INTRODUCTION
The aromatic polymer lignin is a major component of lignocellulosic plant biomass and is estimated to represent as much as 30% of the organic carbon in the biosphere (
1). However, the heterogeneous structure and chemical composition of lignin have limited its economic value to industry. In addition, the mixture of aromatic compounds that results from lignocellulosic biomass deconstruction is often not metabolized by commonly used industrial microbes. We are interested in developing microbial catalysts that can convert heterogeneous mixtures of biomass-derived compounds, including aromatics, into valuable products.
We and others have been exploring
Novosphingobium aromaticivorans, an alphaproteobacterium of the
Sphingomonadales order, as a platform for producing valuable compounds (
2) because it is amenable to genomic modification (
3,
4) and can metabolize many components of deconstructed lignocellulosic biomass, including aromatic monomers (
2) and some dimers (
3,
5). For example,
N. aromaticivorans DSM 12444 has been engineered to stoichiometrically convert the major aromatic monomers in deconstructed plant biomass into 2-pyrone-4,6-dicarboxylic acid (PDC), a potential polyester precursor (
6) that is secreted into the media (
2,
7). This study sought to expand the suite of valuable compounds that
N. aromaticivorans can produce from biomass-derived aromatics.
Carotenoids are lipophilic isoprenoids that are produced by some plants, algae, bacteria, and fungi and function as membrane-bound light-harvesting pigments and antioxidants (
8,
9). Several carotenoids (such as astaxanthin, β-carotene, lycopene, and zeaxanthin) are used industrially as animal feed, food coloring, nutritional supplements, cosmetics additives, and pharmaceuticals, with a 2017 global market size of ~$1.5B (
10,
11). Most industrial carotenoids are produced synthetically (
9,
10,
12), though there are a few biological sources commercially being used, such as the flower
Tagetes erecta for lutein and the alga
Dunaliella salina for β-carotene (
10). Thus, there is growing interest in developing new biological sources of carotenoids (
9,
10).
The genome sequence of
N. aromaticivorans DSM 12444 predicts that this bacterium can produce the carotenoid nostoxanthin (
13). Among the intermediates in the predicted nostoxanthin synthesis pathway of
N. aromaticivorans are the industrially valuable carotenoids lycopene, β-carotene, and zeaxanthin (
Fig. 1). A recent genome-scale metabolic model of
N. aromaticivorans suggested that carotenoids could be some of the most profitable products made from plant biomass by
N. aromaticivorans because of their high economic value and yields (
14).
N. aromaticivorans (when it was known as
Sphingomonas aromaticivorans F199) has also been shown to produce the lipophilic coenzyme Q
10 (CoQ
10) (
16). CoQ
10 is also the main isoprenoid quinone in humans and is a commodity chemical used in the pharmaceutical and cosmetics industries (
17–20). Currently, bacteria that produce CoQ
10 industrially (
17,
21) cannot metabolize the aromatics present in deconstructed plant biomass. Thus, there is potential for
N. aromaticivorans to also become a source of CoQ
10 when grown in aromatic-containing solutions derived from plant biomass.
In this work, we test several predicted reactions in the
N. aromaticivorans carotenoid biosynthetic pathway (
Fig. 1) by generating defined mutants that accumulate β-carotene, lycopene, or zeaxanthin. Further, we engineer a strain that heterologously expresses a CrtW protein and accumulates the carotenoid astaxanthin. We show that these carotenoids can be produced from vanillate, an aromatic compound commonly present in deconstructed lignocellulosic plant biomass, and an alkaline pretreatment liquor (APL) made from sorghum. We also engineer a set of strains that produce either zeaxanthin, β-carotene, or astaxanthin concurrently with PDC when fed sorghum APL, showing that
N. aromaticivorans can be engineered to simultaneously produce extracellular and intracellular products from this renewable carbon source. We discuss how the co-production of membrane-bound carotenoids and excreted dicarboxylic acids like PDC could improve the economics of valorizing biomass in a lignocellulosic biorefinery.
MATERIALS AND METHODS
Novosphingobium aromaticivorans strains
Details on all strains in this study can be found in
Table 1.
N. aromaticivorans 12444Δ1879 is a derivative of wild-type strain DSM 12444 (also called F199 [
31,
47]), in which a putative
sacB gene (Saro_1879 or SARO_RS09410) was deleted to create a strain amenable to genomic modifications using a
sacB-containing plasmid (
3,
48). We used 12444Δ1879 as the parent strain to generate strains 12444ΔcrtB (lacking
crtB; Saro_1814 or SARO_RS09080), 12444ΔcrtY (lacking
crtY; Saro_1817 or SARO_RS09095), 12444ΔcrtG (lacking
crtG; Saro_0236 or SARO_RS01180), 12444ΔcrtGZ (lacking
crtG and
crtZ; Saro_0236 and Saro_1168 or SARO_RS01180 and SARO_RS05825), 12444StaxiW [replacing Saro_0236 with the gene for the CrtW protein from
S. taxi ATCC 55669 (NCBI accession
WP_038660513.1)], and 12444SastaW (replacing Saro_0236 with the gene for the CrtW protein from
S. astaxanthinifaciens [NCBI accession
WP_211248127.1)].
N. aromaticivorans 12444PDCΔ
dmtS is a derivative of 12444Δ1879 that was genetically modified to accumulate stoichiometric amounts of PDC from syringyl, guaiacyl, and
p-hydroxyphenyl aromatic compounds (
7). The strain 12444PDCΔ
dmtS has Saro_2819 (
ligI), Saro_2864–5 (
desCD), and Saro_1872 (
dmtS) deleted from the genome. We used 12444PDCΔ
dmtS as the parent strain to generate strains PDCΔ
crtG (lacking Saro_0236), PDCΔcrtGZ (lacking both Saro_0236 and Saro_1168), and PDCSastaW (replacing Saro_0236 with the gene for the CrtW protein from
S. astaxanthinifaciens).
Genes for CrtW proteins were synthesized as gBlocks (Integrated DNA Technologies, Coralville, IA, USA). Plasmids for cloning were constructed with the NEBuilder HiFi DNA Assembly Master Mix (New England Biolabs, Ipswich, MA, USA). Methods for constructing mutants [including PCR primers used (Table S5)] are contained in Supplementary Information.
Bacterial growth
E. coli strains used for plasmid cloning were grown in lysogeny broth and shaken at ~200 rpm at 30°C or 37°C. For routine manipulation,
N. aromaticivorans cultures were grown in GluSis at 30°C. GluSis is a modification of Sistrom’s minimal medium (
50) in which the succinate has been replaced by 22.6-mM glucose. The minimal medium used for
N. aromaticivorans experiments was SMB (
3) at an initial pH of 7.0. Where needed to select for the presence or absence of plasmids, media were supplemented with 100-µg/mL ampicillin, 50-µg/mL kanamycin, or 10% sucrose (wt/vol).
Preparation of sorghum APL
Sorghum APL (
45) was prepared by mixing samples of milled 2014 GLBRC sorghum (2 g) with a sodium hydroxide solution (1% NaOH in H
2O, 20 mL) in sealed 125-mL Erlenmeyer flasks, before heating for 90 min in an oil bath at 90°C. The flask was then immediately placed in ice for 10 min, after which the biomass and aqueous phases were separated by centrifugation at 4,300 ×
g for 15 min and the supernatant was recovered as a source of soluble aromatics. The solid biomass was rinsed three times with ddH
2O (20 mL, 15 mL, and 15 mL), and the washes were recovered through centrifugation. The initial aqueous supernatant and washes were combined and adjusted to pH 7.0 using 1-M HCl. The solution was centrifuged at 20,000 ×
g for 1 h at 4°C and passed through a 0.2-µM surfactant-free cellulose acetate (SFCA) filter to remove any remaining insoluble material, yielding the APL used in further experiments.
Growth of N. aromaticivorans in minimal medium with vanillate
Cultures of each N. aromaticivorans strain were initially grown in a 125-mL conical shake flask containing 10-mL SMB supplemented with 4-mM vanillate. Between 3 and 8 mL of this culture was combined with 480 mL of fresh SMB + 4-mM vanillate in a glass roux bottle. Roux bottle cultures were attached to a gas mixer using SideTrak 840 mass flow controllers attached to a FloBox 954 (Sierra Instruments, Monterey, CA, USA) in a 30°C temperature-controlled room. Gas was piped into the bottoms of the cultures and exhausted from the headspace through outlets in stoppers. The gas contained 5, 10, or 21% O2, 1% CO2, and N2 as the remainder. Cell growth was monitored by periodically removing samples for analysis using a Klett-Summerson photoelectric colorimeter with a red filter. Cultures were grown until they reached late exponential growth or early stationary phase. For dcw determination, aliquots (~80 mL) were centrifuged in pre-weighed tubes (8,000 × g for 15 min), supernatants were removed, cell pellets were air-dried in a fume hood, and then the tubes were reweighed (Fig. S10). Aliquots (~160 mL) were also harvested (centrifuged at 8,000 × g for 15 min) for isolation of lipophilic compounds by extraction with acetone:methanol (see below).
Growth of N. aromaticivorans in sorghum APL
Each N. aromaticivorans strain was initially grown in a 125-mL conical shake flask containing 10-mL SMB supplemented with 10-mM glucose. In addition, 1-mL aliquots were centrifuged at ~7,000 × g for 5 min, the supernatant was removed, and the cell pellet was used to inoculate 18 mL of sorghum APL in a 125-mL conical shake flask. Cultures were shaken at ~200 rpm at 30°C until they reached the early stationary phase. Aliquots of cultures for extraction into acetone:methanol (10 mL) and dcw determination (5 mL) were harvested as described above (see Fig. S10 for dry cell weight measurements).
Preparation of lipophilic extracts
Care was taken to minimize O2 and light exposure to acetone:methanol extracts, although samples were not handled anaerobically. Cell pellets were resuspended in water (950 µL for roux bottle samples and 100 µL for pellets from shake flask cultures) and then transferred into a 15-mL glass Sorvall centrifuge tubes. Extraction solvent (7:2 acetone:methanol solution; 5 mL or 1.5 mL, respectively, for roux bottle or shake flask samples) was added, and the samples were mixed by pipetting. The tube was centrifuged (10,000 × g for 20 min), and then the supernatant was transferred to a new 15 mL glass tube. The pelleted cells were extracted a second time, after resuspending cells in water (500 µL or 100 µL, respectively, for roux bottle or shake flask samples) followed by extraction solvent (4.5 mL or 1.5 mL, respectively, for roux bottle or shake flask samples). After centrifugation, the supernatants from both extractions were combined. The combined supernatants were partially dried under a stream of N2 (to a final volume of ~1–4 mL) to concentrate materials before analysis by HPLC. The concentration of compounds in lipophilic extracts was calculated after correcting for dry cell weight, any dilution prior to extraction, and the final volume of the sample after drying under N2.
HPLC identification and quantification of lipophilic compounds
For identification and quantification, the acetone:methanol lipophilic extracts were analyzed via reverse-phase HPLC using a Kinetex 2.6-µM PS C18 100 Å (150 × 2.1 mm) column (Phenomenex, Torrance, CA, USA) attached to a Shimadzu Nexera XR HPLC system. The mobile phase was a binary gradient (Fig. S11) of Solvent A (70% acetonitrile/30% water) and Solvent B (70% acetonitrile/30% isopropanol) flowing at 0.45 mL/min. Absorbance was measured between 200 and 600 nm using a Shimadzu SPD-M20A photodiode array detector. The following commercial standards were used to identify compounds in the lipophilic extracts: β-carotene (Sigma-Aldrich), lycopene [Pharmaceutical Secondary Standard, Certified Reference Material (7.2%), Supelco], zeaxanthin (United States Pharmacopeia Reference Standard), astaxanthin (Sigma-Aldrich), and coenzyme Q10 (Sigma-Aldrich).
To identify compounds that were not commercially available for use as standards, the eluent from the HPLC was analyzed via mass spectrometry using a Shimadzu triple quadrupole mass spectrometer LCMS-8045. We used positive mode Q3 scans from 450 m/z to 700 m/z around the retention times of unknown HPLC peaks to obtain mass spectra of compounds eluting at such times (Fig. S2 and S8).
Analysis of culture media for PDC and aromatic compounds
Extracellular media samples were prepared by centrifuging 1.5 mL of culture at 20,000 ×
g for 2 min before passing the supernatant through a 0.2-µM SFCA membrane filter. The filtered media was analyzed using the Shimadzu Nexera XR HPLC system with the photodiode array detector and LCMS-8045 described above. The mobile phase was a binary gradient (Fig. S12) of Solvent A (0.2% formic acid in water) and Solvent B (methanol) flowing at 0.4 mL/min. The stationary phase was a Phenomenex Kinetex F5 column (2.6-µM pore size, 2.1-mm ID, 150-mm length). Aromatic compounds were identified by multiple-reaction monitoring (MRM) using the transition ions specified in Table S3, which were obtained from analyzing pure standards as previously described (
7). Aromatic compounds were quantified by comparing sample absorbance at specific wavelengths and retention times with known standards, as measured by the photodiode array detector (Table S4).