CONVERSION OF CARBON DIOXIDE TO HIGHER VALUE CHEMICALS
20260098282 ยท 2026-04-09
Inventors
- Peng Zhang (College Station, TX, US)
- Kainan Chen (College Station, TX, US)
- Joshua Shuhua Yuan (College Station, TX, US)
- Susie Y. Dai (College Station, TX, US)
Cpc classification
C12P7/6463
CHEMISTRY; METALLURGY
C12Y106/01001
CHEMISTRY; METALLURGY
C12N9/0008
CHEMISTRY; METALLURGY
C12N9/1029
CHEMISTRY; METALLURGY
C25B11/075
CHEMISTRY; METALLURGY
C25B15/081
CHEMISTRY; METALLURGY
C25B11/054
CHEMISTRY; METALLURGY
International classification
C12P7/6463
CHEMISTRY; METALLURGY
C25B11/054
CHEMISTRY; METALLURGY
C25B11/075
CHEMISTRY; METALLURGY
C25B15/08
CHEMISTRY; METALLURGY
Abstract
A method for the production of value added chemicals comprising: introducing carbon dioxide to a system comprising an electrochemical cell comprising a carbon dioxide reducing catalyst and an electrolyte under conditions suitable for conversion of carbon dioxide to one or more C.sub.2 compounds; introducing at least a portion of the one or more C.sub.2 compounds to a second system comprising a microbe and a media under conditions suitable for conversion of the C.sub.2 compounds to one or more C.sub.2+n compounds where n is from about 1 to about 100. A method of preparing value added chemicals comprising: a means for converting carbon dioxide to one or more C.sub.2 compounds and a microbe wherein the C.sub.2 compound is contacted with the microbe under conditions suitable for the formation of one or more C.sub.2+n compounds.
Claims
1. A method for the production of value added chemicals, the method comprising: introducing carbon dioxide to a system comprising an electrochemical cell comprising a carbon dioxide reducing catalyst and an electrolyte under conditions suitable for conversion of carbon dioxide to one or more C.sub.2 compounds; introducing at least a portion of the one or more C.sub.2 compounds to a second system comprising a microbe and a media under conditions suitable for conversion of the C.sub.2 compounds to one or more C.sub.2+n compounds where n is from about 1 to about 100.
2. The method of claim 1, wherein the one or more C.sub.2 compounds comprise ethylene (C.sub.2H.sub.4), ethanol (CH.sub.3CH.sub.2OH), acetate (C.sub.2H.sub.2O.sub.2.sup.), ethylene (C.sub.2H.sub.4) or combinations thereof.
3. The method of claim 1, wherein the C.sub.2 compound comprises ethanol, acetate or combinations thereof.
4. The method of claim 1, wherein the catalyst comprises Ag, Au, Cu, Zn or combinations thereof.
5. The method of claim 1, wherein the catalyst comprises a support material.
6. The method of claim 1, wherein the support material is porous.
7. The method of claim 1, wherein the catalyst comprises a supported copper catalyst.
8. The method of claim 1, wherein the catalyst comprises a nanoporous Cu-M catalyst M is a metal selected from the group consisting of Pt, Ir, Pd, Ag, Au, Rh, Ru, Zn, Sn, Ni, Fe, Re, Ga, In, Cd, TI, Ti, and combinations thereof.
9. The method of claim 1, wherein the media and electrolyte are compositionally the same.
10. The method of claim 1, wherein the microbe is a wildtype strain.
11. The method of claim 1, wherein the microbe is a mutant strain.
12. The method of claim 1, wherein the one or more C.sub.2+n compounds is selected from the group consisting of polymers, fuels, lipids, light olefins, gluconic acid, lactic acid, malonic acid, propionic acid, triacids, citric acid, aconitic acid, xylonic acid, acetoin, furfural, levoglucosan, lysine, serine, threonine, 1,4 succinic, fumaric acid, malic acid, 2,5 furan dicarboxylic acid, 3-hydroxy propionic acid, aspartic acid, glucaric acid, glutamic acid, itaconic acid levulinic acid, 3-hydroxybutyrolactone, glycerol, sorbitol, xylitol, arabinitol, 5-hydroxymethylfurfural, ferulic acid, terpenoids, polyketides, carotenoids, polyphenols, alkaloids and combinations thereof.
13. The method of claim 1, wherein the one or more C.sub.2+n compounds comprise lipids.
14. A method of preparing value added chemicals, the method comprising: a means for converting carbon dioxide to one or more C.sub.2 compounds and a microbe wherein the C.sub.2 compound is contacted with the microbe under conditions suitable for the formation of one or more C.sub.2+n compounds.
15. The method of claim 14, wherein the means for converting carbon dioxide to one or more C.sub.2 compounds is an electrochemical cell comprising a nanoporous Cu-M catalyst where M is a metal selected from the group consisting of Pt, Ir, Pd, Ag, Au, Rh, Ru, Zn, Sn, Ni, Fe, Re, Ga, In, Cd, TI, Ti and combinations.
16. The method of claim 14, wherein the C.sub.2 compound comprises ethanol, acetate or combinations thereof.
17. The method of claim 14, wherein the microbe comprises a bacteria.
18. The method of claim 14, wherein the microbe is mutated.
19. The method of claim 14, wherein the one or more C.sub.2+n compounds is selected from the group consisting of polymers, fuels, lipids, light olefins, gluconic acid, lactic acid, malonic acid, propionic acid, triacids, citric acid, aconitic acid, xylonic acid, acetoin, furfural, levoglucosan, lysine, serine, threonine, 1,4 succinic, fumaric acid, malic acid, 2,5 furan dicarboxylic acid, 3-hydroxy propionic acid, aspartic acid, glucaric acid, glutamic acid, itaconic acid levulinic acid, 3-hydroxybutyrolactone, glycerol, sorbitol, xylitol, arabinitol, 5-hydroxymethylfurfural, ferulic acid, terpenoids, polyketides, carotenoids, polyphenols, alkaloids and combinations thereof.
20. The method of claim 14, wherein the one or more C.sub.2+n compounds comprise lipids.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0007] For a detailed description of the aspects of the disclosed processes and systems, reference will now be made to the accompanying drawings in which:
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SUMMARY
[0029] Disclosed herein is a method for the production of value added chemicals comprising: introducing carbon dioxide to a system comprising an electrochemical cell comprising a carbon dioxide reducing catalyst and an electrolyte under conditions suitable for conversion of carbon dioxide to one or more C.sub.2 compounds; introducing at least a portion of the one or more C.sub.2 compounds to a second system comprising a microbe and a media under conditions suitable for conversion of the C.sub.2 compounds to one or more C.sub.2+n compounds where n is from about 1 to about 100.
[0030] Also disclosed herein is a method of preparing value added chemicals comprising: a means for converting carbon dioxide to one or more C.sub.2 compounds and a microbe wherein the C.sub.2 compound is contacted with the microbe under conditions suitable for the formation of one or more Can compounds.
DETAILED DESCRIPTION
[0031] Disclosed herein are compositions, methods and sytems for carbon dioxide capture and conversion of the captured carbon dioxide to a higher value chemical, a higher number of carbon atoms, or precursor thereof. In an aspect, a method of the present disclosure comprises (i) sequestration of carbon dioxide; (ii) conversion of carbon dioxide to a two carbon atom (C.sub.2) compound of the type disclosed herein; and (iii) introduction of the C.sub.2 compound to a microbe able to convert the C.sub.2 compound to a C.sub.2+n compound where n is greater than 1, alternatively n ranges from about 1 to about 100, alternatively from about 1 to about 50, alternatively from about 1 to about 25 or alternatively from about 1 to about 10. In one or more aspects, a system for enacting the methods of the present disclosure is schematically depicted in
[0032] In one or more aspects, the methods and compositions disclosed herein are used in conjunction with a carbon dioxide capture and conversion system, designated as a CO.sub.2-CCS. With reference to
[0033] In one or more aspects, disposed within unit 150 is an electrochemical cell and compositions suitable tor the reduction of carbon dioxide to one or more C.sub.2 compounds. Several half reactions for the reduction of carbon dioxide are given in equations 1-6. The one or more C.sub.2 compounds may then serve as the input to unit 160.
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[0034] In one or more aspects, disposed within unit 160 are one or more organisms and compositions suitable for conversion of the one or more C.sub.2 compounds to compounds characterized by a carbon atom number of C.sub.2+n, where n is equal to or greater than about 1, alternatively n ranges from about about 1 to about about 100, alternatively from about 1 to about 50, alternatively from about 1 to about 25 or alternatively from about 1 to about 10, alternatively, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or combinations thereof. Each of these units (i.e., 150, 160) along with compositions, apparati and methods assoiated with these units and the CO.sub.2-CCS will be described in more detail later herein.
[0035] In an aspect, carbon dioxide for use in the present disclosure may be obtained from any suitable source. Nonlimiting examples of sources of the carbon dioxide include burning fossil fuels; large point sources such as chemical plants; direct air capture; and combinations thereof. In one or more aspects, carbon dioxide input to the CO.sub.2-CCS may originate from one or more materials and/or devices designed to capture CO.sub.2 from any suitable source and subject the captured CO.sub.2 to one or more purification techniques such as scrubbing the gas by passing over a catalyst to remove residual hydrocarbons or other impurities that could affect the compositions and/or other components of the CO.sub.2-CCS. In one or more aspects, the captured CO.sub.2 is pressurized and/or liquified and/or purified prior to being introduced to the CO.sub.2-CCS. Consequently, the CO.sub.2 entering the CO.sub.2-CCS is hereinafter referred to as a purified CO.sub.2.
[0036] In one or more aspects, a purified CO.sub.2 is introduced to a unit (
[0037] In one or more aspects, the CO.sub.2RR comprises a transition metal such as Ag, Au, Cu, Zn, or combinations thereof. In some aspects, the CO.sub.2RR further comprises a support material such as carbon, silica or alumina where at least a portion of the transition metal is associated with the surface of the support material. In one or more aspects, the support material is porous. In an aspect, the CO.sub.2RR catalyst comprises a supported copper catalyst, alternatively a supported sputtered copper catalyst, or alternatively a sputtered copper on a porous support (e.g., carbon support), or combinations thereof. In other aspects, the CO.sub.2RR catalyst comprises a nanoporous Cu catalyst, a nanoporous Cu-M catalyst, or a combination thereof where M is a metal selected from the group consisting essentially of Pt, Ir, Pd, Ag, Au, Rh, Ru, Zn, Sn, Ni, Fe, Re, Ga, In, Cd, TI, Ti, and combinations thereof.
[0038] With wishing to be limited by theory, within the electrochemical cell, at the anode part a counter oxidation reaction takes place (e.g., water oxidation in aqueous system). In one or more aspects the cathode and anode parts of the electrochemical cell are present together in the same reaction medium. In other aspects, the cathode and anode parts are separated by a membrane. Nonlimiting examples of membranes suitable for use in the electrochemical cell include proton, anion, and bipolar membranes.
[0039] In one or more aspects, a purified CO.sub.2 (for e.g., CO.sub.2 in gas form introduced as a stream) is subjected to an electrochemical reduction using an electrochemical cell of the type disclosed herein. Subsequent to electrochemical reduction, the CO.sub.2 reduction products include for example a C.sub.2-C.sub.3 alkane, a C.sub.2-C.sub.3 alkene, a C.sub.2-C.sub.3 alcohol or combinations thereof. Nonlimiting examples of CO.sub.2 reduction products include carbon monoxide (CO), formic acid (HCOOH), methanol (CH.sub.3OH), formaldehyde (HCHO), methane (CH.sub.4), ethylene (C.sub.2H.sub.4), ethanol (CH.sub.3CH.sub.2OH), acetate (C.sub.2H.sub.2O.sub.2.sup.), formaldehyde (HCHO), methane (CH.sub.4), ethylene (C.sub.2H.sub.4) and combinations thereof. In one or more aspects, the electrochemical reduction is carried out under conditions that favor the formation of ethanol (CH.sub.3CH.sub.2OH), acetate (C.sub.2H.sub.2O.sub.2.sup.) or combinations thereof.
[0040] In one or more aspects, at least a portion of the C.sub.2 product from CO.sub.2 reduction (e.g., ethanol, acetate) is conveyed to a unit (
[0041] In an aspect, a suitable media comprises one or more of the electrolyte solutions of the reactor from which the C.sub.2 product has been transferred. In one or more aspects, any microbe capable of converting the C.sub.2 product to a C.sub.2n+1 product may be employed. A microbe suitable for use may be characterized as a wild-type or an engineered microbe that uses acetyl-CoA as the central metabolite. In an aspect, the microbe is a bacteria, fungus, or yeast. In one or more aspects, the microbe is a wild type organism. Alternatively, the microbe has been genetically engineered to more effectively convert the C.sub.2 product to one or more C.sub.2n+1 products. Genetic engineering of the microbe to meet one or more process and/or user goals may be carried out using any suitable technology know to one of ordinary skill in the art for the mutation of microbes. Nonlimiting examples of microbes suitable for use in the present disclosure include the microbes Tetraselmis sp., Chaetoceros sp., Pseudomonas putida, Rhodococcus jostii or combinations thereof.
[0042] In an aspect, a method of the present disclosure comprises fermenting the mixture of C.sub.2 products with a microbe under conditions suitable for the formation one or more C.sub.2+n products. In an aspect, the C.sub.2+n product is selected from the group consisting of polymers, fuels, lipids, light olefins, gluconic acid, lactic acid, malonic acid, propionic acid, triacids, citric acid, aconitic acid, xylonic acid, acetoin, furfural, levoglucosan, lysine, serine, threonine, 1,4 succinic, fumaric acid, malic acid, 2,5 furan dicarboxylic acid, 3-hydroxy propionic acid, aspartic acid, glucaric acid, glutamic acid, itaconic acid levulinic acid, 3-hydroxybutyrolactone, glycerol, sorbitol, xylitol, arabinitol, 5-hydroxymethylfurfural, ferulic acid, terpenoids, polyketides, carotenoids, polyphenols, alkaloids and combinations thereof.
[0043] In one or more aspects, an exemplary CO.sub.2-CCS comprises an electro-microbial conversion with C.sub.2 (EMC2). An efficient EMC2 system may comprise a four tier design to achieve integration of the electrochemical CO.sub.2 reduction reaction (CO.sub.2RR) and microbial conversion of the C.sub.2 product. The first tier may focus on electrocatalysis, where the design and selection of electrolyzer (electrochemical cell), catalysts, and electrolytes ensure the efficient electrocatalysis, facilitated by CO2RR, to C.sub.2 products under biocompatible conditions. The electrochemical cell, catalysts, and electrolytes may be of the type disclosed herein.
[0044] The second tier is the design of a chem-bio interface to make sure that microbial conversion does not interfere with CO2RR. The third tier is the design of an integrated EMC2 system to achieve efficient mass transfer of C.sub.2 products between electrocatalysis and fermentation. The fourth tier is a microbial design to efficiently channel the C.sub.2 compounds to the tricarboxylic acid (TCA) cycle of the microbe and to enhance the carbon flux toward target bioproducts. The four-tier design may achieve complete and efficient electrotrophic microbial conversion of CO.sub.2. As the starting point to convert CO.sub.2 to C.sub.2 intermediates, the electrocatalysts disposed within the electrochemical cell may be designed to provide sufficient C.sub.2 products for microbial conversion under bioamicable conditions.
[0045] These criteria are minimally met with the integrated design and selection of electrolyzer, electrolytes, and catalysts. First, a flow electrolyzer equipped with gas diffusion electrodes (GDEs) may be used for C.sub.2 production, considering the potentially high yield of C.sub.2 products. Without wishing to be limited by theory, a GDE setting can achieve much higher current density and C.sub.2 product content than the conventional electrocatalysis with H-cell, as the CO.sub.2 feeding to GDE is not limited.
[0046] In another exemplary aspect, the ECM2 operates when CO.sub.2 is introduced to a first reactor which comprises a flow electrolyzer equipped with GDEs. The first reactor may further comprise an electrolyte (e.g., salt solution) characterized by its ability to flow between the first electrocatalysis reactor a and second reactor in which one or more bioconversion reactions occur. In one or more aspects, the first reactor and second reactor are in fluid communication with each other via a unidirectional membrane that affords movement from the first reactor to the second reactor while flow from the second reactor to the first reactor is restricted. The electrolyte used in this system may be suited for both electrocatalysis and cell cultivation. In an aspect, the electrolyte is a basal solution comprising phosphate buffer (e.g., NaH.sub.2PO.sub.4+K.sub.2HPO.sub.4+NaCl) with a pH of about 7.
[0047] In an aspect, disposed within the first reactor is one or more CO.sub.2RR catalysts which facilitates the production of a C.sub.2 product such as ethanol, acetate or a combination thereof. The C2 product may be conveyed to a second reactor comprising the salt solution of the first reactor and one or more microbes capable of conversion of the C.sub.2 product to a C.sub.2+n compound. In an aspect, the microbe is a wildtype species of said organism. In the alternative, the microbe is genetically modified to facilitate the production of the C.sub.2+n compound from the C.sub.2 product in order to meet one or more user and/or process goals. A nonlimiting example of a microbe suitable for use in the present disclosure is Pseudomonas putida. In an aspect, a method of the present disclosure comprises fermenting the mixture of C.sub.2 products with a microbe under conditions suitable for the formation one or more C.sub.2+n products.
[0048] The methods and processes disclosed herein overcome the barriers historically associated with the systematic design of electrocatalysis, chemical-biological interface, and microbes to enable efficient EMC2 intermediates. The soluble C.sub.2 intermediates disclosed herein can facilitate rapid mass transfer, readily enter primary metabolism, have less toxicity, carry more energy and electrons, and serve as better molecular building blocks for many microbes. The multitier chem-Bio interface design allowed the EMC2 system to achieve from about 2 fold to about 10 fold increase of microbial biomass productivity compared to C.sub.1 intermediate and hydrogen-driven routes, respectively; alternatively, from about 2 to about 5 fold increase or alternatively about a 5 fold increase.
[0049] In one aspect, the presently disclosed methods function as a multimodule synthetic biology design which can produce medium-chain-length PHA (polyhydroxyalkanoates), biodegradable polymers, representing much higher productivity and molecular chain length than platforms based on C.sub.1 intermediates, hydrogen, or electrons.
ADDITIONAL DISCLOSURE
[0050] The following enumerated aspects of the present disclosures are provided as non-limiting examples.
[0051] A first aspect which is a method for the production of value added chemicals comprising: introducing carbon dioxide to a system comprising an electrochemical cell comprising a carbon dioxide reducing catalyst and an electrolyte under conditions suitable for conversion of carbon dioxide to one or more C.sub.2 compounds; introducing at least a portion of the one or more C.sub.2 compounds to a second system comprising a microbe and a media under conditions suitable for conversion of the C.sub.2 compounds to one or more C.sub.2+n compounds where n is from about 1 to about 100.
[0052] A second aspect which is the method of the first aspect wherein the one or more C.sub.2 compounds comprise ethylene (C.sub.2H.sub.4), ethanol (CH.sub.3CH.sub.2OH), acetate (C.sub.2H.sub.2O.sub.2.sup.), ethylene (C.sub.2H.sub.4) or combinations thereof.
[0053] A third aspect which is the method of any of the first through second aspects wherein the C.sub.2 compound comprises ethanol, acetate or combinations thereof.
[0054] A fourth aspect which is the method of any of the first through third aspects wherein the catalyst comprises Ag, Au, Cu, Zn or combinations thereof.
[0055] A fifth aspect which is the method of any of the first through fourth aspects wherein the catalyst comprises a support material.
[0056] A sixth aspect which is the method of any of the first through fifth aspects wherein the support material is porous.
[0057] A seventh aspect which is the method of any of the first through sixth aspects wherein the catalyst comprises a supported copper catalyst.
[0058] An eighth aspect which is the method of any of the first through seventh aspects wherein the catalyst comprises a nanoporous Cu-M catalyst M is a metal selected from the group consisting ofPt, Ir, Pd, Ag, Au, Rh, Ru, Zn, Sn, Ni, Fe, Re, Ga, In, Cd, TI, Ti, and combinations thereof.
[0059] A ninth aspect which is the method of any of the first through eighth aspects wherein the media and electrolyte are compositionally the same.
[0060] A tenth aspect which is the method of any of the first through ninth aspects wherein the microbe is a wildtype strain.
[0061] An eleventh aspect which is the method of any of the first through ninth aspects wherein the microbe is a mutant strain.
[0062] A twelfth aspect which is the method of any of the first through eleventh aspects wherein the one or more C.sub.2+n compounds is selected from the group consisting of polymers, fuels, lipids, light olefins, gluconic acid, lactic acid, malonic acid, propionic acid, triacids, citric acid, aconitic acid, xylonic acid, acetoin, furfural, levoglucosan, lysine, serine, threonine, 1,4 succinic, fumaric acid, malic acid, 2,5 furan dicarboxylic acid, 3-hydroxy propionic acid, aspartic acid, glucaric acid, glutamic acid, itaconic acid levulinic acid, 3-hydroxybutyrolactone, glycerol, sorbitol, xylitol, arabinitol, 5-hydroxymethylfurfural, ferulic acid, terpenoids, polyketides, carotenoids, polyphenols, alkaloids and combinations thereof.
[0063] A thirteenth aspect which is the method of any of the first through twelfth aspects wherein the one or more C.sub.2+n compounds comprise lipids.
[0064] A fourteenth aspect which is a method of preparing value added chemicals comprising: a means for converting carbon dioxide to one or more C.sub.2 compounds and a microbe wherein the C.sub.2 compound is contacted with the microbe under conditions suitable for the formation of one or more C.sub.2 compounds.
[0065] A fifteenth aspect which is the method of the fourteenth aspect wherein the means for converting carbon dioxide to one or more C.sub.2 compounds is an electrochemical cell comprising a nanoporous Cu-M catalyst where M is a metal selected from the group comprising Pt, Ir, Pd, Ag, Au, Rh, Ru, Zn, Sn, Ni, Fe, Re, Ga, In, Cd, TI, Ti and combinations thereof.
[0066] A sixteenth aspect which is the method of any of the fourteenth through fifteenth aspects wherein the C.sub.2 compound comprises ethanol, acetate or combinations thereof.
[0067] A seventeenth aspect which is the method of any of the fourteenth through sixteenth aspects wherein the microbe comprises a bacteria.
[0068] An eighteenth aspect which is the method of any of the fourteenth through seventeenth aspects wherein the microbe is mutated.
[0069] A nineteenth aspect which is the method of any of the fourteenth through eighteenth aspects+wherein the one or more C.sub.2+n compounds is selected from the group consisting of polymers, fuels, lipids, light olefins, gluconic acid, lactic acid, malonic acid, propionic acid, triacids, citric acid, aconitic acid, xylonic acid, acetoin, furfural, levoglucosan, lysine, serine, threonine, 1,4 succinic, fumaric acid, malic acid, 2,5 furan dicarboxylic acid, 3-hydroxy propionic acid, aspartic acid, glucaric acid, glutamic acid, itaconic acid levulinic acid, 3-hydroxybutyrolactone, glycerol, sorbitol, xylitol, arabinitol, 5-hydroxymethylfurfural, ferulic acid, terpenoids, polyketides, carotenoids, polyphenols, alkaloids and combinations thereof.
[0070] A twentieth aspect which is the method of any of the fourteenth through nineteenth aspects wherein the one or more C.sub.2+n compounds comprise lipids.
EXAMPLES
[0071] In the following examples, RLU means relative luminescence units and RAU means relative absorbance units. All the data was collected with biological triplicates. All the values are presented in the form of meanSEM (standard error of the mean).
Example 1
C.SUB.2 .Compounds as Precursors for Lipid Biosynthesis
[0072] The potential limitations of oleaginous organisms for the production of electrobiofuel (EBF) were investigated. In these experiments, ethanol and acetate were used as the C.sub.2 carbon source. Fatty acids (FA) are the precursor of lipids, going through the Kennedy pathway to serve as the building blocks for the synthesis of triacylglycerol, which is the primary component in lipids used for biodiesel production. A theoretical calculation showed that acetate has a theoretical FA yield of 0.29 g FA/g acetate, comparable to glucose's 37 g FA/g glucose, based on the energy content of the substrates. Ethanol's theoretical fatty acid yield is even higher, reaching 0.62 g FAs/g ethanol, based on the same calculation,
[0073] This comparison suggests a great energy potential of the C.sub.2 compounds, particularly ethanol, as a feedstock for microbial fuel production. Considering that FA biosynthesis is influenced not only by substrate energy content but also by the microbe specificity and metabolic processes the impact of C.sub.2 metabolism on FA biosynthesis was further investigated.
Example 2
[0074] A genome-scale metabolic (GSM) model that is widely used to describe metabolism under different conditions and simulate the metabolic fluxes of target bioproducts were used. To study the C.sub.2 metabolism on FA biosynthesis, a draft GSM model was constructed using the KBase platform for the model oleaginous bacteria R. jostii RHA1 to grow in customized minimum media with either ethanol or acetate as the sole carbon source, The draft metabolic model consisted of 1284 compounds and a total of 1328 reactions, with 56 reactions added through the default gapfilling approach to ensure the biomass production in the specified media. Then, the flux balance analysis (FBA) with FA biosynthesis as objective function was performed under a series of carbon uptake rates to simulate FA biosynthesis under different carbon inputs. The simulation results indicated that, as carbon input increased there is corresponding increase in fatty acid biosynthesis for both ethanol and acetate, see
[0075] Additionally, in the region of carbon uptake rate from 15 to 50 mmol/g dry cell weight (DCW)/h ethanol can support a higher rate of fatty acid synthesis compared to acetate, aligning with the theoretical predictions of higher fatty acid yields from ethanol than from acetate.
[0076] To identify the metabolic pathways contributing to the difference in FA biosynthesis between the two carbon sources, the flux of all reactions in their respective FBA results were compared. Reactions with a flux difference greater than 3 mmol/gDCW/h were identified as this threshold was considered to be significant relative to most reactions with fluxes below 10 mmol/gDCW/h. The investigations showed when using ethanol, acetyl-CoA is supplied via ethanol oxidation, whereas with acetate as the carbon input, acetyl-CoA is produced through acetate phosphorylation,
[0077] In contrast to acetate, the flux distribution with ethanol as carbon input showed a higher flux in pentose phosphate (PP) pathway which is known supply NADPH in Rhodococcus species. Additionally, under the ethanol condition, a reversible reaction in glyoxylate cycle was upregulated in both the forward and backward directions, leading to NADH consumption and NADPH generation. Since FA biosynthesis requires NADPH rather than NADH, these reactions could have contributed to the higher FA biosynthesis from ethanol by providing the necessary NADPH. On the other hand, the simulation showed the optimal FA biosynthesis from ethanol occurs through the direct conversion of acetaldehyde to acetyl-CoA, bypassing the pathway of acetaldehyde-acetate-acetylphosphate-acetyl-CoA, which requires one additional ATP consumption. Interestingly, under the ethanol condition, there is a significant flux from acetyl-CoA to acetylphosphate, indicating an excess of acetyl-CoA derived from ethanol. These results suggested that enhancing the pathway of ethanol-acetaldehyde-acetyl-CoA-FA could be a factor in FA biosynthesis from ethanol. Overall, the metabolic simulation indicated that ethanol has the potential to support higher acetyl-CoA flux, provide more reducing power for FA biosynthesis, and reduce carbon loss compared to acetate, due to its higher energy content. To experimentally verify the potential of ethanol as a carbon source for fatty acid biosynthesis and lipid production, a lipid fermentation experiment was conducted on the model bacteria R. jostii RHA1 using ethanol or acetate as the sole carbon source. Surprisingly, with the same total carbon supply of 225 mmol/L, the acetate can support 1.1620.043 g DCW/L of the RHA1 dry cell weight while the ethanol can only support 0.8300.031 g DCW/L,
[0078] To identify the limiting factors, the levels of carbon influx, ATP, and NAD(P)H was analyzed as these are factors known to influence lipid biosynthesis. Firstly, the RHA1 strain had a significantly lower carbon consumption rate with ethanol at 84.414.7 mmol/L compared to acetate at 139.715.8 mmol/L. The lower ethanol uptake could limit the carbon flux entering FA and lipid biosynthesis. Secondly, the cellular ATP level in R. jostii RHA1 was also significantly lower in the presence of ethanol as sole carbon source compared to acetate. The lower carbon intake of ethanol could have limited the ATP production level. Fermentation with ethanol resulted in the appearance of 8.270.71 mmol/L acetic acid in the culture media and a significantly lower pH compared to the fermentation with acetate. This observation suggested an acetic acid accumulation in the R. jostii RHA1 during ethanol metabolism, which can cause internal cytoplasmic acidification and further affect ATP synthase activity on the cytoplasmic membrane. R. jostii RHA1 can efflux protons to extracellular space at the expense of ATP in response to the intracellular acidification. This typical microbial response to acid stress can explain the phenomena of pH decrease from 7.50.0 to 6.80.1 during fermentation with ethanol and contribute to the lower cellular ATP level as well. Thirdly, the NAD (P) H level in the R. jostii RHA1 under ethanol condition is about 2.2-folds higher than that in acetate conditionsupporting the ethanol assimilation reactions in the metabolic simulation, which produces abundant reducing equivalents. Of particular interest is the imbalance between the high NAD (P) H level and low ATP level when using ethanol as carbon source suggesting an inefficient transformation of NAD (P) H into ATP. This phenomenon implies a saturation of the respiratory chain, potentially due to the cytoplasmic acidification that have impacted the efficiency of the electron transport. Overall, compared with acetate, ethanol supported higher reducing power generation in R. jostii RHA1, but the ethanol metabolism caused cellular acidification stress that significantly affected the carbon intake and ATP production, which impacted the lipid production.
Example 3
[0079] The FBA simulation demonstrated the advantages of ethanol over acetate for FA biosynthesis, but the observed differences in lipid accumulation compared to the simulation suggest that the actual metabolic flux distribution when using these two C2 substrates may deviate from the simulated scenario. Therefore, a comprehensive metabolomics study with measurements of both primary metabolites and complex lipid species was conducted to investigate the actual metabolic distributions in R. jostii RHA1 when using ethanol or acetate as sole carbon source. On one hand, among a total of 127 identified primary metabolites in R. jostii RH1, 79 metabolites were found that showed significantly different levels (Abslog2(FC)>1) between the ethanol and acetate conditions. 88.6% of these 79 metabolites exhibited higher levels in the ethanol condition compared to acetate, with most belonged to categories such as amino acids, monosaccharides, disaccharides, and fatty acids. To visualize the pathways involved, all these differential metabolites were mapped onto the metabolic pathways of R. jostii RHA1 using the cellular overview tool in the BioCyc database. It showed that these differential metabolites mainly involved in glycolysis, pentose phosphate pathway, trehalose biosynthesis, and nucleoside and amino acid biosynthesis.
[0080] The significantly different metabolic flux distribution of primary metabolism between ethanol and acetate condition could be attributed to the acidification phenomenon observed in ethanol metabolism. First, under the ethanol condition, a higher level of trehalose was observed whose accumulation is known to protect microbes from acidification stress. Second, under the ethanol condition, a higher level of nicotinamide was observed, indicating an upregulation of the salvage pathway of nicotinamide adenine dinucleotide (NAD) In addition, the aspartate, which is the precursor for de novo NAD biosynthesis, also exhibited a significantly higher level under the ethanol condition. The two observations indicated an increased requirement for NAD when ethanol is utilized as the primary carbon source. It can be explained by the metabolic requirement for NAD when metabolizing aldehydes and alcohols. Moreover, the upregulation of the NAD salvage pathway can increase cellular tolerance to aldehydes and acetic acid. Thirdly, a broad upregulation in the level of diverse amino acids was observed under the ethanol condition compared to the acetate condition. On one hand, the higher level of amino acids can enter tRNA charging reactions to boost the protein synthesis which is important for acid tolerance. On the other hand, these amino acids can undergo decarboxylation which consume intracellular protons to increase the acid tolerance of microbial cells. Overall, these results demonstrated the different primary metabolism responses of the RHA1 between ethanol and acetate carbon sources, highlighting a significantly upregulated carbon flux towards primary metabolic pathways under the ethanol condition compared to the acetate condition.
[0081] One the other hand, the findings from lipidomic experiment revealed among the total 253 identified lipid compounds, 197 exhibited significantly higher levels in the acetate condition, whereas only 2 were higher in the ethanol condition (t-test, p<0.05). This result indicated a significant and widespread reduction in lipid synthesis when ethanol is used as the carbon source compared to the condition with acetate. Specifically, among these 197 compounds, 86 were triradylglycerols (TAG), 23 were fatty acids (FA), 3 were glycerolipids (GL), and 1 was a fatty ester (FAE),
Example 4
Metabolic Manipulation to Enhance Lipid Production from C.sub.2 Compounds
[0082] A comparative analysis between metabolic simulation and metabolomic results was used in order to improve lipid conversion from C.sub.2 substrates by genetic engineering. Firstly, the simulation did not consider the metabolic impact of acidification stress during ethanol metabolism which has significantly increased the biosynthesis of amino acids, nucleosides, and trehalose therefore can deviate carbon flux from FA and lipid biosynthesis. Secondly, the simulation suggested an ethanol assimilation pathway of ethanol-acetaldehyde-acetyl-CoA which does not require ATP consumption. However, in the actual scenario there is notable acetic acid accumulation when ethanol serves as sole carbon source, indicating ethanol could have been quickly oxidized into acetic acid and which then be converted into acetyl-CoA by acetyl-CoA synthetases at expenses of two units of ATP. Thirdly, ethanol supported significantly higher reducing power than acetate. In the simulation, although a portion of NADH was transformed into NADPH to supply NADPH for FA biosynthesis, there are still large amount of NADH were dissipated by ferric ion reduction and export, indicating an insufficient utilization of the energy from ethanol to FA. Based on this comparative analysis, a genetic engineering approach to redirect carbon flux from other biosynthetic pathways to fatty acid biosynthesis, reduce acetic acid accumulation from ethanol oxidation, improve ATP supply, and improve reducing power utilization for lipid biosynthesis was explored.
[0083] First, to reduce ATP cost and acetic acid accumulation during ehanol assimilation, the gene ACDH3 encoding the acetaldehyde dehydrogenase was overexpressed to convert acetaldehyde to acetyl-CoA and circumvent the generation of acetate,
Example 5
[0084] To investigate if the overexpression of ACDH-sthA-FASI redirect the metabolic flux from other synthetic biosynthesis pathway towards lipid biosynthesis, the AsF strain was compared with the WT strain under the ethanol and acetate conditions, for their primary metabolite and complex lipid specie levels. The primary metabolism comparison showed that almost all the primary metabolites involved in carbohydrate metabolism, amino acid and nucleoside biosynthesis were downregulated in the ACDH-sthA-FASI strain under both the ethanol and acetate conditions, indicating a significant lower metabolic flux distribution on these metabolisms. Notably, the high levels of trehalose and amino acids that are important for the WT cells to combat acidification stress when utilizing ethanol were significantly decreased by the ACDH-sthA-FASI overexpression, suggesting that the acidification stress caused by ethanol utilization were mitigated in the AsF strain. This mitigation effect of the ACDH-sthA-FASI overexpression was further evidenced by the less pH decrease and acetic acid accumulation in the culture media of AsF strain compared to WT strain. Overall, it was suggested that the overexpression of ACDH-sthA-FASI significantly mitigated acidification stress and cut down the carbon distribution on energy metabolisms and other synthetic pathways,
[0085] Concurrently, the levels of complex lipid species were also compared between the AsF and WT strains to investigate if ACDH-sthA-FASI overexpression has channeled the metabolic flux into lipid biosynthesis. First, 195 out of the total 253 identified lipid compounds were found significantly higher in the AsF strain than in WT strain under ethanol condition. Notably, these 195 lipid compounds overlap with 99.0% of the 197 lipid compounds that showed significantly lower levels in the WT strain under ethanol condition compared to acetate condition. This indicated that the overexpression of ACDH-sthA-FASI had a remarkable impact on lipid biosynthesis, accurately redirecting the metabolic flux towards increased lipid production. Specifically, 53.8% of these increased lipids belonged to the category of energy storage lipids, including TAG, FA, GL, and FAE. Additionally, phospholipid species such as GPE, GPI, GPL, GroG, and DAG, accounting for 32.3%, were also restored by the ACDH-sthA-FASI overexpression. These increased lipid pools might have played a role in helping RHA1 combat the stress induced during the ethanol assimilation. Second, in the acetate condition, the AsF strain exhibited significantly higher levels of 35 lipid compounds compared to the WT strain, whereas the WT strain only had 20 lipid compounds with higher levels. This indicated that the overexpression of ACDH-sthA-FASI also enhanced the lipid biosynthesis performance of RHA1 when acetate is used as the sole carbon source. Third, when comparing the lipid species of the AsF strain between the ethanol and acetate conditions, it was observed that 25 lipid compounds exhibited significantly higher levels in the ethanol condition, while only 5 lipids showed higher levels in the acetate condition. This finding indicated that ethanol is more efficient in supporting lipid biosynthesis in the AsF strain, further highlighting the effect of ACDH-sthA-FASI overexpression on improving the capability of RHA1 to utilize ethanol for lipid production. Overall, the overexpression of ACDH, sthA, and FASI in RHA1 strain effectively addressed the acidification issue associated with ethanol utilization, significantly improved carbon and energy utilization from both ethanol and acetate sources, and remarkably enhanced lipid production by channeling higher portions of carbon and reducing power into lipid biosynthesis.
Example 6
Co-Substrate Effect on Lipid Production Guides Catalyst Design to Tune C2 Profile
[0086] Even though, genetic engineering had improved the capability of R.jostii RHA1 to utilize ethanol as carbon source to produce lipid, as depicted in the
Example 7
Integrated System to Enable Rapid Lipid Production from CO.sub.2
[0087] An EBF system was prepared comprising a CO.sub.2 reduction metal catalyst and microbial cell factories in order to investigate lipid production directly from CO.sub.2. The system enabled the entry of finely tuned C.sub.2 products from the CO.sub.2 electrolyzer into the circulation chamber of the bioreactor, where they diffused to the fermentation chamber to support lipid production by the RHA1 cell factories,
[0088] In contrast to the SSF mode for achieving RHA1 population expansion, the WCC mode was specifically designed to enhance lipid production from the RHA1 microbial cell factories in the EBF system. Specifically, a relatively high cell density of RHA1 strains was inoculated with a limited nitrogen supply to maintain a high C/N ratio during fermentation for Rhodococcus species to accumulate high lipid content in cell. The lipid production capacity of the EBF system was investigated using both the WT and AsF strains in four rounds of WCC fermentation. The results showed that when a biomass load of 4.0 g/L of WT RHA1 cells was inoculated in the EBF system, a lipid production of 820.0 mg/L from CO.sub.2 was achieved. Similarly, when a comparable biomass load of AsF cells (3.9 g/L) was inoculated, the lipid titer reached 1029.6 mg/L. Increasing the biomass load of the WT strain to 4.9 g/L resulted in a lipid titer of 750.4 mg/L, while inoculating 5.2 g/L of AsF cells into the EBF system achieved a higher lipid production of 1360.0 mg/L. These four routes of WCC fermentation demonstrated the reliability of EBF system for lipid production from CO.sub.2. Moreover, the lipid productivity of the EBF system with the AsF strain reached an average number of 1194.8 mg/L/day, which is comparable to the top two recorded lipid productivity from algae Chaetoceros gracilis and Tetraselmis tetrathele. These results highlighted the potential of the EBF system for rapid lipid production from CO.sub.2.
[0089] To further evaluate the energy conversion efficiency of the EBF system, an analysis considering three stages were conducted: solar to electricity, electricity to soluble carbon sources, and soluble carbon sources to lipid. For the stage 1 conversion the efficiency was estimated using maturing photovoltaic technology, which can achieve an efficiency of 25%. Second, in calculating the energy efficiency of the electrocatalysis stage, considering the gaseous products such as ethylene and hydrogen from electrocatalysis were not utilized by the bioconversion the energy efficiency was calculated by dividing the energy content of all soluble products (energy output) with the electricity energy input used to produce these soluble products. The analysis revealed an energy efficiency of 45.6% for the conversion of electricity into soluble products. Third, the energy efficiency of bioconversion was calculated by dividing the energy content of the produced lipid by the total energy of consumed soluble products, resulting in an average efficiency of 36.5% for the AsF strain under WCC mode. Overall, the EBF system achieved an overall energy efficiency of 4.2% for converting CO.sub.2 to lipid.
[0090] While aspects of the disclosure have been shown and described, modifications thereof can be made without departing from the spirit and teachings of the presently disclosed subject matter. The aspects and examples described herein are exemplary only, and are not intended to be limiting. Many variations and modifications of the subject matter disclosed herein are possible and are within the scope of the present disclosure.
[0091] At least one aspect is disclosed and variations, combinations, and/or modifications of the aspect(s) and/or features of the aspect(s) made by a person having ordinary skill in the art are within the scope of the disclosure. Alternative aspects that result from combining, integrating, and/or omitting features of the aspect(s) are also within the scope of the disclosure. Where numerical ranges or limitations are expressly stated, such express ranges or limitations should be understood to include iterative ranges or limitations of like magnitude falling within the expressly stated ranges or limitations (e.g., from about 1 to about 10 includes, 2, 3, 4, 5, 6 . . . ; greater than 0.10 includes 0.11, 0.12, 0.13, 0.14, 0.15, . . . ). For example, whenever a numerical range with a lower limit, RI, and an upper limit, Ru, is disclosed, any number falling within the range is specifically disclosed. In particular, the following numbers within the range are specifically disclosed: R=RI+k* (Ru-RI), wherein k is a variable ranging from 1 percent to 100 percent with a 1 percent increment, i.e., k is 1 percent, 2 percent, 3 percent, 4 percent, 5 percent, . . . 50 percent, 51 percent, 52 percent . . . 95 percent, 96 percent, 97 percent, 98 percent, 99 percent, or 100 percent. Moreover, any numerical range defined by two R numbers as defined in the above is also specifically disclosed. Use of the term optionally with respect to any element of a claim means that the element is required, or alternatively, the element is not required, both alternatives being within the scope of the claim. Use of broader terms such as comprises, includes, and having should be understood to provide support for narrower terms such as consisting of, consisting essentially of, and comprised substantially of.
[0092] Accordingly, the scope of protection is not limited by the description set out above but is only limited by the claims which follow, that scope including all equivalents of the subject matter of the claims. Each and every claim is incorporated into the specification as an aspect of the present disclosure. Thus, the claims are a further description and are an addition to the detailed description of the presently disclosed subject matter.