{"id":139,"date":"2024-11-13T22:17:03","date_gmt":"2024-11-13T22:17:03","guid":{"rendered":"https:\/\/lab.prd.vanderbilt.edu\/mitchell-lab\/?page_id=139"},"modified":"2026-04-08T08:57:32","modified_gmt":"2026-04-08T14:57:32","slug":"former-projects","status":"publish","type":"page","link":"https:\/\/lab.vanderbilt.edu\/mitchell-lab\/former-projects\/","title":{"rendered":"Former Projects"},"content":{"rendered":"<p>In addition to our currently ongoing projects, our lab has had a number of projects that reached satisfying conclusions, or that we have worked on for a time and then moved on from. Here you can find brief summaries of former projects in the lab, along with links to some of the most impactful papers that have come from the projects.<\/p>\n<p><!-- Most recent former project --><\/p>\n<h4>Thiopeptides<\/h4>\n<p>We studied the biosynthesis of thiopeptide natural products.<\/p>\n<p style=\"padding-left: 30px\"><strong>Highlighted Publications<\/strong><\/p>\n<p style=\"padding-left: 30px\">Nguyen, D.T.; Le, T.T.; Rice, A.J.; Hudson, G.A.; van der Donk, W.A.; Mitchell, D.A. &#8220;Accessing Diverse Pyridine-Based Macrocyclic Peptides by a Two-Site Recognition Pathway&#8221; J. Am. Chem. Soc. (2022). <a href=\"https:\/\/doi.org\/10.1021\/jacs.2c02824\" target=\"_blank\" rel=\"noopener\">10.1021\/jacs.2c02824<\/a><\/p>\n<p style=\"padding-left: 30px\">Hudson, G.A.; Hooper, A.R.; DiCaprio, A.J.; Sarlah, D.; Mitchell, D.A. &#8220;Structure prediction and synthesis of pyridine-based macrocyclic peptide natural products.&#8221; Org. Lett. (2020). <a href=\"https:\/\/pubs.acs.org\/doi\/abs\/10.1021\/acs.orglett.0c02699\" target=\"_blank\" rel=\"noopener\">doi:10.1021\/acs.orglett.0c02699<\/a><\/p>\n<p style=\"padding-left: 30px\">Schwalen, C.J., Hudson, G.A., et al. &#8220;Bioinformatic Expansion and Discovery of Thiopeptide Antibiotics.&#8221; J. Am. Chem. Soc. (2018). <a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/jacs.8b03896\" target=\"_blank\" rel=\"noopener\">doi:10.1021\/jacs.8b03896<\/a><\/p>\n<p style=\"padding-left: 30px\">Cogan, D.P., Hudson, G.A., et al. &#8220;Structural Insights into Enzymatic [4+2]-Aza-cycloaddition in Thiopeptide Antibiotic Biosynthesis.&#8221; Proc. Natl. Acad. Sci. (2017). <a href=\"http:\/\/www.pnas.org\/content\/early\/2017\/11\/14\/1716035114\" target=\"_blank\" rel=\"noopener\">doi:10.1073\/pnas.1716035114<\/a><\/p>\n<p><strong>The chemical hallmark<\/strong> of the <a href=\"http:\/\/pubs.rsc.org\/en\/Content\/ArticleLanding\/2013\/NP\/C2NP20085F#!divAbstract\" target=\"_blank\" rel=\"noopener\">linear azole-containing peptide (LAP)<\/a> family of natural products are thiazol(in)e and (methyl)oxazol(in)e heterocycles installed by cyclodehydratases from cysteine and serine\/threonine residues, respectively. These post-translational modifications impart rigidity on a peptidic natural product and in many cases are crucial for downstream enzymatic processing and bioactivity. Reported in a series of papers from 2012-2015, we thoroughly investigated the details of cyclodehydration, including the mechanistic enzymology of azoline biosynthesis, which uses ATP to directly activate the peptidic amide backbone, <a href=\"http:\/\/www.nature.com\/nchembio\/journal\/v10\/n10\/full\/nchembio.1608.html\" target=\"_blank\" rel=\"noopener\">the structural details of the cyclodehydratase, revealing a novel ATP binding motif<\/a>, and the <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/bi401529y\" target=\"_blank\" rel=\"noopener\">orchestration of the flavin-dependent dehydrogenase<\/a> which oxidizes azolines to corresponding azoles. Further research <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/jacs.5b04682\" target=\"_blank\" rel=\"noopener\">revealed a new class of cyclodehydratases<\/a> which, upon characterizing, deciphered <a href=\"http:\/\/www.nature.com\/nchembio\/journal\/v11\/n8\/full\/nchembio.1856.html\" target=\"_blank\" rel=\"noopener\">how the peptidic substrate is recruited to the cyclodehydratase<\/a> at the molecular level.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-171\" src=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/224\/2024\/11\/thiopeptide.png\" alt=\"Figure illustrating the structure and biosynthesis of the thiopeptide thiomuracin GZ. On the left is the detailed chemical structure of thiomuracin GZ, featuring multiple heterocyclic rings and modified amino acids. The center panel shows the stepwise enzymatic processing of a precursor peptide with a leader sequence, where different enzymes (labeled F, E, G, B, C, and D) introduce modifications and promote macrocyclization. On the right are reaction schemes depicting key transformations, including cyclodehydration and oxidation to form heterocycles, glutamylation followed by elimination to generate dehydro amino acids, and a [4+2] cycloaddition that forms the characteristic macrocyclic core of the mature thiopeptide.\" width=\"800\" height=\"263\" srcset=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/224\/2024\/11\/thiopeptide.png 2681w, https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/224\/2024\/11\/thiopeptide-300x98.png 300w, https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/224\/2024\/11\/thiopeptide-768x252.png 768w, https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/224\/2024\/11\/thiopeptide-1024x336.png 1024w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>Gaining a deeper understanding<\/strong> of cyclodehydration has enabled the study of more complicated systems, including the thiopeptides, a family of peptidic natural products with potent antibiotic activity towards a variety of drug-resistant bacteria. Despite their architectural complexity, thiopeptide biosynthesis proceeds through a LAP-like intermediate, and as such, feature cyclodehydratases and dehydrogenases for thiazole biosynthesis, but also feature lanthipeptide-like dehydratases and a [4+2] cycloaddition enzyme responsible for pyridine formation. Building upon our previous work on cyclodehydratases, and in collaboration with lanthipeptide biosynthetic experts in the laboratory of Prof. Wilfred van der Donk, <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/jacs.5b10194\" target=\"_blank\" rel=\"noopener\">we have reconstituted the core biosynthesis of thiomuracin<\/a>, enabling production of these complicated molecules in vitro using only six enzymes on a precursor peptide substrate. Reconstitution also provided unprecedented insight into the precise details of thiopeptide biosynthesis, including the largely uncharacterized [4+2] cycloaddition enzyme. Further endeavors have yielded <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/jacs.6b08987\" target=\"_blank\" rel=\"noopener\">crucial insight into the timing and substrate specificity<\/a> of thiomuracin biosynthesis and will provide a groundwork for enzymatically generating new thiopeptide analogs with desirable pharmacological properties.<\/p>\n<p><!-- former project --><\/p>\n<h4>Plantazolicin<\/h4>\n<p>We characterized the biosynthesis and mode-of-action of this <em>Bacillus anthracis<\/em> (anthrax) &#8211; killing molecule.<\/p>\n<p style=\"padding-left: 30px\"><strong>Highlighted Publications<\/strong><\/p>\n<p style=\"padding-left: 30px\">Si, T. et al., &#8220;Profiling of microbial colonies for high-throughput engineering of multi-step enzymatic reactions via optically guided MALDI MS.&#8221; J. Am. Chem. Soc. (2017). <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/jacs.7b04641\" target=\"_blank\" rel=\"noopener\">doi:10.1021\/jacs.7b04641<\/a><\/p>\n<p style=\"padding-left: 30px\">Deane, C.D. et al., &#8220;In vitro biosynthesis and substrate tolerance of the plantazolicin family of natural products.&#8221; ACS Chem. Biol. (2016). <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/acschembio.6b00369?journalCode=acbcct\" target=\"_blank\" rel=\"noopener\">doi:10.1021\/acschembio.6b00369<\/a><\/p>\n<p style=\"padding-left: 30px\">Molohon, K. et al., &#8220;Plantazolicin is an ultra-narrow spectrum antibiotic that targets the Bacillus anthracis membrane.&#8221; ACS Infect. Dis. (2016). <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/acsinfecdis.5b00115\" target=\"_blank\" rel=\"noopener\">doi:10.1021\/acsinfecdis.5b00115<\/a><\/p>\n<p style=\"padding-left: 30px\">Hao, Y., Blair, P.M., et al., &#8220;Insights into methyltransferase specificity and bioactivity of derivatives of the antibiotic plantazolicin&#8221; ACS Chem. Biol. (2015). <a href=\"http:\/\/dx.doi.org\/10.1021\/cb501042a\" target=\"_blank\" rel=\"noopener\">doi:10.1021\/cb501042a<\/a><\/p>\n<p><strong>One linear azoline-containing peptide natural product<\/strong> (LAP) that has received a significant amount of our attention is plantazolicin (PZN). This compound is from a soil-dwelling bacterium, <em>Bacillus velezensis<\/em> (previously classified as <em>Bacillus amyloliquefaciens<\/em>). <a href=\"http:\/\/www.pnas.org\/content\/105\/15\/5879.long\" target=\"_blank\" rel=\"noopener\">In 2008, the biosynthetic gene cluster for PZN was bioinformatically identified<\/a>; in 2011, <a href=\"http:\/\/jb.asm.org\/content\/193\/1\/215.abstract\" target=\"_blank\" rel=\"noopener\">we carried out a systematic in vivo dissection of the biosynthetic pathway<\/a>. In that same year, <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/cb200339d\" target=\"_blank\" rel=\"noopener\">we determined the chemical structure of PZN<\/a> using high-resolution MS and multidimensional NMR. This work also revealed an intriguing biological activity for PZN, which displays remarkably selective antibiotic activity against <a href=\"https:\/\/en.wikipedia.org\/wiki\/Bacillus_anthracis\" target=\"_blank\" rel=\"noopener\"><em>Bacillus anthracis<\/em><\/a>, the causative agent of anthrax. Chemotype-driven bioinformatics methods established that other bacteria produce PZN-like compounds, which now constitute a new structural class of antibiotic.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-179\" src=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/224\/2024\/11\/plantazolicin_800pix.png\" alt=\"Multi-panel figure depicting plantazolicin (PZN) biosynthesis and activity. At the top, a biosynthetic gene cluster is shown as a series of colored arrows representing different genes. Below it, the chemical structure of PZN is illustrated, highlighting multiple heterocyclic modifications. The middle panel shows a precursor peptide sequence alignment with conserved residues emphasized. The bottom panel presents microscopy or imaging data indicating localization of PZN on the membrane of Bacillus anthracis, shown as dark spots within dashed regions.\" width=\"500\" height=\"339\" srcset=\"https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/224\/2024\/11\/plantazolicin_800pix.png 800w, https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/224\/2024\/11\/plantazolicin_800pix-300x204.png 300w, https:\/\/cdn.vanderbilt.edu\/t2-main\/lab-prd\/wp-content\/uploads\/sites\/224\/2024\/11\/plantazolicin_800pix-768x521.png 768w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><br \/>\n<strong>Studies emerging<\/strong> in <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/cb4003392?journalCode=acbcct\" target=\"_blank\" rel=\"noopener\">2013<\/a>, <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/acschembio.6b00369?journalCode=acbcct\" target=\"_blank\" rel=\"noopener\">2016<\/a>, and <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/jacs.7b04641\" target=\"_blank\" rel=\"noopener\">2017<\/a> shed light on the structure-activity relationships for the PZN pharmacophore and demonstrated which parts of PZN are necessary for bioactivity and <em>B. anthracis<\/em> specificity. <a href=\"http:\/\/pubs.acs.org\/doi\/abs\/10.1021\/acsinfecdis.5b00115\" target=\"_blank\" rel=\"noopener\">A detailed chemical and biological investigation into the mode of action<\/a> implicated cardiolipin-rich microdomains of the <em>B. anthracis<\/em> plasma membrane as the biological target of PZN.<\/p>\n<p><!-- former project --><\/p>\n<h4>Anti-virulence<\/h4>\n<p><strong>Bacterial pathogens<\/strong> wield an arsenal of virulence factors that permit the establishment and persistence of disease. Taking the logic of the \u201cultra-narrow\u201d scenario one step further, another strategy for suppressing the rise of antibiotic resistance would be to have a drug that does not kill (nor suppress the growth of) bacteria. Instead, the drug would function via targeting a linchpin virulence factor, rendering the pathogen incapable of causing disease. Relative to conventional antibiotics, an anti-virulence strategy will delay the development of antibiotic resistance by at least two routes: (i) Because disease-causing bacteria employ disparate pathogenic mechanisms, anti-virulence agents<br \/>\nwill be inherently ultra-narrow spectrum, negating the evolutionary advantage of laterally transferring resistance cassettes; (ii) Instead of forcing the pathogen to \u201cmutate or die,\u201d it is rendered non-pathogenic and should be cleared from the host like any other bacterium. This reduces the selection of random mutations that diminish drug efficacy.<\/p>\n<p>As attractive as this strategy may seem, it is not without risk or opposition. Critics suggest that it could be dangerous to leave bacteria alive inside the patient. This certainly could be the case with systemic infections, but in general, bacteria, even disease-causing species, are constantly colonizing most parts of the body with no ill effects (only under rare occurrences is a pathogenic attack initiated). Until virulence-targeting drugs are fully evaluated through clinical trials, the utility of such drugs will remain theoretical. We explored antivirulents as a new class of anti-infectives.<\/p>\n<p style=\"padding-left: 30px\"><strong>Highlighted Publications<\/strong><\/p>\n<p style=\"padding-left: 30px\">Maxson, T., et al., &#8220;Targeted treatment for bacterial infections: Prospects for pathogen-specific antibiotics coupled with rapid diagnostics.&#8221; Tetrahedron (2015). <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0040402015013241?via%3Dihub#:~:text=https%3A\/\/doi.org\/10.1016\/j.tet.2015.09.069\" target=\"_blank\" rel=\"noopener\">doi:10.1016\/j.tet.2015.09.069<\/a><\/p>\n<p style=\"padding-left: 30px\">Molloy, E.M., et al., &#8220;Identification of the minimal cytolytic unit for streptolysin S and an expansion of the toxin family.&#8221; BMC Microbiol. (2015). <a href=\"https:\/\/doi.org\/10.1186\/s12866-015-0464-y\" target=\"_blank\" rel=\"noopener\">doi:10.1186\/s12866-015-0464-y<\/a><\/p>\n<p style=\"padding-left: 30px\">Maxson, T., et al., &#8220;HIV protease inhibitors block streptolysin S production&#8221; ACS Chem. Biol. (2015). <a href=\"https:\/\/doi.org\/10.1021\/cb500843r\" target=\"_blank\" rel=\"noopener\">doi:10.1021\/cb500843r<\/a><\/p>\n<p style=\"padding-left: 30px\">Zhang, Z., et al., &#8220;HIV-1 Integrase Inhibitor-Inspired Antibacterials Targeting Isoprenoid Biosynthesis.&#8221; ACS Med. Chem. Lett. (2012). <a href=\"https:\/\/doi.org\/10.1021\/ml300038t\" target=\"_blank\" rel=\"noopener\">doi:10.1021\/ml300038t<\/a><\/p>\n<p><!-- former project --><\/p>\n<h4>Reactivity based screening<\/h4>\n<p>We used small-molecule probes to identify natural products with various organic functional groups.<\/p>\n<p style=\"padding-left: 30px\"><strong>Highlighted Publications<\/strong><\/p>\n<p style=\"padding-left: 30px\">Maxson, T., Tietz, et al., &#8220;Targeting reactive carbonyls for identifying natural products and their biosynthetic origins.&#8221; J. Am. Chem. Soc., (2016). <a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/jacs.6b06848#:~:text=https%3A\/\/doi.org\/10.1021\/jacs.6b06848\" target=\"_blank\" rel=\"noopener\">doi:10.1021\/jacs.6b06848<\/a><\/p>\n<p style=\"padding-left: 30px\">Molloy, E.M., et al., &#8220;Biological characterization of the hygrobafilomycin antibiotic JBIR-100 and bioinformatic insights into the hygrolide family of natural products.&#8221; Bioorg. Med. Chem., (2016). <a href=\"https:\/\/doi.org\/10.1016\/j.bmc.2016.05.021\" target=\"_blank\" rel=\"noopener\">doi:10.1016\/j.bmc.2016.05.021<\/a><\/p>\n<p style=\"padding-left: 30px\">Cox, C.L., et al., &#8220;Nucleophilic 1,4-additions for natural product discovery&#8221; ACS Chem. Biol. (2014). <a href=\"https:\/\/doi.org\/10.1021\/cb500324n\" target=\"_blank\" rel=\"noopener\">doi:10.1021\/cb500324n<\/a><\/p>\n<p>Genomic sequencing has revealed that Actinobacteria, a historically rich source of FDA-approved drugs, possess far greater natural product biosynthetic potential than previously imagined. One of the challenges associated with discovering novel molecules produced by these unexplored pathways involves determining whether the molecule is being made by the host organism and if the molecule is chemically novel in a process known as dereplication. Rapid determination of chemical novelty is especially of interest since rediscovery of known compounds has led to diminishing returns on investment for the pharmaceutical industry.<\/p>\n<p>Our lab has developed a reactivity-based screening (RBS) strategy to circumvent these long-standing challenges. By taking advantage of chemoselective chemistry, we developed probes to react selectively with functional groups found on various classes of RiPP, polyketide,and non-ribosomal peptide natural products. Upon analysis of differential mass spectrometry data and through database searching, we can rapidly determine the presence and novelty of our target natural products. We took both a bioinformatics-guided as well as comprehensive screening approach with RBS and applied this strategy towards the discovery of thiopeptides, fumarate-containing polyketides as well as aldehyde-containing non-ribosomal peptides.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In addition to our currently ongoing projects, our lab has had a number of projects that reached satisfying conclusions, or that we have worked on for a time and then moved on from. Here you can find brief summaries of former projects in the lab, along with links to some of the most impactful papers&#8230;<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"tags":[],"class_list":["post-139","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/lab.vanderbilt.edu\/mitchell-lab\/wp-json\/wp\/v2\/pages\/139","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lab.vanderbilt.edu\/mitchell-lab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lab.vanderbilt.edu\/mitchell-lab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lab.vanderbilt.edu\/mitchell-lab\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/lab.vanderbilt.edu\/mitchell-lab\/wp-json\/wp\/v2\/comments?post=139"}],"version-history":[{"count":20,"href":"https:\/\/lab.vanderbilt.edu\/mitchell-lab\/wp-json\/wp\/v2\/pages\/139\/revisions"}],"predecessor-version":[{"id":923,"href":"https:\/\/lab.vanderbilt.edu\/mitchell-lab\/wp-json\/wp\/v2\/pages\/139\/revisions\/923"}],"wp:attachment":[{"href":"https:\/\/lab.vanderbilt.edu\/mitchell-lab\/wp-json\/wp\/v2\/media?parent=139"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lab.vanderbilt.edu\/mitchell-lab\/wp-json\/wp\/v2\/tags?post=139"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}