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Li G, Gao Y, Li K, Lin A, Jiang Z. Genomic analysis of biomarkers related to the prognosis of acute myeloid leukemia. Oncol Lett 2020; 20:1824-1834. [PMID: 32724426 PMCID: PMC7377096 DOI: 10.3892/ol.2020.11700] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Accepted: 04/09/2020] [Indexed: 01/26/2023] Open
Abstract
Acute myeloid leukemia (AML) is the most common childhood cancer and is a major cause of morbidity among adults with hematologic malignancies. Several novel genetic alterations, which target critical cellular pathways, including alterations in lymphoid development-regulating genes, tumor suppressors and oncogenes that contribute to leukemogenesis, have been identified. The present study aimed to identify molecular markers associated with the occurrence and poor prognosis of AML. Information on these molecular markers may facilitate prediction of clinical outcomes. Clinical data and RNA expression profiles of AML specimens from The Cancer Genome Atlas database were assessed. Mutation data were analyzed and mapped using the maftools package in R software. Kyoto Encyclopedia of Genes and Genomes, Reactome and Gene Ontology analyses were performed using the clusterProfiler package in R software. Furthermore, Kaplan-Meier survival analysis was performed using the survminer package in R software. The expression data of RNAs were subjected to univariate Cox regression analysis, which demonstrated that the mutation loads varied considerably among patients with AML. Subsequently, the expression data of mRNAs, microRNAs (miRNAs/miR) and long non-coding RNAs (lncRNAs) were subjected to univariate Cox regression analysis to determine the the 100 genes most associated with the survival of patients with AML, which revealed 48 mRNAs and 52 miRNAs. The top 1,900 mRNAs (P<0.05) were selected through enrichment analysis to determine their functional role in AML prognosis. The results demonstrated that these molecules were involved in the transforming growth factor-β, SMAD and fibroblast growth factor receptor-1 fusion mutant signaling pathways. Survival analysis indicated that patients with AML, with high MYH15, TREML2, ATP13A2, MMP7, hsa-let-7a-2-3p, hsa-miR-362-3p, hsa-miR-500a-5p, hsa-miR-500b-5p, hsa-miR-362-5p, LINC00987, LACAT143, THCAT393, THCAT531 and KHCAT230 expression levels had a shorter survival time compared with those without these factors. Conversely, a high KANSL1L expression level in patients was associated with a longer survival time. The present study determined genetic mutations, mRNAs, miRNAs, lncRNAs and signaling pathways involved in AML, in order to elucidate the underlying molecular mechanisms of the development and recurrence of this disease.
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Affiliation(s)
- Guilan Li
- Department of Hematology, General Hospital of Southern Theatre Command of PLA, Guangzhou, Guangdong 510010, P.R. China
| | - Yang Gao
- Department of Hematology, General Hospital of Southern Theatre Command of PLA, Guangzhou, Guangdong 510010, P.R. China
| | - Kun Li
- Department of Oncology, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong 510282, P.R. China
| | - Anqi Lin
- Department of Oncology, Zhujiang Hospital of Southern Medical University, Guangzhou, Guangdong 510282, P.R. China
| | - Zujun Jiang
- Department of Hematology, General Hospital of Southern Theatre Command of PLA, Guangzhou, Guangdong 510010, P.R. China
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Uwamori M, Osada R, Sugiyama R, Nagatani K, Nakada M. Enantioselective Total Synthesis of Cotylenin A. J Am Chem Soc 2020; 142:5556-5561. [DOI: 10.1021/jacs.0c01774] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Masahiro Uwamori
- Department of Chemistry and Biochemistry, Graduate School of Advanced Science and Engineering, Waseda University, 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan
| | - Ryunosuke Osada
- Department of Chemistry and Biochemistry, Graduate School of Advanced Science and Engineering, Waseda University, 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan
| | - Ryoji Sugiyama
- Department of Chemistry and Biochemistry, Graduate School of Advanced Science and Engineering, Waseda University, 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan
| | - Kotaro Nagatani
- Department of Chemistry and Biochemistry, Graduate School of Advanced Science and Engineering, Waseda University, 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan
| | - Masahisa Nakada
- Department of Chemistry and Biochemistry, Graduate School of Advanced Science and Engineering, Waseda University, 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan
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Tazawa A, Ye Y, Ozaki T, Liu C, Ogasawara Y, Dairi T, Higuchi Y, Kato N, Gomi K, Minami A, Oikawa H. Total Biosynthesis of Brassicicenes: Identification of a Key Enzyme for Skeletal Diversification. Org Lett 2018; 20:6178-6182. [PMID: 30230338 DOI: 10.1021/acs.orglett.8b02654] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The biosynthetic pathway of brassicicenes, derived from the phytopathogen Pseudocercospora fijiensis, was fully reconstituted. Heterologous expression of the eight genes highly expressed in infected leaf tissues generated a new brassicicene derivative as a final product. Together with the characterization of P450 from Alternaria brassicicola, a late stage of the biosynthetic pathway, which generates remarkable structural diversity, has been proposed. Notably, a unique P450 that converts 3 to the structurally distinct 4 and 6 was identified.
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Affiliation(s)
- Akihiro Tazawa
- Department of Chemistry, Faculty of Science , Hokkaido University , Sapporo 060-0810 , Japan
| | - Ying Ye
- Department of Chemistry, Faculty of Science , Hokkaido University , Sapporo 060-0810 , Japan
| | - Taro Ozaki
- Department of Chemistry, Faculty of Science , Hokkaido University , Sapporo 060-0810 , Japan
| | - Chengwei Liu
- Department of Chemistry, Faculty of Science , Hokkaido University , Sapporo 060-0810 , Japan
| | - Yasushi Ogasawara
- Graduate School of Engineering , Hokkaido University , Sapporo 060-8628 , Japan
| | - Tohru Dairi
- Graduate School of Engineering , Hokkaido University , Sapporo 060-8628 , Japan
| | - Yusuke Higuchi
- The Institute of Scientific and Industrial Research , Osaka University , Ibaraki , Osaka 567-0047 , Japan
| | - Nobuo Kato
- The Institute of Scientific and Industrial Research , Osaka University , Ibaraki , Osaka 567-0047 , Japan
| | - Katsuya Gomi
- Graduate School of Agricultural Science , Tohoku University , Sendai 981-8555 , Japan
| | - Atsushi Minami
- Department of Chemistry, Faculty of Science , Hokkaido University , Sapporo 060-0810 , Japan
| | - Hideaki Oikawa
- Department of Chemistry, Faculty of Science , Hokkaido University , Sapporo 060-0810 , Japan
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Wu Y, Su M, Zhang S, Cheng Y, Liao XY, Lin BY, Chen YZ. Abnormal expression of TGF-beta type II receptor isoforms contributes to acute myeloid leukemia. Oncotarget 2018; 8:10037-10049. [PMID: 28052022 PMCID: PMC5354639 DOI: 10.18632/oncotarget.14325] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Accepted: 11/30/2016] [Indexed: 11/25/2022] Open
Abstract
Altered transforming growth factor-beta (TGF-β) signaling has been implicated in the pathogenesis of leukemia. Although TGF-β type II receptor (TβRII) isoforms have been isolated from human leukemia cells, their expression patterns and functions of these variants are unclear. In this study, we determined that two TβRII isoforms (TβRII and TβRII-B) are abnormally expressed in leukemic cells, as compared to normal hematopoietic cells. TβRII-B, but not TβRII, was found to promote cell cycle arrest, apoptosis, and differentiation of leukemic cells. TβRII-B also enhanced TGF-β1 binding and downstream signaling and reduced tumorigenicity in vivo. By contrast, TβRII blocked all-trans retinoic acid-induced differentiation through inhibition of TβRII-B. Overall survival was significantly lower in acute myeloid leukemia (AML) patients with high compared to low TβRII expression. Thus, whereas TβRII-B is a potent inducer of cell cycle arrest, apoptosis, and differentiation, higher TβRII expression correlates with poor clinical prognosis in AML.
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Affiliation(s)
- Yong Wu
- Fujian Institute of Hematology, Department of Hematology, Union Hospital, Fujian Medical University, Fuzhou, China
| | - Min Su
- Fujian Institute of Hematology, Department of Hematology, Union Hospital, Fujian Medical University, Fuzhou, China
| | - ShuX Zhang
- Fujian Institute of Hematology, Department of Hematology, Union Hospital, Fujian Medical University, Fuzhou, China
| | - Yu Cheng
- Fujian Institute of Hematology, Department of Hematology, Union Hospital, Fujian Medical University, Fuzhou, China
| | - Xiao Y Liao
- Fujian Institute of Hematology, Department of Hematology, Union Hospital, Fujian Medical University, Fuzhou, China
| | - Bao Y Lin
- Fujian Institute of Hematology, Department of Hematology, Union Hospital, Fujian Medical University, Fuzhou, China
| | - Yuan Z Chen
- Fujian Institute of Hematology, Department of Hematology, Union Hospital, Fujian Medical University, Fuzhou, China
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Arens J, Bergs D, Mewes M, Merz J, Schembecker G, Schulz F. Heterologous fermentation of a diterpene from Alternaria brassisicola.. Mycology 2014; 5:207-219. [PMID: 25379342 PMCID: PMC4205885 DOI: 10.1080/21501203.2014.917735] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2014] [Accepted: 03/22/2014] [Indexed: 12/11/2022] Open
Abstract
A variety of different applications render terpenes and terpenoids attractive research targets. A promising but so far insufficiently explored family of terpenoids are the fusicoccanes that comprise a characteristic 5-8-5 fused tricyclic ring system. Besides herbicidal effects, these compounds also show apoptotic and anti-tumour effects on mammalian cells. The access to fusicoccanes from natural sources is scarce. Recently, we introduced a metabolically engineered Saccharomyces cerevisiae strain to enable the heterologous fermentation of the shared fusicoccane-diterpenoid precursor, fusicocca-2,10(14)-diene. Here, we show experiments towards the identification of bottlenecks in this process. The suppression of biosynthetic by-products via medium optimisation was found to be an important aspect. In addition, the fermentation process seems to be improved under oxygen limitation conditions. Under fed-batch conditions, the fermentation yield was reproducibly increased to approximately 20 mg/L. Furthermore, the impact of the properties of the terpene synthase on the fermentation yield is discussed, and the preliminary studies on the engineering of this key enzyme are presented.
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Affiliation(s)
- Julia Arens
- Department for Chemistry and Biochemistry, Ruhr University Bochum, 44780Bochum, Germany
| | - Dominik Bergs
- Department of Biochemical and Chemical Engineering, TU Dortmund University, 44227Dortmund, Germany
| | - Mirja Mewes
- Department of Chemistry and Chemical Biology, TU Dortmund University, 44221Dortmund, Germany
| | - Juliane Merz
- Department of Biochemical and Chemical Engineering, TU Dortmund University, 44227Dortmund, Germany
| | - Gerhard Schembecker
- Department of Biochemical and Chemical Engineering, TU Dortmund University, 44227Dortmund, Germany
| | - Frank Schulz
- Department for Chemistry and Biochemistry, Ruhr University Bochum, 44780Bochum, Germany
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Noike M, Ono Y, Araki Y, Tanio R, Higuchi Y, Nitta H, Hamano Y, Toyomasu T, Sassa T, Kato N, Dairi T. Molecular breeding of a fungus producing a precursor diterpene suitable for semi-synthesis by dissection of the biosynthetic machinery. PLoS One 2012; 7:e42090. [PMID: 22870285 PMCID: PMC3411640 DOI: 10.1371/journal.pone.0042090] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2012] [Accepted: 07/03/2012] [Indexed: 11/23/2022] Open
Abstract
Many clinically useful pharmaceuticals are semi-synthesized from natural products produced by actinobacteria and fungi. The synthetic protocols usually contain many complicated reaction steps and thereby result in low yields and high costs. It is therefore important to breed microorganisms that produce a compound most suitable for chemical synthesis. For a long time, desirable mutants have been obtained by random mutagenesis and mass screening. However, these mutants sometimes show unfavorable phenotypes such as low viability and low productivity of the desired compound. Fusicoccin (FC) A is a diterpene glucoside produced by the fungus Phomopsis amygdali. Both FC and the structurally-related cotylenin A (CN) have phytohormone-like activity. However, only CN exhibits anti-cancer activity. Since the CN producer lost its ability to proliferate during preservation, a study on the relationship between structure and activity was carried out, and elimination of the hydroxyl group at position 12 of FC was essential to mimic the CN-like activity. Based on detailed dissection of the biosynthetic machinery, we constructed a mutant producing a compound without a hydroxyl group at position 12 by gene-disruption. The mutant produced this compound as a sole metabolite, which can be easily and efficiently converted into an anti-cancer drug, and its productivity was equivalent to the sum of FC-related compounds produced by the parental strain. Our strategy would be applicable to development of pharmaceuticals that are semi-synthesized from fungal metabolites.
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Affiliation(s)
- Motoyoshi Noike
- Graduate School of Engineering, Hokkaido University, Hokkaido, Japan
- * E-mail: (TD); (MN)
| | - Yusuke Ono
- Graduate School of Engineering, Hokkaido University, Hokkaido, Japan
| | - Yuji Araki
- Graduate School of Engineering, Hokkaido University, Hokkaido, Japan
| | - Ryo Tanio
- Graduate School of Engineering, Hokkaido University, Hokkaido, Japan
| | - Yusuke Higuchi
- The institute of Scientific and Industrial Research, Osaka University, Osaka, Japan
| | - Hajime Nitta
- The institute of Scientific and Industrial Research, Osaka University, Osaka, Japan
| | - Yoshimitsu Hamano
- Department of Bioscience, Fukui Prefectural University, Fukui, Japan
| | - Tomonobu Toyomasu
- Department of Bioresource Engineering, Yamagata University, Yamagata, Japan
| | - Takeshi Sassa
- Department of Bioresource Engineering, Yamagata University, Yamagata, Japan
| | - Nobuo Kato
- The institute of Scientific and Industrial Research, Osaka University, Osaka, Japan
| | - Tohru Dairi
- Graduate School of Engineering, Hokkaido University, Hokkaido, Japan
- * E-mail: (TD); (MN)
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Ono Y, Minami A, Noike M, Higuchi Y, Toyomasu T, Sassa T, Kato N, Dairi T. Dioxygenases, Key Enzymes to Determine the Aglycon Structures of Fusicoccin and Brassicicene, Diterpene Compounds Produced by Fungi. J Am Chem Soc 2011; 133:2548-55. [DOI: 10.1021/ja107785u] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Yusuke Ono
- Graduate School of Engineering, Hokkaido University, Hokkaido 060-8628, Japan
| | - Atsushi Minami
- Graduate School of Sciences, Hokkaido University, Hokkaido 060-0810, Japan
| | - Motoyoshi Noike
- Graduate School of Engineering, Hokkaido University, Hokkaido 060-8628, Japan
| | - Yusuke Higuchi
- Institute of Scientific and Industrial Research, Osaka University, Osaka 567-0047, Japan
| | - Tomonobu Toyomasu
- Department of Bioresource Engineering, Yamagata University, Yamagata 997-8555, Japan
| | - Takeshi Sassa
- Department of Bioresource Engineering, Yamagata University, Yamagata 997-8555, Japan
| | - Nobuo Kato
- Institute of Scientific and Industrial Research, Osaka University, Osaka 567-0047, Japan
| | - Tohru Dairi
- Graduate School of Engineering, Hokkaido University, Hokkaido 060-8628, Japan
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Hashimoto M, Higuchi Y, Takahashi S, Osada H, Sakaki T, Toyomasu T, Sassa T, Kato N, Dairi T. Functional analyses of cytochrome P450 genes responsible for the early steps of brassicicene C biosynthesis. Bioorg Med Chem Lett 2009; 19:5640-3. [PMID: 19700326 DOI: 10.1016/j.bmcl.2009.08.026] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2009] [Revised: 08/03/2009] [Accepted: 08/05/2009] [Indexed: 11/19/2022]
Abstract
We previously revealed that Orf8 and Orf6, which were identified in the brassicicene C biosynthetic gene cluster in Alternaria brassicicola strain ATCC96836, were fusicoccadiene (FD) synthase and 16-O-methyltransferase, respectively. In the present Letter, the early biosynthetic steps after the formation of FD were investigated. Plasmids carrying the FD synthase gene, one (or two) of five cytochrome P450 genes (orf1, orf2, orf5, orf7, and orf11) identified in the cluster and a cytochrome P450 reductase gene cloned from strain ATCC96836 were constructed and introduced into Saccharomyces cerevisiae. Based on the structures of the compounds produced by the transformants, Orf1 is suggested to be an 8beta-hydroxylation enzyme that yields FD 8beta-ol (4), followed by 16-hydroxylation by Orf7 to produce FD 8beta16-diol (5).
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Affiliation(s)
- Makoto Hashimoto
- Biotechnology Research Center, Toyama Prefectural University, Imizu, Toyama 939-0398, Japan.
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Identification and functional analysis of brassicicene C biosynthetic gene cluster in Alternaria brassicicola. Bioorg Med Chem Lett 2009; 19:870-4. [DOI: 10.1016/j.bmcl.2008.11.108] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2008] [Revised: 11/26/2008] [Accepted: 11/28/2008] [Indexed: 11/19/2022]
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Toyomasu T, Tsukahara M, Kaneko A, Niida R, Mitsuhashi W, Dairi T, Kato N, Sassa T. Fusicoccins are biosynthesized by an unusual chimera diterpene synthase in fungi. Proc Natl Acad Sci U S A 2007; 104:3084-8. [PMID: 17360612 PMCID: PMC1805559 DOI: 10.1073/pnas.0608426104] [Citation(s) in RCA: 144] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2006] [Indexed: 11/18/2022] Open
Abstract
Fusicoccins are a class of diterpene glucosides produced by the plant-pathogenic fungus Phomopsis amygdali. As modulators of 14-3-3 proteins, fusicoccins function as potent activators of plasma membrane H(+)-ATPase in plants and also exhibit unique biological activity in animal cells. Despite their well studied biological activities, no genes encoding fusicoccin biosynthetic enzymes have been identified. Cyclic diterpenes are commonly synthesized via cyclization of a C(20) precursor, geranylgeranyl diphosphate (GGDP), which is produced through condensation of the universal C(5) isoprene units dimethylallyl diphosphate and isopentenyl diphosphate by prenyltransferases. We found that (+)-fusicocca-2,10 (14)-diene, a tricyclic hydrocarbon precursor for fusicoccins, is biosynthesized from the C(5) isoprene units by an unusual multifunctional enzyme, P. amygdali fusicoccadiene synthase (PaFS), which shows both prenyltransferase and terpene cyclase activities. The functional analysis of truncated mutants and site-directed mutagenesis demonstrated that PaFS consists of two domains: a terpene cyclase domain at the N terminus and a prenyltransferase domain at the C terminus. These findings suggest that fusicoccadiene can be produced efficiently in the fungus by using the C(5) precursors, irrespective of GGDP availability. In fact, heterologous expression of PaFS alone resulted in the accumulation of fusicocca-2,10 (14)-diene in Escherichia coli cells, whereas no product was detected in E. coli cells expressing Gibberella fujikuroi ent-kaurene synthase, another fungal diterpene cyclase that also uses GGDP as a substrate but does not contain a prenyltransferase domain. Genome walking suggested that fusicoccin biosynthetic enzymes are encoded as a gene cluster near the PaFS gene.
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Affiliation(s)
- Tomonobu Toyomasu
- Department of Bioresource Engineering, Yamagata University, Tsuruoka, Yamagata 997-8555, Japan.
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