Matthieu Schapira

Matthieu Schapira

SGC Toronto

Schapira

Matthieu Schapira

MaRS Centre, South Tower, 101 College St., Suite 700, Toronto, ON, M5G 1L7, Canada

Affiliations

Biography

Matthieu Schapira, PhD is a Professor in the Department of Pharmacology and Toxicology, UofT, and is the head of computational chemistry, protein bioinformatics, and data management at the SGC-Toronto. He leads the CACHE initiative for benchmarking computational ‘hit finding’. Dr. Schapira is a recognized authority in the structural chemistry of drug target classes such as chromatin regulators, ubiquitylation pathways and WDR proteins, and has created popular online informatics resources for these targets such as Chromohub, Ubihub and ChemBioPort. He is interested in novel strategies to expand and ML tools to exploit the accessible chemistry space. His trainees have gone on to become important innovators in AI-driven drug discovery at Toronto-born biotechs such as Atomwise and Cyclica.

Positions available

Structural Chemistry of Helicase Inhibition.

Selvaratnam L, Willson TM, Schapira M

J Med Chem. 2025 . doi: 10.1021/acs.jmedchem.4c01909

PMID: 39933052

CACHE Challenge #1: Targeting the WDR Domain of LRRK2, A Parkinson's Disease Associated Protein.

Li F, Ackloo S, Arrowsmith CH, Ban F, Barden CJ, Beck H, Beránek J, Berenger F, Bolotokova A, Bret G, Breznik M, Carosati E, Chau I, Chen Y, Cherkasov A, Corte DD, Denzinger K, Dong A, Draga S, Dunn I, Edfeldt K, Edwards A, Eguida M, Eisenhuth P, Friedrich L, Fuerll A, Gardiner SS, Gentile F, Ghiabi P, Gibson E, Glavatskikh M, Gorgulla C, Guenther J, Gunnarsson A, Gusev F, Gutkin E, Halabelian L, Harding RJ, Hillisch A, Hoffer L, Hogner A, Houliston S, Irwin JJ, Isayev O, Ivanova A, Jacquemard C, Jarrett AJ, Jensen JH, Kireev D, Kleber J, Koby SB, Koes D, Kumar A, Kurnikova MG, Kutlushina A, Lessel U, Liessmann F, Liu S, Lu W, Meiler J, Mettu A, Minibaeva G, Moretti R, Morris CJ, Narangoda C, Noonan T, Obendorf L, Pach S, Pandit A, Perveen S, Poda G, Polishchuk P, Puls K, Pütter V, Rognan D, Roskams-Edris D, Schindler C, Sindt F, Spiwok V, Steinmann C, Stevens RL, Talagayev V, Tingey D, Vu O, Walters WP, Wang X, Wang Z, Wolber G, Wolf CA, Wortmann L, Zeng H, Zepeda CA, Zhang KYJ, Zhang J, Zheng S, Schapira M

J Chem Inf Model. 2024 . doi: 10.1021/acs.jcim.4c01267

PMID: 39499532

Benchmarking Methods for PROTAC Ternary Complex Structure Prediction.

Rovers E, Schapira M

J Chem Inf Model. 2024 64(15):6162-6173. doi: 10.1021/acs.jcim.4c00426

PMID: 39087481

Chemical coverage of human biological pathways.

Angela Kwak H, Liu L, Tredup C, Röhm S, Prinos P, Böttcher J, Schapira M

Drug Discov Today. 2024 104144. doi: 10.1016/j.drudis.2024.104144

PMID: 39179147

A data science roadmap for open science organizations engaged in early-stage drug discovery.

Edfeldt K, Edwards AM, Engkvist O, Günther J, Hartley M, Hulcoop DG, Leach AR, Marsden BD, Menge A, Misquitta L, Müller S, Owen DR, Schütt KT, Skelton N, Steffen A, Tropsha A, Vernet E, Wang Y, Wellnitz J, Willson TM, Clevert DA, Haibe-Kains B, Schiavone LH, Schapira M

Nat Commun. 2024 15(1):5640. doi: 10.1038/s41467-024-49777-x

PMID: 38965235

The Pan-Canadian Chemical Library: A Mechanism to Open Academic Chemistry to High-Throughput Virtual Screening.

Bedart C, Shimokura G, West FG, Wood TE, Batey RA, Irwin JJ, Schapira M

Sci Data. 2024 11(1):597. doi: 10.1038/s41597-024-03443-5

PMID: 38844472

Small Molecule Screen Identifies Non-catalytic USP3 Chemical Handle.

Mann MK, Wolf E, Silva M, Kwak HA, Wilson B, Bolotokova A, Wilson DJ, Harding RJ, Schapira M

ACS Omega. 2024 9(1):917-924. doi: 10.1021/acsomega.3c07070

PMID: 38222562

Methods for computer-assisted PROTAC design.

Rovers E, Schapira M

Methods Enzymol. 2023 690:311-340. doi: 10.1016/bs.mie.2023.06.020

PMID: 37858533

ProxyBind: A compendium of binding sites for proximity-induced pharmacology.

Rovers E, Liu L, Schapira M

Comput Struct Biotechnol J. 2022 20:6163-6171. doi: 10.1016/j.csbj.2022.11.010

PMID: 36420167

2025

The Need for Continuing Blinded Pose- and Activity Prediction Benchmarks.

Kramer C, Chodera J, Damm-Ganamet KL, Gilson MK, Günther J, Lessel U, Lewis RA, Mobley D, Nittinger E, Pecina A, Schapira M, Walters WP

J Chem Inf Model. 2025-2-14 . .doi: 10.1021/acs.jcim.4c02296

PMID: 39951479

Structural Chemistry of Helicase Inhibition.

Selvaratnam L, Willson TM, Schapira M

J Med Chem. 2025-2-11 . .doi: 10.1021/acs.jmedchem.4c01909

PMID: 39933052

Enantioselective Protein Affinity Selection Mass Spectrometry (EAS-MS).

Wang X, Sun J, Ahmad S, Yang D, Li F, Chan UH, Zeng H, Simoben CV, Houliston S, Dong A, Bolotokova A, Gibson E, Kutera M, Ghiabi P, Kondratov I, Matviyuk T, Chuprina A, Mavridi D, Lenz C, Joerger AC, Brown BD, Heath RB, Yue WW, Robbie LK, Beyett TS, Müller S, Knapp S, Harding R, Schapira M, Brown PJ, Santhakumar V, Ackloo S, Arrowsmith CH, Edwards AM, Peng H, Halabelian L

bioRxiv. 2025-2-3 . .doi: 10.1101/2025.01.17.633682

PMID: 39896675

Functionally active modulators targeting the LRRK2 WD40 repeat domain identified by FRASE-bot in CACHE Challenge #1.

Mettu A, Glavatskikh M, Wang X, Lara Ordóñez AJ, Li F, Chau I, Ackloo S, Arrowsmith C, Bolotokova A, Ghiabi P, Gibson E, Halabelian L, Houliston S, Harding RJ, Hutchinson A, Loppnau P, Perveen S, Seitova A, Zeng H, Schapira M, Taymans JM, Kireev D

Chem Sci. 2025-1-29 . .doi: 10.1039/d4sc07532c

PMID: 39877816

2024

CACHE Challenge #1: Targeting the WDR Domain of LRRK2, A Parkinson's Disease Associated Protein.

Li F, Ackloo S, Arrowsmith CH, Ban F, Barden CJ, Beck H, Beránek J, Berenger F, Bolotokova A, Bret G, Breznik M, Carosati E, Chau I, Chen Y, Cherkasov A, Corte DD, Denzinger K, Dong A, Draga S, Dunn I, Edfeldt K, Edwards A, Eguida M, Eisenhuth P, Friedrich L, Fuerll A, Gardiner SS, Gentile F, Ghiabi P, Gibson E, Glavatskikh M, Gorgulla C, Guenther J, Gunnarsson A, Gusev F, Gutkin E, Halabelian L, Harding RJ, Hillisch A, Hoffer L, Hogner A, Houliston S, Irwin JJ, Isayev O, Ivanova A, Jacquemard C, Jarrett AJ, Jensen JH, Kireev D, Kleber J, Koby SB, Koes D, Kumar A, Kurnikova MG, Kutlushina A, Lessel U, Liessmann F, Liu S, Lu W, Meiler J, Mettu A, Minibaeva G, Moretti R, Morris CJ, Narangoda C, Noonan T, Obendorf L, Pach S, Pandit A, Perveen S, Poda G, Polishchuk P, Puls K, Pütter V, Rognan D, Roskams-Edris D, Schindler C, Sindt F, Spiwok V, Steinmann C, Stevens RL, Talagayev V, Tingey D, Vu O, Walters WP, Wang X, Wang Z, Wolber G, Wolf CA, Wortmann L, Zeng H, Zepeda CA, Zhang KYJ, Zhang J, Zheng S, Schapira M

J Chem Inf Model. 2024-11-5 . .doi: 10.1021/acs.jcim.4c01267

PMID: 39499532

A Target Class Ligandability Evaluation of WD40 Repeat-Containing Proteins.

Ackloo S, Li F, Szewczyk M, Seitova A, Loppnau P, Zeng H, Xu J, Ahmad S, Arnautova YA, Baghaie AJ, Beldar S, Bolotokova A, Centrella PA, Chau I, Clark MA, Cuozzo JW, Dehghani-Tafti S, Disch JS, Dong A, Dumas A, Feng JA, Ghiabi P, Gibson E, Gilmer J, Goldman B, Green SR, Guié MA, Guilinger JP, Harms N, Herasymenko O, Houliston S, Hutchinson A, Kearnes S, Keefe AD, Kimani SW, Kramer T, Kutera M, Kwak HA, Lento C, Li Y, Liu J, Loup J, Machado RAC, Mulhern CJ, Perveen S, Righetto GL, Riley P, Shrestha S, Sigel EA, Silva M, Sintchak MD, Slakman BL, Taylor RD, Thompson J, Torng W, Underkoffler C, von Rechenberg M, Walsh RT, Watson I, Wilson DJ, Wolf E, Yadav M, Yazdi AK, Zhang J, Zhang Y, Santhakumar V, Edwards AM, Barsyte-Lovejoy D, Schapira M, Brown PJ, Halabelian L, Arrowsmith CH

J Med Chem. 2024-11-4 . .doi: 10.1021/acs.jmedchem.4c02010

PMID: 39495097

Chemical coverage of human biological pathways.

Angela Kwak H, Liu L, Tredup C, Röhm S, Prinos P, Böttcher J, Schapira M

Drug Discov Today. 2024-8-21 . 104144 .doi: 10.1016/j.drudis.2024.104144

PMID: 39179147

Benchmarking Methods for PROTAC Ternary Complex Structure Prediction.

Rovers E, Schapira M

J Chem Inf Model. 2024-8-12 . 64(15):6162-6173 .doi: 10.1021/acs.jcim.4c00426

PMID: 39087481

A data science roadmap for open science organizations engaged in early-stage drug discovery.

Edfeldt K, Edwards AM, Engkvist O, Günther J, Hartley M, Hulcoop DG, Leach AR, Marsden BD, Menge A, Misquitta L, Müller S, Owen DR, Schütt KT, Skelton N, Steffen A, Tropsha A, Vernet E, Wang Y, Wellnitz J, Willson TM, Clevert DA, Haibe-Kains B, Schiavone LH, Schapira M

Nat Commun. 2024-7-5 . 15(1):5640 .doi: 10.1038/s41467-024-49777-x

PMID: 38965235