Stepwise increase of thaxtomins production in Streptomyces albidoflavus J1074 through combinatorial metabolic engineering

Improving butenyl-spinosyn production in Saccharopolyspora pogona through combination of metabolic engineering and medium optimization

Butenyl-spinosyn is a high-quality biological insecticide produced by Saccharopolyspora pogona that effectively targets a broad range of insect pests. However, the large-scale production of this insecticide is hindered by its low yield. Herein, based on prior comparative genomic analysis, five mutations were individually overexpressed in aG6. Subsequently, the combinatorial overexpression of sp1322 (encoding NAD-glutamate dehydrogenase) and sp6746 (encoding dTDP-glucose 4,6-dehydratase) in aG6 resulted in strain O1322-6746. The production of butenyl-spinosyn in O1322-6746 was 77.1% higher than that in aG6. Comparative targeted metabolomic analysis uncovered that O1322-6746 exhibited increased metabolic flux toward butenyl-spinosyn precursors. Furthermore, single-factor experiments, Plackett-Burman analysis and response surface methodology were performed to optimize the fermentation medium for O1322-6746. Ultimately, butenyl-spinosyn production was enhanced to 298.5 mg/L in a 5-L bioreactor, marking the highest yield ever reported. This work demonstrated that combining metabolic engineering with medium optimization is an effective strategy to improve butenyl-spinosyn production.

A rational multi-target combination strategy for synergistic improvement of non-ribosomal peptide production

Non-ribosomal peptides (NRPs) are pharmaceutically important natural products that include numerous clinical drugs. However, the biosynthesis of these NRPs is intricately regulated and improving production through manipulation of multiple regulatory targets remains largely empirical. We here develop a screening-based, multi-target rational combination strategy and demonstrate its effectiveness in enhancing the titers of three NRP drugs - daptomycin, thaxtomin A and surfactin. Initially, we devise a reliable colorimetric analog co-expression and co-biosynthesis reporter system for screening high-yielding phenotypes. Subsequently, through coupling CRISPR interference to induce genome-wide differential expression, we identify dozens of repressors that inhibit the biosynthesis of these NRPs. To address the challenge of multi-target combination, we further developed a dual-target screen approach and introduced an interplay map based on the synergy coefficient of each pairwise interaction. Employing this strategy, we engineer the final strains with multi-target synergistic combination and achieve the titer improvement of the three NRPs. Our work provides a rational multi-target combination strategy for production improvement of NRPs.

Genome Combination Improvement Strategy Promotes Efficient Spinosyn Biosynthesis in Saccharopolyspora spinosa

Spinosyns are secondary metabolites produced by Saccharopolyspora spinosa known for their potent insecticidal properties and broad pesticidal spectrum. We report significant advancements in spinosyn biosynthesis achieved through a genome combination improvement strategy in S. spinosa. By integrating modified genome shuffling with ultraviolet mutation and multiomics analysis, we developed a high-yield spinosyn strain designated as YX2. The levels of most proteins and metabolites linked to primary metabolism and spinosyn biosynthesis were greater in this strain than those in S. spinosa. Based on these insights, we overexpressed 15 relevant functional genes to enhance the conversion of fatty acids into acetyl-coenzyme A. Notably, the overexpression of acd (YX2_3432) significantly increased the spinosyn yield, reaching 1120 ± 108 mg/L, which is about 12 times higher than that produced by S. spinosa. This study presents a valuable and straightforward strategy that can be broadly applied to enhance the production of secondary metabolites in actinomycetes.

Combinatorial metabolic engineering strategy of precursor pools for the yield improvement of spinosad in Saccharopolyspora spinosa

Spinosad is an insecticide produced by Saccharopolyspora spinosa, and its larvicidal activity is considered a promising approach to combat crop pests. The aim of this study was to enhance the synthesis of spinosad through increasing the supply of acyl-CoAs precursor by the following steps. (i) Engineering the β-oxidation pathway by overexpressing key genes within the pathway to promote the synthesis of spinosad. The results showed that the overexpression of fadD, fadE, and fadA1 genes, as well as the co-expression of fadA1 and fadE genes, increased the yield of spinosad by 0.36-fold, 0.89-fold, 0.75-fold and 1.25-fold respectively. (ii) Employing combinatorial engineering of the β-oxidation pathway and ACC/PCC pathway to promote the synthesis of spinosad. The results showed that the co-expression of fadE and pccA, as well as accC and fadE, resulted in a 1.77-fold and 1.43-fold increase in spinosad production respectively. (iii) When exogenous triacylglycerol was added to the fermentation medium, the solely engineering of the β-oxidation pathway increased the yield of spinosad by 7.13-fold, reaching 427.23 mg/L. While the combinatorial engineering of both the β-oxidation pathway and ACC/PCC pathway increased the yield of spinosad by 9.61-fold, reaching 625.17 mg/L, and further optimization of the culture medium resulted in an even higher yield of spinosad, reaching 1293.43 mg/L. The results of this study indicate that the above combination strategy can promote the efficient biosynthesis of spinosad.

Stepwise increase of fidaxomicin in an engineered heterologous host Streptomyces albus through multi-level metabolic engineering

The anti-Clostridium difficile infection (CDI) drug fidaxomicin is a natural polyketide metabolite mainly produced by Micromonosporaceae, such as Actinoplanes deccanensis, Dactylosporangium aurantiacum, and Micromonospora echinospora. In the present study, we employed a stepwise strategy by combining heterologous expression, chassis construction, promoter engineering, activator and transporters overexpression, and optimization of fermentation media for high-level production of fidaxomicin. The maximum yield of 384 mg/L fidaxomicin was achieved with engineered Streptomyces albus D7-VHb in 5 L-tank bioreactor, and it was approximately 15-fold higher than the native strain Actinoplanes deccanensis YP-1 with higher strain stability and growth rate. This study developed an enhanced chassis strain, and for the first time, achieved the heterologous synthesis of fidaxomicin through a combinatorial metabolic engineering strategy.

Engineering of tnaC-Based Tryptophan Biosensors for Dynamic Control of Violacein Production

Tryptophan not only serves as a fundamental building block for protein synthesis but also acts as a metabolic precursor for a diverse array of high-value chemicals. Although a few tryptophan-responsive biosensors are currently available, there is a growing interest in developing high-performance biosensors. In this study, we create a miniature toolkit of tryptophan biosensors based upon the leader regulatory region of the tnaCAB operon, which is responsible for tryptophan catabolism in Escherichia coli. Four variants are generated by engineering the tnaC leader sequence, which encodes a leader peptide composed of 24 amino acid residues. Subsequently, the performance of both the natural tnaC sequence and its engineered variants is assessed in a reporter strain based on the MazEF toxin-antitoxin system. The results demonstrate that two engineered variants exhibit increased sensitivity to low levels of tryptophan. Moreover, the engineered biosensors are further optimized by replacing the native promoter of tnaC with a phage-derived constitutive promoter. Intriguingly, the engineered biosensors can be reconstructed for extended application in Pseudomonas putida, a robust microbial chassis for metabolic engineering. In summary, our study expands the toolkit of tryptophan biosensors that can be broadly used for the bioproduction of many other high-value tryptophan-derived products.

Characterizing and Engineering Rhamnose-Inducible Regulatory Systems for Dynamic Control of Metabolic Pathways in Streptomyces

Fine-tuning gene expression is of great interest for synthetic biotechnological applications. This is particularly true for the genus Streptomyces, which is well-known as a prolific producer of diverse natural products. Currently, there is an increasing demand to develop effective gene induction systems. In this study, bioinformatic analysis revealed a putative rhamnose catabolic pathway in multiple Streptomyces species, and the removal of the pathway in the model organism Streptomyces coelicolor impaired its growth on minimal media with rhamnose as the sole carbon source. To unravel the regulatory mechanism of RhaR, a LacI family transcriptional regulator of the catabolic pathway, electrophoretic mobility shift assays (EMSAs) were performed to identify potential target promoters. Multiple sequence alignments retrieved a consensus sequence of the RhaR operator (rhaO). A synthetic biology-based strategy was then deployed to build rhamnose-inducible regulatory systems, referred to as rhaRS1 and rhaRS2, by assembling the repressor/operator pair RhaR/rhaO with the well-defined constitutive kasO* promoter. Both rhaRS1 and rhaRS2 exhibited a high level of induced reporter activity, with no leaky expression. rhaRS2 has been proven successful for the programmable production of actinorhodin and violacein in Streptomyces. Our study expanded the toolkit of inducible regulatory systems that will be broadly applicable to many other Streptomyces species.

DNA Molecular Glue Assisted Bacterial Conjugative Transfer

Bacterial conjugation, a commonly used method to horizontally transfer functional genes from donor to recipient strains, plays an important role in the genetic manipulation of bacteria for basic research and industrial production. Successful conjugation depends on the donor-recipient cell recognition and a tight mating junction formation. However, the efficiency of conjugative transfer is usually very low. In this work, we developed a new technique that employed DNA molecule "glue" to increase the match frequency and the interaction stability between the donor and recipient cells. We used two E. coli strains, ETZ and BL21, as a model system, and modified them with the complementary ssDNA oligonucleotides by click chemistry. The conjugation efficiency of the modified bacteria was improved more than 4 times from 10 %-46 %. This technique is simple and generalizable as it only relies on the active amino groups on the bacterial surface. It is expected to have broad applications in constructing engineered bacteria.

Engineering the TetR-family transcriptional regulator XNR_0706 to enhance heterologous spinosad production in Streptomyces albus B4 chassis

The TetR family of regulators are an important group of transcription regulators that regulate diverse cellular processes in prokaryotes. In this study, we found that XNR_0706, a TetR family regulator, controlled the expression of XNR_0345, XNR_0454, XNR_0513 and XNR_1438 putatively involved in fatty acid β-oxidation by interacting with the promoter regions in Streptomyces albus B4. The transcription level of these four genes was downregulated in XNR_0706 deletion strain (ΔXNR_0706) and restored by XNR_0706 complementation in Δ0706/pIB-0706, demonstrating that XNR_0706 was a positive transcriptional regulator of the genes. With toxic long-chain fatty acids addition in TSB media, deletion of XNR_0706 caused significantly poor growth, whereas XNR_0706 complementation increased the utilization of additional fatty acids, resulting in restored growth. Fatty acid β-oxidation is one source of acetyl- and malonyl-CoA precursors for polyketides biosynthesis in actinobacteria. Overexpression of XNR_0706 in B4/spnNEW, a spinosad heterologous expression strain derived from S. albus B4, increased spinosad yield by 20.6 %. Additionally, supplement of 0.3 g/L fatty acids resulted in a further 42.4 % increase in spinosad yield. Our study reveals a regulatory mechanism in long-chain fatty acids metabolism in S. albus and these insights into the molecular regulation of β-oxidation by XNR_0706 are instrumental for increasing secondary metabolites in actinobacteria.

Engineering of a TetR family transcriptional regulator BkdR enhances heterologous spinosad production in Streptomyces albus B4 chassis

Precursor supply plays a significant role in the production of secondary metabolites. In Streptomyces bacteria, propionyl-, malonyl-, and methylmalonyl-CoA are the most common precursors used for polyketide biosynthesis. Although propionyl-CoA synthetases participate in the propionate assimilation pathway and directly convert propionate into propionyl-CoA, malonyl- and methylmalonyl-CoA cannot be formed using common acyl-CoA synthetases. Therefore, both acetyl- and propionyl-CoA carboxylation, catalyzed by acyl-CoA carboxylases, should be considered when engineering a microorganism chassis to increase polyketide production. In this study, we identified a transcriptional regulator of the TetR family, BkdR, in Streptomyces albus B4, which binds directly to the promoter region of the neighboring pccAB operon. This operon encodes acetyl/propionyl-CoA carboxylase and negatively regulates its transcription. In addition to acetate and propionate, the binding of BkdR to pccAB is disrupted by acetyl- and propionyl-CoA ligands. We identified a 16-nucleotide palindromic BkdR-binding motif (GTTAg/CGGTCg/TTAAC) in the intergenic region between pccAB and bkdR. When bkdR was deleted, we found an enhanced supply of malonyl- and methylmalonyl-CoA precursors in S. albus B4. In this study, spinosad production was detected in the recombinant strain after introducing the entire artificial biosynthesized gene cluster into S. albus B4. When supplemented with propionate to provide propionyl-CoA, the novel bkdR-deleted strain produced 29.4% more spinosad than the initial strain in trypticase soy broth (TSB) medium.

IMPORTANCE

In this study, we describe a pccAB operon involved in short-chain acyl-CoA carboxylation in S. albus B4 chassis. The TetR family regulator, BkdR, represses this operon. Our results show that BkdR regulates the precursor supply needed for heterologous spinosad biosynthesis by controlling acetyl- and propionyl-CoA assimilation. The deletion of the BkdR-encoding gene exerts an increase in heterologous spinosad yield. Our research reveals a regulatory mechanism in short-chain acyl-CoA metabolism and suggests new possibilities for S. albus chassis engineering to enhance heterologous polyketide yield.

Combinatorial metabolic engineering of Streptomyces sp. CB03234-S for the enhanced production of anthraquinone-fused enediyne tiancimycins

BACKGROUND

Anthraquinone-fused enediynes (AFEs) are excellent payloads for antibody-drug conjugates (ADCs). The yields of AFEs in the original bacterial hosts are extremely low. Multiple traditional methods had been adopted to enhance the production of the AFEs. Despite these efforts, the production titers of these compounds are still low, presenting a practical challenge for their development. Tiancimycins (TNMs) are a class of AFEs produced by Streptomyces sp. CB03234. One of their salient features is that they exhibit rapid and complete cell killing ability against various cancer cell lines.

RESULTS

In this study, a combinatorial metabolic engineering strategy guided by the CB03234-S genome and transcriptome was employed to improve the titers of TNMs. First, re-sequencing of CB03234-S (Ribosome engineered mutant strains) genome revealed the deletion of a 583-kb DNA fragment, accounting for about 7.5% of its genome. Second, by individual or combined inactivation of seven potential precursor competitive biosynthetic gene clusters (BGCs) in CB03234-S, a double-BGC inactivation mutant, S1009, was identified with an improved TNMs titer of 28.2 ± 0.8 mg/L. Third, overexpression of five essential biosynthetic genes, including two post-modification genes, and three self-resistance auxiliary genes, was also conducted, through which we discovered that mutants carrying the core genes, tnmE or tnmE10, exhibited enhanced TNMs production. The average TNMs yield reached 43.5 ± 2.4 mg/L in a 30-L fermenter, representing an approximately 360% increase over CB03234-S and the highest titer among all AFEs to date. Moreover, the resulting mutant produced TNM-W, a unique TNM derivative with a double bond instead of a common ethylene oxide moiety. Preliminary studies suggested that TNM-W was probably converted from TNM-A by both TnmE and TnmE10.

CONCLUSIONS

Based on the genome and transcriptome analyses, we adopted a combined metabolic engineering strategy for precursor enrichment and biosynthetic pathway reorganization to construct a high-yield strain of TNMs based on CB03234-S. Our study establishes a solid basis for the clinical development of AFE-based ADCs.

Promoter engineering of natural product biosynthetic gene clusters in actinomycetes: concepts and applications

Covering 2011 to 2022Low titers of natural products in laboratory culture or fermentation conditions have been one of the challenging issues in natural products research. Many natural product biosynthetic gene clusters (BGCs) are also transcriptionally silent in laboratory culture conditions, making it challenging to characterize the structures and activities of their metabolites. Promoter engineering offers a potential solution to this problem by providing tools for transcriptional activation or optimization of biosynthetic genes. In this review, we summarize the 10 years of progress in promoter engineering approaches in natural products research focusing on the most metabolically talented group of bacteria actinomycetes.

Coupled strategy based on regulator manipulation and medium optimization empowers the biosynthetic overproduction of lincomycin

The biosynthesis of bioactive secondary metabolites, specifically antibiotics, is of great scientific and economic importance. The control of antibiotic production typically involves different processes and molecular mechanism. Despite numerous efforts to improve antibiotic yields, joint engineering strategies for combining genetic manipulation with fermentation optimization remain finite. Lincomycin A (Lin-A), a lincosamide antibiotic, is industrially fermented by Streptomyces lincolnensis. Herein, the leucine-responsive regulatory protein (Lrp)-type regulator SLCG_4846 was confirmed to directly inhibit the lincomycin biosynthesis, whereas indirectly controlled the transcription of SLCG_2919, the first reported repressor in S. lincolnensis. Inactivation of SLCG_4846 in the high-yield S. lincolnensis LA219X (LA219XΔ4846) increases the Lin-A production and deletion of SLCG_2919 in LA219XΔ4846 exhibits superimposed yield increment. Given the effect of the double deletion on cellular primary metabolism of S. lincolnensis, Plackett-Burman design, steepest ascent and response surface methodologies were utilized and employed to optimize the seed medium of this double mutant in shake flask, and Lin-A yield using optimal seed medium was significantly increased over the control. Above strategies were performed in a 15-L fermenter. The maximal yield of Lin-A in LA219XΔ4846-2919 reached 6.56 g/L at 216 h, 55.1 % higher than that in LA219X at the parental cultivation (4.23 g/L). This study not only showcases the potential of this strategy to boost lincomycin production, but also could empower the development of high-performance actinomycetes for other antibiotics.

An atypical two-component system, AtcR/AtcK, simultaneously regulates the biosynthesis of multiple secondary metabolites in Streptomyces bingchenggensis

Streptomyces bingchenggensis is an industrial producer of milbemycins, which are important anthelmintic and insecticidal agents. Two-component systems (TCSs), which are typically situated in the same operon and are composed of a histidine kinase and a response regulator, are the predominant signal transduction pathways involved in the regulation of secondary metabolism in Streptomyces. Here, an atypical TCS, AtcR/AtcK, in which the encoding genes (sbi_06838/sbi_06839) are organized in a head-to-head pair, was demonstrated to be indispensable for the biosynthesis of multiple secondary metabolites in S. bingchenggensis. With the null TCS mutants, the production of milbemycin and yellow compound was abolished but nanchangmycin was overproduced. Transcriptional analysis and electrophoretic mobility shift assays showed that AtcR regulated the biosynthesis of these three secondary metabolites by a MilR3-mediated cascade. First, AtcR was activated by phosphorylation from signal-triggered AtcK. Second, the activated AtcR promoted the transcription of milR3. Third, MilR3 specifically activated the transcription of downstream genes from milbemycin and yellow compound biosynthetic gene clusters (BGCs) and nanR4 from the nanchangmycin BGC. Finally, because NanR4 is a specific repressor in the nanchangmycin BGC, activation of MilR3 downstream genes led to the production of yellow compound and milbemycin but inhibited nanchangmycin production. By rewiring the regulatory cascade, two strains were obtained, the yield of nanchangmycin was improved by 45-fold to 6.08 g/L and the production of milbemycin was increased twofold to 1.34 g/L. This work has broadened our knowledge on atypical TCSs and provided practical strategies to engineer strains for the production of secondary metabolites in Streptomyces.IMPORTANCEStreptomyces bingchenggensis is an important industrial strain that produces milbemycins. Two-component systems (TCSs), which consist of a histidine kinase and a response regulator, are the predominant signal transduction pathways involved in the regulation of secondary metabolism in Streptomyces. Coupled encoding genes of TCSs are typically situated in the same operon. Here, TCSs with encoding genes situated in separate head-to-head neighbor operons were labeled atypical TCSs. It was found that the atypical TCS AtcR/AtcK played an indispensable role in the biosynthesis of milbemycin, yellow compound, and nanchangmycin in S. bingchenggensis. This atypical TCS regulated the biosynthesis of specialized metabolites in a cascade mediated via a cluster-situated regulator, MilR3. Through rewiring the regulatory pathways, strains were successfully engineered to overproduce milbemycin and nanchangmycin. To the best of our knowledge, this is the first report on atypical TCS, in which the encoding genes of RR and HK were situated in separate head-to-head neighbor operons, involved in secondary metabolism. In addition, data mining showed that atypical TCSs were widely distributed in actinobacteria.

Improved production of andrimid in Erwinia persicina BST187 strain by fermentation optimization

BACKGROUND

Andrimid is reported to be a novel kind of polyketide-nonribosomal peptide hybrid product (PK-NRPs) that inhibits fatty acid biosynthesis in bacteria. Considering its great potential in biomedicine and biofarming, intensive studies have been conducted to increase the production of andrimid to overcome the excessive costs of chemosynthesis. In screening for species with broad-spectrum antibacterial activity, we detected andrimid in the fermentation products of Erwinia persicina BST187. To increase andrimid production, the BST187 fermentation medium formulation and fermentation conditions were optimized by using systematic design of experiments (One-Factor-At-A-Time, Plackett-Burman design, Response Surface Methodology).

RESULTS

The results indicate that the actual andrimid production reached 140.3 ± 1.28 mg/L under the optimized conditions (trisodium citrate dihydrate-30 g/L, beef extract-17.1 g/L, MgCl2·6H2O-100 mM, inoculation amount-1%, initial pH-7.0, fermentation time-36 h, temperature-19.7℃), which is 20-fold greater than the initial condition without optimization (7.00 ± 0.40 mg/L), consistent with the improved antibacterial effect of the fermentation supernatant.

CONCLUSIONS

The present study provides valuable information for improving andrimid production via optimization of the fermentation process, which will be of great value in the future industrialization of andrimid production.

Natural and engineered cyclodipeptides: Biosynthesis, chemical diversity, and engineering strategies for diversification and high-yield bioproduction

Cyclodipeptides are diverse chemical scaffolds that show a broad range of bioactivities relevant for medicine, agriculture, chemical catalysis, and material sciences. Cyclodipeptides can be synthesized enzymatically through two unrelated enzyme families, non-ribosomal peptide synthetases (NRPS) and cyclodipeptide synthases (CDPSs). The chemical diversity of cyclodipeptides is derived from the two amino acid side chains and the modification of those side-chains by cyclodipeptide tailoring enzymes. While a large spectrum of chemical diversity is already known today, additional chemical space - and as such potential new bioactivities - could be accessed by exploring yet undiscovered NRPS and CDPS gene clusters as well as via engineering. Further, to exploit cyclodipeptides for applications, the low yield of natural biosynthesis needs to be overcome. In this review we summarize current knowledge on NRPS and CDPS-based cyclodipeptide biosynthesis, engineering approaches to further diversity the natural chemical diversity as well as strategies for high-yield production of cyclodipeptides, including a discussion of how advancements in synthetic biology and metabolic engineering can accelerate the translational potential of cyclodipeptides.

The leucine-responsive regulatory protein SCAB_Lrp modulates thaxtomin biosynthesis, pathogenicity, and morphological development in Streptomyces scabies

Streptomyces scabies is the best-characterized plant-pathogenic streptomycete, which is a special species among the large genus Streptomyces. The pathogenicity of S. scabies relies on the production of the secondary metabolite thaxtomin A. Little is known about the molecular mechanisms underlying the regulation of thaxtomin biosynthesis in S. scabies beyond the pathway-specific activator TxtR and the cellulose utilization repressor CebR. The leucine-responsive regulatory protein (Lrp) family modulates secondary metabolism in nonpathogenic streptomycetes. However, the regulatory relationship between the Lrp and pathogenic streptomycetes remains unknown. In this study, we demonstrated that SCAB_Lrp (SCAB_77931) from S. scabies significantly affects thaxtomin biosynthesis, pathogenicity, and morphological development. SCAB_Lrp deletion resulted in a dramatic decline in thaxtomin A production and a low-virulence phenotype of S. scabies. An in-depth dissection of the regulatory mechanism of SCAB_Lrp revealed that it positively regulates the transcription of the thaxtomin biosynthetic gene cluster by directly binding to the promoter of the cluster-situated regulator gene txtR. SCAB_Lrp also controls the morphological development of S. scabies by directly activating the transcription of amfC, whiB, and ssgB. SCAB_Lrp directly controls the transcription of its own gene by binding a specific sequence (5'-GGACAGTCGCCGTGCTACG-3'). Moreover, phenylalanine and methionine have been characterized as SCAB_Lrp effectors by strengthening the binding affinity and complex status between SCAB_Lrp and DNA. Our findings characterize a multifunctional regulatory protein, SCAB_Lrp, that controls secondary metabolism, pathogenicity, and sporulation in S. scabies and provide new insights into the complex regulatory network that modulates thaxtomin phytotoxins in pathogenic Streptomyces.

Multiplexed Promoter Engineering for Improving Thaxtomin A Production in Heterologous Streptomyces Hosts

Thaxtomin A is a potent bioherbicide in both organic and conventional agriculture; however, its low yield hinders its wide application. Here, we report the direct cloning and heterologous expression of the thaxtomin A gene cluster in three well-characterized Streptomyces hosts. Then, we present an efficient, markerless and multiplex large gene cluster editing method based on in vitro CRISPR/Cas9 digestion and yeast homologous recombination. With this method, we successfully engineered the thaxtomin A cluster by simultaneously replacing the native promoters of the txtED operon, txtABH operon and txtC gene with strong constitutive promoters, and the yield of thaxtomin A improved to 289.5 µg/mL in heterologous Streptomyces coelicolor M1154. To further optimize the biosynthetic pathway, we used constraint-based combinatorial design to build 27 refactored gene clusters by varying the promoter strength of every operon, and the highest titer of thaxtomin A production reached 504.6 μg/mL. Taken altogether, this work puts forward a multiplexed promoter engineering strategy to engineer secondary metabolism gene clusters for efficiently improving fermentation titers.