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Leung W, Shaffer CD, Chen EJ, Quisenberry TJ, Ko K, Braverman JM, Giarla TC, Mortimer NT, Reed LK, Smith ST, Robic S, McCartha SR, Perry DR, Prescod LM, Sheppard ZA, Saville KJ, McClish A, Morlock EA, Sochor VR, Stanton B, Veysey-White IC, Revie D, Jimenez LA, Palomino JJ, Patao MD, Patao SM, Himelblau ET, Campbell JD, Hertz AL, McEvilly MF, Wagner AR, Youngblom J, Bedi B, Bettincourt J, Duso E, Her M, Hilton W, House S, Karimi M, Kumimoto K, Lee R, Lopez D, Odisho G, Prasad R, Robbins HL, Sandhu T, Selfridge T, Tsukashima K, Yosif H, Kokan NP, Britt L, Zoellner A, Spana EP, Chlebina BT, Chong I, Friedman H, Mammo DA, Ng CL, Nikam VS, Schwartz NU, Xu TQ, Burg MG, Batten SM, Corbeill LM, Enoch E, Ensign JJ, Franks ME, Haiker B, Ingles JA, Kirkland LD, Lorenz-Guertin JM, Matthews J, Mittig CM, Monsma N, Olson KJ, Perez-Aragon G, Ramic A, Ramirez JR, Scheiber C, Schneider PA, Schultz DE, Simon M, Spencer E, Wernette AC, Wykle ME, Zavala-Arellano E, McDonald MJ, Ostby K, Wendland P, DiAngelo JR, Ceasrine AM, Cox AH, Docherty JEB, Gingras RM, Grieb SM, Pavia MJ, Personius CL, Polak GL, Beach DL, Cerritos HL, Horansky EA, Sharif KA, Moran R, Parrish S, Bickford K, Bland J, Broussard J, Campbell K, Deibel KE, Forka R, Lemke MC, Nelson MB, O'Keeffe C, Ramey SM, Schmidt L, Villegas P, Jones CJ, Christ SL, Mamari S, Rinaldi AS, Stity G, Hark AT, Scheuerman M, Silver Key SC, McRae BD, Haberman AS, Asinof S, Carrington H, Drumm K, Embry T, McGuire R, Miller-Foreman D, Rosen S, Safa N, Schultz D, Segal M, Shevin Y, Svoronos P, Vuong T, Skuse G, Paetkau DW, Bridgman RK, Brown CM, Carroll AR, Gifford FM, Gillespie JB, Herman SE, Holtcamp KL, Host MA, Hussey G, Kramer DM, Lawrence JQ, Martin MM, Niemiec EN, O'Reilly AP, Pahl OA, Quintana G, Rettie EAS, Richardson TL, Rodriguez AE, Rodriguez MO, Schiraldi L, Smith JJ, Sugrue KF, Suriano LJ, Takach KE, Vasquez AM, Velez X, Villafuerte EJ, Vives LT, Zellmer VR, Hauke J, Hauser CR, Barker K, Cannon L, Parsamian P, Parsons S, Wichman Z, Bazinet CW, Johnson DE, Bangura A, Black JA, Chevee V, Einsteen SA, Hilton SK, Kollmer M, Nadendla R, Stamm J, Fafara-Thompson AE, Gygi AM, Ogawa EE, Van Camp M, Kocsisova Z, Leatherman JL, Modahl CM, Rubin MR, Apiz-Saab SS, Arias-Mejias SM, Carrion-Ortiz CF, Claudio-Vazquez PN, Espada-Green DM, Feliciano-Camacho M, Gonzalez-Bonilla KM, Taboas-Arroyo M, Vargas-Franco D, Montañez-Gonzalez R, Perez-Otero J, Rivera-Burgos M, Rivera-Rosario FJ, Eisler HL, Alexander J, Begley SK, Gabbard D, Allen RJ, Aung WY, Barshop WD, Boozalis A, Chu VP, Davis JS, Duggal RN, Franklin R, Gavinski K, Gebreyesus H, Gong HZ, Greenstein RA, Guo AD, Hanson C, Homa KE, Hsu SC, Huang Y, Huo L, Jacobs S, Jia S, Jung KL, Wai-Chee Kong S, Kroll MR, Lee BM, Lee PF, Levine KM, Li AS, Liu C, Liu MM, Lousararian AP, Lowery PB, Mallya AP, Marcus JE, Ng PC, Nguyen HP, Patel R, Precht H, Rastogi S, Sarezky JM, Schefkind A, Schultz MB, Shen D, Skorupa T, Spies NC, Stancu G, Vivian Tsang HM, Turski AL, Venkat R, Waldman LE, Wang K, Wang T, Wei JW, Wu DY, Xiong DD, Yu J, Zhou K, McNeil GP, Fernandez RW, Menzies PG, Gu T, Buhler J, Mardis ER, Elgin SCR. Retrotransposons Are the Major Contributors to the Expansion of the Drosophila ananassae Muller F Element. G3 (BETHESDA, MD.) 2017; 7:2439-2460. [PMID: 28667019 PMCID: PMC5555453 DOI: 10.1534/g3.117.040907] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2017] [Accepted: 04/03/2017] [Indexed: 11/24/2022]
Abstract
The discordance between genome size and the complexity of eukaryotes can partly be attributed to differences in repeat density. The Muller F element (∼5.2 Mb) is the smallest chromosome in Drosophila melanogaster, but it is substantially larger (>18.7 Mb) in D. ananassae To identify the major contributors to the expansion of the F element and to assess their impact, we improved the genome sequence and annotated the genes in a 1.4-Mb region of the D. ananassae F element, and a 1.7-Mb region from the D element for comparison. We find that transposons (particularly LTR and LINE retrotransposons) are major contributors to this expansion (78.6%), while Wolbachia sequences integrated into the D. ananassae genome are minor contributors (0.02%). Both D. melanogaster and D. ananassae F-element genes exhibit distinct characteristics compared to D-element genes (e.g., larger coding spans, larger introns, more coding exons, and lower codon bias), but these differences are exaggerated in D. ananassae Compared to D. melanogaster, the codon bias observed in D. ananassae F-element genes can primarily be attributed to mutational biases instead of selection. The 5' ends of F-element genes in both species are enriched in dimethylation of lysine 4 on histone 3 (H3K4me2), while the coding spans are enriched in H3K9me2. Despite differences in repeat density and gene characteristics, D. ananassae F-element genes show a similar range of expression levels compared to genes in euchromatic domains. This study improves our understanding of how transposons can affect genome size and how genes can function within highly repetitive domains.
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Affiliation(s)
- Wilson Leung
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | | | - Elizabeth J Chen
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | | | - Kevin Ko
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - John M Braverman
- Department of Biology, Saint Joseph's University, Philadelphia, PA 19131
| | | | - Nathan T Mortimer
- School of Biological Sciences, Illinois State University, Normal, IL 61790
| | - Laura K Reed
- Department of Biological Sciences, University of Alabama, Tuscaloosa, AL 35401
| | - Sheryl T Smith
- Department of Biology, Arcadia University, Glenside, PA 19038
| | - Srebrenka Robic
- Department of Biology, Agnes Scott College, Decatur, GA 30030
| | | | | | | | | | - Ken J Saville
- Department of Biology, Albion College, Albion, MI 49224
| | | | | | | | | | | | - Dennis Revie
- Department of Biology, California Lutheran University, Thousand Oaks, CA 91360
| | - Luis A Jimenez
- Department of Biology, California Lutheran University, Thousand Oaks, CA 91360
| | - Jennifer J Palomino
- Department of Biology, California Lutheran University, Thousand Oaks, CA 91360
| | - Melissa D Patao
- Department of Biology, California Lutheran University, Thousand Oaks, CA 91360
| | - Shane M Patao
- Department of Biology, California Lutheran University, Thousand Oaks, CA 91360
| | - Edward T Himelblau
- Department of Biological Sciences, California Polytechnic State University, San Luis Obispo, CA 93405
| | - Jaclyn D Campbell
- Department of Biological Sciences, California Polytechnic State University, San Luis Obispo, CA 93405
| | - Alexandra L Hertz
- Department of Biological Sciences, California Polytechnic State University, San Luis Obispo, CA 93405
| | - Maddison F McEvilly
- Department of Biological Sciences, California Polytechnic State University, San Luis Obispo, CA 93405
| | - Allison R Wagner
- Department of Biological Sciences, California Polytechnic State University, San Luis Obispo, CA 93405
| | - James Youngblom
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Baljit Bedi
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Jeffery Bettincourt
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Erin Duso
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Maiye Her
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - William Hilton
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Samantha House
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Masud Karimi
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Kevin Kumimoto
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Rebekah Lee
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Darryl Lopez
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - George Odisho
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Ricky Prasad
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Holly Lyn Robbins
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Tanveer Sandhu
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Tracy Selfridge
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Kara Tsukashima
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Hani Yosif
- Department of Biology, California State University, Stanislaus, Turlock, CA 95382
| | - Nighat P Kokan
- Department of Natural Sciences, Cardinal Stritch University, Milwaukee, WI 53217
| | - Latia Britt
- Department of Natural Sciences, Cardinal Stritch University, Milwaukee, WI 53217
| | - Alycia Zoellner
- Department of Natural Sciences, Cardinal Stritch University, Milwaukee, WI 53217
| | - Eric P Spana
- Department of Biology, Duke University, Durham, NC 27708
| | - Ben T Chlebina
- Department of Biology, Duke University, Durham, NC 27708
| | - Insun Chong
- Department of Biology, Duke University, Durham, NC 27708
| | | | - Danny A Mammo
- Department of Biology, Duke University, Durham, NC 27708
| | - Chun L Ng
- Department of Biology, Duke University, Durham, NC 27708
| | | | | | - Thomas Q Xu
- Department of Biology, Duke University, Durham, NC 27708
| | - Martin G Burg
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Spencer M Batten
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Lindsay M Corbeill
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Erica Enoch
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Jesse J Ensign
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Mary E Franks
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Breanna Haiker
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Judith A Ingles
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Lyndsay D Kirkland
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Joshua M Lorenz-Guertin
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Jordan Matthews
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Cody M Mittig
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Nicholaus Monsma
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Katherine J Olson
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Guillermo Perez-Aragon
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Alen Ramic
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Jordan R Ramirez
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Christopher Scheiber
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Patrick A Schneider
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Devon E Schultz
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Matthew Simon
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Eric Spencer
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Adam C Wernette
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Maxine E Wykle
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Elizabeth Zavala-Arellano
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Mitchell J McDonald
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Kristine Ostby
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | - Peter Wendland
- Departments of Biomedical Sciences and Cell and Molecular Biology, Grand Valley State University, Allendale, MI 49401
| | | | | | - Amanda H Cox
- Department of Biology, Hofstra University, Hempstead, NY 11549
| | | | | | | | - Michael J Pavia
- Department of Biology, Hofstra University, Hempstead, NY 11549
| | | | | | - Dale L Beach
- Department of Biological and Environmental Sciences, Longwood University, Farmville, VA 23909
| | - Heaven L Cerritos
- Department of Biological and Environmental Sciences, Longwood University, Farmville, VA 23909
| | - Edward A Horansky
- Department of Biological and Environmental Sciences, Longwood University, Farmville, VA 23909
| | - Karim A Sharif
- Department of Biology, Massasoit Community College, Brockton, MA 02302
| | - Ryan Moran
- Department of Biology, Massasoit Community College, Brockton, MA 02302
| | - Susan Parrish
- Department of Biology, McDaniel College, Westminster, MD 21157
| | | | - Jennifer Bland
- Department of Biology, McDaniel College, Westminster, MD 21157
| | | | - Kerry Campbell
- Department of Biology, McDaniel College, Westminster, MD 21157
| | | | - Richard Forka
- Department of Biology, McDaniel College, Westminster, MD 21157
| | - Monika C Lemke
- Department of Biology, McDaniel College, Westminster, MD 21157
| | - Marlee B Nelson
- Department of Biology, McDaniel College, Westminster, MD 21157
| | | | - S Mariel Ramey
- Department of Biology, McDaniel College, Westminster, MD 21157
| | - Luke Schmidt
- Department of Biology, McDaniel College, Westminster, MD 21157
| | - Paola Villegas
- Department of Biology, McDaniel College, Westminster, MD 21157
| | | | - Stephanie L Christ
- Department of Biological Sciences, Moravian College, Bethlehem, PA 18018
| | - Sami Mamari
- Department of Biological Sciences, Moravian College, Bethlehem, PA 18018
| | - Adam S Rinaldi
- Department of Biological Sciences, Moravian College, Bethlehem, PA 18018
| | - Ghazal Stity
- Department of Biological Sciences, Moravian College, Bethlehem, PA 18018
| | - Amy T Hark
- Department of Biology, Muhlenberg College, Allentown, PA 18104
| | - Mark Scheuerman
- Department of Biology, Muhlenberg College, Allentown, PA 18104
| | - S Catherine Silver Key
- Department of Biological & Biomedical Sciences, North Carolina Central University, Durham, NC 27707
| | - Briana D McRae
- Department of Biological & Biomedical Sciences, North Carolina Central University, Durham, NC 27707
| | | | - Sam Asinof
- Department of Biology, Oberlin College, Oberlin, OH 44074
| | | | - Kelly Drumm
- Department of Biology, Oberlin College, Oberlin, OH 44074
| | - Terrance Embry
- Department of Biology, Oberlin College, Oberlin, OH 44074
| | | | | | - Stella Rosen
- Department of Biology, Oberlin College, Oberlin, OH 44074
| | - Nadia Safa
- Department of Biology, Oberlin College, Oberlin, OH 44074
| | - Darrin Schultz
- Department of Biology, Oberlin College, Oberlin, OH 44074
| | - Matt Segal
- Department of Biology, Oberlin College, Oberlin, OH 44074
| | - Yakov Shevin
- Department of Biology, Oberlin College, Oberlin, OH 44074
| | | | - Tam Vuong
- Department of Biology, Oberlin College, Oberlin, OH 44074
| | - Gary Skuse
- Thomas H. Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester, NY 14623
| | - Don W Paetkau
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | | | | | - Alicia R Carroll
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | | | | | - Susan E Herman
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | | | - Misha A Host
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | - Gabrielle Hussey
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | | | - Joan Q Lawrence
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | | | - Ellen N Niemiec
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | | | - Olivia A Pahl
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | | | | | | | | | - Mona O Rodriguez
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | - Laura Schiraldi
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | - Joanna J Smith
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | - Kelsey F Sugrue
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | | | - Kaitlyn E Takach
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | | | - Ximena Velez
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | | | - Laura T Vives
- Department of Biology, Saint Mary's College, Notre Dame, IN 46556
| | | | - Jeanette Hauke
- Department of Biology, Simmons College, Boston, MA 02115
| | - Charles R Hauser
- Bioinformatics Program, St. Edward's University, Austin, TX 78704
| | - Karolyn Barker
- Bioinformatics Program, St. Edward's University, Austin, TX 78704
| | - Laurie Cannon
- Bioinformatics Program, St. Edward's University, Austin, TX 78704
| | | | - Samantha Parsons
- Bioinformatics Program, St. Edward's University, Austin, TX 78704
| | | | | | - Diana E Johnson
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Abubakarr Bangura
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Jordan A Black
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Victoria Chevee
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Sarah A Einsteen
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Sarah K Hilton
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Max Kollmer
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Rahul Nadendla
- Department of Biological Sciences, The George Washington University, Washington, DC 20052
| | - Joyce Stamm
- Department of Biology, University of Evansville, Evansville, IN 47722
| | | | - Amber M Gygi
- Department of Biology, University of Evansville, Evansville, IN 47722
| | - Emmy E Ogawa
- Department of Biology, University of Evansville, Evansville, IN 47722
| | - Matt Van Camp
- Department of Biology, University of Evansville, Evansville, IN 47722
| | - Zuzana Kocsisova
- Department of Biology, University of Evansville, Evansville, IN 47722
| | - Judith L Leatherman
- Department of Biological Sciences, University of Northern Colorado, Greeley, CO 80639
| | - Cassie M Modahl
- Department of Biological Sciences, University of Northern Colorado, Greeley, CO 80639
| | - Michael R Rubin
- Department of Biology, University of Puerto Rico at Cayey, Cayey, PR 00736
| | - Susana S Apiz-Saab
- Department of Biology, University of Puerto Rico at Cayey, Cayey, PR 00736
| | | | | | | | | | | | | | | | | | | | - Joseph Perez-Otero
- Department of Biology, University of Puerto Rico at Cayey, Cayey, PR 00736
| | | | | | - Heather L Eisler
- Department of Biology, University of the Cumberlands, Williamsburg, KY 40769
| | - Jackie Alexander
- Department of Biology, University of the Cumberlands, Williamsburg, KY 40769
| | - Samatha K Begley
- Department of Biology, University of the Cumberlands, Williamsburg, KY 40769
| | - Deana Gabbard
- Department of Biology, University of the Cumberlands, Williamsburg, KY 40769
| | - Robert J Allen
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Wint Yan Aung
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - William D Barshop
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Amanda Boozalis
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Vanessa P Chu
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Jeremy S Davis
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Ryan N Duggal
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Robert Franklin
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Katherine Gavinski
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Heran Gebreyesus
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Henry Z Gong
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Rachel A Greenstein
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Averill D Guo
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Casey Hanson
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Kaitlin E Homa
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Simon C Hsu
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Yi Huang
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Lucy Huo
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Sarah Jacobs
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Sasha Jia
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Kyle L Jung
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Sarah Wai-Chee Kong
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Matthew R Kroll
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Brandon M Lee
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Paul F Lee
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Kevin M Levine
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Amy S Li
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Chengyu Liu
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Max Mian Liu
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Adam P Lousararian
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Peter B Lowery
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Allyson P Mallya
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Joseph E Marcus
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Patrick C Ng
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Hien P Nguyen
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Ruchik Patel
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Hashini Precht
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Suchita Rastogi
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Jonathan M Sarezky
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Adam Schefkind
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Michael B Schultz
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Delia Shen
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Tara Skorupa
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Nicholas C Spies
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Gabriel Stancu
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | | | - Alice L Turski
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Rohit Venkat
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Leah E Waldman
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Kaidi Wang
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Tracy Wang
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Jeffrey W Wei
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Dennis Y Wu
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - David D Xiong
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Jack Yu
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Karen Zhou
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Gerard P McNeil
- Department of Biology, York College / CUNY, Jamaica, NY 11451
| | | | | | - Tingting Gu
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
| | - Jeremy Buhler
- Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO 63130
| | - Elaine R Mardis
- McDonnell Genome Institute, Washington University School of Medicine, St. Louis, MO 63108
| | - Sarah C R Elgin
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130
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