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Rebholz Z, Shewade L, Kaler K, Larose H, Schubot F, Tholl D, Morozov AV, O'Maille PE. Emergence of terpene chemical communication in insects: Evolutionary recruitment of isoprenoid metabolism. Protein Sci 2023; 32:e4634. [PMID: 36974623 PMCID: PMC10108439 DOI: 10.1002/pro.4634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 03/15/2023] [Accepted: 03/24/2023] [Indexed: 03/29/2023]
Abstract
Insects have evolved a chemical communication system using terpenoids, a structurally diverse class of specialized metabolites, previously thought to be exclusively produced by plants and microbes. Gene discovery, bioinformatics, and biochemical characterization of multiple insect terpene synthases (TPSs) revealed that isoprenyl diphosphate synthases (IDS), enzymes from primary isoprenoid metabolism, are their likely evolutionary progenitors. However, the mutations underlying the emergence of the TPS function remain a mystery. To address this gap, we present the first structural and mechanistic model for the evolutionary emergence of TPS function in insects. Through identifying key mechanistic differences between IDS and TPS enzymes, we hypothesize that the loss of isopentenyl diphosphate (IPP) binding motifs strongly correlates with the gain of the TPS function. Based on this premise, we have elaborated the first explicit structural definition of isopentenyl diphosphate-binding motifs (IBMs) and used the IBM definitions to examine previously characterized insect IDSs and TPSs and to predict the functions of as yet uncharacterized insect IDSs. Consistent with our hypothesis, we observed a clear pattern of disruptive substitutions to IBMs in characterized insect TPSs. In contrast, insect IDSs maintain essential consensus residues for binding IPP. Extending our analysis, we constructed the most comprehensive phylogeny of insect IDS sequences (430 full length sequences from eight insect orders) and used IBMs to predict the function of TPSs. Based on our analysis, we infer multiple, independent TPS emergence events across the class of insects, paving the way for future gene discovery efforts. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Zarley Rebholz
- Department of Biological Sciences, Virginia Tech, Latham Hall, 220 Ag Quad Lane, Blacksburg, VA, 24061, USA
| | - Leena Shewade
- SRI International, Biosciences Division, Menlo Park, CA, 92122
| | - Kylie Kaler
- Department of Biological Sciences, Virginia Tech, Latham Hall, 220 Ag Quad Lane, Blacksburg, VA, 24061, USA
| | - Hailey Larose
- Department of Biological Sciences, Virginia Tech, Latham Hall, 220 Ag Quad Lane, Blacksburg, VA, 24061, USA
| | - Florian Schubot
- Department of Biological Sciences, Virginia Tech, Latham Hall, 220 Ag Quad Lane, Blacksburg, VA, 24061, USA
| | - Dorothea Tholl
- Department of Biological Sciences, Virginia Tech, Latham Hall, 220 Ag Quad Lane, Blacksburg, VA, 24061, USA
| | - Alexandre V Morozov
- Department of Physics & Astronomy and Center for Quantitative Biology, Rutgers University, 136 Frelinghuysen Rd., Piscataway, NJ, 08854, USA
| | - Paul E O'Maille
- SRI International, Biosciences Division, Menlo Park, CA, 92122
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Rebholz Z, Lancaster J, Larose H, Khrimian A, Luck K, Sparks ME, Gendreau KL, Shewade L, Köllner TG, Weber DC, Gundersen-Rindal DE, O'Maille P, Morozov AV, Tholl D. Ancient origin and conserved gene function in terpene pheromone and defense evolution of stink bugs and hemipteran insects. Insect Biochem Mol Biol 2023; 152:103879. [PMID: 36470318 DOI: 10.1016/j.ibmb.2022.103879] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 11/24/2022] [Accepted: 11/25/2022] [Indexed: 06/17/2023]
Abstract
Insects use diverse arrays of small molecules such as metabolites of the large class of terpenes for intra- and inter-specific communication and defense. These molecules are synthesized by specialized metabolic pathways; however, the origin of enzymes involved in terpene biosynthesis and their evolution in insect genomes is still poorly understood. We addressed this question by investigating the evolution of isoprenyl diphosphate synthase (IDS)-like genes with terpene synthase (TPS) function in the family of stink bugs (Pentatomidae) within the large order of piercing-sucking Hemipteran insects. Stink bugs include species of global pest status, many of which emit structurally related 15-carbon sesquiterpenes as sex or aggregation pheromones. We provide evidence for the emergence of IDS-type TPS enzymes at the onset of pentatomid evolution over 100 million years ago, coinciding with the evolution of flowering plants. Stink bugs of different geographical origin maintain small IDS-type families with genes of conserved TPS function, which stands in contrast to the diversification of TPS genes in plants. Expanded gene mining and phylogenetic analysis in other hemipteran insects further provides evidence for an ancient emergence of IDS-like genes under presumed selection for terpene-mediated chemical interactions, and this process occurred independently from a similar evolution of IDS-type TPS genes in beetles. Our findings further suggest differences in TPS diversification in insects and plants in conjunction with different modes of gene functionalization in chemical interactions.
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Affiliation(s)
- Zarley Rebholz
- Department of Biological Sciences, Virginia Tech, Latham Hall, 220 Ag Quad Lane, Blacksburg, VA, 24061, USA
| | - Jason Lancaster
- Department of Biological Sciences, Virginia Tech, Latham Hall, 220 Ag Quad Lane, Blacksburg, VA, 24061, USA
| | - Hailey Larose
- Department of Biological Sciences, Virginia Tech, Latham Hall, 220 Ag Quad Lane, Blacksburg, VA, 24061, USA
| | - Ashot Khrimian
- Invasive Insect Biocontrol and Behavior Laboratory, USDA Agricultural Research Service, Beltsville, MD, 20705, USA
| | - Katrin Luck
- Department of Biochemistry, Max Planck Institute for Chemical Ecology, Hans-Knöll-Strasse 8, D-07745, Jena, Germany
| | - Michael E Sparks
- Invasive Insect Biocontrol and Behavior Laboratory, USDA Agricultural Research Service, Beltsville, MD, 20705, USA
| | - Kerry L Gendreau
- Department of Biological Sciences, Virginia Tech, Latham Hall, 220 Ag Quad Lane, Blacksburg, VA, 24061, USA
| | - Leena Shewade
- SRI International, Biosciences Division, 333 Ravenswood Avenue, Menlo Park, CA, 94025-3493, USA
| | - Tobias G Köllner
- Department of Biochemistry, Max Planck Institute for Chemical Ecology, Hans-Knöll-Strasse 8, D-07745, Jena, Germany
| | - Donald C Weber
- Invasive Insect Biocontrol and Behavior Laboratory, USDA Agricultural Research Service, Beltsville, MD, 20705, USA
| | - Dawn E Gundersen-Rindal
- Invasive Insect Biocontrol and Behavior Laboratory, USDA Agricultural Research Service, Beltsville, MD, 20705, USA
| | - Paul O'Maille
- SRI International, Biosciences Division, 333 Ravenswood Avenue, Menlo Park, CA, 94025-3493, USA
| | - Alexandre V Morozov
- Department of Physics & Astronomy and Center for Quantitative Biology, Rutgers University, 136 Frelinghuysen Rd., Piscataway, NJ, 08854-8019, USA
| | - Dorothea Tholl
- Department of Biological Sciences, Virginia Tech, Latham Hall, 220 Ag Quad Lane, Blacksburg, VA, 24061, USA.
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Repellin CE, Patel P, Shi Y, Gong H, Shewade L, Webb T, Sambucetti L, Sinha S. Abstract C018: Primary tumor data analysis reveals novel synthetic lethal dependencies between KRAS mutation and the spliceosome. Mol Cancer Ther 2019. [DOI: 10.1158/1535-7163.targ-19-c018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Identification of mutation-specific targeted therapies is a critical challenge in precision medicine. Synthetic lethality provides the basis for an approach to identify new therapeutic targets for mutations that are difficult to target directly, since in synthetic lethal (SL) interactions, an alteration in one gene leads to dependency on a second gene. Neither alteration by itself is essential for survival, but together these alterations lead to cancer cell death. We previously developed a new computational method, Mining Synthetic Lethals (MiSL), that can infer relationships from primary human tumor genomic and transcriptomic data and enable the identification of SL interactions in the context of native human tumors. The underlying assumption of MiSL is that SL partners of a mutation will be selectively amplified or never deleted in primary tumor samples harboring the mutation. Here, we used MiSL to identify novel SL partners of KRAS mutations in lung cancer. KRAS activating mutations are highly prevalent in lung cancer and aside from early clinical data on a novel covalent inhibitor for KRAS G12C mutations, there is no reported treatment to date for patients with KRAS mutations. We applied MiSL to identify SL interactions with KRAS G12 mutations in non-small cell lung cancer (NSCLC) and identified 220 SL partner genes. Some of these genes were foreseeable dependencies, such as MAPK, growth factor and inflammatory signaling associated genes; while others were novel SL candidates and included genes associated with splicing. Since we have access to a splicing-modulating drug in preclinical development, sudemycin D6 (SD6) which targets SF3B1, a spliceosome subunit, we focused on testing the SF3B1 interactors identified by MiSL, SLU7 and SRRM2. To enable validation studies, we first verified KRAS growth dependency in a panel of NSCLC cell lines using siRNA knock-down (KD). Next, we tested siRNA KD of predicted MiSL candidates on growth of KRAS-dependent (H358 and H441 – KRAS mutant) and KRAS-independent (H2228 – KRAS WT) cell lines. We confirmed that the KD of SLU7 expression reduced viability of KRAS mutant (75 to 85% reduced) but not KRAS wild-type (WT) cells lines. Similar differential viability was also observed with siRNA KD of SF3B1. Pharmacological inhibition of SF3B1 using SD6 also demonstrated that KRAS mutant cell lines were more sensitive to SD6 compared to a KRAS WT line (>5-30x). Finally, we validated these findings in an in vivo tumor xenograft model by treating KRAS WT and KRAS mutant tumors with SD6 and showed that the KRAS mutant tumors were significantly more inhibited by SD6 than KRAS WT tumors. Studies are ongoing to further confirm the SL interaction in lung cancer cell lines that are isogenic except for the KRAS mutation. In conclusion, SL predictions based on primary KRAS G12 mutant tumors indicated that splicing modulation is a vulnerability of KRAS tumors. Finally, synthetic lethal targets identified by primary tumor data mining can provide new therapeutic targets for KRAS specific mutant cancers, which can lead to personalized treatment options for NSCLC cancer patients.
Citation Format: Claire E Repellin, Puja Patel, Yihui Shi, Helena Gong, Leena Shewade, Thomas Webb, Lidia Sambucetti, Subarna Sinha. Primary tumor data analysis reveals novel synthetic lethal dependencies between KRAS mutation and the spliceosome [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference on Molecular Targets and Cancer Therapeutics; 2019 Oct 26-30; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2019;18(12 Suppl):Abstract nr C018. doi:10.1158/1535-7163.TARG-19-C018
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Choi J, Suzuki KIT, Sakuma T, Shewade L, Yamamoto T, Buchholz DR. Unliganded thyroid hormone receptor α regulates developmental timing via gene repression in Xenopus tropicalis. Endocrinology 2015; 156:735-44. [PMID: 25456067 PMCID: PMC4298327 DOI: 10.1210/en.2014-1554] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Thyroid hormone (TH) receptor (TR) expression begins early in development in all vertebrates when circulating TH levels are absent or minimal, yet few developmental roles for unliganded TRs have been established. Unliganded TRs are expected to repress TH-response genes, increase tissue responsivity to TH, and regulate the timing of developmental events. Here we examined the role of unliganded TRα in gene repression and development in Xenopus tropicalis. We used transcription activator-like effector nuclease gene disruption technology to generate founder animals with mutations in the TRα gene and bred them to produce F1 offspring with a normal phenotype and a mutant phenotype, characterized by precocious hind limb development. Offspring with a normal phenotype had zero or one disrupted TRα alleles, and tadpoles with the mutant hind limb phenotype had two truncated TRα alleles with frame shift mutations between the two zinc fingers followed by 40-50 mutant amino acids and then an out-of-frame stop codon. We examined TH-response gene expression and early larval development with and without exogenous TH in F1 offspring. As hypothesized, mutant phenotype tadpoles had increased expression of TH-response genes in the absence of TH and impaired induction of these same genes after exogenous TH treatment, compared with normal phenotype animals. Also, mutant hind limb phenotype animals had reduced hind limb and gill responsivity to exogenous TH. Similar results in methimazole-treated tadpoles showed that increased TH-response gene expression and precocious development were not due to early production of TH. These results indicate that unliganded TRα delays developmental progression by repressing TH-response genes.
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Affiliation(s)
- Jinyoung Choi
- Department of Biological Sciences (J.C., L.S., D.R.B.), University of Cincinnati, Cincinnati, Ohio 45221; and Department of Mathematical and Life Sciences (K.T.S., T.S., T.Y.), Graduate School of Science, Hiroshima University, Hiroshima 739-8526, Japan
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