rules for Target RNA Binding and Cleavage by AGO2. Mol Cell. 75, 741-755.PMC6823844.
- 127. Lee J, Termglinchan V, Diecke S, Itzhaki I, Lam CK, Garg P, Lau E, Greenhaw M, Seeger T, Wu H, Zhang JZ, Chen X, Gil IP, Ameen M, Sallam K, Rhee JW, Churko JM, Chaudhary R, Chour T, Wang PJ, Snyder MP, Chang HY, Karakikes I, Wu JC. (2019). Activation of PDGF pathway links LMNA mutation to dilated cardiomyopathy. Nature. 572, 335-340. PMC6779479.
- 126. Wu MJ, Andreasson JOL, Kladwang W, Greenleaf W, Das R.(2019). Automated Design of Diverse Stand-Alone Riboswitches. ACS Synth Biol. 8, 1838-1846. PMC6703183.
- 125. Gruber JJ, Geller B, Lipchik AM, Chen J, Salahudeen AA, Ram AN, Ford JM, Kuo CJ, Snyder MP. (2019). HAT1 Coordinates Histone Production and Acetylation via H4 Promoter Binding. Mol Cell. 75, 711-724.PMC6707831.
- 124. Fazal FM, Han S, Parker KR, Kaewsapsak P, Xu J, Boettiger AN, Chang HY, Ting AY. (2019). Atlas of Subcellular RNA Localization Revealed by APEX-Seq. Cell. 178, 473-490.PMC6786773.
- 123. Chen J, Haanpää MK, Gruber JJ, Jäger N, Ford JM, Snyder MP. (2019). High-Resolution Bisulfite-Sequencing of Peripheral Blood DNA Methylation in Early-Onset and Familial Risk Breast Cancer Patients. Clin Cancer Res. 25, 5301-5314. PMC6726519.
- 122. Mumbach MR, Granja JM, Flynn RA, Roake CM, Satpathy AT, Rubin AJ, Qi Y, Jiang Z, Shams S, Louie BH, Guo JK, Gennert DG, Corces MR, Khavari PA, Atianand MK, Artandi SE, Fitzgerald KA, Greenleaf WJ, Chang HY. (2019). HiChIRP reveals RNA-associated chromosome conformation. Nat Methods. 16, 489-492. PMC6638558.
- 121. Xu J, Nuno K, Litzenburger UM, Qi Y, Corces MR, Majeti R, Chang HY. (2019). Single-cell lineage tracing by endogenous mutations enriched in transposase accessible mitochondrial DNA. Elife. 8. pii: e45105. PMC6469926.
- 120. Van Gool F, Nguyen MLT, Mumbach MR, Satpathy AT, Rosenthal WL, Giacometti S, Le DT, Liu W, Brusko TM, Anderson MS, Rudensky AY, Marson A, Chang HY, Bluestone JA. (2019). A Mutation in the Transcription Factor Foxp3 Drives T Helper 2 Effector Function in Regulatory T Cells. Immunity. 50, 362-377. PMC6476426.
- 119. Li L, Wang Y, Torkelson JL, Shankar G, Pattison JM, Zhen HH, Fang F, Duren Z, Xin J, Gaddam S, Melo SP, Piekos SN, Li J, Liaw EJ, Chen L, Li R, Wernig M, Wong WH, Chang HY, Oro AE. (2019). TFAP2C- and p63-Dependent Networks Sequentially Rearrange Chromatin Landscapes to Drive Human Epidermal Lineage Commitment. Cell Stem Cell. 24, 271-284. PMC7135956.
- 118. Li Q, Zhao K, Bustamante CD, Ma X, Wong WH. (2019). Xrare: a machine learning method jointly modeling phenotypes and genetic evidence for rare disease diagnosis. Genet Med. 21, 2126-2134. PMC6752318.
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- 44. Csabai, Z., Takács, I.F., Snyder, M., Boldogkői, Z., Tombácz, D. (2017) Evaluation of the impact of ul54 gene-deletion on the global transcription and DNA replication of pseudorabies virus. Arch Virol. 162, 2679-94. PMC5927779.
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- 42. Chen, Y.G., Kim, M.V., Chen, X., Batista, P.J., Aoyama, S., Wilusz, J.E., Iwasaki, A., Chang, H.Y. (2017) Sensing self and foreign circular RNAs by intron identity. Molecular Cell, 67, 228-238. PMC5610545.
- 41. Cenik, C., Chua, H.N., Singh, G., Akef, A., Snyder, M.P., Palazzo, A.F., Moore, M.J., Roth, F.P. (2017) A common class of transcripts with 5'-intron depletion, distinct early coding sequence features, and N1-methyladenosine modification. RNA. 23, 270-283. PMC5311483.
- 40. Chang, J., Mancuso, M.R., Maier, C., Liang, X., Yuki, K., Yang, L., Kwong, J.W., Wang, J., Rao, V., Vallon, M., Kosinski, C., Zhang, J.J.H., Mah, A.T., Xu, L., Li, L., Gholamin, S., Reyes, T.F., Li, R., Kuhnert, F., Han, X., Yuan, J., Chiou, S-H., Brettman, A.D., Daly, L., Corney, D.C., Cheshier, S.H., Shortliffe, L.D., Wu, X., Snyder, M., Chan, P., Giffard, R.G., Chang, H.Y., Andreasson, K., Kuo, C.J. (2017) Gpr124 is essential for blood-brain barrier integrity in CNS disease. Nature Medicine, 23, 450-460. PMC5559385.
- 39. Carter, A.C., Chang, H.Y., Church, G., Dombkowski, A., Ecker, J., Gil, E., Giresi, P.G., Greely, H., Greenleaf, W.J., Hacohen, N., He, C., Hill, D.E., Ko, J., Kohane, I.S., Kundaje, A., Palmer, M., Snyder, M., Tung, J., Urban, A.E., Vidal, M., Wong, W. (2017) Challenges and recommendations for epigenomics in precision health. Nature Biotechnology, 35, 1128-1132. PMC5821229.
- 2016
- 38. Wang, Y., Jiang, R., Wong, W-H. (2016) Modeling the causal regulatory network by integrating chromatin accessibility and transcriptome data. National Science Review, 3, 240-51, PMC5501464.
- 37. Yu, K.H., Zhang, C., Berry, G.J., Altman, R.B., Ré, C., Rubin, D.L., Snyder, M. (2016) Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features. Nat. Commun., 7, 12474. PMC4990706.
- 36. Wang K., Lee C.S., Marinkovich M.P., Chang H.Y., Oro A.E., Khavari P.A. (2016). Factors That May Promote an Effective Local Research Environment. J. Invest Dermatol. 136, 1529-1531. PMC5873952.
- 35. Tombácz, D., Csabai, Z., Oláh, P., Balázs, Z., Likó, I., Zsigmond, L., Sharon, D., Snyder, M., Boldogkői, Z. (2016) Full-Length Isoform Sequencing Reveals Novel Transcripts and Substantial Transcriptional Overlaps in a Herpesvirus. PLoS One, 11, e0162868. PMC5042381.
- 34. Reuter, J.A., Spacek, D.V., Pai, R.K., Snyder, M.P. (2016) Simul-seq: combined DNA and RNA sequencing for whole-genome and transcriptome profiling. Nat Methods, 13, 953-958. PMC5734913.
- 33. Quinn, J.J., Zhang, Q.C., Georgiev, P., Ilik, I.A., Akhtar, A., Chang, H.Y. (2016) Rapid evolutionary turnover underlies conserved lncRNA-genome interactions. Genes & Development, 30, 191-207. PMC4719309. Cover article. New York Times “Telling Jewels from Junk in DNA.”
- 32. Mumbach, M.R., Rubin, A.J., Flynn, R.A., Khavari, P.A., Greenleaf, W.J., Chang, H.Y. (2016) HiChIP: Efficient and sensitive analysis of protein-directed genome architecture. Nature Methods, 13, 919-922. PMC5501173.
- 31. Lu, Z., Zhang, Q.C., Lee, B., Flynn, R.A., Smith, M.A., Robinson, J., Davidovich, C., Gooding, A.R., Goodrich, K.J., Mattick, J., Mesirov, J.P., Cech, T.R., Chang, H.Y. (2016) RNA duplex map in living cells reveals higher order transcriptome structure. Cell, 165, 1267-79. PMC5029792.
- 30. Kuleshov, V., Jiang, C., Zhou, W., Jahanbani, F., Batzoglou, S., Snyder, M. (2016) Synthetic long-read sequencing reveals intraspecies diversity in the human microbiome. Nat. Biotechnol., 34, 64-9. PMC4884093.
- 29. Kuleshov, V., Snyder, M.P., Batzoglou, S. (2016) Genome assembly from synthetic long read clouds. Bioinformatics, 32, i216-i224. PMC4908351.
- 28. Huang, W-H., Guenthner, C.J., Xu, J., Nguyen, T., Wilkinson, A.W., Gozani, O., Chang, H.Y., Shamloo, M., Luo, L. (2016) Molecular and neural functions of Rai1, the causal gene for Smith-Magenis Syndrome. Neuron, 92, 392-406. PMC5098476.
- 27. Giorgetti, L., Lajoie, B.R., Carter, A.C.,* Attia, M., Zhan, Y., Xu, J., Chen, C.J., Kaplan, N., Chang, H.Y., Heard, E., Dekker, J. (2016) Structural organization of the inactive X chromosome in the mouse. Nature, 535, 575-9. PMC5443622.
- 26. Flynn, R.A., Do, B.T., Rubin, A.J., Calo, E., Lee, B., Kuchelmeister, H., Rale, M., Chu, C., Kool, E.T., Wysocka, J., Khavari, P.A., Chang, H.Y. (2016) 7SK-BAF axis controls pervasive transcription at enhancers. Nature Structural Molecular Biology, 23, 231-8. PMC4982704.
- 25. Denny, S.K., Yang, D., Chuang, C.H., Brady, J.J., Lim, J.S., Grüner, B.M., Chiou, S.H., Schep, A.N., Baral, J., Hamard, C., Antoine, M., Wislez, M., Kong, C.S., Connolly, A.J., Park, K.S., Sage, J., Greenleaf, W.J., Winslow, M.M. (2016) Nfib Promotes Metastasis through a Widespread Increase in Chromatin Accessibility. Cell, 166, 328-342. PMC5004630.
- 24. Corces, M.R., Buenrostro, J.D., Wu, B., Greenside, P.G., Chan, S.M., Koenig, J.L., Snyder, M.P., Pritchard, J.K., Kundaje, A., Greenleaf, W.J., Majeti, R., Chang, H.Y. (2016) Lineage-specific and single cell chromatin accessibility charts human hematopoiesis and leukemia evolution. Nature Genetics, 48, 1193-203. PMC5042844.
- 23. Chen, X., Shen, Y., Draper, W., Buenrostro, J.D., Litzenburger, U., Cho, S-W., Satpathy, A., Ghosh, R.P., East-Seletsky A., Doudna, J.A., Greenleaf, W.J., Liphardt, J.T., Chang, H.Y. (2016) ATAC-see reveals the accessible genome by transposase-mediated imaging and sequencing. Nature Methods, 13, 1013-1020. PMC5509561. Highlight in Nature Reviews Genetics, “See and seq the regulome”.
- 22. Atianand, M.K., Hu, W., Satpathy, A.T., Shen, Y., Ricci, E.P., Alvarez-Dominguez, J.R., Bhatta, A., McGowan, J., S.A. Schattgen, J. Blin, J.E. Braun, P. Gandhi, M.J. Moore, Chang HY, H.F. Lodish, D.R. Caffrey, and Fitzgerald, K.A. (2016) A long noncoding RNA lincRNA-EPS acts as a transcriptional brake to restrain inflammation. Cell, 165, 1672-1685. PMC5289747.
- 21. Lu Z, Chang HY. (2016). Decoding the RNA structurome. Curr Opin Struct Biol. 36, 142-8. PMC4785074.
- 20. Araya, C.L., Cenik, C., Reuter, J.A., Kiss, G., Pande, V.S., Snyder, M.P., Greenleaf, W.J. (2016) Identification of significantly mutated regions across cancer types highlights a rich landscape of functional molecular alterations. Nature Genetics, 48, 117-25. PMC4731297.
- 2015
- 19. Tilgner, H., Jahanbani, F., Blauwkamp, T., Moshrefi, A., Jaeger, E., Chen, F., Harel, I., Bustamante, C., Rasmussen, M., Snyder, M. (2015) Comprehensive transcriptome analysis using synthetic long read sequencing reveals co-association of distant splicing events. Nature Biotech, 33, 736-42. PMC4832928.
- 18. Spitale, R.C., Flynn, R.A., Zhang, Q.C., Crisalli, P., Jung, J-W., Kuchelmeister, H.Y., Torre, E.A., Batista, P.J., Kool, E.T., Chang, H.Y. (2015) Structural imprints in vivo decode RNA regulatory mechanisms. Nature, 519, 486-90. PMC4376618.
- 17. Schep, A.N., Buenrostro, J.D., Denny, S.K., Schwartz, K., Sherlock, G., Greenleaf, W.J. (2015) Structured nucleosome fingerprints enable high-resolution mapping of chromatin architecture within regulatory regions. Genome Research, 25, 1757-70. PMC4617971.
- 16. Reuter, J.A., Spacek, D.V., Snyder, M.P. (2015) High-throughput sequencing technologies. Mol. Cell 58, 586-97. PMC4494749.
- 15. Grubert F, Zaugg J.B., Kasowski M., Ursu O., Spacek D.V., Martin A.R., Greenside P., Srivas R., Phanstiel D.H., Pekowska A., Heidari N., Euskirchen G., Huber W., Pritchard J.K., Bustamante C.D., Steinmetz L.M., Kundaje A., Snyder M. (2015). Genetic Control of Chromatin States in Humans Involves Local and Distal Chromosomal Interactions. Cell. 162, 1051-65. PMC4556133.
- 14. Qu, K., Zaba, L.C., Giresi, P.G., Li, R., Longmire, M., Kim, Y.H., Greenleaf, W.J., Chang, H.Y. (2015) Individuality and variation of personal regulomes in human T cells. Cell Systems, 1, 51-61. PMC4522940. Preview in Cell Systems. News coverage Stanford Medical Report “Women’s immune system genes operate differently from men’s”.
- 13. Phanstiel, D.H., Boyle, A.P., Heidari, N., Snyder, M.P. (2015) Mango: a bias-correcting ChIA-PET analysis pipeline. Bioinformatics, 31, 3092-8. PMC4592333.
- 12. Melton, C., Reuter, J.A., Spacek, D.V., Snyder, M. (2015) Recurrent somatic mutations in regulatory regions of human cancer genomes. Nat Genet., 47, 710-6. PMC4485503.
- 11. Mazumdar, C., Shen, Y., Xavy, S., Reinisch, A., Li, R., Zhao, F., Corces-Zimmerman, M.R., Buenrostro, J.D., Chan, S., Thomas, D., Koenig, J., Hong, W-J., Chang, H.Y., and Majeti, R. (2015) Leukemia-associated cohesin mutants dominantly enforce stem cell programs and impair human hematopoietic progenitor differentiation. Cell Stem Cell, 17, 675–688. PMC4671831.
- 10. Grow, E.J., Flynn, R.A., Chavez, S.L., Bayless, N.L., Wossidlo, M., Wesche, D., Martin, L., Ware, C., Blish, C., Chang, H.Y., Reijo Pera, R.A., Wysocka, J. (2015) Intrinsic retroviral reactivation in human pre-implantation development and pluripotent cells. Nature 522, 221-5. PMC4503379. New York Times “Ancient Viruses, Once Foes, May Now Serve as Friends.”
- 9. Chu, C., Zhang, Q.C., da Rocha, S.T., Flynn, R.A., Bharadwaj, M., Calabrese, J.M., Magnuson, T., Heard, E., Chang, H.Y. (2015) Systematic discovery of Xist RNA binding proteins. Cell, 161, 404-416. PMC4425988.
- 8. Cheloufi, S., Elling, U., Hopfgartner, B., Jung, Y., Murn, J., Badeaux, A., Blanco, A., Ang, C.E., Tenen, D., Ferrari, F., Wesche, D., Abazova, N., Hogue, M., Tasdemir, N., Rathert, P., Vidal, S., Fellner, M., Wenzel, D., Zinner, M., Stadtfeld, M., Chang, H.Y., Almouzni, G., Lowe, S.W., Rinn, J.L., Wernig, M., Shi, Y., Park, P., Penninger, J.M., Zuber, J., Hochedlinger, K. (2015) The histone chaperone CAF-1 safeguards somatic cell identity. (Article) Nature, 528, 218-224. PMC4866648.
- 7. Calo E, Flynn RA, Martin L, Spitale RC, Chang HY, Wysocka J. (2015). RNA helicase DDX21 coordinates transcription and ribosomal RNA processing. Nature. 518, 249-53. PMC4827702.
- 6. Buenrostro, J.D., Wu, B., Chang, H.Y., Greenleaf, W.J. (2015) ATAC-seq: A method for assaying chromatin accessibility genome-wide. Current Protocols in Molecular Biology, 109, 21.29.1-21.29.9. PMC4374986.
- 5. Buenrostro, J.D., Wu, B., Litzenburger, U.M., Ruff, D., Gonzales, M., Snyder, M.P., Chang, H.Y.,* Greenleaf, W.J.*. (2015) Single-cell chromatin accessibility reveals principles of regulatory variation. Nature, 523, 486-90. *corresponding authors. PMC4685948. Highlight in Nature Reviews Genetics, 2015; Nature Methods, 2015.
- 4. Huang W, Thomas B, Flynn RA, Gavzy SJ, Wu L, Kim SV, Hall JA, Miraldi ER, Ng CP, Rigo F, Meadows S, Montoya NR, Herrera NG, Domingos AI, Rastinejad F, Myers RM, Fuller-Pace FV, Bonneau R, Chang HY, Acuto O, Littman DR. (2015). DDX5 and its associated lncRNA Rmrp modulate TH17 cell effector functions. Nature. 528, 517-22. PMC4762670.
- 3. Bao, X., Rubin, A.J., Qu, K., Zhang, J., Giresi, P.G., Chang, H.Y., Khavari, P.A. (2015) A novel ATAC-seq approach reveals lineage-specific reinforcement of the open chromatin landscape via cooperation between BAF and p63. Genome Biology, 16, 284. PMC4699366.
- 2014
- 2. Esplin, E.D., Oei, L., Snyder, M.P. (2014) Personalized sequencing and the future of medicine: discovery, diagnosis and defeat of disease. Pharmacogenomics, 15, 1771-1790. PMC4336568.
- 1. Li, J., Shi, M., Ma, Z., Zhao, S., Euskirchen, G., Ziskin, J., Urban, A., Hallmayer, J., Snyder, M. (2014) Integrated systems analysis reveals a molecular network underlying autism spectrum disorders. Mol. Syst. Biol. 10, 774. PMC4300495.