Lizhen Hu’s research while affiliated with Xi'an Jiaotong University and other places

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Publications (6)


Process scenarios of isobutanol production by different microorganisms using various C1 gases. Scenario #1: isobutanol production from biogas; scenario #2: isobutanol production from natural gas; scenario #3: isobutanol production from CO2
Schematic process flow diagram of isobutanol production from C1 gases. A100: gas supply; A200: isobutanol production; A300: isobutanol purification; A400: wastewater treatment; A500: utilities; PBR: closed tubular photobioreactors just for culturing autotrophic microbes using CO2; BCB: bubble column bioreactors just for culturing heterotrophic microbes using CH4
Capital cost distributions of three scenarios with an annual plant capacity of 50,000 tons. Scenario #1: isobutanol production from biogas; scenario #2: isobutanol production from natural gas; scenario #3: isobutanol production from CO2. Necessary capital cost refers to the sum cost of warehouse, site development, additional piping and land
Single-point sensitivity analysis of the minimum selling price of isobutanol (MISP) from CO2
Multiple-point sensitivity analysis of various prospective targets on the minimum selling price of isobutanol (MISP) from CO2
Turning C1-gases to isobutanol towards great environmental and economic sustainability via innovative biological routes: two birds with one stone
  • Article
  • Full-text available

October 2022

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222 Reads

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6 Citations

Biotechnology for Biofuels and Bioproducts

Bobo Liang

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Rongzhan Fu

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[...]

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Xin-Hui Xing

Background The dramatic increase in greenhouse gas (GHG) emissions, which causes serious global environmental issues and severe climate changes, has become a global problem of concern in recent decades. Currently, native and/or non-native C1-utilizing microbes have been modified to be able to effectively convert C1-gases (biogas, natural gas, and CO2) into isobutanol via biological routes. Even though the current experimental results are satisfactory in lab-scale research, the techno-economic feasibility of C1 gas-derived isobutanol production at the industrial scale still needs to be analyzed and evaluated, which will be essential for the future industrialization of C1-gas bioconversion. Therefore, techno-economic analyses were conducted in this study with comparisons of capital cost (CAPEX), operating cost (OPEX), and minimum isobutanol selling price (MISP) derived from biogas (scenario #1), natural gas (scenario #2), and CO2 (scenario #3) with systematic economic assessment. Results By calculating capital investments and necessary expenses, the highest CAPEX (317MM)andOPEX(317 MM) and OPEX (67 MM) were projected in scenario #1 and scenario #2, respectively. Because of the lower CAPEX and OPEX from scenario #3, the results revealed that bioconversion of CO2 into isobutanol temporally exhibited the best economic performance with an MISP of 1.38/kgisobutanol.Furthermore,asinglesensitivityanalysiswithninedifferentparameterswascarriedoutfortheproductionofCO2derivedisobutanol.Theannualplantcapacity,gasutilizationrate,andsubstratecostarethethreemostimportanteconomicdrivingforcesontheMISPofCO2derivedisobutanol.Finally,amultiplepointsensitivityanalysisconsideringallfiveparameterssimultaneouslywasperformedusingidealtargets,whichpresentedthelowestMISPof1.38/kg isobutanol. Furthermore, a single sensitivity analysis with nine different parameters was carried out for the production of CO2-derived isobutanol. The annual plant capacity, gas utilization rate, and substrate cost are the three most important economic-driving forces on the MISP of CO2-derived isobutanol. Finally, a multiple-point sensitivity analysis considering all five parameters simultaneously was performed using ideal targets, which presented the lowest MISP of 0.99/kg in a long-term case study. Conclusions This study provides a comprehensive assessment of the bioconversion of C1-gases into isobutanol in terms of the bioprocess design, mass/energy calculation, capital investment, operating expense, sensitivity analysis, and minimum selling price. Compared with isobutanol derived from biogas and natural gas, the CO2-based isobutanol showed better economic feasibility. A market competitive isobutanol derived from CO2 is predicable with lower CO2 cost, better isobutanol titer, and higher annual capacity. This study will help researchers and decision-makers explore innovative and effective approaches to neutralizing GHGs and focus on key economic-driving forces to improve techno-economic performance.

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Bio-valorization of C1 gaseous substrates into bioalcohols: Potentials and challenges in reducing carbon emissions

April 2022

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117 Reads

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29 Citations

Biotechnology Advances

C1 gaseous substrates (CH4, CO2, and CO) derived from natural gas, biogas, and syngas, are of interest due to their threats to the environment or inefficient utilization. Benefiting from advanced genetic editing tools and bioconversion strategies, metabolically engineered C1-gas-utilizing microorganisms (CGUM), such as methanotrophs, cyanobacteria, and acetogens, are capable of utilizing C1 gaseous feedstocks as the sole substrates for cell growth and synthesis of chemicals and biofuels. In this paper, we critically review metabolic pathways related to the assimilation of C1 gaseous substrates for alcohol biosynthesis in several model CGUM. Metabolic engineering approaches utilized to enhance the carbon conversion efficiency, microbial growth and biosynthesis of desired alcohols are summarized, including the regulation of C1 gaseous substrates activation and electron and energy supply, the accumulation of key intermediates, and the manipulation of target gene expression to optimize carbon flux to bioalcohols. In addition, challenges in the efficient microbial conversion of C1 gaseous substrates are explored and discussed. The strategies of bioalcohol biosynthesis presented here could guide the development of a variety of efficient biological routes for CH4, CO2, and CO utilization in the future.


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Turning C1-gases to Isobutanol Towards a Great Environmental and Economic Sustainability via Innovative Biological Routes: Two Birds With One Stone

December 2021

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113 Reads

Background The dramatic increase in emissions of greenhouse gases (GHGs) has led to an irreversible effect on the ecosystem, which in turn caused significant harm to human beings and other species. Exploring innovative and effective approaches to neutralizing GHGs is urgently needed. Considering the advancement of synthetic biology and the bioconversion process, C1-utilizing cell factories (CUCFs) have been modified to be able to effectively convert C1-gases includes biogas, natural gas, and carbon dioxide (CO 2 ) into chemicals or fuels via biological routes, which greatly facilitates the inedible carbon sources used in biomanufacturing, increases the potential value of GHGs and meanwhile reduces the GHG emissions. Process design and resultsEven though the current experimental results are satisfactory in lab-scale research, the evaluation of economic feasibility as well as applications of CUCFs in industrial-scale still need to be analyzed. This study designed three scenarios of CUCFs-based conversion of biogas, natural gas, and CO 2 into isobutanol, the detailed techno-economic analyses of these scenarios were conducted with the comparisons of capital cost, operating cost, and minimum isobutanol selling price (MISP). Results revealed that direct bio-conversion of CO 2 by CUCFs into isobutanol exhibited the best economic performance with a MISP of 1.38/kgisobutanol.Thesinglesensitivityanalysisshowedthatthegasutilizationrate,flowrate,andCO2costarethethreemostsignificanteconomicdrivingforcesonMISPofCO2derivedbiologicalisobutanol.MultiplepointsensitivityanalysispresentedthattheMISPforthelongtermcasecanbeaslowas0.991.38/kg isobutanol. The single sensitivity analysis showed that the gas utilization rate, flow rate, and CO 2 cost are the three most significant economic-driving forces on MISP of CO 2 -derived biological isobutanol. Multiple-point sensitivity analysis presented that the MISP for the long-term case can be as low as 0.99 /kg with using ideal targets. Conclusions Our findings provide a comprehensive assessment of bio-conversion of C1-gases via CUCFs to isobutanol in terms of the bioprocess design, mass/energy calculation, capital investment, operating expense, sensitivity analysis, and environmental impact. It is expected that this study may lead to the paradigm shift in isobutanol synthesis with C1-gases as substrates.


FIGURE 1 | Optimization of the electroporation system. (A) Effect of the number of linearized DNA fragments on the electroporation efficiency of strain Methylomicrobium buryatense 5GBlSfadE. (B-D) Effects of the cell density (B), methanol concentration (C), and the recovery time (D) on the electroporation efficiency of strain Methylomicrobium buryatense 5GB1S. Lowercase letters above bars indicate significant differences (P < 0.05).
FIGURE 2 | Framework of the heterologous expression of 2-ketoisovalerate decarboxylase (KivD) in strain Methylomicrobium buryatense 5GB1S. (A) Artificial pathway for isobutyraldehyde production from methanol or methane in strain M. buryatense 5GB1S. (B) Scheme of the plasmid-based expression of the foreign gene kivd in strain M. buryatense 5GB1S. (C) Scheme of the integration of the foreign gene kivd into the chromosome of strain M. buryatense 5GB1S. Word in red represents an exogenous gene. Words in black represent endogenous genes. These genes coded for acetohydroxyacid synthase (ilvHI), acetohydroxyacid isomeroreductase (ilvC), and dihydroxyacid dehydratase (ilvD). Intersecting lines indicate homologous recombination. LF, left flanking region; RF, right flanking region.
FIGURE 3 | Expression of the kivd gene in the fadE site of strain Methylomicrobium buryatense 5GB1S. (A) Agarose gel electrophoresis results of the kanamycin gene (816 bp) and the left flanking region (1,000 bp) for kivd expression. (B) Agarose gel electrophoresis results of the right flanking region (1,000 bp) for kivd expression of the kanamycin gene (1,000 bp) and the kivd gene (1,719 bp). (C) PCR confirmation of the expression complex of the kivd gene (LF + Km r + kivd + RF). A 1-kb marker was used. LF, left flanking region; RF, right flanking region; Km r , kanamycin.
FIGURE 4 | Growth performance of the wild-type (Methylomicrobium buryatense 5GB1S) and mutant strains for isobutyraldehyde biosynthesis.
Exploration of an Efficient Electroporation System for Heterologous Gene Expression in the Genome of Methanotroph

August 2021

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95 Reads

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9 Citations

One-carbon (C1) substrates such as methane and methanol have been considered as the next-generation carbon source in industrial biotechnology with the characteristics of low cost, availability, and bioconvertibility. Recently, methanotrophic bacteria naturally capable of converting C1 substrates have drawn attractive attention for their promising applications in C1-based biomanufacturing for the production of chemicals or fuels. Although genetic tools have been explored for metabolically engineered methanotroph construction, there is still a lack of efficient methods for heterologous gene expression in methanotrophs. Here, a rapid and efficient electroporation method with a high transformation efficiency was developed for a robust methanotroph of Methylomicrobium buryatense 5GB1. Based on the homologous recombination and high transformation efficiency, gene deletion and heterologous gene expression can be simultaneously achieved by direct electroporation of PCR-generated linear DNA fragments. In this study, the influence of several key parameters (competent cell preparation, electroporation condition, recovery time, and antibiotic concentration) on the transformation efficiency was investigated for optimum conditions. The maximum electroporation efficiency of 719 ± 22.5 CFU/μg DNA was reached, which presents a 10-fold improvement. By employing this method, an engineered M. buryatense 5GB1 was constructed to biosynthesize isobutyraldehyde by replacing an endogenous fadE gene in the genome with a heterologous kivd gene. This study provides a potential and efficient strategy and method to facilitate the cell factory construction of methanotrophs.


Year-Round Storage Operation of Three Major Agricultural Crop Residue Biomasses by Performing Dry Acid Pretreatment at Regional Collection Depots

March 2021

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159 Reads

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16 Citations

ACS Sustainable Chemistry & Engineering

Commercial cellulosic biofuel operation requires a reliable, low-cost, and stable feedstock logistic system. One great challenge is its long-term storage at least for one harvest cycle (1 year for agricultural crop residues) with a minimum loss of bulky, geographically dispersed, inflammable, and easily degradable lignocellulosic biomass. This study conducted an investigation of year-round storage of the agricultural crop residue feedstock under the scenario of performing dry acid pretreatment at the distributed regional collection depots, instead of the central biorefinery plant. The dry acid pretreatment method provides a practical basis for the storage operation by its ability for high preservation of polysaccharide solids, highly compacted accumulation density, being free from wastewater generation, low capital investment, and low energy consumption. Three major agricultural crop residues (corn stover, wheat straw, and rice straw) were pretreated by dry acid pretreatment and then stored in their major planting regions under varying natural conditions of temperature, rain and snow fall, humidity, wind, and sunlight. The pretreated corn stover, wheat straw, and rice straw contained approximately 50% (w/w) of moisture, and their high water absorption capacity maintained the crop residues in solid and fine-particle forms without free wastewater generation and flammability. Meanwhile, the pretreated crop residues were of low pH value and contained various inhibitory compounds for microbial growth. The results show that the crop residue feedstocks were well preserved with negligible solid and fermentable sugar loss after year-round storage in different regions. The physical properties, chemical compositions, enzymatic hydrolysis yields, and ethanol fermentability were maintained essentially constant with a few positive exceptions such as the increased hydrolysis yield and reduced inhibitor content. A case study shows that the feedstock transportation cost of the long-term stored feedstocks under the scenario of dry acid pretreatment at collection depots was significantly reduced compared to that of the direct transportation of virgin crop residual feedstocks. This study provided an efficient and practical logistic system for large-scale biorefinery plants.


Cell mass of M. buryatense 5GB1 in the cultures using different CH4/O2 ratios of 0.28, 0.58, 0.93, 1.31, and 5.24 at different time points of 12, 24, 36, 48, 60, and 72 h post inoculation, respectively. The * and ** indicated this ratio exhibited significant difference compared to that under the CH4/O2 ratio of 0.93 with statistical significance of P < 0.05 and P < 0.01, respectively. DCW, dry cell weight.
Identification of differentially expressed genes (DEGs) under different gas supply conditions (0.28/#1, 0.58/#2, 0.93/#3, 1.31/#4, 5.24/#5). (A) Hierarchical clustering was performed using the LSmean of DEGs, in which significant gene rows were included by comparing any two conditions with at least one p-value < 0.01. X-axis represented different gas supply conditions and Y-axis represented DEGs. (B) Venn analysis of DEGs under gas supply ratio of 0.93 (#3) compared with other three conditions of #2, #4, and #5, respectively.
Potential nitrogen fixation regulation system in M. buryatense 5GB1 and genes involved in nitrogen fixation regulation upregulated in #3 condition (CH4/O2 ratio of 0.93) compared with other three conditions of #2, #4, or #5, respectively. The numbers in shadow at right-side of protein name represent the log2-based changes of upregulated gene under condition #3 compared to #2, #4, or #5, respectively.
Overview of the differential expression of genes encoding enzymes involving in nitrogen fixation, methane metabolism, ClpX system, and Pst system in M. buryatense 5GB1 in condition #3 (0.93) compared with #2 (0.58), #4 (1.31), and #5 (5.24). Dotted arrow indicates multi-step reaction, while solid arrow represents one-step reaction. The numbers in shadow at right-side of protein represent the log2-based changes of differentially expressed gene under condition #3 compared to #2, #4, or #5, respectively. The red shadow means upregulation, while the blue shadow means downregulation.
Quantification of the amount of total protein, pyruvate, NADH, and MMO activity under different CH 4 /O 2 ratio conditions at time point 24 h post inoculation.
Molecular Mechanism Associated With the Impact of Methane/Oxygen Gas Supply Ratios on Cell Growth of Methylomicrobium buryatense 5GB1 Through RNA-Seq

April 2020

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167 Reads

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14 Citations

The methane (CH4)/oxygen (O2) gas supply ratios significantly affect the cell growth and metabolic pathways of aerobic obligate methanotrophs. However, few studies have explored the CH4/O2 ratios of the inlet gas, especially for the CH4 concentrations within the explosion range (5∼15% of CH4 in air). This study thoroughly investigated the molecular mechanisms associated with the impact of different CH4/O2 ratios on cell growth of a model type I methanotroph Methylomicrobium buryatense 5GB1 cultured at five different CH4/O2 supply molar ratios from 0.28 to 5.24, corresponding to CH4 content in gas mixture from 5% to 50%, using RNA-Seq transcriptomics approach. In the batch cultivation, the highest growth rate of 0.287 h–1 was achieved when the CH4/O2 supply molar ratio was 0.93 (15% CH4 in air), and it is crucial to keep the availability of carbon and oxygen levels balanced for optimal growth. At this ratio, genes related to methane metabolism, phosphate uptake system, and nitrogen fixation were significantly upregulated. The results indicated that the optimal CH4/O2 ratio prompted cell growth by increasing genes involved in metabolic pathways of carbon, nitrogen and phosphate utilization in M. buryatense 5GB1. Our findings provided an effective gas supply strategy for methanotrophs, which could enhance the production of key intermediates and enzymes to improve the performance of bioconversion processes using CH4 as the only carbon and energy source. This research also helps identify genes associated with the optimal CH4/O2 ratio for balancing energy metabolism and carbon flux, which could be candidate targets for future metabolic engineering practice.

Citations (5)


... Furthermore, although thermodynamic properties are correctly modeled by equations of state such as NRTL and HOC, these predictions are applicable once the product is obtained. Conversely, Liang et al. [53], mention that biomass generation (in this case cyanobacteria), is specified by means of an empirical formula leading to limited predictions in the growth of the microorganism. Figure 4 shows the flow diagram of the process for valorizing CO 2 through bioconversion to ethanol. ...

Reference:

Techno-Economic Comparison of CO2 Valorization Through Chemical and Biotechnological Conversion
Turning C1-gases to isobutanol towards great environmental and economic sustainability via innovative biological routes: two birds with one stone

Biotechnology for Biofuels and Bioproducts

... photosynthetic efficiency and ethanol production rate is a key area of research. For this reason, large-scale implementation of this process may face challenges related to the cost of bioreactors and maintaining optimal conditions for cyanobacteria growth [39]. This research article aims to study, for the first time, the conversion of CO 2 into methanol and ethanol by using CCU technologies in the Sucre region, Colombia, by implementing a techno-economic feasible use of this gas as a raw material. ...

Bio-valorization of C1 gaseous substrates into bioalcohols: Potentials and challenges in reducing carbon emissions
  • Citing Article
  • April 2022

Biotechnology Advances

... All these construction methods are followed by transformation into bacteria. While chemical transformation methods such as PEG (polyethylene glycol) mediated transformation can be used, electroporation-mediated transformation has been preferred due to higher efficiency [98]. Electroporation is relatively easy for direct and high-efficiency insertion of DNA fragments into genome-specific sites when compared with other conjugation-based transformation methods [98]. ...

Exploration of an Efficient Electroporation System for Heterologous Gene Expression in the Genome of Methanotroph

... The transformation of agricultural residues such as rice straw to bio-based materials requires a pretreatment step due to the recalcitrance nature of biomass [25][26][27]. Mechanical, chemical, physico-chemical, and biological pretreatment techniques are employed [25,[28][29][30][31][32][33][34][35][36], out of which chemical pretreatment is considered an effective alternative in biomass delignification due to its higher transformation efficiency [37]. However, large-scale use of toxic chemicals in pretreatment processes necessitates an environmentally benign process [38,39]. ...

Year-Round Storage Operation of Three Major Agricultural Crop Residue Biomasses by Performing Dry Acid Pretreatment at Regional Collection Depots
  • Citing Article
  • March 2021

ACS Sustainable Chemistry & Engineering

... Methane serves as both the carbon and energy source for methanotrophs, and oxygen acts as a critical electron acceptor. Maintaining a balanced ratio of carbon and oxygen is essential for their optimal growth [28,29]. Methane monooxygenase (MMO), existing in both soluble (sMMO) and particulate (pMMO) forms, is regulated by copper ions (Cu 2+ ). ...

Molecular Mechanism Associated With the Impact of Methane/Oxygen Gas Supply Ratios on Cell Growth of Methylomicrobium buryatense 5GB1 Through RNA-Seq