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Guo S, Sun X, Li R, Zhang T, Hu F, Liu F, Hua Q. Two strategies to improve the supply of PKS extender units for ansamitocin P-3 biosynthesis by CRISPR-Cas9. BIORESOUR BIOPROCESS 2022; 9:90. [PMID: 38647752 PMCID: PMC10991131 DOI: 10.1186/s40643-022-00583-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 08/15/2022] [Indexed: 11/10/2022] Open
Abstract
Ansamitocin P-3 (AP-3) produced by Actinosynnema pretiosum is a potent antitumor agent. However, lack of efficient genome editing tools greatly hinders the AP-3 overproduction in A. pretiosum. To solve this problem, a tailor-made pCRISPR-Cas9apre system was developed from pCRISPR-Cas9 for increasing the accessibility of A. pretiosum to genetic engineering, by optimizing cas9 for the host codon preference and replacing pSG5 with pIJ101 replicon. Using pCRISPR-Cas9apre, five large-size gene clusters for putative competition pathway were individually deleted with homology-directed repair (HDR) and their effects on AP-3 yield were investigated. Especially, inactivation of T1PKS-15 increased AP-3 production by 27%, which was most likely due to the improved intracellular triacylglycerol (TAG) pool for essential precursor supply of AP-3 biosynthesis. To enhance a "glycolate" extender unit, two combined bidirectional promoters (BDPs) ermEp-kasOp and j23119p-kasOp were knocked into asm12-asm13 spacer in the center region of gene cluster, respectively, by pCRISPR-Cas9apre. It is shown that in the two engineered strains BDP-ek and BDP-jk, the gene transcription levels of asm13-17 were significantly upregulated to improve the methoxymalonyl-acyl carrier protein (MM-ACP) biosynthetic pathway and part of the post-PKS pathway. The AP-3 yields of BDP-ek and BDP-jk were finally increased by 30% and 50% compared to the parent strain L40. Both CRISPR-Cas9-mediated engineering strategies employed in this study contributed to the availability of AP-3 PKS extender units and paved the way for further metabolic engineering of ansamitocin overproduction.
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Affiliation(s)
- Siyu Guo
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Xueyuan Sun
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Ruihua Li
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Tianyao Zhang
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Fengxian Hu
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Feng Liu
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China.
| | - Qiang Hua
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China.
- Shanghai Collaborative Innovation Center for Biomanufacturing Technology, 130 Meilong Road, Shanghai, 200237, China.
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Vu MT, Geraldi A, Do HDK, Luqman A, Nguyen HD, Fauzia FN, Amalludin FI, Sadila AY, Wijaya NH, Santoso H, Manuhara YSW, Bui LM, Hariyanto S, Wibowo AT. Soil Mineral Composition and Salinity Are the Main Factors Regulating the Bacterial Community Associated with the Roots of Coastal Sand Dune Halophytes. BIOLOGY 2022; 11:biology11050695. [PMID: 35625422 PMCID: PMC9138652 DOI: 10.3390/biology11050695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 04/15/2022] [Accepted: 04/27/2022] [Indexed: 11/16/2022]
Abstract
Soil salinity and mineral deficiency are major problems in agriculture. Many studies have reported that plant-associated microbiota, particularly rhizosphere and root microbiota, play a crucial role in tolerance against salinity and mineral deficiency. Nevertheless, there are still many unknown parts of plant–microbe interaction, especially regarding their role in halophyte adaptation to coastal ecosystems. Here, we report the bacterial community associated with the roots of coastal sand dune halophytes Spinifex littoreus and Calotropis gigantea, and the soil properties that affect their composition. Strong correlations were observed between root bacterial diversity and soil mineral composition, especially with soil Calcium (Ca), Titanium (Ti), Cuprum (Cu), and Zinc (Zn) content. Soil Ti and Zn content showed a positive correlation with bacterial diversity, while soil Ca and Cu had a negative effect on bacterial diversity. A strong correlation was also found between the abundance of several bacterial species with soil salinity and mineral content, suggesting that some bacteria are responsive to changes in soil salinity and mineral content. Some of the identified bacteria, such as Bacillus idriensis and Kibdelosporangium aridum, are known to have growth-promoting effects on plants. Together, the findings of this work provided valuable information regarding bacterial communities associated with the roots of sand dune halophytes and their interactions with soil properties. Furthermore, we also identified several bacterial species that might be involved in tolerance against stresses. Further work will be focused on isolation and transplantation of these potential microbes, to validate their role in plant tolerance against stresses, not only in their native hosts but also in crops.
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Affiliation(s)
- Minh Thiet Vu
- NTT Hi-Tech Institute, Nguyen Tat Thanh University, Ho Chi Minh City 70000, Vietnam; (M.T.V.); (H.D.K.D.); (H.D.N.)
| | - Almando Geraldi
- Departement of Biology, Faculty of Science and Technology, Airlangga University, Surabaya 60115, Indonesia; (A.G.); (F.N.F.); (F.I.A.); (A.Y.S.); (N.H.W.); (Y.S.W.M.); (L.M.B.)
- Biotechnology of Tropical Medicinal Plants Research Group, Airlangga University, Surabaya 60115, Indonesia
| | - Hoang Dang Khoa Do
- NTT Hi-Tech Institute, Nguyen Tat Thanh University, Ho Chi Minh City 70000, Vietnam; (M.T.V.); (H.D.K.D.); (H.D.N.)
| | - Arif Luqman
- Biology Department, Institut Teknologi Sepuluh Nopember, Surabaya 60111, Indonesia;
| | - Hoang Danh Nguyen
- NTT Hi-Tech Institute, Nguyen Tat Thanh University, Ho Chi Minh City 70000, Vietnam; (M.T.V.); (H.D.K.D.); (H.D.N.)
| | - Faiza Nur Fauzia
- Departement of Biology, Faculty of Science and Technology, Airlangga University, Surabaya 60115, Indonesia; (A.G.); (F.N.F.); (F.I.A.); (A.Y.S.); (N.H.W.); (Y.S.W.M.); (L.M.B.)
| | - Fahmi Ikhlasul Amalludin
- Departement of Biology, Faculty of Science and Technology, Airlangga University, Surabaya 60115, Indonesia; (A.G.); (F.N.F.); (F.I.A.); (A.Y.S.); (N.H.W.); (Y.S.W.M.); (L.M.B.)
| | - Aliffa Yusti Sadila
- Departement of Biology, Faculty of Science and Technology, Airlangga University, Surabaya 60115, Indonesia; (A.G.); (F.N.F.); (F.I.A.); (A.Y.S.); (N.H.W.); (Y.S.W.M.); (L.M.B.)
| | - Nabilla Hapsari Wijaya
- Departement of Biology, Faculty of Science and Technology, Airlangga University, Surabaya 60115, Indonesia; (A.G.); (F.N.F.); (F.I.A.); (A.Y.S.); (N.H.W.); (Y.S.W.M.); (L.M.B.)
| | - Heri Santoso
- Generasi Biologi Indonesia (Genbinesia) Foundation, Gresik 61171, Indonesia;
| | - Yosephine Sri Wulan Manuhara
- Departement of Biology, Faculty of Science and Technology, Airlangga University, Surabaya 60115, Indonesia; (A.G.); (F.N.F.); (F.I.A.); (A.Y.S.); (N.H.W.); (Y.S.W.M.); (L.M.B.)
- Biotechnology of Tropical Medicinal Plants Research Group, Airlangga University, Surabaya 60115, Indonesia
| | - Le Minh Bui
- Departement of Biology, Faculty of Science and Technology, Airlangga University, Surabaya 60115, Indonesia; (A.G.); (F.N.F.); (F.I.A.); (A.Y.S.); (N.H.W.); (Y.S.W.M.); (L.M.B.)
- Department of Biotechnology, NTT Hi-tech Institute, Nguyen Tat Thanh University, Ho Chi Minh City 70000, Vietnam
| | - Sucipto Hariyanto
- Departement of Biology, Faculty of Science and Technology, Airlangga University, Surabaya 60115, Indonesia; (A.G.); (F.N.F.); (F.I.A.); (A.Y.S.); (N.H.W.); (Y.S.W.M.); (L.M.B.)
- Correspondence: (S.H.); (A.T.W.)
| | - Anjar Tri Wibowo
- Departement of Biology, Faculty of Science and Technology, Airlangga University, Surabaya 60115, Indonesia; (A.G.); (F.N.F.); (F.I.A.); (A.Y.S.); (N.H.W.); (Y.S.W.M.); (L.M.B.)
- Biotechnology of Tropical Medicinal Plants Research Group, Airlangga University, Surabaya 60115, Indonesia
- Correspondence: (S.H.); (A.T.W.)
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Zhang P, Zhang K, Liu Y, Fu J, Zong G, Ma X, Cao G. Deletion of the Response Regulator PhoP Accelerates the Formation of Aerial Mycelium and Spores in Actinosynnema pretiosum. Front Microbiol 2022; 13:845620. [PMID: 35464974 PMCID: PMC9019756 DOI: 10.3389/fmicb.2022.845620] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 03/15/2022] [Indexed: 11/25/2022] Open
Abstract
PhoPR is an important two-component signal transduction system (TCS) for microorganisms to sense and respond to phosphate limitation. Although the response regulator PhoP controls morphological development and secondary metabolism in various Streptomyces species, the function of PhoP in Actinosynnema pretiosum remains unclear. In this study, we showed that PhoP significantly represses the morphological development of the A. pretiosum X47 strain. Production of aerial mycelium and spore formation occurred much earlier in the ΔphoP strain than in X47 during growth on ISP2 medium. Transcription analysis indicated that 222 genes were differentially expressed in ∆phoP compared to strain X47. Chemotaxis genes (cheA, cheW, cheX, and cheY); flagellum biosynthesis and motility genes (flgBCDGKLN, flaD, fliD-R, motA, and swrD); and differentiation genes (whiB and ssgB) were significantly upregulated in ∆phoP. Gel-shift analysis indicated that PhoP binds to the promoters of flgB, flaD, and ssgB genes, and PHO box-like motif with the 8-bp conserved sequence GTTCACGC was identified. The transcription of phoP/phoR of X47 strain was induced at low phosphate concentration. Our results demonstrate that PhoP is a negative regulator that controls the morphological development of A. pretiosum X47 by repressing the transcription of differentiation genes.
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Affiliation(s)
- Peipei Zhang
- Department of Epidemiology, The First Affiliated Hospital of Shandong First Medical University, Jinan, China.,College of Biomedical Sciences, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Kunyu Zhang
- Department of Epidemiology, The First Affiliated Hospital of Shandong First Medical University, Jinan, China.,College of Biomedical Sciences, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Yayu Liu
- College of Biomedical Sciences, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Jiafang Fu
- Department of Epidemiology, The First Affiliated Hospital of Shandong First Medical University, Jinan, China.,College of Biomedical Sciences, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Gongli Zong
- Department of Epidemiology, The First Affiliated Hospital of Shandong First Medical University, Jinan, China.,College of Biomedical Sciences, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Xin Ma
- College of Biomedical Sciences, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Guangxiang Cao
- Department of Epidemiology, The First Affiliated Hospital of Shandong First Medical University, Jinan, China.,College of Biomedical Sciences, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
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Cheng H, Xiong G, Li Y, Zhu J, Xiong X, Wang Q, Zhang L, Dong H, Zhu C, Liu G, Chen H. Increased yield of AP-3 by inactivation of asm25 in Actinosynnema pretiosum ssp. auranticum ATCC 31565. PLoS One 2022; 17:e0265517. [PMID: 35316825 PMCID: PMC8939807 DOI: 10.1371/journal.pone.0265517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 02/18/2022] [Indexed: 12/24/2022] Open
Abstract
Asamitocins are maytansinoids produced by Actinosynnema pretiosum ssp. auranticum ATCC 31565 (A. pretiosum ATCC 31565), which have a structure similar to that of maytansine, therefore serving as a precursor of maytansine in the development of antibody-drug conjugates (ADCs). Currently, there are more than 20 known derivatives of ansamitocins, among which ansamitocin P-3 (AP-3) exhibits the highest antitumor activity. Despite its importance, the application of AP-3 is restricted by low yield, likely due to a substrate competition mechanism underlying the synthesis pathways of AP-3 and its byproducts. Given that N-demethylansamitocin P-3, the precursor of AP-3, is regulated by asm25 and asm10 to synthesize AGP-3 and AP-3, respectively, asm25 is predicted to be an inhibitory gene for AP-3 production. In this study, we inactivated asm25 in A. pretiosum ATCC 31565 by CRISPR-Cas9-guided gene editing. asm25 depletion resulted in a more than 2-fold increase in AP-3 yield. Surprisingly, the addition of isobutanol further improved AP-3 yield in the asm25 knockout strain by more than 6 times; in contrast, only a 1.53-fold increase was found in the WT strain under the parallel condition. Thus, we uncovered an unknown function of asm25 in AP-3 yield and identified asm25 as a promising target to enhance the large-scale industrial production of AP-3.
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Affiliation(s)
- Hong Cheng
- Institutes of Physical Science and Information Technology, Anhui University, Hefei, China
- Academy of Military Medical Sciences, Beijing, China
| | - Guoqing Xiong
- Institutes of Physical Science and Information Technology, Anhui University, Hefei, China
- Academy of Military Medical Sciences, Beijing, China
| | - Yi Li
- Academy of Military Medical Sciences, Beijing, China
| | - Jiaqi Zhu
- Academy of Military Medical Sciences, Beijing, China
- School of Life Science and Technology, Dalian University, Dalian, China
| | | | - Qingyang Wang
- Academy of Military Medical Sciences, Beijing, China
| | | | - Haolong Dong
- Academy of Military Medical Sciences, Beijing, China
| | - Chen Zhu
- Academy of Military Medical Sciences, Beijing, China
- * E-mail: (GL); (HC)
| | - Gang Liu
- Academy of Military Medical Sciences, Beijing, China
- * E-mail: (GL); (HC)
| | - Huipeng Chen
- Academy of Military Medical Sciences, Beijing, China
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Wang X, Wei J, Xiao Y, Luan S, Ning X, Bai L. Efflux identification and engineering for ansamitocin P-3 production in Actinosynnema pretiosum. Appl Microbiol Biotechnol 2021; 105:695-706. [PMID: 33394151 DOI: 10.1007/s00253-020-11044-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 11/25/2020] [Accepted: 12/06/2020] [Indexed: 12/31/2022]
Abstract
Ansamitocin P-3 (AP-3) exhibits potent biological activities against various tumor cells. As an important drug precursor, reliable supply of AP-3 is limited by low fermentation yield. Although different strategies have been implemented to improve AP-3 yield, few have investigated the impact of efflux on AP-3 production. In this study, AP-3 efflux genes were identified through combined analysis of two sets of transcriptomes. The production-based transcriptome was implemented to search for efflux genes highly expressed in response to AP-3 accumulation during the fermentation process, while the resistance-based transcriptome was designed to screen for genes actively expressed in response to the exogenous supplementation of AP-3. After comprehensive analysis of two transcriptomes, six efflux genes outside the ansamitocin BGC were identified. Among the six genes, individual deletion of APASM_2704, APASM_6861, APASM_3193, and APASM_2805 resulted in decreased AP-3 production, and alternative overexpression led to AP-3 yield increase from 264.6 to 302.4, 320.4, 330.6, and 320.6 mg/L, respectively. Surprisingly, APASM_2704 was found to be responsible for exportation of AP-3 and another macro-lactam antibiotic pretilactam. Furthermore, growth of APASM_2704, APASM_3193, or APASM_2805 overexpression mutants was obviously improved under 300 mg/L AP-3 supplementation. In summary, our study has identified AP-3 efflux genes outside the ansamitocin BGC by comparative transcriptomic analysis, and has shown that enhancing the transcription of transporter genes can improve AP-3 production, shedding light on strategies used for exporter screening and antibiotic production improvement. KEY POINTS: • AP-3-related efflux genes were identified by transcriptomic analysis. • Deletion of the identified efflux genes led in AP-3 yield decrease. • Overexpression of the efflux genes resulted in increased AP-3 production.
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Affiliation(s)
- Xinran Wang
- Center for Synthetic Biochemistry, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes for Advanced Technology, Chinese Academy of Sciences, Shenzhen, China. .,State Key Laboratory of Microbial Metabolism, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
| | - Jianhua Wei
- State Key Laboratory of Microbial Metabolism, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Yifan Xiao
- State Key Laboratory of Microbial Metabolism, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Shuhui Luan
- State Key Laboratory of Microbial Metabolism, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Xinjuan Ning
- State Key Laboratory of Microbial Metabolism, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Linquan Bai
- State Key Laboratory of Microbial Metabolism, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
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p-Aminophenylalanine Involved in the Biosynthesis of Antitumor Dnacin B1 for Quinone Moiety Formation. Molecules 2020; 25:molecules25184186. [PMID: 32932689 PMCID: PMC7570522 DOI: 10.3390/molecules25184186] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 09/08/2020] [Accepted: 09/10/2020] [Indexed: 12/04/2022] Open
Abstract
Actinosynnema species produce diverse natural products with important biological activities, which represent an important resource of antibiotic discovery. Advances in genome sequencing and bioinformatics tools have accelerated the exploration of the biosynthetic gene clusters (BGCs) encoding natural products. Herein, the completed BGCs of dnacin B1 were first discovered in two Actinosynnema pretiosum subsp. auranticum strains DSM 44131T (hereafter abbreviated as strain DSM 44131T) and X47 by comparative genome mining strategy. The BGC for dnacin B1 contains 41 ORFs and spans a 66.9 kb DNA region in strain DSM 44131T. Its involvement in dnacin B1 biosynthesis was identified through the deletion of a 9.7 kb region. Based on the functional gene analysis, we proposed the biosynthetic pathway for dnacin B1. Moreover, p-amino-phenylalanine (PAPA) unit was found to be the dnacin B1 precursor for the quinone moiety formation, and this was confirmed by heterologous expression of dinV, dinE and dinF in Escherichia coli. Furthermore, nine potential PAPA aminotransferases (APAT) from the genome of strain DSM 44131T were explored and expressed. Biochemical evaluation of their amino group transformation ability was carried out with p-amino-phenylpyruvic acid (PAPP) or PAPA as the substrate for the final product formation. Two of those, APAT4 and APAT9, displayed intriguing aminotransferase ability for the formation of PAPA. The proposed dnacin B1 biosynthetic machinery and PAPA biosynthetic investigations not only enriched the knowledge of tetrahydroisoquinoline (THIQ) biosynthesis, but also provided PAPA building blocks to generate their structurally unique homologues.
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