Lab Publications

2024

  • Liu F, Wu CG, Tu CL, Glenn I, Meyerowitz J, Kaplan AL, Lyu J, Cheng Z, Tarkhanova OO, Moroz YS, Irwin JJ, Chang W, Shoichet BK, Skiniotis G. Large library docking identifies positive allosteric modulators of the calcium-sensing receptor. Science. 2024 Sep 20; 385(6715):eado1868. [PubMed]
  • Liu F, Mailhot O, Glenn IS, Vigneron SF, Bassim V, Xu X, Fonseca-Valencia K, Smith MS, Radchenko DS, Fraser JS, Moroz YS, Irwin JJ, Shoichet BK. The impact of Library Size and Scale of Testing on Virtual Screening. bioRxiv. 2024 Jul 11. [PubMed]
  • Lyu J, Kapolka N, Gumpper R, Alon A, Wang L, Jain MK, Barros-Álvarez X, Sakamoto K, Kim Y, DiBerto J, Kim K, Glenn IS, Tummino TA, Huang S, Irwin JJ, Tarkhanova OO, Moroz Y, Skiniotis G, Kruse AC, Shoichet BK, Roth BL. AlphaFold2 structures guide prospective ligand discovery. Science. 2024 Jun 21; 384(6702):eadn6354. [PubMed]
  • Bedart C, Shimokura G, West FG, Wood TE, Batey RA, Irwin JJ, Schapira M. The Pan-Canadian Chemical Library: A Mechanism to Open Academic Chemistry to High-Throughput Virtual Screening. Sci Data. 2024 Jun 06; 11(1):597. [PubMed]
  • Liu F, Kaplan AL, Levring J, Einsiedel J, Tiedt S, Distler K, Omattage NS, Kondratov IS, Moroz YS, Pietz HL, Irwin JJ, Gmeiner P, Shoichet BK, Chen J. Structure-based discovery of CFTR potentiators and inhibitors. Cell. 2024 Jul 11; 187(14):3712-3725.e34. [PubMed]
  • Lyu J, Kapolka N, Gumpper R, Alon A, Wang L, Jain MK, Barros-Álvarez X, Sakamoto K, Kim Y, DiBerto J, Kim K, Tummino TA, Huang S, Irwin JJ, Tarkhanova OO, Moroz Y, Skiniotis G, Kruse AC, Shoichet BK, Roth BL. AlphaFold2 structures template ligand discovery. bioRxiv. 2024 Mar 13. [PubMed]
  • Liu F, Kaplan AL, Levring J, Einsiedel J, Tiedt S, Distler K, Omattage NS, Kondratov IS, Moroz YS, Pietz HL, Irwin JJ, Gmeiner P, Shoichet BK, Chen J. Structure-based discovery of CFTR potentiators and inhibitors. bioRxiv. 2024 Mar 11. [PubMed]
  • Liu F, Wu CG, Tu CL, Glenn I, Meyerowitz J, Levit Kaplan A, Lyu J, Cheng Z, Tarkhanova OO, Moroz YS, Irwin JJ, Chang W, Shoichet BK, Skiniotis G. Small vs. Large Library Docking for Positive Allosteric Modulators of the Calcium Sensing Receptor. bioRxiv. 2024 Mar 06. [PubMed]
  • Tummino TA, Iliopoulos-Tsoutsouvas C, Braz JM, O'Brien ES, Stein RM, Craik V, Tran NK, Ganapathy S, Liu F, Shiimura Y, Tong F, Ho TC, Radchenko DS, Moroz YS, Rosado SR, Bhardwaj K, Benitez J, Liu Y, Kandasamy H, Normand C, Semache M, Sabbagh L, Glenn I, Irwin JJ, Kumar KK, Makriyannis A, Basbaum AI, Shoichet BK. Large library docking for cannabinoid-1 receptor agonists with reduced side effects. bioRxiv. 2024 Feb 28. [PubMed]
  • Matthew S. Smith, Peter Kunach, Ian S. Knight, Rian Kormos, Joseph G. Pepe, Isabella Glenn, John J. Irwin, William F. DeGrado, Marc I. Diamond, Sarah H. Shahmoradian, Brian K. Shoichet. Docking for molecules that bind in a symmetric stack to Alzheimer’s disease tau fibrils with SymDOCK. Biophysical Journal. 2024 Feb 1; 123(3):298a.
  • Knight IS, Mailhot O, Tang KG, Irwin JJ. DockOpt: A Tool for Automatic Optimization of Docking Models. J Chem Inf Model. 2024 02 12; 64(3):1004-1016. [PubMed]
  • Smith MS, Knight IS, Kormos RC, Pepe JG, Kunach P, Diamond MI, Shahmoradian SH, Irwin JJ, DeGrado WF, Shoichet BK. Docking for Molecules That Bind in a Symmetric Stack with SymDOCK. J Chem Inf Model. 2024 01 22; 64(2):425-434. [PubMed]

2023

  • Gahbauer S, DeLeon C, Braz JM, Craik V, Kang HJ, Wan X, Huang XP, Billesbølle CB, Liu Y, Che T, Deshpande I, Jewell M, Fink EA, Kondratov IS, Moroz YS, Irwin JJ, Basbaum AI, Roth BL, Shoichet BK. Docking for EP4R antagonists active against inflammatory pain. Nat Commun. 2023 Dec 06; 14(1):8067. [PubMed]
  • Smith MS, Knight IS, Kormos RC, Pepe JG, Kunach P, Diamond MI, Shahmoradian SH, Irwin JJ, DeGrado WF, Shoichet BK. Docking for molecules that bind in a symmetric stack with SymDOCK. bioRxiv. 2023 Oct 29. [PubMed]
  • Fink EA, Bardine C, Gahbauer S, Singh I, Detomasi TC, White K, Gu S, Wan X, Chen J, Ary B, Glenn I, O'Connell J, O'Donnell H, Fajtová P, Lyu J, Vigneron S, Young NJ, Kondratov IS, Alisoltani A, Simons LM, Lorenzo-Redondo R, Ozer EA, Hultquist JF, O'Donoghue AJ, Moroz YS, Taunton J, Renslo AR, Irwin JJ, García-Sastre A, Shoichet BK, Craik CS. Large library docking for novel SARS-CoV-2 main protease non-covalent and covalent inhibitors. Protein Sci. 2023 08; 32(8):e4712. [PubMed]
  • Singh I, Li F, Fink EA, Chau I, Li A, Rodriguez-Hernández A, Glenn I, Zapatero-Belinchón FJ, Rodriguez ML, Devkota K, Deng Z, White K, Wan X, Tolmachova NA, Moroz YS, Kaniskan HÜ, Ott M, García-Sastre A, Jin J, Fujimori DG, Irwin JJ, Vedadi M, Shoichet BK. Structure-Based Discovery of Inhibitors of the SARS-CoV-2 Nsp14 N7-Methyltransferase. J Med Chem. 2023 06 22; 66(12):7785-7803. [PubMed]
  • Singh I, Seth A, Billesbølle CB, Braz J, Rodriguiz RM, Roy K, Bekele B, Craik V, Huang XP, Boytsov D, Pogorelov VM, Lak P, O'Donnell H, Sandtner W, Irwin JJ, Roth BL, Basbaum AI, Wetsel WC, Manglik A, Shoichet BK, Rudnick G. Structure-based discovery of conformationally selective inhibitors of the serotonin transporter. Cell. 2023 05 11; 186(10):2160-2175.e17. [PubMed]
  • Tingle BI, Irwin JJ. Large-Scale Docking in the Cloud. J Chem Inf Model. 2023 05 08; 63(9):2735-2741. [PubMed]
  • Tingle BI, Tang KG, Castanon M, Gutierrez JJ, Khurelbaatar M, Dandarchuluun C, Moroz YS, Irwin JJ. ZINC-22─A Free Multi-Billion-Scale Database of Tangible Compounds for Ligand Discovery. J Chem Inf Model. 2023 02 27; 63(4):1166-1176. [PubMed]
  • Lyu J, Irwin JJ, Shoichet BK. Modeling the expansion of virtual screening libraries. Nat Chem Biol. 2023 06; 19(6):712-718. [PubMed]
  • Gahbauer S, Correy GJ, Schuller M, Ferla MP, Doruk YU, Rachman M, Wu T, Diolaiti M, Wang S, Neitz RJ, Fearon D, Radchenko DS, Moroz YS, Irwin JJ, Renslo AR, Taylor JC, Gestwicki JE, von Delft F, Ashworth A, Ahel I, Shoichet BK, Fraser JS. Iterative computational design and crystallographic screening identifies potent inhibitors targeting the Nsp3 macrodomain of SARS-CoV-2. Proc Natl Acad Sci U S A. 2023 01 10; 120(2):e2212931120. [PubMed]

2022

  • Fink EA, Xu J, Hübner H, Braz JM, Seemann P, Avet C, Craik V, Weikert D, Schmidt MF, Webb CM, Tolmachova NA, Moroz YS, Huang XP, Kalyanaraman C, Gahbauer S, Chen G, Liu Z, Jacobson MP, Irwin JJ, Bouvier M, Du Y, Shoichet BK, Basbaum AI, Gmeiner P. Structure-based discovery of nonopioid analgesics acting through the α2A-adrenergic receptor. Science. 2022 09 30; 377(6614):eabn7065. [PubMed]
  • Kaplan AL, Confair DN, Kim K, Barros-Álvarez X, Rodriguiz RM, Yang Y, Kweon OS, Che T, McCorvy JD, Kamber DN, Phelan JP, Martins LC, Pogorelov VM, DiBerto JF, Slocum ST, Huang XP, Kumar JM, Robertson MJ, Panova O, Seven AB, Wetsel AQ, Wetsel WC, Irwin JJ, Skiniotis G, Shoichet BK, Roth BL, Ellman JA. Bespoke library docking for 5-HT2A receptor agonists with antidepressant activity. Nature. 2022 10; 610(7932):582-591. [PubMed]
  • Gahbauer S, Correy GJ, Schuller M, Ferla MP, Doruk YU, Rachman M, Wu T, Diolaiti M, Wang S, Neitz RJ, Fearon D, Radchenko D, Moroz Y, Irwin JJ, Renslo AR, Taylor JC, Gestwicki JE, von Delft F, Ashworth A, Ahel I, Shoichet BK, Fraser JS. Iterative computational design and crystallographic screening identifies potent inhibitors targeting the Nsp3 Macrodomain of SARS-CoV-2. bioRxiv. 2022 Jul 28. [PubMed]
  • Kondratov IS, Moroz YS, Irwin JJ, Shoichet BK. Drug building blocks and libraries at risk in Ukraine. Science. 2022 05 27; 376(6596):929. [PubMed]
  • Ackloo S, Al-Awar R, Amaro RE, Arrowsmith CH, Azevedo H, Batey RA, Bengio Y, Betz UAK, Bologa CG, Chodera JD, Cornell WD, Dunham I, Ecker GF, Edfeldt K, Edwards AM, Gilson MK, Gordijo CR, Hessler G, Hillisch A, Hogner A, Irwin JJ, Jansen JM, Kuhn D, Leach AR, Lee AA, Lessel U, Morgan MR, Moult J, Muegge I, Oprea TI, Perry BG, Riley P, Rousseaux SAL, Saikatendu KS, Santhakumar V, Schapira M, Scholten C, Todd MH, Vedadi M, Volkamer A, Willson TM. CACHE (Critical Assessment of Computational Hit-finding Experiments): A public-private partnership benchmarking initiative to enable the development of computational methods for hit-finding. Nat Rev Chem. 2022 Apr; 6(4):287-295. [PubMed]
  • Bender BJ, Gahbauer S, Luttens A, Lyu J, Webb CM, Stein RM, Fink EA, Balius TE, Carlsson J, Irwin JJ, Shoichet BK. Publisher Correction: A practical guide to large-scale docking. Nat Protoc. 2022 Jan; 17(1):177. [PubMed]

2021

  • Alon A, Lyu J, Braz JM, Tummino TA, Craik V, O'Meara MJ, Webb CM, Radchenko DS, Moroz YS, Huang XP, Liu Y, Roth BL, Irwin JJ, Basbaum AI, Shoichet BK, Kruse AC. Structures of the σ2 receptor enable docking for bioactive ligand discovery. Nature. 2021 Dec; 600(7890):759-764. [PubMed]
  • Bender BJ, Gahbauer S, Luttens A, Lyu J, Webb CM, Stein RM, Fink EA, Balius TE, Carlsson J, Irwin JJ, Shoichet BK. A practical guide to large-scale docking. Nat Protoc. 2021 Oct; 16(10):4799-4832. [PubMed]
  • Gu S, Smith MS, Yang Y, Irwin JJ, Shoichet BK. Ligand Strain Energy in Large Library Docking. J Chem Inf Model. 2021 09 27; 61(9):4331-4341. [PubMed]
  • Schuller M, Correy GJ, Gahbauer S, Fearon D, Wu T, Díaz RE, Young ID, Carvalho Martins L, Smith DH, Schulze-Gahmen U, Owens TW, Deshpande I, Merz GE, Thwin AC, Biel JT, Peters JK, Moritz M, Herrera N, Kratochvil HT, QCRG Structural Biology Consortium, Aimon A, Bennett JM, Brandao Neto J, Cohen AE, Dias A, Douangamath A, Dunnett L, Fedorov O, Ferla MP, Fuchs MR, Gorrie-Stone TJ, Holton JM, Johnson MG, Krojer T, Meigs G, Powell AJ, Rack JGM, Rangel VL, Russi S, Skyner RE, Smith CA, Soares AS, Wierman JL, Zhu K, O'Brien P, Jura N, Ashworth A, Irwin JJ, Thompson MC, Gestwicki JE, von Delft F, Shoichet BK, Fraser JS, Ahel I. Fragment binding to the Nsp3 macrodomain of SARS-CoV-2 identified through crystallographic screening and computational docking. Sci Adv. 2021 04; 7(16). [PubMed]
  • Stein RM, Yang Y, Balius TE, O'Meara MJ, Lyu J, Young J, Tang K, Shoichet BK, Irwin JJ. Property-Unmatched Decoys in Docking Benchmarks. J Chem Inf Model. 2021 02 22; 61(2):699-714. [PubMed]

2020

  • Schuller M, Correy GJ, Gahbauer S, Fearon D, Wu T, Díaz RE, Young ID, Martins LC, Smith DH, Schulze-Gahmen U, Owens TW, Deshpande I, Merz GE, Thwin AC, Biel JT, Peters JK, Moritz M, Herrera N, Kratochvil HT, QCRG Structural Biology Consortium, Aimon A, Bennett JM, Neto JB, Cohen AE, Dias A, Douangamath A, Dunnett L, Fedorov O, Ferla MP, Fuchs M, Gorrie-Stone TJ, Holton JM, Johnson MG, Krojer T, Meigs G, Powell AJ, Johannes Gregor Matthias Rack, Rangel VL, Russi S, Skyner RE, Smith CA, Soares AS, Wierman JL, Zhu K, Jura N, Ashworth A, Irwin J, Thompson MC, Gestwicki JE, von Delft F, Shoichet BK, Fraser JS, Ahel I. Fragment Binding to the Nsp3 Macrodomain of SARS-CoV-2 Identified Through Crystallographic Screening and Computational Docking. bioRxiv. 2020 Nov 24. [PubMed]
  • Irwin JJ, Tang KG, Young J, Dandarchuluun C, Wong BR, Khurelbaatar M, Moroz YS, Mayfield J, Sayle RA. ZINC20-A Free Ultralarge-Scale Chemical Database for Ligand Discovery. J Chem Inf Model. 2020 12 28; 60(12):6065-6073. [PubMed]
  • Pottel J, Armstrong D, Zou L, Fekete A, Huang XP, Torosyan H, Bednarczyk D, Whitebread S, Bhhatarai B, Liang G, Jin H, Ghaemi SN, Slocum S, Lukacs KV, Irwin JJ, Berg EL, Giacomini KM, Roth BL, Shoichet BK, Urban L. The activities of drug inactive ingredients on biological targets. Science. 2020 07 24; 369(6502):403-413. [PubMed]
  • Grant Glatfelter, Reed Stein, Hye Jin Kang, Anthony Jones, John Irwin, Bryan Roth, Brian Shoichet, Margarita Dubocovich. In vivo Efficacy of Novel Type Preferring MT1 Melatonin Receptor Inverse Agonists in C3H/HeN Mouse Models of Chronobiological Behavior. The FASEB Journal. 2020 Apr 1; 34(S1):1-1.
  • Wan X, Yang T, Cuesta A, Pang X, Balius TE, Irwin JJ, Shoichet BK, Taunton J. Discovery of Lysine-Targeted eIF4E Inhibitors through Covalent Docking. J Am Chem Soc. 2020 03 18; 142(11):4960-4964. [PubMed]
  • Stein RM, Kang HJ, McCorvy JD, Glatfelter GC, Jones AJ, Che T, Slocum S, Huang XP, Savych O, Moroz YS, Stauch B, Johansson LC, Cherezov V, Kenakin T, Irwin JJ, Shoichet BK, Roth BL, Dubocovich ML. Virtual discovery of melatonin receptor ligands to modulate circadian rhythms. Nature. 2020 03; 579(7800):609-614. [PubMed]
  • Ballante F, Rudling A, Zeifman A, Luttens A, Vo DD, Irwin JJ, Kihlberg J, Brea J, Loza MI, Carlsson J. Docking Finds GPCR Ligands in Dark Chemical Matter. J Med Chem. 2020 01 23; 63(2):613-620. [PubMed]

2019

  • Lyu J, Wang S, Balius TE, Singh I, Levit A, Moroz YS, O'Meara MJ, Che T, Algaa E, Tolmachova K, Tolmachev AA, Shoichet BK, Roth BL, Irwin JJ. Ultra-large library docking for discovering new chemotypes. Nature. 2019 02; 566(7743):224-229. [PubMed]

2017

  • Irwin JJ, Gaskins G, Sterling T, Mysinger MM, Keiser MJ. Predicted Biological Activity of Purchasable Chemical Space. J Chem Inf Model. 2018 01 22; 58(1):148-164. [PubMed]
  • Roth BL, Irwin JJ, Shoichet BK. Discovery of new GPCR ligands to illuminate new biology. Nat Chem Biol. 2017 Nov; 13(11):1143-1151. [PubMed]

2016

  • Lacroix C, Fish I, Torosyan H, Parathaman P, Irwin JJ, Shoichet BK, Angers S. Identification of Novel Smoothened Ligands Using Structure-Based Docking. PLoS One. 2016; 11(8):e0160365. [PubMed]
  • Irwin JJ, Shoichet BK. Docking Screens for Novel Ligands Conferring New Biology. J Med Chem. 2016 05 12; 59(9):4103-20. [PubMed]

2015

  • Sterling T, Irwin JJ. ZINC 15--Ligand Discovery for Everyone. J Chem Inf Model. 2015 Nov 23; 55(11):2324-37. [PubMed]
  • Irwin JJ, Duan D, Torosyan H, Doak AK, Ziebart KT, Sterling T, Tumanian G, Shoichet BK. An Aggregation Advisor for Ligand Discovery. J Med Chem. 2015 Sep 10; 58(17):7076-87. [PubMed]
  • London N, Miller RM, Krishnan S, Uchida K, Irwin JJ, Eidam O, Gibold L, Cimermancic P, Bonnet R, Shoichet BK, Taunton J. Erratum: Covalent docking of large libraries for the discovery of chemical probes. Nat Chem Biol. 2015 Mar; 11(3):235. [PubMed]

2014

  • London N, Miller RM, Krishnan S, Uchida K, Irwin JJ, Eidam O, Gibold L, Cimermancic P, Bonnet R, Shoichet BK, Taunton J. Covalent docking of large libraries for the discovery of chemical probes. Nat Chem Biol. 2014 Dec; 10(12):1066-72. [PubMed]
  • Barelier S, Eidam O, Fish I, Hollander J, Figaroa F, Nachane R, Irwin JJ, Shoichet BK, Siegal G. Increasing chemical space coverage by combining empirical and computational fragment screens. ACS Chem Biol. 2014 Jul 18; 9(7):1528-35. [PubMed]
  • Silber BM, Gever JR, Rao S, Li Z, Renslo AR, Widjaja K, Wong C, Giles K, Freyman Y, Elepano M, Irwin JJ, Jacobson MP, Prusiner SB. Novel compounds lowering the cellular isoform of the human prion protein in cultured human cells. Bioorg Med Chem. 2014 Mar 15; 22(6):1960-72. [PubMed]
  • Nir London, Rand M. Miller, John J. Irwin, Oliv Eidam, Lucie Gibold, Richard Bonnet, Brian K. Shoichet, Jack Taunton. Covalent Docking of Large Libraries for the Discovery of Chemical Probes. Biophysical Journal. 2014 Jan 1; 106(2):264a.

2013

  • Coleman RG, Carchia M, Sterling T, Irwin JJ, Shoichet BK. Ligand pose and orientational sampling in molecular docking. PLoS One. 2013; 8(10):e75992. [PubMed]
  • Silber BM, Gever JR, Li Z, Gallardo-Godoy A, Renslo AR, Widjaja K, Irwin JJ, Rao S, Jacobson MP, Ghaemmaghami S, Prusiner SB. Antiprion compounds that reduce PrP(Sc) levels in dividing and stationary-phase cells. Bioorg Med Chem. 2013 Dec 15; 21(24):7999-8012. [PubMed]
  • Benod C, Carlsson J, Uthayaruban R, Hwang P, Irwin JJ, Doak AK, Shoichet BK, Sablin EP, Fletterick RJ. Structure-based discovery of antagonists of nuclear receptor LRH-1. J Biol Chem. 2013 Jul 05; 288(27):19830-44. [PubMed]
  • Geier EG, Schlessinger A, Fan H, Gable JE, Irwin JJ, Sali A, Giacomini KM. Structure-based ligand discovery for the Large-neutral Amino Acid Transporter 1, LAT-1. Proc Natl Acad Sci U S A. 2013 Apr 02; 110(14):5480-5. [PubMed]

2012

  • Mysinger MM, Carchia M, Irwin JJ, Shoichet BK. Directory of useful decoys, enhanced (DUD-E): better ligands and decoys for better benchmarking. J Med Chem. 2012 Jul 26; 55(14):6582-94. [PubMed]
  • Gregori-Puigjané E, Setola V, Hert J, Crews BA, Irwin JJ, Lounkine E, Marnett L, Roth BL, Shoichet BK. Identifying mechanism-of-action targets for drugs and probes. Proc Natl Acad Sci U S A. 2012 Jul 10; 109(28):11178-83. [PubMed]
  • Irwin JJ, Sterling T, Mysinger MM, Bolstad ES, Coleman RG. ZINC: a free tool to discover chemistry for biology. J Chem Inf Model. 2012 Jul 23; 52(7):1757-68. [PubMed]
  • Fan H, Irwin JJ, Sali A. Virtual ligand screening against comparative protein structure models. Methods Mol Biol. 2012; 819:105-26. [PubMed]

2011

  • Laggner C, Kokel D, Setola V, Tolia A, Lin H, Irwin JJ, Keiser MJ, Cheung CY, Minor DL, Roth BL, Peterson RT, Shoichet BK. Chemical informatics and target identification in a zebrafish phenotypic screen. Nat Chem Biol. 2011 Dec 18; 8(2):144-6. [PubMed]
  • Fan H, Schneidman-Duhovny D, Irwin JJ, Dong G, Shoichet BK, Sali A. Statistical potential for modeling and ranking of protein-ligand interactions. J Chem Inf Model. 2011 Dec 27; 51(12):3078-92. [PubMed]
  • Carlsson J, Coleman RG, Setola V, Irwin JJ, Fan H, Schlessinger A, Sali A, Roth BL, Shoichet BK. Ligand discovery from a dopamine D3 receptor homology model and crystal structure. Nat Chem Biol. 2011 Sep 18; 7(11):769-78. [PubMed]
  • Schlessinger A, Geier E, Fan H, Irwin JJ, Shoichet BK, Giacomini KM, Sali A. Structure-based discovery of prescription drugs that interact with the norepinephrine transporter, NET. Proc Natl Acad Sci U S A. 2011 Sep 20; 108(38):15810-5. [PubMed]

2010

  • Keiser MJ, Irwin JJ, Shoichet BK. The chemical basis of pharmacology. Biochemistry. 2010 Dec 07; 49(48):10267-76. [PubMed]
  • Yadav PN, Abbas AI, Farrell MS, Setola V, Sciaky N, Huang XP, Kroeze WK, Crawford LK, Piel DA, Keiser MJ, Irwin JJ, Shoichet BK, Deneris ES, Gingrich J, Beck SG, Roth BL. The presynaptic component of the serotonergic system is required for clozapine's efficacy. Neuropsychopharmacology. 2011 Feb; 36(3):638-51. [PubMed]
  • Ferreira RS, Simeonov A, Jadhav A, Eidam O, Mott BT, Keiser MJ, McKerrow JH, Maloney DJ, Irwin JJ, Shoichet BK. Complementarity between a docking and a high-throughput screen in discovering new cruzain inhibitors. J Med Chem. 2010 Jul 08; 53(13):4891-905. [PubMed]
  • Carlsson J, Yoo L, Gao ZG, Irwin JJ, Shoichet BK, Jacobson KA. Structure-based discovery of A2A adenosine receptor ligands. J Med Chem. 2010 May 13; 53(9):3748-55. [PubMed]
  • Dennis R, Fox T, Fuentes M, Gilliland A, Hanna S, Hogrefe C, Irwin J, Rao ST, Scheffe R, Schere K, Steyn D, Venkatram A. A FRAMEWORK FOR EVALUATING REGIONAL-SCALE NUMERICAL PHOTOCHEMICAL MODELING SYSTEMS. Environ Fluid Mech (Dordr). 2010; 10(4):471-489. [PubMed]

2009

  • Fan H, Irwin JJ, Webb BM, Klebe G, Shoichet BK, Sali A. Molecular docking screens using comparative models of proteins. J Chem Inf Model. 2009 Nov; 49(11):2512-27. [PubMed]
  • Keiser MJ, Setola V, Irwin JJ, Laggner C, Abbas AI, Hufeisen SJ, Jensen NH, Kuijer MB, Matos RC, Tran TB, Whaley R, Glennon RA, Hert J, Thomas KL, Edwards DD, Shoichet BK, Roth BL. Predicting new molecular targets for known drugs. Nature. 2009 Nov 12; 462(7270):175-81. [PubMed]
  • Irwin JJ, Shoichet BK, Mysinger MM, Huang N, Colizzi F, Wassam P, Cao Y. Automated docking screens: a feasibility study. J Med Chem. 2009 Sep 24; 52(18):5712-20. [PubMed]
  • Kolb P, Ferreira RS, Irwin JJ, Shoichet BK. Docking and chemoinformatic screens for new ligands and targets. Curr Opin Biotechnol. 2009 Aug; 20(4):429-36. [PubMed]
  • Irwin JJ. Staring off into chemical space. Nat Chem Biol. 2009 Aug; 5(8):536-7. [PubMed]
  • Hert J, Irwin JJ, Laggner C, Keiser MJ, Shoichet BK. Quantifying biogenic bias in screening libraries. Nat Chem Biol. 2009 Jul; 5(7):479-83. [PubMed]
  • Kolb P, Rosenbaum DM, Irwin JJ, Fung JJ, Kobilka BK, Shoichet BK. Structure-based discovery of beta2-adrenergic receptor ligands. Proc Natl Acad Sci U S A. 2009 Apr 21; 106(16):6843-8. [PubMed]
  • Kolb P, Irwin JJ. Docking screens: right for the right reasons? Curr Top Med Chem. 2009; 9(9):755-70. [PubMed]

2008

  • Jerome Hert, Michael J. Keiser, John J. Irwin, Tudor I. Oprea, Brian K. Shoichet. ChemInform Abstract: Quantifying the Relationships among Drug Classes. ChemInform. 2008 Jul 15; 39(29).
  • John S. Irwin, Kevin Civerolo, Christian Hogrefe, Wyat Appel, Kristen Foley, Jenise Swall. A procedure for inter-comparing the skill of regional-scale air quality model simulations of daily maximum 8-h ozone concentrations. Atmospheric Environment. 2008 Jul 1; 42(21):5403-5412.
  • Irwin JJ. Using ZINC to acquire a virtual screening library. Curr Protoc Bioinformatics. 2008 Jun; Chapter 14:14.6.1-14.6.23. [PubMed]
  • Hert J, Keiser MJ, Irwin JJ, Oprea TI, Shoichet BK. Quantifying the relationships among drug classes. J Chem Inf Model. 2008 Apr; 48(4):755-65. [PubMed]
  • Babaoglu K, Simeonov A, Irwin JJ, Nelson ME, Feng B, Thomas CJ, Cancian L, Costi MP, Maltby DA, Jadhav A, Inglese J, Austin CP, Shoichet BK. Comprehensive mechanistic analysis of hits from high-throughput and docking screens against beta-lactamase. J Med Chem. 2008 Apr 24; 51(8):2502-11. [PubMed]
  • Irwin JJ. Community benchmarks for virtual screening. J Comput Aided Mol Des. 2008 Mar-Apr; 22(3-4):193-9. [PubMed]
  • C. Hogrefe, J. -Y. Ku, G. Sistla, A. Gilliland, J. S. Irwin, P. S. Porter, E. Gégo, P. Kasibhatla, S. T. Rao. Has the Performance of Regional-Scale Photochemical Modelling Systems Changed over the Past Decade?. . 2008 Jan 1; 394-403.

2007

  • Sturla SJ, Irwin JJ, Loeppky RN, Mulvihill MJ, Searcey M. Chemistry in cancer research: a vital partnership. Cancer Res. 2007 Jul 15; 67(14):6539-43. [PubMed]
  • Sturla SJ, Irwin JJ, Loeppky RN, Mulvihill MJ, Searcey M. Chemistry in cancer research: a vital partnership. ACS Chem Biol. 2007 May 22; 2(5):286-92. [PubMed]
  • Keiser MJ, Roth BL, Armbruster BN, Ernsberger P, Irwin JJ, Shoichet BK. Relating protein pharmacology by ligand chemistry. Nat Biotechnol. 2007 Feb; 25(2):197-206. [PubMed]
  • Christian Hogrefe, J. M. Jones, A. Gilliland, P. Steven Porter, Edith Gégo, R. Gilliam, J. Swall, J. Irwin, S. T. Rao. Evaluation of an Annual Simulation of Ozone and Fine Particulate Matter over the Continental United States – Which Temporal Features are Captured?. . 2007 Jan 1; 562-570.
  • Edith Gégo, P. Steven Porter, Christian Hogrefe, R. Gilliam, A. Gilliland, J. Swall, J. Irwin, S. T. Rao. Objective Reduction of the Space-Time Domain Dimensionality for Evaluating Model Performance. . 2007 Jan 1; 543-552.
  • P. S. Porter, J. Swall, R. Gillian, E. L. Gego, Christian Hogrefe, A. Gilliland, J. S. Irwin, T. Rao. Temporal Signatures of Observations and Model Outputs: Do Time Series Decomposition Methods Capture Relevant Time Scales?. . 2007 Jan 1; 421-429.

2006

  • Hermann JC, Ghanem E, Li Y, Raushel FM, Irwin JJ, Shoichet BK. Predicting substrates by docking high-energy intermediates to enzyme structures. J Am Chem Soc. 2006 Dec 13; 128(49):15882-91. [PubMed]
  • Huang N, Shoichet BK, Irwin JJ. Benchmarking sets for molecular docking. J Med Chem. 2006 Nov 16; 49(23):6789-801. [PubMed]
  • Edith Gégo, P. Steven Porter, Christian Hogrefe, John S. Irwin. An objective comparison of CMAQ and REMSAD performances. Atmospheric Environment. 2006 Aug 1; 40(26):4920-4934.
  • C. Hogrefe, P.S. Porter, E. Gego, A. Gilliland, R. Gilliam, J. Swall, J. Irwin, S.T. Rao. Temporal features in observed and simulated meteorology and air quality over the Eastern United States. Atmospheric Environment. 2006 Aug 1; 40(26):5041-5055.
  • Irwin JJ. How good is your screening library? Curr Opin Chem Biol. 2006 Aug; 10(4):352-6. [PubMed]
  • Huang N, Kalyanaraman C, Irwin JJ, Jacobson MP. Physics-based scoring of protein-ligand complexes: enrichment of known inhibitors in large-scale virtual screening. J Chem Inf Model. 2006 Jan-Feb; 46(1):243-53. [PubMed]

2005

  • Edith L Gego, P. Steven Porter, John S. Irwin, Christian Hogrefe, S. Trivikrama Rao. Assessing the Comparability of Ammonium, Nitrate and Sulfate Concentrations Measured by Three Air Quality Monitoring Networks. Pure and Applied Geophysics. 2005 Oct 1; 162(10):1919-1939.
  • Irwin JJ, Raushel FM, Shoichet BK. Virtual screening against metalloenzymes for inhibitors and substrates. Biochemistry. 2005 Sep 20; 44(37):12316-28. [PubMed]
  • Brenk R, Irwin JJ, Shoichet BK. Here be dragons: docking and screening in an uncharted region of chemical space. J Biomol Screen. 2005 Oct; 10(7):667-74. [PubMed]
  • John J. Irwin, Brian K. Shoichet. ZINC — A Free Database of Commercially Available Compounds for Virtual Screening. ChemInform. 2005 Apr 19; 36(16).
  • Edith Gego, Christian Hogrefe, George Kallos, Antigoni Voudouri, John S. Irwin, S. Trivikrama Rao. Examination of model predictions at different horizontal grid resolutions. Environmental Fluid Mechanics. 2005 Apr 1; 5(1-2):63-85.
  • Edith L. Gego, P. Steven Porter, John S. Irwin, Christian Hogrefe, S. Trivikrama Rao. Assessing the Comparability of Ammonium, Nitrate and Sulfate Concentrations Measured by Three Air Quality Monitoring Networks. . 2005 Jan 1; 1919-1939.
  • Irwin JJ, Shoichet BK. ZINC--a free database of commercially available compounds for virtual screening. J Chem Inf Model. 2005 Jan-Feb; 45(1):177-82. [PubMed]

2004

  • Edith L. Gego, Christian Hogrefe, P. Steven Porter, John S. Irwin, S. Trivikrama Rao. Comparison of the Space-Time Signatures of Air Quality Data From Different Monitoring Networks. . 2004 Jan 1; 481-490.

2003

  • Atreya CE, Johnson EF, Irwin JJ, Dow A, Massimine KM, Coppens I, Stempliuk V, Beverley S, Joiner KA, Shoichet BK, Anderson KS. A molecular docking strategy identifies Eosin B as a non-active site inhibitor of protozoal bifunctional thymidylate synthase-dihydrofolate reductase. J Biol Chem. 2003 Apr 18; 278(16):14092-100. [PubMed]

2002

  • Shoichet BK, McGovern SL, Wei B, Irwin JJ. Lead discovery using molecular docking. Curr Opin Chem Biol. 2002 Aug; 6(4):439-46. [PubMed]