Perspectives on ENCODE

The Encylopedia of DNA Elements (ENCODE) Project launched in 2003 with the long-term goal of developing a comprehensive map of functional elements in the human genome. These included genes, biochemical regions associated with gene regulation (for example, transcription factor binding sites, open chromatin, and histone marks) and transcript isoforms. The marks serve as sites for candidate cis-regulatory elements (cCREs) that may serve functional roles in regulating gene expression1. The project has been extended to model organisms, particularly the mouse. In the third phase of ENCODE, nearly a million and more than 300,000 cCRE annotations have been generated for human and mouse, respectively, and these have provided a valuable resource for the scientific community. The authors summarize the history of the ENCODE Project, the achievements of ENCODE 1 and ENCODE 2, and how the new data generated and analysed in ENCODE 3 complement the previous phases.

Xintao Wei | Christopher B. Burge | Jason Liu | Donghoon Lee | Jose Davila-Velderrain | Alfonso Valencia | Mingxiang Teng | Jane Loveland | Rabi Murad | Manolis Kellis | Zhiping Weng | Daniel S. Kim | Anshul Kundaje | Daniel R. Zerbino | Joel Armstrong | Benedict Paten | Bing Ren | Ruth Bennett | Yongjin Park | Eric Lécuyer | Paul Flicek | Matthew Hardy | Jie Zhai | J. Michael Cherry | Ed Griffiths | Jennifer L. Harrow | Feng Yue | Thomas R. Gingeras | Christina S. Leslie | Kevin P. White | David K. Gifford | Bradley E. Bernstein | Axel Visel | Kai Zhang | Matthew D. Edwards | Michael J. Purcaro | Tommi Jaakkola | Emery H. Bresnick | Colin N. Dewey | Sunduz Keles | Shuo Shan | Mark Diekhans | Len A. Pennacchio | Wouter Meuleman | Jonathan M. Mudge | Hendrik Weisser | Jyoti S. Choudhary | Oana Ursu | Timothy R. Hughes | Tatsunori B. Hashimoto | Daniel Barrell | X. Shirley Liu | Pouya Kheradpour | John W. Whitaker | Charles B. Epstein | Shane J. Neph | Kyle T. Siebenthall | Bo Zhang | Peggy J. Farnham | Joseph R. Ecker | John A. Stamatoyannopoulos | Anurag Sethi | Nastaran Heidari | Alon Goren | Chongzhi Zang | Clifford A. Meyer | Michael L. Tress | Maria Gutierrez-Arcelus | Jonathan K. Pritchard | William S. Noble | Koon-Kiu Yan | Yuheng Lu | Alexander Dobin | Roderic Guigó | Benjamin C. Hitz | J. Seth Strattan | Yin Shen | Andrew Emili | Ross C. Hardison | Jose Manuel Rodriguez | Shaoke Lou | Dongjun Chung | Xiang-Dong Fu | Mengchi Wang | Tao Wang | Daniel Bates | Eric Rynes | Anand Bhaskar | Jorg Drenkow | Dmitri D. Pervouchine | Yuri Pritykin | Carrie A. Davis | Timothy R. Dreszer | Cricket A. Sloan | Idan Gabdank | Kristin G. Ardlie | Morgan Diegel | Jessica Halow | Eric Haugen | Audra Johnson | Shin Lin | Fidencio J. Neri | Michael P. Snyder | Helen M. Moore | Simona Volpi | Mark B. Gerstein | Soumya Raychaudhuri | Xinshu Xiao | Baikang Pei | Wei Wang | Shawn Levy | Arif Harmanci | Zhizhuo Zhang | Bronwen L. Aken | Gene W. Yeo | Yupeng He | Alan P. Boyle | Harm-Jan Westra | Iakes Ezkurdia | Maxwell W. Libbrecht | Lixia Jiang | Andrew Nishida | Shaliu Fu | Adam Frankish | Ali Mortazavi | Camden Jansen | Nicole C El-Ali | Declan Clarke | Michael A. Beer | David M. Gilbert | Sherman M. Weissman | Joel Rozowsky | Yanxiao Zhang | Gosia Trynka | Taylor Young | Alexandre Reymond | Lijun Zhan | Esther T. Chan | Aditi K. Narayanan | Peng Zhang | Brenton R. Graveley | Shawn M. Gillespie | Toby Hunt | Juan Carlos Rivera-Mulia | Federico Abascal | Eilon Sharon | Nathan Boley | Jing Zhang | Yan Liu | Hui Huang | Haoyang Zeng | Igor Antoshechkin | Alex P. Reynolds | Jeff Vierstra | Noam Shoresh | Hakan Ozadam | Bryan R. Lajoie | Christoph N. Schlaffner | Peng He | Brian A. Williams | Georgi K. Marinov | Henry Amrhein | Ingrid Plajzer-Frick | Veena Afzal | Diane E. Dickel | Anna Vlasova | Ulugbek K. Baymuradov | Kathrina C. Onate | Jason A. Hilton | David M. Bodine | Stephen Fitzgerald | Job Dekker | Brian S. Roberts | Manu Setty | Christopher M. Vockley | Timothy E. Reddy | Sushant Kumar | Fabio C. P. Navarro | Irwin Jungreis | Nicole C. El-Ali | Chris Zaleski | Mengting Gu | Eva Maria Novoa | Anne-Maud Ferreira | Elisabeth F. Heuston | Tejaswini Mishra | Cheryl A. Keller | Junko Tsuji | Tyler Borrman | Stephen Dalton | Minyi Shi | Marie-Marthe Suner | Yang I. Li | Osagie G. Izuogu | Richard I. Sherwood | Guoqing Zhong | Cristina Sisu | Alexandra Bignell | Jacqueline Chrast | Nisha Rajagopal | Jinrui Xu | Alec Victorsen | Elise A. Feingold | Michael J. Pazin | Xiao-Ou Zhang | Andre Wildberg | Iros Barozzi | Momoe Kato | Elizabeth Lee | Manoj Hariharan | Gabriel A. Pratt | Bo Ding | Claire Davidson | Ying Li | Vishnu Dileep | Trupti Kawli | Omar Al Jammal | Galip Gürkan Yardımcı | Robert J. Klein | Gamze Gursoy | Yuchun Guo | Graham McVicker | Rene Welch | Jost Vielmetter | Valentina Snetkova | Anil Raj | Forrest Y. Tanaka | Tyler H. Garvin | Jennifer A. Akiyama | Belinda M. Giardine | Jin Lian | Nina Farrell | Barbara Wold | Keri Elkins | Alden Deran | Jennifer R. Moran | Shashank Sathe | Michael O. Duff | Sebastian Preissl | Bronwen Aken | Lijia Ma | Jennifer Moran | Maya Kasowski | Yotam Drier | Tahin Syed | Fabian Grubert | Jurijs Nazarovs | Vu Ngo | Lijun Zhang | Chuan Sheng Foo | Fergal J. Martin | T. Jaakkola | M. Duff | M. Gerstein | Z. Weng | J. Cherry | Fabian Grubert | J. Harrow | A. Frankish | J. Gonzalez | M. Diekhans | D. Barrell | A. Bignell | T. Hunt | M. Kay | Gloria Despacio-Reyes | J. Chrast | M. Tress | J. Rodriguez | I. Ezkurdia | Manolis Kellis | A. Reymond | R. Guigó | T. Hubbard | R. Sandstrom | D. Dickel | B. Williams | A. Mortazavi | B. Wold | D. Zerbino | A. Kundaje | D. Gifford | R. Myers | Hao Wang | J. Pritchard | S. Keleş | Chuan-Sheng Foo | C. Burge | A. Visel | Haoyang Zeng | C. Leslie | A. van der Velde | A. Emili | Irwin Jungreis | J. Greenblatt | K. Ardlie | P. Good | M. Purcaro | Lijia Ma | Shin Lin | R. Kaul | E. Haugen | S. Weissman | Jeffrey A. Thomas | R. Hasz | S. Volpi | M. Groudine | Anil Raj | M. Setty | E. Lécuyer | R. Sherwood | Yuchun Guo | T. Gingeras | P. Flicek | P. Navas | A. Shafer | J. Dekker | J. Rozowsky | Julien Lagarde | J. Drenkow | Jin Lian | E. Feingold | B. Paten | R. Hardison | P. Farnham | B. Bernstein | X. Liu | L. Pennacchio | A. Boyle | S. Raychaudhuri | Kenneth McCue | S. Dalton | B. Giardine | Yin Shen | Feng Yue | Samantha Kuan | Y. Li | Peng Liu | M. Beer | Johannes Rinn | Rory Johnson | S. Djebali | D. Tenen | Y. Drier | G. Stamatoyannopoulos | R. Klein | X. Xiao | B. Graveley | A. Dobin | G. Marinov | C. Zaleski | I. Antoshechkin | L. See | Diane Trout | Nicole J. Lambert | J. Ecker | P. Kheradpour | Anna M. Smith | Eric Rynes | Kristen Lee | T. Kutyavin | Audra K. Johnson | Morgan Diegel | D. Gorkin | H. Chaib | Stephen Fitzgerald | Graham P. McVicker | H. Westra | Eilon Sharon | Fábio C. P. Navarro | Koon-Kiu Yan | Zhizhuo Zhang | Katherine I. Fisher-Aylor | R. Srivas | N. Shoresh | Declan Clarke | M. Hariharan | Nicholas J. Addleman | Catharine L. Eastman | A. Harmanci | Maya Kasowski | E. Partridge | L. Ramirez | Minyi Shi | T. Slifer | Xinqiong Yang | A. Sethi | Guoqing Zhong | Lei Hou | B. Lajoie | Joseph R. Nery | Camden Jansen | C. Epstein | R. Issner | Denis Salins | Gilberto Desalvo | M. Pazin | Xiang-Dong Fu | J. Vielmetter | Dongjun Chung | Gamze Gursoy | M. Suner | Emily Perry | D. Gilbert | E. Mendenhall | D. Dunn | Shinny Vong | C. Davis | A. Goren | Oren Ram | C. A. Sloan | T. Dreszer | Henry Amrhein | Sarah K. Meadows | J. S. Newberry | Gemma Barson | C. Davidson | J. Loveland | Deepa Manthravadi | Cristina Sisu | Heather Witt | Alec Victorsen | Yongqi Yan | Nathan Boley | Sushant Kumar | D. Spacek | Matthew Hardy | C. W. O'Donnell | J. Choudhary | Eric L. Van Nostrand | A. Barkal | Huaming Chen | Jill E. Moore | Henry E. Pratt | Jessika Adrian | Trupti Kawli | J. Halow | Peter Freese | M. Mackiewicz | Florencia Pauli-Behn | C. Keller | Xiao-ou Zhang | Shaimae I. Elhajjajy | Jack Huey | V. Snetkova | Xintao Wei | J. Rivera-Mulia | Jing Zhang | S. Chhetri | Jialing Zhang | Michael P. Snyder | W. Meuleman | J. Whitaker | Yaping Liu | N. Rajagopal | J. Schloss | G. Trynka | C. Zang | Mingxiang Teng | Rizi Ai | J. Armstrong | A. Deran | G. Pratt | Giovanni Quinones-Valdez | C. Bazile | Hendrik Weisser | Rosa G. Castanon | S. Preissl | Hui Huang | Yuan Zhao | V. Afzal | Hai-Ri Li | Yuheng Lu | J. Akiyama | I. Plajzer-Frick | Peng Jiang | Jing Zhang | Bo Ding | Yun Zhu | Nan Li | Alvaro J. González | Maria Long | Anthony M. D’Ippolito | M. Kulik | Anthony Kirilusha | Nader Jameel | M. Gutierrez-Arcelus | G. Yardımcı | C. Gelboin-Burkhart | B. Sundararaman | S. Blue | Thai B. Nguyen | Rebecca Stanton | E. Bresnick | Oana Ursu | J. Davila-Velderrain | D. Bodine | A. Bhaskar | K. Fan | Sunyoung Shin | Rene Welch | D. Savic | Jinrui Xu | Yongjin P. Park | Aiping Lu | D. Pervouchine | M. Fulciniti | S. Rhie | Hongbo Guo | N. Cody | L. Zhan | Hongbo Yang | Quan Shen | Takayo Sasaki | I. Barozzi | V. Dileep | Jie Xu | Y. Zhan | Tingting Liu | Hakan Ozadam | Michael Buckley | Tyler Borrman | Mengchi Wang | Tejaswini Mishra | S. Lou | Barbara Uszczynska-Ratajczak | J. Zhai | D. Phanstiel | Nastaran Heidari | Sora Chee | Weihua Zeng | Ye Zheng | Y. Hsiao | Brandon J. Mannion | F. Abascal | Shantao Li | Yang Li | Xiao-Qiao Zhou | Mengting Gu | E. Mattei | Hao Chen | Catherine S. Novak | Quan T. Pham | Elizabeth Lee | Rabi Murad | S. Olson | Yu Fu | E. Novoa | Laurel A. Brandsmeier | C. L. Messer | Candice J. Coppola | Matt Szynkarek | Madhura Kadaba | F. Schmitges | Tianxiong Yu | Y. Pritykin | J. Strattan | Nina Farrell | A. Vlasova | Donghoon Lee | Jason Liu | J. Scheiman | Junko Tsuji | Qian Qin | S. Anderson | Peng He | S. Donaldson | Yupeng He | Ah Young Lee | J. Hilton | B. Hitz | A. Valencia | Daniel Bates | Jemma Nelson | Thomas M. Reimonn | Songjie Chen | V. Nandakumar | Bin Li | B. Knoechel | Rui Xiao | Abigail Hochman | T. Palden | Ines Rabano | S. Sathe | Amanda Su | Ruth Wang | B. Yee | Beatrice Borsari | Andrew E. Berry | Yuemei Li | Bing Ren | Vu Ngo | Jesús Vázquez | Maxim Y Wolf | N. Munshi | John Rinn | Yiing Lin | Alessandra Breschi | Ye Zhan | Xiaofeng Wang | Hannah Naughton | Jack F. Greenblatt | Hairi Li | Anthony Kirilusha | Yanli Wang | Rajinder Kaul | Rory Johnson | Richard Sandstrom | Alex Reynolds | Jonathan Scheiman | Damek V. Spacek | Kevin Fortier | Suhn K. Rhie | Balaji Sundararaman | Rebecca Stanton | Sara Olson | Qi Zhang | Rozita Razavi | Jia-Yu Chen | Oren Ram | Richard M. Myers | Shane Neph | Rachel Byron | Kristen Lee | Shinny Vong | Michael J. Kulik | Federico Reyes Nicholas J. Jessika Veena Bronwen Jennifer A Abascal Acosta Addleman Adrian Afzal Ake | Reyes Acosta | Jessika Adrian | Stacie M. Anderson | Gregory R. Andrews | Matthew Astley | Budhaditya Banerjee | Amira A. Barkal | If H. A. Barnes | Gemma Barson | Cassandra Bazile | Samantha Beik | M. A. Bender | Louis Philip Benoit Bouvrette | Andrew Berry | Steven M. Blue | Carles Boix | Beatrice Borsari | Jason A. Brooks | Michael Buckley | Eileen Cahill | Lingling Cai | Lulu Cao | Mark Carty | Andres Castillo | Hassan Chaib | Daniel R. Chee | Sora Chee | Hao Chen | Huaming Chen | Songjie Chen | Surya B. Chhetri | Neal A. L. Cody | Julie Coursen | Cassidy Danyko | Gilberto DeSalvo | Gloria Despacio-Reyes | Sarah Djebali | Daniel Dominguez | Sarah Donaldson | Douglass Dunn | Catharine Eastman | Nicole El-Ali | Rachel C. Evans | Kaili Fan | Katherine Fisher-Aylor | Peter Freese | Yu Fu | Yoko Fukuda-Yuzawa | Mariateresa Fulciniti | Alister P. W. Funnell | Timur Galeev | Mingshi Gao | Carlos Garcia Giron | Chelsea Anne Gelboin-Burkhart | Grigorios Georgolopoulos | Daniel A. Gilchrist | Shawn Gillespie | Peng Gong | Alvaro Gonzalez | Jose M. Gonzalez | Peter Good | David U. Gorkin | Michael Gray | Mark T. Groudine | Hongbo Guo | Yu Guo | Anne Harrington | Richard D. Hasz | Meital Hatan | James E. Hayes | David Hendrickson | Abigail Hochman | Cory Holgren | Lei Hou | Shuyu Hou | Yun-Hua E. Hsiao | Shanna Hsu | Tim J. Hubbard | Jack Huey | Sean Ibarrientos | Robbyn Issner | Mineo Iwata | Osagie Izuogu | Nader Jameel | Peng Jiang | Madhura Kadaba | Mary Kasparian | Michael Kay | Judith C. Keen | David Kelley | Daniel Sunwook Kim | Birgit Knoechel | Samantha Kuan | Tanya Kutyavin | Julien Lagarde | John Lazar | Jin Wook Lee | Bin Li | Nan Li | Xiangrui Li | Yining Li | Yue Li | Dianbo Liu | Peng Liu | Tingting Liu | Yaping Liu | Maria Long | Aiping Lu | Mark Mackiewicz | Michael Mannstadt | Deepa Manthravadi | Eugenio Mattei | Kenneth McCue | Megan McEown | Alex Meissner | Eric M. Mendenhall | Christopher L. Messer | Clifford Meyer | Steve Miller | Matthew G. Milton | Dianna E. Moore | Samuel H. Moore | Nikhil Munshi | Vivek Nandakumar | Preetha Nandi | Anil M. Narasimha | Patrick Navas | Jemma Nelson | Fidencio Jun Neri | Amy R. Nesmith | J. Scott Newberry | Kimberly M. Newberry | Rosy Nguyen | Tung Nguyen | Briana Nuñez | Charles W. O’Donnell | Ericka Otterman | Michael Pagan | Tsultrim Palden | Xinghua Pan | E. Christopher Partridge | Florencia Pauli-Behn | Alexander R. Perez | Emily H. Perry | Nishigandha N. Phalke | Quan Pham | Doug H. Phanstiel | Qian Qin | Giovanni Quinones-Valdez | Ines Rabano | Ernest Radovani | Lucia Ramirez | Ricardo N. Ramirez | Dylan Rausch | Joseph Raymond | Miguel Rivera | Brian Roberts | Russell Ryan | Denis N. Salins | Takayo Sasaki | Daniel Savic | Alexandra Scavelli | Christoph Schlaffner | Jeffery A. Schloss | Frank W. Schmitges | Lei Hoon See | Anthony Shafer | Quan Shen | Sunyoung Shin | Kyle Siebenthall | Teri Slifer | Anna Smith | Sharanya Srinivasan | Rohith Srivas | George Stamatoyannopoulos | Dave Steffan | Sandra Stehling-Sun | Amanda Su | Matt Szynkarek | Danielle Tenen | Dave Toffey | Diane E. Trout | Sean A. Upchurch | Barbara Uszczynska-Ratajczak | Mia C. Uziel | Benjamin Van Biber | Arjan G. van der Velde | Yekaterina Vaydylevich | Jesus Vazquez | Hao Wang | Qin Wang | Ruth Wang | Nathaniel K. Watson | Zhijie Wei | Robert E. Welikson | Collin White | David Wine | Heather N. Witt | Maxim Wolf | James Wright | Rui Xiao | Jie Xu | Yongqi Yan | Hongbo Yang | Xinqiong Yang | Yi-Wen Yang | Brian A. Yee | Tianxiong Yu | Weihua Zeng | Jialing Zhang | Yuan Zhao | Ye Zheng | Xiao-Qiao Zhou | Yun Zhu | Jared Zimmerman | Ruth Bennett | Hao Chen | Anne N. Harrington | Lingling Cai | Yan Liu | Yue Li | David E. Toffey | I. Gabdank | Nina P. Farrell | Jared Zimmerman | Shaliu Fu | K. Fortier | Ying Li | Shuyu Hou | Peng Zhang | Dianbo Liu | Yang I. Li | Kimberly M Newberry | Judy C. Keen | C. Danyko | A. Scavelli | Rozita Razavi | Jurijs Nazarovs | Xiao-feng Wang | C. G. Girón | Jin-Wook Lee | Forrest Tanaka | A. Narasimha | N. Watson | Joseph Raymond | Ernest Radovani | Yan Liu | M. Gao | D. Rausch | Mark Carty | R. Welikson | Yekaterina Vaydylevich | J. Wright | Yu Guo | L. Bouvrette | M. Iwata | Carles Boix | Jie Xu | Shuo Shan | J. Coursen | Tao Wang | Kaijie Zhang | M. Mannstadt | J. Hayes | H. M. Moore | A. Breschi | Qin Wang | Momoe Kato | Yue Li | Preetha Nandi | Cory Holgren | Budhaditya Banerjee | O. A. Jammal | X. Pan | Sandra Stehling-Sun | G. Yeo | Yu Guo | G. Georgolopoulos | Tahin Syed | Sharanya Srinivasan | J. Stamatoyannopoulos | Yanli Wang | H. Naughton | Daniel Dominguez | Bo Zhang | D. Kelley | Peng Gong | Lulu Cao | Samantha P. Beik | Xiangrui Li | D. Wine | Wen Wang | J. Vierstra | Baikang Pei | J. M. Gonzalez | Yoko Fukuda-Yuzawa | Bing-Jie Ren | Meital Hatan | Timothy R. Hughes | S. Upchurch | L. Brandsmeier | Lixia Jiang | Zhijie Wei | D. Steffan | A. D’Ippolito | B. Mannion | Rachel Byron | Andre Wildberg | Kevin P. White | Huaming Chen | Y. Lin | Ed Griffiths | Jinrui Xu | W. S. Noble | Jack D. Huey | Andrew Nishida | Michael Pagan | Reyes Acosta | Timur Galeev | Keri Elkins | M. Bender | Anne-Maud Ferreira | Jia-Yu Chen | Shawn E. Levy | John E Lazar | Andres Castillo | S. Ibarrientos | Lijun Zhang | B. V. Biber | Ericka Otterman | M. Kasparian | R. Castanon | Russell Ryan | Federico Reyes Nicholas J. Jessika Veena Bronwen Rizi Jenni Abascal Acosta Addleman Adrian Afzal Ake | Matthew Astley | Jason A. Brooks | Eileen W. Cahill | Michael Gray | David Hendrickson | Shan-Chun Hsu | Yining Li | Megan McEown | A. Meissner | Steve Miller | Matthew G. Milton | Samuel H. Moore | Amy R. Nesmith | R. Nguyen | Tung Nguyen | Briana Nuñez | Miguel Rivera | Mia C. Uziel | Collin G. White | Yi-Wen Yang | Taylor Young | Qi Zhang | Yanxiao Zhang | H. Pratt | Jialing Zhang | Gregory Andrews | J. M. Cherry | J. Dávila-Velderrain | A. D'Ippolito | Yuchun Guo | T. Kawli | C. Sloan | G. McVicker | K. McCue | X. Liu | L. Ramírez | Peng Jiang | Iakes Ezkurdia | Veena Afzal | Jacqueline Chrast | Paul Flicek | Gene W. Yeo | J. Rodríguez | C. Boix | J. Tsuji | Bradley E. Bernstein | X. Liu | Cassidy Danyko | Carrie A. Davis | Eric Lécuyer | Bing Ren | Ross C. Hardison | Jing Zhang | Yuchun Guo | Yang I. Li | Ying Li | Yining Li | Yue Li | Yan Liu | Christoph N. Schlaffner | Michael P. Snyder | Jie Xu | Jinrui Xu | Tung Nguyen | Robbyn Issner | J. M. Cherry | Xiao-Qiao Zhou | Xinshu Xiao | Nishigandha Phalke | Yaping Liu | D. H. Phanstiel | Michael P. Snyder | R. Hardison | Jill E. Moore | Jinrui Xu

[1]  C. Pratt,et al.  St. Jude Children's Research Hospital. , 1997, Pediatric hematology and oncology.

[2]  Dmitri D. Pervouchine,et al.  A limited set of transcriptional programs define major histological types and provide the molecular basis for a cellular taxonomy of the human body , 2019, bioRxiv.

[3]  Colin N. Dewey,et al.  Initial sequencing and comparative analysis of the mouse genome. , 2002 .

[4]  Dmitri D. Pervouchine,et al.  A limited set of transcriptional programs define major cell types , 2019, Genome research.

[5]  Kyle J. Gaulton,et al.  An atlas of dynamic chromatin landscapes in mouse fetal development , 2020, Nature.

[6]  Z. Weng,et al.  Principles of regulatory information conservation between mouse and human , 2014, Nature.

[7]  M. Gerstein,et al.  RNA-Seq: a revolutionary tool for transcriptomics , 2009, Nature Reviews Genetics.

[8]  Allen D. Delaney,et al.  Genome-wide profiles of STAT1 DNA association using chromatin immunoprecipitation and massively parallel sequencing , 2007, Nature Methods.

[9]  J. Keilwagen,et al.  Accurate prediction of cell type-specific transcription factor binding , 2019, Genome Biology.

[10]  Paul T. Groth,et al.  The ENCODE (ENCyclopedia Of DNA Elements) Project , 2004, Science.

[11]  Marc D. Perry,et al.  ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia , 2012, Genome research.

[12]  D. Botstein,et al.  Genomic binding sites of the yeast cell-cycle transcription factors SBF and MBF , 2001, Nature.

[13]  Fidencio J. Neri,et al.  Global reference mapping of human transcription factor footprints , 2020, Nature.

[14]  Raymond K. Auerbach,et al.  A User's Guide to the Encyclopedia of DNA Elements (ENCODE) , 2011, PLoS biology.

[15]  Gos Micklem,et al.  Supporting Online Material Materials and Methods Figs. S1 to S50 Tables S1 to S18 References Identification of Functional Elements and Regulatory Circuits by Drosophila Modencode , 2022 .

[16]  John J. Wyrick,et al.  Genome-wide location and function of DNA binding proteins. , 2000, Science.

[17]  Bronwen L. Aken,et al.  GENCODE: The reference human genome annotation for The ENCODE Project , 2012, Genome research.

[18]  S. Batzoglou,et al.  Linking disease associations with regulatory information in the human genome , 2012, Genome research.

[19]  B. Williams,et al.  Mapping and quantifying mammalian transcriptomes by RNA-Seq , 2008, Nature Methods.

[20]  Shane J. Neph,et al.  Systematic Localization of Common Disease-Associated Variation in Regulatory DNA , 2012, Science.

[21]  Fidencio J. Neri,et al.  Index and biological spectrum of human DNase I hypersensitive sites , 2020, Nature.

[22]  Howard Y. Chang,et al.  Single-cell chromatin accessibility reveals principles of regulatory variation , 2015, Nature.

[23]  Morgan C. Giddings,et al.  Defining functional DNA elements in the human genome , 2014, Proceedings of the National Academy of Sciences.

[24]  Raymond K. Auerbach,et al.  Integrative Analysis of the Caenorhabditis elegans Genome by the modENCODE Project , 2010, Science.

[25]  William Stafford Noble,et al.  Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project , 2007, Nature.

[26]  Judith B. Zaugg,et al.  Landscape of cohesin-mediated chromatin loops in the human genome , 2020, Nature.

[27]  Michael D. Wilson,et al.  Cooperativity and Rapid Evolution of Cobound Transcription Factors in Closely Related Mammals , 2013, Cell.

[28]  Fabian J Theis,et al.  The Human Cell Atlas , 2017, bioRxiv.

[29]  Łukasz M. Boryń,et al.  Genome-Wide Quantitative Enhancer Activity Maps Identified by STARR-seq , 2013, Science.

[30]  J. Shendure,et al.  Identifying Novel Enhancer Elements with CRISPR-Based Screens. , 2018, ACS chemical biology.

[31]  Shila Ghazanfar,et al.  The human body at cellular resolution: the NIH Human Biomolecular Atlas Program , 2019, Nature.

[32]  Gene W. Yeo,et al.  A large-scale binding and functional map of human RNA-binding proteins , 2020, Nature.

[33]  Andrew A. Hardigan,et al.  Occupancy maps of 208 chromatin-associated proteins in one human cell type , 2020, Nature.

[34]  S. Wells,et al.  The novel mouse mutant, chuzhoi, has disruption of Ptk7 protein and exhibits defects in neural tube, heart and lung development and abnormal planar cell polarity in the ear , 2010, BMC Developmental Biology.

[35]  Mark Gerstein,et al.  The ModERN Resource: Genome-Wide Binding Profiles for Hundreds of Drosophila and Caenorhabditis elegans Transcription Factors , 2017, Genetics.

[36]  F. Tang,et al.  Development and applications of single-cell transcriptome analysis , 2011, Nature Methods.

[37]  A. Mortazavi,et al.  Genome-Wide Mapping of in Vivo Protein-DNA Interactions , 2007, Science.

[38]  Xintao Wei,et al.  Resources for the comprehensive discovery of functional RNA elements , 2015, bioRxiv.

[39]  The changing mouse embryo transcriptome at whole tissue and single-cell resolution , 2020, Nature.

[40]  D. Dickel,et al.  Spatiotemporal DNA methylome dynamics of the developing mouse fetus , 2020, Nature.

[41]  Data production leads,et al.  An integrated encyclopedia of DNA elements in the human genome , 2012 .

[42]  Michael J. Purcaro,et al.  Expanded encyclopaedias of DNA elements in the human and mouse genomes , 2020, Nature.

[43]  ENCODEConsortium,et al.  An Integrated Encyclopedia of DNA Elements in the Human Genome , 2012, Nature.

[44]  Shane J. Neph,et al.  A comparative encyclopedia of DNA elements in the mouse genome , 2014, Nature.

[45]  Albert J. Vilella,et al.  A high-resolution map of human evolutionary constraint using 29 mammals , 2011, Nature.

[46]  Kin-Fan Au,et al.  PacBio Sequencing and Its Applications , 2015, Genom. Proteom. Bioinform..