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Lin X, Su Z, Liu YL, Liu J, Kuang X, Cummings PT, Spencer-Smith J, Meiler J. SuperMetal: A Generative AI Framework for Rapid and Precise Metal Ion Location Prediction in Proteins. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.21.644685. [PMID: 40196543 PMCID: PMC11974720 DOI: 10.1101/2025.03.21.644685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/09/2025]
Abstract
Metal ions, as abundant and vital cofactors in numerous proteins, are crucial for enzymatic activities and protein interactions. Given their pivotal role and catalytic efficiency, accurately and efficiently identifying metal-binding sites is fundamental to elucidating their biological functions and has significant implications for protein engineering and drug discovery. To address this challenge, we present SuperMetal, a generative AI framework that leverages a score-based diffusion model coupled with a confidence model to predict metal-binding sites in proteins with high precision and efficiency. Using zinc ions as an example, SuperMetal outperforms existing state-of-the-art models, achieving a precision of 94 % and coverage of 90 %, with zinc ions localization within 0.52 ± 0.55 Å of experimentally determined positions, thus marking a substantial advance in metal-binding site prediction. Furthermore, SuperMetal demonstrates rapid prediction capabilities (under 10 seconds for proteins with ∼ 2000 residues) and remains minimally affected by increases in protein size. Notably, SuperMetal does not require prior knowledge of the number of metal ions-unlike AlphaFold 3, which depends on this information. Additionally, SuperMetal can be readily adapted to other metal ions or repurposed as a probe framework to identify other types of binding sites, such as protein-binding pockets.
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2
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Mizoguchi T, Mikami S, Yatou M, Kondo Y, Omaru S, Kuwabara S, Okura W, Noda S, Tenno T, Hiroaki H, Itoh M. Small-Molecule-Mediated Suppression of BMP Signaling by Selective Inhibition of BMP1-Dependent Chordin Cleavage. Int J Mol Sci 2023; 24:4313. [PMID: 36901744 PMCID: PMC10001940 DOI: 10.3390/ijms24054313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 02/09/2023] [Accepted: 02/17/2023] [Indexed: 02/24/2023] Open
Abstract
BMP signaling is critical for many biological processes. Therefore, small molecules that modulate BMP signaling are useful for elucidating the function of BMP signaling and treating BMP signaling-related diseases. Here, we performed a phenotypic screening in zebrafish to examine the in vivo effects of N-substituted-2-amino-benzoic acid analogs NPL1010 and NPL3008 and found that they affect BMP signaling-dependent dorsal-ventral (D-V) patterning and bone formation in zebrafish embryos. Furthermore, NPL1010 and NPL3008 suppressed BMP signaling upstream of BMP receptors. BMP1 cleaves Chordin, an antagonist of BMP, and negatively regulates BMP signaling. Docking simulations demonstrated that NPL1010 and NPL3008 bind BMP1. We found that NPL1010 and NPL3008 partially rescued the disruptions in the D-V phenotype caused by bmp1 overexpression and selectively inhibited BMP1-dependent Chordin cleavage. Therefore, NPL1010 and NPL3008 are potentially valuable inhibitors of BMP signaling that act through selective inhibition of Chordin cleavage.
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Affiliation(s)
- Takamasa Mizoguchi
- Graduate School of Pharmaceutical Science, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675, Japan
| | - Shohei Mikami
- Graduate School of Pharmaceutical Science, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675, Japan
| | - Mari Yatou
- Graduate School of Pharmaceutical Science, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675, Japan
| | - Yui Kondo
- Graduate School of Pharmaceutical Science, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675, Japan
| | - Shuhei Omaru
- Graduate School of Pharmaceutical Science, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675, Japan
| | - Shuhei Kuwabara
- Graduate School of Pharmaceutical Science, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675, Japan
| | - Wataru Okura
- Graduate School of Pharmaceutical Science, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675, Japan
| | - Syouta Noda
- Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa, Nagoya 464-8601, Aichi, Japan
| | - Takeshi Tenno
- Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa, Nagoya 464-8601, Aichi, Japan
- BeCerllBar, LLC., Business Incubation Building, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Aichi, Japan
| | - Hidekazu Hiroaki
- Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa, Nagoya 464-8601, Aichi, Japan
- BeCerllBar, LLC., Business Incubation Building, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Aichi, Japan
- Department of Biological Sciences, Faculty of Science, Nagoya University, Furocho, Chikusa, Nagoya 464-8602, Aichi, Japan
| | - Motoyuki Itoh
- Graduate School of Pharmaceutical Science, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675, Japan
- Research Institute of Disaster Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675, Japan
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3
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Sharma U, Vadon-Le Goff S, Harlos K, Zhao Y, Mariano N, Bijakowski C, Bourhis JM, Moali C, Hulmes DJS, Aghajari N. Dynamics of the secreted frizzled related protein Sizzled and potential implications for binding to bone morphogenetic protein-1 (BMP-1). Sci Rep 2022; 12:14850. [PMID: 36050373 PMCID: PMC9437010 DOI: 10.1038/s41598-022-18795-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 08/19/2022] [Indexed: 11/09/2022] Open
Abstract
Sizzled (Szl) is both a secreted frizzled related protein (sFRP) and a naturally occurring inhibitor of the zinc metalloproteinase bone morphogenetic protein-1 (BMP-1), a key regulator of extracellular matrix assembly and growth factor activation. Here we present a new crystal structure for Szl which differs from that previously reported by a large scale (90°) hinge rotation between its cysteine-rich and netrin-like domains. We also present results of a molecular docking analysis showing interactions likely to be involved in the inhibition of BMP-1 activity by Szl. When compared with known structures of BMP-1 in complex with small molecule inhibitors, this reveals features that may be helpful in the design of new inhibitors to prevent the excessive accumulation of extracellular matrix that is the hallmark of fibrotic diseases.
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Affiliation(s)
- Urvashi Sharma
- Molecular Microbiology and Structural Biochemistry, UMR 5086 CNRS-University of Lyon, 7 passage du Vercors, 69367, Lyon, France
- National Institute of Biologicals, A-32, Institutional Area, Sector 62, Noida, 201309, India
| | - Sandrine Vadon-Le Goff
- Tissue Biology and Therapeutic Engineering Laboratory, UMR 5305 CNRS-University of Lyon, 7 passage du Vercors, 69367, Lyon, France
| | - Karl Harlos
- Division of Structural Biology, The Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Yuguang Zhao
- Division of Structural Biology, The Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Natacha Mariano
- Tissue Biology and Therapeutic Engineering Laboratory, UMR 5305 CNRS-University of Lyon, 7 passage du Vercors, 69367, Lyon, France
| | - Cecile Bijakowski
- Tissue Biology and Therapeutic Engineering Laboratory, UMR 5305 CNRS-University of Lyon, 7 passage du Vercors, 69367, Lyon, France
| | - Jean-Marie Bourhis
- Tissue Biology and Therapeutic Engineering Laboratory, UMR 5305 CNRS-University of Lyon, 7 passage du Vercors, 69367, Lyon, France
| | - Catherine Moali
- Tissue Biology and Therapeutic Engineering Laboratory, UMR 5305 CNRS-University of Lyon, 7 passage du Vercors, 69367, Lyon, France
| | - David J S Hulmes
- Tissue Biology and Therapeutic Engineering Laboratory, UMR 5305 CNRS-University of Lyon, 7 passage du Vercors, 69367, Lyon, France
| | - Nushin Aghajari
- Molecular Microbiology and Structural Biochemistry, UMR 5086 CNRS-University of Lyon, 7 passage du Vercors, 69367, Lyon, France.
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4
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Wu C, Cook R, Wu P, Srikumar N, Chee E, Sawyer WS, Wang H, Hazen M, Hotzel I, N'Diaye EN, Ding N, Liu Y, Tran JC, Ye Z. Using a peptide-based mass spectrometry approach to quantitate proteolysis of an intact heterogeneous procollagen substrate by BMP1 for antagonistic antibody screening. Anal Bioanal Chem 2022; 414:6601-6610. [PMID: 35821276 DOI: 10.1007/s00216-022-04220-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 06/24/2022] [Accepted: 06/30/2022] [Indexed: 11/01/2022]
Abstract
Proteases are critical proteins involved in cleaving substrates that may impact biological pathways, cellular processes, or disease progression. In the biopharmaceutical industry, modulating the levels of protease activity is an important strategy for mitigating many types of diseases. While a variety of analytical tools exist for characterizing substrate cleavages, in vitro functional screening for antibody inhibitors of protease activity using physiologically relevant intact protein substrates remains challenging. In addition, detecting such large protein substrates with high heterogeneity using high-throughput mass spectrometry screening has rarely been reported in the literature with concerns for assay robustness and sensitivity. In this study, we established a peptide-based in vitro functional screening assay for antibody inhibitors of mouse bone morphogenic protein 1 (mBMP1) metalloprotease using a heterogeneous recombinant 66-kDa mouse Procollagen I alpha 1 chain (mProcollagen) substrate. We compared several analytical tools including capillary gel electrophoresis Western blot (CE-Western blot), as well as both intact protein and peptide-based mass spectrometry (MS) to quantitate the mBMP1 proteolytic activity and its inhibition by antibodies using this heterogeneous mProcollagen substrate. We concluded that the peptide-based mass spectrometry screening assay was the most suitable approach in terms of throughput, sensitivity, and assay robustness. We then optimized our mBMP1 proteolysis reaction after characterizing the enzyme kinetics using the peptide-based MS assay. This assay resulted in Z' values ranging from 0.6 to 0.8 from the screening campaign. Among over 1200 antibodies screened, IC50 characterization was performed on the top candidate hits, which showed partial or complete inhibitory activities against mBMP1.
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Affiliation(s)
- Cong Wu
- Department of Biochemical and Cellular Pharmacology, Genentech, South San Francisco, CA, USA.
| | - Ryan Cook
- Department of Biochemical and Cellular Pharmacology, Genentech, South San Francisco, CA, USA
| | - Ping Wu
- Department of Structural Biology, Genentech, South San Francisco, CA, USA
| | | | - Elin Chee
- Department of Biochemical and Cellular Pharmacology, Genentech, South San Francisco, CA, USA
| | - William S Sawyer
- Department of Biochemical and Cellular Pharmacology, Genentech, South San Francisco, CA, USA
| | - Hua Wang
- Morphic Therapeutic, Waltham, MA, USA
| | - Meredith Hazen
- Department of Antibody Engineering, Genentech, South San Francisco, CA, USA
| | - Isidro Hotzel
- Department of Antibody Engineering, Genentech, South San Francisco, CA, USA
| | | | - Ning Ding
- Department of Discovery Immunology, Genentech, South San Francisco, CA, USA
| | | | - John C Tran
- Department of Biochemical and Cellular Pharmacology, Genentech, South San Francisco, CA, USA
| | - Zhengmao Ye
- Department of Biochemical and Cellular Pharmacology, Genentech, South San Francisco, CA, USA
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5
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Ma HY, N'Diaye EN, Caplazi P, Huang Z, Arlantico A, Jeet S, Wong A, Brightbill HD, Li Q, Wong WR, Sandoval W, Tam L, Newman R, Roose-Girma M, Ding N. BMP1 is not required for lung fibrosis in mice. Sci Rep 2022; 12:5466. [PMID: 35361882 PMCID: PMC8971496 DOI: 10.1038/s41598-022-09557-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 03/24/2022] [Indexed: 01/01/2023] Open
Abstract
Bone morphogenetic protein 1 (BMP1) belongs to the astacin/BMP1/tolloid-like family of zinc metalloproteinases, which play a fundamental role in the development and formation of extracellular matrix (ECM). BMP1 mediates the cleavage of carboxyl terminal (C-term) propeptides from procollagens, a crucial step in fibrillar collagen fiber formation. Blocking BMP1 by small molecule or antibody inhibitors has been linked to anti-fibrotic activity in the preclinical models of skin, kidney and liver fibrosis. Therefore, we reason that BMP1 may be important for the pathogenesis of lung fibrosis and BMP1 could be a potential therapeutic target for progressive fibrotic disease such as idiopathic pulmonary fibrosis (IPF). Here, we observed the increased expression of BMP1 in both human IPF lungs and mouse fibrotic lungs induced by bleomycin. Furthermore, we developed an inducible Bmp1 conditional knockout (cKO) mouse strain. We found that Bmp1 deletion does not protect mice from lung fibrosis triggered by bleomycin. Moreover, we found no significant impact of BMP1 deficiency upon C-term propeptide of type I procollagen (CICP) production in the fibrotic mouse lungs. Based on these results, we propose that BMP1 is not required for lung fibrosis in mice and BMP1 may not be considered a candidate therapeutic target for IPF.
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Affiliation(s)
- Hsiao-Yen Ma
- Department of Discovery Immunology, Genentech, South San Francisco, CA, USA
| | - Elsa-Noah N'Diaye
- Department of Discovery Immunology, Genentech, South San Francisco, CA, USA
| | - Patrick Caplazi
- Department of Pathology, Genentech, South San Francisco, CA, USA
| | - Zhiyu Huang
- Department of Translational Immunology, Genentech, South San Francisco, CA, USA
| | - Alexander Arlantico
- Department of Translational Immunology, Genentech, South San Francisco, CA, USA
| | - Surinder Jeet
- Department of Translational Immunology, Genentech, South San Francisco, CA, USA
| | - Aaron Wong
- Department of Translational Immunology, Genentech, South San Francisco, CA, USA
| | - Hans D Brightbill
- Department of Translational Immunology, Genentech, South San Francisco, CA, USA
| | - Qingling Li
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, South San Francisco, CA, USA
| | - Weng Ruth Wong
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, South San Francisco, CA, USA
| | - Wendy Sandoval
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, South San Francisco, CA, USA
| | - Lucinda Tam
- Department of Molecular Biology, Genentech, South San Francisco, CA, USA
| | - Robert Newman
- Department of Molecular Biology, Genentech, South San Francisco, CA, USA
| | - Merone Roose-Girma
- Department of Molecular Biology, Genentech, South San Francisco, CA, USA
| | - Ning Ding
- Department of Discovery Immunology, Genentech, South San Francisco, CA, USA.
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6
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Vantourout JC, Mason AM, Yuen J, Simpson GL, Evindar G, Kuai L, Hobbs M, Edgar E, Needle S, Bai X, Wilson S, Scott-Stevens P, Traylen W, Lambert K, Young N, Bunally S, Summerfield SG, Snell R, Lad R, Shi E, Skinner S, Shewchuk L, Watson AJB, Chung CW, Pal S, Holt DA, Kallander LS, Prendergast J, Rivera K, Washburn DG, Harpel MR, Arico-Muendel C, Isidro-Llobet A. In Vivo Half-Life Extension of BMP1/TLL Metalloproteinase Inhibitors Using Small-Molecule Human Serum Albumin Binders. Bioconjug Chem 2021; 32:279-289. [PMID: 33523652 DOI: 10.1021/acs.bioconjchem.0c00662] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Reducing the required frequence of drug dosing can improve the adherence of patients to chronic treatments. Hence, drugs with longer in vivo half-lives are highly desirable. One of the most promising approaches to extend the in vivo half-life of drugs is conjugation to human serum albumin (HSA). In this work, we describe the use of AlbuBinder 1, a small-molecule noncovalent HSA binder, to extend the in vivo half-life and pharmacology of small-molecule BMP1/TLL inhibitors in humanized mice (HSA KI/KI). A series of conjugates of AlbuBinder 1 with BMP1/TLL inhibitors were prepared. In particular, conjugate c showed good solubility and a half-life extension of >20-fold versus the parent molecule in the HSA KI/KI mice, reaching half-lives of >48 h with maintained maximal inhibition of plasma BMP1/TLL. The same conjugate showed a half-life of only 3 h in the wild-type mice, suggesting that the half-life extension was principally due to specific interactions with HSA. It is envisioned that conjugation to AlbuBinder 1 should be applicable to a wide range of small molecule or peptide drugs with short half-lives. In this context, AlbuBinders represent a viable alternative to existing half-life extension technologies.
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Affiliation(s)
- Julien C Vantourout
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K.,Department of Pure and Applied Chemistry, University of Strathclyde, 295 Cathedral Street, Glasgow G11XL, U.K
| | - Andrew M Mason
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Josephine Yuen
- GlaxoSmithKline US, 200 Cambridge Park Drive, Cambridge, Massachusetts 02140, United States
| | - Graham L Simpson
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Ghotas Evindar
- GlaxoSmithKline US, 200 Cambridge Park Drive, Cambridge, Massachusetts 02140, United States
| | - Letian Kuai
- GlaxoSmithKline US, 200 Cambridge Park Drive, Cambridge, Massachusetts 02140, United States
| | - Michael Hobbs
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Emma Edgar
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Saul Needle
- GlaxoSmithKline US, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - Xiaopeng Bai
- GlaxoSmithKline US, 200 Cambridge Park Drive, Cambridge, Massachusetts 02140, United States
| | - Steve Wilson
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Paul Scott-Stevens
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - William Traylen
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Kim Lambert
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Neil Young
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Shenaz Bunally
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Scott G Summerfield
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Richard Snell
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Rakesh Lad
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Eric Shi
- GlaxoSmithKline US, 200 Cambridge Park Drive, Cambridge, Massachusetts 02140, United States
| | - Steven Skinner
- GlaxoSmithKline US, 200 Cambridge Park Drive, Cambridge, Massachusetts 02140, United States
| | - Lisa Shewchuk
- GlaxoSmithKline US, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | | | - Chun-Wa Chung
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Sandeep Pal
- GlaxoSmithKline U.K., Gunnels Wood Road, Stevenage, Hertfordshire SG1 2NY, U.K
| | - Dennis A Holt
- GlaxoSmithKline US, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - Lara S Kallander
- GlaxoSmithKline US, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - Joanne Prendergast
- GlaxoSmithKline US, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - Katrina Rivera
- GlaxoSmithKline US, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - David G Washburn
- GlaxoSmithKline US, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - Mark R Harpel
- GlaxoSmithKline US, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
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7
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N'Diaye EN, Cook R, Wang H, Wu P, LaCanna R, Wu C, Ye Z, Seshasayee D, Hazen M, Lin W, Tyagi T, Hotzel I, Tam L, Newman R, Roose-Girma M, Wolters PJ, Ding N. Extracellular BMP1 is the major proteinase for COOH-terminal proteolysis of type I procollagen in lung fibroblasts. Am J Physiol Cell Physiol 2020; 320:C162-C174. [PMID: 33206546 DOI: 10.1152/ajpcell.00012.2020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Proteolytic processing of procollagens is a central step during collagen fibril formation. Bone morphogenic protein 1 (BMP1) is a metalloprotease that plays an important role in the cleavage of carboxy-terminal (COOH-terminal) propeptides from procollagens. Although the removal of propeptides is required to generate mature collagen fibrils, the contribution of BMP1 to this proteolytic process and its action site remain to be fully determined. In this study, using postnatal lung fibroblasts as a model system, we showed that genetic ablation of Bmp1 in primary murine lung fibroblasts abrogated COOH-terminal cleavage from type I procollagen as measured by COOH-terminal propeptide of type I procollagen (CICP) production. We also showed that inhibition of BMP1 by siRNA-mediated knockdown or small-molecule inhibitor reduced the vast majority of CICP production and collagen deposition in primary human lung fibroblasts. Furthermore, we discovered and characterized two antibody inhibitors for BMP1. In both postnatal lung fibroblast and organoid cultures, BMP1 blockade prevented CICP production. Together, these findings reveal a nonredundant role of extracellular BMP1 to process CICP in lung fibroblasts and suggest that development of antibody inhibitors is a viable pharmacological approach to target BMP1 proteinase activity in fibrotic diseases.
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Affiliation(s)
- Elsa-Noah N'Diaye
- Department of Discovery Immunology, Genentech, South San Francisco, California
| | - Ryan Cook
- Department of Biochemical and Cellular Pharmacology, Genentech, South San Francisco, California
| | - Hua Wang
- Department of Antibody Engineering, Genentech, South San Francisco, California
| | - Ping Wu
- Department of Structural Biology, Genentech, South San Francisco, California
| | - Ryan LaCanna
- Department of Discovery Immunology, Genentech, South San Francisco, California
| | - Cong Wu
- Department of Biochemical and Cellular Pharmacology, Genentech, South San Francisco, California
| | - Zhengmao Ye
- Department of Biochemical and Cellular Pharmacology, Genentech, South San Francisco, California
| | - Dhaya Seshasayee
- Department of Antibody Engineering, Genentech, South San Francisco, California
| | - Meredith Hazen
- Department of Antibody Engineering, Genentech, South San Francisco, California
| | - WeiYu Lin
- Department of Antibody Engineering, Genentech, South San Francisco, California
| | - Tulika Tyagi
- Department of Antibody Engineering, Genentech, South San Francisco, California
| | - Isidro Hotzel
- Department of Antibody Engineering, Genentech, South San Francisco, California
| | - Lucinda Tam
- Department of Molecular Biology, Genentech, South San Francisco, California
| | - Robert Newman
- Department of Molecular Biology, Genentech, South San Francisco, California
| | - Merone Roose-Girma
- Department of Molecular Biology, Genentech, South San Francisco, California
| | - Paul J Wolters
- Department of Medicine, University of California, San Francisco, California
| | - Ning Ding
- Department of Discovery Immunology, Genentech, South San Francisco, California
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8
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van Haaften WT, Blokzijl T, Hofker HS, Olinga P, Dijkstra G, Bank RA, Boersema M. Intestinal stenosis in Crohn's disease shows a generalized upregulation of genes involved in collagen metabolism and recognition that could serve as novel anti-fibrotic drug targets. Therap Adv Gastroenterol 2020; 13:1756284820952578. [PMID: 32922514 PMCID: PMC7457685 DOI: 10.1177/1756284820952578] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 07/31/2020] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND AND AIMS Crohn's disease (CD) can be complicated by intestinal fibrosis. Pharmacological therapies against intestinal fibrosis are not available. The aim of this study was to determine whether pathways involved in collagen metabolism are upregulated in intestinal fibrosis, and to discuss which drugs might be suitable to inhibit excessive extracellular matrix formation targeting these pathways. METHODS Human fibrotic and non-fibrotic terminal ileum was obtained from patients with CD undergoing ileocecal resection due to stenosis. Genes involved in collagen metabolism were analyzed using a microfluidic low-density TaqMan array. A literature search was performed to find potential anti-fibrotic drugs that target proteins/enzymes involved in collagen synthesis, its degradation and its recognition. RESULTS mRNA expression of collagen type I (COL1A1, 0.76 ± 0.28 versus 37.82 ± 49.85, p = 0.02) and III (COL3A1, 2.01 ± 2.61 versus 68.65 ± 84.07, p = 0.02) was increased in fibrotic CD compared with non-fibrotic CD. mRNA expression of proteins involved in both intra- and extracellular post-translational modification of collagens (prolyl- and lysyl hydroxylases, lysyl oxidases, chaperones), collagen-degrading enzymes (MMPs and cathepsin-K), and collagen receptors were upregulated in the fibrosis-affected part. A literature search on the upregulated genes revealed several potential anti-fibrotic drugs. CONCLUSION Expression of genes involved in collagen metabolism in intestinal fibrosis affected terminal ileum of patients with CD reveals a plethora of drug targets. Inhibition of post-translational modification and altering collagen metabolism might attenuate fibrosis formation in the intestine in CD. Which compound has the highest potential depends on a combination anti-fibrotic efficacy and safety, especially since some of the enzymes play key roles in the physiology of collagen.
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Affiliation(s)
- Wouter Tobias van Haaften
- Department of Gastroenterology and Hepatology,
University Medical Center Groningen, University of Groningen, Groningen, the
Netherlands
- Department of Pharmaceutical Technology and
Biopharmacy, University of Groningen, Groningen, the Netherlands
| | - Tjasso Blokzijl
- Department of Laboratory Medicine, University of
Groningen, University Medical Center Groningen, Groningen, The
Netherlands
| | - Hendrik Sijbrand Hofker
- Department of Surgery, University Medical Center
Groningen, University of Groningen, Groningen, the Netherlands
| | - Peter Olinga
- Department of Pharmaceutical Technology and
Biopharmacy, University of Groningen, Ant. Deusinglaan 1, Groningen, 9713
AV, the Netherlands
| | - Gerard Dijkstra
- Department of Gastroenterology and Hepatology,
University Medical Center Groningen, University of Groningen, Groningen, the
Netherlands
| | - Ruud A. Bank
- Department of Pathology and Medical Biology,
University Medical Center Groningen, University of Groningen, Groningen, the
Netherlands
| | - Miriam Boersema
- Department of Pharmaceutical Technology and
Biopharmacy, University of Groningen, Groningen, the Netherlands
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9
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Affiliation(s)
- Matthew D. Lloyd
- Drug & Target Development, Department of Pharmacy & Pharmacology, University of Bath, Claverton Down, Bath BA2 7AY, U.K
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Bai M, Lei J, Wang S, Ding D, Yu X, Guo Y, Chen S, Du Y, Li D, Zhang Y, Huang S, Jia Z, Zhang A. BMP1 inhibitor UK383,367 attenuates renal fibrosis and inflammation in CKD. Am J Physiol Renal Physiol 2019; 317:F1430-F1438. [PMID: 31545926 DOI: 10.1152/ajprenal.00230.2019] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Renal fibrosis is a key pathological phenomenon of chronic kidney disease (CKD) contributing to the progressive loss of renal function. UK383,367 is a procollagen C proteinase inhibitor that has been selected as a candidate for dermal antiscarring agents, whereas its role in renal fibrosis is unclear. In the present study, UK383,367 was applied to a CKD mouse model of unilateral ureteral obstruction (UUO) and cell lines of renal tubular epithelial cells (mouse proximal tubular cells) and renal fibroblast cells (NRK-49F cells) challenged by transforming growth factor-β1. In vivo, bone morphogenetic protein 1, the target of UK383,367, was significantly enhanced in UUO mouse kidneys and renal biopsies from patients with CKD. Strikingly, UK383,367 administration ameliorated tubulointerstitial fibrosis as shown by Masson’s trichrome staining in line with the blocked expression of collagen type I/III, fibronectin, and α-smooth muscle actin in the kidneys from UUO mice. Similarly, the enhanced inflammatory factors in obstructed kidneys were also blunted. In vitro, UK383,367 pretreatment inhibited the induction of collagen type I/III, fibronectin, and α-smooth muscle actin in both mouse proximal tubular cells and NRK-49F cells treated with transforming growth factor-β1. Taken together, these findings indicate that the bone morphogenetic protein 1 inhibitor UK383,367 could serve as a potential drug in antagonizing CKD renal fibrosis by acting on the maturation and deposition of collagen and the subsequent profibrotic response and inflammation.
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Affiliation(s)
- Mi Bai
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
- Nanjing Key Lab of Pediatrics, Children’s Hospital of Nanjing Medical University, Nanjing, China
| | - Juan Lei
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
| | - Shuqin Wang
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
| | - Dan Ding
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
| | - Xiaowen Yu
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
- Nanjing Key Lab of Pediatrics, Children’s Hospital of Nanjing Medical University, Nanjing, China
| | - Yan Guo
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
- Nanjing Key Lab of Pediatrics, Children’s Hospital of Nanjing Medical University, Nanjing, China
| | - Shuang Chen
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
| | - Yang Du
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
| | - Deyi Li
- School of Life Sciences and Biopharmaceutics, Shenyang Pharmaceutical University, Shenyang, China
| | - Yue Zhang
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
| | - Songming Huang
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
| | - Zhanjun Jia
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
- Nanjing Key Lab of Pediatrics, Children’s Hospital of Nanjing Medical University, Nanjing, China
| | - Aihua Zhang
- Department of Nephrology, State Key Laboratory of Reproductive Medicine, Children's Hospital of Nanjing Medical University, Nanjing, China
- Jiangsu Key Laboratory of Pediatrics, Nanjing Medical University, Nanjing, China
- Nanjing Key Lab of Pediatrics, Children’s Hospital of Nanjing Medical University, Nanjing, China
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Stevens JM, Parra-Rivera AC, Dixon DD, Beutner GL, DelMonte AJ, Frantz DE, Janey JM, Paulson J, Talley MR. Direct Lewis Acid Catalyzed Conversion of Enantioenriched N-Acyloxazolidinones to Chiral Esters, Amides, and Acids. J Org Chem 2018; 83:14245-14261. [DOI: 10.1021/acs.joc.8b02451] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- Jason M. Stevens
- Chemical and Synthetic Development, Bristol-Myers Squibb, 1 Squibb Drive, New Brunswick, New Jersey 08901, United States
| | - Ana Cristina Parra-Rivera
- Department of Chemistry, The University of Texas at San Antonio, San Antonio, Texas 78249, United States
| | - Darryl D. Dixon
- Chemical and Synthetic Development, Bristol-Myers Squibb, 1 Squibb Drive, New Brunswick, New Jersey 08901, United States
| | - Gregory L. Beutner
- Chemical and Synthetic Development, Bristol-Myers Squibb, 1 Squibb Drive, New Brunswick, New Jersey 08901, United States
| | - Albert J. DelMonte
- Chemical and Synthetic Development, Bristol-Myers Squibb, 1 Squibb Drive, New Brunswick, New Jersey 08901, United States
| | - Doug E. Frantz
- Department of Chemistry, The University of Texas at San Antonio, San Antonio, Texas 78249, United States
| | - Jacob M. Janey
- Chemical and Synthetic Development, Bristol-Myers Squibb, 1 Squibb Drive, New Brunswick, New Jersey 08901, United States
| | - James Paulson
- Chemical and Synthetic Development, Bristol-Myers Squibb, 1 Squibb Drive, New Brunswick, New Jersey 08901, United States
| | - Michael R. Talley
- Chemical and Synthetic Development, Bristol-Myers Squibb, 1 Squibb Drive, New Brunswick, New Jersey 08901, United States
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