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Paulo BS, Recchia MJJ, Lee S, Fergusson CH, Romanowski SB, Hernandez A, Krull N, Liu DY, Cavanagh H, Bos A, Gray CA, Murphy BT, Linington RG, Eustaquio AS. Discovery of megapolipeptins by genome mining of a Burkholderiales bacteria collection. Chem Sci 2024; 15:d4sc03594a. [PMID: 39309087 PMCID: PMC11411415 DOI: 10.1039/d4sc03594a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 09/11/2024] [Indexed: 09/25/2024] Open
Abstract
Burkholderiales bacteria have emerged as a promising source of structurally diverse natural products that are expected to play important ecological and industrial roles. This order ranks in the top three in terms of predicted natural product diversity from available genomes, warranting further genome sequencing efforts. However, a major hurdle in obtaining the predicted products is that biosynthetic genes are often 'silent' or poorly expressed. Here we report complementary strain isolation, genomics, metabolomics, and synthetic biology approaches to enable natural product discovery. First, we built a collection of 316 rhizosphere-derived Burkholderiales strains over the course of five years. We then selected 115 strains for sequencing using the mass spectrometry pipeline IDBac to avoid strain redundancy. After predicting and comparing the biosynthetic potential of each strain, a biosynthetic gene cluster that was silent in the native Paraburkholderia megapolitana and Paraburkholderia acidicola producers was cloned and activated by heterologous expression in a Burkholderia sp. host, yielding megapolipeptins A and B. Megapolipeptins are unusual polyketide, nonribosomal peptide, and polyunsaturated fatty acid hybrids that show low structural similarity to known natural products, highlighting the advantage of our Burkholderiales genomics-driven and synthetic biology-enabled pipeline to discover novel natural products.
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Affiliation(s)
- Bruno S Paulo
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Illinois at Chicago Chicago IL 60607 USA
- Center for Biomolecular Sciences, College of Pharmacy, University of Illinois at Chicago Chicago IL 60607 USA
| | | | - Sanghoon Lee
- Department of Chemistry, Simon Fraser University Burnaby BC V5H 1S6 Canada
| | - Claire H Fergusson
- Department of Chemistry, Simon Fraser University Burnaby BC V5H 1S6 Canada
| | - Sean B Romanowski
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Illinois at Chicago Chicago IL 60607 USA
- Center for Biomolecular Sciences, College of Pharmacy, University of Illinois at Chicago Chicago IL 60607 USA
| | - Antonio Hernandez
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Illinois at Chicago Chicago IL 60607 USA
- Center for Biomolecular Sciences, College of Pharmacy, University of Illinois at Chicago Chicago IL 60607 USA
| | - Nyssa Krull
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Illinois at Chicago Chicago IL 60607 USA
| | - Dennis Y Liu
- Department of Chemistry, Simon Fraser University Burnaby BC V5H 1S6 Canada
| | - Hannah Cavanagh
- Department of Chemistry, Simon Fraser University Burnaby BC V5H 1S6 Canada
| | - Allyson Bos
- Department of Biological Sciences, University of New Brunswick Saint John New Brunswick E2L 4L5 Canada
| | - Christopher A Gray
- Department of Biological Sciences, University of New Brunswick Saint John New Brunswick E2L 4L5 Canada
| | - Brian T Murphy
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Illinois at Chicago Chicago IL 60607 USA
- Center for Biomolecular Sciences, College of Pharmacy, University of Illinois at Chicago Chicago IL 60607 USA
| | - Roger G Linington
- Department of Chemistry, Simon Fraser University Burnaby BC V5H 1S6 Canada
| | - Alessandra S Eustaquio
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Illinois at Chicago Chicago IL 60607 USA
- Center for Biomolecular Sciences, College of Pharmacy, University of Illinois at Chicago Chicago IL 60607 USA
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Hunter O, Talkish J, Quick-Cleveland J, Igel H, Tan A, Kuersten S, Katzman S, Donohue JP, S Jurica M, Ares M. Broad variation in response of individual introns to splicing inhibitors in a humanized yeast strain. RNA (NEW YORK, N.Y.) 2024; 30:149-170. [PMID: 38071476 PMCID: PMC10798247 DOI: 10.1261/rna.079866.123] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 11/14/2023] [Indexed: 12/19/2023]
Abstract
Intron branchpoint (BP) recognition by the U2 snRNP is a critical step of splicing, vulnerable to recurrent cancer mutations and bacterial natural product inhibitors. The BP binds a conserved pocket in the SF3B1 (human) or Hsh155 (yeast) U2 snRNP protein. Amino acids that line this pocket affect the binding of splicing inhibitors like Pladienolide-B (Plad-B), such that organisms differ in their sensitivity. To study the mechanism of splicing inhibitor action in a simplified system, we modified the naturally Plad-B resistant yeast Saccharomyces cerevisiae by changing 14 amino acids in the Hsh155 BP pocket to those from human. This humanized yeast grows normally, and splicing is largely unaffected by the mutation. Splicing is inhibited within minutes after the addition of Plad-B, and different introns appear inhibited to different extents. Intron-specific inhibition differences are also observed during cotranscriptional splicing in Plad-B using single-molecule intron tracking to minimize gene-specific transcription and decay rates that cloud estimates of inhibition by standard RNA-seq. Comparison of Plad-B intron sensitivities to those of the structurally distinct inhibitor Thailanstatin-A reveals intron-specific differences in sensitivity to different compounds. This work exposes a complex relationship between the binding of different members of this class of inhibitors to the spliceosome and intron-specific rates of BP recognition and catalysis. Introns with variant BP sequences seem particularly sensitive, echoing observations from mammalian cells, where monitoring individual introns is complicated by multi-intron gene architecture and alternative splicing. The compact yeast system may hasten the characterization of splicing inhibitors, accelerating improvements in selectivity and therapeutic efficacy.
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Affiliation(s)
- Oarteze Hunter
- Center for Molecular Biology of RNA, University of California, Santa Cruz, California 95064, USA
| | - Jason Talkish
- Center for Molecular Biology of RNA, University of California, Santa Cruz, California 95064, USA
| | - Jen Quick-Cleveland
- Center for Molecular Biology of RNA, University of California, Santa Cruz, California 95064, USA
| | - Haller Igel
- Center for Molecular Biology of RNA, University of California, Santa Cruz, California 95064, USA
| | - Asako Tan
- Illumina, Inc., Madison, Wisconsin 53719, USA
| | | | - Sol Katzman
- Center for Molecular Biology of RNA, University of California, Santa Cruz, California 95064, USA
| | - John Paul Donohue
- Center for Molecular Biology of RNA, University of California, Santa Cruz, California 95064, USA
| | - Melissa S Jurica
- Center for Molecular Biology of RNA, University of California, Santa Cruz, California 95064, USA
| | - Manuel Ares
- Center for Molecular Biology of RNA, University of California, Santa Cruz, California 95064, USA
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3
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Hunter O, Talkish J, Quick-Cleveland J, Igel H, Tan A, Kuersten S, Katzman S, Donohue JP, Jurica M, Ares M. Broad variation in response of individual introns to splicing inhibitors in a humanized yeast strain. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.05.560965. [PMID: 37873484 PMCID: PMC10592967 DOI: 10.1101/2023.10.05.560965] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Intron branch point (BP) recognition by the U2 snRNP is a critical step of splicing, vulnerable to recurrent cancer mutations and bacterial natural product inhibitors. The BP binds a conserved pocket in the SF3B1 (human) or Hsh155 (yeast) U2 snRNP protein. Amino acids that line this pocket affect binding of splicing inhibitors like Pladienolide-B (Plad-B), such that organisms differ in their sensitivity. To study the mechanism of splicing inhibitor action in a simplified system, we modified the naturally Plad-B resistant yeast Saccharomyces cerevisiae by changing 14 amino acids in the Hsh155 BP pocket to those from human. This humanized yeast grows normally, and splicing is largely unaffected by the mutation. Splicing is inhibited within minutes after addition of Plad-B, and different introns appear inhibited to different extents. Intron-specific inhibition differences are also observed during co-transcriptional splicing in Plad-B using single-molecule intron tracking (SMIT) to minimize gene-specific transcription and decay rates that cloud estimates of inhibition by standard RNA-seq. Comparison of Plad-B intron sensitivities to those of the structurally distinct inhibitor Thailanstatin-A reveals intron-specific differences in sensitivity to different compounds. This work exposes a complex relationship between binding of different members of this class of inhibitors to the spliceosome and intron-specific rates of BP recognition and catalysis. Introns with variant BP sequences seem particularly sensitive, echoing observations from mammalian cells, where monitoring individual introns is complicated by multi-intron gene architecture and alternative splicing. The compact yeast system may hasten characterization of splicing inhibitors, accelerating improvements in selectivity and therapeutic efficacy.
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Affiliation(s)
- Oarteze Hunter
- Center for Molecular Biology of RNA, University of California, Santa Cruz, CA 95064
| | - Jason Talkish
- Center for Molecular Biology of RNA, University of California, Santa Cruz, CA 95064
| | - Jen Quick-Cleveland
- Center for Molecular Biology of RNA, University of California, Santa Cruz, CA 95064
| | - Haller Igel
- Center for Molecular Biology of RNA, University of California, Santa Cruz, CA 95064
| | | | | | - Sol Katzman
- Center for Molecular Biology of RNA, University of California, Santa Cruz, CA 95064
| | - John Paul Donohue
- Center for Molecular Biology of RNA, University of California, Santa Cruz, CA 95064
| | - Melissa Jurica
- Center for Molecular Biology of RNA, University of California, Santa Cruz, CA 95064
| | - Manuel Ares
- Center for Molecular Biology of RNA, University of California, Santa Cruz, CA 95064
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Bai X, Chen H, Ren X, Zhong L, Wang X, Ji X, Zhang Y, Wang Y, Bian X. Heterologous Biosynthesis of Complex Bacterial Natural Products in Burkholderia gladioli. ACS Synth Biol 2023; 12:3072-3081. [PMID: 37708405 DOI: 10.1021/acssynbio.3c00389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/16/2023]
Abstract
Bacterial natural products (NPs) are an indispensable source of drugs and biopesticides. Heterologous expression is an essential method for discovering bacterial NPs and the efficient biosynthesis of valuable NPs, but the chassis for Gram-negative bacterial NPs remains inadequate. In this study, we built a Burkholderiales mutant Burkholderia gladioli Δgbn::attB by introducing an integrated site (attB) to inactivate the native gladiolin (gbn) biosynthetic gene cluster, which stabilizes large foreign gene clusters and reduces the native metabolite profile. The growth and successful heterologous production of high-value NPs such as phylogenetically close Burkholderiales-derived antitumor polyketides (PKs) rhizoxins, phylogenetically distant Gammaproteobacteria-derived anti-MRSA (methicillin-resistant Staphylococcus aureus) antibiotics WAP-8294As, and Deltaproteobacteria-derived antitumor PKs disorazols demonstrate that this strain is a potential chassis for Gram-negative bacterial NPs. We further improved the yields of WAP-8294As through promoter insertions and precursor pathway overexpression based on heterologous expression in this strain. This study provides a robust bacterial chassis for genome mining, efficient production, and molecular engineering of bacterial NPs.
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Affiliation(s)
- Xianping Bai
- Helmholtz International Lab for Anti-Infectives, Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Hanna Chen
- Helmholtz International Lab for Anti-Infectives, Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Xiangmei Ren
- Helmholtz International Lab for Anti-Infectives, Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Lin Zhong
- Helmholtz International Lab for Anti-Infectives, Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Xingyan Wang
- Helmholtz International Lab for Anti-Infectives, Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Xiaoqi Ji
- Helmholtz International Lab for Anti-Infectives, Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Youming Zhang
- Helmholtz International Lab for Anti-Infectives, Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, Shandong University, Qingdao, Shandong 266237, China
| | - Yan Wang
- College of Marine Life Sciences, and Institute of Evolution & Marine Biodiversity, Ocean University of China, Qingdao, Shandong 266100, China
| | - Xiaoying Bian
- Helmholtz International Lab for Anti-Infectives, Shandong University-Helmholtz Institute of Biotechnology, State Key Laboratory of Microbial Technology, Shandong University, Qingdao, Shandong 266237, China
- Key Laboratory of Tobacco Pest Monitoring & Integrated Management, Tobacco Research Institute of Chinese Academy of Agricultural Sciences, Qingdao 266101, China
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